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native.win_x64.opencv_ocl246.dll Maven / Gradle / Ivy

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X'+?'+810"?,(+D(+?init_data_cost_"??(+?(+?init_data_cost_reduce_"??(+?(+?get_first_k_initial_local_"? )+8)+?get_first_k_initial_global_"??)+?)+?compute_data_cost_"??)+?)+?compute_data_cost_reduce_"?8*+X*+?init_message_"??*+?*+?compute_message_"?++++?"?h++?++?compute_disp_"??++?++h
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"?`-+?-+"?$/+!?/+?centeredGradientKernel"??1+1X2+?estimateDualVariablesKernel"??4+1?5+?estimateUKernel"??7+5?8+?warpBackwardKernelisImgSupported..\..\..\..\opencv\modules\ocl\src\tvl1flow.cpp"??:+%;+?
"?l<+)=+Hnscales > 0!useInitialFlow || (flowx.size() == I0.size() && flowx.type() == CV_32FC1 && flowy.size() == flowx.size() && flowy.type() == flowx.type())I0.type() == I1.type()I0.size() == I1.size()I0.type() == CV_8UC1 || I0.type() == CV_32FC1__kernel void centeredGradientKernel(__global const float* src, int src_col, int src_row, int src_step, 
__global float* dx, __global float* dy, int dx_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x < src_col)&&(y < src_row))
{
int src_x1 = (x + 1) < (src_col -1)? (x + 1) : (src_col - 1);
int src_x2 = (x - 1) > 0 ? (x -1) : 0;
dx[y * dx_step+ x] = 0.5f * (src[y * src_step + src_x1] - src[y * src_step+ src_x2]);
int src_y1 = (y+1) < (src_row - 1) ? (y + 1) : (src_row - 1);
int src_y2 = (y - 1) > 0 ? (y - 1) : 0;
dy[y * dx_step+ x] = 0.5f * (src[src_y1 * src_step + x] - src[src_y2 * src_step+ x]);
}
}
float bicubicCoeff(float x_)
{
float x = fabs(x_);
if (x <= 1.0f)
{
return x * x * (1.5f * x - 2.5f) + 1.0f;
}
else if (x < 2.0f)
{
return x * (x * (-0.5f * x + 2.5f) - 4.0f) + 2.0f;
}
else
{
return 0.0f;
}
}
__kernel void warpBackwardKernel(__global const float* I0, int I0_step, int I0_col, int I0_row,
image2d_t tex_I1, image2d_t tex_I1x, image2d_t tex_I1y,  
__global const float* u1, int u1_step, 
__global const float* u2,
__global float* I1w,
__global float* I1wx, 
__global float* I1wy, 
__global float* grad, 
__global float* rho,
int I1w_step,
int u2_step,
int u1_offset_x,
int u1_offset_y,
int u2_offset_x,
int u2_offset_y)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if(x < I0_col&&y < I0_row)
{
const float u1Val = u1[(y + u1_offset_y) * u1_step + x + u1_offset_x];
const float u2Val = u2[(y + u2_offset_y) * u2_step + x + u2_offset_x];
const float wx = x + u1Val;
const float wy = y + u2Val;
const int xmin = ceil(wx - 2.0f);
const int xmax = floor(wx + 2.0f);
const int ymin = ceil(wy - 2.0f);
const int ymax = floor(wy + 2.0f);
float sum  = 0.0f;
float sumx = 0.0f;
float sumy = 0.0f;
float wsum = 0.0f;
sampler_t sampleri = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP_TO_EDGE | CLK_FILTER_NEAREST;
for (int cy = ymin; cy <= ymax; ++cy)
{
for (int cx = xmin; cx <= xmax; ++cx)
{
const float w = bicubicCoeff(wx - cx) * bicubicCoeff(wy - cy);
int2 cood = (int2)(cx, cy);
sum += w * read_imagef(tex_I1, sampleri, cood).x;
sumx += w * read_imagef(tex_I1x, sampleri, cood).x;
sumy += w * read_imagef(tex_I1y, sampleri, cood).x;
wsum += w;
}
}
const float coeff = 1.0f / wsum;
const float I1wVal  = sum  * coeff;
const float I1wxVal = sumx * coeff;
const float I1wyVal = sumy * coeff;
I1w[y * I1w_step + x]  = I1wVal;
I1wx[y * I1w_step + x] = I1wxVal;
I1wy[y * I1w_step + x] = I1wyVal;
const float Ix2 = I1wxVal * I1wxVal;
const float Iy2 = I1wyVal * I1wyVal;
grad[y * I1w_step + x] = Ix2 + Iy2;
const float I0Val = I0[y * I0_step + x];
rho[y * I1w_step + x] = I1wVal - I1wxVal * u1Val - I1wyVal * u2Val - I0Val;
}
}
float readImage(__global const float *image,  const int x,  const int y,  const int rows,  const int cols, const int elemCntPerRow)
{
int i0 = clamp(x, 0, cols - 1);
int j0 = clamp(y, 0, rows - 1);
int i1 = clamp(x + 1, 0, cols - 1);
int j1 = clamp(y + 1, 0, rows - 1);
return image[j0 * elemCntPerRow + i0];
}
__kernel void warpBackwardKernelNoImage2d(__global const float* I0, int I0_step, int I0_col, int I0_row,
__global const float* tex_I1, __global const float* tex_I1x, __global const float* tex_I1y,  
__global const float* u1, int u1_step, 
__global const float* u2,
__global float* I1w,
__global float* I1wx, 
__global float* I1wy, 
__global float* grad, 
__global float* rho,
int I1w_step,
int u2_step,
int I1_step,
int I1x_step)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if(x < I0_col&&y < I0_row)
{
const float u1Val = u1[y * u1_step + x];
const float u2Val = u2[y * u2_step + x];
const float wx = x + u1Val;
const float wy = y + u2Val;
const int xmin = ceil(wx - 2.0f);
const int xmax = floor(wx + 2.0f);
const int ymin = ceil(wy - 2.0f);
const int ymax = floor(wy + 2.0f);
float sum  = 0.0f;
float sumx = 0.0f;
float sumy = 0.0f;
float wsum = 0.0f;
for (int cy = ymin; cy <= ymax; ++cy)
{
for (int cx = xmin; cx <= xmax; ++cx)
{
const float w = bicubicCoeff(wx - cx) * bicubicCoeff(wy - cy);
int2 cood = (int2)(cx, cy);
sum += w * readImage(tex_I1, cood.x, cood.y, I0_col, I0_row, I1_step);
sumx += w * readImage(tex_I1x, cood.x, cood.y, I0_col, I0_row, I1x_step);
sumy += w * readImage(tex_I1y, cood.x, cood.y, I0_col, I0_row, I1x_step);
wsum += w;
}
}
const float coeff = 1.0f / wsum;
const float I1wVal  = sum  * coeff;
const float I1wxVal = sumx * coeff;
const float I1wyVal = sumy * coeff;
I1w[y * I1w_step + x]  = I1wVal;
I1wx[y * I1w_step + x] = I1wxVal;
I1wy[y * I1w_step + x] = I1wyVal;
const float Ix2 = I1wxVal * I1wxVal;
const float Iy2 = I1wyVal * I1wyVal;
grad[y * I1w_step + x] = Ix2 + Iy2;
const float I0Val = I0[y * I0_step + x];
rho[y * I1w_step + x] = I1wVal - I1wxVal * u1Val - I1wyVal * u2Val - I0Val;
}
}
__kernel void estimateDualVariablesKernel(__global const float* u1, int u1_col, int u1_row, int u1_step, 
__global const float* u2, 
__global float* p11, int p11_step, 
__global float* p12,
__global float* p21,
__global float* p22, 
const float taut,
int u2_step,
int u1_offset_x,
int u1_offset_y,
int u2_offset_x,
int u2_offset_y)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if(x < u1_col && y < u1_row)
{
int src_x1 = (x + 1) < (u1_col - 1) ? (x + 1) : (u1_col - 1);
const float u1x = u1[(y + u1_offset_y) * u1_step + src_x1 + u1_offset_x] - u1[(y + u1_offset_y) * u1_step + x + u1_offset_x];
int src_y1 = (y + 1) < (u1_row - 1) ? (y + 1) : (u1_row - 1);
const float u1y = u1[(src_y1 + u1_offset_y) * u1_step + x + u1_offset_x] - u1[(y + u1_offset_y) * u1_step + x + u1_offset_x];
int src_x2 = (x + 1) < (u1_col - 1) ? (x + 1) : (u1_col - 1);
const float u2x = u2[(y + u2_offset_y) * u2_step + src_x2 + u2_offset_x] - u2[(y + u2_offset_y) * u2_step + x + u2_offset_x];
int src_y2 = (y + 1) <  (u1_row - 1) ? (y + 1) : (u1_row - 1);
const float u2y = u2[(src_y2 + u2_offset_y) * u2_step + x + u2_offset_x] - u2[(y + u2_offset_y) * u2_step + x + u2_offset_x];
const float g1 = hypot(u1x, u1y);
const float g2 = hypot(u2x, u2y);
const float ng1 = 1.0f + taut * g1;
const float ng2 = 1.0f + taut * g2;
p11[y * p11_step + x] = (p11[y * p11_step + x] + taut * u1x) / ng1;
p12[y * p11_step + x] = (p12[y * p11_step + x] + taut * u1y) / ng1;
p21[y * p11_step + x] = (p21[y * p11_step + x] + taut * u2x) / ng2;
p22[y * p11_step + x] = (p22[y * p11_step + x] + taut * u2y) / ng2;
}
}
float divergence(__global const float* v1, __global const float* v2, int y, int x, int v1_step, int v2_step)
{
if (x > 0 && y > 0)
{
const float v1x = v1[y * v1_step + x] - v1[y * v1_step + x - 1];
const float v2y = v2[y * v2_step + x] - v2[(y - 1) * v2_step + x];
return v1x + v2y;
}
else
{
if (y > 0)
return v1[y * v1_step + 0] + v2[y * v2_step + 0] - v2[(y - 1) * v2_step + 0];
else
{
if (x > 0)
return v1[0 * v1_step + x] - v1[0 * v1_step + x - 1] + v2[0 * v2_step + x];
else
return v1[0 * v1_step + 0] + v2[0 * v2_step + 0];
}
}
}
__kernel void estimateUKernel(__global const float* I1wx, int I1wx_col, int I1wx_row, int I1wx_step,
__global const float* I1wy, 
__global const float* grad,  
__global const float* rho_c, 
__global const float* p11, 
__global const float* p12, 
__global const float* p21, 
__global const float* p22, 
__global float* u1, int u1_step, 
__global float* u2, 
__global float* error, const float l_t, const float theta, int u2_step,
int u1_offset_x,
int u1_offset_y,
int u2_offset_x,
int u2_offset_y)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < I1wx_col && y < I1wx_row)
{
const float I1wxVal = I1wx[y * I1wx_step + x];
const float I1wyVal = I1wy[y * I1wx_step + x];
const float gradVal = grad[y * I1wx_step + x];
const float u1OldVal = u1[(y + u1_offset_y) * u1_step + x + u1_offset_x];
const float u2OldVal = u2[(y + u2_offset_y) * u2_step + x + u2_offset_x];
const float rho = rho_c[y * I1wx_step + x] + (I1wxVal * u1OldVal + I1wyVal * u2OldVal);
float d1 = 0.0f;
float d2 = 0.0f;
if (rho < -l_t * gradVal)
{
d1 = l_t * I1wxVal;
d2 = l_t * I1wyVal;
}
else if (rho > l_t * gradVal)
{
d1 = -l_t * I1wxVal;
d2 = -l_t * I1wyVal;
}
else if (gradVal > 1.192092896e-07f)
{
const float fi = -rho / gradVal;
d1 = fi * I1wxVal;
d2 = fi * I1wyVal;
}
const float v1 = u1OldVal + d1;
const float v2 = u2OldVal + d2;
const float div_p1 = divergence(p11, p12, y, x, I1wx_step, I1wx_step);
const float div_p2 = divergence(p21, p22, y, x, I1wx_step, I1wx_step);
const float u1NewVal = v1 + theta * div_p1;
const float u2NewVal = v2 + theta * div_p2;
u1[(y + u1_offset_y) * u1_step + x + u1_offset_x] = u1NewVal;
u2[(y + u2_offset_y) * u2_step + x + u2_offset_x] = u2NewVal;
const float n1 = (u1OldVal - u1NewVal) * (u1OldVal - u1NewVal);
const float n2 = (u2OldVal - u2NewVal) * (u2OldVal - u2NewVal);
error[y * I1wx_step + x] = n1 + n2;
}
}
#ifndef FLT_MAX
#define FLT_MAX  CL_FLT_MAX
#endif
#ifndef SHRT_MAX
#define SHRT_MAX  CL_SHORT_MAX
#endif
__kernel void get_first_k_initial_global_0(__global short *data_cost_selected_, __global short *selected_disp_pyr,
__global short *ctemp, int h, int w, int nr_plane,
int cmsg_step1, int cdisp_step1, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
__global short *selected_disparity = selected_disp_pyr      + y * cmsg_step1 + x;
__global short *data_cost_selected = data_cost_selected_    + y * cmsg_step1 + x;
__global short *data_cost          = ctemp + y * cmsg_step1 + x;
for(int i = 0; i < nr_plane; i++)
{
short minimum = SHRT_MAX;
int id = 0;
for(int d = 0; d < cndisp; d++)
{
short cur = data_cost[d * cdisp_step1];
if(cur < minimum)
{
minimum = cur;
id = d;
}
}
data_cost_selected[i  * cdisp_step1] = minimum;
selected_disparity[i  * cdisp_step1] = id;
data_cost         [id * cdisp_step1] = SHRT_MAX;
}
}
}
__kernel void get_first_k_initial_global_1(__global  float *data_cost_selected_, __global float *selected_disp_pyr,
__global  float *ctemp, int h, int w, int nr_plane,
int cmsg_step1, int cdisp_step1, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
__global   float *selected_disparity = selected_disp_pyr      + y * cmsg_step1 + x;
__global   float *data_cost_selected = data_cost_selected_    + y * cmsg_step1 + x;
__global   float *data_cost          = ctemp + y * cmsg_step1 + x;
for(int i = 0; i < nr_plane; i++)
{
float minimum = FLT_MAX;
int id = 0;
for(int d = 0; d < cndisp; d++)
{
float cur = data_cost[d * cdisp_step1];
if(cur < minimum)
{
minimum = cur;
id = d;
}
}
data_cost_selected[i  * cdisp_step1] = minimum;
selected_disparity[i  * cdisp_step1] = id;
data_cost         [id * cdisp_step1] = FLT_MAX;
}
}
}
__kernel void get_first_k_initial_local_0(__global  short *data_cost_selected_, __global short *selected_disp_pyr, 
__global  short *ctemp,int h, int w, int nr_plane,
int cmsg_step1, int cdisp_step1, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
__global short *selected_disparity = selected_disp_pyr   + y * cmsg_step1 + x;
__global short *data_cost_selected = data_cost_selected_ + y * cmsg_step1 + x;
__global short *data_cost = ctemp + y * cmsg_step1 + x;
int nr_local_minimum = 0;
short prev = data_cost[0 * cdisp_step1];
short cur  = data_cost[1 * cdisp_step1];
short next = data_cost[2 * cdisp_step1];
for (int d = 1; d < cndisp - 1 && nr_local_minimum < nr_plane; d++)
{
if (cur < prev && cur < next)
{
data_cost_selected[nr_local_minimum * cdisp_step1] = cur;
selected_disparity[nr_local_minimum * cdisp_step1] = d;
data_cost[d * cdisp_step1] = SHRT_MAX;
nr_local_minimum++;
}
prev = cur;
cur = next;
next = data_cost[(d + 1) * cdisp_step1];
}
for (int i = nr_local_minimum; i < nr_plane; i++)
{
short minimum = SHRT_MAX;
int id = 0;
for (int d = 0; d < cndisp; d++)
{
cur = data_cost[d * cdisp_step1];
if (cur < minimum)
{
minimum = cur;
id = d;
}
}
data_cost_selected[i * cdisp_step1] = minimum;
selected_disparity[i * cdisp_step1] = id;
data_cost[id * cdisp_step1] = SHRT_MAX;
}
}
}
__kernel void get_first_k_initial_local_1(__global float *data_cost_selected_, __global float *selected_disp_pyr, 
__global float *ctemp,int h, int w, int nr_plane,
int cmsg_step1,  int cdisp_step1, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
__global float *selected_disparity = selected_disp_pyr   + y * cmsg_step1 + x;
__global float *data_cost_selected = data_cost_selected_ + y * cmsg_step1 + x;
__global float *data_cost = ctemp + y * cmsg_step1 + x;
int nr_local_minimum = 0;
float prev = data_cost[0 * cdisp_step1];
float cur  = data_cost[1 * cdisp_step1];
float next = data_cost[2 * cdisp_step1];
for (int d = 1; d < cndisp - 1 && nr_local_minimum < nr_plane; d++)
{
if (cur < prev && cur < next)
{
data_cost_selected[nr_local_minimum * cdisp_step1] = cur;
selected_disparity[nr_local_minimum * cdisp_step1] = d;
data_cost[d * cdisp_step1] = FLT_MAX ;
nr_local_minimum++;
}
prev = cur;
cur = next;
next = data_cost[(d + 1) * cdisp_step1];
}
for (int i = nr_local_minimum; i < nr_plane; i++)
{
float minimum = FLT_MAX;
int id = 0;
for (int d = 0; d < cndisp; d++)
{
cur = data_cost[d * cdisp_step1];
if (cur < minimum)
{
minimum = cur;
id = d;
}
}
data_cost_selected[i * cdisp_step1] = minimum;
selected_disparity[i * cdisp_step1] = id;
data_cost[id * cdisp_step1] = FLT_MAX;
}
}
}
float compute_3(__global uchar* left, __global uchar* right,
float cdata_weight,  float cmax_data_term)
{
float tb = 0.114f * abs((int)left[0] - right[0]);
float tg = 0.587f * abs((int)left[1] - right[1]);
float tr = 0.299f * abs((int)left[2] - right[2]);
return fmin(cdata_weight * (tr + tg + tb), cdata_weight * cmax_data_term);
}
float compute_1(__global uchar* left, __global uchar* right, 
float cdata_weight,  float cmax_data_term)
{
return fmin(cdata_weight * abs((int)*left - (int)*right), cdata_weight * cmax_data_term);
}
short round_short(float v){
return convert_short_sat_rte(v); 
}
__kernel void init_data_cost_0(__global short *ctemp, __global uchar *cleft, __global uchar *cright, 
int h, int w, int level, int channels,
int cmsg_step1, float cdata_weight, float cmax_data_term, int cdisp_step1, 
int cth, int cimg_step, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
int y0 = y << level;
int yt = (y + 1) << level;
int x0 = x << level;
int xt = (x + 1) << level;
__global short *data_cost = ctemp + y * cmsg_step1 + x;
for(int d = 0; d < cndisp; ++d)
{
float val = 0.0f;
for(int yi = y0; yi < yt; yi++)
{
for(int xi = x0; xi < xt; xi++)
{
int xr = xi - d;
if(d < cth || xr < 0)
val += cdata_weight * cmax_data_term;
else
{
__global uchar *lle = cleft  + yi * cimg_step + xi * channels;
__global uchar *lri = cright + yi * cimg_step + xr * channels;
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
}
}
}
data_cost[cdisp_step1 * d] = round_short(val);
}
}
}
__kernel void init_data_cost_1(__global float *ctemp, __global uchar *cleft, __global uchar *cright, 
int h, int w, int level, int channels,
int cmsg_step1, float cdata_weight, float cmax_data_term, int cdisp_step1, 
int cth, int cimg_step, int cndisp)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
int y0 = y << level;
int yt = (y + 1) << level;
int x0 = x << level;
int xt = (x + 1) << level;
__global float *data_cost = ctemp + y * cmsg_step1 + x;
for(int d = 0; d < cndisp; ++d)
{
float val = 0.0f;
for(int yi = y0; yi < yt; yi++)
{
for(int xi = x0; xi < xt; xi++)
{
int xr = xi - d;
if(d < cth || xr < 0)
val += cdata_weight * cmax_data_term;
else
{
__global uchar* lle = cleft  + yi * cimg_step + xi * channels;
__global uchar* lri = cright + yi * cimg_step + xr * channels;
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
}
}
}
data_cost[cdisp_step1 * d] = val;
}
}
}
__kernel void init_data_cost_reduce_0(__global short *ctemp, __global uchar *cleft, __global uchar *cright,
__local float *smem, int level, int rows, int cols, int h, int winsz, int channels,
int cndisp,int cimg_step, float cdata_weight, float cmax_data_term, int cth, 
int cdisp_step1, int cmsg_step1)
{
int x_out = get_group_id(0);
int y_out = get_group_id(1) % h;
int d = (get_group_id(1) / h ) * get_local_size(2) + get_local_id(2); 
int tid = get_local_id(0);
if (d < cndisp)
{
int x0 = x_out << level;
int y0 = y_out << level;
int len = min(y0 + winsz, rows) - y0;
float val = 0.0f;
if (x0 + tid < cols)
{
if (x0 + tid - d < 0 || d < cth)
val = cdata_weight * cmax_data_term * len;
else
{
__global uchar* lle =  cleft + y0 * cimg_step + channels * (x0 + tid    );
__global uchar* lri = cright + y0 * cimg_step + channels * (x0 + tid - d);
for(int y = 0; y < len; ++y)
{
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
lle += cimg_step;
lri += cimg_step;
}
}
}
__local float* dline = smem + winsz * get_local_id(2);
dline[tid] = val;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < cndisp)
{
__local float* dline = smem + winsz * get_local_id(2);
if (winsz >= 256) 
{
if (tid < 128) 
dline[tid] += dline[tid + 128]; 
}
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local float* dline = smem + winsz * get_local_id(2);
if (winsz >= 128) 
{
if (tid <  64) 
dline[tid] += dline[tid + 64]; 
}
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 64) 
if (tid < 32) 
vdline[tid] += vdline[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 32) 
if (tid < 16) 
vdline[tid] += vdline[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d= 16)
if (tid <  8) 
vdline[tid] += vdline[tid + 8];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d= 8)
if (tid <  4) 
vdline[tid] += vdline[tid + 4];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d= 4)
if (tid <  2) 
vdline[tid] += vdline[tid + 2];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d= 2)
if (tid <  1) 
vdline[tid] += vdline[tid + 1];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < cndisp)
{
__local float* dline = smem + winsz * get_local_id(2);
__global short* data_cost = ctemp + y_out * cmsg_step1 + x_out;
if (tid == 0)
data_cost[cdisp_step1 * d] = convert_short_sat_rte(dline[0]);
}
}
__kernel void init_data_cost_reduce_1(__global float *ctemp, __global uchar *cleft, __global uchar *cright,
__local float *smem, int level, int rows, int cols, int h, int winsz, int channels,
int cndisp,int cimg_step, float cdata_weight, float cmax_data_term, int cth,
int cdisp_step1, int cmsg_step1)
{
int x_out = get_group_id(0);
int y_out = get_group_id(1) % h;
int d = (get_group_id(1) / h ) * get_local_size(2) + get_local_id(2); 
int tid = get_local_id(0);
if (d < cndisp)
{
int x0 = x_out << level;
int y0 = y_out << level;
int len = min(y0 + winsz, rows) - y0;
float val = 0.0f;
if (x0 + tid < cols)
{
if (x0 + tid - d < 0 || d < cth)
val = cdata_weight * cmax_data_term * len;
else
{
__global uchar* lle =  cleft + y0 * cimg_step + channels * (x0 + tid    );
__global uchar* lri = cright + y0 * cimg_step + channels * (x0 + tid - d);
for(int y = 0; y < len; ++y)
{
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
lle += cimg_step;
lri += cimg_step;
}
}
}
__local float* dline = smem + winsz * get_local_id(2);
dline[tid] = val;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < cndisp)
{
__local float* dline = smem + winsz * get_local_id(2);
if (winsz >= 256) 
if (tid < 128) 
dline[tid] += dline[tid + 128]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local float* dline = smem + winsz * get_local_id(2);
if (winsz >= 128) 
if (tid < 64) 
dline[tid] += dline[tid + 64]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 64) 
if (tid < 32) 
vdline[tid] += vdline[tid + 32]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 32) 
if (tid < 16) 
vdline[tid] += vdline[tid + 16]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 16) 
if (tid < 8) 
vdline[tid] += vdline[tid + 8]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 8) 
if (tid < 4) 
vdline[tid] += vdline[tid + 4]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 4) 
if (tid < 2) 
vdline[tid] += vdline[tid + 2]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 2) 
if (tid < 1) 
vdline[tid] += vdline[tid + 1]; 
}
barrier(CLK_LOCAL_MEM_FENCE); 
if(d < cndisp)
{
__global float *data_cost = ctemp + y_out * cmsg_step1 + x_out;
__local float* dline = smem + winsz * get_local_id(2);
if (tid == 0)
data_cost[cdisp_step1 * d] =  dline[0];
}
}
__kernel void compute_data_cost_0(__global const short *selected_disp_pyr, __global short *data_cost_, 
__global uchar *cleft, __global uchar *cright,
int h, int w, int level, int nr_plane, int channels,
int cmsg_step1, int cmsg_step2, int cdisp_step1, int cdisp_step2, float cdata_weight, 
float cmax_data_term, int cimg_step, int cth)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
int y0 = y << level;
int yt = (y + 1) << level;
int x0 = x << level;
int xt = (x + 1) << level;
__global const short *selected_disparity = selected_disp_pyr + y/2 * cmsg_step2 + x/2;
__global       short *data_cost          = data_cost_ + y * cmsg_step1 + x;
for(int d = 0; d < nr_plane; d++)
{
float val = 0.0f;
for(int yi = y0; yi < yt; yi++)
{
for(int xi = x0; xi < xt; xi++)
{
int sel_disp = selected_disparity[d * cdisp_step2];
int xr = xi - sel_disp;
if (xr < 0 || sel_disp < cth)
val += cdata_weight * cmax_data_term;
else
{
__global uchar* left_x  = cleft + yi * cimg_step + xi * channels;
__global uchar* right_x = cright + yi * cimg_step + xr * channels;
if(channels == 1)
val += compute_1(left_x, right_x, cdata_weight, cmax_data_term);
else
val += compute_3(left_x, right_x, cdata_weight, cmax_data_term);
}
}
}
data_cost[cdisp_step1 * d] = convert_short_sat_rte(val);
}
}
}
__kernel void compute_data_cost_1(__global const float *selected_disp_pyr, __global float *data_cost_, 
__global uchar *cleft, __global uchar *cright,
int h, int w, int level, int nr_plane, int channels,
int cmsg_step1, int cmsg_step2, int cdisp_step1, int cdisp_step2, float cdata_weight, 
float cmax_data_term, int cimg_step, int cth)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
int y0 = y << level;
int yt = (y + 1) << level;
int x0 = x << level;
int xt = (x + 1) << level;
__global const float *selected_disparity = selected_disp_pyr + y/2 * cmsg_step2 + x/2;
__global       float *data_cost          = data_cost_ + y * cmsg_step1 + x;
for(int d = 0; d < nr_plane; d++)
{
float val = 0.0f;
for(int yi = y0; yi < yt; yi++)
{
for(int xi = x0; xi < xt; xi++)
{
int sel_disp = selected_disparity[d * cdisp_step2];
int xr = xi - sel_disp;
if (xr < 0 || sel_disp < cth)
val += cdata_weight * cmax_data_term;
else
{
__global uchar* left_x  = cleft + yi * cimg_step + xi * channels;
__global uchar* right_x = cright + yi * cimg_step + xr * channels;
if(channels == 1)
val += compute_1(left_x, right_x, cdata_weight, cmax_data_term);
else
val += compute_3(left_x, right_x, cdata_weight, cmax_data_term);
}
}
}
data_cost[cdisp_step1 * d] = val;
}
}
}
__kernel void compute_data_cost_reduce_0(__global const short* selected_disp_pyr, __global short* data_cost_, 
__global uchar *cleft, __global uchar *cright,__local float *smem,
int level, int rows, int cols, int h, int nr_plane, 
int channels, int winsz,
int cmsg_step1, int cmsg_step2, int cdisp_step1, int cdisp_step2, 
float cdata_weight,  float cmax_data_term, int cimg_step,int cth)
{
int x_out = get_group_id(0);
int y_out = get_group_id(1) % h;
int d = (get_group_id(1)/ h) * get_local_size(2) + get_local_id(2);
int tid = get_local_id(0);
__global const short* selected_disparity = selected_disp_pyr + y_out/2 * cmsg_step2 + x_out/2;
__global short* data_cost = data_cost_ + y_out * cmsg_step1 + x_out;
if (d < nr_plane)
{
int sel_disp = selected_disparity[d * cdisp_step2];
int x0 = x_out << level;
int y0 = y_out << level;
int len = min(y0 + winsz, rows) - y0;
float val = 0.0f;
if (x0 + tid < cols)
{
if (x0 + tid - sel_disp < 0 || sel_disp < cth)
val = cdata_weight * cmax_data_term * len;
else
{
__global uchar* lle =  cleft + y0 * cimg_step + channels * (x0 + tid    );
__global uchar* lri = cright + y0 * cimg_step + channels * (x0 + tid - sel_disp);
for(int y = 0; y < len; ++y)
{
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
lle += cimg_step;
lri += cimg_step;
}
}
}
__local float* dline = smem + winsz * get_local_id(2);
dline[tid] = val;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 64) 
{
if (tid < 32) 
vdline[tid] += vdline[tid + 32];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 32) 
{
if (tid < 16) 
vdline[tid] += vdline[tid + 16];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 16) 
{
if (tid < 8) 
vdline[tid] += vdline[tid + 8];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 8) 
{
if (tid < 4) 
vdline[tid] += vdline[tid + 4];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 4) 
{
if (tid < 2) 
vdline[tid] += vdline[tid + 2];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 2) 
{
if (tid < 1) 
vdline[tid] += vdline[tid + 1];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (tid == 0)
data_cost[cdisp_step1 * d] = convert_short_sat_rte(vdline[0]);
}
}
__kernel void compute_data_cost_reduce_1(__global const float *selected_disp_pyr, __global float *data_cost_, 
__global uchar *cleft, __global uchar *cright, __local float *smem,
int level, int rows, int cols, int h, int nr_plane, 
int channels, int winsz,
int cmsg_step1, int cmsg_step2, int cdisp_step1,int cdisp_step2, float cdata_weight, 
float cmax_data_term, int cimg_step, int cth)
{
int x_out = get_group_id(0);
int y_out = get_group_id(1) % h;
int d = (get_group_id(1)/ h) * get_local_size(2) + get_local_id(2);
int tid = get_local_id(0);
__global const float *selected_disparity = selected_disp_pyr + y_out/2 * cmsg_step2 + x_out/2;
__global float *data_cost = data_cost_ + y_out * cmsg_step1 + x_out;
if (d < nr_plane)
{
int sel_disp = selected_disparity[d * cdisp_step2];
int x0 = x_out << level;
int y0 = y_out << level;
int len = min(y0 + winsz, rows) - y0;
float val = 0.0f;
if (x0 + tid < cols)
{
if (x0 + tid - sel_disp < 0 || sel_disp < cth)
val = cdata_weight * cmax_data_term * len;
else
{
__global uchar* lle =  cleft + y0 * cimg_step + channels * (x0 + tid    );
__global uchar* lri = cright + y0 * cimg_step + channels * (x0 + tid - sel_disp);
for(int y = 0; y < len; ++y)
{
if(channels == 1)
val += compute_1(lle, lri, cdata_weight, cmax_data_term);
else
val += compute_3(lle, lri, cdata_weight, cmax_data_term);
lle += cimg_step;
lri += cimg_step;
}
}
}
__local float* dline = smem + winsz * get_local_id(2);
dline[tid] = val;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 64) 
{
if (tid < 32) 
vdline[tid] += vdline[tid + 32];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)  
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 32) 
{
if (tid < 16) 
vdline[tid] += vdline[tid + 16];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >= 16) 
{
if (tid <  8) 
vdline[tid] += vdline[tid + 8];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >=  8) 
{
if (tid <  4) 
vdline[tid] += vdline[tid + 4];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >=  4) 
{
if (tid <  2) 
vdline[tid] += vdline[tid + 2];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (winsz >=  2) 
{
if (tid <  1) 
vdline[tid] += vdline[tid + 1];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(d < nr_plane)
{
__local volatile float* vdline = smem + winsz * get_local_id(2);
if (tid == 0)
data_cost[cdisp_step1 * d] = vdline[0];
}
}
void get_first_k_element_increase_0(__global short* u_new, __global short *d_new, __global short *l_new, 
__global short *r_new, __global const short *u_cur, __global const short *d_cur, 
__global const short *l_cur, __global const short *r_cur, 
__global short *data_cost_selected, __global short *disparity_selected_new, 
__global short *data_cost_new, __global const short* data_cost_cur, 
__global const short *disparity_selected_cur,
int nr_plane, int nr_plane2,
int cdisp_step1, int cdisp_step2)
{
for(int i = 0; i < nr_plane; i++)
{
short minimum = SHRT_MAX;
int id = 0;
for(int j = 0; j < nr_plane2; j++)
{
short cur = data_cost_new[j * cdisp_step1];
if(cur < minimum)
{
minimum = cur;
id = j;
}
}
data_cost_selected[i * cdisp_step1] = data_cost_cur[id * cdisp_step1];
disparity_selected_new[i * cdisp_step1] = disparity_selected_cur[id * cdisp_step2];
u_new[i * cdisp_step1] = u_cur[id * cdisp_step2];
d_new[i * cdisp_step1] = d_cur[id * cdisp_step2];
l_new[i * cdisp_step1] = l_cur[id * cdisp_step2];
r_new[i * cdisp_step1] = r_cur[id * cdisp_step2];
data_cost_new[id * cdisp_step1] = SHRT_MAX;
}
}
void get_first_k_element_increase_1(__global float *u_new, __global float *d_new, __global float *l_new, 
__global float *r_new, __global const float *u_cur, __global const float *d_cur, 
__global const float *l_cur, __global const float *r_cur,
__global float *data_cost_selected, __global float *disparity_selected_new, 
__global float *data_cost_new, __global const float *data_cost_cur, 
__global const float *disparity_selected_cur,
int nr_plane, int nr_plane2,
int cdisp_step1, int cdisp_step2)
{
for(int i = 0; i < nr_plane; i++)
{
float minimum = FLT_MAX;
int id = 0;
for(int j = 0; j < nr_plane2; j++)
{
float cur = data_cost_new[j * cdisp_step1];
if(cur < minimum)
{
minimum = cur;
id = j;
}
}
data_cost_selected[i * cdisp_step1] = data_cost_cur[id * cdisp_step1];
disparity_selected_new[i * cdisp_step1] = disparity_selected_cur[id * cdisp_step2];
u_new[i * cdisp_step1] = u_cur[id * cdisp_step2];
d_new[i * cdisp_step1] = d_cur[id * cdisp_step2];
l_new[i * cdisp_step1] = l_cur[id * cdisp_step2];
r_new[i * cdisp_step1] = r_cur[id * cdisp_step2];   
data_cost_new[id * cdisp_step1] = FLT_MAX;
}
}
__kernel void init_message_0(__global short *u_new_, __global short *d_new_, __global short *l_new_,
__global short *r_new_, __global  short *u_cur_, __global const short *d_cur_, 
__global const short *l_cur_, __global const short *r_cur_, __global short *ctemp,
__global short *selected_disp_pyr_new, __global const short *selected_disp_pyr_cur,
__global short *data_cost_selected_, __global const short *data_cost_,
int h, int w, int nr_plane, int h2, int w2, int nr_plane2,
int cdisp_step1, int cdisp_step2, int cmsg_step1, int cmsg_step2)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < h && x < w)
{
__global const short *u_cur = u_cur_ + min(h2-1, y/2 + 1) * cmsg_step2 + x/2;
__global const short *d_cur = d_cur_ + max(0, y/2 - 1)    * cmsg_step2 + x/2;
__global const short *l_cur = l_cur_ + y/2                * cmsg_step2 + min(w2-1, x/2 + 1);
__global const short *r_cur = r_cur_ + y/2                * cmsg_step2 + max(0, x/2 - 1);
__global short *data_cost_new = ctemp + y * cmsg_step1 + x;
__global const short *disparity_selected_cur = selected_disp_pyr_cur + y/2 * cmsg_step2 + x/2;
__global const short *data_cost = data_cost_ + y * cmsg_step1 + x;
for(int d = 0; d < nr_plane2; d++)
{
int idx2 = d * cdisp_step2;
short val  = data_cost[d * cdisp_step1] + u_cur[idx2] + d_cur[idx2] + l_cur[idx2] + r_cur[idx2];
data_cost_new[d * cdisp_step1] = val;
}
__global short *data_cost_selected = data_cost_selected_ + y * cmsg_step1 + x;
__global short *disparity_selected_new = selected_disp_pyr_new + y * cmsg_step1 + x;
__global short *u_new = u_new_ + y * cmsg_step1 + x;
__global short *d_new = d_new_ + y * cmsg_step1 + x;
__global short *l_new = l_new_ + y * cmsg_step1 + x;
__global short *r_new = r_new_ + y * cmsg_step1 + x;
u_cur = u_cur_ + y/2 * cmsg_step2 + x/2;
d_cur = d_cur_ + y/2 * cmsg_step2 + x/2;
l_cur = l_cur_ + y/2 * cmsg_step2 + x/2;
r_cur = r_cur_ + y/2 * cmsg_step2 + x/2;
get_first_k_element_increase_0(u_new, d_new, l_new, r_new, u_cur, d_cur, l_cur, r_cur,
data_cost_selected, disparity_selected_new, data_cost_new,
data_cost, disparity_selected_cur, nr_plane, nr_plane2,
cdisp_step1, cdisp_step2);
}
}
__kernel void init_message_1(__global float *u_new_, __global float *d_new_, __global float *l_new_,
__global float *r_new_, __global const float *u_cur_, __global const float *d_cur_, 
__global const float *l_cur_, __global const float *r_cur_, __global float *ctemp,
__global float *selected_disp_pyr_new, __global const float *selected_disp_pyr_cur,
__global float *data_cost_selected_, __global const float *data_cost_,
int h, int w, int nr_plane, int h2, int w2, int nr_plane2,
int cdisp_step1, int cdisp_step2, int cmsg_step1, int cmsg_step2)
{
int x = get_global_id(0);
int y = get_global_id(1);
__global const float *u_cur = u_cur_ + min(h2-1, y/2 + 1) * cmsg_step2 + x/2;
__global const float *d_cur = d_cur_ + max(0, y/2 - 1)    * cmsg_step2 + x/2;
__global const float *l_cur = l_cur_ + y/2                * cmsg_step2 + min(w2-1, x/2 + 1);
__global const float *r_cur = r_cur_ + y/2                * cmsg_step2 + max(0, x/2 - 1);
__global float *data_cost_new = ctemp + y * cmsg_step1 + x;
__global const float *disparity_selected_cur = selected_disp_pyr_cur + y/2 * cmsg_step2 + x/2;
__global const float *data_cost = data_cost_ + y * cmsg_step1 + x;
if (y < h && x < w)
{
for(int d = 0; d < nr_plane2; d++)
{
int idx2 = d * cdisp_step2;
float val  = data_cost[d * cdisp_step1] + u_cur[idx2] + d_cur[idx2] + l_cur[idx2] + r_cur[idx2];
data_cost_new[d * cdisp_step1] = val;
}
}
__global float *data_cost_selected = data_cost_selected_ + y * cmsg_step1 + x;
__global float *disparity_selected_new = selected_disp_pyr_new + y * cmsg_step1 + x;
__global float *u_new = u_new_ + y * cmsg_step1 + x;
__global float *d_new = d_new_ + y * cmsg_step1 + x;
__global float *l_new = l_new_ + y * cmsg_step1 + x;
__global float *r_new = r_new_ + y * cmsg_step1 + x;
barrier(CLK_LOCAL_MEM_FENCE);
if(y < h && x < w)
{
u_cur = u_cur_ + y/2 * cmsg_step2 + x/2;
d_cur = d_cur_ + y/2 * cmsg_step2 + x/2;
l_cur = l_cur_ + y/2 * cmsg_step2 + x/2;
r_cur = r_cur_ + y/2 * cmsg_step2 + x/2;
for(int i = 0; i < nr_plane; i++)
{
float minimum = FLT_MAX;
int id = 0;
for(int j = 0; j < nr_plane2; j++)
{
float cur = data_cost_new[j * cdisp_step1];
if(cur < minimum)
{
minimum = cur;
id = j;
}
}
data_cost_selected[i * cdisp_step1] = data_cost[id * cdisp_step1];  
disparity_selected_new[i * cdisp_step1] = disparity_selected_cur[id * cdisp_step2];
u_new[i * cdisp_step1] = u_cur[id * cdisp_step2];
d_new[i * cdisp_step1] = d_cur[id * cdisp_step2];
l_new[i * cdisp_step1] = l_cur[id * cdisp_step2];
r_new[i * cdisp_step1] = r_cur[id * cdisp_step2]; 
data_cost_new[id * cdisp_step1] = FLT_MAX;
}  
}
}
void message_per_pixel_0(__global const short *data, __global short *msg_dst, __global const short *msg1, 
__global const short *msg2, __global const short *msg3,
__global const short *dst_disp, __global const short *src_disp, 
int nr_plane, __global short *temp,
float cmax_disc_term, int cdisp_step1, float cdisc_single_jump)
{
short minimum = SHRT_MAX;
for(int d = 0; d < nr_plane; d++)     
{
int idx = d * cdisp_step1;
short val  = data[idx] + msg1[idx] + msg2[idx] + msg3[idx];
if(val < minimum)
minimum = val;
msg_dst[idx] = val;
}
float sum = 0;
for(int d = 0; d < nr_plane; d++)
{
float cost_min = minimum + cmax_disc_term;
short src_disp_reg = src_disp[d * cdisp_step1];
for(int d2 = 0; d2 < nr_plane; d2++)
cost_min = fmin(cost_min, (msg_dst[d2 * cdisp_step1] + 
cdisc_single_jump * abs(dst_disp[d2 * cdisp_step1] - src_disp_reg)));
temp[d * cdisp_step1] = convert_short_sat_rte(cost_min);
sum += cost_min;
}
sum /= nr_plane;
for(int d = 0; d < nr_plane; d++)
msg_dst[d * cdisp_step1] = convert_short_sat_rte(temp[d * cdisp_step1] - sum);
}
void message_per_pixel_1(__global const float *data, __global float *msg_dst, __global const float *msg1, 
__global const float *msg2, __global const float *msg3,
__global const float *dst_disp, __global const float *src_disp, 
int nr_plane, __global float *temp,
float cmax_disc_term, int cdisp_step1, float cdisc_single_jump)
{
float minimum = FLT_MAX;
for(int d = 0; d < nr_plane; d++)     
{
int idx = d * cdisp_step1;
float val  = data[idx] + msg1[idx] + msg2[idx] + msg3[idx];
if(val < minimum)
minimum = val;
msg_dst[idx] = val;
}
float sum = 0;
for(int d = 0; d < nr_plane; d++)
{
float cost_min = minimum + cmax_disc_term;
float src_disp_reg = src_disp[d * cdisp_step1];
for(int d2 = 0; d2 < nr_plane; d2++)
cost_min = fmin(cost_min, (msg_dst[d2 * cdisp_step1] + 
cdisc_single_jump * fabs(dst_disp[d2 * cdisp_step1] - src_disp_reg)));
temp[d * cdisp_step1] = cost_min;
sum += cost_min;
}
sum /= nr_plane;
for(int d = 0; d < nr_plane; d++)
msg_dst[d * cdisp_step1] = temp[d * cdisp_step1] - sum;
}
__kernel void compute_message_0(__global short *u_, __global short *d_, __global short *l_, __global short *r_, 
__global const short *data_cost_selected, __global const short *selected_disp_pyr_cur, 
__global short *ctemp, int h, int w, int nr_plane, int i, 
float cmax_disc_term, int cdisp_step1, int cmsg_step1, float cdisc_single_jump)
{
int y = get_global_id(1);
int x = ((get_global_id(0)) << 1) + ((y + i) & 1);
if (y > 0 && y < h - 1 && x > 0 && x < w - 1)
{
__global const short *data = data_cost_selected + y * cmsg_step1 + x;
__global short *u = u_ + y * cmsg_step1 + x;
__global short *d = d_ + y * cmsg_step1 + x;
__global short *l = l_ + y * cmsg_step1 + x;
__global short *r = r_ + y * cmsg_step1 + x;
__global const short *disp = selected_disp_pyr_cur + y * cmsg_step1 + x;
__global short *temp = ctemp + y * cmsg_step1 + x;
message_per_pixel_0(data, u, r - 1, u + cmsg_step1, l + 1, disp, disp - cmsg_step1, nr_plane, temp, 
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_0(data, d, d - cmsg_step1, r - 1, l + 1, disp, disp + cmsg_step1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_0(data, l, u + cmsg_step1, d - cmsg_step1, l + 1, disp, disp - 1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_0(data, r, u + cmsg_step1, d - cmsg_step1, r - 1, disp, disp + 1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
}
}
__kernel void compute_message_1(__global float *u_, __global float *d_, __global float *l_, __global float *r_, 
__global const float *data_cost_selected, __global const float *selected_disp_pyr_cur, 
__global float *ctemp, int h, int w, int nr_plane, int i, 
float cmax_disc_term, int cdisp_step1, int cmsg_step1, float cdisc_single_jump)
{
int y = get_global_id(1);
int x = ((get_global_id(0)) << 1) + ((y + i) & 1);
if (y > 0 && y < h - 1 && x > 0 && x < w - 1)
{
__global const float *data = data_cost_selected + y * cmsg_step1 + x;
__global float *u = u_ + y * cmsg_step1 + x;
__global float *d = d_ + y * cmsg_step1 + x;
__global float *l = l_ + y * cmsg_step1 + x;
__global float *r = r_ + y * cmsg_step1 + x;
__global const float *disp = selected_disp_pyr_cur + y * cmsg_step1 + x;
__global float *temp = ctemp + y * cmsg_step1 + x;
message_per_pixel_1(data, u, r - 1, u + cmsg_step1, l + 1, disp, disp - cmsg_step1, nr_plane, temp, 
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_1(data, d, d - cmsg_step1, r - 1, l + 1, disp, disp + cmsg_step1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_1(data, l, u + cmsg_step1, d - cmsg_step1, l + 1, disp, disp - 1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
message_per_pixel_1(data, r, u + cmsg_step1, d - cmsg_step1, r - 1, disp, disp + 1, nr_plane, temp,
cmax_disc_term, cdisp_step1, cdisc_single_jump);
}
}
__kernel void compute_disp_0(__global const short *u_, __global const short *d_, __global const short *l_, 
__global const short *r_, __global const short * data_cost_selected, 
__global const short *disp_selected_pyr,
__global short* disp, 
int res_step, int cols, int rows, int nr_plane,
int cmsg_step1, int cdisp_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y > 0 && y < rows - 1 && x > 0 && x < cols - 1)
{
__global const short *data = data_cost_selected + y * cmsg_step1 + x;
__global const short *disp_selected = disp_selected_pyr + y * cmsg_step1 + x;
__global const short *u = u_ + (y+1) * cmsg_step1 + (x+0);
__global const short *d = d_ + (y-1) * cmsg_step1 + (x+0);
__global const short *l = l_ + (y+0) * cmsg_step1 + (x+1);
__global const short *r = r_ + (y+0) * cmsg_step1 + (x-1);
short best = 0;
short best_val = SHRT_MAX;
for (int i = 0; i < nr_plane; ++i)
{
int idx = i * cdisp_step1;
short val = data[idx]+ u[idx] + d[idx] + l[idx] + r[idx];
if (val < best_val)
{
best_val = val;
best = disp_selected[idx];
}
}
disp[res_step * y + x] = best;
}
}
__kernel void compute_disp_1(__global const float *u_, __global const float *d_, __global const float *l_, 
__global const float *r_, __global const float *data_cost_selected, 
__global const float *disp_selected_pyr,
__global short *disp, 
int res_step, int cols, int rows, int nr_plane,
int cmsg_step1, int cdisp_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y > 0 && y < rows - 1 && x > 0 && x < cols - 1)
{
__global const float *data = data_cost_selected + y * cmsg_step1 + x;
__global const float *disp_selected = disp_selected_pyr + y * cmsg_step1 + x;
__global const float *u = u_ + (y+1) * cmsg_step1 + (x+0);
__global const float *d = d_ + (y-1) * cmsg_step1 + (x+0);
__global const float *l = l_ + (y+0) * cmsg_step1 + (x+1);
__global const float *r = r_ + (y+0) * cmsg_step1 + (x-1);
short best = 0;
short best_val = SHRT_MAX;
for (int i = 0; i < nr_plane; ++i)
{
int idx = i * cdisp_step1;
float val = data[idx]+ u[idx] + d[idx] + l[idx] + r[idx];
if (val < best_val)
{
best_val = val;
best = convert_short_sat_rte(disp_selected[idx]);
}
}
disp[res_step * y + x] = best;
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifdef T_FLOAT
#define T float
#else
#define T short
#endif
T saturate_cast(float v){
#ifdef T_SHORT
return convert_short_sat_rte(v); 
#else
return v;
#endif
}
#define FLOAT_MAX 3.402823466e+38f
typedef struct
{
int   cndisp;
float cmax_data_term;
float cdata_weight;
float cmax_disc_term;
float cdisc_single_jump;
}con_srtuct_t;
float pix_diff_1(__global const uchar *ls, __global const uchar *rs)
{
return abs((int)(*ls) - *rs); 
}
float pix_diff_3(__global const uchar *ls, __global const uchar *rs)
{
const float tr = 0.299f;
const float tg = 0.587f;
const float tb = 0.114f;
float val;
val =  tb * abs((int)ls[0] - rs[0]);
val += tg * abs((int)ls[1] - rs[1]);
val += tr * abs((int)ls[2] - rs[2]);
return val;
}
float pix_diff_4(__global const uchar *ls, __global const uchar *rs)
{
uchar4 l, r;
l = *((__global uchar4 *)ls);
r = *((__global uchar4 *)rs);
const float tr = 0.299f;
const float tg = 0.587f;
const float tb = 0.114f;
float val;
val  = tb * abs((int)l.x - r.x);
val += tg * abs((int)l.y - r.y);
val += tr * abs((int)l.z - r.z);
return val;
}
#ifndef CN
#define CN 4
#endif
#define CAT(X,Y) X##Y
#define CAT2(X,Y) CAT(X,Y)
#define PIX_DIFF CAT2(pix_diff_, CN)
__kernel void comp_data(__global uchar *left,  int left_rows,  int left_cols,  int left_step,
__global uchar *right, int right_step,
__global T *data, int data_step,
__constant con_srtuct_t *con_st)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y > 0 && y < (left_rows - 1) && x > 0 && x < (left_cols - 1))
{
data_step /= sizeof(T);
const __global uchar* ls = left  + y * left_step  + x * CN;
const __global uchar* rs = right + y * right_step + x * CN;
__global T *ds = data + y * data_step + x;
const unsigned int disp_step = data_step * left_rows;
for (int disp = 0; disp < con_st -> cndisp; disp++)
{
if (x - disp >= 1)
{
float val = 0;
val = PIX_DIFF(ls, rs - disp * CN);
ds[disp * disp_step] =  saturate_cast(fmin(con_st -> cdata_weight * val, 
con_st -> cdata_weight * con_st -> cmax_data_term));
}
else
{
ds[disp * disp_step] =  saturate_cast(con_st -> cdata_weight * con_st -> cmax_data_term);
}
}
}
}
__kernel void data_step_down(__global T *src, int src_rows, 
__global T *dst, int dst_rows, int dst_cols, 
int src_step, int dst_step,
int cndisp)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if (x < dst_cols && y < dst_rows)
{
src_step /= sizeof(T);
dst_step /= sizeof(T);
for (int d = 0; d < cndisp; ++d)
{
float dst_reg;
dst_reg  = src[(d * src_rows + min(2*y+0, src_rows-1)) * src_step + 2*x+0];
dst_reg += src[(d * src_rows + min(2*y+1, src_rows-1)) * src_step + 2*x+0];
dst_reg += src[(d * src_rows + min(2*y+0, src_rows-1)) * src_step + 2*x+1];
dst_reg += src[(d * src_rows + min(2*y+1, src_rows-1)) * src_step + 2*x+1];
dst[(d * dst_rows + y) * dst_step + x] = saturate_cast(dst_reg);
}
}
}
__kernel void level_up_message(__global T *src, int src_rows, int src_step,
__global T *dst, int dst_rows, int dst_cols, int dst_step,
int cndisp)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if (x < dst_cols && y < dst_rows)
{
src_step /= sizeof(T);
dst_step /= sizeof(T);
const int dst_disp_step = dst_step * dst_rows;
const int src_disp_step = src_step * src_rows;
__global T       *dstr = dst + y * dst_step + x;
__global const T *srcr = src + (y / 2 * src_step) + (x / 2);
for (int d = 0; d < cndisp; ++d)
dstr[d * dst_disp_step] = srcr[d * src_disp_step];
}
}
void calc_min_linear_penalty(__global T * dst, int disp_step, 
int cndisp, float cdisc_single_jump)
{
float prev = dst[0];
float cur;
for (int disp = 1; disp < cndisp; ++disp)
{
prev += cdisc_single_jump;
cur = dst[disp_step * disp];
if (prev < cur)
{
cur = prev;
dst[disp_step * disp] = saturate_cast(prev);
}
prev = cur;
}
prev = dst[(cndisp - 1) * disp_step];
for (int disp = cndisp - 2; disp >= 0; disp--)
{
prev += cdisc_single_jump;
cur = dst[disp_step * disp];
if (prev < cur)
{
cur = prev;
dst[disp_step * disp] = saturate_cast(prev);
}
prev = cur;
}
}
void message(const __global T *msg1, const __global T *msg2,
const __global T *msg3, const __global T *data, __global T *dst,
int msg_disp_step, int data_disp_step, int cndisp, float cmax_disc_term, float cdisc_single_jump)
{
float minimum = FLOAT_MAX;
for(int i = 0; i < cndisp; ++i)
{
float dst_reg;
dst_reg  = msg1[msg_disp_step * i];
dst_reg += msg2[msg_disp_step * i];
dst_reg += msg3[msg_disp_step * i];
dst_reg += data[data_disp_step * i];
if (dst_reg < minimum)
minimum = dst_reg;
dst[msg_disp_step * i] = saturate_cast(dst_reg);
}
calc_min_linear_penalty(dst, msg_disp_step, cndisp, cdisc_single_jump);
minimum += cmax_disc_term;
float sum = 0;
for(int i = 0; i < cndisp; ++i)
{
float dst_reg = dst[msg_disp_step * i];
if (dst_reg > minimum)
{
dst_reg = minimum;
dst[msg_disp_step * i] = saturate_cast(minimum);
}
sum += dst_reg;
}
sum /= cndisp;
for(int i = 0; i < cndisp; ++i)
dst[msg_disp_step * i] -= sum;
}
__kernel void one_iteration(__global T *u,    int u_step,
__global T *data, int data_step,
__global T *d,    __global T *l, __global T *r,
int t, int cols, int rows, 
int cndisp, float cmax_disc_term, float cdisc_single_jump)
{
const int y = get_global_id(1);
const int x = ((get_global_id(0)) << 1) + ((y + t) & 1);
if ((y > 0) && (y < rows - 1) && (x > 0) && (x < cols - 1))
{
u_step    /= sizeof(T);
data_step /= sizeof(T);
__global T *us = u + y * u_step + x;
__global T *ds = d + y * u_step + x;
__global T *ls = l + y * u_step + x;
__global T *rs = r + y * u_step + x;
const __global  T *dt = data + y * data_step + x;
int msg_disp_step = u_step * rows;
int data_disp_step = data_step * rows;
message(us + u_step, ls      + 1, rs - 1, dt, us, msg_disp_step, data_disp_step, cndisp, 
cmax_disc_term, cdisc_single_jump);
message(ds - u_step, ls      + 1, rs - 1, dt, ds, msg_disp_step, data_disp_step, cndisp,
cmax_disc_term, cdisc_single_jump);
message(us + u_step, ds - u_step, rs - 1, dt, rs, msg_disp_step, data_disp_step, cndisp,
cmax_disc_term, cdisc_single_jump);
message(us + u_step, ds - u_step, ls + 1, dt, ls, msg_disp_step, data_disp_step, cndisp,
cmax_disc_term, cdisc_single_jump);
}
}
__kernel void output(const __global T *u, int u_step,
const __global T *d, const __global T *l,
const __global T *r, const __global T *data,
__global T *disp, int disp_rows, int disp_cols, int disp_step,
int cndisp)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if (y > 0 && y < disp_rows - 1 && x > 0 && x < disp_cols - 1)
{
u_step    /= sizeof(T);
disp_step /= sizeof(T);
const __global T *us = u + (y + 1) * u_step + x;
const __global T *ds = d + (y - 1) * u_step + x;
const __global T *ls = l + y * u_step + (x + 1);
const __global T *rs = r + y * u_step + (x - 1);
const __global T *dt = data + y * u_step + x;
int disp_steps = disp_rows * u_step;
int best = 0;
float best_val = FLOAT_MAX;
for (int d = 0; d < cndisp; ++d)
{
float val;
val  = us[d * disp_steps];
val += ds[d * disp_steps];
val += ls[d * disp_steps];
val += rs[d * disp_steps];
val += dt[d * disp_steps];
if (val < best_val)
{
best_val = val;
best = d;
}
}
(disp + y * disp_step)[x] = convert_short_sat(best);
}
}
#define ROWSperTHREAD 21
#define BLOCK_W       128
#define N_DISPARITIES 8
#define STEREO_MIND 0
#define STEREO_DISP_STEP N_DISPARITIES
#ifndef radius
#define radius 64
#endif
unsigned int CalcSSD(__local unsigned int *col_ssd)
{
unsigned int cache = col_ssd[0];
#pragma unroll
for(int i = 1; i <= (radius << 1); i++)
cache += col_ssd[i];
return cache;
}
uint2 MinSSD(__local unsigned int *col_ssd)
{
unsigned int ssd[N_DISPARITIES];
const int win_size = (radius << 1);
ssd[0] = CalcSSD(col_ssd + 0 * (BLOCK_W + win_size));
ssd[1] = CalcSSD(col_ssd + 1 * (BLOCK_W + win_size));
ssd[2] = CalcSSD(col_ssd + 2 * (BLOCK_W + win_size));
ssd[3] = CalcSSD(col_ssd + 3 * (BLOCK_W + win_size));
ssd[4] = CalcSSD(col_ssd + 4 * (BLOCK_W + win_size));
ssd[5] = CalcSSD(col_ssd + 5 * (BLOCK_W + win_size));
ssd[6] = CalcSSD(col_ssd + 6 * (BLOCK_W + win_size));
ssd[7] = CalcSSD(col_ssd + 7 * (BLOCK_W + win_size));
unsigned int mssd = min(min(min(ssd[0], ssd[1]), min(ssd[4], ssd[5])), min(min(ssd[2], ssd[3]), min(ssd[6], ssd[7])));
int bestIdx = 0;
for (int i = 0; i < N_DISPARITIES; i++)
{
if (mssd == ssd[i])
bestIdx = i;
}
return (uint2)(mssd, bestIdx);
}
void StepDown(int idx1, int idx2, __global unsigned char* imageL,
__global unsigned char* imageR, int d,   __local unsigned int *col_ssd)
{
uint8 imgR1 = convert_uint8(vload8(0, imageR + (idx1 - d - 7)));
uint8 imgR2 = convert_uint8(vload8(0, imageR + (idx2 - d - 7)));
uint8 diff1 = (uint8)(imageL[idx1]) - imgR1;
uint8 diff2 = (uint8)(imageL[idx2]) - imgR2;
uint8 res = diff2 * diff2 - diff1 * diff1;
const int win_size = (radius << 1);
col_ssd[0 * (BLOCK_W + win_size)] += res.s7;
col_ssd[1 * (BLOCK_W + win_size)] += res.s6;
col_ssd[2 * (BLOCK_W + win_size)] += res.s5;
col_ssd[3 * (BLOCK_W + win_size)] += res.s4;
col_ssd[4 * (BLOCK_W + win_size)] += res.s3;
col_ssd[5 * (BLOCK_W + win_size)] += res.s2;
col_ssd[6 * (BLOCK_W + win_size)] += res.s1;
col_ssd[7 * (BLOCK_W + win_size)] += res.s0;
}
void InitColSSD(int x_tex, int y_tex, int im_pitch, __global unsigned char* imageL,
__global unsigned char* imageR, int d,
__local unsigned int *col_ssd)
{
uint8 leftPixel1;
uint8 diffa = 0;
int idx = y_tex * im_pitch + x_tex;
const int win_size = (radius << 1);
for(int i = 0; i < (win_size + 1); i++)
{
leftPixel1 = (uint8)(imageL[idx]);
uint8 imgR = convert_uint8(vload8(0, imageR + (idx - d - 7)));
uint8 res = leftPixel1 - imgR;
diffa += res * res;
idx += im_pitch;
}
col_ssd[0 * (BLOCK_W + win_size)] = diffa.s7;
col_ssd[1 * (BLOCK_W + win_size)] = diffa.s6;
col_ssd[2 * (BLOCK_W + win_size)] = diffa.s5;
col_ssd[3 * (BLOCK_W + win_size)] = diffa.s4;
col_ssd[4 * (BLOCK_W + win_size)] = diffa.s3;
col_ssd[5 * (BLOCK_W + win_size)] = diffa.s2;
col_ssd[6 * (BLOCK_W + win_size)] = diffa.s1;
col_ssd[7 * (BLOCK_W + win_size)] = diffa.s0;
}
__kernel void stereoKernel(__global unsigned char *left, __global unsigned char *right,
__global unsigned int *cminSSDImage, int cminSSD_step,
__global unsigned char *disp, int disp_step,int cwidth, int cheight,
int img_step, int maxdisp,
__local unsigned int *col_ssd_cache)
{
__local unsigned int *col_ssd = col_ssd_cache + get_local_id(0);
__local unsigned int *col_ssd_extra = get_local_id(0) < (radius << 1) ? col_ssd + BLOCK_W : 0;
int X = get_group_id(0) * BLOCK_W + get_local_id(0) + maxdisp + radius;
#define Y (get_group_id(1) * ROWSperTHREAD + radius)
__global unsigned int* minSSDImage = cminSSDImage + X + Y * cminSSD_step;
__global unsigned char* disparImage = disp + X + Y * disp_step;
int end_row = ROWSperTHREAD < (cheight - Y) ? ROWSperTHREAD:(cheight - Y);
int y_tex;
int x_tex = X - radius;
for(int d = STEREO_MIND; d < maxdisp; d += STEREO_DISP_STEP)
{
y_tex = Y - radius;
InitColSSD(x_tex, y_tex, img_step, left, right, d, col_ssd);
if (col_ssd_extra > 0)
if (x_tex + BLOCK_W < cwidth)
InitColSSD(x_tex + BLOCK_W, y_tex, img_step, left, right, d, col_ssd_extra);
barrier(CLK_LOCAL_MEM_FENCE);
uint2 minSSD = MinSSD(col_ssd);
if (X < cwidth - radius && Y < cheight - radius)
{
if (minSSD.x < minSSDImage[0])
{
disparImage[0] = (unsigned char)(d + minSSD.y);
minSSDImage[0] = minSSD.x;
}
}
for(int row = 1; row < end_row; row++)
{
int idx1 = y_tex * img_step + x_tex;
int idx2 = min(y_tex + ((radius << 1) + 1), cheight - 1) * img_step + x_tex;
barrier(CLK_LOCAL_MEM_FENCE);
StepDown(idx1, idx2, left, right, d, col_ssd);
if (col_ssd_extra > 0)
if (x_tex + BLOCK_W < cwidth)
StepDown(idx1, idx2, left + BLOCK_W, right + BLOCK_W, d, col_ssd_extra);
barrier(CLK_LOCAL_MEM_FENCE);
uint2 minSSD = MinSSD(col_ssd);
if (X < cwidth - radius && row < cheight - radius - Y)
{
int idx = row * cminSSD_step;
if (minSSD.x < minSSDImage[idx])
{
disparImage[disp_step * row] = (unsigned char)(d + minSSD.y);
minSSDImage[idx] = minSSD.x;
}
}
y_tex++;
}
}
}
__kernel void prefilter_xsobel(__global unsigned char *input, __global unsigned char *output,
int rows, int cols, int prefilterCap)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int cov = input[(y-1) * cols + (x-1)] * (-1) + input[(y-1) * cols + (x+1)] * (1) +
input[(y)   * cols + (x-1)] * (-2) + input[(y)   * cols + (x+1)] * (2) +
input[(y+1) * cols + (x-1)] * (-1) + input[(y+1) * cols + (x+1)] * (1);
cov = min(min(max(-prefilterCap, cov), prefilterCap) + prefilterCap, 255);
output[y * cols + x] = cov & 0xFF;
}
}
float sobel(__global unsigned char *input, int x, int y, int rows, int cols)
{
float conv = 0;
int y1 = y==0? 0 : y-1;
int x1 = x==0? 0 : x-1;
if(x < cols && y < rows && x > 0 && y > 0)
{
conv = (float)input[(y1)  * cols + (x1)] * (-1) + (float)input[(y1)  * cols + (x+1)] * (1) +
(float)input[(y)   * cols + (x1)] * (-2) + (float)input[(y)   * cols + (x+1)] * (2) +
(float)input[(y+1) * cols + (x1)] * (-1) + (float)input[(y+1) * cols + (x+1)] * (1);
}
return fabs(conv);
}
float CalcSums(__local float *cols, __local float *cols_cache, int winsz)
{
float cache = 0;
float cache2 = 0;
int winsz2 = winsz/2;
int x = get_local_id(0);
int group_size_x = get_local_size(0);
for(int i = 1; i <= winsz2; i++)
cache += cols[i];
cols_cache[0] = cache;
barrier(CLK_LOCAL_MEM_FENCE);
if (x < group_size_x - winsz2)
cache2 = cols_cache[winsz2];
else
for(int i = winsz2 + 1; i < winsz; i++)
cache2 += cols[i];
return cols[0] + cache + cache2;
}
#define RpT (2 * ROWSperTHREAD)
__kernel void textureness_kernel(__global unsigned char *disp, int disp_rows, int disp_cols,
int disp_step, __global unsigned char *input, int input_rows,
int input_cols,int winsz, float threshold,
__local float *cols_cache)
{
int winsz2 = winsz/2;
int n_dirty_pixels = (winsz2) * 2;
int local_id_x = get_local_id(0);
int group_size_x = get_local_size(0);
int group_id_y = get_group_id(1);
__local float *cols = cols_cache + group_size_x + local_id_x;
__local float *cols_extra = local_id_x < n_dirty_pixels ? cols + group_size_x : 0;
int x = get_global_id(0);
int beg_row = group_id_y * RpT;
int end_row = min(beg_row + RpT, disp_rows);
int y = beg_row;
float sum = 0;
float sum_extra = 0;
for(int i = y - winsz2; i <= y + winsz2; ++i)
{
sum += sobel(input, x - winsz2, i, input_rows, input_cols);
if (cols_extra)
sum_extra += sobel(input, x + group_size_x - winsz2, i, input_rows, input_cols);
}
*cols = sum;
if (cols_extra)
*cols_extra = sum_extra;
barrier(CLK_LOCAL_MEM_FENCE);
float sum_win = CalcSums(cols, cols_cache + local_id_x, winsz) * 255;
if (sum_win < threshold)
disp[y * disp_step + x] = 0;
barrier(CLK_LOCAL_MEM_FENCE);
for(int y = beg_row + 1; y < end_row; ++y)
{
sum = sum - sobel(input, x - winsz2, y - winsz2 - 1, input_rows, input_cols) +
sobel(input, x - winsz2, y + winsz2, input_rows, input_cols);
*cols = sum;
if (cols_extra)
{
sum_extra = sum_extra - sobel(input, x + group_size_x - winsz2, y - winsz2 - 1,input_rows, input_cols)
+ sobel(input, x + group_size_x - winsz2, y + winsz2, input_rows, input_cols);
*cols_extra = sum_extra;
}
barrier(CLK_LOCAL_MEM_FENCE);
float sum_win = CalcSums(cols, cols_cache + local_id_x, winsz) * 255;
if (sum_win < threshold)
disp[y * disp_step + x] = 0;
barrier(CLK_LOCAL_MEM_FENCE);
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void split_vector_C4_D0 (__global uchar *mat_src,  int src_step,  int src_offset,
__global uchar *mat_dst0, int dst0_step, int dst0_offset,
__global uchar *mat_dst1, int dst1_step, int dst1_offset,
__global uchar *mat_dst2, int dst2_step, int dst2_offset,
__global uchar *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
int src_idx  = mad24(y, src_step, src_offset + (x << 2));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x) & (int)0xfffffffc;
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x) & (int)0xfffffffc;
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + x) & (int)0xfffffffc;
int dst3_start = mad24(y, dst3_step, dst3_offset);
int dst3_end   = mad24(y, dst3_step, dst3_offset + dst_step1);
int dst3_idx   = mad24(y, dst3_step, dst3_offset + x) & (int)0xfffffffc;
uchar4 data_0 = *((global uchar4 *)(mat_src + (src_idx - 12 >= 0 ? src_idx - 12 : src_idx)));
uchar4 data_1 = *((global uchar4 *)(mat_src + (src_idx - 8  >= 0 ? src_idx - 8  : src_idx)));
uchar4 data_2 = *((global uchar4 *)(mat_src + (src_idx - 4  >= 0 ? src_idx - 4  : src_idx)));
uchar4 data_3 = *((global uchar4 *)(mat_src + src_idx + 0 ));
int total_bytes = src_offset + rows * src_step;
uchar4 data_4 = *((global uchar4 *)(mat_src + (src_idx + 4  < total_bytes ? src_idx + 4  : src_idx)));
uchar4 data_5 = *((global uchar4 *)(mat_src + (src_idx + 8  < total_bytes ? src_idx + 8  : src_idx)));
uchar4 data_6 = *((global uchar4 *)(mat_src + (src_idx + 12 < total_bytes ? src_idx + 12 : src_idx)));
uchar4 tmp_data0=1, tmp_data1=2, tmp_data2, tmp_data3;
if((dst0_offset & 3) == 3)
tmp_data0 = (uchar4)(data_0.x, data_1.x, data_2.x, data_3.x);
if((dst0_offset & 3) == 2)
tmp_data0 = (uchar4)(data_1.x, data_2.x, data_3.x, data_4.x);
if((dst0_offset & 3) == 1)
tmp_data0 = (uchar4)(data_2.x, data_3.x, data_4.x, data_5.x);
if((dst0_offset & 3) == 0)
tmp_data0 = (uchar4)(data_3.x, data_4.x, data_5.x, data_6.x);
if((dst1_offset & 3) == 3)
tmp_data1 = (uchar4)(data_0.y, data_1.y, data_2.y, data_3.y);
if((dst1_offset & 3) == 2)
tmp_data1 = (uchar4)(data_1.y, data_2.y, data_3.y, data_4.y);
if((dst1_offset & 3) == 1)
tmp_data1 = (uchar4)(data_2.y, data_3.y, data_4.y, data_5.y);
if((dst1_offset & 3) == 0)
tmp_data1 = (uchar4)(data_3.y, data_4.y, data_5.y, data_6.y);
if((dst2_offset & 3) == 3)
tmp_data2 = (uchar4)(data_0.z, data_1.z, data_2.z, data_3.z);
if((dst2_offset & 3) == 2)
tmp_data2 = (uchar4)(data_1.z, data_2.z, data_3.z, data_4.z);
if((dst2_offset & 3) == 1)
tmp_data2 = (uchar4)(data_2.z, data_3.z, data_4.z, data_5.z);
if((dst2_offset & 3) == 0)
tmp_data2 = (uchar4)(data_3.z, data_4.z, data_5.z, data_6.z);
if((dst3_offset & 3) == 3)
tmp_data3 = (uchar4)(data_0.w, data_1.w, data_2.w, data_3.w);
if((dst3_offset & 3) == 2)
tmp_data3 = (uchar4)(data_1.w, data_2.w, data_3.w, data_4.w);
if((dst3_offset & 3) == 1)
tmp_data3 = (uchar4)(data_2.w, data_3.w, data_4.w, data_5.w);
if((dst3_offset & 3) == 0)
tmp_data3 = (uchar4)(data_3.w, data_4.w, data_5.w, data_6.w);
uchar4 dst0_data  = *((__global uchar4 *)(mat_dst0 + dst0_idx));
uchar4 dst1_data  = *((__global uchar4 *)(mat_dst1 + dst1_idx));
uchar4 dst2_data  = *((__global uchar4 *)(mat_dst2 + dst2_idx));
uchar4 dst3_data  = *((__global uchar4 *)(mat_dst3 + dst3_idx));
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.z : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? tmp_data0.w : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.z : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? tmp_data1.w : dst1_data.w;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 1 >= dst2_start) && (dst2_idx + 1 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data2.z = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.z : dst2_data.z;
tmp_data2.w = ((dst2_idx + 3 >= dst2_start) && (dst2_idx + 3 < dst2_end)) ? tmp_data2.w : dst2_data.w;
tmp_data3.x = ((dst3_idx + 0 >= dst3_start) && (dst3_idx + 0 < dst3_end)) ? tmp_data3.x : dst3_data.x;
tmp_data3.y = ((dst3_idx + 1 >= dst3_start) && (dst3_idx + 1 < dst3_end)) ? tmp_data3.y : dst3_data.y;
tmp_data3.z = ((dst3_idx + 2 >= dst3_start) && (dst3_idx + 2 < dst3_end)) ? tmp_data3.z : dst3_data.z;
tmp_data3.w = ((dst3_idx + 3 >= dst3_start) && (dst3_idx + 3 < dst3_end)) ? tmp_data3.w : dst3_data.w;
*((__global uchar4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global uchar4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
*((__global uchar4 *)(mat_dst2 + dst2_idx)) = tmp_data2;
*((__global uchar4 *)(mat_dst3 + dst3_idx)) = tmp_data3;
}
}
__kernel void split_vector_C3_D0 (__global uchar *mat_src,  int src_step,  int src_offset,
__global uchar *mat_dst0, int dst0_step, int dst0_offset,
__global uchar *mat_dst1, int dst1_step, int dst1_offset,
__global uchar *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
int src_idx  = mad24(y, src_step, src_offset);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x  & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + x & (int)0xfffffffc);
uchar4 dst0_data  = *((__global uchar4 *)(mat_dst0 + dst0_idx));
uchar4 dst1_data  = *((__global uchar4 *)(mat_dst1 + dst1_idx));
uchar4 dst2_data  = *((__global uchar4 *)(mat_dst2 + dst2_idx));
uchar4 tmp_data0, tmp_data1, tmp_data2;
uchar src_data_0  =  *(mat_src + src_idx + 3 * x - 9);
uchar src_data_1  =  *(mat_src + src_idx + 3 * x - 8);
uchar src_data_2  =  *(mat_src + src_idx + 3 * x - 7);
uchar src_data_3  =  *(mat_src + src_idx + 3 * x - 6);
uchar src_data_4  =  *(mat_src + src_idx + 3 * x - 5);
uchar src_data_5  =  *(mat_src + src_idx + 3 * x - 4);
uchar src_data_6  =  *(mat_src + src_idx + 3 * x - 3);
uchar src_data_7  =  *(mat_src + src_idx + 3 * x - 2);
uchar src_data_8  =  *(mat_src + src_idx + 3 * x - 1);
uchar src_data_9  =  *(mat_src + src_idx + 3 * x + 0);
uchar src_data_10 =  *(mat_src + src_idx + 3 * x + 1);
uchar src_data_11 =  *(mat_src + src_idx + 3 * x + 2);
uchar src_data_12 =  *(mat_src + src_idx + 3 * x + 3);
uchar src_data_13 =  *(mat_src + src_idx + 3 * x + 4);
uchar src_data_14 =  *(mat_src + src_idx + 3 * x + 5);
uchar src_data_15 =  *(mat_src + src_idx + 3 * x + 6);
uchar src_data_16 =  *(mat_src + src_idx + 3 * x + 7);
uchar src_data_17 =  *(mat_src + src_idx + 3 * x + 8);
uchar src_data_18 =  *(mat_src + src_idx + 3 * x + 9);
uchar src_data_19 =  *(mat_src + src_idx + 3 * x + 10);
uchar src_data_20 =  *(mat_src + src_idx + 3 * x + 11);
uchar data[7] = {src_data_0, src_data_3, src_data_6, src_data_9, src_data_12, src_data_15, src_data_18};
int index = 3 - dst0_offset & 3;
tmp_data0 = (uchar4)(data[index], data[index + 1], data[index + 2], data[index + 3]);
uchar4 data0, data1, data2;
data0     = (uchar4)(src_data_1, src_data_4, src_data_7, src_data_10);
data1     = (dst1_offset & 3) == 2 ? (uchar4)(src_data_4, src_data_7, src_data_10, src_data_13)  : data0;
data2     = (dst1_offset & 3) == 1 ? (uchar4)(src_data_7, src_data_10, src_data_13, src_data_16) : data1;
tmp_data1 = (dst1_offset & 3) == 0 ? (uchar4)(src_data_10, src_data_13, src_data_16, src_data_19): data2;
data0     = (uchar4)(src_data_2, src_data_5, src_data_8, src_data_11);
data1     = (dst2_offset & 3) == 2 ? (uchar4)(src_data_5, src_data_8, src_data_11, src_data_14)   : data0;
data2     = (dst2_offset & 3) == 1 ? (uchar4)(src_data_8, src_data_11, src_data_14, src_data_17)  : data1;
tmp_data2 = (dst2_offset & 3) == 0 ? (uchar4)(src_data_11, src_data_14, src_data_17, src_data_20) : data2;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.z : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? tmp_data0.w : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.z : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? tmp_data1.w : dst1_data.w;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 1 >= dst2_start) && (dst2_idx + 1 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data2.z = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.z : dst2_data.z;
tmp_data2.w = ((dst2_idx + 3 >= dst2_start) && (dst2_idx + 3 < dst2_end)) ? tmp_data2.w : dst2_data.w;
*((__global uchar4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global uchar4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
*((__global uchar4 *)(mat_dst2 + dst2_idx)) = tmp_data2;
}
}
__kernel void split_vector_C2_D0 (__global uchar *mat_src,  int src_step,  int src_offset,
__global uchar *mat_dst0, int dst0_step, int dst0_offset,
__global uchar *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
#define dst0_align ((dst0_offset & 3) << 1)
#define dst1_align ((dst1_offset & 3) << 1)
int src_idx_0  = mad24(y, src_step, src_offset - dst0_align + (x << 1));
int src_idx_1  = mad24(y, src_step, src_offset - dst1_align + (x << 1));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
int src2_index_fix = src_idx_1 < 0 ? 0 : src_idx_1;
uchar8 src_data_0 = vload8(0, mat_src + src_idx_0);
uchar8 src_data_1 = vload8(0, mat_src + src_idx_1);
if(src_idx_0 == -6)
src_data_0.s01234567 = src_data_0.s67012345;
if(src_idx_0 == -4)
src_data_0.s01234567 = src_data_0.s45670123;
if(src_idx_0 == -2)
src_data_0.s01234567 = src_data_0.s23456701;
if(src_idx_1 == -6)
src_data_1.s01234567 = src_data_1.s67012345;
if(src_idx_1 == -4)
src_data_1.s01234567 = src_data_1.s45670123;
if(src_idx_1 == -2)
src_data_1.s01234567 = src_data_1.s23456701;
uchar4 dst0_data  = *((__global uchar4 *)(mat_dst0 + dst0_idx));
uchar4 dst1_data  = *((__global uchar4 *)(mat_dst1 + dst1_idx));
uchar4 tmp_data0, tmp_data1;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? src_data_0.s0 : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? src_data_0.s2 : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? src_data_0.s4 : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? src_data_0.s6 : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? src_data_1.s1 : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? src_data_1.s3 : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? src_data_1.s5 : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? src_data_1.s7 : dst1_data.w;
*((__global uchar4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global uchar4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
}
}
__kernel void split_vector_C4_D1 (__global char *mat_src,  int src_step,  int src_offset,
__global char *mat_dst0, int dst0_step, int dst0_offset,
__global char *mat_dst1, int dst1_step, int dst1_offset,
__global char *mat_dst2, int dst2_step, int dst2_offset,
__global char *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
int src_idx  = mad24(y, src_step, src_offset + (x << 2));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + x & (int)0xfffffffc);
int dst3_start = mad24(y, dst3_step, dst3_offset);
int dst3_end   = mad24(y, dst3_step, dst3_offset + dst_step1);
int dst3_idx   = mad24(y, dst3_step, dst3_offset + x & (int)0xfffffffc);
char4 data_0 = *((global char4 *)(mat_src + src_idx - 12));
char4 data_1 = *((global char4 *)(mat_src + src_idx - 8 ));
char4 data_2 = *((global char4 *)(mat_src + src_idx - 4 ));
char4 data_3 = *((global char4 *)(mat_src + src_idx + 0 ));
char4 data_4 = *((global char4 *)(mat_src + src_idx + 4 ));
char4 data_5 = *((global char4 *)(mat_src + src_idx + 8 ));
char4 data_6 = *((global char4 *)(mat_src + src_idx + 12));
char4 tmp_data0=1, tmp_data1=2, tmp_data2, tmp_data3;
if((dst0_offset & 3) == 3)
tmp_data0 = (char4)(data_0.x, data_1.x, data_2.x, data_3.x);
if((dst0_offset & 3) == 2)
tmp_data0 = (char4)(data_1.x, data_2.x, data_3.x, data_4.x);
if((dst0_offset & 3) == 1)
tmp_data0 = (char4)(data_2.x, data_3.x, data_4.x, data_5.x);
if((dst0_offset & 3) == 0)
tmp_data0 = (char4)(data_3.x, data_4.x, data_5.x, data_6.x);
if((dst1_offset & 3) == 3)
tmp_data1 = (char4)(data_0.y, data_1.y, data_2.y, data_3.y);
if((dst1_offset & 3) == 2)
tmp_data1 = (char4)(data_1.y, data_2.y, data_3.y, data_4.y);
if((dst1_offset & 3) == 1)
tmp_data1 = (char4)(data_2.y, data_3.y, data_4.y, data_5.y);
if((dst1_offset & 3) == 0)
tmp_data1 = (char4)(data_3.y, data_4.y, data_5.y, data_6.y);
if((dst2_offset & 3) == 3)
tmp_data2 = (char4)(data_0.z, data_1.z, data_2.z, data_3.z);
if((dst2_offset & 3) == 2)
tmp_data2 = (char4)(data_1.z, data_2.z, data_3.z, data_4.z);
if((dst2_offset & 3) == 1)
tmp_data2 = (char4)(data_2.z, data_3.z, data_4.z, data_5.z);
if((dst2_offset & 3) == 0)
tmp_data2 = (char4)(data_3.z, data_4.z, data_5.z, data_6.z);
if((dst3_offset & 3) == 3)
tmp_data3 = (char4)(data_0.w, data_1.w, data_2.w, data_3.w);
if((dst3_offset & 3) == 2)
tmp_data3 = (char4)(data_1.w, data_2.w, data_3.w, data_4.w);
if((dst3_offset & 3) == 1)
tmp_data3 = (char4)(data_2.w, data_3.w, data_4.w, data_5.w);
if((dst3_offset & 3) == 0)
tmp_data3 = (char4)(data_3.w, data_4.w, data_5.w, data_6.w);
char4 dst0_data  = *((__global char4 *)(mat_dst0 + dst0_idx));
char4 dst1_data  = *((__global char4 *)(mat_dst1 + dst1_idx));
char4 dst2_data  = *((__global char4 *)(mat_dst2 + dst2_idx));
char4 dst3_data  = *((__global char4 *)(mat_dst3 + dst3_idx));
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.z : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? tmp_data0.w : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.z : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? tmp_data1.w : dst1_data.w;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 1 >= dst2_start) && (dst2_idx + 1 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data2.z = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.z : dst2_data.z;
tmp_data2.w = ((dst2_idx + 3 >= dst2_start) && (dst2_idx + 3 < dst2_end)) ? tmp_data2.w : dst2_data.w;
tmp_data3.x = ((dst3_idx + 0 >= dst3_start) && (dst3_idx + 0 < dst3_end)) ? tmp_data3.x : dst3_data.x;
tmp_data3.y = ((dst3_idx + 1 >= dst3_start) && (dst3_idx + 1 < dst3_end)) ? tmp_data3.y : dst3_data.y;
tmp_data3.z = ((dst3_idx + 2 >= dst3_start) && (dst3_idx + 2 < dst3_end)) ? tmp_data3.z : dst3_data.z;
tmp_data3.w = ((dst3_idx + 3 >= dst3_start) && (dst3_idx + 3 < dst3_end)) ? tmp_data3.w : dst3_data.w;
*((__global char4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global char4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
*((__global char4 *)(mat_dst2 + dst2_idx)) = tmp_data2;
*((__global char4 *)(mat_dst3 + dst3_idx)) = tmp_data3;
}
}
__kernel void split_vector_C3_D1 (__global char *mat_src,  int src_step,  int src_offset,
__global char *mat_dst0, int dst0_step, int dst0_offset,
__global char *mat_dst1, int dst1_step, int dst1_offset,
__global char *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
int src_idx  = mad24(y, src_step, src_offset);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x  & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + x & (int)0xfffffffc);
char4 dst0_data  = *((__global char4 *)(mat_dst0 + dst0_idx));
char4 dst1_data  = *((__global char4 *)(mat_dst1 + dst1_idx));
char4 dst2_data  = *((__global char4 *)(mat_dst2 + dst2_idx));
char4 tmp_data0, tmp_data1, tmp_data2;
char src_data_0  =  *(mat_src + src_idx + 3 * x - 9);
char src_data_1  =  *(mat_src + src_idx + 3 * x - 8);
char src_data_2  =  *(mat_src + src_idx + 3 * x - 7);
char src_data_3  =  *(mat_src + src_idx + 3 * x - 6);
char src_data_4  =  *(mat_src + src_idx + 3 * x - 5);
char src_data_5  =  *(mat_src + src_idx + 3 * x - 4);
char src_data_6  =  *(mat_src + src_idx + 3 * x - 3);
char src_data_7  =  *(mat_src + src_idx + 3 * x - 2);
char src_data_8  =  *(mat_src + src_idx + 3 * x - 1);
char src_data_9  =  *(mat_src + src_idx + 3 * x + 0);
char src_data_10 =  *(mat_src + src_idx + 3 * x + 1);
char src_data_11 =  *(mat_src + src_idx + 3 * x + 2);
char src_data_12 =  *(mat_src + src_idx + 3 * x + 3);
char src_data_13 =  *(mat_src + src_idx + 3 * x + 4);
char src_data_14 =  *(mat_src + src_idx + 3 * x + 5);
char src_data_15 =  *(mat_src + src_idx + 3 * x + 6);
char src_data_16 =  *(mat_src + src_idx + 3 * x + 7);
char src_data_17 =  *(mat_src + src_idx + 3 * x + 8);
char src_data_18 =  *(mat_src + src_idx + 3 * x + 9);
char src_data_19 =  *(mat_src + src_idx + 3 * x + 10);
char src_data_20 =  *(mat_src + src_idx + 3 * x + 11);
char data[7] = {src_data_0, src_data_3, src_data_6, src_data_9, src_data_12, src_data_15, src_data_18};
int index = 3 - dst0_offset & 3;
tmp_data0 = (char4)(data[index], data[index + 1], data[index + 2], data[index + 3]);
char4 data0, data1, data2;
data0     = (char4)(src_data_1, src_data_4, src_data_7, src_data_10);
data1     = (dst1_offset & 3) == 2 ? (char4)(src_data_4, src_data_7, src_data_10, src_data_13)  : data0;
data2     = (dst1_offset & 3) == 1 ? (char4)(src_data_7, src_data_10, src_data_13, src_data_16) : data1;
tmp_data1 = (dst1_offset & 3) == 0 ? (char4)(src_data_10, src_data_13, src_data_16, src_data_19): data2;
data0     = (char4)(src_data_2, src_data_5, src_data_8, src_data_11);
data1     = (dst2_offset & 3) == 2 ? (char4)(src_data_5, src_data_8, src_data_11, src_data_14)   : data0;
data2     = (dst2_offset & 3) == 1 ? (char4)(src_data_8, src_data_11, src_data_14, src_data_17)  : data1;
tmp_data2 = (dst2_offset & 3) == 0 ? (char4)(src_data_11, src_data_14, src_data_17, src_data_20) : data2;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.z : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? tmp_data0.w : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.z : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? tmp_data1.w : dst1_data.w;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 1 >= dst2_start) && (dst2_idx + 1 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data2.z = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.z : dst2_data.z;
tmp_data2.w = ((dst2_idx + 3 >= dst2_start) && (dst2_idx + 3 < dst2_end)) ? tmp_data2.w : dst2_data.w;
*((__global char4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global char4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
*((__global char4 *)(mat_dst2 + dst2_idx)) = tmp_data2;
}
}
__kernel void split_vector_C2_D1 (__global char *mat_src,  int src_step,  int src_offset,
__global char *mat_dst0, int dst0_step, int dst0_offset,
__global char *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 2;
#define dst0_align ((dst0_offset & 3) << 1)
#define dst1_align ((dst1_offset & 3) << 1)
int src_idx_0  = mad24(y, src_step, src_offset - dst0_align + (x << 1));
int src_idx_1  = mad24(y, src_step, src_offset - dst1_align + (x << 1));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + x & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + x & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
int src2_index_fix = src_idx_1 < 0 ? 0 : src_idx_1;
char8 src_data_0 = vload8(0, mat_src + src_idx_0);
char8 src_data_1 = vload8(0, mat_src + src_idx_1);
if(src_idx_0 == -6)
src_data_0.s01234567 = src_data_0.s67012345;
if(src_idx_0 == -4)
src_data_0.s01234567 = src_data_0.s45670123;
if(src_idx_0 == -2)
src_data_0.s01234567 = src_data_0.s23456701;
if(src_idx_1 == -6)
src_data_1.s01234567 = src_data_1.s67012345;
if(src_idx_1 == -4)
src_data_1.s01234567 = src_data_1.s45670123;
if(src_idx_1 == -2)
src_data_1.s01234567 = src_data_1.s23456701;
char4 dst0_data  = *((__global char4 *)(mat_dst0 + dst0_idx));
char4 dst1_data  = *((__global char4 *)(mat_dst1 + dst1_idx));
char4 tmp_data0, tmp_data1;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? src_data_0.s0 : dst0_data.x;
tmp_data0.y = ((dst0_idx + 1 >= dst0_start) && (dst0_idx + 1 < dst0_end)) ? src_data_0.s2 : dst0_data.y;
tmp_data0.z = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? src_data_0.s4 : dst0_data.z;
tmp_data0.w = ((dst0_idx + 3 >= dst0_start) && (dst0_idx + 3 < dst0_end)) ? src_data_0.s6 : dst0_data.w;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? src_data_1.s1 : dst1_data.x;
tmp_data1.y = ((dst1_idx + 1 >= dst1_start) && (dst1_idx + 1 < dst1_end)) ? src_data_1.s3 : dst1_data.y;
tmp_data1.z = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? src_data_1.s5 : dst1_data.z;
tmp_data1.w = ((dst1_idx + 3 >= dst1_start) && (dst1_idx + 3 < dst1_end)) ? src_data_1.s7 : dst1_data.w;
*((__global char4 *)(mat_dst0 + dst0_idx)) = tmp_data0;
*((__global char4 *)(mat_dst1 + dst1_idx)) = tmp_data1;
}
}
__kernel void split_vector_C4_D2 (__global ushort *mat_src,  int src_step,  int src_offset,
__global ushort *mat_dst0, int dst0_step, int dst0_offset,
__global ushort *mat_dst1, int dst1_step, int dst1_offset,
__global ushort *mat_dst2, int dst2_step, int dst2_offset,
__global ushort *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
int src_idx_0  = mad24(y, src_step, src_offset + (x << 3) - 8);
int src_idx_1  = mad24(y, src_step, src_offset + (x << 3) + 8);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + (x << 1) & (int)0xfffffffc);
int dst3_start = mad24(y, dst3_step, dst3_offset);
int dst3_end   = mad24(y, dst3_step, dst3_offset + dst_step1);
int dst3_idx   = mad24(y, dst3_step, dst3_offset + (x << 1) & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
ushort8 src_data0 = vload8(0,(__global ushort *)((__global char *)mat_src + src_idx_0));
if(src_idx_0 == -6)
src_data0.s01234567 = src_data0.s67012345;
if(src_idx_0 == -4)
src_data0.s01234567 = src_data0.s45670123;
if(src_idx_0 == -2)
src_data0.s01234567 = src_data0.s23456701;
ushort4 src_data1 = *((__global ushort4 *)((__global char *)mat_src + src_idx_1));
ushort2 dst0_data  = *((__global ushort2 *)((__global char *)mat_dst0 + dst0_idx));
ushort2 dst1_data  = *((__global ushort2 *)((__global char *)mat_dst1 + dst1_idx));
ushort2 dst2_data  = *((__global ushort2 *)((__global char *)mat_dst2 + dst2_idx));
ushort2 dst3_data  = *((__global ushort2 *)((__global char *)mat_dst3 + dst3_idx));
ushort2 tmp_data0, tmp_data1, tmp_data2, tmp_data3;
tmp_data0 = (dst0_offset & 3) == 0 ? (ushort2)(src_data0.s4, src_data1.s0) : (ushort2)(src_data0.s0, src_data0.s4);
tmp_data1 = (dst1_offset & 3) == 0 ? (ushort2)(src_data0.s5, src_data1.s1) : (ushort2)(src_data0.s1, src_data0.s5);
tmp_data2 = (dst2_offset & 3) == 0 ? (ushort2)(src_data0.s6, src_data1.s2) : (ushort2)(src_data0.s2, src_data0.s6);
tmp_data3 = (dst3_offset & 3) == 0 ? (ushort2)(src_data0.s7, src_data1.s3) : (ushort2)(src_data0.s3, src_data0.s7);
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data3.x = ((dst3_idx + 0 >= dst3_start) && (dst3_idx + 0 < dst3_end)) ? tmp_data3.x : dst3_data.x;
tmp_data3.y = ((dst3_idx + 2 >= dst3_start) && (dst3_idx + 2 < dst3_end)) ? tmp_data3.y : dst3_data.y;
*((global ushort2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((global ushort2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
*((global ushort2 *)((__global char *)mat_dst2 + dst2_idx)) = tmp_data2;
*((global ushort2 *)((__global char *)mat_dst3 + dst3_idx)) = tmp_data3;
}
}
__kernel void split_vector_C3_D2 (__global ushort *mat_src,  int src_step,  int src_offset,
__global ushort *mat_dst0, int dst0_step, int dst0_offset,
__global ushort *mat_dst1, int dst1_step, int dst1_offset,
__global ushort *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
int src_idx  = mad24(y, src_step, src_offset);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + (x << 1) & (int)0xfffffffc);
ushort2 dst0_data  = *((__global ushort2 *)((__global char *)mat_dst0 + dst0_idx));
ushort2 dst1_data  = *((__global ushort2 *)((__global char *)mat_dst1 + dst1_idx));
ushort2 dst2_data  = *((__global ushort2 *)((__global char *)mat_dst2 + dst2_idx));
ushort2 tmp_data0, tmp_data1, tmp_data2;
ushort src_data_0 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x - 3];
ushort src_data_1 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x - 2];
ushort src_data_2 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x - 1];
ushort src_data_3 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 0];
ushort src_data_4 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 1];
ushort src_data_5 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 2];
ushort src_data_6 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 3];
ushort src_data_7 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 4];
ushort src_data_8 = ((__global ushort *)((__global char *)mat_src + src_idx))[3 * x + 5];
tmp_data0 = (dst0_offset & 3) == 0 ? (ushort2)(src_data_3, src_data_6) : (ushort2)(src_data_0, src_data_3);
tmp_data1 = (dst1_offset & 3) == 0 ? (ushort2)(src_data_4, src_data_7) : (ushort2)(src_data_1, src_data_4);
tmp_data2 = (dst2_offset & 3) == 0 ? (ushort2)(src_data_5, src_data_8) : (ushort2)(src_data_2, src_data_5);
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.y : dst2_data.y;
*((__global ushort2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((__global ushort2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
*((__global ushort2 *)((__global char *)mat_dst2 + dst2_idx)) = tmp_data2;
}
}
__kernel void split_vector_C2_D2 (__global ushort *mat_src,  int src_step,  int src_offset,
__global ushort *mat_dst0, int dst0_step, int dst0_offset,
__global ushort *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
#define dst0_align ((dst0_offset & 3) << 1)
#define dst1_align ((dst1_offset & 3) << 1)
int src_idx_0  = mad24(y, src_step, src_offset - dst0_align + (x << 2));
int src_idx_1  = mad24(y, src_step, src_offset - dst1_align + (x << 2));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
int src2_index_fix = src_idx_1 < 0 ? 0 : src_idx_1;
ushort4 src_data_0 = vload4(0, (__global ushort *)((__global char *)mat_src + src1_index_fix));
ushort4 src_data_1 = vload4(0, (__global ushort *)((__global char *)mat_src + src2_index_fix));
if(src_idx_0 < 0)
{
ushort4 tmp;
tmp.xyzw = (src_idx_0 == -2) ? src_data_0.zwxy : src_data_0.yzwx;
src_data_0.xyzw = (src_idx_1 == -1) ? src_data_0.wxyz:tmp.xyzw;
}
if(src_idx_1 < 0)
{
ushort4 tmp;
tmp.xyzw = (src_idx_1 == -2) ? src_data_1.zwxy : src_data_1.yzwx;
src_data_1.xyzw = (src_idx_1 == -1) ? src_data_1.wxyz : tmp.xyzw;
}
ushort2 dst0_data  = *((__global ushort2 *)((__global char *)mat_dst0 + dst0_idx));
ushort2 dst1_data  = *((__global ushort2 *)((__global char *)mat_dst1 + dst1_idx));
ushort2 tmp_data0, tmp_data1;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? src_data_0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? src_data_0.z : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? src_data_1.y : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? src_data_1.w : dst1_data.y;
*((global ushort2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((global ushort2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
}
}
__kernel void split_vector_C4_D3 (__global short *mat_src,  int src_step,  int src_offset,
__global short *mat_dst0, int dst0_step, int dst0_offset,
__global short *mat_dst1, int dst1_step, int dst1_offset,
__global short *mat_dst2, int dst2_step, int dst2_offset,
__global short *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
int src_idx_0  = mad24(y, src_step, src_offset + (x << 3) - 8);
int src_idx_1  = mad24(y, src_step, src_offset + (x << 3) + 8);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + (x << 1) & (int)0xfffffffc);
int dst3_start = mad24(y, dst3_step, dst3_offset);
int dst3_end   = mad24(y, dst3_step, dst3_offset + dst_step1);
int dst3_idx   = mad24(y, dst3_step, dst3_offset + (x << 1) & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
short8 src_data0 = vload8(0,(__global short *)((__global char *)mat_src + src_idx_0));
if(src_idx_0 == -6)
src_data0.s01234567 = src_data0.s67012345;
if(src_idx_0 == -4)
src_data0.s01234567 = src_data0.s45670123;
if(src_idx_0 == -2)
src_data0.s01234567 = src_data0.s23456701;
short4 src_data1 = *((__global short4 *)((__global char *)mat_src + src_idx_1));
short2 dst0_data  = *((__global short2 *)((__global char *)mat_dst0 + dst0_idx));
short2 dst1_data  = *((__global short2 *)((__global char *)mat_dst1 + dst1_idx));
short2 dst2_data  = *((__global short2 *)((__global char *)mat_dst2 + dst2_idx));
short2 dst3_data  = *((__global short2 *)((__global char *)mat_dst3 + dst3_idx));
short2 tmp_data0, tmp_data1, tmp_data2, tmp_data3;
tmp_data0 = (dst0_offset & 3) == 0 ? (short2)(src_data0.s4, src_data1.s0) : (short2)(src_data0.s0, src_data0.s4);
tmp_data1 = (dst1_offset & 3) == 0 ? (short2)(src_data0.s5, src_data1.s1) : (short2)(src_data0.s1, src_data0.s5);
tmp_data2 = (dst2_offset & 3) == 0 ? (short2)(src_data0.s6, src_data1.s2) : (short2)(src_data0.s2, src_data0.s6);
tmp_data3 = (dst3_offset & 3) == 0 ? (short2)(src_data0.s7, src_data1.s3) : (short2)(src_data0.s3, src_data0.s7);
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.y : dst2_data.y;
tmp_data3.x = ((dst3_idx + 0 >= dst3_start) && (dst3_idx + 0 < dst3_end)) ? tmp_data3.x : dst3_data.x;
tmp_data3.y = ((dst3_idx + 2 >= dst3_start) && (dst3_idx + 2 < dst3_end)) ? tmp_data3.y : dst3_data.y;
*((global short2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((global short2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
*((global short2 *)((__global char *)mat_dst2 + dst2_idx)) = tmp_data2;
*((global short2 *)((__global char *)mat_dst3 + dst3_idx)) = tmp_data3;
}
}
__kernel void split_vector_C3_D3 (__global short *mat_src,  int src_step,  int src_offset,
__global short *mat_dst0, int dst0_step, int dst0_offset,
__global short *mat_dst1, int dst1_step, int dst1_offset,
__global short *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
int src_idx  = mad24(y, src_step, src_offset);
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int dst2_start = mad24(y, dst2_step, dst2_offset);
int dst2_end   = mad24(y, dst2_step, dst2_offset + dst_step1);
int dst2_idx   = mad24(y, dst2_step, dst2_offset + (x << 1) & (int)0xfffffffc);
short2 dst0_data  = *((__global short2 *)((__global char *)mat_dst0 + dst0_idx));
short2 dst1_data  = *((__global short2 *)((__global char *)mat_dst1 + dst1_idx));
short2 dst2_data  = *((__global short2 *)((__global char *)mat_dst2 + dst2_idx));
short2 tmp_data0, tmp_data1, tmp_data2;
short src_data_0 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x - 3];
short src_data_1 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x - 2];
short src_data_2 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x - 1];
short src_data_3 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 0];
short src_data_4 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 1];
short src_data_5 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 2];
short src_data_6 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 3];
short src_data_7 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 4];
short src_data_8 = ((__global short *)((__global char *)mat_src + src_idx))[3 * x + 5];
tmp_data0 = (dst0_offset & 3) == 0 ? (short2)(src_data_3, src_data_6) : (short2)(src_data_0, src_data_3);
tmp_data1 = (dst1_offset & 3) == 0 ? (short2)(src_data_4, src_data_7) : (short2)(src_data_1, src_data_4);
tmp_data2 = (dst2_offset & 3) == 0 ? (short2)(src_data_5, src_data_8) : (short2)(src_data_2, src_data_5);
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? tmp_data0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? tmp_data0.y : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? tmp_data1.x : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? tmp_data1.y : dst1_data.y;
tmp_data2.x = ((dst2_idx + 0 >= dst2_start) && (dst2_idx + 0 < dst2_end)) ? tmp_data2.x : dst2_data.x;
tmp_data2.y = ((dst2_idx + 2 >= dst2_start) && (dst2_idx + 2 < dst2_end)) ? tmp_data2.y : dst2_data.y;
*((__global short2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((__global short2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
*((__global short2 *)((__global char *)mat_dst2 + dst2_idx)) = tmp_data2;
}
}
__kernel void split_vector_C2_D3 (__global short *mat_src,  int src_step,  int src_offset,
__global short *mat_dst0, int dst0_step, int dst0_offset,
__global short *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
x = x << 1;
#define dst0_align ((dst0_offset & 3) << 1)
#define dst1_align ((dst1_offset & 3) << 1)
int src_idx_0  = mad24(y, src_step, src_offset - dst0_align + (x << 2));
int src_idx_1  = mad24(y, src_step, src_offset - dst1_align + (x << 2));
int dst0_start = mad24(y, dst0_step, dst0_offset);
int dst0_end   = mad24(y, dst0_step, dst0_offset + dst_step1);
int dst0_idx   = mad24(y, dst0_step, dst0_offset + (x << 1) & (int)0xfffffffc);
int dst1_start = mad24(y, dst1_step, dst1_offset);
int dst1_end   = mad24(y, dst1_step, dst1_offset + dst_step1);
int dst1_idx   = mad24(y, dst1_step, dst1_offset + (x << 1) & (int)0xfffffffc);
int src1_index_fix = src_idx_0 < 0 ? 0 : src_idx_0;
int src2_index_fix = src_idx_1 < 0 ? 0 : src_idx_1;
short4 src_data_0 = vload4(0, (__global short *)((__global char *)mat_src + src_idx_0));
short4 src_data_1 = vload4(0, (__global short *)((__global char *)mat_src + src_idx_1));
if(src_idx_0 < 0)
{
short4 tmp;
tmp.xyzw = (src_idx_0 == -2) ? src_data_0.zwxy : src_data_0.yzwx;
src_data_0.xyzw = (src_idx_0 == -1) ? src_data_0.wxyz:tmp.xyzw;
}
if(src_idx_1< 0)
{
short4 tmp;
tmp.xyzw = ( src_idx_1== -2) ? src_data_1.zwxy : src_data_1.yzwx;
src_data_1.xyzw = ( src_idx_1== -1) ? src_data_1.wxyz : tmp.xyzw;
}
short2 dst0_data  = *((__global short2 *)((__global char *)mat_dst0 + dst0_idx));
short2 dst1_data  = *((__global short2 *)((__global char *)mat_dst1 + dst1_idx));
short2 tmp_data0, tmp_data1;
tmp_data0.x = ((dst0_idx + 0 >= dst0_start) && (dst0_idx + 0 < dst0_end)) ? src_data_0.x : dst0_data.x;
tmp_data0.y = ((dst0_idx + 2 >= dst0_start) && (dst0_idx + 2 < dst0_end)) ? src_data_0.z : dst0_data.y;
tmp_data1.x = ((dst1_idx + 0 >= dst1_start) && (dst1_idx + 0 < dst1_end)) ? src_data_1.y : dst1_data.x;
tmp_data1.y = ((dst1_idx + 2 >= dst1_start) && (dst1_idx + 2 < dst1_end)) ? src_data_1.w : dst1_data.y;
*((global short2 *)((__global char *)mat_dst0 + dst0_idx)) = tmp_data0;
*((global short2 *)((__global char *)mat_dst1 + dst1_idx)) = tmp_data1;
}
}
__kernel void split_vector_C4_D4 (__global int *mat_src,  int src_step,  int src_offset,
__global int *mat_dst0, int dst0_step, int dst0_offset,
__global int *mat_dst1, int dst1_step, int dst1_offset,
__global int *mat_dst2, int dst2_step, int dst2_offset,
__global int *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
int dst3_idx = mad24(y, dst3_step, dst3_offset);
int4 src_data = ((__global int4 *)((__global char *)mat_src + src_idx))[x];
((__global int *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global int *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
((__global int *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data.z;
((__global int *)((__global char *)mat_dst3 + dst3_idx))[x] = src_data.w;
}
}
__kernel void split_vector_C3_D4 (__global int *mat_src,  int src_step,  int src_offset,
__global int *mat_dst0, int dst0_step, int dst0_offset,
__global int *mat_dst1, int dst1_step, int dst1_offset,
__global int *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
int src_data_0 = ((__global int *)((__global char *)mat_src + src_idx))[3 * x + 0];
int src_data_1 = ((__global int *)((__global char *)mat_src + src_idx))[3 * x + 1];
int src_data_2 = ((__global int *)((__global char *)mat_src + src_idx))[3 * x + 2];
((__global int *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data_0;
((__global int *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data_1;
((__global int *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data_2;
}
}
__kernel void split_vector_C2_D4 (__global int *mat_src,  int src_step,  int src_offset,
__global int *mat_dst0, int dst0_step, int dst0_offset,
__global int *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int2 src_data = ((__global int2 *)((__global char *)mat_src + src_idx))[x];
((__global int *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global int *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
}
}
__kernel void split_vector_C4_D5 (__global float *mat_src,  int src_step,  int src_offset,
__global float *mat_dst0, int dst0_step, int dst0_offset,
__global float *mat_dst1, int dst1_step, int dst1_offset,
__global float *mat_dst2, int dst2_step, int dst2_offset,
__global float *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
int dst3_idx = mad24(y, dst3_step, dst3_offset);
float4 src_data = ((__global float4 *)((__global char *)mat_src + src_idx))[x];
((__global float *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global float *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
((__global float *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data.z;
((__global float *)((__global char *)mat_dst3 + dst3_idx))[x] = src_data.w;
}
}
__kernel void split_vector_C3_D5 (__global float *mat_src,  int src_step,  int src_offset,
__global float *mat_dst0, int dst0_step, int dst0_offset,
__global float *mat_dst1, int dst1_step, int dst1_offset,
__global float *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
float src_data_0 = ((__global float *)((__global char *)mat_src + src_idx))[3 * x + 0];
float src_data_1 = ((__global float *)((__global char *)mat_src + src_idx))[3 * x + 1];
float src_data_2 = ((__global float *)((__global char *)mat_src + src_idx))[3 * x + 2];
((__global float *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data_0;
((__global float *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data_1;
((__global float *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data_2;
}
}
__kernel void split_vector_C2_D5 (__global float *mat_src,  int src_step,  int src_offset,
__global float *mat_dst0, int dst0_step, int dst0_offset,
__global float *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
float2 src_data = ((__global float2 *)((__global char *)mat_src + src_idx))[x];
((__global float *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global float *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void split_vector_C4_D6 (__global double *mat_src,  int src_step,  int src_offset,
__global double *mat_dst0, int dst0_step, int dst0_offset,
__global double *mat_dst1, int dst1_step, int dst1_offset,
__global double *mat_dst2, int dst2_step, int dst2_offset,
__global double *mat_dst3, int dst3_step, int dst3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
int dst3_idx = mad24(y, dst3_step, dst3_offset);
double4 src_data = ((__global double4 *)((__global char *)mat_src + src_idx))[x];
((__global double *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global double *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
((__global double *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data.z;
((__global double *)((__global char *)mat_dst3 + dst3_idx))[x] = src_data.w;
}
}
__kernel void split_vector_C3_D6 (__global double *mat_src,  int src_step,  int src_offset,
__global double *mat_dst0, int dst0_step, int dst0_offset,
__global double *mat_dst1, int dst1_step, int dst1_offset,
__global double *mat_dst2, int dst2_step, int dst2_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
int dst2_idx = mad24(y, dst2_step, dst2_offset);
double src_data_0 = ((__global double *)((__global char *)mat_src + src_idx))[3 * x + 0];
double src_data_1 = ((__global double *)((__global char *)mat_src + src_idx))[3 * x + 1];
double src_data_2 = ((__global double *)((__global char *)mat_src + src_idx))[3 * x + 2];
((__global double *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data_0;
((__global double *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data_1;
((__global double *)((__global char *)mat_dst2 + dst2_idx))[x] = src_data_2;
}
}
__kernel void split_vector_C2_D6 (__global double *mat_src,  int src_step,  int src_offset,
__global double *mat_dst0, int dst0_step, int dst0_offset,
__global double *mat_dst1, int dst1_step, int dst1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if((x  < cols) && (y < rows))
{
int src_idx  = mad24(y, src_step,  src_offset);
int dst0_idx = mad24(y, dst0_step, dst0_offset);
int dst1_idx = mad24(y, dst1_step, dst1_offset);
double2 src_data = ((__global double2 *)((__global char *)mat_src + src_idx))[x];
((__global double *)((__global char *)mat_dst0 + dst0_idx))[x] = src_data.x;
((__global double *)((__global char *)mat_dst1 + dst1_idx))[x] = src_data.y;
}
}
#endif
uchar get_valid_uchar(float data)
{
return (uchar)(data <= 255 ? data : data > 0 ? 255 : 0);
}
__kernel void pyrUp_C1_D0(__global uchar* src,__global uchar* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
__local float s_srcPatch[10][10];
__local float s_dstPatch[20][16];
const int tidx = get_local_id(0);
const int tidy = get_local_id(1);
const int lsizex = get_local_size(0);
const int lsizey = get_local_size(1);
if( tidx < 10 && tidy < 10 )
{
int srcx = mad24((int)get_group_id(0), (lsizex>>1), tidx) - 1;
int srcy = mad24((int)get_group_id(1), (lsizey>>1), tidy) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[tidy][tidx] = (float)(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float sum = 0;
const int evenFlag = (int)((tidx & 1) == 0);
const int oddFlag = (int)((tidx & 1) != 0);
const bool  eveny = ((tidy & 1) == 0);
if(eveny)
{
sum = (evenFlag * 0.0625f) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + get_local_id(1)][get_local_id(0)] = sum;
if (get_local_id(1) < 2)
{
sum = 0;
if (eveny)
{
sum = (evenFlag * 0.0625f) * s_srcPatch[lsizey - 16][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 16][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[lsizey - 16][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 16][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[lsizey - 16][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[get_local_id(1)][get_local_id(0)] = sum;
}
if (get_local_id(1) > 13)
{
sum = 0;
if (eveny)
{
sum = (evenFlag * 0.0625f) * s_srcPatch[lsizey - 7][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 7][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[lsizey - 7][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 7][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[9][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + tidy][tidx] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = 0;
sum = 0.0625f * s_dstPatch[2 + tidy - 2][tidx];
sum = sum + 0.25f   * s_dstPatch[2 + tidy - 1][tidx];
sum = sum + 0.375f  * s_dstPatch[2 + tidy    ][tidx];
sum = sum + 0.25f   * s_dstPatch[2 + tidy + 1][tidx];
sum = sum + 0.0625f * s_dstPatch[2 + tidy + 2][tidx];
if ((x < dstCols) && (y < dstRows))
dst[x + y * dstStep] = convert_uchar_sat_rte(4.0f * sum);
}
__kernel void pyrUp_C1_D2(__global ushort* src,__global ushort* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
__local float s_srcPatch[10][10];
__local float s_dstPatch[20][16];
srcStep = srcStep >> 1;
dstStep = dstStep >> 1;
srcOffset = srcOffset >> 1;
dstOffset = dstOffset >> 1;
if( get_local_id(0) < 10 && get_local_id(1) < 10 )
{
int srcx = (int)(get_group_id(0) * get_local_size(0) / 2 + get_local_id(0)) - 1;
int srcy = (int)(get_group_id(1) * get_local_size(1) / 2 + get_local_id(1)) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[get_local_id(1)][get_local_id(0)] = (float)(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float sum = 0;
const int evenFlag = (int)((get_local_id(0) & 1) == 0);
const int oddFlag = (int)((get_local_id(0) & 1) != 0);
const bool  eveny = ((get_local_id(1) & 1) == 0);
const int tidx = get_local_id(0);
if(eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + get_local_id(1)][get_local_id(0)] = sum;
if (get_local_id(1) < 2)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[0][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[0][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[0][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[0][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[0][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[get_local_id(1)][get_local_id(0)] = sum;
}
if (get_local_id(1) > 13)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[9][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[9][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[9][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[9][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[9][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + get_local_id(1)][get_local_id(0)] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = 0;
const int tidy = get_local_id(1);
sum = sum + 0.0625f * s_dstPatch[2 + tidy - 2][get_local_id(0)];
sum = sum + 0.25f   * s_dstPatch[2 + tidy - 1][get_local_id(0)];
sum = sum + 0.375f  * s_dstPatch[2 + tidy    ][get_local_id(0)];
sum = sum + 0.25f   * s_dstPatch[2 + tidy + 1][get_local_id(0)];
sum = sum + 0.0625f * s_dstPatch[2 + tidy + 2][get_local_id(0)];
if ((x < dstCols) && (y < dstRows))
dst[x + y * dstStep] = convert_short_sat_rte(4.0f * sum);
}
__kernel void pyrUp_C1_D5(__global float* src,__global float* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
const int tidx = get_local_id(0);
const int tidy = get_local_id(1);
const int lsizex = get_local_size(0);
const int lsizey = get_local_size(1);
__local float s_srcPatch[10][10];
__local float s_dstPatch[20][16];
srcOffset = srcOffset >> 2;
dstOffset = dstOffset >> 2;
srcStep = srcStep >> 2;
dstStep = dstStep >> 2;
if( tidx < 10 && tidy < 10 )
{
int srcx = mad24((int)get_group_id(0), lsizex>>1, tidx) - 1;
int srcy = mad24((int)get_group_id(1), lsizey>>1, tidy) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[tidy][tidx] = (float)(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float sum = 0;
const int evenFlag = (int)((tidx & 1) == 0);
const int oddFlag = (int)((tidx & 1) != 0);
const bool  eveny = ((tidy & 1) == 0);
if(eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + tidy][tidx] = sum;
if (tidy < 2)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[lsizey - 16][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 16][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[lsizey - 16][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 16][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[lsizey - 16][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[tidy][tidx] = sum;
}
if (tidy > 13)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[lsizey - 7][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 7][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * 0.375f ) * s_srcPatch[lsizey - 7][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * 0.25f  ) * s_srcPatch[lsizey - 7][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * 0.0625f) * s_srcPatch[lsizey - 7][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + tidy][tidx] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = 0.0625f * s_dstPatch[2 + tidy - 2][tidx];
sum = sum + 0.25f   * s_dstPatch[2 + tidy - 1][tidx];
sum = sum + 0.375f  * s_dstPatch[2 + tidy    ][tidx];
sum = sum + 0.25f   * s_dstPatch[2 + tidy + 1][tidx];
sum = sum + 0.0625f * s_dstPatch[2 + tidy + 2][tidx];
if ((x < dstCols) && (y < dstRows))
dst[x + y * dstStep] = (float)(4.0f * sum);
}
__kernel void pyrUp_C4_D0(__global uchar4* src,__global uchar4* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
const int tidx = get_local_id(0);
const int tidy = get_local_id(1);
const int lsizex = get_local_size(0);
const int lsizey = get_local_size(1);
__local float4 s_srcPatch[10][10];
__local float4 s_dstPatch[20][16];
srcOffset >>= 2;
dstOffset >>= 2;
srcStep >>= 2;
dstStep >>= 2;
if( tidx < 10 && tidy < 10 )
{
int srcx = mad24((int)get_group_id(0), lsizex>>1, tidx) - 1;
int srcy = mad24((int)get_group_id(1), lsizey>>1, tidy) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[tidy][tidx] = convert_float4(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float4 sum = (float4)(0,0,0,0);
const float4 evenFlag = (float4)((tidx & 1) == 0);
const float4 oddFlag = (float4)((tidx & 1) != 0);
const bool  eveny = ((tidy & 1) == 0);
float4 co1 = (float4)(0.375f, 0.375f, 0.375f, 0.375f);
float4 co2 = (float4)(0.25f, 0.25f, 0.25f, 0.25f);
float4 co3 = (float4)(0.0625f, 0.0625f, 0.0625f, 0.0625f);
if(eveny)
{
sum = sum + ( evenFlag * co3) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + ( evenFlag * co1) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + ( evenFlag * co3) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + tidy][tidx] = sum;
if (tidy < 2)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-16][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-16][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1) * s_srcPatch[lsizey-16][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-16][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-16][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[tidy][tidx] = sum;
}
if (tidy > 13)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1) * s_srcPatch[lsizey-7][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + tidy][tidx] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = co3 * s_dstPatch[2 + tidy - 2][tidx];
sum = sum + co2 * s_dstPatch[2 + tidy - 1][tidx];
sum = sum + co1 * s_dstPatch[2 + tidy    ][tidx];
sum = sum + co2 * s_dstPatch[2 + tidy + 1][tidx];
sum = sum + co3 * s_dstPatch[2 + tidy + 2][tidx];
if ((x < dstCols) && (y < dstRows))
{
dst[x + y * dstStep] = convert_uchar4_sat_rte(4.0f * sum);
}
}
__kernel void pyrUp_C4_D2(__global ushort4* src,__global ushort4* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
__local float4 s_srcPatch[10][10];
__local float4 s_dstPatch[20][16];
srcOffset >>= 3;
dstOffset >>= 3;
srcStep >>= 3;
dstStep >>= 3;
if( get_local_id(0) < 10 && get_local_id(1) < 10 )
{
int srcx = (int)(get_group_id(0) * get_local_size(0) / 2 + get_local_id(0)) - 1;
int srcy = (int)(get_group_id(1) * get_local_size(1) / 2 + get_local_id(1)) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[get_local_id(1)][get_local_id(0)] = convert_float4(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float4 sum = (float4)(0,0,0,0);
const float4 evenFlag = (float4)((get_local_id(0) & 1) == 0);
const float4 oddFlag = (float4)((get_local_id(0) & 1) != 0);
const bool  eveny = ((get_local_id(1) & 1) == 0);
const int tidx = get_local_id(0);
float4 co1 = (float4)(0.375f, 0.375f, 0.375f, 0.375f);
float4 co2 = (float4)(0.25f, 0.25f, 0.25f, 0.25f);
float4 co3 = (float4)(0.0625f, 0.0625f, 0.0625f, 0.0625f);
if(eveny)
{
sum = sum + ( evenFlag* co3 ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + ( evenFlag* co1 ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + ( evenFlag* co3 ) * s_srcPatch[1 + (get_local_id(1) >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + get_local_id(1)][get_local_id(0)] = sum;
if (get_local_id(1) < 2)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3 ) * s_srcPatch[0][1 + ((tidx - 2) >> 1)];
sum = sum + (oddFlag * co2  ) * s_srcPatch[0][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1 ) * s_srcPatch[0][1 + ((tidx    ) >> 1)];
sum = sum + (oddFlag * co2  ) * s_srcPatch[0][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3 ) * s_srcPatch[0][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[get_local_id(1)][get_local_id(0)] = sum;
}
if (get_local_id(1) > 13)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3) * s_srcPatch[9][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[9][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1) * s_srcPatch[9][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[9][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3) * s_srcPatch[9][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + get_local_id(1)][get_local_id(0)] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = 0;
const int tidy = get_local_id(1);
sum = sum + co3 * s_dstPatch[2 + tidy - 2][get_local_id(0)];
sum = sum + co2 * s_dstPatch[2 + tidy - 1][get_local_id(0)];
sum = sum + co1 * s_dstPatch[2 + tidy    ][get_local_id(0)];
sum = sum + co2 * s_dstPatch[2 + tidy + 1][get_local_id(0)];
sum = sum + co3 * s_dstPatch[2 + tidy + 2][get_local_id(0)];
if ((x < dstCols) && (y < dstRows))
{
dst[x + y * dstStep] = convert_ushort4_sat_rte(4.0f * sum);
}
}
__kernel void pyrUp_C4_D5(__global float4* src,__global float4* dst,
int srcRows,int dstRows,int srcCols,int dstCols,
int srcOffset,int dstOffset,int srcStep,int dstStep)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
const int tidx = get_local_id(0);
const int tidy = get_local_id(1);
const int lsizex = get_local_size(0);
const int lsizey = get_local_size(1);
__local float4 s_srcPatch[10][10];
__local float4 s_dstPatch[20][16];
srcOffset >>= 4;
dstOffset >>= 4;
srcStep >>= 4;
dstStep >>= 4;
if( tidx < 10 && tidy < 10 )
{
int srcx = (int)(get_group_id(0) * get_local_size(0) / 2 + tidx) - 1;
int srcy = (int)(get_group_id(1) * get_local_size(1) / 2 + tidy) - 1;
srcx = abs(srcx);
srcx = min(srcCols - 1,srcx);
srcy = abs(srcy);
srcy = min(srcRows -1 ,srcy);
s_srcPatch[tidy][tidx] = (float4)(src[srcx + srcy * srcStep]);
}
barrier(CLK_LOCAL_MEM_FENCE);
float4 sum = (float4)(0,0,0,0);
const float4 evenFlag = (float4)((tidx & 1) == 0);
const float4 oddFlag = (float4)((tidx & 1) != 0);
const bool  eveny = ((tidy & 1) == 0);
float4 co1 = (float4)(0.375f, 0.375f, 0.375f, 0.375f);
float4 co2 = (float4)(0.25f, 0.25f, 0.25f, 0.25f);
float4 co3 = (float4)(0.0625f, 0.0625f, 0.0625f, 0.0625f);
if(eveny)
{
sum = sum + ( evenFlag* co3 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx - 1) >> 1)];
sum = sum + ( evenFlag* co1 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 1) >> 1)];
sum = sum + ( evenFlag* co3 ) * s_srcPatch[1 + (tidy >> 1)][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[2 + tidy][tidx] = sum;
if (tidy < 2)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3 ) * s_srcPatch[lsizey-16][1 + ((tidx - 2) >> 1)];
sum = sum + (oddFlag * co2  ) * s_srcPatch[lsizey-16][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1 ) * s_srcPatch[lsizey-16][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2 ) * s_srcPatch[lsizey-16][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3 ) * s_srcPatch[lsizey-16][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[tidy][tidx] = sum;
}
if (tidy > 13)
{
sum = 0;
if (eveny)
{
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx - 2) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx - 1) >> 1)];
sum = sum + (evenFlag * co1) * s_srcPatch[lsizey-7][1 + ((tidx    ) >> 1)];
sum = sum + ( oddFlag * co2) * s_srcPatch[lsizey-7][1 + ((tidx + 1) >> 1)];
sum = sum + (evenFlag * co3) * s_srcPatch[lsizey-7][1 + ((tidx + 2) >> 1)];
}
s_dstPatch[4 + tidy][tidx] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
sum = co3 * s_dstPatch[2 + tidy - 2][tidx];
sum = sum + co2 * s_dstPatch[2 + tidy - 1][tidx];
sum = sum + co1 * s_dstPatch[2 + tidy    ][tidx];
sum = sum + co2 * s_dstPatch[2 + tidy + 1][tidx];
sum = sum + co3 * s_dstPatch[2 + tidy + 2][tidx];
if ((x < dstCols) && (y < dstRows))
{
dst[x + y * dstStep] = 4.0f * sum;
}
}
uchar round_uchar_int(int v)
{
return (uchar)((uint)v <= 255 ? v : v > 0 ? 255 : 0);
}
uchar round_uchar_float(float v)
{
return round_uchar_int(convert_int_sat_rte(v));
}
uchar4 round_uchar4_int4(int4 v)
{
uchar4 result;
result.x = (uchar)(v.x <= 255 ? v.x : v.x > 0 ? 255 : 0);
result.y = (uchar)(v.y <= 255 ? v.y : v.y > 0 ? 255 : 0);
result.z = (uchar)(v.z <= 255 ? v.z : v.z > 0 ? 255 : 0);
result.w = (uchar)(v.w <= 255 ? v.w : v.w > 0 ? 255 : 0);
return result;
}
uchar4 round_uchar4_float4(float4 v)
{
return round_uchar4_int4(convert_int4_sat_rte(v));
}
int idx_row_low(int y, int last_row)
{
return abs(y) % (last_row + 1);
}
int idx_row_high(int y, int last_row)
{
return abs(last_row - (int)abs(last_row - y)) % (last_row + 1);
}
int idx_row(int y, int last_row)
{
return idx_row_low(idx_row_high(y, last_row), last_row);
}
int idx_col_low(int x, int last_col)
{
return abs(x) % (last_col + 1);
}
int idx_col_high(int x, int last_col)
{
return abs(last_col - (int)abs(last_col - x)) % (last_col + 1);
}
int idx_col(int x, int last_col)
{
return idx_col_low(idx_col_high(x, last_col), last_col);
}
__kernel void pyrDown_C1_D0(__global uchar * srcData, int srcStep, int srcRows, int srcCols, __global uchar *dst, int dstStep, int dstCols)
{
const int x = get_global_id(0);
const int y = get_group_id(1);
__local float smem[256 + 4];
float sum;
const int src_y = 2*y;
const int last_row = srcRows - 1;
const int last_col = srcCols - 1;
if (src_y >= 2 && src_y < srcRows - 2 && x >= 2 && x < srcCols - 2)
{
sum =       0.0625f * (((srcData + (src_y - 2) * srcStep))[x]);
sum = sum + 0.25f   * (((srcData + (src_y - 1) * srcStep))[x]);
sum = sum + 0.375f  * (((srcData + (src_y    ) * srcStep))[x]);
sum = sum + 0.25f   * (((srcData + (src_y + 1) * srcStep))[x]);
sum = sum + 0.0625f * (((srcData + (src_y + 2) * srcStep))[x]);
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
sum =       0.0625f * (((srcData + (src_y - 2) * srcStep))[left_x]);
sum = sum + 0.25f   * (((srcData + (src_y - 1) * srcStep))[left_x]);
sum = sum + 0.375f  * (((srcData + (src_y    ) * srcStep))[left_x]);
sum = sum + 0.25f   * (((srcData + (src_y + 1) * srcStep))[left_x]);
sum = sum + 0.0625f * (((srcData + (src_y + 2) * srcStep))[left_x]);
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
sum =       0.0625f * (((srcData + (src_y - 2) * srcStep))[right_x]);
sum = sum + 0.25f   * (((srcData + (src_y - 1) * srcStep))[right_x]);
sum = sum + 0.375f  * (((srcData + (src_y    ) * srcStep))[right_x]);
sum = sum + 0.25f   * (((srcData + (src_y + 1) * srcStep))[right_x]);
sum = sum + 0.0625f * (((srcData + (src_y + 2) * srcStep))[right_x]);
smem[4 + get_local_id(0)] = sum;
}
}
else
{
int col = idx_col(x, last_col);
sum =       0.0625f * (((srcData + idx_row(src_y - 2, last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y - 1, last_row) * srcStep))[col]);
sum = sum + 0.375f  * (((srcData + idx_row(src_y    , last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y + 1, last_row) * srcStep))[col]);
sum = sum + 0.0625f * (((srcData + idx_row(src_y + 2, last_row) * srcStep))[col]);
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
col = idx_col(left_x, last_col);
sum =       0.0625f * (((srcData + idx_row(src_y - 2, last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y - 1, last_row) * srcStep))[col]);
sum = sum + 0.375f  * (((srcData + idx_row(src_y    , last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y + 1, last_row) * srcStep))[col]);
sum = sum + 0.0625f * (((srcData + idx_row(src_y + 2, last_row) * srcStep))[col]);
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
col = idx_col(right_x, last_col);
sum =       0.0625f * (((srcData + idx_row(src_y - 2, last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y - 1, last_row) * srcStep))[col]);
sum = sum + 0.375f  * (((srcData + idx_row(src_y    , last_row) * srcStep))[col]);
sum = sum + 0.25f   * (((srcData + idx_row(src_y + 1, last_row) * srcStep))[col]);
sum = sum + 0.0625f * (((srcData + idx_row(src_y + 2, last_row) * srcStep))[col]);
smem[4 + get_local_id(0)] = sum;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if (get_local_id(0) < 128)
{
const int tid2 = get_local_id(0) * 2;
sum =       0.0625f * smem[2 + tid2 - 2];
sum = sum + 0.25f   * smem[2 + tid2 - 1];
sum = sum + 0.375f  * smem[2 + tid2    ];
sum = sum + 0.25f   * smem[2 + tid2 + 1];
sum = sum + 0.0625f * smem[2 + tid2 + 2];
const int dst_x = (get_group_id(0) * get_local_size(0) + tid2) / 2;
if (dst_x < dstCols)
dst[y * dstStep + dst_x] = round_uchar_float(sum);
}
}
__kernel void pyrDown_C4_D0(__global uchar4 * srcData, int srcStep, int srcRows, int srcCols, __global uchar4 *dst, int dstStep, int dstCols)
{
const int x = get_global_id(0);
const int y = get_group_id(1);
__local float4 smem[256 + 4];
float4 sum;
const int src_y = 2*y;
const int last_row = srcRows - 1;
const int last_col = srcCols - 1;
float4 co1 = 0.375f;
float4 co2 = 0.25f;
float4 co3 = 0.0625f;
if (src_y >= 2 && src_y < srcRows - 2 && x >= 2 && x < srcCols - 2)
{
sum =       co3 * convert_float4((((srcData + (src_y - 2) * srcStep / 4))[x]));
sum = sum + co2   * convert_float4((((srcData + (src_y - 1) * srcStep / 4))[x]));
sum = sum + co1  * convert_float4((((srcData + (src_y    ) * srcStep / 4))[x]));
sum = sum + co2   * convert_float4((((srcData + (src_y + 1) * srcStep / 4))[x]));
sum = sum + co3 * convert_float4((((srcData + (src_y + 2) * srcStep / 4))[x]));
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
sum =       co3 * convert_float4((((srcData + (src_y - 2) * srcStep / 4))[left_x]));
sum = sum + co2   * convert_float4((((srcData + (src_y - 1) * srcStep / 4))[left_x]));
sum = sum + co1  * convert_float4((((srcData + (src_y    ) * srcStep / 4))[left_x]));
sum = sum + co2   * convert_float4((((srcData + (src_y + 1) * srcStep / 4))[left_x]));
sum = sum + co3 * convert_float4((((srcData + (src_y + 2) * srcStep / 4))[left_x]));
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
sum =       co3 * convert_float4((((srcData + (src_y - 2) * srcStep / 4))[right_x]));
sum = sum + co2   * convert_float4((((srcData + (src_y - 1) * srcStep / 4))[right_x]));
sum = sum + co1  * convert_float4((((srcData + (src_y    ) * srcStep / 4))[right_x]));
sum = sum + co2   * convert_float4((((srcData + (src_y + 1) * srcStep / 4))[right_x]));
sum = sum + co3 * convert_float4((((srcData + (src_y + 2) * srcStep / 4))[right_x]));
smem[4 + get_local_id(0)] = sum;
}
}
else
{
int col = idx_col(x, last_col);
sum =       co3 * convert_float4((((srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col]));
sum = sum + co1  * convert_float4((((srcData + idx_row(src_y    , last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col]));
sum = sum + co3 * convert_float4((((srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col]));
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
col = idx_col(left_x, last_col);
sum =       co3 * convert_float4((((srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col]));
sum = sum + co1  * convert_float4((((srcData + idx_row(src_y    , last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col]));
sum = sum + co3 * convert_float4((((srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col]));
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
col = idx_col(right_x, last_col);
sum =       co3 * convert_float4((((srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col]));
sum = sum + co1  * convert_float4((((srcData + idx_row(src_y    , last_row) * srcStep / 4))[col]));
sum = sum + co2   * convert_float4((((srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col]));
sum = sum + co3 * convert_float4((((srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col]));
smem[4 + get_local_id(0)] = sum;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if (get_local_id(0) < 128)
{
const int tid2 = get_local_id(0) * 2;
sum =       co3 * smem[2 + tid2 - 2];
sum = sum + co2   * smem[2 + tid2 - 1];
sum = sum + co1  * smem[2 + tid2    ];
sum = sum + co2   * smem[2 + tid2 + 1];
sum = sum + co3 * smem[2 + tid2 + 2];
const int dst_x = (get_group_id(0) * get_local_size(0) + tid2) / 2;
if (dst_x < dstCols)
dst[y * dstStep / 4 + dst_x] = round_uchar4_float4(sum);
}
}
__kernel void pyrDown_C1_D5(__global float * srcData, int srcStep, int srcRows, int srcCols, __global float *dst, int dstStep, int dstCols)
{
const int x = get_global_id(0);
const int y = get_group_id(1);
__local float smem[256 + 4];
float sum;
const int src_y = 2*y;
const int last_row = srcRows - 1;
const int last_col = srcCols - 1;
if (src_y >= 2 && src_y < srcRows - 2 && x >= 2 && x < srcCols - 2)
{
sum =       0.0625f * ((__global float*)((__global char*)srcData + (src_y - 2) * srcStep))[x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y - 1) * srcStep))[x];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + (src_y    ) * srcStep))[x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y + 1) * srcStep))[x];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + (src_y + 2) * srcStep))[x];
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
sum =       0.0625f * ((__global float*)((__global char*)srcData + (src_y - 2) * srcStep))[left_x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y - 1) * srcStep))[left_x];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + (src_y    ) * srcStep))[left_x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y + 1) * srcStep))[left_x];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + (src_y + 2) * srcStep))[left_x];
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
sum =       0.0625f * ((__global float*)((__global char*)srcData + (src_y - 2) * srcStep))[right_x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y - 1) * srcStep))[right_x];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + (src_y    ) * srcStep))[right_x];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + (src_y + 1) * srcStep))[right_x];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + (src_y + 2) * srcStep))[right_x];
smem[4 + get_local_id(0)] = sum;
}
}
else
{
int col = idx_col(x, last_col);
sum =       0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y - 2, last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y - 1, last_row) * srcStep))[col];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + idx_row(src_y    , last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y + 1, last_row) * srcStep))[col];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y + 2, last_row) * srcStep))[col];
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
col = idx_col(left_x, last_col);
sum =       0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y - 2, last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y - 1, last_row) * srcStep))[col];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + idx_row(src_y    , last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y + 1, last_row) * srcStep))[col];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y + 2, last_row) * srcStep))[col];
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
col = idx_col(right_x, last_col);
sum =       0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y - 2, last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y - 1, last_row) * srcStep))[col];
sum = sum + 0.375f  * ((__global float*)((__global char*)srcData + idx_row(src_y    , last_row) * srcStep))[col];
sum = sum + 0.25f   * ((__global float*)((__global char*)srcData + idx_row(src_y + 1, last_row) * srcStep))[col];
sum = sum + 0.0625f * ((__global float*)((__global char*)srcData + idx_row(src_y + 2, last_row) * srcStep))[col];
smem[4 + get_local_id(0)] = sum;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if (get_local_id(0) < 128)
{
const int tid2 = get_local_id(0) * 2;
sum =       0.0625f * smem[2 + tid2 - 2];
sum = sum + 0.25f   * smem[2 + tid2 - 1];
sum = sum + 0.375f  * smem[2 + tid2    ];
sum = sum + 0.25f   * smem[2 + tid2 + 1];
sum = sum + 0.0625f * smem[2 + tid2 + 2];
const int dst_x = (get_group_id(0) * get_local_size(0) + tid2) / 2;
if (dst_x < dstCols)
dst[y * dstStep / 4 + dst_x] = sum;
}
}
__kernel void pyrDown_C4_D5(__global float4 * srcData, int srcStep, int srcRows, int srcCols, __global float4 *dst, int dstStep, int dstCols)
{
const int x = get_global_id(0);
const int y = get_group_id(1);
__local float4 smem[256 + 4];
float4 sum;
const int src_y = 2*y;
const int last_row = srcRows - 1;
const int last_col = srcCols - 1;
float4 co1 = 0.375f;
float4 co2 = 0.25f;
float4 co3 = 0.0625f;
if (src_y >= 2 && src_y < srcRows - 2 && x >= 2 && x < srcCols - 2)
{
sum =       co3 * ((__global float4*)((__global char4*)srcData + (src_y - 2) * srcStep / 4))[x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y - 1) * srcStep / 4))[x];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + (src_y    ) * srcStep / 4))[x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y + 1) * srcStep / 4))[x];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + (src_y + 2) * srcStep / 4))[x];
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
sum =       co3 * ((__global float4*)((__global char4*)srcData + (src_y - 2) * srcStep / 4))[left_x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y - 1) * srcStep / 4))[left_x];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + (src_y    ) * srcStep / 4))[left_x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y + 1) * srcStep / 4))[left_x];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + (src_y + 2) * srcStep / 4))[left_x];
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
sum =       co3 * ((__global float4*)((__global char4*)srcData + (src_y - 2) * srcStep / 4))[right_x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y - 1) * srcStep / 4))[right_x];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + (src_y    ) * srcStep / 4))[right_x];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + (src_y + 1) * srcStep / 4))[right_x];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + (src_y + 2) * srcStep / 4))[right_x];
smem[4 + get_local_id(0)] = sum;
}
}
else
{
int col = idx_col(x, last_col);
sum =       co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + idx_row(src_y    , last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col];
smem[2 + get_local_id(0)] = sum;
if (get_local_id(0) < 2)
{
const int left_x = x - 2;
col = idx_col(left_x, last_col);
sum =       co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + idx_row(src_y    , last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col];
smem[get_local_id(0)] = sum;
}
if (get_local_id(0) > 253)
{
const int right_x = x + 2;
col = idx_col(right_x, last_col);
sum =       co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 2, last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y - 1, last_row) * srcStep / 4))[col];
sum = sum + co1  * ((__global float4*)((__global char4*)srcData + idx_row(src_y    , last_row) * srcStep / 4))[col];
sum = sum + co2   * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 1, last_row) * srcStep / 4))[col];
sum = sum + co3 * ((__global float4*)((__global char4*)srcData + idx_row(src_y + 2, last_row) * srcStep / 4))[col];
smem[4 + get_local_id(0)] = sum;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if (get_local_id(0) < 128)
{
const int tid2 = get_local_id(0) * 2;
sum =       co3 * smem[2 + tid2 - 2];
sum = sum + co2   * smem[2 + tid2 - 1];
sum = sum + co1  * smem[2 + tid2    ];
sum = sum + co2   * smem[2 + tid2 + 1];
sum = sum + co3 * smem[2 + tid2 + 2];
const int dst_x = (get_group_id(0) * get_local_size(0) + tid2) / 2;
if (dst_x < dstCols)
dst[y * dstStep / 16 + dst_x] = sum;
}
}
#define  BUFFER  256
void reduce3(float val1, float val2, float val3, __local float *smem1, __local float *smem2, __local float *smem3, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
smem3[tid] = val3;
barrier(CLK_LOCAL_MEM_FENCE);
#if  BUFFER > 128
if (tid < 128)
{
smem1[tid] = val1 += smem1[tid + 128];
smem2[tid] = val2 += smem2[tid + 128];
smem3[tid] = val3 += smem3[tid + 128];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
#if  BUFFER > 64
if (tid < 64)
{
smem1[tid] = val1 += smem1[tid + 64];
smem2[tid] = val2 += smem2[tid + 64];
smem3[tid] = val3 += smem3[tid + 64];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
if (tid < 32)
{
smem1[tid] = val1 += smem1[tid + 32];
smem2[tid] = val2 += smem2[tid + 32];
smem3[tid] = val3 += smem3[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem1[tid] = val1 += smem1[tid + 16];
smem2[tid] = val2 += smem2[tid + 16];
smem3[tid] = val3 += smem3[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
volatile __local float *vmem1 = smem1;
volatile __local float *vmem2 = smem2;
volatile __local float *vmem3 = smem3;
vmem1[tid] = val1 += vmem1[tid + 8];
vmem2[tid] = val2 += vmem2[tid + 8];
vmem3[tid] = val3 += vmem3[tid + 8];
vmem1[tid] = val1 += vmem1[tid + 4];
vmem2[tid] = val2 += vmem2[tid + 4];
vmem3[tid] = val3 += vmem3[tid + 4];
vmem1[tid] = val1 += vmem1[tid + 2];
vmem2[tid] = val2 += vmem2[tid + 2];
vmem3[tid] = val3 += vmem3[tid + 2];
vmem1[tid] = val1 += vmem1[tid + 1];
vmem2[tid] = val2 += vmem2[tid + 1];
vmem3[tid] = val3 += vmem3[tid + 1];
}
}
void reduce2(float val1, float val2, __local float *smem1, __local float *smem2, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
barrier(CLK_LOCAL_MEM_FENCE);
#if  BUFFER > 128
if (tid < 128)
{
smem1[tid] = val1 += smem1[tid + 128];
smem2[tid] = val2 += smem2[tid + 128];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
#if  BUFFER > 64
if (tid < 64)
{
smem1[tid] = val1 += smem1[tid + 64];
smem2[tid] = val2 += smem2[tid + 64];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
if (tid < 32)
{
smem1[tid] = val1 += smem1[tid + 32];
smem2[tid] = val2 += smem2[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem1[tid] = val1 += smem1[tid + 16];
smem2[tid] = val2 += smem2[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
volatile __local float *vmem1 = smem1;
volatile __local float *vmem2 = smem2;
vmem1[tid] = val1 += vmem1[tid + 8];
vmem2[tid] = val2 += vmem2[tid + 8];
vmem1[tid] = val1 += vmem1[tid + 4];
vmem2[tid] = val2 += vmem2[tid + 4];
vmem1[tid] = val1 += vmem1[tid + 2];
vmem2[tid] = val2 += vmem2[tid + 2];
vmem1[tid] = val1 += vmem1[tid + 1];
vmem2[tid] = val2 += vmem2[tid + 1];
}
}
void reduce1(float val1, __local float *smem1, int tid)
{
smem1[tid] = val1;
barrier(CLK_LOCAL_MEM_FENCE);
#if  BUFFER > 128
if (tid < 128)
{
smem1[tid] = val1 += smem1[tid + 128];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
#if  BUFFER > 64
if (tid < 64)
{
smem1[tid] = val1 += smem1[tid + 64];
}
barrier(CLK_LOCAL_MEM_FENCE);
#endif
if (tid < 32)
{
smem1[tid] = val1 += smem1[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
volatile __local float *vmem1 = smem1;
vmem1[tid] = val1 += vmem1[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
volatile __local float *vmem1 = smem1;
vmem1[tid] = val1 += vmem1[tid + 8];
vmem1[tid] = val1 += vmem1[tid + 4];
vmem1[tid] = val1 += vmem1[tid + 2];
vmem1[tid] = val1 += vmem1[tid + 1];
}
}
#define SCALE (1.0f / (1 << 20))
#define  THRESHOLD  0.01f
#define  DIMENSION  21
float readImage2Df_C1(__global const float *image,  const float x,  const float y,  const int rows,  const int cols, const int elemCntPerRow)
{
float2 coor = (float2)(x, y);
int i0 = clamp((int)floor(coor.x), 0, cols - 1);
int j0 = clamp((int)floor(coor.y), 0, rows - 1);
int i1 = clamp((int)floor(coor.x) + 1, 0, cols - 1);
int j1 = clamp((int)floor(coor.y) + 1, 0, rows - 1);
float a = coor.x - floor(coor.x);
float b = coor.y - floor(coor.y);
return (1 - a) * (1 - b) * image[mad24(j0, elemCntPerRow, i0)]
+ a * (1 - b) * image[mad24(j0, elemCntPerRow, i1)]
+ (1 - a) * b * image[mad24(j1, elemCntPerRow, i0)]
+ a * b * image[mad24(j1, elemCntPerRow, i1)];
}
__kernel void lkSparse_C1_D5(__global const float *I, __global const float *J,
__global const float2 *prevPts, int prevPtsStep, __global float2 *nextPts, int nextPtsStep, __global uchar *status, __global float *err,
const int level, const int rows, const int cols, const int elemCntPerRow,
int PATCH_X, int PATCH_Y, int cn, int c_winSize_x, int c_winSize_y, int c_iters, char calcErr)
{
__local float smem1[BUFFER];
__local float smem2[BUFFER];
__local float smem3[BUFFER];
float2 c_halfWin = (float2)((c_winSize_x - 1) >> 1, (c_winSize_y - 1) >> 1);
const int tid = mad24(get_local_id(1), get_local_size(0), get_local_id(0));
float2 prevPt = prevPts[get_group_id(0)] * (1.0f / (1 << level));
if (prevPt.x < 0 || prevPt.x >= cols || prevPt.y < 0 || prevPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
prevPt -= c_halfWin;
float A11 = 0;
float A12 = 0;
float A22 = 0;
float I_patch[1][3];
float dIdx_patch[1][3];
float dIdy_patch[1][3];
for (int yBase = get_local_id(1), i = 0; yBase < c_winSize_y; yBase += get_local_size(1), ++i)
{
for (int xBase = get_local_id(0), j = 0; xBase < c_winSize_x; xBase += get_local_size(0), ++j)
{
float x = (prevPt.x + xBase);
float y = (prevPt.y + yBase);
I_patch[i][j] = readImage2Df_C1(I, x, y, rows, cols, elemCntPerRow);
float dIdx = 3.0f * readImage2Df_C1(I, x + 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C1(I, x + 1, y, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C1(I, x + 1, y + 1, rows, cols, elemCntPerRow) -
(3.0f * readImage2Df_C1(I, x - 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C1(I, x - 1, y, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C1(I, x - 1, y + 1, rows, cols, elemCntPerRow));
float dIdy = 3.0f * readImage2Df_C1(I, x - 1, y + 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C1(I, x, y + 1, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C1(I, x + 1, y + 1, rows, cols, elemCntPerRow) -
(3.0f * readImage2Df_C1(I, x - 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C1(I, x, y - 1, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C1(I, x + 1, y - 1, rows, cols, elemCntPerRow));
dIdx_patch[i][j] = dIdx;
dIdy_patch[i][j] = dIdy;
A11 += dIdx * dIdx;
A12 += dIdx * dIdy;
A22 += dIdy * dIdy;
}
}
reduce3(A11, A12, A22, smem1, smem2, smem3, tid);
barrier(CLK_LOCAL_MEM_FENCE);
A11 = smem1[0];
A12 = smem2[0];
A22 = smem3[0];
float D = A11 * A22 - A12 * A12;
if (D < 1.192092896e-07f)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
D = 1.f / D;
A11 *= D;
A12 *= D;
A22 *= D;
float2 nextPt = nextPts[get_group_id(0)];
nextPt = nextPt * 2.0f - c_halfWin;
for (int k = 0; k < c_iters; ++k)
{
if (nextPt.x < -c_halfWin.x || nextPt.x >= cols || nextPt.y < -c_halfWin.y || nextPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
float b1 = 0;
float b2 = 0;
for (int y = get_local_id(1), i = 0; y < c_winSize_y; y += get_local_size(1), ++i)
{
for (int x = get_local_id(0), j = 0; x < c_winSize_x; x += get_local_size(0), ++j)
{
float diff = (readImage2Df_C1(J, nextPt.x + x, nextPt.y + y, rows, cols, elemCntPerRow) - I_patch[i][j]) * 32.0f;
b1 += diff * dIdx_patch[i][j];
b2 += diff * dIdy_patch[i][j];
}
}
reduce2(b1, b2, smem1, smem2, tid);
barrier(CLK_LOCAL_MEM_FENCE);
b1 = smem1[0];
b2 = smem2[0];
float2 delta;
delta.x = A12 * b2 - A22 * b1;
delta.y = A12 * b1 - A11 * b2;
nextPt += delta;
}
float errval = 0.0f;
if (calcErr)
{
for (int y = get_local_id(1), i = 0; y < c_winSize_y; y += get_local_size(1), ++i)
{
for (int x = get_local_id(0), j = 0; x < c_winSize_x; x += get_local_size(0), ++j)
{
float diff = readImage2Df_C1(J, nextPt.x + x, nextPt.y + y, rows, cols, elemCntPerRow) - I_patch[i][j];
errval += fabs(diff);
}
}
reduce1(errval, smem1, tid);
}
if (tid == 0)
{
nextPt += c_halfWin;
nextPts[get_group_id(0)] = nextPt;
if (calcErr)
{
err[get_group_id(0)] = smem1[0] / (c_winSize_x * c_winSize_y);
}
}
}
float4 readImage2Df_C4(__global const float4 *image,  const float x,  const float y,  const int rows,  const int cols, const int elemCntPerRow)
{
float2 coor = (float2)(x, y);
int i0 = clamp((int)floor(coor.x), 0, cols - 1);
int j0 = clamp((int)floor(coor.y), 0, rows - 1);
int i1 = clamp((int)floor(coor.x) + 1, 0, cols - 1);
int j1 = clamp((int)floor(coor.y) + 1, 0, rows - 1);
float a = coor.x - floor(coor.x);
float b = coor.y - floor(coor.y);
return (1 - a) * (1 - b) * image[mad24(j0, elemCntPerRow, i0)]
+ a * (1 - b) * image[mad24(j0, elemCntPerRow, i1)]
+ (1 - a) * b * image[mad24(j1, elemCntPerRow, i0)]
+ a * b * image[mad24(j1, elemCntPerRow, i1)];
}
__kernel void lkSparse_C4_D5(__global const float *I, __global const float *J,
__global const float2 *prevPts, int prevPtsStep, __global float2 *nextPts, int nextPtsStep, __global uchar *status, __global float *err,
const int level, const int rows, const int cols, const int elemCntPerRow,
int PATCH_X, int PATCH_Y, int cn, int c_winSize_x, int c_winSize_y, int c_iters, char calcErr)
{
__local float smem1[BUFFER];
__local float smem2[BUFFER];
__local float smem3[BUFFER];
float2 c_halfWin = (float2)((c_winSize_x - 1) >> 1, (c_winSize_y - 1) >> 1);
const int tid = mad24(get_local_id(1), get_local_size(0), get_local_id(0));
float2 prevPt = prevPts[get_group_id(0)] * (1.0f / (1 << level));
if (prevPt.x < 0 || prevPt.x >= cols || prevPt.y < 0 || prevPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
prevPt -= c_halfWin;
float A11 = 0;
float A12 = 0;
float A22 = 0;
float4 I_patch[1][3];
float4 dIdx_patch[1][3];
float4 dIdy_patch[1][3];
__global float4 *ptrI = (__global float4 *)I;
for (int yBase = get_local_id(1), i = 0; yBase < c_winSize_y; yBase += get_local_size(1), ++i)
{
for (int xBase = get_local_id(0), j = 0; xBase < c_winSize_x; xBase += get_local_size(0), ++j)
{
float x = (prevPt.x + xBase);
float y = (prevPt.y + yBase);
I_patch[i][j] = readImage2Df_C4(ptrI, x, y, rows, cols, elemCntPerRow);
float4 dIdx = 3.0f * readImage2Df_C4(ptrI, x + 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C4(ptrI, x + 1, y, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C4(ptrI, x + 1, y + 1, rows, cols, elemCntPerRow) -
(3.0f * readImage2Df_C4(ptrI, x - 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C4(ptrI, x - 1, y, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C4(ptrI, x - 1, y + 1, rows, cols, elemCntPerRow));
float4 dIdy = 3.0f * readImage2Df_C4(ptrI, x - 1, y + 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C4(ptrI, x, y + 1, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C4(ptrI, x + 1, y + 1, rows, cols, elemCntPerRow) -
(3.0f * readImage2Df_C4(ptrI, x - 1, y - 1, rows, cols, elemCntPerRow) + 10.0f * readImage2Df_C4(ptrI, x, y - 1, rows, cols, elemCntPerRow) + 3.0f * readImage2Df_C4(ptrI, x + 1, y - 1, rows, cols, elemCntPerRow));
dIdx_patch[i][j] = dIdx;
dIdy_patch[i][j] = dIdy;
A11 += (dIdx * dIdx).x + (dIdx * dIdx).y + (dIdx * dIdx).z;
A12 += (dIdx * dIdy).x + (dIdx * dIdy).y + (dIdx * dIdy).z;
A22 += (dIdy * dIdy).x + (dIdy * dIdy).y + (dIdy * dIdy).z;
}
}
reduce3(A11, A12, A22, smem1, smem2, smem3, tid);
barrier(CLK_LOCAL_MEM_FENCE);
A11 = smem1[0];
A12 = smem2[0];
A22 = smem3[0];
float D = A11 * A22 - A12 * A12;
if (D < 1.192092896e-07f)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
D = 1.f / D;
A11 *= D;
A12 *= D;
A22 *= D;
float2 nextPt = nextPts[get_group_id(0)];
nextPt = nextPt * 2.0f - c_halfWin;
__global float4 *ptrJ = (__global float4 *)J;
for (int k = 0; k < c_iters; ++k)
{
if (nextPt.x < -c_halfWin.x || nextPt.x >= cols || nextPt.y < -c_halfWin.y || nextPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[get_group_id(0)] = 0;
}
return;
}
float b1 = 0;
float b2 = 0;
for (int y = get_local_id(1), i = 0; y < c_winSize_y; y += get_local_size(1), ++i)
{
for (int x = get_local_id(0), j = 0; x < c_winSize_x; x += get_local_size(0), ++j)
{
float4 diff = (readImage2Df_C4(ptrJ, nextPt.x + x, nextPt.y + y, rows, cols, elemCntPerRow) - I_patch[i][j]) * 32.0f;
b1 += (diff * dIdx_patch[i][j]).x + (diff * dIdx_patch[i][j]).y + (diff * dIdx_patch[i][j]).z;
b2 += (diff * dIdy_patch[i][j]).x + (diff * dIdy_patch[i][j]).y + (diff * dIdy_patch[i][j]).z;
}
}
reduce2(b1, b2, smem1, smem2, tid);
barrier(CLK_LOCAL_MEM_FENCE);
b1 = smem1[0];
b2 = smem2[0];
float2 delta;
delta.x = A12 * b2 - A22 * b1;
delta.y = A12 * b1 - A11 * b2;
nextPt += delta;
}
float errval = 0.0f;
if (calcErr)
{
for (int y = get_local_id(1), i = 0; y < c_winSize_y; y += get_local_size(1), ++i)
{
for (int x = get_local_id(0), j = 0; x < c_winSize_x; x += get_local_size(0), ++j)
{
float4 diff = readImage2Df_C4(ptrJ, nextPt.x + x, nextPt.y + y, rows, cols, elemCntPerRow) - I_patch[i][j];
errval += fabs(diff.x) + fabs(diff.y) + fabs(diff.z);
}
}
reduce1(errval, smem1, tid);
}
if (tid == 0)
{
nextPt += c_halfWin;
nextPts[get_group_id(0)] = nextPt;
if (calcErr)
{
err[get_group_id(0)] = smem1[0] / (3 * c_winSize_x * c_winSize_y);
}
}
}
int readImage2Di_C1(__global const int *image, float2 coor,  int2 size, const int elemCntPerRow)
{
int i = clamp((int)floor(coor.x), 0, size.x - 1);
int j = clamp((int)floor(coor.y), 0, size.y - 1);
return image[mad24(j, elemCntPerRow, i)];
}
__kernel void lkDense_C1_D0(__global const int *I, __global const int *J, __global float *u, int uStep, __global float *v, int vStep, __global const float *prevU, int prevUStep, __global const float *prevV, int prevVStep,
const int rows, const int cols, 
const int elemCntPerRow, int c_winSize_x, int c_winSize_y, int c_iters, char calcErr)
{
int c_halfWin_x = (c_winSize_x - 1) / 2;
int c_halfWin_y = (c_winSize_y - 1) / 2;
const int patchWidth  = get_local_size(0) + 2 * c_halfWin_x;
const int patchHeight = get_local_size(1) + 2 * c_halfWin_y;
__local int smem[8192];
__local int *I_patch = smem;
__local int *dIdx_patch = I_patch + patchWidth * patchHeight;
__local int *dIdy_patch = dIdx_patch + patchWidth * patchHeight;
const int xBase = get_group_id(0) * get_local_size(0);
const int yBase = get_group_id(1) * get_local_size(1);
int2 size = (int2)(cols, rows);
for (int i = get_local_id(1); i < patchHeight; i += get_local_size(1))
{
for (int j = get_local_id(0); j < patchWidth; j += get_local_size(0))
{
float x = xBase - c_halfWin_x + j + 0.5f;
float y = yBase - c_halfWin_y + i + 0.5f;
I_patch[i * patchWidth + j] = readImage2Di_C1(I, (float2)(x, y), size, elemCntPerRow);
dIdx_patch[i * patchWidth + j] = 3 * readImage2Di_C1(I, (float2)(x + 1, y - 1), size, elemCntPerRow) + 10 * readImage2Di_C1(I, (float2)(x + 1, y), size, elemCntPerRow) + 3 * readImage2Di_C1(I, (float2)(x + 1, y + 1), size, elemCntPerRow) -
(3 * readImage2Di_C1(I, (float2)(x - 1, y - 1), size, elemCntPerRow) + 10 * readImage2Di_C1(I, (float2)(x - 1, y), size, elemCntPerRow) + 3 * readImage2Di_C1(I, (float2)(x - 1, y + 1), size, elemCntPerRow));
dIdy_patch[i * patchWidth + j] = 3 * readImage2Di_C1(I, (float2)(x - 1, y + 1), size, elemCntPerRow) + 10 * readImage2Di_C1(I, (float2)(x, y + 1), size, elemCntPerRow) + 3 * readImage2Di_C1(I, (float2)(x + 1, y + 1), size, elemCntPerRow) -
(3 * readImage2Di_C1(I, (float2)(x - 1, y - 1), size, elemCntPerRow) + 10 * readImage2Di_C1(I, (float2)(x, y - 1), size, elemCntPerRow) + 3 * readImage2Di_C1(I, (float2)(x + 1, y - 1), size, elemCntPerRow));
}
}
barrier(CLK_LOCAL_MEM_FENCE);
const int x = get_global_id(0);
const int y = get_global_id(1);
if (x >= cols || y >= rows)
{
return;
}
int A11i = 0;
int A12i = 0;
int A22i = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int dIdx = dIdx_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
int dIdy = dIdy_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
A11i += dIdx * dIdx;
A12i += dIdx * dIdy;
A22i += dIdy * dIdy;
}
}
float A11 = A11i;
float A12 = A12i;
float A22 = A22i;
float D = A11 * A22 - A12 * A12;
if (D < 1.192092896e-07f)
{
return;
}
D = 1.f / D;
A11 *= D;
A12 *= D;
A22 *= D;
float2 nextPt;
nextPt.x = x + prevU[y / 2 * prevUStep / 4 + x / 2] * 2.0f;
nextPt.y = y + prevV[y / 2 * prevVStep / 4 + x / 2] * 2.0f;
for (int k = 0; k < c_iters; ++k)
{
if (nextPt.x < 0 || nextPt.x >= cols || nextPt.y < 0 || nextPt.y >= rows)
{
return;
}
int b1 = 0;
int b2 = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int iI = I_patch[(get_local_id(1) + i) * patchWidth + get_local_id(0) + j];
int iJ = readImage2Di_C1(J, (float2)(nextPt.x - c_halfWin_x + j + 0.5f, nextPt.y - c_halfWin_y + i + 0.5f), size, elemCntPerRow);
int diff = (iJ - iI) * 32;
int dIdx = dIdx_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
int dIdy = dIdy_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
b1 += diff * dIdx;
b2 += diff * dIdy;
}
}
float2 delta;
delta.x = A12 * b2 - A22 * b1;
delta.y = A12 * b1 - A11 * b2;
nextPt.x += delta.x;
nextPt.y += delta.y;
if (fabs(delta.x) < 0.01f && fabs(delta.y) < 0.01f)
{
break;
}
}
u[y * uStep / 4 + x] = nextPt.x - x;
v[y * vStep / 4 + x] = nextPt.y - y;
if (calcErr)
{
int errval = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int iI = I_patch[(get_local_id(1) + i) * patchWidth + get_local_id(0) + j];
int iJ = readImage2Di_C1(J, (float2)(nextPt.x - c_halfWin_x + j + 0.5f, nextPt.y - c_halfWin_y + i + 0.5f), size, elemCntPerRow);
errval += abs(iJ - iI);
}
}
}
}
#define  BUFFER  64
#ifndef WAVE_SIZE
#define WAVE_SIZE 1
#endif
#ifdef CPU
void reduce3(float val1, float val2, float val3,  __local float* smem1,  __local float* smem2,  __local float* smem3, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
smem3[tid] = val3;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
smem2[tid] += smem2[tid + 32];
smem3[tid] += smem3[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem1[tid] += smem1[tid + 16];
smem2[tid] += smem2[tid + 16];
smem3[tid] += smem3[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
smem1[tid] += smem1[tid + 8];
smem2[tid] += smem2[tid + 8];
smem3[tid] += smem3[tid + 8];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 4)
{
smem1[tid] += smem1[tid + 4];
smem2[tid] += smem2[tid + 4];
smem3[tid] += smem3[tid + 4];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 2)
{
smem1[tid] += smem1[tid + 2];
smem2[tid] += smem2[tid + 2];
smem3[tid] += smem3[tid + 2];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 1)
{
smem1[BUFFER] = smem1[tid] + smem1[tid + 1];
smem2[BUFFER] = smem2[tid] + smem2[tid + 1];
smem3[BUFFER] = smem3[tid] + smem3[tid + 1];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
void reduce2(float val1, float val2, volatile __local float* smem1, volatile __local float* smem2, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
smem2[tid] += smem2[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem1[tid] += smem1[tid + 16];
smem2[tid] += smem2[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
smem1[tid] += smem1[tid + 8];
smem2[tid] += smem2[tid + 8];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 4)
{
smem1[tid] += smem1[tid + 4];
smem2[tid] += smem2[tid + 4];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 2)
{
smem1[tid] += smem1[tid + 2];
smem2[tid] += smem2[tid + 2];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 1)
{
smem1[BUFFER] = smem1[tid] + smem1[tid + 1];
smem2[BUFFER] = smem2[tid] + smem2[tid + 1];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
void reduce1(float val1, volatile __local float* smem1, int tid)
{
smem1[tid] = val1;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem1[tid] += smem1[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
smem1[tid] += smem1[tid + 8];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 4)
{
smem1[tid] += smem1[tid + 4];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 2)
{
smem1[tid] += smem1[tid + 2];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 1)
{
smem1[BUFFER] = smem1[tid] + smem1[tid + 1];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
#else
void reduce3(float val1, float val2, float val3, 
__local volatile float* smem1, __local volatile float* smem2, __local volatile float* smem3, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
smem3[tid] = val3;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
smem2[tid] += smem2[tid + 32];
smem3[tid] += smem3[tid + 32];
#if WAVE_SIZE < 32
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16) {
#endif
smem1[tid] += smem1[tid + 16];
smem2[tid] += smem2[tid + 16];
smem3[tid] += smem3[tid + 16];
#if WAVE_SIZE <16
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8) {
#endif
smem1[tid] += smem1[tid + 8];
smem2[tid] += smem2[tid + 8];
smem3[tid] += smem3[tid + 8];
smem1[tid] += smem1[tid + 4];
smem2[tid] += smem2[tid + 4];
smem3[tid] += smem3[tid + 4];
smem1[tid] += smem1[tid + 2];
smem2[tid] += smem2[tid + 2];
smem3[tid] += smem3[tid + 2];
smem1[tid] += smem1[tid + 1];
smem2[tid] += smem2[tid + 1];
smem3[tid] += smem3[tid + 1];
}
}
void reduce2(float val1, float val2, __local volatile float* smem1, __local volatile float* smem2, int tid)
{
smem1[tid] = val1;
smem2[tid] = val2;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
smem2[tid] += smem2[tid + 32];
#if WAVE_SIZE < 32
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16) {
#endif
smem1[tid] += smem1[tid + 16];
smem2[tid] += smem2[tid + 16];
#if WAVE_SIZE <16
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8) {
#endif
smem1[tid] += smem1[tid + 8];
smem2[tid] += smem2[tid + 8];
smem1[tid] += smem1[tid + 4];
smem2[tid] += smem2[tid + 4];
smem1[tid] += smem1[tid + 2];
smem2[tid] += smem2[tid + 2];
smem1[tid] += smem1[tid + 1];
smem2[tid] += smem2[tid + 1];
}
}
void reduce1(float val1, __local volatile float* smem1, int tid)
{
smem1[tid] = val1;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem1[tid] += smem1[tid + 32];
#if WAVE_SIZE < 32
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16) {
#endif
smem1[tid] += smem1[tid + 16];
#if WAVE_SIZE <16
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8) {
#endif
smem1[tid] += smem1[tid + 8];
smem1[tid] += smem1[tid + 4];
smem1[tid] += smem1[tid + 2];
smem1[tid] += smem1[tid + 1];
}
}
#endif
#define SCALE (1.0f / (1 << 20))
#define  THRESHOLD  0.01f
__constant sampler_t sampler    = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP_TO_EDGE | CLK_FILTER_LINEAR;
void SetPatch(image2d_t I, float x, float y,
float* Pch, float* Dx, float* Dy,
float* A11, float* A12, float* A22)
{
*Pch = read_imagef(I, sampler, (float2)(x, y)).x;
float dIdx = 3.0f * read_imagef(I, sampler, (float2)(x + 1, y - 1)).x + 10.0f * read_imagef(I, sampler, (float2)(x + 1, y)).x + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y + 1)).x -
(3.0f * read_imagef(I, sampler, (float2)(x - 1, y - 1)).x + 10.0f * read_imagef(I, sampler, (float2)(x - 1, y)).x + 3.0f * read_imagef(I, sampler, (float2)(x - 1, y + 1)).x);
float dIdy = 3.0f * read_imagef(I, sampler, (float2)(x - 1, y + 1)).x + 10.0f * read_imagef(I, sampler, (float2)(x, y + 1)).x + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y + 1)).x -
(3.0f * read_imagef(I, sampler, (float2)(x - 1, y - 1)).x + 10.0f * read_imagef(I, sampler, (float2)(x, y - 1)).x + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y - 1)).x);
*Dx = dIdx;
*Dy = dIdy;
*A11 += dIdx * dIdx;
*A12 += dIdx * dIdy;
*A22 += dIdy * dIdy;
}
void GetPatch(image2d_t J, float x, float y,
float* Pch, float* Dx, float* Dy,
float* b1, float* b2)
{
float J_val = read_imagef(J, sampler, (float2)(x, y)).x;
float diff = (J_val - *Pch) * 32.0f;
*b1 += diff**Dx;
*b2 += diff**Dy;
}
void GetError(image2d_t J, const float x, const float y, const float* Pch, float* errval)
{
float diff = read_imagef(J, sampler, (float2)(x,y)).x-*Pch;
*errval += fabs(diff);
}
void SetPatch4(image2d_t I, const float x, const float y,
float4* Pch, float4* Dx, float4* Dy,
float* A11, float* A12, float* A22)
{
*Pch = read_imagef(I, sampler, (float2)(x, y));
float4 dIdx = 3.0f * read_imagef(I, sampler, (float2)(x + 1, y - 1)) + 10.0f * read_imagef(I, sampler, (float2)(x + 1, y)) + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y + 1)) -
(3.0f * read_imagef(I, sampler, (float2)(x - 1, y - 1)) + 10.0f * read_imagef(I, sampler, (float2)(x - 1, y)) + 3.0f * read_imagef(I, sampler, (float2)(x - 1, y + 1)));
float4 dIdy = 3.0f * read_imagef(I, sampler, (float2)(x - 1, y + 1)) + 10.0f * read_imagef(I, sampler, (float2)(x, y + 1)) + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y + 1)) -
(3.0f * read_imagef(I, sampler, (float2)(x - 1, y - 1)) + 10.0f * read_imagef(I, sampler, (float2)(x, y - 1)) + 3.0f * read_imagef(I, sampler, (float2)(x + 1, y - 1)));
*Dx = dIdx;
*Dy = dIdy;
float4 sqIdx = dIdx * dIdx;
*A11 += sqIdx.x + sqIdx.y + sqIdx.z;
sqIdx = dIdx * dIdy;
*A12 += sqIdx.x + sqIdx.y + sqIdx.z;
sqIdx = dIdy * dIdy;
*A22 += sqIdx.x + sqIdx.y + sqIdx.z;
}
void GetPatch4(image2d_t J, const float x, const float y,
const float4* Pch, const float4* Dx, const float4* Dy,
float* b1, float* b2)
{
float4 J_val = read_imagef(J, sampler, (float2)(x, y));
float4 diff = (J_val - *Pch) * 32.0f;
float4 xdiff = diff* *Dx;
*b1 += xdiff.x + xdiff.y + xdiff.z;
xdiff = diff* *Dy;
*b2 += xdiff.x + xdiff.y + xdiff.z;
}
void GetError4(image2d_t J, const float x, const float y, const float4* Pch, float* errval)
{
float4 diff = read_imagef(J, sampler, (float2)(x,y))-*Pch;
*errval += fabs(diff.x) + fabs(diff.y) + fabs(diff.z);
}
#define  GRIDSIZE  3
__kernel void lkSparse_C1_D5(image2d_t I, image2d_t J,
__global const float2* prevPts, int prevPtsStep, __global float2* nextPts, int nextPtsStep, __global uchar* status, __global float* err,
const int level, const int rows, const int cols, int PATCH_X, int PATCH_Y, int cn, int c_winSize_x, int c_winSize_y, int c_iters, char calcErr)
{
#ifdef CPU
__local float smem1[BUFFER+1];
__local float smem2[BUFFER+1];
__local float smem3[BUFFER+1];
#else
__local float smem1[BUFFER];
__local float smem2[BUFFER];
__local float smem3[BUFFER];
#endif
unsigned int xid=get_local_id(0);
unsigned int yid=get_local_id(1);
unsigned int gid=get_group_id(0);
unsigned int xsize=get_local_size(0);
unsigned int ysize=get_local_size(1);
int xBase, yBase, i, j, k;
float2 c_halfWin = (float2)((c_winSize_x - 1)>>1, (c_winSize_y - 1)>>1);
const int tid = mad24(yid, xsize, xid);
float2 prevPt = prevPts[gid] / (float2)(1 << level);
if (prevPt.x < 0 || prevPt.x >= cols || prevPt.y < 0 || prevPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[gid] = 0;
}
return;
}
prevPt -= c_halfWin;
float A11 = 0;
float A12 = 0;
float A22 = 0;
float I_patch[GRIDSIZE][GRIDSIZE];
float dIdx_patch[GRIDSIZE][GRIDSIZE];
float dIdy_patch[GRIDSIZE][GRIDSIZE];
yBase=yid;
{
xBase=xid;
SetPatch(I, prevPt.x + xBase + 0.5f, prevPt.y + yBase + 0.5f,
&I_patch[0][0], &dIdx_patch[0][0], &dIdy_patch[0][0],
&A11, &A12, &A22);
xBase+=xsize;
SetPatch(I, prevPt.x + xBase + 0.5f, prevPt.y + yBase + 0.5f,
&I_patch[0][1], &dIdx_patch[0][1], &dIdy_patch[0][1],
&A11, &A12, &A22);
xBase+=xsize;
if(xBase= cols || prevPt.y < -c_halfWin.y || prevPt.y >= rows)
{
if (tid == 0 && level == 0)
status[gid] = 0;
return;
}
float b1 = 0;
float b2 = 0;
yBase=yid;
{
xBase=xid;
GetPatch(J, prevPt.x + xBase + 0.5f, prevPt.y + yBase + 0.5f,
&I_patch[0][0], &dIdx_patch[0][0], &dIdy_patch[0][0],
&b1, &b2);
xBase+=xsize;
GetPatch(J, prevPt.x + xBase + 0.5f, prevPt.y + yBase + 0.5f,
&I_patch[0][1], &dIdx_patch[0][1], &dIdy_patch[0][1],
&b1, &b2);
xBase+=xsize;
if(xBase>1, (c_winSize_y - 1)>>1);
const int tid = mad24(yid, xsize, xid);
float2 nextPt = prevPts[gid]/(float2)(1<= cols || nextPt.y < 0 || nextPt.y >= rows)
{
if (tid == 0 && level == 0)
{
status[gid] = 0;
}
return;
}
nextPt -= c_halfWin;
float A11 = 0.0f;
float A12 = 0.0f;
float A22 = 0.0f;
float4 I_patch[8];
float4 dIdx_patch[8];
float4 dIdy_patch[8];
float4 I_add,Dx_add,Dy_add;
yBase=yid;
{
xBase=xid;
SetPatch4(I, nextPt.x + xBase + 0.5f, nextPt.y + yBase + 0.5f,
&I_patch[0], &dIdx_patch[0], &dIdy_patch[0],
&A11, &A12, &A22);
xBase+=xsize;
SetPatch4(I, nextPt.x + xBase + 0.5f, nextPt.y + yBase + 0.5f,
&I_patch[1], &dIdx_patch[1], &dIdy_patch[1],
&A11, &A12, &A22);
xBase+=xsize;
if(xBase= cols || nextPt.y < -c_halfWin.y || nextPt.y >= rows)
{
if (tid == 0 && level == 0)
status[gid] = 0;
return;
}
float b1 = 0;
float b2 = 0;
yBase=yid;
{
xBase=xid;
GetPatch4(J, nextPt.x + xBase + 0.5f, nextPt.y + yBase + 0.5f,
&I_patch[0], &dIdx_patch[0], &dIdy_patch[0],
&b1, &b2);
xBase+=xsize;
GetPatch4(J, nextPt.x + xBase + 0.5f, nextPt.y + yBase + 0.5f,
&I_patch[1], &dIdx_patch[1], &dIdy_patch[1],
&b1, &b2);
xBase+=xsize;
if(xBase= cols || y >= rows)
return;
int A11i = 0;
int A12i = 0;
int A22i = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int dIdx = dIdx_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
int dIdy = dIdy_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
A11i += dIdx * dIdx;
A12i += dIdx * dIdy;
A22i += dIdy * dIdy;
}
}
float A11 = A11i;
float A12 = A12i;
float A22 = A22i;
float D = A11 * A22 - A12 * A12;
if (D < 1.192092896e-07f)
{
return;
}
D = 1.f / D;
A11 *= D;
A12 *= D;
A22 *= D;
float2 nextPt;
nextPt.x = x + prevU[y/2 * prevUStep / 4 + x/2] * 2.0f;
nextPt.y = y + prevV[y/2 * prevVStep / 4 + x/2] * 2.0f;
for (int k = 0; k < c_iters; ++k)
{
if (nextPt.x < 0 || nextPt.x >= cols || nextPt.y < 0 || nextPt.y >= rows)
{
return;
}
int b1 = 0;
int b2 = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int iI = I_patch[(get_local_id(1) + i) * patchWidth + get_local_id(0) + j];
int iJ = read_imagei(J, sampler, (float2)(nextPt.x - c_halfWin_x + j + 0.5f, nextPt.y - c_halfWin_y + i + 0.5f)).x;
int diff = (iJ - iI) * 32;
int dIdx = dIdx_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
int dIdy = dIdy_patch[(get_local_id(1) + i) * patchWidth + (get_local_id(0) + j)];
b1 += diff * dIdx;
b2 += diff * dIdy;
}
}
float2 delta;
delta.x = A12 * b2 - A22 * b1;
delta.y = A12 * b1 - A11 * b2;
nextPt.x += delta.x;
nextPt.y += delta.y;
if (fabs(delta.x) < 0.01f && fabs(delta.y) < 0.01f)
break;
}
u[y * uStep / 4 + x] = nextPt.x - x;
v[y * vStep / 4 + x] = nextPt.y - y;
if (calcErr)
{
int errval = 0;
for (int i = 0; i < c_winSize_y; ++i)
{
for (int j = 0; j < c_winSize_x; ++j)
{
int iI = I_patch[(get_local_id(1) + i) * patchWidth + get_local_id(0) + j];
int iJ = read_imagei(J, sampler, (float2)(nextPt.x - c_halfWin_x + j + 0.5f, nextPt.y - c_halfWin_y + i + 0.5f)).x;
errval += abs(iJ - iI);
}
}
}
}
__kernel void set_to_with_mask(
GENTYPE scalar,
__global GENTYPE * dstMat,
int cols,
int rows,
int dstStep_in_pixel,
int dstoffset_in_pixel,
__global const uchar * restrict maskMat,
int maskStep,
int maskoffset)
{
int x=get_global_id(0);
int y=get_global_id(1);
x = x< cols ? x: cols-1;
y = y< rows ? y: rows-1;
int dstidx = mad24(y,dstStep_in_pixel,x+ dstoffset_in_pixel);
int maskidx = mad24(y,maskStep,x+ maskoffset);
uchar mask = maskMat[maskidx];
if (mask)
{
dstMat[dstidx] = scalar;
}
}
__kernel void set_to_without_mask_C1_D0(uchar scalar,__global uchar * dstMat,
int cols,int rows,int dstStep_in_pixel,int offset_in_pixel)
{
int x=get_global_id(0)<<2;
int y=get_global_id(1);
int idx = mad24(y,dstStep_in_pixel,x+ offset_in_pixel);
uchar4 out;
out.x = out.y = out.z = out.w = scalar;
if ( (x+3 < cols) && (y < rows)&& ((offset_in_pixel&3) == 0))
{
*(__global uchar4*)(dstMat+idx) = out;
}
else
{
if((x+3 < cols) && (y < rows))
{
dstMat[idx] = out.x;
dstMat[idx+1] = out.y;
dstMat[idx+2] = out.z;
dstMat[idx+3] = out.w;
}
if((x+2 < cols) && (y < rows))
{
dstMat[idx] = out.x;
dstMat[idx+1] = out.y;
dstMat[idx+2] = out.z;
}
else if((x+1 < cols) && (y < rows))
{
dstMat[idx] = out.x;
dstMat[idx+1] = out.y;
}
else if((x < cols) && (y < rows))
{
dstMat[idx] = out.x;
}
}
}
__kernel void set_to_without_mask(GENTYPE scalar,__global GENTYPE * dstMat,
int cols,int rows,int dstStep_in_pixel,int offset_in_pixel)
{
int x=get_global_id(0);
int y=get_global_id(1);
if ( (x < cols) & (y < rows))
{
int idx = mad24(y,dstStep_in_pixel,x+ offset_in_pixel);
dstMat[idx] = scalar;
}
}
__kernel void copy_to_with_mask(
__global const GENTYPE* restrict srcMat,
__global GENTYPE* dstMat,
__global const uchar* restrict maskMat,
int cols,
int rows,
int srcStep_in_pixel,
int srcoffset_in_pixel,
int dstStep_in_pixel,
int dstoffset_in_pixel,
int maskStep,
int maskoffset)
{
int x=get_global_id(0);
int y=get_global_id(1);
x = x< cols ? x: cols-1;
y = y< rows ? y: rows-1;
int srcidx = mad24(y,srcStep_in_pixel,x+ srcoffset_in_pixel);
int dstidx = mad24(y,dstStep_in_pixel,x+ dstoffset_in_pixel);
int maskidx = mad24(y,maskStep,x+ maskoffset);
uchar mask = maskMat[maskidx];
if (mask)
{
dstMat[dstidx] = srcMat[srcidx];
}
}
#define F float
#define F2 float2
#define F4 float4
__kernel void convert_to_S4_C1_D0(
__global const int* restrict srcMat,
__global uchar* dstMat,
int cols,
int rows,
int srcStep_in_pixel,
int srcoffset_in_pixel,
int dstStep_in_pixel,
int dstoffset_in_pixel,
F alpha,
F beta)
{
int x=get_global_id(0)<<2;
int y=get_global_id(1);
int off_src = (dstoffset_in_pixel & 3);
int srcidx = mad24(y,srcStep_in_pixel,x+ srcoffset_in_pixel - off_src);
int dst_addr_start = mad24(y,dstStep_in_pixel,dstoffset_in_pixel);
int dst_addr_end = mad24(y,dstStep_in_pixel,cols+dstoffset_in_pixel);
int dstidx = mad24(y,dstStep_in_pixel,x+ dstoffset_in_pixel & (int)0xfffffffc);
if(x+3= 512) { if (tid < 256) smem[tid] = sum = sum + smem[tid + 256]; 
barrier(CLK_LOCAL_MEM_FENCE); }
if (size >= 256) { if (tid < 128) smem[tid] = sum = sum + smem[tid + 128]; 
barrier(CLK_LOCAL_MEM_FENCE); }
if (size >= 128) { if (tid < 64) smem[tid] = sum = sum + smem[tid + 64]; 
barrier(CLK_LOCAL_MEM_FENCE); }
#ifdef CPU
if (size >= 64) { if (tid < 32) smem[tid] = sum = sum + smem[tid + 32]; 
barrier(CLK_LOCAL_MEM_FENCE); }
if (size >= 32) { if (tid < 16) smem[tid] = sum = sum + smem[tid + 16]; 
barrier(CLK_LOCAL_MEM_FENCE); }  
if (size >= 16) { if (tid < 8) smem[tid] = sum = sum + smem[tid + 8]; 
barrier(CLK_LOCAL_MEM_FENCE); }
if (size >= 8) { if (tid < 4) smem[tid] = sum = sum + smem[tid + 4]; 
barrier(CLK_LOCAL_MEM_FENCE); }
if (size >= 4) { if (tid < 2) smem[tid] = sum = sum + smem[tid + 2]; 
barrier(CLK_LOCAL_MEM_FENCE); }    
if (size >= 2) { if (tid < 1) smem[tid] = sum = sum + smem[tid + 1]; 
barrier(CLK_LOCAL_MEM_FENCE); }
#else
if (tid < 32)
{
if (size >= 64) smem[tid] = sum = sum + smem[tid + 32];
if (size >= 32) smem[tid] = sum = sum + smem[tid + 16];
if (size >= 16) smem[tid] = sum = sum + smem[tid + 8];
if (size >= 8) smem[tid] = sum = sum + smem[tid + 4];
if (size >= 4) smem[tid] = sum = sum + smem[tid + 2];
if (size >= 2) smem[tid] = sum = sum + smem[tid + 1];
}
#endif
return sum;
}
__kernel void normalize_hists_kernel(
const int nthreads, const int block_hist_size, const int img_block_width,
__global float* block_hists, const float threshold, __local float *squares)
{
const int tid = get_local_id(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global float* hist = block_hists + (gidY * img_block_width + gidX) * 
block_hist_size + tid;
float elem = 0.f;
if (tid < block_hist_size)
elem = hist[0];
squares[tid] = elem * elem;
barrier(CLK_LOCAL_MEM_FENCE);
float sum = reduce_smem(squares, nthreads);
float scale = 1.0f / (sqrt(sum) + 0.1f * block_hist_size);
elem = min(elem * scale, threshold);
barrier(CLK_LOCAL_MEM_FENCE);
squares[tid] = elem * elem;
barrier(CLK_LOCAL_MEM_FENCE);
sum = reduce_smem(squares, nthreads);
scale = 1.0f / (sqrt(sum) + 1e-3f);
if (tid < block_hist_size)
hist[0] = elem * scale;
}
__kernel void classify_hists_180_kernel(
const int cdescr_width, const int cdescr_height, const int cblock_hist_size,
const int img_win_width, const int img_block_width,
const int win_block_stride_x, const int win_block_stride_y,
__global const float * block_hists, __global const float* coefs,
float free_coef, float threshold, __global uchar* labels)
{
const int tid = get_local_id(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global const float* hist = block_hists + (gidY * win_block_stride_y * 
img_block_width + gidX * win_block_stride_x) * cblock_hist_size;
float product = 0.f;
for (int i = 0; i < cdescr_height; i++)
{
product += coefs[i * cdescr_width + tid] * 
hist[i * img_block_width * cblock_hist_size + tid];
}
__local float products[180];
products[tid] = product;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 90) products[tid] = product = product + products[tid + 90];
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 45) products[tid] = product = product + products[tid + 45];
barrier(CLK_LOCAL_MEM_FENCE);
volatile __local float* smem = products;
#ifdef CPU
if (tid < 13) smem[tid] = product = product + smem[tid + 32];
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16) smem[tid] = product = product + smem[tid + 16];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<8) smem[tid] = product = product + smem[tid + 8];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<4) smem[tid] = product = product + smem[tid + 4];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<2) smem[tid] = product = product + smem[tid + 2];
barrier(CLK_LOCAL_MEM_FENCE);
#else
if (tid < 13)
{
smem[tid] = product = product + smem[tid + 32];
}
if (tid < 16)
{
smem[tid] = product = product + smem[tid + 16];
smem[tid] = product = product + smem[tid + 8];
smem[tid] = product = product + smem[tid + 4];
smem[tid] = product = product + smem[tid + 2];
}
#endif
if (tid == 0){
product = product + smem[tid + 1];
labels[gidY * img_win_width + gidX] = (product + free_coef >= threshold);
}
}
__kernel void classify_hists_252_kernel(
const int cdescr_width, const int cdescr_height, const int cblock_hist_size,
const int img_win_width, const int img_block_width,
const int win_block_stride_x, const int win_block_stride_y,
__global const float * block_hists, __global const float* coefs,
float free_coef, float threshold, __global uchar* labels)
{
const int tid = get_local_id(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global const float* hist = block_hists + (gidY * win_block_stride_y * 
img_block_width + gidX * win_block_stride_x) * cblock_hist_size;
float product = 0.f;
if (tid < cdescr_width)
{
for (int i = 0; i < cdescr_height; i++)
product += coefs[i * cdescr_width + tid] * 
hist[i * img_block_width * cblock_hist_size + tid];
}
__local float products[NTHREADS];
products[tid] = product;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 128) products[tid] = product = product + products[tid + 128];
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 64) products[tid] = product = product + products[tid + 64];
barrier(CLK_LOCAL_MEM_FENCE);
volatile __local float* smem = products;
#ifdef CPU
if(tid<32) smem[tid] = product = product + smem[tid + 32];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<16) smem[tid] = product = product + smem[tid + 16];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<8) smem[tid] = product = product + smem[tid + 8];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<4) smem[tid] = product = product + smem[tid + 4];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<2) smem[tid] = product = product + smem[tid + 2];
barrier(CLK_LOCAL_MEM_FENCE);
#else
if (tid < 32)
{      
smem[tid] = product = product + smem[tid + 32];
smem[tid] = product = product + smem[tid + 16];
smem[tid] = product = product + smem[tid + 8];
smem[tid] = product = product + smem[tid + 4];
smem[tid] = product = product + smem[tid + 2];
}
#endif
if (tid == 0){
product = product + smem[tid + 1];
labels[gidY * img_win_width + gidX] = (product + free_coef >= threshold);
}
}
__kernel void classify_hists_kernel(
const int cdescr_size, const int cdescr_width, const int cblock_hist_size,
const int img_win_width, const int img_block_width,
const int win_block_stride_x, const int win_block_stride_y,
__global const float * block_hists, __global const float* coefs,
float free_coef, float threshold, __global uchar* labels)
{
const int tid = get_local_id(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global const float* hist = block_hists + (gidY * win_block_stride_y * 
img_block_width + gidX * win_block_stride_x) * cblock_hist_size;
float product = 0.f;
for (int i = tid; i < cdescr_size; i += NTHREADS)
{
int offset_y = i / cdescr_width;
int offset_x = i - offset_y * cdescr_width;
product += coefs[i] * 
hist[offset_y * img_block_width * cblock_hist_size + offset_x];
}
__local float products[NTHREADS];
products[tid] = product;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 128) products[tid] = product = product + products[tid + 128];
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 64) products[tid] = product = product + products[tid + 64];
barrier(CLK_LOCAL_MEM_FENCE);
volatile __local float* smem = products;
#ifdef CPU
if(tid<32) smem[tid] = product = product + smem[tid + 32];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<16) smem[tid] = product = product + smem[tid + 16];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<8) smem[tid] = product = product + smem[tid + 8];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<4) smem[tid] = product = product + smem[tid + 4];
barrier(CLK_LOCAL_MEM_FENCE);
if(tid<2) smem[tid] = product = product + smem[tid + 2];
barrier(CLK_LOCAL_MEM_FENCE);
#else
if (tid < 32)
{       
smem[tid] = product = product + smem[tid + 32];
smem[tid] = product = product + smem[tid + 16];
smem[tid] = product = product + smem[tid + 8];
smem[tid] = product = product + smem[tid + 4];
smem[tid] = product = product + smem[tid + 2];
}
#endif
if (tid == 0){
smem[tid] = product = product + smem[tid + 1];
labels[gidY * img_win_width + gidX] = (product + free_coef >= threshold);
}
}
__kernel void extract_descrs_by_rows_kernel(
const int cblock_hist_size, const int descriptors_quadstep, 
const int cdescr_size, const int cdescr_width, const int img_block_width, 
const int win_block_stride_x, const int win_block_stride_y,
__global const float* block_hists, __global float* descriptors)
{
int tid = get_local_id(0);
int gidX = get_group_id(0);
int gidY = get_group_id(1);
__global const float* hist = block_hists + (gidY * win_block_stride_y * 
img_block_width + gidX * win_block_stride_x) * cblock_hist_size;
__global float* descriptor = descriptors + 
(gidY * get_num_groups(0) + gidX) * descriptors_quadstep;
for (int i = tid; i < cdescr_size; i += NTHREADS)
{
int offset_y = i / cdescr_width;
int offset_x = i - offset_y * cdescr_width;
descriptor[i] = hist[offset_y * img_block_width * cblock_hist_size + offset_x];
}
}
__kernel void extract_descrs_by_cols_kernel(
const int cblock_hist_size, const int descriptors_quadstep, const int cdescr_size,
const int cnblocks_win_x, const int cnblocks_win_y, const int img_block_width, 
const int win_block_stride_x, const int win_block_stride_y, 
__global const float* block_hists, __global float* descriptors)
{
int tid = get_local_id(0);
int gidX = get_group_id(0);
int gidY = get_group_id(1);
__global const float* hist = block_hists +  (gidY * win_block_stride_y * 
img_block_width + gidX * win_block_stride_x) * cblock_hist_size;
__global float* descriptor = descriptors + 
(gidY * get_num_groups(0) + gidX) * descriptors_quadstep;
for (int i = tid; i < cdescr_size; i += NTHREADS)
{
int block_idx = i / cblock_hist_size;
int idx_in_block = i - block_idx * cblock_hist_size;
int y = block_idx / cnblocks_win_x;
int x = block_idx - y * cnblocks_win_x;
descriptor[(x * cnblocks_win_y + y) * cblock_hist_size + idx_in_block] = 
hist[(y * img_block_width  + x) * cblock_hist_size + idx_in_block];
}
}
__kernel void compute_gradients_8UC4_kernel(
const int height, const int width, 
const int img_step, const int grad_quadstep, const int qangle_step,
const __global uchar4 * img, __global float * grad, __global uchar * qangle,
const float angle_scale, const char correct_gamma, const int cnbins)
{
const int x = get_global_id(0);
const int tid = get_local_id(0);
const int gSizeX = get_local_size(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global const uchar4* row = img + gidY * img_step;
__local float sh_row[(NTHREADS + 2) * 3];
uchar4 val;
if (x < width)
val = row[x];
else
val = row[width - 2];
sh_row[tid + 1] = val.x;
sh_row[tid + 1 + (NTHREADS + 2)] = val.y;
sh_row[tid + 1 + 2 * (NTHREADS + 2)] = val.z;
if (tid == 0)
{
val = row[max(x - 1, 1)];
sh_row[0] = val.x;
sh_row[(NTHREADS + 2)] = val.y;
sh_row[2 * (NTHREADS + 2)] = val.z;
}
if (tid == gSizeX - 1)
{
val = row[min(x + 1, width - 2)];
sh_row[gSizeX + 1] = val.x;
sh_row[gSizeX + 1 + (NTHREADS + 2)] = val.y;
sh_row[gSizeX + 1 + 2 * (NTHREADS + 2)] = val.z;
}
barrier(CLK_LOCAL_MEM_FENCE);
if (x < width)
{
float3 a = (float3) (sh_row[tid], sh_row[tid + (NTHREADS + 2)], 
sh_row[tid + 2 * (NTHREADS + 2)]);
float3 b = (float3) (sh_row[tid + 2], sh_row[tid + 2 + (NTHREADS + 2)], 
sh_row[tid + 2 + 2 * (NTHREADS + 2)]);
float3 dx;
if (correct_gamma == 1)
dx = sqrt(b) - sqrt(a);
else
dx = b - a;
float3 dy = (float3) 0.f;
if (gidY > 0 && gidY < height - 1)
{
a = convert_float3(img[(gidY - 1) * img_step + x].xyz);
b = convert_float3(img[(gidY + 1) * img_step + x].xyz);
if (correct_gamma == 1)
dy = sqrt(b) - sqrt(a);
else
dy = b - a;
}
float best_dx = dx.x;
float best_dy = dy.x;
float mag0 = dx.x * dx.x + dy.x * dy.x;
float mag1 = dx.y * dx.y + dy.y * dy.y;
if (mag0 < mag1)
{
best_dx = dx.y;
best_dy = dy.y;
mag0 = mag1;
}
mag1 = dx.z * dx.z + dy.z * dy.z;
if (mag0 < mag1)
{
best_dx = dx.z;
best_dy = dy.z;
mag0 = mag1;
}
mag0 = sqrt(mag0);
float ang = (atan2(best_dy, best_dx) + CV_PI_F) * angle_scale - 0.5f;
int hidx = (int)floor(ang);
ang -= hidx;
hidx = (hidx + cnbins) % cnbins;
qangle[(gidY * qangle_step + x) << 1] = hidx;
qangle[((gidY * qangle_step + x) << 1) + 1] = (hidx + 1) % cnbins;
grad[(gidY * grad_quadstep + x) << 1] = mag0 * (1.f - ang);
grad[((gidY * grad_quadstep + x) << 1) + 1] = mag0 * ang;
}
}
__kernel void compute_gradients_8UC1_kernel(
const int height, const int width, 
const int img_step, const int grad_quadstep, const int qangle_step,
__global const uchar * img, __global float * grad, __global uchar * qangle,
const float angle_scale, const char correct_gamma, const int cnbins)
{
const int x = get_global_id(0);
const int tid = get_local_id(0);
const int gSizeX = get_local_size(0);
const int gidX = get_group_id(0);
const int gidY = get_group_id(1);
__global const uchar* row = img + gidY * img_step;
__local float sh_row[NTHREADS + 2];
if (x < width)
sh_row[tid + 1] = row[x];
else
sh_row[tid + 1] = row[width - 2];
if (tid == 0)
sh_row[0] = row[max(x - 1, 1)];
if (tid == gSizeX - 1)
sh_row[gSizeX + 1] = row[min(x + 1, width - 2)];
barrier(CLK_LOCAL_MEM_FENCE);
if (x < width)
{
float dx;
if (correct_gamma == 1)
dx = sqrt(sh_row[tid + 2]) - sqrt(sh_row[tid]);
else
dx = sh_row[tid + 2] - sh_row[tid];
float dy = 0.f;
if (gidY > 0 && gidY < height - 1)
{
float a = (float) img[ (gidY + 1) * img_step + x ];
float b = (float) img[ (gidY - 1) * img_step + x ];
if (correct_gamma == 1)
dy = sqrt(a) - sqrt(b);
else
dy = a - b;
}
float mag = sqrt(dx * dx + dy * dy);
float ang = (atan2(dy, dx) + CV_PI_F) * angle_scale - 0.5f;
int hidx = (int)floor(ang);
ang -= hidx;
hidx = (hidx + cnbins) % cnbins;
qangle[ (gidY * qangle_step + x) << 1 ]     = hidx;
qangle[ ((gidY * qangle_step + x) << 1) + 1 ] = (hidx + 1) % cnbins;
grad[ (gidY * grad_quadstep + x) << 1 ]       = mag * (1.f - ang);
grad[ ((gidY * grad_quadstep + x) << 1) + 1 ]   = mag * ang;
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
typedef double T;
typedef double F;
typedef double4 F4;
#define convert_F4 convert_double4
#else
typedef float F;
typedef float4 F4;
typedef long T;
#define convert_F4 convert_float4
#endif
#define DST_ROW_00     0
#define DST_ROW_10     1
#define DST_ROW_01     2
#define DST_ROW_20     3
#define DST_ROW_11     4
#define DST_ROW_02     5
#define DST_ROW_30     6
#define DST_ROW_21     7
#define DST_ROW_12     8
#define DST_ROW_03     9
__kernel void icvContourMoments(int contour_total,
__global float* reader_oclmat_data,
__global T* dst_a,
int dst_step)
{
T xi_1, yi_1, xi_12, yi_12, xi, yi, xi2, yi2, dxy, xii_1, yii_1;
int idx = get_global_id(0);
if (idx < 0 || idx >= contour_total)
return;
xi_1 = (T)(*(reader_oclmat_data + (get_global_id(0) << 1)));
yi_1 = (T)(*(reader_oclmat_data + (get_global_id(0) << 1) + 1));
xi_12 = xi_1 * xi_1;
yi_12 = yi_1 * yi_1;
if(idx == contour_total - 1)
{
xi = (T)(*(reader_oclmat_data));
yi = (T)(*(reader_oclmat_data + 1));
}
else
{
xi = (T)(*(reader_oclmat_data + (idx + 1) * 2));
yi = (T)(*(reader_oclmat_data + (idx + 1) * 2 + 1));
}
xi2 = xi * xi;
yi2 = yi * yi;
dxy = xi_1 * yi - xi * yi_1;
xii_1 = xi_1 + xi;
yii_1 = yi_1 + yi;
dst_step /= sizeof(T);
*( dst_a + DST_ROW_00 * dst_step + idx) = dxy;
*( dst_a + DST_ROW_10 * dst_step + idx) = dxy * xii_1;
*( dst_a + DST_ROW_01 * dst_step + idx) = dxy * yii_1;
*( dst_a + DST_ROW_20 * dst_step + idx) = dxy * (xi_1 * xii_1 + xi2);
*( dst_a + DST_ROW_11 * dst_step + idx) = dxy * (xi_1 * (yii_1 + yi_1) + xi * (yii_1 + yi));
*( dst_a + DST_ROW_02 * dst_step + idx) = dxy * (yi_1 * yii_1 + yi2);
*( dst_a + DST_ROW_30 * dst_step + idx) = dxy * xii_1 * (xi_12 + xi2);
*( dst_a + DST_ROW_03 * dst_step + idx) = dxy * yii_1 * (yi_12 + yi2);
*( dst_a + DST_ROW_21 * dst_step + idx) =
dxy * (xi_12 * (3 * yi_1 + yi) + 2 * xi * xi_1 * yii_1 +
xi2 * (yi_1 + 3 * yi));
*( dst_a + DST_ROW_12 * dst_step + idx) =
dxy * (yi_12 * (3 * xi_1 + xi) + 2 * yi * yi_1 * xii_1 +
yi2 * (xi_1 + 3 * xi));
}
__kernel void dst_sum(int src_rows, int src_cols, int tile_height, int tile_width, int TILE_SIZE,
__global F* sum, __global F* dst_m, int dst_step)
{
int gidy = get_global_id(0);
int gidx = get_global_id(1);
int block_y = src_rows/tile_height;
int block_x = src_cols/tile_width;
int block_num;
if(src_rows > TILE_SIZE && src_rows % TILE_SIZE != 0)
block_y ++;
if(src_cols > TILE_SIZE && src_cols % TILE_SIZE != 0)
block_x ++;
block_num = block_y * block_x;
__local F dst_sum[10][128];
if(gidy<128-block_num)
for(int i=0; i<10; i++)
dst_sum[i][gidy+block_num]=0;
barrier(CLK_LOCAL_MEM_FENCE);
dst_step /= sizeof(F);
if(gidy0; lsize>>=1)
{
if(gidy 0 )
for(int i = 0; i < tileSize_width; i += VLEN_C)
{
for(int j=0; j= TILE_SIZE/2&&lidy > bheight-1&&lidy < tileSize_height)
{
m[9][lidy-bheight] = ((int)py) * sy;
m[8][lidy-bheight] = ((int)x1.s0) * sy;
m[7][lidy-bheight] = ((int)x2.s0) * lidy;
m[6][lidy-bheight] = x3.s0;
m[5][lidy-bheight] = x0.s0 * sy;
m[4][lidy-bheight] = x1.s0 * lidy;
m[3][lidy-bheight] = x2.s0;
m[2][lidy-bheight] = py;
m[1][lidy-bheight] = x1.s0;
m[0][lidy-bheight] = x0.s0;
}
else if(lidy < bheight)
{
lm[9] = ((int)py) * sy;
lm[8] = ((int)x1.s0) * sy;
lm[7] = ((int)x2.s0) * lidy;
lm[6] = x3.s0;
lm[5] = x0.s0 * sy;
lm[4] = x1.s0 * lidy;
lm[3] = x2.s0;
lm[2] = py;
lm[1] = x1.s0;
lm[0] = x0.s0;
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = bheight; j >= 1; j = j/2 )
{
if(lidy < j)
for( int i = 0; i < 10; i++ )
lm[i] = lm[i] + m[i][lidy];
barrier(CLK_LOCAL_MEM_FENCE);
if(lidy >= j/2&&lidy < j)
for( int i = 0; i < 10; i++ )
m[i][lidy-j/2] = lm[i];
barrier(CLK_LOCAL_MEM_FENCE);
}
if(lidy == 0&&lidx == 0)
{
for( int mt = 0; mt < 10; mt++ )
mom[mt] = (F)lm[mt];
if(binary)
{
F s = 1./255;
for( int mt = 0; mt < 10; mt++ )
mom[mt] *= s;
}
F xm = x * mom[0], ym = y * mom[0];
dst_step /= sizeof(F);
*(dst_m + mad24(DST_ROW_00 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[0];
*(dst_m + mad24(DST_ROW_10 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[1] + xm;
*(dst_m + mad24(DST_ROW_01 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[2] + ym;
*(dst_m + mad24(DST_ROW_20 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[3] + x * (mom[1] * 2 + xm);
*(dst_m + mad24(DST_ROW_11 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[4] + x * (mom[2] + ym) + y * mom[1];
*(dst_m + mad24(DST_ROW_02 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[5] + y * (mom[2] * 2 + ym);
*(dst_m + mad24(DST_ROW_30 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[6] + x * (3. * mom[3] + x * (3. * mom[1] + xm));
*(dst_m + mad24(DST_ROW_21 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[7] + x * (2 * (mom[4] + y * mom[1]) + x * (mom[2] + ym)) + y * mom[3];
*(dst_m + mad24(DST_ROW_12 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[8] + y * (2 * (mom[4] + x * mom[2]) + y * (mom[1] + xm)) + x * mom[5];
*(dst_m + mad24(DST_ROW_03 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[9] + y * (3. * mom[5] + y * (3. * mom[2] + ym));
}
}
__kernel void CvMoments_D2(__global ushort8* src_data, int src_rows, int src_cols, int src_step,
__global F* dst_m,
int dst_cols, int dst_step, int blocky,
int depth, int cn, int coi, int binary, const int TILE_SIZE)
{
ushort tmp_coi[8];
ushort8 tmp[32];
int VLEN_US = 8;
int gidy = get_global_id(0);
int gidx = get_global_id(1);
int wgidy = get_group_id(0);
int wgidx = get_group_id(1);
int lidy = get_local_id(0);
int lidx = get_local_id(1);
int y = wgidy*TILE_SIZE;
int x = wgidx*TILE_SIZE;
int kcn = (cn==2)?2:4;
int rstep = min(src_step/2, TILE_SIZE);
int tileSize_height = min(TILE_SIZE, src_rows - y);
int tileSize_width = min(TILE_SIZE, src_cols -x);
if ( y+lidy < src_rows )
{
if(src_cols > TILE_SIZE && tileSize_width < TILE_SIZE)
for(int i=tileSize_width; i < rstep && (x+i) < src_cols; i++ )
*((__global ushort*)src_data+(y+lidy)*src_step/2+x+i) = 0;
if( coi > 0 )
for(int i=0; i < tileSize_width; i+=VLEN_US)
{
for(int j=0; j= TILE_SIZE/2&&lidy > bheight-1&&lidy < tileSize_height)
{
m[9][lidy-bheight] = ((long)py) * sy;
m[8][lidy-bheight] = ((long)x1.s0) * sy;
m[7][lidy-bheight] = ((long)x2.s0) * lidy;
m[6][lidy-bheight] = x3.s0;
m[5][lidy-bheight] = x0.s0 * sy;
m[4][lidy-bheight] = x1.s0 * lidy;
m[3][lidy-bheight] = x2.s0;
m[2][lidy-bheight] = py;
m[1][lidy-bheight] = x1.s0;
m[0][lidy-bheight] = x0.s0;
}
else if(lidy < bheight)
{
lm[9] = ((long)py) * sy;
lm[8] = ((long)x1.s0) * sy;
lm[7] = ((long)x2.s0) * lidy;
lm[6] = x3.s0;
lm[5] = x0.s0 * sy;
lm[4] = x1.s0 * lidy;
lm[3] = x2.s0;
lm[2] = py;
lm[1] = x1.s0;
lm[0] = x0.s0;
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = TILE_SIZE/2; j >= 1; j = j/2 )
{
if(lidy < j)
for( int i = 0; i < 10; i++ )
lm[i] = lm[i] + m[i][lidy];
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = TILE_SIZE/2; j >= 1; j = j/2 )
{
if(lidy >= j/2&&lidy < j)
for( int i = 0; i < 10; i++ )
m[i][lidy-j/2] = lm[i];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lidy == 0&&lidx == 0)
{
for(int mt = 0; mt < 10; mt++ )
mom[mt] = (F)lm[mt];
if(binary)
{
F s = 1./255;
for( int mt = 0; mt < 10; mt++ )
mom[mt] *= s;
}
F xm = x  *mom[0], ym = y * mom[0];
dst_step /= sizeof(F);
*(dst_m + mad24(DST_ROW_00 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[0];
*(dst_m + mad24(DST_ROW_10 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[1] + xm;
*(dst_m + mad24(DST_ROW_01 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[2] + ym;
*(dst_m + mad24(DST_ROW_20 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[3] + x * (mom[1] * 2 + xm);
*(dst_m + mad24(DST_ROW_11 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[4] + x * (mom[2] + ym) + y * mom[1];
*(dst_m + mad24(DST_ROW_02 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[5] + y * (mom[2] * 2 + ym);
*(dst_m + mad24(DST_ROW_30 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[6] + x * (3. * mom[3] + x * (3. * mom[1] + xm));
*(dst_m + mad24(DST_ROW_21 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[7] + x * (2 * (mom[4] + y * mom[1]) + x * (mom[2] + ym)) + y * mom[3];
*(dst_m + mad24(DST_ROW_12 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[8] + y * (2 * (mom[4] + x * mom[2]) + y * (mom[1] + xm)) + x * mom[5];
*(dst_m + mad24(DST_ROW_03 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[9] + y * (3. * mom[5] + y * (3. * mom[2] + ym));
}
}
__kernel void CvMoments_D3(__global short8* src_data, int src_rows, int src_cols, int src_step,
__global F* dst_m,
int dst_cols, int dst_step, int blocky,
int depth, int cn, int coi, int binary, const int TILE_SIZE)
{
short tmp_coi[8];
short8 tmp[32];
int VLEN_S =8;
int gidy = get_global_id(0);
int gidx = get_global_id(1);
int wgidy = get_group_id(0);
int wgidx = get_group_id(1);
int lidy = get_local_id(0);
int lidx = get_local_id(1);
int y = wgidy*TILE_SIZE;
int x = wgidx*TILE_SIZE;
int kcn = (cn==2)?2:4;
int rstep = min(src_step/2, TILE_SIZE);
int tileSize_height = min(TILE_SIZE, src_rows - y);
int tileSize_width = min(TILE_SIZE, src_cols -x);
if ( y+lidy < src_rows )
{
if(tileSize_width < TILE_SIZE)
for(int i = tileSize_width; i < rstep && (x+i) < src_cols; i++ )
*((__global short*)src_data+(y+lidy)*src_step/2+x+i) = 0;
if( coi > 0 )
for(int i=0; i < tileSize_width; i+=VLEN_S)
{
for(int j=0; j= TILE_SIZE/2&&lidy > bheight-1&&lidy < tileSize_height)
{
m[9][lidy-bheight] = ((long)py) * sy;
m[8][lidy-bheight] = ((long)x1.s0) * sy;
m[7][lidy-bheight] = ((long)x2.s0) * lidy;
m[6][lidy-bheight] = x3.s0;
m[5][lidy-bheight] = x0.s0 * sy;
m[4][lidy-bheight] = x1.s0 * lidy;
m[3][lidy-bheight] = x2.s0;
m[2][lidy-bheight] = py;
m[1][lidy-bheight] = x1.s0;
m[0][lidy-bheight] = x0.s0;
}
else if(lidy < bheight)
{
lm[9] = ((long)py) * sy;
lm[8] = ((long)(x1.s0)) * sy;
lm[7] = ((long)(x2.s0)) * lidy;
lm[6] = x3.s0;
lm[5] = x0.s0 * sy;
lm[4] = x1.s0 * lidy;
lm[3] = x2.s0;
lm[2] = py;
lm[1] = x1.s0;
lm[0] = x0.s0;
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = TILE_SIZE/2; j >=1; j = j/2 )
{
if(lidy < j)
for( int i = 0; i < 10; i++ )
lm[i] = lm[i] + m[i][lidy];
barrier(CLK_LOCAL_MEM_FENCE);
if(lidy >= j/2&&lidy < j)
for( int i = 0; i < 10; i++ )
m[i][lidy-j/2] = lm[i];
barrier(CLK_LOCAL_MEM_FENCE);
}
if(lidy ==0 &&lidx ==0)
{
for(int mt = 0; mt < 10; mt++ )
mom[mt] = (F)lm[mt];
if(binary)
{
F s = 1./255;
for( int mt = 0; mt < 10; mt++ )
mom[mt] *= s;
}
F xm = x * mom[0], ym = y*mom[0];
dst_step /= sizeof(F);
*(dst_m + mad24(DST_ROW_00 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[0];
*(dst_m + mad24(DST_ROW_10 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[1] + xm;
*(dst_m + mad24(DST_ROW_01 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[2] + ym;
*(dst_m + mad24(DST_ROW_20 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[3] + x * (mom[1] * 2 + xm);
*(dst_m + mad24(DST_ROW_11 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[4] + x * (mom[2] + ym) + y * mom[1];
*(dst_m + mad24(DST_ROW_02 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[5] + y * (mom[2] * 2 + ym);
*(dst_m + mad24(DST_ROW_30 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[6] + x * (3. * mom[3] + x * (3. * mom[1] + xm));
*(dst_m + mad24(DST_ROW_21 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[7] + x * (2 * (mom[4] + y * mom[1]) + x * (mom[2] + ym)) + y * mom[3];
*(dst_m + mad24(DST_ROW_12 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[8] + y * (2 * (mom[4] + x * mom[2]) + y * (mom[1] + xm)) + x * mom[5];
*(dst_m + mad24(DST_ROW_03 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[9] + y * (3. * mom[5] + y * (3. * mom[2] + ym));
}
}
__kernel void CvMoments_D5( __global float* src_data, int src_rows, int src_cols, int src_step,
__global F* dst_m,
int dst_cols, int dst_step, int blocky,
int depth, int cn, int coi, int binary, const int TILE_SIZE)
{
float tmp_coi[4];
float4 tmp[64] ;
int VLEN_F = 4;
int gidy = get_global_id(0);
int gidx = get_global_id(1);
int wgidy = get_group_id(0);
int wgidx = get_group_id(1);
int lidy = get_local_id(0);
int lidx = get_local_id(1);
int y = wgidy*TILE_SIZE;
int x = wgidx*TILE_SIZE;
int kcn = (cn==2)?2:4;
int rstep = min(src_step/4, TILE_SIZE);
int tileSize_height = min(TILE_SIZE, src_rows - y);
int tileSize_width = min(TILE_SIZE, src_cols -x);
int maxIdx = mul24(src_rows, src_cols);
int yOff = (y+lidy)*src_step;
int index;
if ( y+lidy < src_rows )
{
if(tileSize_width < TILE_SIZE)
for(int i = tileSize_width; i < rstep && (x+i) < src_cols; i++ )
*((__global float*)src_data+(y+lidy)*src_step/4+x+i) = 0;
if( coi > 0 )
for(int i=0; i < tileSize_width; i+=VLEN_F)
{
for(int j=0; j<4; j++)
tmp_coi[j] = *(src_data+(y+lidy)*src_step/4+(x+i+j)*kcn+coi-1);
tmp[i/VLEN_F] = (float4)(tmp_coi[0],tmp_coi[1],tmp_coi[2],tmp_coi[3]);
}
else
for(int i=0; i < tileSize_width; i+=VLEN_F)
tmp[i/VLEN_F] = (float4)(*(src_data+(y+lidy)*src_step/4+x+i),*(src_data+(y+lidy)*src_step/4+x+i+1),*(src_data+(y+lidy)*src_step/4+x+i+2),*(src_data+(y+lidy)*src_step/4+x+i+3));
}
float4 zero = (float4)(0);
float4 full = (float4)(255);
if( binary )
for(int i=0; i < tileSize_width; i+=4)
tmp[i/VLEN_F] = (tmp[i/VLEN_F]!=zero)?full:zero;
F mom[10];
__local F m[10][128];
if(lidy < 128)
for(int i = 0; i < 10; i ++)
m[i][lidy] = 0;
barrier(CLK_LOCAL_MEM_FENCE);
F lm[10] = {0};
F4 x0 = (F4)(0);
F4 x1 = (F4)(0);
F4 x2 = (F4)(0);
F4 x3 = (F4)(0);
for( int xt = 0 ; xt < tileSize_width; xt+=VLEN_F )
{
F4 v_xt = (F4)(xt, xt+1, xt+2, xt+3);
F4 p = convert_F4(tmp[xt/VLEN_F]);
F4 xp = v_xt * p, xxp = xp * v_xt;
x0 += p;
x1 += xp;
x2 += xxp;
x3 += xxp * v_xt;
}
x0.s0 += x0.s1 + x0.s2 + x0.s3;
x1.s0 += x1.s1 + x1.s2 + x1.s3;
x2.s0 += x2.s1 + x2.s2 + x2.s3;
x3.s0 += x3.s1 + x3.s2 + x3.s3;
F py = lidy * x0.s0, sy = lidy*lidy;
int bheight = min(tileSize_height, TILE_SIZE/2);
if(bheight >= TILE_SIZE/2&&lidy > bheight-1&&lidy < tileSize_height)
{
m[9][lidy-bheight] = ((F)py) * sy;
m[8][lidy-bheight] = ((F)x1.s0) * sy;
m[7][lidy-bheight] = ((F)x2.s0) * lidy;
m[6][lidy-bheight] = x3.s0;
m[5][lidy-bheight] = x0.s0 * sy;
m[4][lidy-bheight] = x1.s0 * lidy;
m[3][lidy-bheight] = x2.s0;
m[2][lidy-bheight] = py;
m[1][lidy-bheight] = x1.s0;
m[0][lidy-bheight] = x0.s0;
}
else if(lidy < bheight)
{
lm[9] = ((F)py) * sy;
lm[8] = ((F)x1.s0) * sy;
lm[7] = ((F)x2.s0) * lidy;
lm[6] = x3.s0;
lm[5] = x0.s0 * sy;
lm[4] = x1.s0 * lidy;
lm[3] = x2.s0;
lm[2] = py;
lm[1] = x1.s0;
lm[0] = x0.s0;
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = TILE_SIZE/2; j >= 1; j = j/2 )
{
if(lidy < j)
for( int i = 0; i < 10; i++ )
lm[i] = lm[i] + m[i][lidy];
barrier(CLK_LOCAL_MEM_FENCE);
if(lidy >= j/2&&lidy < j)
for( int i = 0; i < 10; i++ )
m[i][lidy-j/2] = lm[i];
barrier(CLK_LOCAL_MEM_FENCE);
}
if(lidy == 0&&lidx == 0)
{
for( int mt = 0; mt < 10; mt++ )
mom[mt] = (F)lm[mt];
if(binary)
{
F s = 1./255;
for( int mt = 0; mt < 10; mt++ )
mom[mt] *= s;
}
F xm = x * mom[0], ym = y * mom[0];
dst_step /= sizeof(F);
*(dst_m + mad24(DST_ROW_00 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[0];
*(dst_m + mad24(DST_ROW_10 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[1] + xm;
*(dst_m + mad24(DST_ROW_01 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[2] + ym;
*(dst_m + mad24(DST_ROW_20 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[3] + x * (mom[1] * 2 + xm);
*(dst_m + mad24(DST_ROW_11 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[4] + x * (mom[2] + ym) + y * mom[1];
*(dst_m + mad24(DST_ROW_02 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[5] + y * (mom[2] * 2 + ym);
*(dst_m + mad24(DST_ROW_30 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[6] + x * (3. * mom[3] + x * (3. * mom[1] + xm));
*(dst_m + mad24(DST_ROW_21 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[7] + x * (2 * (mom[4] + y * mom[1]) + x * (mom[2] + ym)) + y * mom[3];
*(dst_m + mad24(DST_ROW_12 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[8] + y * (2 * (mom[4] + x * mom[2]) + y * (mom[1] + xm)) + x * mom[5];
*(dst_m + mad24(DST_ROW_03 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[9] + y * (3. * mom[5] + y * (3. * mom[2] + ym));
}
}
__kernel void CvMoments_D6(__global F* src_data,  int src_rows, int src_cols, int src_step,
__global F* dst_m,
int dst_cols, int dst_step, int blocky,
int depth, int cn, int coi, int binary, const int TILE_SIZE)
{
F tmp_coi[4];
F4 tmp[64];
int VLEN_D = 4;
int gidy = get_global_id(0);
int gidx = get_global_id(1);
int wgidy = get_group_id(0);
int wgidx = get_group_id(1);
int lidy = get_local_id(0);
int lidx = get_local_id(1);
int y = wgidy*TILE_SIZE;
int x = wgidx*TILE_SIZE;
int kcn = (cn==2)?2:4;
int rstep = min(src_step/8, TILE_SIZE);
int tileSize_height = min(TILE_SIZE,  src_rows - y);
int tileSize_width = min(TILE_SIZE, src_cols - x);
if ( y+lidy < src_rows )
{
if(tileSize_width < TILE_SIZE)
for(int i = tileSize_width; i < rstep && (x+i) < src_cols; i++ )
*((__global F*)src_data+(y+lidy)*src_step/8+x+i) = 0;
if( coi > 0 )
for(int i=0; i < tileSize_width; i+=VLEN_D)
{
for(int j=0; j<4 && ((x+i+j)*kcn+coi-1)= TILE_SIZE/2&&lidy > bheight-1&&lidy < tileSize_height)
{
m[9][lidy-bheight] = ((F)py) * sy;
m[8][lidy-bheight] = ((F)x1.s0) * sy;
m[7][lidy-bheight] = ((F)x2.s0) * lidy;
m[6][lidy-bheight] = x3.s0;
m[5][lidy-bheight] = x0.s0 * sy;
m[4][lidy-bheight] = x1.s0 * lidy;
m[3][lidy-bheight] = x2.s0;
m[2][lidy-bheight] = py;
m[1][lidy-bheight] = x1.s0;
m[0][lidy-bheight] = x0.s0;
}
else if(lidy < bheight)
{
lm[9] = ((F)py) * sy;
lm[8] = ((F)x1.s0) * sy;
lm[7] = ((F)x2.s0) * lidy;
lm[6] = x3.s0;
lm[5] = x0.s0 * sy;
lm[4] = x1.s0 * lidy;
lm[3] = x2.s0;
lm[2] = py;
lm[1] = x1.s0;
lm[0] = x0.s0;
}
barrier(CLK_LOCAL_MEM_FENCE);
for( int j = TILE_SIZE/2; j >= 1; j = j/2 )
{
if(lidy < j)
for( int i = 0; i < 10; i++ )
lm[i] = lm[i] + m[i][lidy];
barrier(CLK_LOCAL_MEM_FENCE);
if(lidy >= j/2&&lidy < j)
for( int i = 0; i < 10; i++ )
m[i][lidy-j/2] = lm[i];
barrier(CLK_LOCAL_MEM_FENCE);
}
if(lidy == 0&&lidx == 0)
{
for( int mt = 0; mt < 10; mt++ )
mom[mt] = (F)lm[mt];
if(binary)
{
F s = 1./255;
for( int mt = 0; mt < 10; mt++ )
mom[mt] *= s;
}
F xm = x * mom[0], ym = y * mom[0];
dst_step /= sizeof(F);
*(dst_m + mad24(DST_ROW_00 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[0];
*(dst_m + mad24(DST_ROW_10 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[1] + xm;
*(dst_m + mad24(DST_ROW_01 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[2] + ym;
*(dst_m + mad24(DST_ROW_20 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[3] + x * (mom[1] * 2 + xm);
*(dst_m + mad24(DST_ROW_11 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[4] + x * (mom[2] + ym) + y * mom[1];
*(dst_m + mad24(DST_ROW_02 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[5] + y * (mom[2] * 2 + ym);
*(dst_m + mad24(DST_ROW_30 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[6] + x * (3. * mom[3] + x * (3. * mom[1] + xm));
*(dst_m + mad24(DST_ROW_21 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[7] + x * (2 * (mom[4] + y * mom[1]) + x * (mom[2] + ym)) + y * mom[3];
*(dst_m + mad24(DST_ROW_12 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[8] + y * (2 * (mom[4] + x * mom[2]) + y * (mom[1] + xm)) + x * mom[5];
*(dst_m + mad24(DST_ROW_03 * blocky, dst_step, mad24(wgidy, dst_cols, wgidx))) = mom[9] + y * (3. * mom[5] + y * (3. * mom[2] + ym));
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void merge_vector_C2_D0(__global uchar *mat_dst,  int dst_step,  int dst_offset,
__global uchar *mat_src0, int src0_step, int src0_offset,
__global uchar *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 1;
#define dst_align  ((dst_offset & 3) >> 1)
int src0_index = mad24(y, src0_step, src0_offset + x - dst_align);
int src1_index = mad24(y, src1_step, src1_offset + x - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
__global uchar4 * dst  = (__global uchar4 *)(mat_dst + dst_index);
__global uchar  * src0 = mat_src0 + src0_index;
__global uchar  * src1 = src0     + 1;
__global uchar  * src2 = mat_src1 + src1_index;
__global uchar  * src3 = src2     + 1;
uchar4 dst_data = *dst;
uchar  data_0   = *(src0);
uchar  data_1   = *(src1);
uchar  data_2   = *(src2);
uchar  data_3   = *(src3);
uchar4 tmp_data = (uchar4)(data_0, data_2, data_1, data_3);
tmp_data.xy = dst_index + 0 >= dst_start ? tmp_data.xy : dst_data.xy;
tmp_data.zw = dst_index + 2 <  dst_end   ? tmp_data.zw : dst_data.zw;
*dst = tmp_data;
}
}
__kernel void merge_vector_C2_D1(__global char *mat_dst,  int dst_step,  int dst_offset,
__global char *mat_src0, int src0_step, int src0_offset,
__global char *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 1;
#define dst_align  ((dst_offset & 3) >> 1)
int src0_index = mad24(y, src0_step, src0_offset + x - dst_align);
int src1_index = mad24(y, src1_step, src1_offset + x - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
__global char4 * dst  = (__global char4 *)(mat_dst + dst_index);
__global char  * src0 = mat_src0 + src0_index;
__global char  * src1 = src0     + 1;
__global char  * src2 = mat_src1 + src1_index;
__global char  * src3 = src2     + 1;
char4 dst_data = *dst;
char  data_0   = *(src0);
char  data_1   = *(src1);
char  data_2   = *(src2);
char  data_3   = *(src3);
char4 tmp_data = (char4)(data_0, data_2, data_1, data_3);
tmp_data.xy = dst_index + 0 >= dst_start ? tmp_data.xy : dst_data.xy;
tmp_data.zw = dst_index + 2 <  dst_end   ? tmp_data.zw : dst_data.zw;
*dst = tmp_data;
}
}
__kernel void merge_vector_C2_D2(__global ushort *mat_dst,  int dst_step,  int dst_offset,
__global ushort *mat_src0, int src0_step, int src0_offset,
__global ushort *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
__global ushort*  src0 = (__global ushort * )((__global uchar *)mat_src0 + src0_index + (x << 1));
__global ushort*  src1 = (__global ushort * )((__global uchar *)mat_src1 + src1_index + (x << 1));
__global ushort2* dist = (__global ushort2 *)((__global uchar *)mat_dst  + dst_index  + (x << 2));
ushort  src0_data = *src0;
ushort  src1_data = *src1;
*dist = (ushort2)(src0_data, src1_data);
}
}
__kernel void merge_vector_C2_D3(__global short *mat_dst,  int dst_step,  int dst_offset,
__global short *mat_src0, int src0_step, int src0_offset,
__global short *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
__global short*  src0 = (__global short * )((__global uchar *)mat_src0 + src0_index + (x << 1));
__global short*  src1 = (__global short * )((__global uchar *)mat_src1 + src1_index + (x << 1));
__global short2* dist = (__global short2 *)((__global uchar *)mat_dst  + dst_index   + (x << 2));
short  src0_data = *src0;
short  src1_data = *src1;
*dist = (short2)(src0_data, src1_data);
}
}
__kernel void merge_vector_C2_D4(__global int *mat_dst,  int dst_step,  int dst_offset,
__global int *mat_src0, int src0_step, int src0_offset,
__global int *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
int src0 = *((__global int *)((__global uchar *)mat_src0 + src0_index + (x << 2)));
int src1 = *((__global int *)((__global uchar *)mat_src1 + src1_index + (x << 2)));
*((__global int2 *)((__global uchar *)mat_dst  + dst_index + (x << 4))) = (int2)(src0, src1);
}
}
__kernel void merge_vector_C2_D5(__global float *mat_dst,  int dst_step,  int dst_offset,
__global float *mat_src0, int src0_step, int src0_offset,
__global float *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
float src0 = *((__global float *)((__global uchar *)mat_src0 + src0_index + (x << 2)));
float src1 = *((__global float *)((__global uchar *)mat_src1 + src1_index + (x << 2)));
*((__global float2 *)((__global uchar *)mat_dst  + dst_index + (x << 4))) = (float2)(src0, src1);
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C2_D6(__global double *mat_dst,  int dst_step,  int dst_offset,
__global double *mat_src0, int src0_step, int src0_offset,
__global double *mat_src1, int src1_step, int src1_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
double src0 = *((__global double *)((__global uchar *)mat_src0 + src0_index + (x << 3)));
double src1 = *((__global double *)((__global uchar *)mat_src1 + src1_index + (x << 3)));
*((__global double2 *)((__global uchar *)mat_dst  + dst_index + (x << 4))) = (double2)(src0, src1);
}
}
#endif
__kernel void merge_vector_C3_D0(__global uchar *mat_dst,  int dst_step,  int dst_offset,
__global uchar *mat_src0, int src0_step, int src0_offset,
__global uchar *mat_src1, int src1_step, int src1_offset,
__global uchar *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 2;
int src0_index = mad24(y, src0_step, x + src0_offset - offset_cols);
int src1_index = mad24(y, src1_step, x + src1_offset - offset_cols);
int src2_index = mad24(y, src2_step, x + src2_offset - offset_cols);
int dst_start = mad24(y, dst_step, dst_offset);
int dst_end   = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index = mad24(y, dst_step, dst_offset + 3 * x - offset_cols * 3);
uchar data0_0 = *(mat_src0 + src0_index + 0);
uchar data0_1 = *(mat_src0 + src0_index + 1);
uchar data0_2 = *(mat_src0 + src0_index + 2);
uchar data0_3 = *(mat_src0 + src0_index + 3);
uchar data1_0 = *(mat_src1 + src1_index + 0);
uchar data1_1 = *(mat_src1 + src1_index + 1);
uchar data1_2 = *(mat_src1 + src1_index + 2);
uchar data1_3 = *(mat_src1 + src1_index + 3);
uchar data2_0 = *(mat_src2 + src2_index + 0);
uchar data2_1 = *(mat_src2 + src2_index + 1);
uchar data2_2 = *(mat_src2 + src2_index + 2);
uchar data2_3 = *(mat_src2 + src2_index + 3);
uchar4 tmp_data0 = (uchar4)(data0_0, data1_0, data2_0, data0_1);
uchar4 tmp_data1 = (uchar4)(data1_1, data2_1, data0_2, data1_2);
uchar4 tmp_data2 = (uchar4)(data2_2, data0_3, data1_3, data2_3);
uchar4 dst_data0 = *((__global uchar4*)(mat_dst + dst_index + 0));
uchar4 dst_data1 = *((__global uchar4*)(mat_dst + dst_index + 4));
uchar4 dst_data2 = *((__global uchar4*)(mat_dst + dst_index + 8));
tmp_data0.x = ((dst_index + 0  >= dst_start) && (dst_index + 0  < dst_end)) ? tmp_data0.x : dst_data0.x;
tmp_data0.y = ((dst_index + 1  >= dst_start) && (dst_index + 1  < dst_end)) ? tmp_data0.y : dst_data0.y;
tmp_data0.z = ((dst_index + 2  >= dst_start) && (dst_index + 2  < dst_end)) ? tmp_data0.z : dst_data0.z;
tmp_data0.w = ((dst_index + 3  >= dst_start) && (dst_index + 3  < dst_end)) ? tmp_data0.w : dst_data0.w;
tmp_data1.x = ((dst_index + 4  >= dst_start) && (dst_index + 4  < dst_end)) ? tmp_data1.x : dst_data1.x;
tmp_data1.y = ((dst_index + 5  >= dst_start) && (dst_index + 5  < dst_end)) ? tmp_data1.y : dst_data1.y;
tmp_data1.z = ((dst_index + 6  >= dst_start) && (dst_index + 6  < dst_end)) ? tmp_data1.z : dst_data1.z;
tmp_data1.w = ((dst_index + 7  >= dst_start) && (dst_index + 7  < dst_end)) ? tmp_data1.w : dst_data1.w;
tmp_data2.x = ((dst_index + 8  >= dst_start) && (dst_index + 8  < dst_end)) ? tmp_data2.x : dst_data2.x;
tmp_data2.y = ((dst_index + 9  >= dst_start) && (dst_index + 9  < dst_end)) ? tmp_data2.y : dst_data2.y;
tmp_data2.z = ((dst_index + 10 >= dst_start) && (dst_index + 10 < dst_end)) ? tmp_data2.z : dst_data2.z;
tmp_data2.w = ((dst_index + 11 >= dst_start) && (dst_index + 11 < dst_end)) ? tmp_data2.w : dst_data2.w;
*((__global uchar4*)(mat_dst + dst_index + 0)) = tmp_data0;
*((__global uchar4*)(mat_dst + dst_index + 4)) = tmp_data1;
*((__global uchar4*)(mat_dst + dst_index + 8)) = tmp_data2;
}
}
__kernel void merge_vector_C3_D1(__global char *mat_dst,  int dst_step,  int dst_offset,
__global char *mat_src0, int src0_step, int src0_offset,
__global char *mat_src1, int src1_step, int src1_offset,
__global char *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 2;
int src0_index = mad24(y, src0_step, x + src0_offset - offset_cols);
int src1_index = mad24(y, src1_step, x + src1_offset - offset_cols);
int src2_index = mad24(y, src2_step, x + src2_offset - offset_cols);
int dst_start = mad24(y, dst_step, dst_offset);
int dst_end   = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index = mad24(y, dst_step, dst_offset + 3 * x - offset_cols * 3);
char data0_0 = *(mat_src0 + src0_index + 0);
char data0_1 = *(mat_src0 + src0_index + 1);
char data0_2 = *(mat_src0 + src0_index + 2);
char data0_3 = *(mat_src0 + src0_index + 3);
char data1_0 = *(mat_src1 + src1_index + 0);
char data1_1 = *(mat_src1 + src1_index + 1);
char data1_2 = *(mat_src1 + src1_index + 2);
char data1_3 = *(mat_src1 + src1_index + 3);
char data2_0 = *(mat_src2 + src2_index + 0);
char data2_1 = *(mat_src2 + src2_index + 1);
char data2_2 = *(mat_src2 + src2_index + 2);
char data2_3 = *(mat_src2 + src2_index + 3);
char4 tmp_data0 = (char4)(data0_0, data1_0, data2_0, data0_1);
char4 tmp_data1 = (char4)(data1_1, data2_1, data0_2, data1_2);
char4 tmp_data2 = (char4)(data2_2, data0_3, data1_3, data2_3);
char4 dst_data0 = *((__global char4*)(mat_dst + dst_index + 0));
char4 dst_data1 = *((__global char4*)(mat_dst + dst_index + 4));
char4 dst_data2 = *((__global char4*)(mat_dst + dst_index + 8));
tmp_data0.x = ((dst_index + 0  >= dst_start) && (dst_index + 0  < dst_end)) ? tmp_data0.x : dst_data0.x;
tmp_data0.y = ((dst_index + 1  >= dst_start) && (dst_index + 1  < dst_end)) ? tmp_data0.y : dst_data0.y;
tmp_data0.z = ((dst_index + 2  >= dst_start) && (dst_index + 2  < dst_end)) ? tmp_data0.z : dst_data0.z;
tmp_data0.w = ((dst_index + 3  >= dst_start) && (dst_index + 3  < dst_end)) ? tmp_data0.w : dst_data0.w;
tmp_data1.x = ((dst_index + 4  >= dst_start) && (dst_index + 4  < dst_end)) ? tmp_data1.x : dst_data1.x;
tmp_data1.y = ((dst_index + 5  >= dst_start) && (dst_index + 5  < dst_end)) ? tmp_data1.y : dst_data1.y;
tmp_data1.z = ((dst_index + 6  >= dst_start) && (dst_index + 6  < dst_end)) ? tmp_data1.z : dst_data1.z;
tmp_data1.w = ((dst_index + 7  >= dst_start) && (dst_index + 7  < dst_end)) ? tmp_data1.w : dst_data1.w;
tmp_data2.x = ((dst_index + 8  >= dst_start) && (dst_index + 8  < dst_end)) ? tmp_data2.x : dst_data2.x;
tmp_data2.y = ((dst_index + 9  >= dst_start) && (dst_index + 9  < dst_end)) ? tmp_data2.y : dst_data2.y;
tmp_data2.z = ((dst_index + 10 >= dst_start) && (dst_index + 10 < dst_end)) ? tmp_data2.z : dst_data2.z;
tmp_data2.w = ((dst_index + 11 >= dst_start) && (dst_index + 11 < dst_end)) ? tmp_data2.w : dst_data2.w;
*((__global char4*)(mat_dst + dst_index + 0)) = tmp_data0;
*((__global char4*)(mat_dst + dst_index + 4)) = tmp_data1;
*((__global char4*)(mat_dst + dst_index + 8)) = tmp_data2;
}
}
__kernel void merge_vector_C3_D2(__global ushort *mat_dst,  int dst_step,  int dst_offset,
__global ushort *mat_src0, int src0_step, int src0_offset,
__global ushort *mat_src1, int src1_step, int src1_offset,
__global ushort *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 1;
int src0_index = mad24(y, src0_step, (x << 1) + src0_offset - offset_cols);
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - offset_cols);
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - offset_cols);
int dst_start = mad24(y, dst_step, dst_offset);
int dst_end   = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index = mad24(y, dst_step, dst_offset + 6 * x - offset_cols * 6);
ushort data0_0 = *((__global ushort *)((__global char *)mat_src0 + src0_index + 0));
ushort data0_1 = *((__global ushort *)((__global char *)mat_src0 + src0_index + 2));
ushort data1_0 = *((__global ushort *)((__global char *)mat_src1 + src1_index + 0));
ushort data1_1 = *((__global ushort *)((__global char *)mat_src1 + src1_index + 2));
ushort data2_0 = *((__global ushort *)((__global char *)mat_src2 + src2_index + 0));
ushort data2_1 = *((__global ushort *)((__global char *)mat_src2 + src2_index + 2));
ushort2 tmp_data0 = (ushort2)(data0_0, data1_0);
ushort2 tmp_data1 = (ushort2)(data2_0, data0_1);
ushort2 tmp_data2 = (ushort2)(data1_1, data2_1);
ushort2 dst_data0 = *((__global ushort2*)((__global char *)mat_dst + dst_index + 0));
ushort2 dst_data1 = *((__global ushort2*)((__global char *)mat_dst + dst_index + 4));
ushort2 dst_data2 = *((__global ushort2*)((__global char *)mat_dst + dst_index + 8));
tmp_data0.x = ((dst_index + 0  >= dst_start) && (dst_index + 0  < dst_end)) ? tmp_data0.x : dst_data0.x;
tmp_data0.y = ((dst_index + 2  >= dst_start) && (dst_index + 2  < dst_end)) ? tmp_data0.y : dst_data0.y;
tmp_data1.x = ((dst_index + 4  >= dst_start) && (dst_index + 4  < dst_end)) ? tmp_data1.x : dst_data1.x;
tmp_data1.y = ((dst_index + 6  >= dst_start) && (dst_index + 6  < dst_end)) ? tmp_data1.y : dst_data1.y;
tmp_data2.x = ((dst_index + 8  >= dst_start) && (dst_index + 8  < dst_end)) ? tmp_data2.x : dst_data2.x;
tmp_data2.y = ((dst_index + 10 >= dst_start) && (dst_index + 10 < dst_end)) ? tmp_data2.y : dst_data2.y;
*((__global ushort2*)((__global char *)mat_dst + dst_index + 0)) = tmp_data0;
*((__global ushort2*)((__global char *)mat_dst + dst_index + 4)) = tmp_data1;
*((__global ushort2*)((__global char *)mat_dst + dst_index + 8)) = tmp_data2;
}
}
__kernel void merge_vector_C3_D3(__global short *mat_dst,  int dst_step,  int dst_offset,
__global short *mat_src0, int src0_step, int src0_offset,
__global short *mat_src1, int src1_step, int src1_offset,
__global short *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
x = x << 1;
int src0_index = mad24(y, src0_step, (x << 1) + src0_offset - offset_cols);
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - offset_cols);
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - offset_cols);
int dst_start = mad24(y, dst_step, dst_offset);
int dst_end   = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index = mad24(y, dst_step, dst_offset + 6 * x - offset_cols * 6);
short data0_0 = *((__global short *)((__global char *)mat_src0 + src0_index + 0));
short data0_1 = *((__global short *)((__global char *)mat_src0 + src0_index + 2));
short data1_0 = *((__global short *)((__global char *)mat_src1 + src1_index + 0));
short data1_1 = *((__global short *)((__global char *)mat_src1 + src1_index + 2));
short data2_0 = *((__global short *)((__global char *)mat_src2 + src2_index + 0));
short data2_1 = *((__global short *)((__global char *)mat_src2 + src2_index + 2));
short2 tmp_data0 = (short2)(data0_0, data1_0);
short2 tmp_data1 = (short2)(data2_0, data0_1);
short2 tmp_data2 = (short2)(data1_1, data2_1);
short2 dst_data0 = *((__global short2*)((__global char *)mat_dst + dst_index + 0));
short2 dst_data1 = *((__global short2*)((__global char *)mat_dst + dst_index + 4));
short2 dst_data2 = *((__global short2*)((__global char *)mat_dst + dst_index + 8));
tmp_data0.x = ((dst_index + 0  >= dst_start) && (dst_index + 0  < dst_end)) ? tmp_data0.x : dst_data0.x;
tmp_data0.y = ((dst_index + 2  >= dst_start) && (dst_index + 2  < dst_end)) ? tmp_data0.y : dst_data0.y;
tmp_data1.x = ((dst_index + 4  >= dst_start) && (dst_index + 4  < dst_end)) ? tmp_data1.x : dst_data1.x;
tmp_data1.y = ((dst_index + 6  >= dst_start) && (dst_index + 6  < dst_end)) ? tmp_data1.y : dst_data1.y;
tmp_data2.x = ((dst_index + 8  >= dst_start) && (dst_index + 8  < dst_end)) ? tmp_data2.x : dst_data2.x;
tmp_data2.y = ((dst_index + 10 >= dst_start) && (dst_index + 10 < dst_end)) ? tmp_data2.y : dst_data2.y;
*((__global short2*)((__global char *)mat_dst + dst_index + 0)) = tmp_data0;
*((__global short2*)((__global char *)mat_dst + dst_index + 4)) = tmp_data1;
*((__global short2*)((__global char *)mat_dst + dst_index + 8)) = tmp_data2;
}
}
__kernel void merge_vector_C3_D4(__global int *mat_dst,  int dst_step,  int dst_offset,
__global int *mat_src0, int src0_step, int src0_offset,
__global int *mat_src1, int src1_step, int src1_offset,
__global int *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
__global int* src0 = (__global int * )((__global uchar *)mat_src0 + src0_index + (x << 2));
__global int* src1 = (__global int * )((__global uchar *)mat_src1 + src1_index + (x << 2));
__global int* src2 = (__global int * )((__global uchar *)mat_src2 + src2_index + (x << 2));
__global int* dist0 = (__global int *)((__global uchar *)mat_dst  + dst_index  + 3 * (x << 2));
__global int* dist1 = dist0 + 1;
__global int* dist2 = dist0 + 2;
int  src0_data = *src0;
int  src1_data = *src1;
int  src2_data = *src2;
*dist0 = src0_data;
*dist1 = src1_data;
*dist2 = src2_data;
}
}
__kernel void merge_vector_C3_D5(__global float *mat_dst,  int dst_step,  int dst_offset,
__global float *mat_src0, int src0_step, int src0_offset,
__global float *mat_src1, int src1_step, int src1_offset,
__global float *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
__global float* src0 = (__global float * )((__global uchar *)mat_src0 + src0_index + (x << 2));
__global float* src1 = (__global float * )((__global uchar *)mat_src1 + src1_index + (x << 2));
__global float* src2 = (__global float * )((__global uchar *)mat_src2 + src2_index + (x << 2));
__global float* dist0 = (__global float *)((__global uchar *)mat_dst  + dst_index  + 3 * (x << 2));
__global float* dist1 = dist0 + 1;
__global float* dist2 = dist0 + 2;
float  src0_data = *src0;
float  src1_data = *src1;
float  src2_data = *src2;
*dist0 = src0_data;
*dist1 = src1_data;
*dist2 = src2_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C3_D6(__global double *mat_dst,  int dst_step,  int dst_offset,
__global double *mat_src0, int src0_step, int src0_offset,
__global double *mat_src1, int src1_step, int src1_offset,
__global double *mat_src2, int src2_step, int src2_offset, int offset_cols,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
__global double* src0 = (__global double * )((__global uchar *)mat_src0 + src0_index + (x << 3));
__global double* src1 = (__global double * )((__global uchar *)mat_src1 + src1_index + (x << 3));
__global double* src2 = (__global double * )((__global uchar *)mat_src2 + src2_index + (x << 3));
__global double* dist0 = (__global double *)((__global uchar *)mat_dst  + dst_index  + 3 * (x << 3));
__global double* dist1 = dist0 + 1;
__global double* dist2 = dist0 + 2;
double  src0_data = *src0;
double  src1_data = *src1;
double  src2_data = *src2;
*dist0 = src0_data;
*dist1 = src1_data;
*dist2 = src2_data;
}
}
#endif
__kernel void merge_vector_C4_D0(__global uchar *mat_dst,  int dst_step,  int dst_offset,
__global uchar *mat_src0, int src0_step, int src0_offset,
__global uchar *mat_src1, int src1_step, int src1_offset,
__global uchar *mat_src2, int src2_step, int src2_offset,
__global uchar *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
uchar src0 = *(mat_src0 + src0_index + x );
uchar src1 = *(mat_src1 + src1_index + x);
uchar src2 = *(mat_src2 + src2_index + x);
uchar src3 = *(mat_src3 + src3_index + x);
*((__global uchar4 *)(mat_dst  + dst_index + (x << 2))) = (uchar4)(src0, src1, src2, src3);
}
}
__kernel void merge_vector_C4_D1(__global char *mat_dst,  int dst_step,  int dst_offset,
__global char *mat_src0, int src0_step, int src0_offset,
__global char *mat_src1, int src1_step, int src1_offset,
__global char *mat_src2, int src2_step, int src2_offset,
__global char *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
char src0 = *(mat_src0 + src0_index + x );
char src1 = *(mat_src1 + src1_index + x);
char src2 = *(mat_src2 + src2_index + x);
char src3 = *(mat_src3 + src3_index + x);
*((__global char4 *)(mat_dst  + dst_index + (x << 2))) = (char4)(src0, src1, src2, src3);
}
}
__kernel void merge_vector_C4_D2(__global ushort *mat_dst,  int dst_step,  int dst_offset,
__global ushort *mat_src0, int src0_step, int src0_offset,
__global ushort *mat_src1, int src1_step, int src1_offset,
__global ushort *mat_src2, int src2_step, int src2_offset,
__global ushort *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
ushort src0 = *((__global ushort *)((__global uchar *)mat_src0 + src0_index + (x << 1)));
ushort src1 = *((__global ushort *)((__global uchar *)mat_src1 + src1_index + (x << 1)));
ushort src2 = *((__global ushort *)((__global uchar *)mat_src2 + src2_index + (x << 1)));
ushort src3 = *((__global ushort *)((__global uchar *)mat_src3 + src3_index + (x << 1)));
*((__global ushort4 *)((__global uchar *)mat_dst  + dst_index + (x << 3))) = (ushort4)(src0, src1, src2, src3);
}
}
__kernel void merge_vector_C4_D3(__global short *mat_dst,  int dst_step,  int dst_offset,
__global short *mat_src0, int src0_step, int src0_offset,
__global short *mat_src1, int src1_step, int src1_offset,
__global short *mat_src2, int src2_step, int src2_offset,
__global short *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
short src0 = *((__global short *)((__global uchar *)mat_src0 + src0_index + (x << 1)));
short src1 = *((__global short *)((__global uchar *)mat_src1 + src1_index + (x << 1)));
short src2 = *((__global short *)((__global uchar *)mat_src2 + src2_index + (x << 1)));
short src3 = *((__global short *)((__global uchar *)mat_src3 + src3_index + (x << 1)));
*((__global short4 *)((__global uchar *)mat_dst  + dst_index + (x << 3))) = (short4)(src0, src1, src2, src3);
}
}
__kernel void merge_vector_C4_D4(__global int *mat_dst,  int dst_step,  int dst_offset,
__global int *mat_src0, int src0_step, int src0_offset,
__global int *mat_src1, int src1_step, int src1_offset,
__global int *mat_src2, int src2_step, int src2_offset,
__global int *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
int src0 = *((__global int *)((__global uchar *)mat_src0 + src0_index + (x << 2)));
int src1 = *((__global int *)((__global uchar *)mat_src1 + src1_index + (x << 2)));
int src2 = *((__global int *)((__global uchar *)mat_src2 + src2_index + (x << 2)));
int src3 = *((__global int *)((__global uchar *)mat_src3 + src3_index + (x << 2)));
*((__global int4 *)((__global uchar *)mat_dst  + dst_index + (x << 4))) = (int4)(src0, src1, src2, src3);
}
}
__kernel void merge_vector_C4_D5(__global float *mat_dst,  int dst_step,  int dst_offset,
__global float *mat_src0, int src0_step, int src0_offset,
__global float *mat_src1, int src1_step, int src1_offset,
__global float *mat_src2, int src2_step, int src2_offset,
__global float *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
float src0 = *((__global float *)((__global uchar *)mat_src0 + src0_index + (x << 2)));
float src1 = *((__global float *)((__global uchar *)mat_src1 + src1_index + (x << 2)));
float src2 = *((__global float *)((__global uchar *)mat_src2 + src2_index + (x << 2)));
float src3 = *((__global float *)((__global uchar *)mat_src3 + src3_index + (x << 2)));
*((__global float4 *)((__global uchar *)mat_dst  + dst_index + (x << 4))) = (float4)(src0, src1, src2, src3);
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C4_D6(__global double *mat_dst,  int dst_step,  int dst_offset,
__global double *mat_src0, int src0_step, int src0_offset,
__global double *mat_src1, int src1_step, int src1_offset,
__global double *mat_src2, int src2_step, int src2_offset,
__global double *mat_src3, int src3_step, int src3_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
int src0_index = mad24(y, src0_step, src0_offset);
int src1_index = mad24(y, src1_step, src1_offset);
int src2_index = mad24(y, src2_step, src2_offset);
int src3_index = mad24(y, src3_step, src3_offset);
int dst_index  = mad24(y, dst_step , dst_offset);
double src0 = *((__global double *)((__global uchar *)mat_src0 + src0_index + (x << 3)));
double src1 = *((__global double *)((__global uchar *)mat_src1 + src1_index + (x << 3)));
double src2 = *((__global double *)((__global uchar *)mat_src2 + src2_index + (x << 3)));
double src3 = *((__global double *)((__global uchar *)mat_src3 + src3_index + (x << 3)));
*((__global double4 *)((__global uchar *)mat_dst  + dst_index + (x << 5))) = (double4)(src0, src1, src2, src3);
}
}
#endif
__kernel void merge_vector_C2_D0_1(int rows, int cols,
__global uchar *mat_dst,  int dst_step,
__global uchar *mat_src0, int src0_step,
__global uchar *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global uchar4  *src0_y = (__global uchar4 * )(mat_src0 + y * src0_step);
__global uchar4  *src1_y = (__global uchar4 * )(mat_src1 + y * src1_step);
__global uchar8 *dst_y  = (__global uchar8 *)(mat_dst  + y * dst_step);
uchar4 value1 = src0_y[x];
uchar4 value2 = src1_y[x];
uchar8 value;
value.even = value1;
value.odd = value2;
dst_y[x] = value;
}
}
__kernel void merge_vector_C2_D1_1(int rows, int cols,
__global char *mat_dst,  int dst_step,
__global char *mat_src0, int src0_step,
__global char *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global char4  *src0_y = (__global char4 * )(mat_src0 + y * src0_step);
__global char4  *src1_y = (__global char4 * )(mat_src1 + y * src1_step);
__global char8 *dst_y  = (__global char8 *)(mat_dst  + y * dst_step);
char4 value1 = src0_y[x];
char4 value2 = src1_y[x];
char8 value;
value.even = value1;
value.odd = value2;
dst_y[x] = value;
}
}
__kernel void merge_vector_C2_D2_1(int rows, int cols,
__global ushort *mat_dst,  int dst_step,
__global ushort *mat_src0, int src0_step,
__global ushort *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global ushort2  *src0_y = (__global ushort2 *)((__global uchar *)mat_src0 + y * src0_step);
__global ushort2  *src1_y = (__global ushort2 *)((__global uchar *)mat_src1 + y * src1_step);
__global ushort4  *dst_y  = (__global ushort4 *)((__global uchar *)mat_dst  + y * dst_step);
ushort2 value1 = src0_y[x];
ushort2 value2 = src1_y[x];
ushort4 value;
value.even = value1;
value.odd = value2;
dst_y[x] = value;
}
}
__kernel void merge_vector_C2_D3_1(int rows, int cols,
__global short *mat_dst,  int dst_step,
__global short *mat_src0, int src0_step,
__global short *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global short2  *src0_y = (__global short2 *)((__global uchar *)mat_src0 + y * src0_step);
__global short2  *src1_y = (__global short2 *)((__global uchar *)mat_src1 + y * src1_step);
__global short4 *dst_y   = (__global short4 *)((__global uchar *)mat_dst  + y * dst_step);
short2 value1 = src0_y[x];
short2 value2 = src1_y[x];
short4 value;
value.even = value1;
value.odd = value2;
dst_y[x] = value;
}
}
__kernel void merge_vector_C2_D4_1(int rows, int cols,
__global int *mat_dst,  int dst_step,
__global int *mat_src0, int src0_step,
__global int *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global int  *src0_y = (__global int *)((__global uchar *)mat_src0 + y * src0_step);
__global int  *src1_y = (__global int *)((__global uchar *)mat_src1 + y * src1_step);
__global int2  *dst_y  = (__global int2 *)((__global uchar *)mat_dst  + y * dst_step);
int value1 = src0_y[x];
int value2 = src1_y[x];
int2 value;
value.even = value1;
value.odd = value2;
dst_y[x] = value;
}
}
__kernel void merge_vector_C2_D5_1(int rows, int cols,
__global float *mat_dst,  int dst_step,
__global float *mat_src0, int src0_step,
__global float *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global float  *src0_y = (__global float *)((__global uchar *)mat_src0 + y * src0_step);
__global float  *src1_y = (__global float *)((__global uchar *)mat_src1 + y * src1_step);
__global float2  *dst_y  = (__global float2 *)((__global uchar *)mat_dst  + y * dst_step);
float value1 = src0_y[x];
float value2 = src1_y[x];
dst_y[x] = (float2)(value1, value2);
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C2_D6_1(int rows, int cols,
__global double *mat_dst,  int dst_step,
__global double *mat_src0, int src0_step,
__global double *mat_src1, int src1_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global double  *src0_y = (__global double *)((__global uchar *)mat_src0 + y * src0_step);
__global double  *src1_y = (__global double *)((__global uchar *)mat_src1 + y * src1_step);
__global double2 *dst_y  = (__global double2 *)((__global uchar *)mat_dst  + y * dst_step);
double value1 = src0_y[x];
double value2 = src1_y[x];
dst_y[x] = (double2)(value1, value2);
}
}
#endif
__kernel void merge_vector_C3_D0_1(int rows, int cols,
__global uchar *mat_dst,  int dst_step,
__global uchar *mat_src0, int src0_step,
__global uchar *mat_src1, int src1_step,
__global uchar *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global uchar4  *src0_y = (__global uchar4 * )(mat_src0 + y * src0_step);
__global uchar4  *src1_y = (__global uchar4 * )(mat_src1 + y * src1_step);
__global uchar4  *src2_y = (__global uchar4 * )(mat_src2 + y * src0_step);
__global uchar4 *dst_y  = (__global uchar4 *)(mat_dst  + y * dst_step);
uchar4 value0 = src0_y[x];
uchar4 value1 = src1_y[x];
uchar4 value2 = src2_y[x];
dst_y[3 * x + 0] = (uchar4)(value0.s0, value1.s0, value2.s0,
value0.s1);
dst_y[3 * x + 1] = (uchar4)(value1.s1, value2.s1,
value0.s2, value1.s2);
dst_y[3 * x + 2] = (uchar4)(value2.s2,
value0.s3, value1.s3, value2.s3);
}
}
__kernel void merge_vector_C3_D1_1(int rows, int cols,
__global char *mat_dst,  int dst_step,
__global char *mat_src0, int src0_step,
__global char *mat_src1, int src1_step,
__global char *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global char4  *src0_y = (__global char4 * )(mat_src0 + y * src0_step);
__global char4  *src1_y = (__global char4 * )(mat_src1 + y * src1_step);
__global char4  *src2_y = (__global char4 * )(mat_src2 + y * src0_step);
__global char4 *dst_y  = (__global char4 *)(mat_dst  + y * dst_step);
char4 value0 = src0_y[x];
char4 value1 = src1_y[x];
char4 value2 = src2_y[x];
dst_y[3 * x + 0] = (char4)(value0.s0, value1.s0, value2.s0,
value0.s1);
dst_y[3 * x + 1] = (char4)(value1.s1, value2.s1,
value0.s2, value1.s2);
dst_y[3 * x + 2] = (char4)(value2.s2,
value0.s3, value1.s3, value2.s3);
}
}
__kernel void merge_vector_C3_D2_1(int rows, int cols,
__global ushort *mat_dst,  int dst_step,
__global ushort *mat_src0, int src0_step,
__global ushort *mat_src1, int src1_step,
__global ushort *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global ushort2  *src0_y = (__global ushort2 * )((__global char *)mat_src0 + y * src0_step);
__global ushort2  *src1_y = (__global ushort2 * )((__global char *)mat_src1 + y * src1_step);
__global ushort2  *src2_y = (__global ushort2 * )((__global char *)mat_src2 + y * src0_step);
__global ushort2 *dst_y  = (__global ushort2 *)((__global char *)mat_dst  + y * dst_step);
ushort2 value0 = src0_y[x];
ushort2 value1 = src1_y[x];
ushort2 value2 = src2_y[x];
dst_y[3 * x + 0] = (ushort2)(value0.x, value1.x);
dst_y[3 * x + 1] = (ushort2)(value2.x, value0.y);
dst_y[3 * x + 2] = (ushort2)(value1.y, value2.y);
}
}
__kernel void merge_vector_C3_D3_1(int rows, int cols,
__global short *mat_dst,  int dst_step,
__global short *mat_src0, int src0_step,
__global short *mat_src1, int src1_step,
__global short *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global short2  *src0_y = (__global short2 * )((__global char *)mat_src0 + y * src0_step);
__global short2  *src1_y = (__global short2 * )((__global char *)mat_src1 + y * src1_step);
__global short2  *src2_y = (__global short2 * )((__global char *)mat_src2 + y * src0_step);
__global short2 *dst_y  = (__global short2 *)((__global char *)mat_dst  + y * dst_step);
short2 value0 = src0_y[x];
short2 value1 = src1_y[x];
short2 value2 = src2_y[x];
dst_y[3 * x + 0] = (short2)(value0.x, value1.x);
dst_y[3 * x + 1] = (short2)(value2.x, value0.y);
dst_y[3 * x + 2] = (short2)(value1.y, value2.y);
}
}
__kernel void merge_vector_C3_D4_1(int rows, int cols,
__global int *mat_dst,  int dst_step,
__global int *mat_src0, int src0_step,
__global int *mat_src1, int src1_step,
__global int *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global int  *src0_y = (__global int * )((__global char *)mat_src0 + y * src0_step);
__global int  *src1_y = (__global int * )((__global char *)mat_src1 + y * src1_step);
__global int  *src2_y = (__global int * )((__global char *)mat_src2 + y * src0_step);
__global int *dst_y  = (__global int *)((__global char *)mat_dst  + y * dst_step);
int value0 = src0_y[x];
int value1 = src1_y[x];
int value2 = src2_y[x];
dst_y[3 * x + 0] = value0;
dst_y[3 * x + 1] = value1;
dst_y[3 * x + 2] = value2;
}
}
__kernel void merge_vector_C3_D5_1(int rows, int cols,
__global float *mat_dst,  int dst_step,
__global float *mat_src0, int src0_step,
__global float *mat_src1, int src1_step,
__global float *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global float  *src0_y = (__global float * )((__global char *)mat_src0 + y * src0_step);
__global float  *src1_y = (__global float * )((__global char *)mat_src1 + y * src1_step);
__global float  *src2_y = (__global float * )((__global char *)mat_src2 + y * src0_step);
__global float *dst_y  = (__global float *)((__global char *)mat_dst  + y * dst_step);
float value0 = src0_y[x];
float value1 = src1_y[x];
float value2 = src2_y[x];
dst_y[3 * x + 0] = value0;
dst_y[3 * x + 1] = value1;
dst_y[3 * x + 2] = value2;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C3_D6_1(int rows, int cols,
__global double *mat_dst,  int dst_step,
__global double *mat_src0, int src0_step,
__global double *mat_src1, int src1_step,
__global double *mat_src2, int src2_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global double  *src0_y = (__global double * )((__global char *)mat_src0 + y * src0_step);
__global double  *src1_y = (__global double * )((__global char *)mat_src1 + y * src1_step);
__global double  *src2_y = (__global double * )((__global char *)mat_src2 + y * src0_step);
__global double *dst_y  = (__global double *)((__global char *)mat_dst  + y * dst_step);
double value0 = src0_y[x];
double value1 = src1_y[x];
double value2 = src2_y[x];
dst_y[3 * x + 0] = value0;
dst_y[3 * x + 1] = value1;
dst_y[3 * x + 2] = value2;
}
}
#endif
__kernel void merge_vector_C4_D0_1(int rows, int cols,
__global uchar *mat_dst,  int dst_step,
__global uchar *mat_src0, int src0_step,
__global uchar *mat_src1, int src1_step,
__global uchar *mat_src2, int src2_step,
__global uchar *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global uchar4  *src0_y = (__global uchar4 * )(mat_src0 + y * src0_step);
__global uchar4  *src1_y = (__global uchar4 * )(mat_src1 + y * src1_step);
__global uchar4  *src2_y = (__global uchar4 * )(mat_src2 + y * src0_step);
__global uchar4  *src3_y = (__global uchar4 * )(mat_src3 + y * src1_step);
__global uchar16 *dst_y  = (__global uchar16 *)(mat_dst  + y * dst_step);
uchar4 value0 = src0_y[x];
uchar4 value1 = src1_y[x];
uchar4 value2 = src2_y[x];
uchar4 value3 = src3_y[x];
dst_y[x] = (uchar16)(value0.x, value1.x, value2.x, value3.x,
value0.y, value1.y, value2.y, value3.y,
value0.z, value1.z, value2.z, value3.z,
value0.w, value1.w, value2.w, value3.w);
}
}
__kernel void merge_vector_C4_D1_1(int rows, int cols,
__global char *mat_dst,  int dst_step,
__global char *mat_src0, int src0_step,
__global char *mat_src1, int src1_step,
__global char *mat_src2, int src2_step,
__global char *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global char4  *src0_y = (__global char4 * )(mat_src0 + y * src0_step);
__global char4  *src1_y = (__global char4 * )(mat_src1 + y * src1_step);
__global char4  *src2_y = (__global char4 * )(mat_src2 + y * src0_step);
__global char4  *src3_y = (__global char4 * )(mat_src3 + y * src1_step);
__global char16 *dst_y  = (__global char16 *)(mat_dst  + y * dst_step);
char4 value0 = src0_y[x];
char4 value1 = src1_y[x];
char4 value2 = src2_y[x];
char4 value3 = src3_y[x];
dst_y[x] = (char16)(value0.x, value1.x, value2.x, value3.x,
value0.y, value1.y, value2.y, value3.y,
value0.z, value1.z, value2.z, value3.z,
value0.w, value1.w, value2.w, value3.w);
}
}
__kernel void merge_vector_C4_D2_1(int rows, int cols,
__global ushort *mat_dst,  int dst_step,
__global ushort *mat_src0, int src0_step,
__global ushort *mat_src1, int src1_step,
__global ushort *mat_src2, int src2_step,
__global ushort *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global ushort2  *src0_y = (__global ushort2 * )((__global uchar*)mat_src0 + y * src0_step);
__global ushort2  *src1_y = (__global ushort2 * )((__global uchar*)mat_src1 + y * src1_step);
__global ushort2  *src2_y = (__global ushort2 * )((__global uchar*)mat_src2 + y * src0_step);
__global ushort2  *src3_y = (__global ushort2 * )((__global uchar*)mat_src3 + y * src1_step);
__global ushort8 *dst_y  = (__global ushort8 *)((__global uchar*)mat_dst  + y * dst_step);
ushort2 value0 = src0_y[x];
ushort2 value1 = src1_y[x];
ushort2 value2 = src2_y[x];
ushort2 value3 = src3_y[x];
dst_y[x] = (ushort8)(value0.x, value1.x, value2.x, value3.x,
value0.y, value1.y, value2.y, value3.y);
}
}
__kernel void merge_vector_C4_D3_1(int rows, int cols,
__global short *mat_dst,  int dst_step,
__global short *mat_src0, int src0_step,
__global short *mat_src1, int src1_step,
__global short *mat_src2, int src2_step,
__global short *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global short2  *src0_y = (__global short2 * )((__global uchar*)mat_src0 + y * src0_step);
__global short2  *src1_y = (__global short2 * )((__global uchar*)mat_src1 + y * src1_step);
__global short2  *src2_y = (__global short2 * )((__global uchar*)mat_src2 + y * src0_step);
__global short2  *src3_y = (__global short2 * )((__global uchar*)mat_src3 + y * src1_step);
__global short8 *dst_y  = (__global short8 *)((__global uchar*)mat_dst  + y * dst_step);
short2 value0 = src0_y[x];
short2 value1 = src1_y[x];
short2 value2 = src2_y[x];
short2 value3 = src3_y[x];
dst_y[x] = (short8)(value0.x, value1.x, value2.x, value3.x,
value0.y, value1.y, value2.y, value3.y);
}
}
__kernel void merge_vector_C4_D4_1(int rows, int cols,
__global int *mat_dst,  int dst_step,
__global int *mat_src0, int src0_step,
__global int *mat_src1, int src1_step,
__global int *mat_src2, int src2_step,
__global int *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global int *src0_y = (__global int * )((__global uchar*)mat_src0 + y * src0_step);
__global int *src1_y = (__global int * )((__global uchar*)mat_src1 + y * src1_step);
__global int *src2_y = (__global int * )((__global uchar*)mat_src2 + y * src0_step);
__global int *src3_y = (__global int * )((__global uchar*)mat_src3 + y * src1_step);
__global int4 *dst_y  = (__global int4 *)((__global uchar*)mat_dst  + y * dst_step);
int value0 = src0_y[x];
int value1 = src1_y[x];
int value2 = src2_y[x];
int value3 = src3_y[x];
dst_y[x] = (int4)(value0, value1, value2, value3);
}
}
__kernel void merge_vector_C4_D5_1(int rows, int cols,
__global float *mat_dst,  int dst_step,
__global float *mat_src0, int src0_step,
__global float *mat_src1, int src1_step,
__global float *mat_src2, int src2_step,
__global float *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global float *src0_y = (__global float * )((__global uchar*)mat_src0 + y * src0_step);
__global float *src1_y = (__global float * )((__global uchar*)mat_src1 + y * src1_step);
__global float *src2_y = (__global float * )((__global uchar*)mat_src2 + y * src0_step);
__global float *src3_y = (__global float * )((__global uchar*)mat_src3 + y * src1_step);
__global float4 *dst_y  = (__global float4 *)((__global uchar*)mat_dst  + y * dst_step);
float value0 = src0_y[x];
float value1 = src1_y[x];
float value2 = src2_y[x];
float value3 = src3_y[x];
dst_y[x] = (float4)(value0, value1, value2, value3);
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void merge_vector_C4_D6_1(int rows, int cols,
__global double *mat_dst,  int dst_step,
__global double *mat_src0, int src0_step,
__global double *mat_src1, int src1_step,
__global double *mat_src2, int src2_step,
__global double *mat_src3, int src3_step)
{
int x = get_global_id(0);
int y = get_global_id(1);
if ((x < cols) && (y < rows))
{
__global double *src0_y = (__global double * )((__global uchar*)mat_src0 + y * src0_step);
__global double *src1_y = (__global double * )((__global uchar*)mat_src1 + y * src1_step);
__global double *src2_y = (__global double * )((__global uchar*)mat_src2 + y * src0_step);
__global double *src3_y = (__global double * )((__global uchar*)mat_src3 + y * src1_step);
__global double4 *dst_y  = (__global double4 *)((__global uchar*)mat_dst  + y * dst_step);
double value0 = src0_y[x];
double value1 = src1_y[x];
double value2 = src2_y[x];
double value3 = src3_y[x];
dst_y[x] = (double4)(value0, value1, value2, value3);
}
}
#endif
short2 do_mean_shift(int x0, int y0, __global uchar4* out,int out_step,
__global uchar4* in, int in_step, int dst_off, int src_off,
int cols, int rows, int sp, int sr, int maxIter, float eps)
{
int isr2 = sr*sr;
in_step = in_step >> 2;
out_step = out_step >> 2;
src_off = src_off >> 2;
dst_off = dst_off >> 2;
int idx = src_off + y0 * in_step + x0;
uchar4 c = in[idx];
int base = dst_off + get_global_id(1)*out_step + get_global_id(0) ;
for( int iter = 0; iter < maxIter; iter++ )
{
int count = 0;
int4 s = (int4)0;
int sx = 0, sy = 0;
int minx = (x0-sp)>0 ? x0-sp : 0;
int miny = (y0-sp)>0 ? y0-sp : 0;
int maxx = (x0+sp)>= 2;
outspstep >>= 2;
int basesp = outsp_off + y0 * outspstep + x0;
outsp[basesp] = do_mean_shift(x0, y0, outr, outrstep, in, instep, outr_off, in_off, cols, rows, sp, sr, maxIter, eps);
}
}
#pragma OPENCL EXTENSION cl_amd_printf : enable
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#define TYPE_IMAGE_SQSUM double
#else
#define TYPE_IMAGE_SQSUM float
#endif
#ifndef CN4
#define CN4 1
#else
#define CN4 4
#endif
#define SQSUMS_PTR(ox, oy) mad24(gidy + oy, img_sqsums_step, (gidx + img_sqsums_offset + ox) * CN4)
#define SUMS_PTR(ox, oy) mad24(gidy + oy, img_sums_step, gidx + img_sums_offset + ox)
float normAcc(float num, float denum)
{
if(fabs(num) < denum)
{
return num / denum;
}
if(fabs(num) < denum * 1.125f)
{
return num > 0 ? 1 : -1;
}
return 0;
}
float normAcc_SQDIFF(float num, float denum)
{
if(fabs(num) < denum)
{
return num / denum;
}
if(fabs(num) < denum * 1.125f)
{
return num > 0 ? 1 : -1;
}
return 1;
}
__kernel
void normalizeKernel_C1_D0
(
__global const float * img_sqsums,
__global float * res,
ulong tpl_sqsum,
int res_rows,
int res_cols,
int tpl_rows,
int tpl_cols,
int img_sqsums_offset,
int img_sqsums_step,
int res_offset,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
img_sqsums_step /= sizeof(*img_sqsums);
img_sqsums_offset /= sizeof(*img_sqsums);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float image_sqsum_ = (float)(
(img_sqsums[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums[SQSUMS_PTR(0, tpl_rows)] - img_sqsums[SQSUMS_PTR(0, 0)]));
res[res_idx] = normAcc(res[res_idx], sqrt(image_sqsum_ * tpl_sqsum));
}
}
__kernel
void matchTemplate_Prepared_SQDIFF_C1_D0
(
__global const TYPE_IMAGE_SQSUM * img_sqsums,
__global float * res,
ulong tpl_sqsum,
int res_rows,
int res_cols,
int tpl_rows,
int tpl_cols,
int img_sqsums_offset,
int img_sqsums_step,
int res_offset,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
img_sqsums_step /= sizeof(*img_sqsums);
img_sqsums_offset /= sizeof(*img_sqsums);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float image_sqsum_ = (float)(
(img_sqsums[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums[SQSUMS_PTR(0, tpl_rows)] - img_sqsums[SQSUMS_PTR(0, 0)]));
res[res_idx] = image_sqsum_ - 2.f * res[res_idx] + tpl_sqsum;
}
}
__kernel
void matchTemplate_Prepared_SQDIFF_NORMED_C1_D0
(
__global const float * img_sqsums,
__global float * res,
ulong tpl_sqsum,
int res_rows,
int res_cols,
int tpl_rows,
int tpl_cols,
int img_sqsums_offset,
int img_sqsums_step,
int res_offset,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
img_sqsums_step /= sizeof(*img_sqsums);
img_sqsums_offset /= sizeof(*img_sqsums);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float image_sqsum_ = (float)(
(img_sqsums[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums[SQSUMS_PTR(0, tpl_rows)] - img_sqsums[SQSUMS_PTR(0, 0)]));
res[res_idx] = normAcc_SQDIFF(image_sqsum_ - 2.f * res[res_idx] + tpl_sqsum,
sqrt(image_sqsum_ * tpl_sqsum));
}
}
__kernel
void matchTemplate_Naive_SQDIFF_C1_D0
(
__global const uchar * img,
__global const uchar * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
int delta;
int sum = 0;
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const uchar * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const uchar * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
delta = img_ptr[j] - tpl_ptr[j];
sum   = mad24(delta, delta, sum);
}
}
res[res_idx] = sum;
}
}
__kernel
void matchTemplate_Naive_SQDIFF_C1_D5
(
__global const float * img,
__global const float * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
float delta;
float sum = 0;
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const float * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const float * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
delta = img_ptr[j] - tpl_ptr[j];
sum   = mad(delta, delta, sum);
}
}
res[res_idx] = sum;
}
}
__kernel
void matchTemplate_Naive_SQDIFF_C4_D0
(
__global const uchar4 * img,
__global const uchar4 * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
int4 delta;
int4 sum = (int4)(0, 0, 0, 0);
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const uchar4 * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const uchar4 * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
delta.x = img_ptr[j].x - tpl_ptr[j].x;
delta.y = img_ptr[j].y - tpl_ptr[j].y;
delta.z = img_ptr[j].z - tpl_ptr[j].z;
delta.w = img_ptr[j].w - tpl_ptr[j].w;
sum   = mad24(delta, delta, sum);
}
}
res[res_idx] = sum.x + sum.y + sum.z + sum.w;
}
}
__kernel
void matchTemplate_Naive_SQDIFF_C4_D5
(
__global const float4 * img,
__global const float4 * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
float4 delta;
float4 sum = (float4)(0, 0, 0, 0);
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const float4 * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const float4 * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
delta.x = img_ptr[j].x - tpl_ptr[j].x;
delta.y = img_ptr[j].y - tpl_ptr[j].y;
delta.z = img_ptr[j].z - tpl_ptr[j].z;
delta.w = img_ptr[j].w - tpl_ptr[j].w;
sum   = mad(delta, delta, sum);
}
}
res[res_idx] = sum.x + sum.y + sum.z + sum.w;
}
}
__kernel
void matchTemplate_Naive_CCORR_C1_D0
(
__global const uchar * img,
__global const uchar * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
int sum = 0;
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const uchar * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const uchar * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
sum = mad24(convert_int(img_ptr[j]), convert_int(tpl_ptr[j]), sum);
}
}
res[res_idx] = (float)sum;
}
}
__kernel
void matchTemplate_Naive_CCORR_C1_D5
(
__global const float * img,
__global const float * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
float sum = 0;
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const float * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const float * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
sum = mad(img_ptr[j], tpl_ptr[j], sum);
}
}
res[res_idx] = sum;
}
}
__kernel
void matchTemplate_Naive_CCORR_C4_D0
(
__global const uchar4 * img,
__global const uchar4 * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
int4 sum = (int4)(0, 0, 0, 0);
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const uchar4 * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const uchar4 * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
sum   = mad24(convert_int4(img_ptr[j]), convert_int4(tpl_ptr[j]), sum);
}
}
res[res_idx] = (float)(sum.x + sum.y + sum.z + sum.w);
}
}
__kernel
void matchTemplate_Naive_CCORR_C4_D5
(
__global const float4 * img,
__global const float4 * tpl,
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int img_offset,
int tpl_offset,
int res_offset,
int img_step,
int tpl_step,
int res_step
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int i,j;
float4 sum = (float4)(0, 0, 0, 0);
img_step   /= sizeof(*img);
img_offset /= sizeof(*img);
tpl_step   /= sizeof(*tpl);
tpl_offset /= sizeof(*tpl);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
for(i = 0; i < tpl_rows; i ++)
{
__global const float4 * img_ptr = img + mad24(gidy + i, img_step, gidx + img_offset);
__global const float4 * tpl_ptr = tpl + mad24(i, tpl_step, tpl_offset);
for(j = 0; j < tpl_cols; j ++)
{
sum = mad(convert_float4(img_ptr[j]), convert_float4(tpl_ptr[j]), sum);
}
}
res[res_idx] = sum.x + sum.y + sum.z + sum.w;
}
}
__kernel
void matchTemplate_Prepared_CCOFF_C1_D0
(
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int res_offset,
int res_step,
__global const uint * img_sums,
int img_sums_offset,
int img_sums_step,
float tpl_sum
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
img_sums_offset   /= sizeof(*img_sums);
img_sums_step     /= sizeof(*img_sums);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float sum = (float)((img_sums[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums[SUMS_PTR(tpl_cols, 0)])
-(img_sums[SUMS_PTR(0, tpl_rows)] - img_sums[SUMS_PTR(0, 0)]));
res[res_idx] -= sum * tpl_sum;
}
}
__kernel
void matchTemplate_Prepared_CCOFF_C4_D0
(
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int res_offset,
int res_step,
__global const uint * img_sums_c0,
__global const uint * img_sums_c1,
__global const uint * img_sums_c2,
__global const uint * img_sums_c3,
int img_sums_offset,
int img_sums_step,
float tpl_sum_c0,
float tpl_sum_c1,
float tpl_sum_c2,
float tpl_sum_c3
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
img_sums_offset   /= sizeof(*img_sums_c0);
img_sums_step     /= sizeof(*img_sums_c0);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float ccorr = res[res_idx];
ccorr -= tpl_sum_c0*(float)(
(img_sums_c0[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c0[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c0[SUMS_PTR(0, tpl_rows)] - img_sums_c0[SUMS_PTR(0, 0)]));
ccorr -= tpl_sum_c1*(float)(
(img_sums_c1[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c1[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c1[SUMS_PTR(0, tpl_rows)] - img_sums_c1[SUMS_PTR(0, 0)]));
ccorr -= tpl_sum_c2*(float)(
(img_sums_c2[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c2[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c2[SUMS_PTR(0, tpl_rows)] - img_sums_c2[SUMS_PTR(0, 0)]));
ccorr -= tpl_sum_c3*(float)(
(img_sums_c3[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c3[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c3[SUMS_PTR(0, tpl_rows)] - img_sums_c3[SUMS_PTR(0, 0)]));
res[res_idx] = ccorr;
}
}
__kernel
void matchTemplate_Prepared_CCOFF_NORMED_C1_D0
(
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int res_offset,
int res_step,
float weight,
__global const uint * img_sums,
int img_sums_offset,
int img_sums_step,
__global const float * img_sqsums,
int img_sqsums_offset,
int img_sqsums_step,
float tpl_sum,
float tpl_sqsum
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
img_sqsums_step   /= sizeof(*img_sqsums);
img_sqsums_offset /= sizeof(*img_sqsums);
img_sums_offset   /= sizeof(*img_sums);
img_sums_step     /= sizeof(*img_sums);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float image_sum_ =  (float)(
(img_sums[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums[SUMS_PTR(tpl_cols, 0)])
- (img_sums[SUMS_PTR(0, tpl_rows)] - img_sums[SUMS_PTR(0, 0)]));
float image_sqsum_ = (float)(
(img_sqsums[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums[SQSUMS_PTR(0, tpl_rows)] - img_sqsums[SQSUMS_PTR(0, 0)]));
res[res_idx] = normAcc(res[res_idx] - image_sum_ * tpl_sum,
sqrt(tpl_sqsum * (image_sqsum_ - weight * image_sum_ * image_sum_)));
}
}
__kernel
void matchTemplate_Prepared_CCOFF_NORMED_C4_D0
(
__global float * res,
int img_rows,
int img_cols,
int tpl_rows,
int tpl_cols,
int res_rows,
int res_cols,
int res_offset,
int res_step,
float weight,
__global const uint * img_sums_c0,
__global const uint * img_sums_c1,
__global const uint * img_sums_c2,
__global const uint * img_sums_c3,
int img_sums_offset,
int img_sums_step,
__global const float * img_sqsums_c0,
__global const float * img_sqsums_c1,
__global const float * img_sqsums_c2,
__global const float * img_sqsums_c3,
int img_sqsums_offset,
int img_sqsums_step,
float tpl_sum_c0,
float tpl_sum_c1,
float tpl_sum_c2,
float tpl_sum_c3,
float tpl_sqsum
)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
img_sqsums_step   /= sizeof(*img_sqsums_c0);
img_sqsums_offset /= sizeof(*img_sqsums_c0);
img_sums_offset   /= sizeof(*img_sums_c0);
img_sums_step     /= sizeof(*img_sums_c0);
res_step   /= sizeof(*res);
res_offset /= sizeof(*res);
int res_idx = mad24(gidy, res_step, res_offset + gidx);
if(gidx < res_cols && gidy < res_rows)
{
float image_sum_c0 =  (float)(
(img_sums_c0[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c0[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c0[SUMS_PTR(0, tpl_rows)] - img_sums_c0[SUMS_PTR(0, 0)]));
float image_sum_c1 =  (float)(
(img_sums_c1[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c1[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c1[SUMS_PTR(0, tpl_rows)] - img_sums_c1[SUMS_PTR(0, 0)]));
float image_sum_c2 =  (float)(
(img_sums_c2[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c2[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c2[SUMS_PTR(0, tpl_rows)] - img_sums_c2[SUMS_PTR(0, 0)]));
float image_sum_c3 =  (float)(
(img_sums_c3[SUMS_PTR(tpl_cols, tpl_rows)] - img_sums_c3[SUMS_PTR(tpl_cols, 0)])
- (img_sums_c3[SUMS_PTR(0, tpl_rows)] - img_sums_c3[SUMS_PTR(0, 0)]));
float image_sqsum_c0 = (float)(
(img_sqsums_c0[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums_c0[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums_c0[SQSUMS_PTR(0, tpl_rows)] - img_sqsums_c0[SQSUMS_PTR(0, 0)]));
float image_sqsum_c1 = (float)(
(img_sqsums_c1[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums_c1[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums_c1[SQSUMS_PTR(0, tpl_rows)] - img_sqsums_c1[SQSUMS_PTR(0, 0)]));
float image_sqsum_c2 = (float)(
(img_sqsums_c2[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums_c2[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums_c2[SQSUMS_PTR(0, tpl_rows)] - img_sqsums_c2[SQSUMS_PTR(0, 0)]));
float image_sqsum_c3 = (float)(
(img_sqsums_c3[SQSUMS_PTR(tpl_cols, tpl_rows)] - img_sqsums_c3[SQSUMS_PTR(tpl_cols, 0)]) -
(img_sqsums_c3[SQSUMS_PTR(0, tpl_rows)] - img_sqsums_c3[SQSUMS_PTR(0, 0)]));
float num = res[res_idx] -
image_sum_c0 * tpl_sum_c0 -
image_sum_c1 * tpl_sum_c1 -
image_sum_c2 * tpl_sum_c2 -
image_sum_c3 * tpl_sum_c3;
float denum = sqrt( tpl_sqsum * (
image_sqsum_c0 - weight * image_sum_c0 * image_sum_c0 +
image_sqsum_c1 - weight * image_sum_c1 * image_sum_c1 +
image_sqsum_c2 - weight * image_sum_c2 * image_sum_c2 +
image_sqsum_c3 - weight * image_sum_c0 * image_sum_c3)
);
res[res_idx] = normAcc(num, denum);
}
}
__kernel
void extractFirstChannel
(
const __global float4* img,
__global float* res,
int rows,
int cols,
int img_offset,
int res_offset,
int img_step,
int res_step
)
{
img_step   /= sizeof(float4);
res_step   /= sizeof(float);
img_offset /= sizeof(float4);
res_offset /= sizeof(float);
img += img_offset;
res += res_offset;
int gidx = get_global_id(0);
int gidy = get_global_id(1);
if(gidx < cols && gidy < rows)
{
res[gidx + gidy * res_step] = img[gidx + gidy * img_step].x;
}
}
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics : enable
#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable
__constant sampler_t sampler = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP_TO_EDGE | CLK_FILTER_LINEAR;
inline void atomic_addf(volatile __global float *source, const float operand) {
union {
unsigned int intVal;
float floatVal;
} newVal;
union {
unsigned int intVal;
float floatVal;
} prevVal;
do {
prevVal.floatVal = *source;
newVal.floatVal = prevVal.floatVal + operand;
} while (atomic_cmpxchg((volatile __global unsigned int *)source, prevVal.intVal, newVal.intVal) != prevVal.intVal);
}
__kernel void memsetKernel(
float val,
__global float * image,
int width,
int height,
int step,
int offset
)
{
if(get_global_id(0) >= width || get_global_id(1) >= height)
{
return;
}
image += offset;
image[get_global_id(0) + get_global_id(1) * step] = val;
}
__kernel void normalizeKernel(
__global float * buffer,
int width,
int height,
int step,
int f_offset,
int d_offset
)
{
__global float * factors = buffer + f_offset;
__global float * dst     = buffer + d_offset;
int j = get_global_id(0);
int i = get_global_id(1);
if(j >= width || i >= height)
{
return;
}
float scale = factors[step * i + j];
float invScale = (scale == 0.0f) ? 1.0f : (1.0f / scale);
dst[step * i + j] *= invScale;
}
__kernel void forwardWarpKernel(
__global const float * src,
__global float * buffer,
__global const float * u,
__global const float * v,
const int w,
const int h,
const int flow_stride,
const int image_stride,
const int factor_offset,
const int dst_offset,
const float time_scale
)
{
int j = get_global_id(0);
int i = get_global_id(1);
if (i >= h || j >= w) return;
volatile __global float * normalization_factor = (volatile __global float *) buffer + factor_offset;
volatile __global float * dst = (volatile __global float *)buffer + dst_offset;
int flow_row_offset  = i * flow_stride;
int image_row_offset = i * image_stride;
float cx = u[flow_row_offset + j] * time_scale + (float)j + 1.0f;
float cy = v[flow_row_offset + j] * time_scale + (float)i + 1.0f;
float px;
float py;
float dx = modf(cx, &px);
float dy = modf(cy, &py);
int tx;
int ty;
tx = (int) px;
ty = (int) py;
float value = src[image_row_offset + j];
float weight;
if (!((tx >= w) || (tx < 0) || (ty >= h) || (ty < 0)))
{
weight = dx * dy;
atomic_addf(dst + ty * image_stride + tx, value * weight);
atomic_addf(normalization_factor + ty * image_stride + tx, weight);
}
tx -= 1;
if (!((tx >= w) || (tx < 0) || (ty >= h) || (ty < 0)))
{
weight = (1.0f - dx) * dy;
atomic_addf(dst + ty * image_stride + tx, value * weight);
atomic_addf(normalization_factor + ty * image_stride + tx, weight);
}
ty -= 1;
if (!((tx >= w) || (tx < 0) || (ty >= h) || (ty < 0)))
{
weight = (1.0f - dx) * (1.0f - dy);
atomic_addf(dst + ty * image_stride + tx, value * weight);
atomic_addf(normalization_factor + ty * image_stride + tx, weight);
}
tx += 1;
if (!((tx >= w) || (tx < 0) || (ty >= h) || (ty < 0)))
{
weight = dx * (1.0f - dy);
atomic_addf(dst + ty * image_stride + tx, value * weight);
atomic_addf(normalization_factor + ty * image_stride + tx, weight);
}
}
enum
{
O0_OS = 0,
O1_OS,
U_OS,
V_OS,
UR_OS,
VR_OS
};
__kernel void blendFramesKernel(
image2d_t tex_src0,
image2d_t tex_src1,
__global float * buffer,
__global float * out,
int w,
int h,
int step,
float theta
)
{
__global float * u  = buffer + h * step * U_OS;
__global float * v  = buffer + h * step * V_OS;
__global float * ur = buffer + h * step * UR_OS;
__global float * vr = buffer + h * step * VR_OS;
__global float * o0 = buffer + h * step * O0_OS;
__global float * o1 = buffer + h * step * O1_OS;
int ix = get_global_id(0);
int iy = get_global_id(1);
if(ix >= w || iy >= h) return;
int pos = ix + step * iy;
float _u  = u[pos];
float _v  = v[pos];
float _ur = ur[pos];
float _vr = vr[pos];
float x = (float)ix + 0.5f;
float y = (float)iy + 0.5f;
bool b0 = o0[pos] > 1e-4f;
bool b1 = o1[pos] > 1e-4f;
float2 coord0 = (float2)(x - _u * theta, y - _v * theta);
float2 coord1 = (float2)(x + _u * (1.0f - theta), y + _v * (1.0f - theta));
if (b0 && b1)
{
out[pos] = read_imagef(tex_src0, sampler, coord0).x * (1.0f - theta) +
read_imagef(tex_src1, sampler, coord1).x * theta;
}
else if (b0)
{
out[pos] = read_imagef(tex_src0, sampler, coord0).x;
}
else
{
out[pos] = read_imagef(tex_src1, sampler, coord1).x;
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
typedef double F;
typedef double4 F4;
#define convert_F4 convert_double4
#else
typedef float F;
typedef float4 F4;
#define convert_F4 convert_float4
#endif
#define INTER_BITS 5
#define INTER_TAB_SIZE (1 << INTER_BITS)
#define INTER_SCALE 1.f/INTER_TAB_SIZE
#define AB_BITS max(10, (int)INTER_BITS)
#define AB_SCALE (1 << AB_BITS)
#define INTER_REMAP_COEF_BITS 15
#define INTER_REMAP_COEF_SCALE (1 << INTER_REMAP_COEF_BITS)
inline void interpolateCubic( float x, float* coeffs )
{
const float A = -0.75f;
coeffs[0] = ((A*(x + 1.f) - 5.0f*A)*(x + 1.f) + 8.0f*A)*(x + 1.f) - 4.0f*A;
coeffs[1] = ((A + 2.f)*x - (A + 3.f))*x*x + 1.f;
coeffs[2] = ((A + 2.f)*(1.f - x) - (A + 3.f))*(1.f - x)*(1.f - x) + 1.f;
coeffs[3] = 1.f - coeffs[0] - coeffs[1] - coeffs[2];
}
__kernel void warpPerspectiveNN_C1_D0(__global uchar const * restrict src, __global uchar * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
dx = (dx<<2) - (dst_offset&3);
F4 DX = (F4)(dx, dx+1, dx+2, dx+3);
F4 X0 = M[0]*DX + M[1]*dy + M[2];
F4 Y0 = M[3]*DX + M[4]*dy + M[5];
F4 W = M[6]*DX + M[7]*dy + M[8],one=1,zero=0;
W = (W!=zero) ? one/W : zero;
short4 X = convert_short4(rint(X0*W));
short4 Y = convert_short4(rint(Y0*W));
int4 sx = convert_int4(X);
int4 sy = convert_int4(Y);
int4 DXD = (int4)(dx, dx+1, dx+2, dx+3);
__global uchar4 * d = (__global uchar4 *)(dst+dst_offset+dy*dstStep+dx);
uchar4 dval = *d;
int4 dcon = DXD >= 0 && DXD < dst_cols && dy >= 0 && dy < dst_rows;
int4 scon = sx >= 0 && sx < src_cols && sy >= 0 && sy < src_rows;
int4 spos = src_offset + sy * srcStep + sx;
uchar4 sval;
sval.s0 = scon.s0 ? src[spos.s0] : 0;
sval.s1 = scon.s1 ? src[spos.s1] : 0;
sval.s2 = scon.s2 ? src[spos.s2] : 0;
sval.s3 = scon.s3 ? src[spos.s3] : 0;
dval = convert_uchar4(dcon) != (uchar4)(0,0,0,0) ? sval : dval;  
*d = dval;
}
}
__kernel void warpPerspectiveLinear_C1_D0(__global const uchar * restrict src, __global uchar * dst,
int src_cols, int src_rows, int dst_cols, int dst_rows, int srcStep,
int dstStep, int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
int sx = (short)(X >> INTER_BITS);
int sy = (short)(Y >> INTER_BITS);
int ay = (short)(Y & (INTER_TAB_SIZE-1));
int ax = (short)(X & (INTER_TAB_SIZE-1));
uchar v[4];
int i;
#pragma unroll 4
for(i=0; i<4;  i++)
v[i] = (sx+(i&1) >= 0 && sx+(i&1) < src_cols && sy+(i>>1) >= 0 && sy+(i>>1) < src_rows) ? src[src_offset + (sy+(i>>1)) * srcStep + (sx+(i&1))] : (uchar)0;
short itab[4];
float tab1y[2], tab1x[2];
tab1y[0] = 1.0 - 1.f/INTER_TAB_SIZE*ay;
tab1y[1] = 1.f/INTER_TAB_SIZE*ay;
tab1x[0] = 1.0 - 1.f/INTER_TAB_SIZE*ax;
tab1x[1] = 1.f/INTER_TAB_SIZE*ax;
#pragma unroll 4
for(i=0; i<4;  i++)
{
float v = tab1y[(i>>1)] * tab1x[(i&1)];
itab[i] = convert_short_sat(rint( v * INTER_REMAP_COEF_SCALE ));
}
if(dx >=0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
int sum = 0;
for ( i =0; i<4; i++ )
{
sum += v[i] * itab[i] ;
}
dst[dst_offset+dy*dstStep+dx] = convert_uchar_sat ( (sum + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
}
__kernel void warpPerspectiveCubic_C1_D0(__global uchar * src, __global uchar * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS) - 1;
short sy = (short)(Y >> INTER_BITS) - 1;
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
uchar v[16];
int i, j;
#pragma unroll 4
for(i=0; i<4;  i++)
for(j=0; j<4;  j++)
{
v[i*4+j] = (sx+j >= 0 && sx+j < src_cols && sy+i >= 0 && sy+i < src_rows) ? src[src_offset+(sy+i) * srcStep + (sx+j)] : (uchar)0;
}
short itab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
int isum = 0;
#pragma unroll 16
for( i=0; i<16; i++ )
{
F v = tab1y[(i>>2)] * tab1x[(i&3)];
isum += itab[i] = convert_short_sat( rint( v * INTER_REMAP_COEF_SCALE ) );
}
if( isum != INTER_REMAP_COEF_SCALE )
{
int k1, k2;
int diff = isum - INTER_REMAP_COEF_SCALE;
int Mk1=2, Mk2=2, mk1=2, mk2=2;
for( k1 = 2; k1 < 4; k1++ )
for( k2 = 2; k2 < 4; k2++ )
{
if( itab[(k1<<2)+k2] < itab[(mk1<<2)+mk2] )
mk1 = k1, mk2 = k2;
else if( itab[(k1<<2)+k2] > itab[(Mk1<<2)+Mk2] )
Mk1 = k1, Mk2 = k2;
}
diff<0 ? (itab[(Mk1<<2)+Mk2]=(short)(itab[(Mk1<<2)+Mk2]-diff)) : (itab[(mk1<<2)+mk2]=(short)(itab[(mk1<<2)+mk2]-diff));
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
int sum=0;
for ( i =0; i<16; i++ )
{
sum += v[i] * itab[i] ;
}
dst[dst_offset+dy*dstStep+dx] = convert_uchar_sat( (sum + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
}
__kernel void warpPerspectiveNN_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst,
int src_cols, int src_rows, int dst_cols, int dst_rows, int srcStep,
int dstStep, int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? 1./W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)X;
short sy = (short)Y;
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*(dstStep>>2)+dx]= (sx>=0 && sx=0 && sy>2)+sy*(srcStep>>2)+sx] : (uchar4)0;
}
}
__kernel void warpPerspectiveLinear_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst,
int src_cols, int src_rows, int dst_cols, int dst_rows, int srcStep,
int dstStep, int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
src_offset = (src_offset>>2);
srcStep = (srcStep>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS);
short sy = (short)(Y >> INTER_BITS);
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
int4 v0, v1, v2, v3;
v0 = (sx >= 0 && sx < src_cols && sy >= 0 && sy < src_rows) ? convert_int4(src[src_offset+sy * srcStep + sx]) : (int4)0;
v1 = (sx+1 >= 0 && sx+1 < src_cols && sy >= 0 && sy < src_rows) ? convert_int4(src[src_offset+sy * srcStep + sx+1]) : (int4)0;
v2 = (sx >= 0 && sx < src_cols && sy+1 >= 0 && sy+1 < src_rows) ? convert_int4(src[src_offset+(sy+1) * srcStep + sx]) : (int4)0;
v3 = (sx+1 >= 0 && sx+1 < src_cols && sy+1 >= 0 && sy+1 < src_rows) ? convert_int4(src[src_offset+(sy+1) * srcStep + sx+1]) : (int4)0;
int itab0, itab1, itab2, itab3;
float taby, tabx;
taby = 1.f/INTER_TAB_SIZE*ay;
tabx = 1.f/INTER_TAB_SIZE*ax;
itab0 = convert_short_sat(rint( (1.0f-taby)*(1.0f-tabx) * INTER_REMAP_COEF_SCALE ));
itab1 = convert_short_sat(rint( (1.0f-taby)*tabx * INTER_REMAP_COEF_SCALE ));
itab2 = convert_short_sat(rint( taby*(1.0f-tabx) * INTER_REMAP_COEF_SCALE ));
itab3 = convert_short_sat(rint( taby*tabx * INTER_REMAP_COEF_SCALE ));
int4 val;
val = v0 * itab0 +  v1 * itab1 + v2 * itab2 + v3 * itab3;
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*(dstStep>>2)+dx] =  convert_uchar4_sat ( (val + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
__kernel void warpPerspectiveCubic_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst,
int src_cols, int src_rows, int dst_cols, int dst_rows, int srcStep,
int dstStep, int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
src_offset = (src_offset>>2);
srcStep = (srcStep>>2);
dst_offset = (dst_offset>>2);
dstStep = (dstStep>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS) - 1;
short sy = (short)(Y >> INTER_BITS) - 1;
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
uchar4 v[16];
int i,j;
#pragma unroll 4
for(i=0; i<4; i++)
for(j=0; j<4; j++)
{
v[i*4+j] = (sx+j >= 0 && sx+j < src_cols && sy+i >= 0 && sy+i < src_rows) ? (src[src_offset+(sy+i) * srcStep + (sx+j)])  : (uchar4)0;
}
int itab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = INTER_SCALE * ay;
axx = INTER_SCALE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
int isum = 0;
#pragma unroll 16
for( i=0; i<16; i++ )
{
float tmp;
tmp = tab1y[(i>>2)] * tab1x[(i&3)] * INTER_REMAP_COEF_SCALE;
itab[i] = rint(tmp);
isum += itab[i];
}
if( isum != INTER_REMAP_COEF_SCALE )
{
int k1, k2;
int diff = isum - INTER_REMAP_COEF_SCALE;
int Mk1=2, Mk2=2, mk1=2, mk2=2;
for( k1 = 2; k1 < 4; k1++ )
for( k2 = 2; k2 < 4; k2++ )
{
if( itab[(k1<<2)+k2] < itab[(mk1<<2)+mk2] )
mk1 = k1, mk2 = k2;
else if( itab[(k1<<2)+k2] > itab[(Mk1<<2)+Mk2] )
Mk1 = k1, Mk2 = k2;
}
diff<0 ? (itab[(Mk1<<2)+Mk2]=(short)(itab[(Mk1<<2)+Mk2]-diff)) : (itab[(mk1<<2)+mk2]=(short)(itab[(mk1<<2)+mk2]-diff));
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
int4 sum=0;
for ( i =0; i<16; i++ )
{
sum += convert_int4(v[i]) * itab[i];
}
dst[dst_offset+dy*dstStep+dx] = convert_uchar4_sat( (sum + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
}
__kernel void warpPerspectiveNN_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? 1./W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)X;
short sy = (short)Y;
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*dstStep+dx]= (sx>=0 && sx=0 && sy>2)+sy*srcStep+sx] : 0;
}
}
__kernel void warpPerspectiveLinear_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
src_offset = (src_offset>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS);
short sy = (short)(Y >> INTER_BITS);
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
float v0, v1, v2, v3;
v0 = (sx >= 0 && sx < src_cols && sy >= 0 && sy < src_rows) ? src[src_offset+sy * srcStep + sx] : (float)0;
v1 = (sx+1 >= 0 && sx+1 < src_cols && sy >= 0 && sy < src_rows) ? src[src_offset+sy * srcStep + sx+1] : (float)0;
v2 = (sx >= 0 && sx < src_cols && sy+1 >= 0 && sy+1 < src_rows) ? src[src_offset+(sy+1) * srcStep + sx] : (float)0;
v3 = (sx+1 >= 0 && sx+1 < src_cols && sy+1 >= 0 && sy+1 < src_rows) ? src[src_offset+(sy+1) * srcStep + sx+1] : (float)0;
float tab[4];
float taby[2], tabx[2];
taby[0] = 1.0 - 1.f/INTER_TAB_SIZE*ay;
taby[1] = 1.f/INTER_TAB_SIZE*ay;
tabx[0] = 1.0 - 1.f/INTER_TAB_SIZE*ax;
tabx[1] = 1.f/INTER_TAB_SIZE*ax;
tab[0] = taby[0] * tabx[0];
tab[1] = taby[0] * tabx[1];
tab[2] = taby[1] * tabx[0];
tab[3] = taby[1] * tabx[1];
float sum = 0;
sum += v0 * tab[0] +  v1 * tab[1] +  v2 * tab[2] +  v3 * tab[3];
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*dstStep+dx] = sum;
}
}
__kernel void warpPerspectiveCubic_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
src_offset = (src_offset>>2);
dst_offset = (dst_offset>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS) - 1;
short sy = (short)(Y >> INTER_BITS) - 1;
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
float v[16];
int i;
for(i=0; i<16;  i++)
v[i] = (sx+(i&3) >= 0 && sx+(i&3) < src_cols && sy+(i>>2) >= 0 && sy+(i>>2) < src_rows) ? src[src_offset+(sy+(i>>2)) * srcStep + (sx+(i&3))] : (float)0;
float tab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
#pragma unroll 4
for( i=0; i<16; i++ )
{
tab[i] = tab1y[(i>>2)] * tab1x[(i&3)];
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
float sum = 0;
#pragma unroll 4
for ( i =0; i<16; i++ )
{
sum += v[i] * tab[i];
}
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
}
__kernel void warpPerspectiveNN_C4_D5(__global float4 * src, __global float4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W =(W != 0.0)? 1./W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)X;
short sy = (short)Y;
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>4)+dy*(dstStep>>2)+dx]= (sx>=0 && sx=0 && sy>4)+sy*(srcStep>>2)+sx] : (float)0;
}
}
__kernel void warpPerspectiveLinear_C4_D5(__global float4 * src, __global float4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
src_offset = (src_offset>>4);
dst_offset = (dst_offset>>4);
srcStep = (srcStep>>2);
dstStep = (dstStep>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx0 = (short)(X >> INTER_BITS);
short sy0 = (short)(Y >> INTER_BITS);
short ay0 = (short)(Y & (INTER_TAB_SIZE-1));
short ax0 = (short)(X & (INTER_TAB_SIZE-1));
float4 v0, v1, v2, v3;
v0 = (sx0 >= 0 && sx0 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0] : (float4)0;
v1 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0+1] : (float4)0;
v2 = (sx0 >= 0 && sx0 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0] : (float4)0;
v3 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0+1] : (float4)0;
float tab[4];
float taby[2], tabx[2];
taby[0] = 1.0 - 1.f/INTER_TAB_SIZE*ay0;
taby[1] = 1.f/INTER_TAB_SIZE*ay0;
tabx[0] = 1.0 - 1.f/INTER_TAB_SIZE*ax0;
tabx[1] = 1.f/INTER_TAB_SIZE*ax0;
tab[0] = taby[0] * tabx[0];
tab[1] = taby[0] * tabx[1];
tab[2] = taby[1] * tabx[0];
tab[3] = taby[1] * tabx[1];
float4 sum = 0;
sum += v0 * tab[0] +  v1 * tab[1] +  v2 * tab[2] +  v3 * tab[3];
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
__kernel void warpPerspectiveCubic_C4_D5(__global float4 * src, __global float4 * dst,
int src_cols, int src_rows, int dst_cols, int dst_rows, int srcStep,
int dstStep, int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows )
{
src_offset = (src_offset>>4);
dst_offset = (dst_offset>>4);
srcStep = (srcStep>>2);
dstStep = (dstStep>>2);
F X0 = M[0]*dx + M[1]*dy + M[2];
F Y0 = M[3]*dx + M[4]*dy + M[5];
F W = M[6]*dx + M[7]*dy + M[8];
W = (W != 0.0) ? INTER_TAB_SIZE/W : 0.0;
int X = rint(X0*W);
int Y = rint(Y0*W);
short sx = (short)(X >> INTER_BITS)-1;
short sy = (short)(Y >> INTER_BITS)-1;
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
float4 v[16];
int i;
for(i=0; i<16;  i++)
v[i] = (sx+(i&3) >= 0 && sx+(i&3) < src_cols && sy+(i>>2) >= 0 && sy+(i>>2) < src_rows) ? src[src_offset+(sy+(i>>2)) * srcStep + (sx+(i&3))] : (float4)0;
float tab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
#pragma unroll 4
for( i=0; i<16; i++ )
{
tab[i] = tab1y[(i>>2)] * tab1x[(i&3)];
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
float4 sum = 0;
#pragma unroll 4
for ( i =0; i<16; i++ )
{
sum += v[i] * tab[i];
}
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
typedef double F;
typedef double4 F4;
#define convert_F4 convert_double4
#else
typedef float F;
typedef float4 F4;
#define convert_F4 convert_float4
#endif
#define INTER_BITS 5
#define INTER_TAB_SIZE (1 << INTER_BITS)
#define INTER_SCALE 1.f/INTER_TAB_SIZE
#define AB_BITS max(10, (int)INTER_BITS)
#define AB_SCALE (1 << AB_BITS)
#define INTER_REMAP_COEF_BITS 15
#define INTER_REMAP_COEF_SCALE (1 << INTER_REMAP_COEF_BITS)
inline void interpolateCubic( float x, float* coeffs )
{
const float A = -0.75f;
coeffs[0] = ((A*(x + 1.f) - 5.0f*A)*(x + 1.f) + 8.0f*A)*(x + 1.f) - 4.0f*A;
coeffs[1] = ((A + 2.f)*x - (A + 3.f))*x*x + 1.f;
coeffs[2] = ((A + 2.f)*(1.f - x) - (A + 3.f))*(1.f - x)*(1.f - x) + 1.f;
coeffs[3] = 1.f - coeffs[0] - coeffs[1] - coeffs[2];
}
__kernel void warpAffineNN_C1_D0(__global uchar const * restrict src, __global uchar * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
dx = (dx<<2) - (dst_offset&3);
int round_delta = (AB_SCALE>>1);
int4 X, Y;
int4 sx, sy;
int4 DX = (int4)(dx, dx+1, dx+2, dx+3);
DX = (DX << AB_BITS);
F4 M0DX, M3DX;
M0DX = M[0] * convert_F4(DX);
M3DX = M[3] * convert_F4(DX);
X = convert_int4(rint(M0DX));
Y = convert_int4(rint(M3DX));
int tmp1, tmp2;
tmp1 = rint((M[1]*dy + M[2]) * AB_SCALE);
tmp2 = rint((M[4]*dy + M[5]) * AB_SCALE);
X += tmp1 + round_delta;
Y += tmp2 + round_delta;
sx = convert_int4(convert_short4(X >> AB_BITS));
sy = convert_int4(convert_short4(Y >> AB_BITS));
__global uchar4 * d = (__global uchar4 *)(dst+dst_offset+dy*dstStep+dx);
uchar4 dval = *d;
DX = (int4)(dx, dx+1, dx+2, dx+3);
int4 dcon = DX >= 0 && DX < dst_cols && dy >= 0 && dy < dst_rows;
int4 scon = sx >= 0 && sx < src_cols && sy >= 0 && sy < src_rows;
int4 spos = src_offset + sy * srcStep + sx;
uchar4 sval;
sval.s0 = scon.s0 ? src[spos.s0] : 0;
sval.s1 = scon.s1 ? src[spos.s1] : 0;
sval.s2 = scon.s2 ? src[spos.s2] : 0;
sval.s3 = scon.s3 ? src[spos.s3] : 0;
dval = convert_uchar4(dcon) != (uchar4)(0,0,0,0) ? sval : dval;
*d = dval;
}
}
__kernel void warpAffineLinear_C1_D0(__global const uchar * restrict src, __global uchar * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
dx = (dx<<2) - (dst_offset&3);
int round_delta = ((AB_SCALE >> INTER_BITS) >> 1);
int4 X, Y;
short4  ax, ay;
int4 sx, sy;
int4 DX = (int4)(dx, dx+1, dx+2, dx+3);
DX = (DX << AB_BITS);
F4 M0DX, M3DX;
M0DX = M[0] * convert_F4(DX);
M3DX = M[3] * convert_F4(DX);
X = convert_int4(rint(M0DX));
Y = convert_int4(rint(M3DX));
int tmp1, tmp2;
tmp1 = rint((M[1]*dy + M[2]) * AB_SCALE);
tmp2 = rint((M[4]*dy + M[5]) * AB_SCALE);
X += tmp1 + round_delta;
Y += tmp2 + round_delta;
X = X >> (AB_BITS - INTER_BITS);
Y = Y >> (AB_BITS - INTER_BITS);
sx = convert_int4(convert_short4(X >> INTER_BITS));
sy = convert_int4(convert_short4(Y >> INTER_BITS));
ax = convert_short4(X & (INTER_TAB_SIZE-1));
ay = convert_short4(Y & (INTER_TAB_SIZE-1));
uchar4 v0, v1, v2,v3;
int4 scon0, scon1, scon2, scon3;
int4 spos0, spos1, spos2, spos3;
scon0 = (sx >= 0 && sx < src_cols && sy >= 0 && sy < src_rows);
scon1 = (sx+1 >= 0 && sx+1 < src_cols && sy >= 0 && sy < src_rows);
scon2 = (sx >= 0 && sx < src_cols && sy+1 >= 0 && sy+1 < src_rows);
scon3 = (sx+1 >= 0 && sx+1 < src_cols && sy+1 >= 0 && sy+1 < src_rows);
spos0 = src_offset + sy * srcStep + sx;
spos1 = src_offset + sy * srcStep + sx + 1;
spos2 = src_offset + (sy+1) * srcStep + sx;
spos3 = src_offset + (sy+1) * srcStep + sx + 1;
v0.s0 = scon0.s0 ? src[spos0.s0] : 0;
v1.s0 = scon1.s0 ? src[spos1.s0] : 0;
v2.s0 = scon2.s0 ? src[spos2.s0] : 0;
v3.s0 = scon3.s0 ? src[spos3.s0] : 0;
v0.s1 = scon0.s1 ? src[spos0.s1] : 0;
v1.s1 = scon1.s1 ? src[spos1.s1] : 0;
v2.s1 = scon2.s1 ? src[spos2.s1] : 0;
v3.s1 = scon3.s1 ? src[spos3.s1] : 0;
v0.s2 = scon0.s2 ? src[spos0.s2] : 0;
v1.s2 = scon1.s2 ? src[spos1.s2] : 0;
v2.s2 = scon2.s2 ? src[spos2.s2] : 0;
v3.s2 = scon3.s2 ? src[spos3.s2] : 0;
v0.s3 = scon0.s3 ? src[spos0.s3] : 0;
v1.s3 = scon1.s3 ? src[spos1.s3] : 0;
v2.s3 = scon2.s3 ? src[spos2.s3] : 0;
v3.s3 = scon3.s3 ? src[spos3.s3] : 0;
short4 itab0, itab1, itab2, itab3;
float4 taby, tabx;
taby = INTER_SCALE * convert_float4(ay);
tabx = INTER_SCALE * convert_float4(ax);
itab0 = convert_short4_sat(( (1.0f-taby)*(1.0f-tabx) * (float4)INTER_REMAP_COEF_SCALE ));
itab1 = convert_short4_sat(( (1.0f-taby)*tabx * (float4)INTER_REMAP_COEF_SCALE ));
itab2 = convert_short4_sat(( taby*(1.0f-tabx) * (float4)INTER_REMAP_COEF_SCALE ));
itab3 = convert_short4_sat(( taby*tabx * (float4)INTER_REMAP_COEF_SCALE ));
int4 val;
uchar4 tval;
val = convert_int4(v0) * convert_int4(itab0) + convert_int4(v1) * convert_int4(itab1)
+ convert_int4(v2) * convert_int4(itab2) + convert_int4(v3) * convert_int4(itab3);
tval = convert_uchar4_sat ( (val + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
__global uchar4 * d =(__global uchar4 *)(dst+dst_offset+dy*dstStep+dx);
uchar4 dval = *d;
DX = (int4)(dx, dx+1, dx+2, dx+3);
int4 dcon = DX >= 0 && DX < dst_cols && dy >= 0 && dy < dst_rows;
dval = convert_uchar4(dcon != 0) ? tval : dval;
*d = dval;
}
}
__kernel void warpAffineCubic_C1_D0(__global uchar * src, __global uchar * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = ((AB_SCALE>>INTER_BITS)>>1);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
int X = X0 >> (AB_BITS - INTER_BITS);
int Y = Y0 >> (AB_BITS - INTER_BITS);
short sx = (short)(X >> INTER_BITS) - 1;
short sy = (short)(Y >> INTER_BITS) - 1;
short ay = (short)(Y & (INTER_TAB_SIZE-1));
short ax = (short)(X & (INTER_TAB_SIZE-1));
uchar v[16];
int i, j;
#pragma unroll 4
for(i=0; i<4;  i++)
for(j=0; j<4;  j++)
{
v[i*4+j] = (sx+j >= 0 && sx+j < src_cols && sy+i >= 0 && sy+i < src_rows) ? src[src_offset+(sy+i) * srcStep + (sx+j)] : 0;
}
short itab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
int isum = 0;
#pragma unroll 16
for( i=0; i<16; i++ )
{
F v = tab1y[(i>>2)] * tab1x[(i&3)];
isum += itab[i] = convert_short_sat( rint( v * INTER_REMAP_COEF_SCALE ) );
}
if( isum != INTER_REMAP_COEF_SCALE )
{
int k1, k2;
int diff = isum - INTER_REMAP_COEF_SCALE;
int Mk1=2, Mk2=2, mk1=2, mk2=2;
for( k1 = 2; k1 < 4; k1++ )
for( k2 = 2; k2 < 4; k2++ )
{
if( itab[(k1<<2)+k2] < itab[(mk1<<2)+mk2] )
mk1 = k1, mk2 = k2;
else if( itab[(k1<<2)+k2] > itab[(Mk1<<2)+Mk2] )
Mk1 = k1, Mk2 = k2;
}
diff<0 ? (itab[(Mk1<<2)+Mk2]=(short)(itab[(Mk1<<2)+Mk2]-diff)) : (itab[(mk1<<2)+mk2]=(short)(itab[(mk1<<2)+mk2]-diff));
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
int sum=0;
for ( i =0; i<16; i++ )
{
sum += v[i] * itab[i] ;
}
dst[dst_offset+dy*dstStep+dx] = convert_uchar_sat( (sum + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
}
__kernel void warpAffineNN_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = (AB_SCALE >> 1);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
int sx0 = (short)(X0 >> AB_BITS);
int sy0 = (short)(Y0 >> AB_BITS);
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*(dstStep>>2)+dx]= (sx0>=0 && sx0=0 && sy0>2)+sy0*(srcStep>>2)+sx0] : (uchar4)0;
}
}
__kernel void warpAffineLinear_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/INTER_TAB_SIZE/2;
src_offset = (src_offset>>2);
srcStep = (srcStep>>2);
int tmp = (dx << AB_BITS);
int X0 = rint(M[0] * tmp);
int Y0 = rint(M[3] * tmp);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
short sx0 = (short)(X0 >> INTER_BITS);
short sy0 = (short)(Y0 >> INTER_BITS);
short ax0 = (short)(X0 & (INTER_TAB_SIZE-1));
short ay0 = (short)(Y0 & (INTER_TAB_SIZE-1));
int4 v0, v1, v2, v3;
v0 = (sx0 >= 0 && sx0 < src_cols && sy0 >= 0 && sy0 < src_rows) ? convert_int4(src[src_offset+sy0 * srcStep + sx0]) : 0;
v1 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0 >= 0 && sy0 < src_rows) ? convert_int4(src[src_offset+sy0 * srcStep + sx0+1]) : 0;
v2 = (sx0 >= 0 && sx0 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? convert_int4(src[src_offset+(sy0+1) * srcStep + sx0]) : 0;
v3 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? convert_int4(src[src_offset+(sy0+1) * srcStep + sx0+1]) : 0;
int itab0, itab1, itab2, itab3;
float taby, tabx;
taby = 1.f/INTER_TAB_SIZE*ay0;
tabx = 1.f/INTER_TAB_SIZE*ax0;
itab0 = convert_short_sat(rint( (1.0f-taby)*(1.0f-tabx) * INTER_REMAP_COEF_SCALE ));
itab1 = convert_short_sat(rint( (1.0f-taby)*tabx * INTER_REMAP_COEF_SCALE ));
itab2 = convert_short_sat(rint( taby*(1.0f-tabx) * INTER_REMAP_COEF_SCALE ));
itab3 = convert_short_sat(rint( taby*tabx * INTER_REMAP_COEF_SCALE ));
int4 val;
val = v0 * itab0 +  v1 * itab1 + v2 * itab2 + v3 * itab3;
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*(dstStep>>2)+dx] =  convert_uchar4_sat ( (val + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
__kernel void warpAffineCubic_C4_D0(__global uchar4 const * restrict src, __global uchar4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = ((AB_SCALE>>INTER_BITS)>>1);
src_offset = (src_offset>>2);
srcStep = (srcStep>>2);
dst_offset = (dst_offset>>2);
dstStep = (dstStep>>2);
int tmp = (dx << AB_BITS);
int X0 = rint(M[0] * tmp);
int Y0 = rint(M[3] * tmp);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
int sx = (short)(X0 >> INTER_BITS) - 1;
int sy = (short)(Y0 >> INTER_BITS) - 1;
int ay = (short)(Y0 & (INTER_TAB_SIZE-1));
int ax = (short)(X0 & (INTER_TAB_SIZE-1));
uchar4 v[16];
int i,j;
#pragma unroll 4
for(i=0; i<4; i++)
for(j=0; j<4; j++)
{
v[i*4+j] = (sx+j >= 0 && sx+j < src_cols && sy+i >= 0 && sy+i < src_rows) ? (src[src_offset+(sy+i) * srcStep + (sx+j)])  : (uchar4)0;
}
int itab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = INTER_SCALE * ay;
axx = INTER_SCALE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
int isum = 0;
#pragma unroll 16
for( i=0; i<16; i++ )
{
float tmp;
tmp = tab1y[(i>>2)] * tab1x[(i&3)] * INTER_REMAP_COEF_SCALE;
itab[i] = rint(tmp);
isum += itab[i];
}
if( isum != INTER_REMAP_COEF_SCALE )
{
int k1, k2;
int diff = isum - INTER_REMAP_COEF_SCALE;
int Mk1=2, Mk2=2, mk1=2, mk2=2;
for( k1 = 2; k1 < 4; k1++ )
for( k2 = 2; k2 < 4; k2++ )
{
if( itab[(k1<<2)+k2] < itab[(mk1<<2)+mk2] )
mk1 = k1, mk2 = k2;
else if( itab[(k1<<2)+k2] > itab[(Mk1<<2)+Mk2] )
Mk1 = k1, Mk2 = k2;
}
diff<0 ? (itab[(Mk1<<2)+Mk2]=(short)(itab[(Mk1<<2)+Mk2]-diff)) : (itab[(mk1<<2)+mk2]=(short)(itab[(mk1<<2)+mk2]-diff));
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
int4 sum=0;
for ( i =0; i<16; i++ )
{
sum += convert_int4(v[i]) * itab[i];
}
dst[dst_offset+dy*dstStep+dx] = convert_uchar4_sat( (sum + (1 << (INTER_REMAP_COEF_BITS-1))) >> INTER_REMAP_COEF_BITS ) ;
}
}
}
__kernel void warpAffineNN_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/2;
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
short sx0 = (short)(X0 >> AB_BITS);
short sy0 = (short)(Y0 >> AB_BITS);
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*dstStep+dx]= (sx0>=0 && sx0=0 && sy0>2)+sy0*srcStep+sx0] : 0;
}
}
__kernel void warpAffineLinear_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/INTER_TAB_SIZE/2;
src_offset = (src_offset>>2);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
short sx0 = (short)(X0 >> INTER_BITS);
short sy0 = (short)(Y0 >> INTER_BITS);
short ax0 = (short)(X0 & (INTER_TAB_SIZE-1));
short ay0 = (short)(Y0 & (INTER_TAB_SIZE-1));
float v0, v1, v2, v3;
v0 = (sx0 >= 0 && sx0 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0] : 0;
v1 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0+1] : 0;
v2 = (sx0 >= 0 && sx0 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0] : 0;
v3 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0+1] : 0;
float tab[4];
float taby[2], tabx[2];
taby[0] = 1.0 - 1.f/INTER_TAB_SIZE*ay0;
taby[1] = 1.f/INTER_TAB_SIZE*ay0;
tabx[0] = 1.0 - 1.f/INTER_TAB_SIZE*ax0;
tabx[1] = 1.f/INTER_TAB_SIZE*ax0;
tab[0] = taby[0] * tabx[0];
tab[1] = taby[0] * tabx[1];
tab[2] = taby[1] * tabx[0];
tab[3] = taby[1] * tabx[1];
float sum = 0;
sum += v0 * tab[0] +  v1 * tab[1] +  v2 * tab[2] +  v3 * tab[3];
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>2)+dy*dstStep+dx] = sum;
}
}
__kernel void warpAffineCubic_C1_D5(__global float * src, __global float * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/INTER_TAB_SIZE/2;
src_offset = (src_offset>>2);
dst_offset = (dst_offset>>2);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
short sx = (short)(X0 >> INTER_BITS) - 1;
short sy = (short)(Y0 >> INTER_BITS) - 1;
short ay = (short)(Y0 & (INTER_TAB_SIZE-1));
short ax = (short)(X0 & (INTER_TAB_SIZE-1));
float v[16];
int i;
for(i=0; i<16;  i++)
v[i] = (sx+(i&3) >= 0 && sx+(i&3) < src_cols && sy+(i>>2) >= 0 && sy+(i>>2) < src_rows) ? src[src_offset+(sy+(i>>2)) * srcStep + (sx+(i&3))] : 0;
float tab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
#pragma unroll 4
for( i=0; i<16; i++ )
{
tab[i] = tab1y[(i>>2)] * tab1x[(i&3)];
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
float sum = 0;
#pragma unroll 4
for ( i =0; i<16; i++ )
{
sum += v[i] * tab[i];
}
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
}
__kernel void warpAffineNN_C4_D5(__global float4 * src, __global float4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/2;
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
short sx0 = (short)(X0 >> AB_BITS);
short sy0 = (short)(Y0 >> AB_BITS);
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[(dst_offset>>4)+dy*(dstStep>>2)+dx]= (sx0>=0 && sx0=0 && sy0>4)+sy0*(srcStep>>2)+sx0] : (float4)0;
}
}
__kernel void warpAffineLinear_C4_D5(__global float4 * src, __global float4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/INTER_TAB_SIZE/2;
src_offset = (src_offset>>4);
dst_offset = (dst_offset>>4);
srcStep = (srcStep>>2);
dstStep = (dstStep>>2);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
short sx0 = (short)(X0 >> INTER_BITS);
short sy0 = (short)(Y0 >> INTER_BITS);
short ax0 = (short)(X0 & (INTER_TAB_SIZE-1));
short ay0 = (short)(Y0 & (INTER_TAB_SIZE-1));
float4 v0, v1, v2, v3;
v0 = (sx0 >= 0 && sx0 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0] : (float4)0;
v1 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0 >= 0 && sy0 < src_rows) ? src[src_offset+sy0 * srcStep + sx0+1] : (float4)0;
v2 = (sx0 >= 0 && sx0 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0] : (float4)0;
v3 = (sx0+1 >= 0 && sx0+1 < src_cols && sy0+1 >= 0 && sy0+1 < src_rows) ? src[src_offset+(sy0+1) * srcStep + sx0+1] : (float4)0;
float tab[4];
float taby[2], tabx[2];
taby[0] = 1.0 - 1.f/INTER_TAB_SIZE*ay0;
taby[1] = 1.f/INTER_TAB_SIZE*ay0;
tabx[0] = 1.0 - 1.f/INTER_TAB_SIZE*ax0;
tabx[1] = 1.f/INTER_TAB_SIZE*ax0;
tab[0] = taby[0] * tabx[0];
tab[1] = taby[0] * tabx[1];
tab[2] = taby[1] * tabx[0];
tab[3] = taby[1] * tabx[1];
float4 sum = 0;
sum += v0 * tab[0] +  v1 * tab[1] +  v2 * tab[2] +  v3 * tab[3];
if(dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
__kernel void warpAffineCubic_C4_D5(__global float4 * src, __global float4 * dst, int src_cols, int src_rows,
int dst_cols, int dst_rows, int srcStep, int dstStep,
int src_offset, int dst_offset,  __constant F * M, int threadCols )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
if( dx < threadCols && dy < dst_rows)
{
int round_delta = AB_SCALE/INTER_TAB_SIZE/2;
src_offset = (src_offset>>4);
dst_offset = (dst_offset>>4);
srcStep = (srcStep>>2);
dstStep = (dstStep>>2);
int X0 = rint(M[0] * dx * AB_SCALE);
int Y0 = rint(M[3] * dx * AB_SCALE);
X0 += rint((M[1]*dy + M[2]) * AB_SCALE) + round_delta;
Y0 += rint((M[4]*dy + M[5]) * AB_SCALE) + round_delta;
X0 = X0 >> (AB_BITS - INTER_BITS);
Y0 = Y0 >> (AB_BITS - INTER_BITS);
short sx = (short)(X0 >> INTER_BITS) - 1;
short sy = (short)(Y0 >> INTER_BITS) - 1;
short ay = (short)(Y0 & (INTER_TAB_SIZE-1));
short ax = (short)(X0 & (INTER_TAB_SIZE-1));
float4 v[16];
int i;
for(i=0; i<16;  i++)
v[i] = (sx+(i&3) >= 0 && sx+(i&3) < src_cols && sy+(i>>2) >= 0 && sy+(i>>2) < src_rows) ? src[src_offset+(sy+(i>>2)) * srcStep + (sx+(i&3))] : (float4)0;
float tab[16];
float tab1y[4], tab1x[4];
float axx, ayy;
ayy = 1.f/INTER_TAB_SIZE * ay;
axx = 1.f/INTER_TAB_SIZE * ax;
interpolateCubic(ayy, tab1y);
interpolateCubic(axx, tab1x);
#pragma unroll 4
for( i=0; i<16; i++ )
{
tab[i] = tab1y[(i>>2)] * tab1x[(i&3)];
}
if( dx >= 0 && dx < dst_cols && dy >= 0 && dy < dst_rows)
{
float4 sum = 0;
#pragma unroll 4
for ( i =0; i<16; i++ )
{
sum += v[i] * tab[i];
}
dst[dst_offset+dy*dstStep+dx] = sum;
}
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void threshold_C1_D0(__global const uchar * restrict src, __global uchar *dst,
int src_offset, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step,
uchar thresh, uchar max_val, int thresh_type
)
{
int gx = get_global_id(0);
const int gy = get_global_id(1);
int offset = (dst_offset & 15);
src_offset -= offset;
int dstart = (gx << 4) - offset;
if(dstart < dst_cols && gy < dst_rows)
{
uchar16 sdata = vload16(gx, src+src_offset+gy*src_step);
uchar16 ddata;
uchar16 zero = 0;
switch (thresh_type)
{
case 0:
ddata = ((sdata > thresh) ) ? (uchar16)(max_val) : (uchar16)(0);
break;
case 1:
ddata = ((sdata > thresh)) ? zero  : (uchar16)(max_val);
break;
case 2:
ddata = ((sdata > thresh)) ? (uchar16)(thresh) : sdata;
break;
case 3:
ddata = ((sdata > thresh)) ? sdata : zero;
break;
case 4:
ddata = ((sdata > thresh)) ? zero : sdata;
break;
default:
ddata = sdata;
}
int16 dpos = (int16)(dstart, dstart+1, dstart+2, dstart+3, dstart+4, dstart+5, dstart+6, dstart+7, dstart+8,
dstart+9, dstart+10, dstart+11, dstart+12, dstart+13, dstart+14, dstart+15);
uchar16 dVal = *(__global uchar16*)(dst+dst_offset+gy*dst_step+dstart);
int16 con = dpos >= 0 && dpos < dst_cols;
ddata = convert_uchar16(con != 0) ? ddata : dVal;
if(dstart < dst_cols)
{
*(__global uchar16*)(dst+dst_offset+gy*dst_step+dstart) = ddata;
}
}
}
__kernel void threshold_C1_D5(__global const float * restrict src, __global float *dst,
int src_offset, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step,
float thresh, float max_val, int thresh_type
)
{
const int gx = get_global_id(0);
const int gy = get_global_id(1);
int offset = (dst_offset & 3);
src_offset -= offset;
int dstart = (gx << 2) - offset;
if(dstart < dst_cols && gy < dst_rows)
{
float4 sdata = vload4(gx, src+src_offset+gy*src_step);
float4 ddata;
float4 zero = 0;
switch (thresh_type)
{
case 0:
ddata = sdata > thresh ? (float4)(max_val) : (float4)(0.f);
break;
case 1:
ddata = sdata > thresh ? zero : (float4)max_val;
break;
case 2:
ddata = sdata > thresh ? (float4)thresh : sdata;
break;
case 3:
ddata = sdata > thresh ? sdata : (float4)(0.f);
break;
case 4:
ddata = sdata > thresh ? (float4)(0.f) : sdata;
break;
default:
ddata = sdata;
}
int4 dpos = (int4)(dstart, dstart+1, dstart+2, dstart+3);
float4 dVal = *(__global float4*)(dst+dst_offset+gy*dst_step+dstart);
int4 con = dpos >= 0 && dpos < dst_cols;
ddata = convert_float4(con) != (float4)(0) ? ddata : dVal;
if(dstart < dst_cols)
{
*(__global float4*)(dst+dst_offset+gy*dst_step+dstart) = ddata;
}
}
}
#if defined DOUBLE_SUPPORT
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#define F double
#else
#define F float
#endif
#define INTER_RESIZE_COEF_BITS 11
#define INTER_RESIZE_COEF_SCALE (1 << INTER_RESIZE_COEF_BITS)
#define CAST_BITS (INTER_RESIZE_COEF_BITS << 1)
#define CAST_SCALE (1.0f/(1<= (l) ? (x):((x)+1))
__kernel void resizeLN_C1_D0(__global uchar * dst, __global uchar const * restrict src,
int dstoffset_in_pixel, int srcoffset_in_pixel,int dststep_in_pixel, int srcstep_in_pixel,
int src_cols, int src_rows, int dst_cols, int dst_rows, float ifx, float ify )
{
int gx = get_global_id(0);
int dy = get_global_id(1);
float4  sx, u, xf;
int4 x, DX;
gx = (gx<<2) - (dstoffset_in_pixel&3);
DX = (int4)(gx, gx+1, gx+2, gx+3);
sx = (convert_float4(DX) + 0.5f) * ifx - 0.5f;
xf = floor(sx);
x = convert_int4(xf);
u = sx - xf;
float sy = ((dy+0.5f) * ify - 0.5f);
int y = floor(sy);
float v = sy - y;
u = x < 0 ? 0 : u;
u = (x >= src_cols) ? 0 : u;
x = x < 0 ? 0 : x;
x = (x >= src_cols) ? src_cols-1 : x;
y<0 ? y=0,v=0 : y;
y>=src_rows ? y=src_rows-1,v=0 : y;
int4 U, U1;
int V, V1;
float4 utmp1, utmp2;
float vtmp;
float4 scale_vec = INTER_RESIZE_COEF_SCALE;
utmp1 = u * scale_vec;
utmp2 = scale_vec - utmp1;
U = convert_int4(rint(utmp1));
U1 = convert_int4(rint(utmp2));
vtmp = v * INTER_RESIZE_COEF_SCALE;
V = rint(vtmp);
V1= rint(INTER_RESIZE_COEF_SCALE - vtmp);
int y_ = INC(y,src_rows);
int4 x_;
x_ =  ((x+1 >= src_cols) != 0) ? x : x+1;
int4 val1, val2, val;
int4 sdata1, sdata2, sdata3, sdata4;
int4 pos1 = mad24((int4)y, (int4)srcstep_in_pixel, x+(int4)srcoffset_in_pixel);
int4 pos2 = mad24((int4)y, (int4)srcstep_in_pixel, x_+(int4)srcoffset_in_pixel);
int4 pos3 = mad24((int4)y_, (int4)srcstep_in_pixel, x+(int4)srcoffset_in_pixel);
int4 pos4 = mad24((int4)y_, (int4)srcstep_in_pixel, x_+(int4)srcoffset_in_pixel);
sdata1.s0 = src[pos1.s0];
sdata1.s1 = src[pos1.s1];
sdata1.s2 = src[pos1.s2];
sdata1.s3 = src[pos1.s3];
sdata2.s0 = src[pos2.s0];
sdata2.s1 = src[pos2.s1];
sdata2.s2 = src[pos2.s2];
sdata2.s3 = src[pos2.s3];
sdata3.s0 = src[pos3.s0];
sdata3.s1 = src[pos3.s1];
sdata3.s2 = src[pos3.s2];
sdata3.s3 = src[pos3.s3];
sdata4.s0 = src[pos4.s0];
sdata4.s1 = src[pos4.s1];
sdata4.s2 = src[pos4.s2];
sdata4.s3 = src[pos4.s3];
val1 = mul24(U1 , sdata1) + mul24(U , sdata2);
val2 = mul24(U1 , sdata3) + mul24(U , sdata4);
val = mul24((int4)V1 , val1) + mul24((int4)V , val2);
val = ((val + (1<<(CAST_BITS-1))) >> CAST_BITS);
pos4 = mad24(dy, dststep_in_pixel, gx+dstoffset_in_pixel);
pos4.y++;
pos4.z+=2;
pos4.w+=3;
uchar4 uval = convert_uchar4_sat(val);
int con = (gx >= 0 && gx+3 < dst_cols && dy >= 0 && dy < dst_rows && (dstoffset_in_pixel&3)==0);
if(con)
{
*(__global uchar4*)(dst + pos4.x)=uval;
}
else
{
if(gx >= 0 && gx < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos4.x]=uval.x;
}
if(gx+1 >= 0 && gx+1 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos4.y]=uval.y;
}
if(gx+2 >= 0 && gx+2 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos4.z]=uval.z;
}
if(gx+3 >= 0 && gx+3 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos4.w]=uval.w;
}
}
}
__kernel void resizeLN_C4_D0(__global uchar4 * dst, __global uchar4 * src,
int dstoffset_in_pixel, int srcoffset_in_pixel,int dststep_in_pixel, int srcstep_in_pixel,
int src_cols, int src_rows, int dst_cols, int dst_rows, float ifx, float ify )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
float sx = ((dx+0.5f) * ifx - 0.5f), sy = ((dy+0.5f) * ify - 0.5f);
int x = floor(sx), y = floor(sy);
float u = sx - x, v = sy - y;
x<0 ? x=0,u=0 : x,u;
x>=src_cols ? x=src_cols-1,u=0 : x,u;
y<0 ? y=0,v=0 : y,v;
y>=src_rows ? y=src_rows-1,v=0 : y,v;
u = u * INTER_RESIZE_COEF_SCALE;
v = v * INTER_RESIZE_COEF_SCALE;
int U = rint(u);
int V = rint(v);
int U1= rint(INTER_RESIZE_COEF_SCALE - u);
int V1= rint(INTER_RESIZE_COEF_SCALE - v);
int y_ = INC(y,src_rows);
int x_ = INC(x,src_cols);
int4 srcpos;
srcpos.x = mad24(y, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.y = mad24(y, srcstep_in_pixel, x_+srcoffset_in_pixel);
srcpos.z = mad24(y_, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.w = mad24(y_, srcstep_in_pixel, x_+srcoffset_in_pixel);
int4 data0 = convert_int4(src[srcpos.x]);
int4 data1 = convert_int4(src[srcpos.y]);
int4 data2 = convert_int4(src[srcpos.z]);
int4 data3 = convert_int4(src[srcpos.w]);
int4 val = mul24((int4)mul24(U1, V1) ,  data0) + mul24((int4)mul24(U, V1) ,  data1)
+mul24((int4)mul24(U1, V) ,  data2)+mul24((int4)mul24(U, V) ,  data3);
int dstpos = mad24(dy, dststep_in_pixel, dx+dstoffset_in_pixel);
uchar4 uval =   convert_uchar4((val + (1<<(CAST_BITS-1)))>>CAST_BITS);
if(dx>=0 && dx=0 && dy=src_cols ? x=src_cols-1,u=0 : x,u;
y<0 ? y=0,v=0 : y,v;
y>=src_rows ? y=src_rows-1,v=0 : y,v;
int y_ = INC(y,src_rows);
int x_ = INC(x,src_cols);
float u1 = 1.f-u;
float v1 = 1.f-v;
int4 srcpos;
srcpos.x = mad24(y, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.y = mad24(y, srcstep_in_pixel, x_+srcoffset_in_pixel);
srcpos.z = mad24(y_, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.w = mad24(y_, srcstep_in_pixel, x_+srcoffset_in_pixel);
float data0 = src[srcpos.x];
float data1 = src[srcpos.y];
float data2 = src[srcpos.z];
float data3 = src[srcpos.w];
float val1 = u1 *  data0 +
u  *  data1 ;
float val2 = u1 *  data2 +
u *  data3;
float val = v1 * val1 + v * val2;
int dstpos = mad24(dy, dststep_in_pixel, dx+dstoffset_in_pixel);
if(dx>=0 && dx=0 && dy=src_cols ? x=src_cols-1,u=0 : x;
y<0 ? y=0,v=0 : y;
y>=src_rows ? y=src_rows-1,v=0 : y;
int y_ = INC(y,src_rows);
int x_ = INC(x,src_cols);
float u1 = 1.f-u;
float v1 = 1.f-v;
int4 srcpos;
srcpos.x = mad24(y, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.y = mad24(y, srcstep_in_pixel, x_+srcoffset_in_pixel);
srcpos.z = mad24(y_, srcstep_in_pixel, x+srcoffset_in_pixel);
srcpos.w = mad24(y_, srcstep_in_pixel, x_+srcoffset_in_pixel);
float4 s_data1, s_data2, s_data3, s_data4;
s_data1 = src[srcpos.x];
s_data2 = src[srcpos.y];
s_data3 = src[srcpos.z];
s_data4 = src[srcpos.w];
float4 val = u1 * v1 * s_data1 + u * v1 * s_data2
+u1 * v *s_data3 + u * v *s_data4;
int dstpos = mad24(dy, dststep_in_pixel, dx+dstoffset_in_pixel);
if(dx>=0 && dx=0 && dy= 0 && gx+3 < dst_cols && dy >= 0 && dy < dst_rows && (dstoffset_in_pixel&3)==0);
if(con)
{
*(__global uchar4*)(dst + pos.x)=val;
}
else
{
if(gx >= 0 && gx < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos.x]=val.x;
}
if(gx+1 >= 0 && gx+1 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos.y]=val.y;
}
if(gx+2 >= 0 && gx+2 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos.z]=val.z;
}
if(gx+3 >= 0 && gx+3 < dst_cols && dy >= 0 && dy < dst_rows)
{
dst[pos.w]=val.w;
}
}
}
__kernel void resizeNN_C4_D0(__global uchar4 * dst, __global uchar4 * src,
int dstoffset_in_pixel, int srcoffset_in_pixel,int dststep_in_pixel, int srcstep_in_pixel,
int src_cols, int src_rows, int dst_cols, int dst_rows, F ifx, F ify )
{
int dx = get_global_id(0);
int dy = get_global_id(1);
F s1 = dx*ifx;
F s2 = dy*ify;
int sx = fmin((float)floor(s1), (float)src_cols-1);
int sy = fmin((float)floor(s2), (float)src_rows-1);
int dpos = mad24(dy, dststep_in_pixel, dx + dstoffset_in_pixel);
int spos = mad24(sy, srcstep_in_pixel, sx + srcoffset_in_pixel);
if(dx>=0 && dx=0 && dy=0 && dx=0 && dy=0 && dx=0 && dy= (int4)(src_cols) || convert_int4(map1_data.odd) >= (int4)(src_rows) || convert_int4(map1_data.even) < (int4)(0) || convert_int4(map1_data.odd) < (int4)(0));
uchar4 src_data = val;
if (con.s0 == 0)
src_data.s0 = *(src + srcIdx.s0);
if (con.s1 == 0)
src_data.s1 = *(src + srcIdx.s1);
if (con.s2 == 0)
src_data.s2 = *(src + srcIdx.s2);
if (con.s3 == 0)
src_data.s3 = *(src + srcIdx.s3);
uchar4 dst_data;
__global uchar4* d = (__global uchar4 *)(dst + dstStart);
uchar4 dVal = *d;
int4 dcon = (Gx >= 0 && Gx < dst_cols && y >= 0 && y < dst_rows);
dst_data = (convert_uchar4(dcon) != convert_uchar4((int4)(0))) ? src_data : dVal;
*d = dst_data;
}
}
__kernel void remapNNFConstant_C1_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows, int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 2;
int gx = x - (dst_offset&3);
int4 Gx = (int4)(gx, gx+1, gx+2, gx+3);
uchar4 nval =convert_uchar4(nVal);
uchar val = nval.s0;
int dstStart = (y * dst_step + x  + dst_offset) - (dst_offset&3);
int map1Start = y * map1_step + (x << 3) + map1_offset - ((dst_offset & 3) << 3);
float8 map1_data;
map1_data = *((__global float8 *)((__global char*)map1 + map1Start));
int8 map1_dataZ = convert_int8_sat_rte(map1_data);
int4 srcIdx = map1_dataZ.odd * src_step + map1_dataZ.even + src_offset;
uchar4 src_data = val;
uchar4 con = convert_uchar4(map1_dataZ.even >= (int4)(src_cols) || map1_dataZ.odd >= (int4)(src_rows) || map1_dataZ.even < (int4)(0) || map1_dataZ.odd < (int4)(0));
if (con.s0 == 0)
src_data.s0 = *(src + srcIdx.s0);
if (con.s1 == 0)
src_data.s1 = *(src + srcIdx.s1);
if (con.s2 == 0)
src_data.s2 = *(src + srcIdx.s2);
if (con.s3 == 0)
src_data.s3 = *(src + srcIdx.s3);
uchar4 dst_data;
__global uchar4* d = (__global uchar4 *)(dst + dstStart);
uchar4 dVal = *d;
int4 dcon = (Gx >= 0 && Gx < dst_cols && y >= 0 && y < dst_rows);
dst_data = (convert_uchar4(dcon) != convert_uchar4((int4)(0))) ? src_data : dVal;
*d = dst_data;
}
}
__kernel void remapNNF1Constant_C1_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1,  __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows, int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 2;
int gx = x - (dst_offset&3);
int4 Gx = (int4)(gx, gx+1, gx+2, gx+3);
uchar4 nval =convert_uchar4(nVal);
uchar4 val = (uchar4)(nval.s0);
int dstStart = (y * dst_step + x  + dst_offset) - (dst_offset&3);
int map1Start = y * map1_step + (x << 2) + map1_offset - ((dst_offset & 3) << 2);
float4 map1_data;
float4 map2_data;
map1_data = *((__global float4 *)((__global char*)map1 + map1Start));
map2_data = *((__global float4 *)((__global char*)map2 + map1Start));
float8 map_data = (float8)(map1_data.s0, map2_data.s0, map1_data.s1, map2_data.s1, map1_data.s2, map2_data.s2, map1_data.s3, map2_data.s3);
int8 map_dataZ = convert_int8_sat_rte(map_data);
int4 srcIdx = map_dataZ.odd * src_step + map_dataZ.even + src_offset;
uchar4 src_data = val;
uchar4 con = convert_uchar4(map_dataZ.even >= (int4)(src_cols) || map_dataZ.odd >= (int4)(src_rows)|| map_dataZ.even < (int4)(0) || map_dataZ.odd < (int4)(0));
if (con.s0 == 0)
src_data.s0 = *(src + srcIdx.s0);
if (con.s1 == 0)
src_data.s1 = *(src + srcIdx.s1);
if (con.s2 == 0)
src_data.s2 = *(src + srcIdx.s2);
if (con.s3 == 0)
src_data.s3 = *(src + srcIdx.s3);
uchar4 dst_data;
__global uchar4* d = (__global uchar4 *)(dst + dstStart);
uchar4 dVal = *d;
int4 dcon = (Gx >= 0 && Gx < dst_cols && y >= 0 && y < dst_rows);
dst_data = (convert_uchar4(dcon) != convert_uchar4((int4)(0))) ? src_data : dVal;
*d = dst_data;
}
}
__kernel void remapNNSConstant_C4_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global short * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows, int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 2) + map1_offset;
short2 map1_data = *((__global short2 *)((__global char*)map1 + mapIdx));
int srcIdx = map1_data.y * src_step + (map1_data.x << 2) + src_offset;
uchar4 nval = convert_uchar4(nVal);
uchar4 src_data;
if(map1_data.x >= src_cols || map1_data.y >= src_rows || map1_data.x <0 || map1_data.y < 0 )
src_data = nval;
else
src_data = *((__global uchar4 *)((__global uchar *)src + srcIdx));
*((__global uchar4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNFConstant_C4_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows, int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 3) + map1_offset;
float2 map1_data = *((__global float2 *)((__global char*)map1 + mapIdx));
int2 map1_dataZ = convert_int2_sat_rte(map1_data);
int srcIdx = map1_dataZ.y * src_step + (map1_dataZ.x << 2) + src_offset;
uchar4 nval = convert_uchar4(nVal);
uchar4 src_data;
if(map1_dataZ.x >= src_cols || map1_dataZ.y >= src_rows || map1_dataZ.x < 0 || map1_dataZ.y < 0)
src_data = nval;
else
src_data = *((__global uchar4 *)((__global uchar *)src + srcIdx));
*((__global uchar4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNF1Constant_C4_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1,  __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows, int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 2) + map1_offset;
float map1_data = *((__global float *)((__global char*)map1 + mapIdx));
float map2_data = *((__global float *)((__global char*)map2 + mapIdx));
int srcIdx = convert_int_sat_rte(map2_data) * src_step + (convert_int_sat_rte(map1_data) << 2) + src_offset;
uchar4 nval = convert_uchar4(nVal);
uchar4 src_data;
if(convert_int_sat_rte(map1_data) >= src_cols || convert_int_sat_rte(map2_data) >= src_rows || convert_int_sat_rte(map1_data) < 0 || convert_int_sat_rte(map2_data) < 0)
src_data = nval;
else
src_data = *((__global uchar4 *)((__global uchar *)src + srcIdx));
*((__global uchar4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNSConstant_C1_D5(__global float* dst, __global float const * restrict  src,
__global short * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows ,int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 2) + map1_offset;
short2 map1_data = *((__global short2 *)((__global char*)map1 + mapIdx));
int srcIdx = map1_data.y * src_step + (map1_data.x << 2) + src_offset;
float nval = convert_float(nVal.x);
float src_data;
if(map1_data.x >= src_cols || map1_data.y >= src_rows|| map1_data.x < 0 || map1_data.y < 0)
src_data = nval;
else
src_data = *((__global float *)((__global uchar *)src + srcIdx));
*((__global float *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNFConstant_C1_D5(__global float* dst, __global float const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows ,int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 3) + map1_offset;
float2 map1_data = *((__global float2 *)((__global char*)map1 + mapIdx));
int2 map1_dataZ = convert_int2_sat_rte(map1_data);
int srcIdx = map1_dataZ.y * src_step + (map1_dataZ.x << 2) + src_offset;
float nval = convert_float(nVal.x);
float src_data;
if(map1_dataZ.x >= src_cols || map1_dataZ.y >= src_rows || map1_dataZ.x < 0 || map1_dataZ.y < 0)
src_data = nval;
else
src_data = *((__global float *)((__global uchar *)src + srcIdx));
*((__global float *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNF1Constant_C1_D5(__global float* dst, __global float const * restrict  src,
__global float * map1, __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows ,int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 2) + map1_offset;
float map1_data = *((__global float *)((__global char*)map1 + mapIdx));
float map2_data = *((__global float *)((__global char*)map2 + mapIdx));
float2 map_data = (float2)(map1_data, map2_data);
int2 map1_dataZ = convert_int2_sat_rte(map_data);
int srcIdx = map1_dataZ.y * src_step + (map1_dataZ.x << 2) + src_offset;
float nval = convert_float(nVal.x);
float src_data;
if(map1_dataZ.x >= src_cols || map1_dataZ.y >= src_rows || map1_dataZ.x < 0 || map1_dataZ.y < 0)
src_data = nval;
else
src_data = *((__global float *)((__global uchar *)src + srcIdx));
*((__global float *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNSConstant_C4_D5(__global float * dst, __global float const * restrict  src,
__global short * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 4) + dst_offset  ;
int mapIdx = y * map1_step + (x << 2) + map1_offset ;
short2 map1_data = *((__global short2 *)((__global char*)map1 + mapIdx));
int srcIdx = map1_data.y * src_step + (map1_data.x << 4) + src_offset;
float4 nval = convert_float4(nVal);
float4 src_data;
if (map1_data.x <0 || map1_data.x >= src_cols || map1_data.y <0 || map1_data.y >= src_rows)
src_data = nval;
else
src_data = *((__global float4 *)((__global uchar *)src + srcIdx));
*((__global float4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNFConstant_C4_D5(__global float * dst, __global float const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 4) + dst_offset  ;
int mapIdx = y * map1_step + (x << 3) + map1_offset ;
float2 map1_data = *((__global float2 *)((__global char*)map1 + mapIdx));
int2 map1_dataZ = convert_int2_sat_rte(map1_data);
int srcIdx = map1_dataZ.y * src_step + (map1_dataZ.x << 4) + src_offset;
float4 nval = convert_float4(nVal);
float4 src_data = nval;
if(map1_dataZ.x >= 0 && map1_dataZ.x < src_cols && map1_dataZ.y >=0 && map1_dataZ.y < src_rows)
src_data = *((__global float4 *)((__global uchar *)src + srcIdx));
*((__global float4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapNNF1Constant_C4_D5(__global float * dst, __global float const * restrict  src,
__global float * map1,  __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 4) + dst_offset  ;
int mapIdx = y * map1_step + (x << 2) + map1_offset ;
float map1_data = *((__global float *)((__global char*)map1 + mapIdx));
float map2_data = *((__global float *)((__global char*)map2 + mapIdx));
float2 map_data = (float2)(map1_data, map2_data);
int2 map1_dataZ = convert_int2_sat_rte(map_data);
int srcIdx = map1_dataZ.y * src_step + (map1_dataZ.x << 4) + src_offset;
float4 nval = convert_float4(nVal);
float4 src_data = nval;
if(map1_dataZ.x >= 0 && map1_dataZ.x < src_cols && map1_dataZ.y >= 0 && map1_dataZ.y < src_rows)
src_data = *((__global float4 *)((__global uchar *)src + srcIdx));
*((__global float4 *)((__global uchar*)dst + dstIdx)) = src_data;
}
}
__kernel void remapLNFConstant_C1_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 2;
int gx = x - (dst_offset&3);
int4 Gx = (int4)(gx, gx+1, gx+2, gx+3);
uchar4 nval =convert_uchar4(nVal);
uchar4 val = (uchar4)(nval.s0);
int dstStart = (y * dst_step + x  + dst_offset) - (dst_offset&3);
int map1Start = y * map1_step + (x << 3) + map1_offset - ((dst_offset & 3) << 3);
float8 map1_data;
map1_data = *((__global float8 *)((__global char*)map1 + map1Start));
int8 map1_dataD = convert_int8(map1_data);
float8 temp = map1_data - convert_float8(map1_dataD);
float4 u = temp.even;
float4 v = temp.odd;
float4 ud = (float4)(1.0) - u;
float4 vd = (float4)(1.0) - v;
int4 map1_dataDx = map1_dataD.even;
int4 map1_dataDy = map1_dataD.odd;
int4 map1_dataDx1 = map1_dataDx + (int4)(1);
int4 map1_dataDy1 = map1_dataDy + (int4)(1);
uchar4 a = val, b = val, c = val, d =val;
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
a.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s0 * src_step + map1_dataDx.s0 + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
a.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s1 * src_step + map1_dataDx.s1 + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
a.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s2 * src_step + map1_dataDx.s2 + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
a.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s3 * src_step + map1_dataDx.s3 + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
b.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s0 * src_step + map1_dataDx1.s0 + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
b.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s1 * src_step + map1_dataDx1.s1 + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
b.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s2 * src_step + map1_dataDx1.s2 + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
b.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s3 * src_step + map1_dataDx1.s3 + src_offset));
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
c.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s0 * src_step + map1_dataDx.s0 + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
c.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s1 * src_step + map1_dataDx.s1 + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
c.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s2 * src_step + map1_dataDx.s2 + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
c.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s3 * src_step + map1_dataDx.s3 + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
d.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s0 * src_step + map1_dataDx1.s0 + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
d.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s1 * src_step + map1_dataDx1.s1 + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
d.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s2 * src_step + map1_dataDx1.s2 + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
d.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s3 * src_step + map1_dataDx1.s3 + src_offset));
uchar4 dst_data = convert_uchar4_sat_rte((convert_float4(a))* ud * vd +(convert_float4(b))* u * vd + (convert_float4(c))* ud * v + (convert_float4(d)) * u * v );
__global uchar4* D = (__global uchar4 *)(dst + dstStart);
uchar4 dVal = *D;
int4 con = (Gx >= 0 && Gx < dst_cols && y >= 0 && y < dst_rows);
dst_data = (convert_uchar4(con) != (uchar4)(0)) ? dst_data : dVal;
*D = dst_data;
}
}
__kernel void remapLNF1Constant_C1_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1,  __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 2;
int gx = x - (dst_offset&3);
int4 Gx = (int4)(gx, gx+1, gx+2, gx+3);
uchar4 nval =convert_uchar4(nVal);
uchar4 val = (uchar4)(nval.s0);
int dstStart = (y * dst_step + x  + dst_offset) - (dst_offset&3);
int map1Start = y * map1_step + (x << 2) + map1_offset - ((dst_offset & 3) << 2);
float4 map1_data;
float4 map2_data;
map1_data = *((__global float4 *)((__global char*)map1 + map1Start));
map2_data = *((__global float4 *)((__global char*)map2 + map1Start));
float8 map_data = (float8)(map1_data.s0, map2_data.s0, map1_data.s1, map2_data.s1, map1_data.s2, map2_data.s2, map1_data.s3, map2_data.s3);
int8 map1_dataD = convert_int8(map_data);
float8 temp = map_data - convert_float8(map1_dataD);
float4 u = temp.even;
float4 v = temp.odd;
float4 ud = (float4)(1.0) - u;
float4 vd = (float4)(1.0) - v;
int4 map1_dataDx = map1_dataD.even;
int4 map1_dataDy = map1_dataD.odd;
int4 map1_dataDx1 = map1_dataDx + (int4)(1);
int4 map1_dataDy1 = map1_dataDy + (int4)(1);
uchar4 a = val, b = val, c = val, d =val;
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
a.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s0 * src_step + map1_dataDx.s0 + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
a.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s1 * src_step + map1_dataDx.s1 + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
a.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s2 * src_step + map1_dataDx.s2 + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
a.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s3 * src_step + map1_dataDx.s3 + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
b.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s0 * src_step + map1_dataDx1.s0 + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
b.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s1 * src_step + map1_dataDx1.s1 + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
b.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s2 * src_step + map1_dataDx1.s2 + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
b.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy.s3 * src_step + map1_dataDx1.s3 + src_offset));
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
c.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s0 * src_step + map1_dataDx.s0 + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
c.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s1 * src_step + map1_dataDx.s1 + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
c.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s2 * src_step + map1_dataDx.s2 + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
c.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s3 * src_step + map1_dataDx.s3 + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
d.s0 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s0 * src_step + map1_dataDx1.s0 + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
d.s1 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s1 * src_step + map1_dataDx1.s1 + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
d.s2 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s2 * src_step + map1_dataDx1.s2 + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
d.s3 = *((__global uchar*)((__global uchar *)src + map1_dataDy1.s3 * src_step + map1_dataDx1.s3 + src_offset));
uchar4 dst_data = convert_uchar4_sat_rte((convert_float4(a))* ud * vd +(convert_float4(b))* u * vd + (convert_float4(c))* ud * v + (convert_float4(d)) * u * v );
__global uchar4* D = (__global uchar4 *)(dst + dstStart);
uchar4 dVal = *D;
int4 con = (Gx >= 0 && Gx < dst_cols && y >= 0 && y < dst_rows);
dst_data = (convert_uchar4(con) != (uchar4)(0)) ? dst_data : dVal;
*D = dst_data;
}
}
__kernel void remapLNFConstant_C4_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 3) + map1_offset;
float2 map_data = *((__global float2 *)((__global char*)map1 + mapIdx));
int2 map_dataA = convert_int2(map_data);
float2 u = map_data - convert_float2(map_dataA);
int2 map_dataB = (int2)(map_dataA.x + 1, map_dataA.y);
int2 map_dataC = (int2)(map_dataA.x, map_dataA.y + 1);
int2 map_dataD = (int2)(map_dataA.x + 1, map_dataA.y +1);
uchar4 nval = convert_uchar4(nVal);
uchar4 a, b, c , d;
if(map_dataA.x < 0 || map_dataA.x >= src_cols || map_dataA.y >= src_rows || map_dataA.y < 0)
a = nval;
else
a = *((__global uchar4 *)((__global uchar *)src + map_dataA.y * src_step + (map_dataA.x<<2) + src_offset ));
if(map_dataB.x < 0 || map_dataB.x >= src_cols || map_dataB.y >= src_rows || map_dataB.y < 0)
b = nval;
else
b = *((__global uchar4 *)((__global uchar *)src + map_dataB.y * src_step + (map_dataB.x<<2) + src_offset ));
if(map_dataC.x < 0 || map_dataC.x >= src_cols || map_dataC.y >= src_rows || map_dataC.y < 0)
c = nval;
else
c = *((__global uchar4 *)((__global uchar *)src + map_dataC.y * src_step + (map_dataC.x<<2) + src_offset ));
if(map_dataD.x < 0 || map_dataD.x >= src_cols || map_dataD.y >= src_rows || map_dataD.y < 0)
d = nval;
else
d = *((__global uchar4 *)((__global uchar *)src + map_dataD.y * src_step + (map_dataD.x<<2) + src_offset ));
float4 dst_data = convert_float4(a)*((float4)(1.0-u.x)*((float4)(1.0-u.y))) + convert_float4(b)*((float4)(u.x))*((float4)(1.0-u.y)) + convert_float4(c)*((float4)(1.0-u.x))*((float4)(u.y)) + convert_float4(d)*((float4)(u.x))*((float4)(u.y));
*((__global uchar4 *)((__global uchar*)dst + dstIdx)) = convert_uchar4_sat_rte(dst_data);
}
}
__kernel void remapLNF1Constant_C4_D0(__global unsigned char* dst, __global unsigned char const * restrict  src,
__global float * map1,  __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 2) + dst_offset;
int mapIdx = y * map1_step + (x << 2) + map1_offset;
float map1_data = *((__global float *)((__global char*)map1 + mapIdx));
float map2_data = *((__global float *)((__global char*)map2 + mapIdx));
float2 map_data = (float2)(map1_data, map2_data);
int2 map_dataA = convert_int2(map_data);
float2 u = map_data - convert_float2(map_dataA);
int2 map_dataB = (int2)(map_dataA.x + 1, map_dataA.y);
int2 map_dataC = (int2)(map_dataA.x, map_dataA.y + 1);
int2 map_dataD = (int2)(map_dataA.x + 1, map_dataA.y +1);
uchar4 nval = convert_uchar4(nVal);
uchar4 a, b, c , d;
if(map_dataA.x < 0 || map_dataA.x >= src_cols || map_dataA.y >= src_rows || map_dataA.y < 0)
a = nval;
else
a = *((__global uchar4 *)((__global uchar *)src + map_dataA.y * src_step + (map_dataA.x<<2) + src_offset ));
if(map_dataB.x < 0 || map_dataB.x >= src_cols || map_dataB.y >= src_rows || map_dataB.y < 0)
b = nval;
else
b = *((__global uchar4 *)((__global uchar *)src + map_dataB.y * src_step + (map_dataB.x<<2) + src_offset ));
if(map_dataC.x < 0 || map_dataC.x >= src_cols || map_dataC.y >= src_rows || map_dataC.y < 0)
c = nval;
else
c = *((__global uchar4 *)((__global uchar *)src + map_dataC.y * src_step + (map_dataC.x<<2) + src_offset ));
if(map_dataD.x < 0 || map_dataD.x >= src_cols || map_dataD.y >= src_rows || map_dataD.y < 0)
d = nval;
else
d = *((__global uchar4 *)((__global uchar *)src + map_dataD.y * src_step + (map_dataD.x<<2) + src_offset ));
float4 dst_data = convert_float4(a)*((float4)(1.0-u.x)*((float4)(1.0-u.y))) + convert_float4(b)*((float4)(u.x))*((float4)(1.0-u.y)) + convert_float4(c)*((float4)(1.0-u.x))*((float4)(u.y)) + convert_float4(d)*((float4)(u.x))*((float4)(u.y));
*((__global uchar4 *)((__global uchar*)dst + dstIdx)) = convert_uchar4_sat_rte(dst_data);
}
}
__kernel void remapLNFConstant_C1_D5(__global float* dst, __global float const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 4;
int gx = x - (dst_offset&15);
int4 Gx = (int4)(gx, gx+4, gx+8, gx+12);
float4 nval =convert_float4(nVal);
float4 val = (float4)(nval.s0);
int dstStart = (y * dst_step + x  + dst_offset) - (dst_offset&15);
int map1Start = y * map1_step + (x << 1) + map1_offset - ((dst_offset & 15) << 1);
float8 map1_data;
map1_data = *((__global float8 *)((__global char*)map1 + map1Start));
int8 map1_dataD = convert_int8(map1_data);
float8 temp = map1_data - convert_float8(map1_dataD);
float4 u = temp.even;
float4 v = temp.odd;
float4 ud = (float4)(1.0) - u;
float4 vd = (float4)(1.0) - v;
int4 map1_dataDx = map1_dataD.even;
int4 map1_dataDy = map1_dataD.odd;
int4 map1_dataDx1 = map1_dataDx + (int4)(1);
int4 map1_dataDy1 = map1_dataDy + (int4)(1);
float4 a = val, b = val, c = val, d = val;
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
a.s0 = *((__global float*)((__global uchar *)src + map1_dataDy.s0 * src_step + (map1_dataDx.s0 << 2) + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
a.s1 = *((__global float*)((__global uchar *)src + map1_dataDy.s1 * src_step + (map1_dataDx.s1 << 2) + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
a.s2 = *((__global float*)((__global uchar *)src + map1_dataDy.s2 * src_step + (map1_dataDx.s2 << 2) + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
a.s3 = *((__global float*)((__global uchar *)src + map1_dataDy.s3 * src_step + (map1_dataDx.s3 << 2) + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
b.s0 = *((__global float*)((__global uchar *)src + map1_dataDy.s0 * src_step + (map1_dataDx1.s0 << 2) + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
b.s1 = *((__global float*)((__global uchar *)src + map1_dataDy.s1 * src_step + (map1_dataDx1.s1 << 2) + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
b.s2 = *((__global float*)((__global uchar *)src + map1_dataDy.s2 * src_step + (map1_dataDx1.s2 << 2) + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
b.s3 = *((__global float*)((__global uchar *)src + map1_dataDy.s3 * src_step + (map1_dataDx1.s3 << 2) + src_offset));
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
c.s0 = *((__global float*)((__global uchar *)src + map1_dataDy1.s0 * src_step + (map1_dataDx.s0 << 2) + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
c.s1 = *((__global float*)((__global uchar *)src + map1_dataDy1.s1 * src_step + (map1_dataDx.s1 << 2) + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
c.s2 = *((__global float*)((__global uchar *)src + map1_dataDy1.s2 * src_step + (map1_dataDx.s2 << 2) + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
c.s3 = *((__global float*)((__global uchar *)src + map1_dataDy1.s3 * src_step + (map1_dataDx.s3 << 2) + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
d.s0 = *((__global float*)((__global uchar *)src + map1_dataDy1.s0 * src_step + (map1_dataDx1.s0 << 2) + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
d.s1 = *((__global float*)((__global uchar *)src + map1_dataDy1.s1 * src_step + (map1_dataDx1.s1 << 2) + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
d.s2 = *((__global float*)((__global uchar *)src + map1_dataDy1.s2 * src_step + (map1_dataDx1.s2 << 2) + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
d.s3 = *((__global float*)((__global uchar *)src + map1_dataDy1.s3 * src_step + (map1_dataDx1.s3 << 2) + src_offset));
float4 dst_data = a * ud * vd + b * u * vd + c * ud * v + d * u * v ;
__global float4* D = (__global float4 *)((__global char*)dst + dstStart);
float4 dVal = *D;
int4 con = (Gx >= 0 && Gx < (dst_cols << 2) && y >= 0 && y < dst_rows);
dst_data = (convert_float4(con) != (float4)(0)) ? dst_data : dVal;
*D = dst_data;
}
}
__kernel void remapLNF1Constant_C1_D5(__global float* dst, __global float const * restrict  src,
__global float * map1, __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
x = x << 4;
int gx = x - (dst_offset&15);
int4 Gx = (int4)(gx, gx+4, gx+8, gx+12);
float4 nval =convert_float4(nVal);
float4 val = (float4)(nval.s0);
int dstStart = y * dst_step + x  + dst_offset - (dst_offset & 15);
int map1Start = y * map1_step + x + map1_offset - (dst_offset & 15);
float4 map1_data;
float4 map2_data;
map1_data = *((__global float4 *)((__global char*)map1 + map1Start));
map2_data = *((__global float4 *)((__global char*)map2 + map1Start));
float8 map_data = (float8)(map1_data.s0, map2_data.s0, map1_data.s1, map2_data.s1, map1_data.s2, map2_data.s2, map1_data.s3, map2_data.s3);
int8 map1_dataD = convert_int8(map_data);
float8 temp = map_data - convert_float8(map1_dataD);
float4 u = temp.even;
float4 v = temp.odd;
float4 ud = (float4)(1.0) - u;
float4 vd = (float4)(1.0) - v;
int4 map1_dataDx = map1_dataD.even;
int4 map1_dataDy = map1_dataD.odd;
int4 map1_dataDx1 = map1_dataDx + (int4)(1);
int4 map1_dataDy1 = map1_dataDy + (int4)(1);
float4 a = val, b = val, c = val, d = val;
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
a.s0 = *((__global float*)((__global uchar *)src + map1_dataDy.s0 * src_step + (map1_dataDx.s0 << 2) + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
a.s1 = *((__global float*)((__global uchar *)src + map1_dataDy.s1 * src_step + (map1_dataDx.s1 << 2) + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
a.s2 = *((__global float*)((__global uchar *)src + map1_dataDy.s2 * src_step + (map1_dataDx.s2 << 2) + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
a.s3 = *((__global float*)((__global uchar *)src + map1_dataDy.s3 * src_step + (map1_dataDx.s3 << 2) + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy.s0 < src_rows && map1_dataDy.s0 >= 0)
b.s0 = *((__global float*)((__global uchar *)src + map1_dataDy.s0 * src_step + (map1_dataDx1.s0 << 2) + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy.s1 < src_rows && map1_dataDy.s1 >= 0)
b.s1 = *((__global float*)((__global uchar *)src + map1_dataDy.s1 * src_step + (map1_dataDx1.s1 << 2) + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy.s2 < src_rows && map1_dataDy.s2 >= 0)
b.s2 = *((__global float*)((__global uchar *)src + map1_dataDy.s2 * src_step + (map1_dataDx1.s2 << 2) + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy.s3 < src_rows && map1_dataDy.s3 >= 0)
b.s3 = *((__global float*)((__global uchar *)src + map1_dataDy.s3 * src_step + (map1_dataDx1.s3 << 2) + src_offset));
if (map1_dataDx.s0 < src_cols && map1_dataDx.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
c.s0 = *((__global float*)((__global uchar *)src + map1_dataDy1.s0 * src_step + (map1_dataDx.s0 << 2) + src_offset));
if (map1_dataDx.s1 < src_cols && map1_dataDx.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
c.s1 = *((__global float*)((__global uchar *)src + map1_dataDy1.s1 * src_step + (map1_dataDx.s1 << 2) + src_offset));
if (map1_dataDx.s2 < src_cols && map1_dataDx.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
c.s2 = *((__global float*)((__global uchar *)src + map1_dataDy1.s2 * src_step + (map1_dataDx.s2 << 2) + src_offset));
if (map1_dataDx.s3 < src_cols && map1_dataDx.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
c.s3 = *((__global float*)((__global uchar *)src + map1_dataDy1.s3 * src_step + (map1_dataDx.s3 << 2) + src_offset));
if (map1_dataDx1.s0 < src_cols && map1_dataDx1.s0 >= 0 && map1_dataDy1.s0 < src_rows && map1_dataDy1.s0 >= 0)
d.s0 = *((__global float*)((__global uchar *)src + map1_dataDy1.s0 * src_step + (map1_dataDx1.s0 << 2) + src_offset));
if (map1_dataDx1.s1 < src_cols && map1_dataDx1.s1 >= 0 && map1_dataDy1.s1 < src_rows && map1_dataDy1.s1 >= 0)
d.s1 = *((__global float*)((__global uchar *)src + map1_dataDy1.s1 * src_step + (map1_dataDx1.s1 << 2) + src_offset));
if (map1_dataDx1.s2 < src_cols && map1_dataDx1.s2 >= 0 && map1_dataDy1.s2 < src_rows && map1_dataDy1.s2 >= 0)
d.s2 = *((__global float*)((__global uchar *)src + map1_dataDy1.s2 * src_step + (map1_dataDx1.s2 << 2) + src_offset));
if (map1_dataDx1.s3 < src_cols && map1_dataDx1.s3 >= 0 && map1_dataDy1.s3 < src_rows && map1_dataDy1.s3 >= 0)
d.s3 = *((__global float*)((__global uchar *)src + map1_dataDy1.s3 * src_step + (map1_dataDx1.s3 << 2) + src_offset));
float4 dst_data = a * ud * vd + b * u * vd + c * ud * v + d * u * v ;
__global float4* D = (__global float4 *)((__global char*)dst + dstStart);
float4 dVal = *D;
int4 con = (Gx >= 0 && Gx < (dst_cols << 2) && y >= 0 && y < dst_rows);
dst_data = (convert_float4(con) != (float4)(0)) ? dst_data : dVal;
*D = dst_data;
}
}
__kernel void remapLNFConstant_C4_D5(__global float * dst, __global float const * restrict  src,
__global float * map1, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 4) + dst_offset  ;
int mapIdx = y * map1_step + (x << 3) + map1_offset ;
float2 map_data = *((__global float2 *)((__global char*)map1 + mapIdx));
int2 map_dataA = convert_int2(map_data);
float2 u = map_data - convert_float2(map_dataA);
int2 map_dataB = (int2)(map_dataA.x + 1, map_dataA.y);
int2 map_dataC = (int2)(map_dataA.x, map_dataA.y + 1);
int2 map_dataD = (int2)(map_dataA.x + 1, map_dataA.y +1);
float4 nval = convert_float4(nVal);
float4 a, b, c , d;
if(map_dataA.x < 0 || map_dataA.x >= src_cols || map_dataA.y >= src_rows || map_dataA.y < 0)
a = nval;
else
a = *((__global float4 *)((__global uchar *)src + map_dataA.y * src_step + (map_dataA.x<<4) + src_offset ));
if(map_dataB.x < 0 || map_dataB.x >= src_cols || map_dataB.y >= src_rows || map_dataB.y < 0)
b = nval;
else
b = *((__global float4 *)((__global uchar *)src + map_dataB.y * src_step + (map_dataB.x<<4) + src_offset ));
if(map_dataC.x < 0 || map_dataC.x >= src_cols || map_dataC.y >= src_rows || map_dataC.y < 0)
c = nval;
else
c = *((__global float4 *)((__global uchar *)src + map_dataC.y * src_step + (map_dataC.x<<4) + src_offset ));
if(map_dataD.x < 0 || map_dataD.x >= src_cols || map_dataD.y >= src_rows || map_dataD.y < 0)
d = nval;
else
d = *((__global float4 *)((__global uchar *)src + map_dataD.y * src_step + (map_dataD.x<<4) + src_offset ));
float4 dst_data = a * ((float4)(1.0-u.x)) * ((float4)(1.0-u.y)) + b *((float4)(u.x)) * ((float4)(1.0-u.y)) + c * ((float4)(1.0-u.x)) *((float4)(u.y)) + d *((float4)(u.x)) *((float4)(u.y));
*((__global float4 *)((__global uchar*)dst + dstIdx)) =  dst_data ;
}
}
__kernel void remapLNF1Constant_C4_D5(__global float * dst, __global float const * restrict  src,
__global float * map1, __global float * map2, int dst_offset, int src_offset, int map1_offset, int dst_step, int src_step,
int map1_step, int src_cols, int src_rows, int dst_cols, int dst_rows, int map1_cols, int map1_rows , int threadCols, F4 nVal)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < threadCols && y < dst_rows)
{
int dstIdx = y * dst_step + (x << 4) + dst_offset  ;
int mapIdx = y * map1_step + (x << 2) + map1_offset ;
float map1_data = *((__global float *)((__global char*)map1 + mapIdx));
float map2_data = *((__global float *)((__global char*)map2 + mapIdx));
float2 map_data = (float2)(map1_data, map2_data);
int2 map_dataA = convert_int2(map_data);
float2 u = map_data - convert_float2(map_dataA);
int2 map_dataB = (int2)(map_dataA.x + 1, map_dataA.y);
int2 map_dataC = (int2)(map_dataA.x, map_dataA.y + 1);
int2 map_dataD = (int2)(map_dataA.x + 1, map_dataA.y +1);
float4 nval = convert_float4(nVal);
float4 a, b, c , d;
if(map_dataA.x < 0 || map_dataA.x >= src_cols || map_dataA.y >= src_rows || map_dataA.y < 0)
a = nval;
else
a = *((__global float4 *)((__global uchar *)src + map_dataA.y * src_step + (map_dataA.x<<4) + src_offset ));
if(map_dataB.x < 0 || map_dataB.x >= src_cols || map_dataB.y >= src_rows || map_dataB.y < 0)
b = nval;
else
b = *((__global float4 *)((__global uchar *)src + map_dataB.y * src_step + (map_dataB.x<<4) + src_offset ));
if(map_dataC.x < 0 || map_dataC.x >= src_cols || map_dataC.y >= src_rows || map_dataC.y < 0)
c = nval;
else
c = *((__global float4 *)((__global uchar *)src + map_dataC.y * src_step + (map_dataC.x<<4) + src_offset ));
if(map_dataD.x < 0 || map_dataD.x >= src_cols || map_dataD.y >= src_rows || map_dataD.y < 0)
d = nval;
else
d = *((__global float4 *)((__global uchar *)src + map_dataD.y * src_step + (map_dataD.x<<4) + src_offset ));
float4 dst_data = a * ((float4)(1.0-u.x)) * ((float4)(1.0-u.y)) + b *((float4)(u.x)) * ((float4)(1.0-u.y)) + c * ((float4)(1.0-u.x)) *((float4)(u.y)) + d *((float4)(u.x)) *((float4)(u.y));
*((__global float4 *)((__global uchar*)dst + dstIdx)) =  dst_data ;
}
}
#define op(a,b) {mid=a; a=min(a,b); b=max(mid,b);}
__kernel void medianFilter3_C4_D0(__global uchar4 * src, __global uchar4 * dst,  int srcOffset, int dstOffset, int cols,
int rows, int srcStep, int dstStep)
{
__local uchar4 data[18][18];
__global uchar4* source=src + srcOffset;
int dx = get_global_id(0) - get_local_id(0) -1;
int dy = get_global_id(1) - get_local_id(1) -1;
const int id = min((int)(get_local_id(0)*16+get_local_id(1)), 9*18-1);
int dr=id/18;
int dc=id%18;
int r=clamp(dy+dr, 0, rows-1);
int c=clamp(dx+dc, 0, cols-1);
data[dr][dc] = source[r*srcStep + c];
r=clamp(dy+dr+9, 0, rows-1);
data[dr+9][dc] = source[r*srcStep + c];
barrier(CLK_LOCAL_MEM_FENCE);
int x =get_local_id(0);
int y =get_local_id(1);
uchar4 p0=data[y][x], p1=data[y][x+1], p2=data[y][x+2];
uchar4 p3=data[y+1][x], p4=data[y+1][x+1], p5=data[y+1][x+2];
uchar4 p6=data[y+2][x], p7=data[y+2][x+1], p8=data[y+2][x+2];
uchar4 mid;
op(p1, p2); op(p4, p5); op(p7, p8); op(p0, p1);
op(p3, p4); op(p6, p7); op(p1, p2); op(p4, p5);
op(p7, p8); op(p0, p3); op(p5, p8); op(p4, p7);
op(p3, p6); op(p1, p4); op(p2, p5); op(p4, p7);
op(p4, p2); op(p6, p4); op(p4, p2);
if(get_global_id(1)> LOG_NUM_BANKS)
kernel void integral_sum_cols_D4(__global uchar4 *src,__global int *sum ,
int src_offset,int pre_invalid,int rows,int cols,int src_step,int dst_step)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
int4 src_t[2], sum_t[2];
__local int4 lm_sum[2][LSIZE + LOG_LSIZE];
__local int* sum_p;
src_step = src_step >> 2;
gid = gid << 1;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = (i + lid < rows ? convert_int4(src[src_offset + (lid+i) * src_step + gid]) : 0);
src_t[1] = (i + lid < rows ? convert_int4(src[src_offset + (lid+i) * src_step + gid + 1]) : 0);
sum_t[0] =  (i == 0 ? 0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? 0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sum[1][bf_loc] = src_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid > 0 && (i+lid) <= rows)
{
int loc_s0 = gid * dst_step + i + lid - 1 - pre_invalid * dst_step / 4, loc_s1 = loc_s0 + dst_step ;
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
sum_p = (__local int*)(&(lm_sum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k >= cols + pre_invalid || gid * 4 + k < pre_invalid) continue;
sum[loc_s0 + k * dst_step / 4] = sum_p[k];
}
sum_p = (__local int*)(&(lm_sum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k + 4 >= cols + pre_invalid) break;
sum[loc_s1 + k * dst_step / 4] = sum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_sum_rows_D4(__global int4 *srcsum,__global int *sum ,
int rows,int cols,int src_step,int sum_step,
int sum_offset)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
int4 src_t[2], sum_t[2];
__local int4 lm_sum[2][LSIZE + LOG_LSIZE];
__local int *sum_p;
src_step = src_step >> 4;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2] : 0;
src_t[1] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2 + 1] : 0;
sum_t[0] =  (i == 0 ? 0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? 0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sum[1][bf_loc] = src_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gid == 0 && (i + lid) <= rows)
{
sum[sum_offset + i + lid] = 0;
}
if(i + lid == 0)
{
int loc0 = gid * 2 * sum_step;
for(int k = 1; k <= 8; k++)
{
if(gid * 8 + k > cols) break;
sum[sum_offset + loc0 + k * sum_step / 4] = 0;
}
}
if(lid > 0 && (i+lid) <= rows)
{
int loc_s0 = sum_offset + gid * 2 * sum_step + sum_step / 4 + i + lid, loc_s1 = loc_s0 + sum_step ;
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
sum_p = (__local int*)(&(lm_sum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + k >= cols) break;
sum[loc_s0 + k * sum_step / 4] = sum_p[k];
}
sum_p = (__local int*)(&(lm_sum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + 4 + k >= cols) break;
sum[loc_s1 + k * sum_step / 4] = sum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_sum_cols_D5(__global uchar4 *src,__global float *sum ,
int src_offset,int pre_invalid,int rows,int cols,int src_step,int dst_step)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
float4 src_t[2], sum_t[2];
__local float4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float* sum_p;
src_step = src_step >> 2;
gid = gid << 1;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = (i + lid < rows ? convert_float4(src[src_offset + (lid+i) * src_step + gid]) : (float4)0);
src_t[1] = (i + lid < rows ? convert_float4(src[src_offset + (lid+i) * src_step + gid + 1]) : (float4)0);
sum_t[0] =  (i == 0 ? (float4)0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? (float4)0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sum[1][bf_loc] = src_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid > 0 && (i+lid) <= rows)
{
int loc_s0 = gid * dst_step + i + lid - 1 - pre_invalid * dst_step / 4, loc_s1 = loc_s0 + dst_step ;
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
sum_p = (__local float*)(&(lm_sum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k >= cols + pre_invalid || gid * 4 + k < pre_invalid) continue;
sum[loc_s0 + k * dst_step / 4] = sum_p[k];
}
sum_p = (__local float*)(&(lm_sum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k + 4 >= cols + pre_invalid) break;
sum[loc_s1 + k * dst_step / 4] = sum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_sum_rows_D5(__global float4 *srcsum,__global float *sum ,
int rows,int cols,int src_step,int sum_step,
int sum_offset)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
float4 src_t[2], sum_t[2];
__local float4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float *sum_p;
src_step = src_step >> 4;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2] : (float4)0;
src_t[1] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2 + 1] : (float4)0;
sum_t[0] =  (i == 0 ? (float4)0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? (float4)0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sum[1][bf_loc] = src_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gid == 0 && (i + lid) <= rows)
{
sum[sum_offset + i + lid] = 0;
}
if(i + lid == 0)
{
int loc0 = gid * 2 * sum_step;
for(int k = 1; k <= 8; k++)
{
if(gid * 8 + k > cols) break;
sum[sum_offset + loc0 + k * sum_step / 4] = 0;
}
}
if(lid > 0 && (i+lid) <= rows)
{
int loc_s0 = sum_offset + gid * 2 * sum_step + sum_step / 4 + i + lid, loc_s1 = loc_s0 + sum_step ;
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
sum_p = (__local float*)(&(lm_sum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + k >= cols) break;
sum[loc_s0 + k * sum_step / 4] = sum_p[k];
}
sum_p = (__local float*)(&(lm_sum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + 4 + k >= cols) break;
sum[loc_s1 + k * sum_step / 4] = sum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#define LSIZE 256
#define LSIZE_1 255
#define LSIZE_2 254
#define HF_LSIZE 128
#define LOG_LSIZE 8
#define LOG_NUM_BANKS 5
#define NUM_BANKS 32
#define GET_CONFLICT_OFFSET(lid) ((lid) >> LOG_NUM_BANKS)
kernel void integral_cols_D4(__global uchar4 *src,__global int *sum ,__global float *sqsum,
int src_offset,int pre_invalid,int rows,int cols,int src_step,int dst_step)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
int4 src_t[2], sum_t[2];
float4 sqsum_t[2];
__local int4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float4 lm_sqsum[2][LSIZE + LOG_LSIZE];
__local int* sum_p;
__local float* sqsum_p;
src_step = src_step >> 2;
gid = gid << 1;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = (i + lid < rows ? convert_int4(src[src_offset + (lid+i) * src_step + min(gid, (uint)cols - 1)]) : 0);
src_t[1] = (i + lid < rows ? convert_int4(src[src_offset + (lid+i) * src_step + min(gid + 1, (uint)cols - 1)]) : 0);
sum_t[0] = (i == 0 ? 0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sqsum_t[0] = (i == 0 ? (float4)0 : lm_sqsum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? 0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
sqsum_t[1] =  (i == 0 ? (float4)0 : lm_sqsum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sqsum[0][bf_loc] = convert_float4(src_t[0] * src_t[0]);
lm_sum[1][bf_loc] = src_t[1];
lm_sqsum[1][bf_loc] = convert_float4(src_t[1] * src_t[1]);
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi]  +=  lm_sqsum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
lm_sqsum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi] += lm_sqsum[lid >> 7][ai];
lm_sqsum[lid >> 7][ai] = lm_sqsum[lid >> 7][bi] - lm_sqsum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int loc_s0 = gid * dst_step + i + lid - 1 - pre_invalid * dst_step / 4, loc_s1 = loc_s0 + dst_step ;
if(lid > 0 && (i+lid) <= rows)
{
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
lm_sqsum[0][bf_loc] += sqsum_t[0];
lm_sqsum[1][bf_loc] += sqsum_t[1];
sum_p = (__local int*)(&(lm_sum[0][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k >= cols + pre_invalid || gid * 4 + k < pre_invalid) continue;
sum[loc_s0 + k * dst_step / 4] = sum_p[k];
sqsum[loc_s0 + k * dst_step / 4] = sqsum_p[k];
}
sum_p = (__local int*)(&(lm_sum[1][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k + 4 >= cols + pre_invalid) break;
sum[loc_s1 + k * dst_step / 4] = sum_p[k];
sqsum[loc_s1 + k * dst_step / 4] = sqsum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_rows_D4(__global int4 *srcsum,__global float4 * srcsqsum,__global int *sum ,
__global float *sqsum,int rows,int cols,int src_step,int sum_step,
int sqsum_step,int sum_offset,int sqsum_offset)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
int4 src_t[2], sum_t[2];
float4 sqsrc_t[2],sqsum_t[2];
__local int4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float4 lm_sqsum[2][LSIZE + LOG_LSIZE];
__local int *sum_p;
__local float *sqsum_p;
src_step = src_step >> 4;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2] : (int4)0;
sqsrc_t[0] = i + lid < rows ? srcsqsum[(lid+i) * src_step + gid * 2] : (float4)0;
src_t[1] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2 + 1] : (int4)0;
sqsrc_t[1] = i + lid < rows ? srcsqsum[(lid+i) * src_step + gid * 2 + 1] : (float4)0;
sum_t[0] =  (i == 0 ? 0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sqsum_t[0] =  (i == 0 ? (float4)0 : lm_sqsum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? 0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
sqsum_t[1] =  (i == 0 ? (float4)0 : lm_sqsum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sqsum[0][bf_loc] = sqsrc_t[0];
lm_sum[1][bf_loc] = src_t[1];
lm_sqsum[1][bf_loc] = sqsrc_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi]  +=  lm_sqsum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
lm_sqsum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi] += lm_sqsum[lid >> 7][ai];
lm_sqsum[lid >> 7][ai] = lm_sqsum[lid >> 7][bi] - lm_sqsum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gid == 0 && (i + lid) <= rows)
{
sum[sum_offset + i + lid] = 0;
sqsum[sqsum_offset + i + lid] = 0;
}
if(i + lid == 0)
{
int loc0 = gid * 2 * sum_step;
int loc1 = gid * 2 * sqsum_step;
for(int k = 1; k <= 8; k++)
{
if(gid * 8 + k > cols) break;
sum[sum_offset + loc0 + k * sum_step / 4] = 0;
sqsum[sqsum_offset + loc1 + k * sqsum_step / 4] = 0;
}
}
int loc_s0 = sum_offset + gid * 2 * sum_step + sum_step / 4 + i + lid, loc_s1 = loc_s0 + sum_step ;
int loc_sq0 = sqsum_offset + gid * 2 * sqsum_step + sqsum_step / 4 + i + lid, loc_sq1 = loc_sq0 + sqsum_step ;
if(lid > 0 && (i+lid) <= rows)
{
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
lm_sqsum[0][bf_loc] += sqsum_t[0];
lm_sqsum[1][bf_loc] += sqsum_t[1];
sum_p = (__local int*)(&(lm_sum[0][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + k >= cols) break;
sum[loc_s0 + k * sum_step / 4] = sum_p[k];
sqsum[loc_sq0 + k * sqsum_step / 4] = sqsum_p[k];
}
sum_p = (__local int*)(&(lm_sum[1][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + 4 + k >= cols) break;
sum[loc_s1 + k * sum_step / 4] = sum_p[k];
sqsum[loc_sq1 + k * sqsum_step / 4] = sqsum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_cols_D5(__global uchar4 *src,__global float *sum ,__global float *sqsum,
int src_offset,int pre_invalid,int rows,int cols,int src_step,int dst_step)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
float4 src_t[2], sum_t[2];
float4 sqsum_t[2];
__local float4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float4 lm_sqsum[2][LSIZE + LOG_LSIZE];
__local float* sum_p;
__local float* sqsum_p;
src_step = src_step >> 2;
gid = gid << 1;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = (i + lid < rows ? convert_float4(src[src_offset + (lid+i) * src_step + min(gid, (uint)cols - 1)]) : (float4)0);
src_t[1] = (i + lid < rows ? convert_float4(src[src_offset + (lid+i) * src_step + min(gid + 1, (uint)cols - 1)]) : (float4)0);
sum_t[0] = (i == 0 ? (float4)0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sqsum_t[0] = (i == 0 ? (float4)0 : lm_sqsum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? (float4)0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
sqsum_t[1] =  (i == 0 ? (float4)0 : lm_sqsum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sqsum[0][bf_loc] = convert_float4(src_t[0] * src_t[0]);
lm_sum[1][bf_loc] = src_t[1];
lm_sqsum[1][bf_loc] = convert_float4(src_t[1] * src_t[1]);
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi]  +=  lm_sqsum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
lm_sqsum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi] += lm_sqsum[lid >> 7][ai];
lm_sqsum[lid >> 7][ai] = lm_sqsum[lid >> 7][bi] - lm_sqsum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int loc_s0 = gid * dst_step + i + lid - 1 - pre_invalid * dst_step / 4, loc_s1 = loc_s0 + dst_step ;
if(lid > 0 && (i+lid) <= rows)
{
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
lm_sqsum[0][bf_loc] += sqsum_t[0];
lm_sqsum[1][bf_loc] += sqsum_t[1];
sum_p = (__local float*)(&(lm_sum[0][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k >= cols + pre_invalid || gid * 4 + k < pre_invalid) continue;
sum[loc_s0 + k * dst_step / 4] = sum_p[k];
sqsum[loc_s0 + k * dst_step / 4] = sqsum_p[k];
}
sum_p = (__local float*)(&(lm_sum[1][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 4 + k + 4 >= cols + pre_invalid) break;
sum[loc_s1 + k * dst_step / 4] = sum_p[k];
sqsum[loc_s1 + k * dst_step / 4] = sqsum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
kernel void integral_rows_D5(__global float4 *srcsum,__global float4 * srcsqsum,__global float *sum ,
__global float *sqsum,int rows,int cols,int src_step,int sum_step,
int sqsum_step,int sum_offset,int sqsum_offset)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
float4 src_t[2], sum_t[2];
float4 sqsrc_t[2],sqsum_t[2];
__local float4 lm_sum[2][LSIZE + LOG_LSIZE];
__local float4 lm_sqsum[2][LSIZE + LOG_LSIZE];
__local float *sum_p;
__local float *sqsum_p;
src_step = src_step >> 4;
for(int i = 0; i < rows; i =i + LSIZE_1)
{
src_t[0] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2] : (float4)0;
sqsrc_t[0] = i + lid < rows ? srcsqsum[(lid+i) * src_step + gid * 2] : (float4)0;
src_t[1] = i + lid < rows ? srcsum[(lid+i) * src_step + gid * 2 + 1] : (float4)0;
sqsrc_t[1] = i + lid < rows ? srcsqsum[(lid+i) * src_step + gid * 2 + 1] : (float4)0;
sum_t[0] =  (i == 0 ? (float4)0 : lm_sum[0][LSIZE_2 + LOG_LSIZE]);
sqsum_t[0] =  (i == 0 ? (float4)0 : lm_sqsum[0][LSIZE_2 + LOG_LSIZE]);
sum_t[1] =  (i == 0 ? (float4)0 : lm_sum[1][LSIZE_2 + LOG_LSIZE]);
sqsum_t[1] =  (i == 0 ? (float4)0 : lm_sqsum[1][LSIZE_2 + LOG_LSIZE]);
barrier(CLK_LOCAL_MEM_FENCE);
int bf_loc = lid + GET_CONFLICT_OFFSET(lid);
lm_sum[0][bf_loc] = src_t[0];
lm_sqsum[0][bf_loc] = sqsrc_t[0];
lm_sum[1][bf_loc] = src_t[1];
lm_sqsum[1][bf_loc] = sqsrc_t[1];
int offset = 1;
for(int d = LSIZE >> 1 ;  d > 0; d>>=1)
{
barrier(CLK_LOCAL_MEM_FENCE);
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi]  +=  lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi]  +=  lm_sqsum[lid >> 7][ai];
}
offset <<= 1;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 2)
{
lm_sum[lid][LSIZE_2 + LOG_LSIZE] = 0;
lm_sqsum[lid][LSIZE_2 + LOG_LSIZE] = 0;
}
for(int d = 1;  d < LSIZE; d <<= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
offset >>= 1;
int ai = offset * (((lid & 127)<<1) +1) - 1,bi = ai + offset;
ai += GET_CONFLICT_OFFSET(ai);
bi += GET_CONFLICT_OFFSET(bi);
if((lid & 127) < d)
{
lm_sum[lid >> 7][bi] += lm_sum[lid >> 7][ai];
lm_sum[lid >> 7][ai] = lm_sum[lid >> 7][bi] - lm_sum[lid >> 7][ai];
lm_sqsum[lid >> 7][bi] += lm_sqsum[lid >> 7][ai];
lm_sqsum[lid >> 7][ai] = lm_sqsum[lid >> 7][bi] - lm_sqsum[lid >> 7][ai];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gid == 0 && (i + lid) <= rows)
{
sum[sum_offset + i + lid] = 0;
sqsum[sqsum_offset + i + lid] = 0;
}
if(i + lid == 0)
{
int loc0 = gid * 2 * sum_step;
int loc1 = gid * 2 * sqsum_step;
for(int k = 1; k <= 8; k++)
{
if(gid * 8 + k > cols) break;
sum[sum_offset + loc0 + k * sum_step / 4] = 0;
sqsum[sqsum_offset + loc1 + k * sqsum_step / 4] = 0;
}
}
int loc_s0 = sum_offset + gid * 2 * sum_step + sum_step / 4 + i + lid, loc_s1 = loc_s0 + sum_step ;
int loc_sq0 = sqsum_offset + gid * 2 * sqsum_step + sqsum_step / 4 + i + lid, loc_sq1 = loc_sq0 + sqsum_step ;
if(lid > 0 && (i+lid) <= rows)
{
lm_sum[0][bf_loc] += sum_t[0];
lm_sum[1][bf_loc] += sum_t[1];
lm_sqsum[0][bf_loc] += sqsum_t[0];
lm_sqsum[1][bf_loc] += sqsum_t[1];
sum_p = (__local float*)(&(lm_sum[0][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[0][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + k >= cols) break;
sum[loc_s0 + k * sum_step / 4] = sum_p[k];
sqsum[loc_sq0 + k * sqsum_step / 4] = sqsum_p[k];
}
sum_p = (__local float*)(&(lm_sum[1][bf_loc]));
sqsum_p = (__local float*)(&(lm_sqsum[1][bf_loc]));
for(int k = 0; k < 4; k++)
{
if(gid * 8 + 4 + k >= cols) break;
sum[loc_s1 + k * sum_step / 4] = sum_p[k];
sqsum[loc_sq1 + k * sqsum_step / 4] = sqsum_p[k];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
#define PARTIAL_HISTOGRAM256_COUNT     (256)
#define HISTOGRAM256_BIN_COUNT         (256)
#define HISTOGRAM256_WORK_GROUP_SIZE     (256)
#define HISTOGRAM256_LOCAL_MEM_SIZE      (HISTOGRAM256_BIN_COUNT)
#define NBANKS (16)
#define NBANKS_BIT (4)
__kernel __attribute__((reqd_work_group_size(HISTOGRAM256_BIN_COUNT,1,1)))void calc_sub_hist_D0(
__global const uint4* src,
int src_step, int src_offset,
__global int* globalHist,
int dataCount,  int cols,
int inc_x, int inc_y,
int hist_step)
{
__local int subhist[(HISTOGRAM256_BIN_COUNT << NBANKS_BIT)];
int gid = get_global_id(0);
int lid = get_local_id(0);
int gx  = get_group_id(0);
int gsize = get_global_size(0);
int lsize  = get_local_size(0);
const int shift = 8;
const int mask = HISTOGRAM256_BIN_COUNT-1;
int offset = (lid & (NBANKS-1));
uint4 data, temp1, temp2, temp3, temp4;
src += src_offset;
for(int i=0, idx=lid; i<(NBANKS >> 2); i++, idx += lsize)
{
subhist[idx] = 0;
subhist[idx+=lsize] = 0;
subhist[idx+=lsize] = 0;
subhist[idx+=lsize] = 0;
}
barrier(CLK_LOCAL_MEM_FENCE);
int y = gid/cols;
int x = gid - mul24(y, cols);
for(int idx=gid; idx>= shift;
temp2 = ((data & mask) << NBANKS_BIT) + offset;
data >>= shift;
temp3 = ((data & mask) << NBANKS_BIT) + offset;
data >>= shift;
temp4 = ((data & mask) << NBANKS_BIT) + offset;
atomic_inc(subhist + temp1.x);
atomic_inc(subhist + temp1.y);
atomic_inc(subhist + temp1.z);
atomic_inc(subhist + temp1.w);
atomic_inc(subhist + temp2.x);
atomic_inc(subhist + temp2.y);
atomic_inc(subhist + temp2.z);
atomic_inc(subhist + temp2.w);
atomic_inc(subhist + temp3.x);
atomic_inc(subhist + temp3.y);
atomic_inc(subhist + temp3.z);
atomic_inc(subhist + temp3.w);
atomic_inc(subhist + temp4.x);
atomic_inc(subhist + temp4.y);
atomic_inc(subhist + temp4.z);
atomic_inc(subhist + temp4.w);
x += inc_x;
int off = ((x>=cols) ? -1 : 0);
x = mad24(off, cols, x);
y += inc_y - off;
}
barrier(CLK_LOCAL_MEM_FENCE);
int bin1=0, bin2=0, bin3=0, bin4=0;
for(int i=0; i=left_col) ? (gidx+cols) : gidx);
if(gidy 0; stride >>= 1)
{
barrier(CLK_LOCAL_MEM_FENCE);
if(lx < stride)
data[lx] += data[lx + stride];
}
if(lx == 0)
hist[gx] = data[0];
}
__kernel __attribute__((reqd_work_group_size(256,1,1)))void calLUT(
__global uchar * dst,
__constant int * hist,
int total)
{
int lid = get_local_id(0);
__local int sumhist[HISTOGRAM256_BIN_COUNT+1];
sumhist[lid]=hist[lid];
barrier(CLK_LOCAL_MEM_FENCE);
if(lid==0)
{
int sum = 0;
int i = 0;
while (!sumhist[i]) ++i;
sumhist[HISTOGRAM256_BIN_COUNT] = sumhist[i];
for(sumhist[i++] = 0; i 0 && i < rows - 1 && j > 0 && j < cols - 1
#if WITH_MASK
&& mask[i * mask_strip + j] != 0
#endif
)
{
const float val = ELEM_INT2(eig, j, i);
if (val > threshold)
{
float maxVal = val;
maxVal = fmax(ELEM_INT2(eig, j - 1, i - 1), maxVal);
maxVal = fmax(ELEM_INT2(eig, j    , i - 1), maxVal);
maxVal = fmax(ELEM_INT2(eig, j + 1, i - 1), maxVal);
maxVal = fmax(ELEM_INT2(eig, j - 1, i), maxVal);
maxVal = fmax(ELEM_INT2(eig, j + 1, i), maxVal);
maxVal = fmax(ELEM_INT2(eig, j - 1, i + 1), maxVal);
maxVal = fmax(ELEM_INT2(eig, j    , i + 1), maxVal);
maxVal = fmax(ELEM_INT2(eig, j + 1, i + 1), maxVal);
if (val == maxVal)
{
const int ind = atomic_inc(g_counter);
if (ind < max_count)
corners[ind] = (float2)(j, i);
}
}
}
}
__kernel
void sortCorners_bitonicSort
(
image2d_t eig,
__global float2 * corners,
const int count,
const int stage,
const int passOfStage
)
{
const int threadId = get_global_id(0);
if(threadId >= count / 2)
{
return;
}
const int sortOrder = (((threadId/(1 << stage)) % 2)) == 1 ? 1 : 0;
const int pairDistance = 1 << (stage - passOfStage);
const int blockWidth   = 2 * pairDistance;
const int leftId = min( (threadId % pairDistance) 
+ (threadId / pairDistance) * blockWidth, count );
const int rightId = min( leftId + pairDistance, count );
const float2 leftPt  = corners[leftId];
const float2 rightPt = corners[rightId];
const float leftVal  = ELEM_FLT2(eig, leftPt);
const float rightVal = ELEM_FLT2(eig, rightPt);
const bool compareResult = leftVal > rightVal;
float2 greater = compareResult ? leftPt:rightPt;
float2 lesser  = compareResult ? rightPt:leftPt;
corners[leftId]  = sortOrder ? lesser : greater;
corners[rightId] = sortOrder ? greater : lesser;
}
__kernel
void sortCorners_selectionSortLocal
(
image2d_t eig,
__global float2 * corners,
const int count,
__local float2 * scratch
)
{
int          i  = get_local_id(0);
int numOfGroups = get_num_groups(0);
int groupID     = get_group_id(0);
int         wg  = get_local_size(0);
int n;
int offset   = groupID * wg;
int same     = 0;
corners      += offset;
n = (groupID == (numOfGroups-1))? (count - wg*(numOfGroups-1)) : wg;
float2 pt1, pt2;
pt1 = corners[min(i, n)];
scratch[i] = pt1;
barrier(CLK_LOCAL_MEM_FENCE);
if(i >= n)
{
return;
}
float val1 = ELEM_FLT2(eig, pt1);
float val2;
int pos = 0;
for (int j=0;j val1) 
pos++;
else 
{
if(val1 > val2)
continue;
else 
{
same++;
}
}
}
for (int j=0; j< same; j++)      
corners[pos + j] = pt1;
}
__kernel
void sortCorners_selectionSortFinal
(
image2d_t eig,
__global float2 * corners,
const int count
)
{
const int          i  = get_local_id(0);
const int numOfGroups = get_num_groups(0);
const int groupID     = get_group_id(0);
const int         wg  = get_local_size(0);
int pos = 0, same = 0;
const int offset = get_group_id(0) * wg;
const int remainder = count - wg*(numOfGroups-1);
if((offset + i ) >= count)
return;
float2 pt1, pt2;
pt1 = corners[groupID*wg + i];
float val1 = ELEM_FLT2(eig, pt1);
float val2;
for(int j=0; j val2)
break;
else
{
if( val2 > val1 )
pos++;
else 
same++;
}
}
}
for(int k=0; k val2)
break;
else
{
if(val2 > val1)
pos++;
else 
same++;
}
}  
for (int j=0; j< same; j++)      
corners[pos + j] = pt1;
}
#ifdef BORDER_CONSTANT
#define ELEM(i,l_edge,r_edge,elem1,elem2) (i)<(l_edge) | (i) >= (r_edge) ? (elem1) : (elem2)
#endif
#ifdef BORDER_REPLICATE
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? (l_edge) : (addr)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ? (r_edge)-1 : (addr)
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? -(i)-1 : (addr)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_REFLECT_101
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? -(i) : (addr)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? (i)+(r_edge) : (addr)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ?   (i)-(r_edge) : (addr)
#endif
__kernel void copymakeborder
(__global const GENTYPE *src,
__global GENTYPE *dst,
const int dst_cols,
const int dst_rows,
const int src_cols,
const int src_rows,
const int src_step_in_pixel,
const int src_offset_in_pixel,
const int dst_step_in_pixel,
const int dst_offset_in_pixel,
const int top,
const int left,
const GENTYPE val
)
{
int x = get_global_id(0);
int y = get_global_id(1);
int src_x = x-left;
int src_y = y-top;
int src_addr = mad24(src_y,src_step_in_pixel,src_x+src_offset_in_pixel);
int dst_addr = mad24(y,dst_step_in_pixel,x+dst_offset_in_pixel);
int con = (src_x >= 0) && (src_x < src_cols) && (src_y >= 0) && (src_y < src_rows);
if(con)
{
dst[dst_addr] = src[src_addr];
}
else
{
#ifdef BORDER_CONSTANT
if((x= 0) && (src_x+3 < src_cols) && (src_y >= 0) && (src_y < src_rows);
if(con)
{
uchar4 tmp = vload4(0,src+src_addr);
*(__global uchar4*)(dst+dst_addr) = tmp;
}
else
{
#ifdef BORDER_CONSTANT
if((((src_x<0) && (src_x+3>=0))||(src_x < src_cols) && (src_x+3 >= src_cols)) && (src_y >= 0) && (src_y < src_rows))
{
int4 addr;
uchar4 tmp;
addr.x = ((src_x < 0) || (src_x>= src_cols)) ? 0 : src_addr;
addr.y = ((src_x+1 < 0) || (src_x+1>= src_cols)) ? 0 : (src_addr+1);
addr.z = ((src_x+2 < 0) || (src_x+2>= src_cols)) ? 0 : (src_addr+2);
addr.w = ((src_x+3 < 0) || (src_x+3>= src_cols)) ? 0 : (src_addr+3);
tmp.x = src[addr.x];
tmp.y = src[addr.y];
tmp.z = src[addr.z];
tmp.w = src[addr.w];
tmp.x = (src_x >=0)&&(src_x  < src_cols) ? tmp.x : val;
tmp.y = (src_x+1 >=0)&&(src_x +1 < src_cols) ? tmp.y : val;
tmp.z = (src_x+2 >=0)&&(src_x +2 < src_cols) ? tmp.z : val;
tmp.w = (src_x+3 >=0)&&(src_x +3 < src_cols) ? tmp.w : val;
*(__global uchar4*)(dst+dst_addr) = tmp;
}
else if((x> 2) + min(max(gx - 8, 0), cols - 1)];
smem[y][x + 16] = src[min(max(gy - 8, 0), rows - 1)*(src_step >> 2) + min(gx + 8, cols - 1)];
smem[y + 16][x] = src[min(gy + 8, rows - 1)*(src_step >> 2) + min(max(gx - 8, 0), cols - 1)];
smem[y + 16][x + 16] = src[min(gy + 8, rows - 1)*(src_step >> 2) + min(gx + 8, cols - 1)];
barrier(CLK_LOCAL_MEM_FENCE);
if (gx < cols && gy < rows)
{
float res = 0;
for (int i = 0; i < kHeight; ++i)
{
for (int j = 0; j < kWidth; ++j)
{
res += smem[y + 8 - kHeight / 2 + i][x + 8 - kWidth / 2 + j] * temp1[i * (k_step>>2) + j];
}
}
dst[gy*(dst_step >> 2)+gx] = res;
}
}
#pragma OPENCL EXTENSION cl_amd_printf : enable
#if defined (__ATI__)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#elif defined (__NVIDIA__)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void columnSum_C1_D5(__global float* src,__global float* dst,int srcCols,int srcRows,int srcStep,int dstStep)
{
const int x = get_global_id(0);
srcStep >>= 2;
dstStep >>= 2;
if (x < srcCols)
{
int srcIdx = x ;
int dstIdx = x ;
float sum = 0;
for (int y = 0; y < srcRows; ++y)
{
sum += src[srcIdx];
dst[dstIdx] = sum;
srcIdx += srcStep;
dstIdx += dstStep;
}
}
}
#ifndef WAVE_SIZE
#define WAVE_SIZE 1
#endif
int calc_lut(__local int* smem, int val, int tid)
{
smem[tid] = val;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid == 0)
{
for (int i = 1; i < 256; ++i)
{
smem[i] += smem[i - 1];
}
}
barrier(CLK_LOCAL_MEM_FENCE);
return smem[tid];
}
#ifdef CPU
void reduce(volatile __local int* smem, int val, int tid)
{
smem[tid] = val;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 128)
{ 
smem[tid] = val += smem[tid + 128];
} 
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 64)
{ 
smem[tid] = val += smem[tid + 64];
} 
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem[tid] += smem[tid + 32];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16)
{
smem[tid] += smem[tid + 16];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8)
{
smem[tid] += smem[tid + 8];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 4)
{
smem[tid] += smem[tid + 4];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 2)
{
smem[tid] += smem[tid + 2];
}
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 1)
{
smem[256] = smem[tid] + smem[tid + 1];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
#else
void reduce(__local volatile int* smem, int val, int tid)
{
smem[tid] = val;
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 128)
{ 
smem[tid] = val += smem[tid + 128];
} 
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 64)
{ 
smem[tid] = val += smem[tid + 64];
} 
barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 32)
{
smem[tid] += smem[tid + 32];
#if WAVE_SIZE < 32
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 16) {
#endif
smem[tid] += smem[tid + 16];
#if WAVE_SIZE < 16
} barrier(CLK_LOCAL_MEM_FENCE);
if (tid < 8) {
#endif
smem[tid] += smem[tid + 8];
smem[tid] += smem[tid + 4];
smem[tid] += smem[tid + 2];
smem[tid] += smem[tid + 1];
}
}
#endif
__kernel void calcLut(__global __const uchar * src, __global uchar * lut,
const int srcStep, const int dstStep,
const int2 tileSize, const int tilesX,
const int clipLimit, const float lutScale)
{
__local int smem[512];
const int tx = get_group_id(0);
const int ty = get_group_id(1);
const unsigned int tid = get_local_id(1) * get_local_size(0)
+ get_local_id(0);
smem[tid] = 0;
barrier(CLK_LOCAL_MEM_FENCE);
for (int i = get_local_id(1); i < tileSize.y; i += get_local_size(1))
{
__global const uchar* srcPtr = src + mad24( ty * tileSize.y + i,
srcStep, tx * tileSize.x );
for (int j = get_local_id(0); j < tileSize.x; j += get_local_size(0))
{
const int data = srcPtr[j];
atomic_inc(&smem[data]);
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int tHistVal = smem[tid];
barrier(CLK_LOCAL_MEM_FENCE);
if (clipLimit > 0)
{
int clipped = 0;
if (tHistVal > clipLimit)
{
clipped = tHistVal - clipLimit;
tHistVal = clipLimit;
}
reduce(smem, clipped, tid);
barrier(CLK_LOCAL_MEM_FENCE);
#ifdef CPU
clipped = smem[256];
#else
clipped = smem[0];
#endif
__local int totalClipped;
if (tid == 0)
totalClipped = clipped;
barrier(CLK_LOCAL_MEM_FENCE);
int redistBatch = totalClipped / 256;
tHistVal += redistBatch;
int residual = totalClipped - redistBatch * 256;
if (tid < residual)
++tHistVal;
}
const int lutVal = calc_lut(smem, tHistVal, tid);
uint ires = (uint)convert_int_rte(lutScale * lutVal);
lut[(ty * tilesX + tx) * dstStep + tid] =
convert_uchar(clamp(ires, (uint)0, (uint)255));
}
__kernel void transform(__global __const uchar * src,
__global uchar * dst,
__global uchar * lut,
const int srcStep, const int dstStep, const int lutStep,
const int cols, const int rows,
const int2 tileSize,
const int tilesX, const int tilesY)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if (x >= cols || y >= rows)
return;
const float tyf = (convert_float(y) / tileSize.y) - 0.5f;
int ty1 = convert_int_rtn(tyf);
int ty2 = ty1 + 1;
const float ya = tyf - ty1;
ty1 = max(ty1, 0);
ty2 = min(ty2, tilesY - 1);
const float txf = (convert_float(x) / tileSize.x) - 0.5f;
int tx1 = convert_int_rtn(txf);
int tx2 = tx1 + 1;
const float xa = txf - tx1;
tx1 = max(tx1, 0);
tx2 = min(tx2, tilesX - 1);
const int srcVal = src[mad24(y, srcStep, x)];
float res = 0;
res += lut[mad24(ty1 * tilesX + tx1, lutStep, srcVal)] * ((1.0f - xa) * (1.0f - ya));
res += lut[mad24(ty1 * tilesX + tx2, lutStep, srcVal)] * ((xa) * (1.0f - ya));
res += lut[mad24(ty2 * tilesX + tx1, lutStep, srcVal)] * ((1.0f - xa) * (ya));
res += lut[mad24(ty2 * tilesX + tx2, lutStep, srcVal)] * ((xa) * (ya));
uint ires = (uint)convert_int_rte(res);
dst[mad24(y, dstStep, x)] = convert_uchar(clamp(ires, (uint)0, (uint)255));
}
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics : enable
#pragma OPENCL EXTENSION cl_khr_local_int32_base_atomics : enable
#ifdef L2GRAD
inline float calc(int x, int y)
{
return sqrt((float)(x * x + y * y));
}
#else
inline float calc(int x, int y)
{
return (float)abs(x) + abs(y);
}
#endif
__kernel
void
__attribute__((reqd_work_group_size(16,16,1)))
calcSobelRowPass
(
__global const uchar * src,
__global int * dx_buf,
__global int * dy_buf,
int rows,
int cols,
int src_step,
int src_offset,
int dx_buf_step,
int dx_buf_offset,
int dy_buf_step,
int dy_buf_offset
)
{
dx_buf_step   /= sizeof(*dx_buf);
dx_buf_offset /= sizeof(*dx_buf);
dy_buf_step   /= sizeof(*dy_buf);
dy_buf_offset /= sizeof(*dy_buf);
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
__local int smem[16][18];
smem[lidy][lidx + 1] =
src[gidx + min(gidy, rows - 1) * src_step + src_offset];
if(lidx == 0)
{
smem[lidy][0]  =
src[max(gidx - 1,  0)        + min(gidy, rows - 1) * src_step + src_offset];
smem[lidy][17] =
src[min(gidx + 16, cols - 1) + min(gidy, rows - 1) * src_step + src_offset];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gidy < rows && gidx < cols)
{
dx_buf[gidx + gidy * dx_buf_step + dx_buf_offset] =
-smem[lidy][lidx] + smem[lidy][lidx + 2];
dy_buf[gidx + gidy * dy_buf_step + dy_buf_offset] =
smem[lidy][lidx] + 2 * smem[lidy][lidx + 1] + smem[lidy][lidx + 2];
}
}
__kernel
void
__attribute__((reqd_work_group_size(16,16,1)))
calcMagnitude_buf
(
__global const int * dx_buf,
__global const int * dy_buf,
__global int * dx,
__global int * dy,
__global float * mag,
int rows,
int cols,
int dx_buf_step,
int dx_buf_offset,
int dy_buf_step,
int dy_buf_offset,
int dx_step,
int dx_offset,
int dy_step,
int dy_offset,
int mag_step,
int mag_offset
)
{
dx_buf_step    /= sizeof(*dx_buf);
dx_buf_offset  /= sizeof(*dx_buf);
dy_buf_step    /= sizeof(*dy_buf);
dy_buf_offset  /= sizeof(*dy_buf);
dx_step    /= sizeof(*dx);
dx_offset  /= sizeof(*dx);
dy_step    /= sizeof(*dy);
dy_offset  /= sizeof(*dy);
mag_step   /= sizeof(*mag);
mag_offset /= sizeof(*mag);
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
__local int sdx[18][16];
__local int sdy[18][16];
sdx[lidy + 1][lidx] =
dx_buf[gidx + min(gidy, rows - 1) * dx_buf_step + dx_buf_offset];
sdy[lidy + 1][lidx] =
dy_buf[gidx + min(gidy, rows - 1) * dy_buf_step + dy_buf_offset];
if(lidy == 0)
{
sdx[0][lidx]  =
dx_buf[gidx + min(max(gidy-1,0),rows-1) * dx_buf_step + dx_buf_offset];
sdx[17][lidx] =
dx_buf[gidx + min(gidy + 16, rows - 1)  * dx_buf_step + dx_buf_offset];
sdy[0][lidx]  =
dy_buf[gidx + min(max(gidy-1,0),rows-1) * dy_buf_step + dy_buf_offset];
sdy[17][lidx] =
dy_buf[gidx + min(gidy + 16, rows - 1)  * dy_buf_step + dy_buf_offset];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gidx < cols && gidy < rows)
{
int x =  sdx[lidy][lidx] + 2 * sdx[lidy + 1][lidx] + sdx[lidy + 2][lidx];
int y = -sdy[lidy][lidx] + sdy[lidy + 2][lidx];
dx[gidx + gidy * dx_step + dx_offset] = x;
dy[gidx + gidy * dy_step + dy_offset] = y;
mag[(gidx + 1) + (gidy + 1) * mag_step + mag_offset] = calc(x, y);
}
}
__kernel
void calcMagnitude
(
__global const int * dx,
__global const int * dy,
__global float * mag,
int rows,
int cols,
int dx_step,
int dx_offset,
int dy_step,
int dy_offset,
int mag_step,
int mag_offset
)
{
dx_step    /= sizeof(*dx);
dx_offset  /= sizeof(*dx);
dy_step    /= sizeof(*dy);
dy_offset  /= sizeof(*dy);
mag_step   /= sizeof(*mag);
mag_offset /= sizeof(*mag);
int gidx = get_global_id(0);
int gidy = get_global_id(1);
if(gidy < rows && gidx < cols)
{
mag[(gidx + 1) + (gidy + 1) * mag_step + mag_offset] =
calc(
dx[gidx + gidy * dx_step + dx_offset],
dy[gidx + gidy * dy_step + dy_offset]
);
}
}
#define CANNY_SHIFT 15
#define TG22        (int)(0.4142135623730950488016887242097*(1< low_thresh)
{
const int tg22x = x * TG22;
const int tg67x = tg22x + (x << (1 + CANNY_SHIFT));
y <<= CANNY_SHIFT;
if(y < tg22x)
{
if(m > smem[lidy + 1][lidx] && m >= smem[lidy + 1][lidx + 2])
{
edge_type = 1 + (int)(m > high_thresh);
}
}
else if (y > tg67x)
{
if(m > smem[lidy][lidx + 1]&& m >= smem[lidy + 2][lidx + 1])
{
edge_type = 1 + (int)(m > high_thresh);
}
}
else
{
if(m > smem[lidy][lidx + 1 - s]&& m > smem[lidy + 2][lidx + 1 + s])
{
edge_type = 1 + (int)(m > high_thresh);
}
}
}
map[gidx + 1 + (gidy + 1) * map_step] = edge_type;
}
}
#undef CANNY_SHIFT
#undef TG22
__kernel
void
__attribute__((reqd_work_group_size(16,16,1)))
edgesHysteresisLocal
(
__global int * map,
__global ushort2 * st,
__global unsigned int * counter,
int rows,
int cols,
int map_step,
int map_offset
)
{
map_step   /= sizeof(*map);
map_offset /= sizeof(*map);
map += map_offset;
__local int smem[18][18];
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
int grp_idx = get_global_id(0) & 0xFFFFF0;
int grp_idy = get_global_id(1) & 0xFFFFF0;
int tid = lidx + lidy * 16;
int lx = tid % 18;
int ly = tid / 18;
if(ly < 14)
{
smem[ly][lx] =
map[grp_idx + lx + min(grp_idy + ly, rows - 1) * map_step];
}
if(ly < 4 && grp_idy + ly + 14 <= rows && grp_idx + lx <= cols)
{
smem[ly + 14][lx] =
map[grp_idx + lx + min(grp_idy + ly + 14, rows - 1) * map_step];
}
barrier(CLK_LOCAL_MEM_FENCE);
if(gidy < rows && gidx < cols)
{
int n;
#pragma unroll
for (int k = 0; k < 16; ++k)
{
n = 0;
if (smem[lidy + 1][lidx + 1] == 1)
{
n += smem[lidy    ][lidx    ] == 2;
n += smem[lidy    ][lidx + 1] == 2;
n += smem[lidy    ][lidx + 2] == 2;
n += smem[lidy + 1][lidx    ] == 2;
n += smem[lidy + 1][lidx + 2] == 2;
n += smem[lidy + 2][lidx    ] == 2;
n += smem[lidy + 2][lidx + 1] == 2;
n += smem[lidy + 2][lidx + 2] == 2;
}
if (n > 0)
smem[lidy + 1][lidx + 1] = 2;
}
const int e = smem[lidy + 1][lidx + 1];
map[gidx + 1 + (gidy + 1) * map_step] = e;
n = 0;
if(e == 2)
{
n += smem[lidy    ][lidx    ] == 1;
n += smem[lidy    ][lidx + 1] == 1;
n += smem[lidy    ][lidx + 2] == 1;
n += smem[lidy + 1][lidx    ] == 1;
n += smem[lidy + 1][lidx + 2] == 1;
n += smem[lidy + 2][lidx    ] == 1;
n += smem[lidy + 2][lidx + 1] == 1;
n += smem[lidy + 2][lidx + 2] == 1;
}
if(n > 0)
{
unsigned int ind = atomic_inc(counter);
st[ind] = (ushort2)(gidx + 1, gidy + 1);
}
}
}
__constant int c_dx[8] = {-1,  0,  1, -1, 1, -1, 0, 1};
__constant int c_dy[8] = {-1, -1, -1,  0, 0,  1, 1, 1};
#define stack_size 512
__kernel
void
__attribute__((reqd_work_group_size(128,1,1)))
edgesHysteresisGlobal
(
__global int * map,
__global ushort2 * st1,
__global ushort2 * st2,
__global int * counter,
int rows,
int cols,
int count,
int map_step,
int map_offset
)
{
map_step   /= sizeof(*map);
map_offset /= sizeof(*map);
map += map_offset;
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
int grp_idx = get_group_id(0);
int grp_idy = get_group_id(1);
__local unsigned int s_counter;
__local unsigned int s_ind;
__local ushort2 s_st[stack_size];
if(lidx == 0)
{
s_counter = 0;
}
barrier(CLK_LOCAL_MEM_FENCE);
int ind = mad24(grp_idy, (int)get_local_size(0), grp_idx);
if(ind < count)
{
ushort2 pos = st1[ind];
if (pos.x > 0 && pos.x <= cols && pos.y > 0 && pos.y <= rows)
{
if (lidx < 8)
{
pos.x += c_dx[lidx];
pos.y += c_dy[lidx];
if (map[pos.x + pos.y * map_step] == 1)
{
map[pos.x + pos.y * map_step] = 2;
ind = atomic_inc(&s_counter);
s_st[ind] = pos;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
while (s_counter > 0 && s_counter <= stack_size - get_local_size(0))
{
const int subTaskIdx = lidx >> 3;
const int portion = min(s_counter, (uint)(get_local_size(0)>> 3));
pos.x = pos.y = 0;
if (subTaskIdx < portion)
pos = s_st[s_counter - 1 - subTaskIdx];
barrier(CLK_LOCAL_MEM_FENCE);
if (lidx == 0)
s_counter -= portion;
barrier(CLK_LOCAL_MEM_FENCE);
if (pos.x > 0 && pos.x <= cols && pos.y > 0 && pos.y <= rows)
{
pos.x += c_dx[lidx & 7];
pos.y += c_dy[lidx & 7];
if (map[pos.x + pos.y * map_step] == 1)
{
map[pos.x + pos.y * map_step] = 2;
ind = atomic_inc(&s_counter);
s_st[ind] = pos;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if (s_counter > 0)
{
if (lidx == 0)
{
ind = atomic_add(counter, s_counter);
s_ind = ind - s_counter;
}
barrier(CLK_LOCAL_MEM_FENCE);
ind = s_ind;
for (int i = lidx; i < s_counter; i += get_local_size(0))
{
st2[ind + i] = s_st[i];
}
}
}
}
}
#undef stack_size
__kernel
void getEdges
(
__global const int * map,
__global uchar * dst,
int rows,
int cols,
int map_step,
int map_offset,
int dst_step,
int dst_offset
)
{
map_step   /= sizeof(*map);
map_offset /= sizeof(*map);
int gidx = get_global_id(0);
int gidy = get_global_id(1);
if(gidy < rows && gidx < cols)
{
dst[gidx + gidy * dst_step] = (uchar)(-(map[gidx + 1 + (gidy + 1) * map_step + map_offset] >> 1));
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#ifdef BORDER_REPLICATE
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (l_edge)   : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (r_edge)-1 : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (t_edge)   :(i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (b_edge)-1 :(addr))
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)-1               : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)-1 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-1+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_REFLECT101
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)                 : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)                 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-2+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (i)+(r_edge) : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (i)-(r_edge) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (i)+(b_edge) : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (i)-(b_edge) : (addr))
#endif
#define THREADS 256
#define ELEM(i, l_edge, r_edge, elem1, elem2) (i) >= (l_edge) && (i) < (r_edge) ? (elem1) : (elem2)
__kernel void calcMinEigenVal(__global const float *Dx,__global const float *Dy, __global float *dst,
int dx_offset, int dx_whole_rows, int dx_whole_cols, int dx_step,
int dy_offset, int dy_whole_rows, int dy_whole_cols, int dy_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step,
float k)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
const int glx = get_global_id(0);
const int gly = get_global_id(1);
int dx_x_off = (dx_offset % dx_step) >> 2;
int dx_y_off = dx_offset / dx_step;
int dy_x_off = (dy_offset % dy_step) >> 2;
int dy_y_off = dy_offset / dy_step;
int dst_x_off = (dst_offset % dst_step) >> 2;
int dst_y_off = dst_offset / dst_step;
int dx_startX = gX * (THREADS-ksX+1) - anX + dx_x_off;
int dx_startY = (gY << 1) - anY + dx_y_off;
int dy_startX = gX * (THREADS-ksX+1) - anX + dy_x_off;
int dy_startY = (gY << 1) - anY + dy_y_off;
int dst_startX = gX * (THREADS-ksX+1) + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
float dx_data[ksY+1],dy_data[ksY+1],data[3][ksY+1];
__local float temp[6][THREADS];
#ifdef BORDER_CONSTANT
bool dx_con,dy_con;
float dx_s,dy_s;
for(int i=0; i < ksY+1; i++)
{
dx_con = dx_startX+col >= 0 && dx_startX+col < dx_whole_cols && dx_startY+i >= 0 && dx_startY+i < dx_whole_rows;
dx_s = Dx[(dx_startY+i)*(dx_step>>2)+(dx_startX+col)];
dx_data[i] = dx_con ? dx_s : 0.0;
dy_con = dy_startX+col >= 0 && dy_startX+col < dy_whole_cols && dy_startY+i >= 0 && dy_startY+i < dy_whole_rows;
dy_s = Dy[(dy_startY+i)*(dy_step>>2)+(dy_startX+col)];
dy_data[i] = dy_con ? dy_s : 0.0;
data[0][i] = dx_data[i] * dx_data[i];
data[1][i] = dx_data[i] * dy_data[i];
data[2][i] = dy_data[i] * dy_data[i];
}
#else
int clamped_col = min(dst_cols, col);
for(int i=0; i < ksY+1; i++)
{
int dx_selected_row;
int dx_selected_col;
dx_selected_row = ADDR_H(dx_startY+i, 0, dx_whole_rows);
dx_selected_row = ADDR_B(dx_startY+i, dx_whole_rows, dx_selected_row);
dx_selected_col = ADDR_L(dx_startX+clamped_col, 0, dx_whole_cols);
dx_selected_col = ADDR_R(dx_startX+clamped_col, dx_whole_cols, dx_selected_col);
dx_data[i] = Dx[dx_selected_row * (dx_step>>2) + dx_selected_col];
int dy_selected_row;
int dy_selected_col;
dy_selected_row = ADDR_H(dy_startY+i, 0, dy_whole_rows);
dy_selected_row = ADDR_B(dy_startY+i, dy_whole_rows, dy_selected_row);
dy_selected_col = ADDR_L(dy_startX+clamped_col, 0, dy_whole_cols);
dy_selected_col = ADDR_R(dy_startX+clamped_col, dy_whole_cols, dy_selected_col);
dy_data[i] = Dy[dy_selected_row * (dy_step>>2) + dy_selected_col];
data[0][i] = dx_data[i] * dx_data[i];
data[1][i] = dx_data[i] * dy_data[i];
data[2][i] = dy_data[i] * dy_data[i];
}
#endif
float sum0 = 0.0, sum1 = 0.0, sum2 = 0.0;
for(int i=1; i < ksY; i++)
{
sum0 += (data[0][i]);
sum1 += (data[1][i]);
sum2 += (data[2][i]);
}
float sum01,sum02,sum11,sum12,sum21,sum22;
sum01 = sum0 + (data[0][0]);
sum02 = sum0 + (data[0][ksY]);
temp[0][col] = sum01;
temp[1][col] = sum02;
sum11 = sum1 + (data[1][0]);
sum12 = sum1 + (data[1][ksY]);
temp[2][col] = sum11;
temp[3][col] = sum12;
sum21 = sum2 + (data[2][0]);
sum22 = sum2 + (data[2][ksY]);
temp[4][col] = sum21;
temp[5][col] = sum22;
barrier(CLK_LOCAL_MEM_FENCE);
if(col < (THREADS-(ksX-1)))
{
col += anX;
int posX = dst_startX - dst_x_off + col - anX;
int posY = (gly << 1);
int till = (ksX + 1)%2;
float tmp_sum[6]={ 0.0, 0.0 , 0.0, 0.0, 0.0, 0.0 };
for(int k=0; k<6; k++)
for(int i=-anX; i<=anX - till; i++)
{
tmp_sum[k] += temp[k][col+i];
}
if(posX < dst_cols && (posY) < dst_rows)
{
float a = tmp_sum[0] * 0.5f;
float b = tmp_sum[2];
float c = tmp_sum[4] * 0.5f;
dst[(dst_startY+0) * (dst_step>>2)+ dst_startX + col - anX] = (float)((a+c) - sqrt((a-c)*(a-c) + b*b));
}
if(posX < dst_cols && (posY + 1) < dst_rows)
{
float a = tmp_sum[1] * 0.5f;
float b = tmp_sum[3];
float c = tmp_sum[5] * 0.5f;
dst[(dst_startY+1) * (dst_step>>2)+ dst_startX + col - anX] = (float)((a+c) - sqrt((a-c)*(a-c) + b*b));
}
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#ifdef BORDER_REPLICATE
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (l_edge)   : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (r_edge)-1 : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (t_edge)   :(i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (b_edge)-1 :(addr))
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)-1               : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)-1 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-1+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_REFLECT101
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)                 : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)                 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-2+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (i)+(r_edge) : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (i)-(r_edge) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (i)+(b_edge) : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (i)-(b_edge) : (addr))
#endif
#define THREADS 256
#define ELEM(i, l_edge, r_edge, elem1, elem2) (i) >= (l_edge) && (i) < (r_edge) ? (elem1) : (elem2)
__kernel void calcHarris(__global const float *Dx,__global const float *Dy, __global float *dst,
int dx_offset, int dx_whole_rows, int dx_whole_cols, int dx_step,
int dy_offset, int dy_whole_rows, int dy_whole_cols, int dy_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step,
float k)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
const int glx = get_global_id(0);
const int gly = get_global_id(1);
int dx_x_off = (dx_offset % dx_step) >> 2;
int dx_y_off = dx_offset / dx_step;
int dy_x_off = (dy_offset % dy_step) >> 2;
int dy_y_off = dy_offset / dy_step;
int dst_x_off = (dst_offset % dst_step) >> 2;
int dst_y_off = dst_offset / dst_step;
int dx_startX = gX * (THREADS-ksX+1) - anX + dx_x_off;
int dx_startY = (gY << 1) - anY + dx_y_off;
int dy_startX = gX * (THREADS-ksX+1) - anX + dy_x_off;
int dy_startY = (gY << 1) - anY + dy_y_off;
int dst_startX = gX * (THREADS-ksX+1) + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
float dx_data[ksY+1],dy_data[ksY+1],data[3][ksY+1];
__local float temp[6][THREADS];
#ifdef BORDER_CONSTANT
bool dx_con,dy_con;
float dx_s,dy_s;
for(int i=0; i < ksY+1; i++)
{
dx_con = dx_startX+col >= 0 && dx_startX+col < dx_whole_cols && dx_startY+i >= 0 && dx_startY+i < dx_whole_rows;
dx_s = Dx[(dx_startY+i)*(dx_step>>2)+(dx_startX+col)];
dx_data[i] = dx_con ? dx_s : 0.0;
dy_con = dy_startX+col >= 0 && dy_startX+col < dy_whole_cols && dy_startY+i >= 0 && dy_startY+i < dy_whole_rows;
dy_s = Dy[(dy_startY+i)*(dy_step>>2)+(dy_startX+col)];
dy_data[i] = dy_con ? dy_s : 0.0;
data[0][i] = dx_data[i] * dx_data[i];
data[1][i] = dx_data[i] * dy_data[i];
data[2][i] = dy_data[i] * dy_data[i];
}
#else
int clamped_col = min(dst_cols, col);
for(int i=0; i < ksY+1; i++)
{
int dx_selected_row;
int dx_selected_col;
dx_selected_row = ADDR_H(dx_startY+i, 0, dx_whole_rows);
dx_selected_row = ADDR_B(dx_startY+i, dx_whole_rows, dx_selected_row);
dx_selected_col = ADDR_L(dx_startX+clamped_col, 0, dx_whole_cols);
dx_selected_col = ADDR_R(dx_startX+clamped_col, dx_whole_cols, dx_selected_col);
dx_data[i] = Dx[dx_selected_row * (dx_step>>2) + dx_selected_col];
int dy_selected_row;
int dy_selected_col;
dy_selected_row = ADDR_H(dy_startY+i, 0, dy_whole_rows);
dy_selected_row = ADDR_B(dy_startY+i, dy_whole_rows, dy_selected_row);
dy_selected_col = ADDR_L(dy_startX+clamped_col, 0, dy_whole_cols);
dy_selected_col = ADDR_R(dy_startX+clamped_col, dy_whole_cols, dy_selected_col);
dy_data[i] = Dy[dy_selected_row * (dy_step>>2) + dy_selected_col];
data[0][i] = dx_data[i] * dx_data[i];
data[1][i] = dx_data[i] * dy_data[i];
data[2][i] = dy_data[i] * dy_data[i];
}
#endif
float sum0 = 0.0, sum1 = 0.0, sum2 = 0.0;
for(int i=1; i < ksY; i++)
{
sum0 += (data[0][i]);
sum1 += (data[1][i]);
sum2 += (data[2][i]);
}
float sum01,sum02,sum11,sum12,sum21,sum22;
sum01 = sum0 + (data[0][0]);
sum02 = sum0 + (data[0][ksY]);
temp[0][col] = sum01;
temp[1][col] = sum02;
sum11 = sum1 + (data[1][0]);
sum12 = sum1 + (data[1][ksY]);
temp[2][col] = sum11;
temp[3][col] = sum12;
sum21 = sum2 + (data[2][0]);
sum22 = sum2 + (data[2][ksY]);
temp[4][col] = sum21;
temp[5][col] = sum22;
barrier(CLK_LOCAL_MEM_FENCE);
if(col < (THREADS-(ksX-1)))
{
col += anX;
int posX = dst_startX - dst_x_off + col - anX;
int posY = (gly << 1);
int till = (ksX + 1)%2;
float tmp_sum[6]={ 0.0, 0.0 , 0.0, 0.0, 0.0, 0.0 };
for(int k=0; k<6; k++)
for(int i=-anX; i<=anX - till; i++)
{
tmp_sum[k] += temp[k][col+i];
}
if(posX < dst_cols && (posY) < dst_rows)
{
dst[(dst_startY+0) * (dst_step>>2)+ dst_startX + col - anX] =
tmp_sum[0] * tmp_sum[4] - tmp_sum[2] * tmp_sum[2] - k * (tmp_sum[0] + tmp_sum[4]) * (tmp_sum[0] + tmp_sum[4]);
}
if(posX < dst_cols && (posY + 1) < dst_rows)
{
dst[(dst_startY+1) * (dst_step>>2)+ dst_startX + col - anX] =
tmp_sum[1] * tmp_sum[5] - tmp_sum[3] * tmp_sum[3] - k * (tmp_sum[1] + tmp_sum[5]) * (tmp_sum[1] + tmp_sum[5]);
}
}
}
__kernel void bilateral_C1_D0(__global uchar *dst,
__global const uchar *src,
const int dst_rows,
const int dst_cols,
const int maxk,
const int radius,
const int dst_step,
const int dst_offset,
const int src_step,
const int src_rows,
const int src_cols,
__constant float *color_weight,
__constant float *space_weight,
__constant int *space_ofs)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
if((gidy> 16;
int height = scaleinfo1.x & 0xffff;
int grpnumperline = (scaleinfo1.y & 0xffff0000) >> 16;
int totalgrp = scaleinfo1.y & 0xffff;
float factor = as_float(scaleinfo1.w);
float correction_t = correction[scalei];
int ystep = (int)(max(2.0f, factor) + 0.5f);
for (int grploop = get_group_id(0); grploop < totalgrp; grploop += grpnumx)
{
int4 cascadeinfo = p[scalei];
int grpidy = grploop / grpnumperline;
int grpidx = grploop - mul24(grpidy, grpnumperline);
int ix = mad24(grpidx, grpszx, lclidx);
int iy = mad24(grpidy, grpszy, lclidy);
int x = ix * ystep;
int y = iy * ystep;
lcloutindex[lcl_id] = 0;
lclcount[0] = 0;
int nodecounter;
float mean, variance_norm_factor;
{
const int p_offset = mad24(y, step, x);
cascadeinfo.x += p_offset;
cascadeinfo.z += p_offset;
mean = (sum[clamp(mad24(cascadeinfo.y, step, cascadeinfo.x), 0, max_idx)]
- sum[clamp(mad24(cascadeinfo.y, step, cascadeinfo.z), 0, max_idx)] -
sum[clamp(mad24(cascadeinfo.w, step, cascadeinfo.x), 0, max_idx)]
+ sum[clamp(mad24(cascadeinfo.w, step, cascadeinfo.z), 0, max_idx)])
* correction_t;
variance_norm_factor = sqsum[clamp(mad24(cascadeinfo.y, step, cascadeinfo.x), 0, max_idx)]
- sqsum[clamp(mad24(cascadeinfo.y, step, cascadeinfo.z), 0, max_idx)] -
sqsum[clamp(mad24(cascadeinfo.w, step, cascadeinfo.x), 0, max_idx)]
+ sqsum[clamp(mad24(cascadeinfo.w, step, cascadeinfo.z), 0, max_idx)];
variance_norm_factor = variance_norm_factor * correction_t - mean * mean;
variance_norm_factor = variance_norm_factor >= 0.f ? sqrt(variance_norm_factor) : 1.f;
bool result = true;
nodecounter = startnode + nodecount * scalei;
for (int stageloop = start_stage; (stageloop < end_stage) && result; stageloop++)
{
float stage_sum = 0.f;
int   stagecount = stagecascadeptr[stageloop].count;
for (int nodeloop = 0; nodeloop < stagecount;)
{
__global GpuHidHaarTreeNode *currentnodeptr = (nodeptr + nodecounter);
int4 info1 = *(__global int4 *)(&(currentnodeptr->p[0][0]));
int4 info2 = *(__global int4 *)(&(currentnodeptr->p[1][0]));
int4 info3 = *(__global int4 *)(&(currentnodeptr->p[2][0]));
float4 w = *(__global float4 *)(&(currentnodeptr->weight[0]));
float3 alpha3 = *(__global float3 *)(&(currentnodeptr->alpha[0]));
float nodethreshold  = w.w * variance_norm_factor;
info1.x += p_offset;
info1.z += p_offset;
info2.x += p_offset;
info2.z += p_offset;
info3.x += p_offset;
info3.z += p_offset;
float classsum = (sum[clamp(mad24(info1.y, step, info1.x), 0, max_idx)]
- sum[clamp(mad24(info1.y, step, info1.z), 0, max_idx)] -
sum[clamp(mad24(info1.w, step, info1.x), 0, max_idx)]
+ sum[clamp(mad24(info1.w, step, info1.z), 0, max_idx)]) * w.x;
classsum += (sum[clamp(mad24(info2.y, step, info2.x), 0, max_idx)]
- sum[clamp(mad24(info2.y, step, info2.z), 0, max_idx)] -
sum[clamp(mad24(info2.w, step, info2.x), 0, max_idx)]
+ sum[clamp(mad24(info2.w, step, info2.z), 0, max_idx)]) * w.y;
classsum += (sum[clamp(mad24(info3.y, step, info3.x), 0, max_idx)]
- sum[clamp(mad24(info3.y, step, info3.z), 0, max_idx)] -
sum[clamp(mad24(info3.w, step, info3.x), 0, max_idx)]
+ sum[clamp(mad24(info3.w, step, info3.z), 0, max_idx)]) * w.z;
bool passThres = classsum >= nodethreshold;
#if STUMP_BASED
stage_sum += passThres ? alpha3.y : alpha3.x;
nodecounter++;
nodeloop++;
#else
bool isRootNode = (nodecounter & 1) == 0;
if(isRootNode)
{
if( (passThres && currentnodeptr->right) ||
(!passThres && currentnodeptr->left))
{
nodecounter ++;
}
else
{
stage_sum += alpha3.x;
nodecounter += 2;
nodeloop ++;
}
}
else
{
stage_sum += (passThres ? alpha3.z : alpha3.y);
nodecounter ++;
nodeloop ++;
}
#endif
}
result = (int)(stage_sum >= stagecascadeptr[stageloop].threshold);
}
barrier(CLK_LOCAL_MEM_FENCE);
if (result && (ix < width) && (iy < height))
{
int queueindex = atomic_inc(lclcount);
lcloutindex[queueindex] = (y << 16) | x;
}
barrier(CLK_LOCAL_MEM_FENCE);
int queuecount = lclcount[0];
if (lcl_id < queuecount)
{
int temp = lcloutindex[lcl_id];
int x = temp & 0xffff;
int y = (temp & (int)0xffff0000) >> 16;
temp = atomic_inc(glboutindex);
int4 candidate_result;
candidate_result.zw = (int2)convert_int_rtn(factor * 20.f);
candidate_result.x = x;
candidate_result.y = y;
candidate[outputoff + temp + lcl_id] = candidate_result;
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
}
}
__kernel void gpuscaleclassifier(global GpuHidHaarTreeNode *orinode, global GpuHidHaarTreeNode *newnode, float scale, float weight_scale, int nodenum)
{
int counter = get_global_id(0);
int tr_x[3], tr_y[3], tr_h[3], tr_w[3], i = 0;
GpuHidHaarTreeNode t1 = *(orinode + counter);
#pragma unroll
for (i = 0; i < 3; i++)
{
tr_x[i] = (int)(t1.p[i][0] * scale + 0.5f);
tr_y[i] = (int)(t1.p[i][1] * scale + 0.5f);
tr_w[i] = (int)(t1.p[i][2] * scale + 0.5f);
tr_h[i] = (int)(t1.p[i][3] * scale + 0.5f);
}
t1.weight[0] = t1.p[2][0] ? -(t1.weight[1] * tr_h[1] * tr_w[1] + t1.weight[2] * tr_h[2] * tr_w[2]) / (tr_h[0] * tr_w[0]) : -t1.weight[1] * tr_h[1] * tr_w[1] / (tr_h[0] * tr_w[0]);
counter += nodenum;
#pragma unroll
for (i = 0; i < 3; i++)
{
newnode[counter].p[i][0] = tr_x[i];
newnode[counter].p[i][1] = tr_y[i];
newnode[counter].p[i][2] = tr_x[i] + tr_w[i];
newnode[counter].p[i][3] = tr_y[i] + tr_h[i];
newnode[counter].weight[i] = t1.weight[i] * weight_scale;
}
newnode[counter].left = t1.left;
newnode[counter].right = t1.right;
newnode[counter].threshold = t1.threshold;
newnode[counter].alpha[0] = t1.alpha[0];
newnode[counter].alpha[1] = t1.alpha[1];
newnode[counter].alpha[2] = t1.alpha[2];
}
#pragma OPENCL EXTENSION cl_amd_printf : enable
#define CV_HAAR_FEATURE_MAX           3
#define calc_sum(rect,offset)        (sum[(rect).p0+offset] - sum[(rect).p1+offset] - sum[(rect).p2+offset] + sum[(rect).p3+offset])
#define calc_sum1(rect,offset,i)     (sum[(rect).p0[i]+offset] - sum[(rect).p1[i]+offset] - sum[(rect).p2[i]+offset] + sum[(rect).p3[i]+offset])
typedef int   sumtype;
typedef float sqsumtype;
#ifndef STUMP_BASED 
#define STUMP_BASED 1
#endif
typedef struct __attribute__((aligned (128) )) GpuHidHaarTreeNode
{
int p[CV_HAAR_FEATURE_MAX][4] __attribute__((aligned (64)));
float weight[CV_HAAR_FEATURE_MAX];
float threshold;
float alpha[3] __attribute__((aligned (16)));
int left __attribute__((aligned (4)));
int right __attribute__((aligned (4)));
}
GpuHidHaarTreeNode;
typedef struct __attribute__((aligned (32))) GpuHidHaarClassifier
{
int count __attribute__((aligned (4)));
GpuHidHaarTreeNode* node __attribute__((aligned (8)));
float* alpha __attribute__((aligned (8)));
}
GpuHidHaarClassifier;
typedef struct __attribute__((aligned (64))) GpuHidHaarStageClassifier
{
int  count __attribute__((aligned (4)));
float threshold __attribute__((aligned (4)));
int two_rects __attribute__((aligned (4)));
int reserved0 __attribute__((aligned (8)));
int reserved1 __attribute__((aligned (8)));
int reserved2 __attribute__((aligned (8)));
int reserved3 __attribute__((aligned (8)));
}
GpuHidHaarStageClassifier;
typedef struct __attribute__((aligned (64))) GpuHidHaarClassifierCascade
{
int  count __attribute__((aligned (4)));
int  is_stump_based __attribute__((aligned (4)));
int  has_tilted_features __attribute__((aligned (4)));
int  is_tree __attribute__((aligned (4)));
int pq0 __attribute__((aligned (4)));
int pq1 __attribute__((aligned (4)));
int pq2 __attribute__((aligned (4)));
int pq3 __attribute__((aligned (4)));
int p0 __attribute__((aligned (4)));
int p1 __attribute__((aligned (4)));
int p2 __attribute__((aligned (4)));
int p3 __attribute__((aligned (4)));
float inv_window_area __attribute__((aligned (4)));
} GpuHidHaarClassifierCascade;
__kernel void __attribute__((reqd_work_group_size(8,8,1)))gpuRunHaarClassifierCascade(
global GpuHidHaarStageClassifier * stagecascadeptr,
global int4 * info,
global GpuHidHaarTreeNode * nodeptr,
global const int * restrict sum1,
global const float * restrict sqsum1,
global int4 * candidate,
const int pixelstep,
const int loopcount,
const int start_stage,
const int split_stage,
const int end_stage,
const int startnode,
const int splitnode,
const int4 p,
const int4 pq,
const float correction)
{
int grpszx = get_local_size(0);
int grpszy = get_local_size(1);
int grpnumx = get_num_groups(0);
int grpidx = get_group_id(0);
int lclidx = get_local_id(0);
int lclidy = get_local_id(1);
int lcl_sz = mul24(grpszx,grpszy);
int lcl_id = mad24(lclidy,grpszx,lclidx);
__local int lclshare[1024];
__local int* lcldata = lclshare;
__local int* glboutindex = lcldata + 28*28;
__local int* lclcount = glboutindex + 1;
__local int* lcloutindex = lclcount + 1;
__local float* partialsum = (__local float*)(lcloutindex + (lcl_sz<<1));
glboutindex[0]=0;
int outputoff = mul24(grpidx,256);
#define WINDOWSIZE 20+1
int readwidth = ((grpszx-1 + WINDOWSIZE+3)>>2)<<2;
int readheight = grpszy-1+WINDOWSIZE;
int read_horiz_cnt = readwidth >> 2;
int total_read = mul24(read_horiz_cnt,readheight);
int read_loop = (total_read + lcl_sz - 1) >> 6;
candidate[outputoff+(lcl_id<<2)] = (int4)0;
candidate[outputoff+(lcl_id<<2)+1] = (int4)0;
candidate[outputoff+(lcl_id<<2)+2] = (int4)0;
candidate[outputoff+(lcl_id<<2)+3] = (int4)0;
for(int scalei = 0; scalei > 16;
int height = scaleinfo1.x & 0xffff;
int grpnumperline =(scaleinfo1.y & 0xffff0000) >> 16;
int totalgrp = scaleinfo1.y & 0xffff;
int imgoff = scaleinfo1.z;
float factor = as_float(scaleinfo1.w);
__global const int * sum = sum1 + imgoff;
__global const float * sqsum = sqsum1 + imgoff;
for(int grploop=grpidx; grploop=0.f ? sqrt(variance_norm_factor) : 1.f;
for(int stageloop = start_stage; (stageloop < split_stage)  && result; stageloop++ )
{
float stage_sum = 0.f;
int2 stageinfo = *(global int2*)(stagecascadeptr+stageloop);
float stagethreshold = as_float(stageinfo.y);
for(int nodeloop = 0; nodeloop < stageinfo.x; )
{
__global GpuHidHaarTreeNode* currentnodeptr = (nodeptr + nodecounter);
int4 info1 = *(__global int4*)(&(currentnodeptr->p[0][0]));
int4 info2 = *(__global int4*)(&(currentnodeptr->p[1][0]));
int4 info3 = *(__global int4*)(&(currentnodeptr->p[2][0]));
float4 w = *(__global float4*)(&(currentnodeptr->weight[0]));
float3 alpha3 = *(__global float3*)(&(currentnodeptr->alpha[0]));
float nodethreshold  = w.w * variance_norm_factor;
info1.x +=lcl_off;
info1.z +=lcl_off;
info2.x +=lcl_off;
info2.z +=lcl_off;
float classsum = (lcldata[mad24(info1.y,readwidth,info1.x)] - lcldata[mad24(info1.y,readwidth,info1.z)] -
lcldata[mad24(info1.w,readwidth,info1.x)] + lcldata[mad24(info1.w,readwidth,info1.z)]) * w.x;
classsum += (lcldata[mad24(info2.y,readwidth,info2.x)] - lcldata[mad24(info2.y,readwidth,info2.z)] -
lcldata[mad24(info2.w,readwidth,info2.x)] + lcldata[mad24(info2.w,readwidth,info2.z)]) * w.y;
info3.x +=lcl_off;
info3.z +=lcl_off;
classsum += (lcldata[mad24(info3.y,readwidth,info3.x)] - lcldata[mad24(info3.y,readwidth,info3.z)] -
lcldata[mad24(info3.w,readwidth,info3.x)] + lcldata[mad24(info3.w,readwidth,info3.z)]) * w.z;
bool passThres = classsum >= nodethreshold;
#if STUMP_BASED
stage_sum += passThres ? alpha3.y : alpha3.x;
nodecounter++;
nodeloop++;
#else
bool isRootNode = (nodecounter & 1) == 0;
if(isRootNode)
{
if( (passThres && currentnodeptr->right) ||
(!passThres && currentnodeptr->left))
{
nodecounter ++;
}
else
{
stage_sum += alpha3.x;
nodecounter += 2;
nodeloop ++;
}
}
else
{
stage_sum += passThres ? alpha3.z : alpha3.y;
nodecounter ++;
nodeloop ++;
}
#endif
}
result = (stage_sum >= stagethreshold);
}
if(result && (x < width) && (y < height))
{
int queueindex = atomic_inc(lclcount);
lcloutindex[queueindex<<1] = (lclidy << 16) | lclidx;
lcloutindex[(queueindex<<1)+1] = as_int(variance_norm_factor);
}
barrier(CLK_LOCAL_MEM_FENCE);
int queuecount  = lclcount[0];
barrier(CLK_LOCAL_MEM_FENCE);
nodecounter = splitnode;
for(int stageloop = split_stage; stageloop< end_stage && queuecount>0; stageloop++)
{
lclcount[0]=0;
barrier(CLK_LOCAL_MEM_FENCE);
int2 stageinfo = *(global int2*)(stagecascadeptr+stageloop);
float stagethreshold = as_float(stageinfo.y);
int perfscale = queuecount > 4 ? 3 : 2;
int queuecount_loop = (queuecount + (1<> perfscale;
int lcl_compute_win = lcl_sz >> perfscale;
int lcl_compute_win_id = (lcl_id >>(6-perfscale));
int lcl_loops = (stageinfo.x + lcl_compute_win -1) >> (6-perfscale);
int lcl_compute_id = lcl_id - (lcl_compute_win_id << (6-perfscale));
for(int queueloop=0; queueloop>16),readwidth,temp_coord & 0xffff);
if(lcl_compute_win_id < queuecount)
{
int tempnodecounter = lcl_compute_id;
float part_sum = 0.f;
const int stump_factor = STUMP_BASED ? 1 : 2;
int root_offset = 0;
for(int lcl_loop=0; lcl_loopp[0][0]));
int4 info2 = *(__global int4*)(&(currentnodeptr->p[1][0]));
int4 info3 = *(__global int4*)(&(currentnodeptr->p[2][0]));
float4 w = *(__global float4*)(&(currentnodeptr->weight[0]));
float3 alpha3 = *(__global float3*)(&(currentnodeptr->alpha[0]));
float nodethreshold  = w.w * variance_norm_factor;
info1.x +=queue_pixel;
info1.z +=queue_pixel;
info2.x +=queue_pixel;
info2.z +=queue_pixel;
float classsum = (lcldata[mad24(info1.y,readwidth,info1.x)] - lcldata[mad24(info1.y,readwidth,info1.z)] -
lcldata[mad24(info1.w,readwidth,info1.x)] + lcldata[mad24(info1.w,readwidth,info1.z)]) * w.x;
classsum += (lcldata[mad24(info2.y,readwidth,info2.x)] - lcldata[mad24(info2.y,readwidth,info2.z)] -
lcldata[mad24(info2.w,readwidth,info2.x)] + lcldata[mad24(info2.w,readwidth,info2.z)]) * w.y;
info3.x +=queue_pixel;
info3.z +=queue_pixel;
classsum += (lcldata[mad24(info3.y,readwidth,info3.x)] - lcldata[mad24(info3.y,readwidth,info3.z)] -
lcldata[mad24(info3.w,readwidth,info3.x)] + lcldata[mad24(info3.w,readwidth,info3.z)]) * w.z;
bool passThres = classsum >= nodethreshold;
#if STUMP_BASED
part_sum += passThres ? alpha3.y : alpha3.x;
tempnodecounter += lcl_compute_win;
lcl_loop++;
#else
if(root_offset == 0)
{
if( (passThres && currentnodeptr->right) ||
(!passThres && currentnodeptr->left))
{
root_offset = 1;
}
else
{
part_sum += alpha3.x;
tempnodecounter += lcl_compute_win;
lcl_loop++;
}
}
else
{
part_sum += passThres ? alpha3.z : alpha3.y;
tempnodecounter += lcl_compute_win;
lcl_loop++;
root_offset = 0;
}
#endif
}
partialsum[lcl_id]=part_sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lcl_compute_win_id < queuecount)
{
for(int i=0; i= stagethreshold && (lcl_compute_id==0))
{
int queueindex = atomic_inc(lclcount);
lcloutindex[queueindex<<1] = temp_coord;
lcloutindex[(queueindex<<1)+1] = as_int(variance_norm_factor);
}
lcl_compute_win_id +=(1<> 16));
temp = glboutindex[0];
int4 candidate_result;
candidate_result.zw = (int2)convert_int_rtn(factor*20.f);
candidate_result.x = convert_int_rtn(x*factor);
candidate_result.y = convert_int_rtn(y*factor);
atomic_inc(glboutindex);
candidate[outputoff+temp+lcl_id] = candidate_result;
}
barrier(CLK_LOCAL_MEM_FENCE);
}
}
}
#define READ_TIMES_ROW ((2*(RADIUSX+LSIZE0)-1)/LSIZE0)
#define READ_TIMES_COL ((2*(RADIUSY+LSIZE1)-1)/LSIZE1)
#define RADIUS 1
#if CN ==1
#define ALIGN (((RADIUS)+3)>>2<<2)
#elif CN==2
#define ALIGN (((RADIUS)+1)>>1<<1)
#elif CN==3
#define ALIGN (((RADIUS)+3)>>2<<2)
#elif CN==4
#define ALIGN (RADIUS)
#endif
#ifdef BORDER_CONSTANT
#define ELEM(i,l_edge,r_edge,elem1,elem2) (i)<(l_edge) | (i) >= (r_edge) ? (elem1) : (elem2)
#endif
#ifdef BORDER_REPLICATE
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? (l_edge) : (addr)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ? (r_edge)-1 : (addr)
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? -(i)-1 : (addr)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_REFLECT_101
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? -(i) : (addr)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i,l_edge,r_edge,addr)  (i) < (l_edge) ? (i)+(r_edge) : (addr)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ?   (i)-(r_edge) : (addr)
#endif
__kernel __attribute__((reqd_work_group_size(LSIZE0,LSIZE1,1))) void row_filter_C1_D0
(__global const uchar * restrict src,
__global float * dst,
const int dst_cols,
const int dst_rows,
const int src_whole_cols,
const int src_whole_rows,
const int src_step_in_pixel,
const int src_offset_x,
const int src_offset_y,
const int dst_step_in_pixel,
const int radiusy,
__constant float * mat_kernel __attribute__((max_constant_size(4*(2*RADIUSX+1)))))
{
int x = get_global_id(0)<<2;
int y = get_global_id(1);
int l_x = get_local_id(0);
int l_y = get_local_id(1);
int start_x = x+src_offset_x-RADIUSX & 0xfffffffc;
int offset = src_offset_x-RADIUSX & 3;
int start_y = y+src_offset_y-radiusy;
int start_addr = mad24(start_y,src_step_in_pixel,start_x);
int i;
float4 sum;
uchar4 temp[READ_TIMES_ROW];
__local uchar4 LDS_DAT[LSIZE1][READ_TIMES_ROW*LSIZE0+1];
#ifdef BORDER_CONSTANT
int end_addr = mad24(src_whole_rows - 1,src_step_in_pixel,src_whole_cols);
for(i = 0; i 0)) ? current_addr : 0;
temp[i] = *(__global uchar4*)&src[current_addr];
}
for(i = 0; isrc_whole_cols)| (start_y<0) | (start_y >= src_whole_rows);
int4 index[READ_TIMES_ROW];
int4 addr;
int s_y;
if(not_all_in_range)
{
for(i = 0; i 0)) ? current_addr : 0;
temp[i] = src[current_addr];
}
for(i = 0; i 0)) ? current_addr : 0;
temp[i] = src[current_addr];
}
for(i = 0; i 0)) ? current_addr : 0;
temp[i] = src[current_addr];
}
for(i = 0; i>2<<2)
#elif CN==2
#define ALIGN (((RADIUS)+1)>>1<<1)
#elif CN==3
#define ALIGN (((RADIUS)+3)>>2<<2)
#elif CN==4
#define ALIGN (RADIUS)
#define READ_TIMES_ROW ((2*(RADIUS+LSIZE0)-1)/LSIZE0)
#endif
#ifdef BORDER_CONSTANT
#define ELEM(i,l_edge,r_edge,elem1,elem2) (i)<(l_edge) | (i) >= (r_edge) ? (elem1) : (elem2)
#endif
#ifdef BORDER_REPLICATE
#define ADDR_L(i,l_edge,r_edge)  (i) < (l_edge) ? (l_edge) : (i)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ? (r_edge)-1 : (addr)
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i,l_edge,r_edge)  (i) < (l_edge) ? -(i)-1 : (i)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_REFLECT_101
#define ADDR_L(i,l_edge,r_edge)  (i) < (l_edge) ? -(i) : (i)
#define ADDR_R(i,r_edge,addr) (i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr)
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i,l_edge,r_edge)  (i) < (l_edge) ? (i)+(r_edge) : (i)
#define ADDR_R(i,r_edge,addr)   (i) >= (r_edge) ?   (i)-(r_edge) : (addr)
#endif
__kernel __attribute__((reqd_work_group_size(LSIZE0,LSIZE1,1))) void col_filter
(__global const GENTYPE_SRC * restrict src,
__global GENTYPE_DST * dst,
const int dst_cols,
const int dst_rows,
const int src_whole_cols,
const int src_whole_rows,
const int src_step_in_pixel,
const int dst_step_in_pixel,
const int dst_offset_in_pixel,
__constant float * mat_kernel __attribute__((max_constant_size(4*(2*RADIUSY+1)))))
{
int x = get_global_id(0);
int y = get_global_id(1);
int l_x = get_local_id(0);
int l_y = get_local_id(1);
int start_addr = mad24(y,src_step_in_pixel,x);
int end_addr = mad24(src_whole_rows - 1,src_step_in_pixel,src_whole_cols);
int i;
GENTYPE_SRC sum;
GENTYPE_SRC temp[READ_TIMES_COL];
__local GENTYPE_SRC LDS_DAT[LSIZE1*READ_TIMES_COL][LSIZE0+1];
for(i = 0;i= (r_edge) ? (elem1) : (elem2)
#ifndef GENTYPE
__kernel void morph_C1_D0(__global const uchar * restrict src,
__global uchar *dst,
int src_offset_x, int src_offset_y,
int cols, int rows,
int src_step_in_pixel, int dst_step_in_pixel,
__constant uchar * mat_kernel,
int src_whole_cols, int src_whole_rows,
int dst_offset_in_pixel)
{
int l_x = get_local_id(0);
int l_y = get_local_id(1);
int x = get_group_id(0)*4*LSIZE0;
int y = get_group_id(1)*LSIZE1;
int start_x = x+src_offset_x-RADIUSX & 0xfffffffc;
int end_x = x + src_offset_x+LSIZE0*4+RADIUSX & 0xfffffffc;
int width = (end_x -start_x+4)>>2;
int offset = src_offset_x-RADIUSX & 3;
int start_y = y+src_offset_y-RADIUSY;
int point1 = mad24(l_y,LSIZE0,l_x);
int point2 = point1 + LSIZE0*LSIZE1;
int tl_x = (point1 % width)<<2;
int tl_y = point1 / width;
int tl_x2 = (point2 % width)<<2;
int tl_y2 = point2 / width;
int cur_x = start_x + tl_x;
int cur_y = start_y + tl_y;
int cur_x2 = start_x + tl_x2;
int cur_y2 = start_y + tl_y2;
int start_addr = mad24(cur_y,src_step_in_pixel,cur_x);
int start_addr2 = mad24(cur_y2,src_step_in_pixel,cur_x2);
uchar4 temp0,temp1;
__local uchar4 LDS_DAT[2*LSIZE1*LSIZE0];
int end_addr = mad24(src_whole_rows - 1,src_step_in_pixel,src_whole_cols);
start_addr = ((start_addr < end_addr) && (start_addr > 0)) ? start_addr : 0;
start_addr2 = ((start_addr2 < end_addr) && (start_addr2 > 0)) ? start_addr2 : 0;
temp0 = *(__global uchar4*)&src[start_addr];
temp1 = *(__global uchar4*)&src[start_addr2];
temp0.x= ELEM(cur_x,0,src_whole_cols,VAL,temp0.x);
temp0.y= ELEM(cur_x+1,0,src_whole_cols,VAL,temp0.y);
temp0.z= ELEM(cur_x+2,0,src_whole_cols,VAL,temp0.z);
temp0.w= ELEM(cur_x+3,0,src_whole_cols,VAL,temp0.w);
temp0= ELEM(cur_y,0,src_whole_rows,(uchar4)VAL,temp0);
temp1.x= ELEM(cur_x2,0,src_whole_cols,VAL,temp1.x);
temp1.y= ELEM(cur_x2+1,0,src_whole_cols,VAL,temp1.y);
temp1.z= ELEM(cur_x2+2,0,src_whole_cols,VAL,temp1.z);
temp1.w= ELEM(cur_x2+3,0,src_whole_cols,VAL,temp1.w);
temp1= ELEM(cur_y2,0,src_whole_rows,(uchar4)VAL,temp1);
LDS_DAT[point1] = temp0;
LDS_DAT[point2] = temp1;
barrier(CLK_LOCAL_MEM_FENCE);
uchar4 res = (uchar4)VAL;
for(int i=0; i<2*RADIUSY+1; i++)
for(int j=0; j<2*RADIUSX+1; j++)
{
res =
#ifndef RECTKERNEL
mat_kernel[i*(2*RADIUSX+1)+j] ?
#endif
MORPH_OP(res,vload4(0,(__local uchar*)&LDS_DAT[mad24((l_y+i),width,l_x)]+offset+j))
#ifndef RECTKERNEL
:res
#endif
;
}
int gidx = get_global_id(0)<<2;
int gidy = get_global_id(1);
int out_addr = mad24(gidy,dst_step_in_pixel,gidx+dst_offset_in_pixel);
if(gidx+3 0)) ? start_addr : 0;
start_addr2 = ((start_addr2 < end_addr) && (start_addr2 > 0)) ? start_addr2 : 0;
temp0 = src[start_addr];
temp1 = src[start_addr2];
temp0= ELEM(cur_x,0,src_whole_cols,(GENTYPE)VAL,temp0);
temp0= ELEM(cur_y,0,src_whole_rows,(GENTYPE)VAL,temp0);
temp1= ELEM(cur_x2,0,src_whole_cols,(GENTYPE)VAL,temp1);
temp1= ELEM(cur_y2,0,src_whole_rows,(GENTYPE)VAL,temp1);
LDS_DAT[point1] = temp0;
LDS_DAT[point2] = temp1;
barrier(CLK_LOCAL_MEM_FENCE);
GENTYPE res = (GENTYPE)VAL;
for(int i=0; i<2*RADIUSY+1; i++)
for(int j=0; j<2*RADIUSX+1; j++)
{
res =
#ifndef RECTKERNEL
mat_kernel[i*(2*RADIUSX+1)+j] ?
#endif
MORPH_OP(res,LDS_DAT[mad24(l_y+i,width,l_x+j)])
#ifndef RECTKERNEL
:res
#endif
;
}
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int out_addr = mad24(gidy,dst_step_in_pixel,gidx+dst_offset_in_pixel);
if(gidx= (r_edge) ? (r_edge)-1 : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (t_edge)   :(i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (b_edge)-1 :(addr))
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)-1               : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)-1 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-1+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_REFLECT_101
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)                 : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)                 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-2+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (i)+(r_edge) : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (i)-(r_edge) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (i)+(b_edge) : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (i)-(b_edge) : (addr))
#endif
#define ROWS_PER_GROUP          4
#define ROWS_PER_GROUP_BITS     2
#define ROWS_FETCH              (ROWS_PER_GROUP + ANY + ANY)
#define THREADS_PER_ROW         64
#define THREADS_PER_ROW_BIT     6
#define ELEMENTS_PER_THREAD     4
#define ELEMENTS_PER_THREAD_BIT 2
#define LOCAL_MEM_STEP          260
__kernel void filter2D_C1_D0(__global uchar *src, int src_step, int src_offset_x, int src_offset_y,
__global uchar *dst, int dst_step, int dst_offset_x, int dst_offset_y,
__constant int *mat_kernel __attribute__((max_constant_size (16384))),
int cols,int rows, int operate_cols, int wholecols, int wholerows)
{
int gX = get_global_id(0);
int gY = get_global_id(1);
int lX = get_local_id(0);
int groupX_size = get_local_size(0);
int groupX_id   = get_group_id(0);
#define dst_align (dst_offset_x & 3)
int cols_start_index_group = src_offset_x - dst_align + groupX_size * groupX_id - ANX;
int rows_start_index       = src_offset_y + (gY << ROWS_PER_GROUP_BITS) - ANY;
__local uchar local_data[LOCAL_MEM_STEP * ROWS_FETCH];
if((gY << 2) < rows)
{
for(int i = 0; i < ROWS_FETCH; ++i)
{
if((rows_start_index - src_offset_y) + i < rows + ANY)
{
#ifdef BORDER_CONSTANT
int selected_row  = rows_start_index + i;
int selected_cols = cols_start_index_group + lX;
uchar data = *(src + selected_row * src_step + selected_cols);
int con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX ] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
data = *(src + selected_row * src_step + selected_cols);
con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#else
int selected_row = ADDR_H(rows_start_index + i,  0, wholerows);
selected_row     = ADDR_B(rows_start_index + i, wholerows, selected_row);
int selected_cols = ADDR_L(cols_start_index_group + lX, 0, wholecols);
selected_cols     = ADDR_R(cols_start_index_group + lX, wholecols, selected_cols);
uchar data = *(src + selected_row * src_step + selected_cols);
local_data[i * LOCAL_MEM_STEP + lX ] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
selected_cols = ADDR_R(selected_cols, wholecols, selected_cols);
data = *(src + selected_row * src_step + selected_cols);
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#endif
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int process_col = groupX_size * groupX_id + ((lX % THREADS_PER_ROW) << 2);
if(((gY << 2) < rows) && (process_col < operate_cols))
{
int dst_cols_start = dst_offset_x;
int dst_cols_end   = dst_offset_x + cols;
int dst_cols_index = (dst_offset_x + process_col) & 0xfffffffc;
int dst_rows_end   = dst_offset_y + rows;
int dst_rows_index = dst_offset_y + (gY << ROWS_PER_GROUP_BITS) + (lX >> THREADS_PER_ROW_BIT);
uchar4 dst_data = *((__global uchar4 *)(dst + dst_rows_index * dst_step + dst_cols_index));
int4 sum = (int4)(0);
uchar4 data;
for(int i = 0; i < ANCHOR; i++)
{
#pragma unroll
for(int j = 0; j < ANCHOR; j++)
{
if(dst_rows_index < dst_rows_end)
{
int local_row = (lX >> THREADS_PER_ROW_BIT) + i;
int local_cols = ((lX % THREADS_PER_ROW) << ELEMENTS_PER_THREAD_BIT) + j;
data = vload4(0, local_data+local_row * LOCAL_MEM_STEP + local_cols);
sum = sum + (mat_kernel[i * ANCHOR + j] * convert_int4_sat(data));
}
}
}
if(dst_rows_index < dst_rows_end)
{
sum.x = ((dst_cols_index + 0 >= dst_cols_start) && (dst_cols_index + 0 < dst_cols_end)) ? sum.x : dst_data.x;
sum.y = ((dst_cols_index + 1 >= dst_cols_start) && (dst_cols_index + 1 < dst_cols_end)) ? sum.y : dst_data.y;
sum.z = ((dst_cols_index + 2 >= dst_cols_start) && (dst_cols_index + 2 < dst_cols_end)) ? sum.z : dst_data.z;
sum.w = ((dst_cols_index + 3 >= dst_cols_start) && (dst_cols_index + 3 < dst_cols_end)) ? sum.w : dst_data.w;
*((__global uchar4 *)(dst + dst_rows_index * dst_step + dst_cols_index)) = convert_uchar4_sat(sum);
}
}
}
__kernel void filter2D_C1_D5(__global float *src, int src_step, int src_offset_x, int src_offset_y,
__global float *dst, int dst_step, int dst_offset_x, int dst_offset_y,
__constant int *mat_kernel __attribute__((max_constant_size (16384))),
int cols,int rows, int operate_cols, int wholecols, int wholerows)
{
int gX = get_global_id(0);
int gY = get_global_id(1);
int lX = get_local_id(0);
int groupX_size = get_local_size(0);
int groupX_id   = get_group_id(0);
#define dst_align (dst_offset_x & 3)
int cols_start_index_group = src_offset_x - dst_align + groupX_size * groupX_id - ANX;
int rows_start_index       = src_offset_y + (gY << ROWS_PER_GROUP_BITS) - ANY;
__local float local_data[LOCAL_MEM_STEP * ROWS_FETCH];
if(((gY << 2) < rows))
{
for(int i = 0; i < ROWS_FETCH; ++i)
{
if((rows_start_index - src_offset_y) + i < rows + ANY)
{
#ifdef BORDER_CONSTANT
int selected_row  = rows_start_index + i;
int selected_cols = cols_start_index_group + lX;
float data = *((__global float *)((__global char *)src + selected_row * src_step + (selected_cols << 2)));
int con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX ] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
data = *((__global float *)((__global char *)src + selected_row * src_step + (selected_cols << 2)));
con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#else
int selected_row = ADDR_H(rows_start_index + i,  0, wholerows);
selected_row     = ADDR_B(rows_start_index + i, wholerows, selected_row);
int selected_cols = ADDR_L(cols_start_index_group + lX, 0, wholecols);
selected_cols     = ADDR_R(cols_start_index_group + lX, wholecols, selected_cols);
float data = *((__global float *)((__global char *)src + selected_row * src_step + (selected_cols << 2)));
local_data[i * LOCAL_MEM_STEP + lX] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
selected_cols = ADDR_R(selected_cols, wholecols, selected_cols);
data = *((__global float *)((__global char *)src + selected_row * src_step + (selected_cols << 2)));
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#endif
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int process_col = groupX_size * groupX_id + ((lX % THREADS_PER_ROW) << 2);
if(((gY << 2) < rows) && (process_col < operate_cols))
{
int dst_cols_start = dst_offset_x;
int dst_cols_end   = dst_offset_x + cols;
int dst_cols_index = (dst_offset_x + process_col) & 0xfffffffc;
int dst_rows_end   = dst_offset_y + rows;
int dst_rows_index = dst_offset_y + (gY << ROWS_PER_GROUP_BITS) + (lX >> THREADS_PER_ROW_BIT);
float4 dst_data = *((__global float4*)((__global char *)dst + dst_rows_index * dst_step + (dst_cols_index << 2)));
float4 sum = (float4)(0);
float4 data;
for(int i = 0; i < ANCHOR; i++)
{
#pragma unroll
for(int j = 0; j < ANCHOR; j++)
{
if(dst_rows_index < dst_rows_end)
{
int local_row = (lX >> THREADS_PER_ROW_BIT) + i;
int local_cols = ((lX % THREADS_PER_ROW) << ELEMENTS_PER_THREAD_BIT) + j;
data = vload4(0, local_data+local_row * LOCAL_MEM_STEP + local_cols);
sum = sum + ((float)(mat_kernel[i * ANCHOR + j]) * data);
}
}
}
if(dst_rows_index < dst_rows_end)
{
sum.x = ((dst_cols_index + 0 >= dst_cols_start) && (dst_cols_index + 0 < dst_cols_end)) ? sum.x : dst_data.x;
sum.y = ((dst_cols_index + 1 >= dst_cols_start) && (dst_cols_index + 1 < dst_cols_end)) ? sum.y : dst_data.y;
sum.z = ((dst_cols_index + 2 >= dst_cols_start) && (dst_cols_index + 2 < dst_cols_end)) ? sum.z : dst_data.z;
sum.w = ((dst_cols_index + 3 >= dst_cols_start) && (dst_cols_index + 3 < dst_cols_end)) ? sum.w : dst_data.w;
*((__global float4 *)((__global char *)dst + dst_rows_index * dst_step + (dst_cols_index << 2))) = sum;
}
}
}
__kernel void filter2D_C4_D0(__global uchar4 *src, int src_step, int src_offset_x, int src_offset_y,
__global uchar4 *dst, int dst_step, int dst_offset_x, int dst_offset_y,
__constant int *mat_kernel __attribute__((max_constant_size (16384))),
int cols,int rows, int operate_cols, int wholecols, int wholerows)
{
int gX = get_global_id(0);
int gY = get_global_id(1);
int lX = get_local_id(0);
int groupX_size = get_local_size(0);
int groupX_id   = get_group_id(0);
#define dst_align (dst_offset_x & 3)
int cols_start_index_group = src_offset_x - dst_align + groupX_size * groupX_id - ANX;
int rows_start_index       = src_offset_y + (gY << ROWS_PER_GROUP_BITS) - ANY;
__local uchar4 local_data[LOCAL_MEM_STEP * ROWS_FETCH];
if(((gY << 2) < rows))
{
for(int i = 0; i < ROWS_FETCH; ++i)
{
if((rows_start_index - src_offset_y) + i < rows + ANY)
{
#ifdef BORDER_CONSTANT
int selected_row  = rows_start_index + i;
int selected_cols = cols_start_index_group + lX;
uchar4 data = *((__global uchar4*)((__global char*)src + selected_row * src_step + (selected_cols << 2)));
int con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX ] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
data = *((__global uchar4*)((__global char*)src + selected_row * src_step + (selected_cols << 2)));
con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#else
int selected_row = ADDR_H(rows_start_index + i,  0, wholerows);
selected_row     = ADDR_B(rows_start_index + i, wholerows, selected_row);
int selected_cols = ADDR_L(cols_start_index_group + lX, 0, wholecols);
selected_cols     = ADDR_R(cols_start_index_group + lX, wholecols, selected_cols);
uchar4 data = *((__global uchar4*)((__global char*)src + selected_row * src_step + (selected_cols << 2)));
local_data[i * LOCAL_MEM_STEP + lX] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
selected_cols = ADDR_R(selected_cols, wholecols, selected_cols);
data = *((__global uchar4*)((__global char*)src + selected_row * src_step + (selected_cols << 2)));
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#endif
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
int process_col = groupX_size * groupX_id + ((lX % THREADS_PER_ROW) << 2);
if(((gY << 2) < rows) && (process_col < operate_cols))
{
int dst_cols_start = dst_offset_x;
int dst_cols_end   = dst_offset_x + cols;
int dst_cols_index = (dst_offset_x + process_col) & 0xfffffffc;
int dst_rows_end   = dst_offset_y + rows;
int dst_rows_index = dst_offset_y + (gY << ROWS_PER_GROUP_BITS) + (lX >> THREADS_PER_ROW_BIT);
uchar16 dst_data;
dst_data = *((__global uchar16*)((__global char *)dst + dst_rows_index * dst_step + (dst_cols_index << 2)));
int16 sum = (int16)(0);
uchar16 data;
for(int i = 0; i < ANCHOR; i++)
{
#pragma unroll
for(int j = 0; j < ANCHOR; j++)
{
if(dst_rows_index < dst_rows_end)
{
int local_row = (lX >> THREADS_PER_ROW_BIT) + i;
int local_cols = ((lX % THREADS_PER_ROW) << ELEMENTS_PER_THREAD_BIT) + j;
data = vload16(0, (__local uchar *)(local_data+local_row * LOCAL_MEM_STEP + local_cols));
sum = sum + (mat_kernel[i * ANCHOR + j] * convert_int16_sat(data));
}
}
}
if(dst_rows_index < dst_rows_end)
{
uchar16 sum1 = convert_uchar16_sat(sum);
sum1.s0123 = ((dst_cols_index + 0 >= dst_cols_start) && (dst_cols_index + 0 < dst_cols_end))?
sum1.s0123 : dst_data.s0123;
sum1.s4567 = ((dst_cols_index + 1 >= dst_cols_start) && (dst_cols_index + 1 < dst_cols_end))?
sum1.s4567 : dst_data.s4567;
sum1.s89ab = ((dst_cols_index + 2 >= dst_cols_start) && (dst_cols_index + 2 < dst_cols_end))?
sum1.s89ab : dst_data.s89ab;
sum1.scdef = ((dst_cols_index + 3 >= dst_cols_start) && (dst_cols_index + 3 < dst_cols_end))?
sum1.scdef : dst_data.scdef;
*((__global uchar16*)((__global char *)dst + dst_rows_index * dst_step + (dst_cols_index << 2))) = sum1;
}
}
}
#define ROWS_FETCH_C4              (1 + ANY + ANY)
#define LOCAL_MEM_STEP_C4           260
__kernel void filter2D_C4_D5(__global float4 *src, int src_step, int src_offset_x, int src_offset_y,
__global float4 *dst, int dst_step, int dst_offset_x, int dst_offset_y,
__constant int *mat_kernel __attribute__((max_constant_size (16384))),
int cols,int rows, int operate_cols, int wholecols, int wholerows)
{
int gX = get_global_id(0);
int gY = get_global_id(1);
int lX = get_local_id(0);
int groupX_size = get_local_size(0);
int groupX_id   = get_group_id(0);
int cols_start_index_group = src_offset_x + groupX_size * groupX_id - ANX;
int rows_start_index       = src_offset_y + gY - ANY;
__local float4 local_data[LOCAL_MEM_STEP_C4 * ROWS_FETCH_C4];
if((gY < rows) && (gX < (operate_cols + ANX + ANX)))
{
for(int i = 0; i < ROWS_FETCH_C4; ++i)
{
if((rows_start_index - src_offset_y) + i < rows + ANY)
{
#ifdef BORDER_CONSTANT
int selected_row  = rows_start_index + i;
int selected_cols = cols_start_index_group + lX;
float4 data = *((__global float4*)((__global char*)src + selected_row * src_step + (selected_cols << 4)));
int con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX ] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
data = *((__global float4*)((__global char*)src + selected_row * src_step + (selected_cols << 4)));
con = selected_row >=0 && selected_row < wholerows && selected_cols >=0 && selected_cols < wholecols;
data = con ? data : 0;
local_data[i * LOCAL_MEM_STEP + lX + groupX_size] =data;
}
#else
int selected_row = ADDR_H(rows_start_index + i,  0, wholerows);
selected_row     = ADDR_B(rows_start_index + i, wholerows, selected_row);
int selected_cols = ADDR_L(cols_start_index_group + lX, 0, wholecols);
selected_cols     = ADDR_R(cols_start_index_group + lX, wholecols, selected_cols);
float4 data = *((__global float4*)((__global char*)src + selected_row * src_step + (selected_cols << 4)));
local_data[i * LOCAL_MEM_STEP_C4 + lX] =data;
if(lX < (ANX << 1))
{
selected_cols = cols_start_index_group + lX + groupX_size;
selected_cols = ADDR_R(selected_cols, wholecols, selected_cols);
data = *((__global float4*)((__global char*)src + selected_row * src_step + (selected_cols << 4)));
local_data[i * LOCAL_MEM_STEP_C4 + lX + groupX_size] =data;
}
#endif
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if((gY < rows) && (gX < operate_cols))
{
int dst_cols_index = dst_offset_x + gX;
int dst_rows_index = dst_offset_y + gY;
float4 sum = (float4)(0);
for(int i = 0; i < ANCHOR; i++)
{
for(int j = 0; j < ANCHOR; j++)
{
int local_cols = lX + j;
sum = sum + ((float)mat_kernel[i * ANCHOR + j] * local_data[i * LOCAL_MEM_STEP_C4 + local_cols]);
}
}
*((__global float4*)((__global char *)dst + dst_rows_index * dst_step + (dst_cols_index << 4))) = sum;
}
}
#ifdef BORDER_REPLICATE
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (l_edge)   : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (r_edge)-1 : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (t_edge)   :(i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (b_edge)-1 :(addr))
#endif
#ifdef BORDER_REFLECT
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)-1               : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-1+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)-1 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-1+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_REFLECT_101
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? -(i)                 : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? -(i)-2+((r_edge)<<1) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? -(i)                 : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? -(i)-2+((b_edge)<<1) : (addr))
#endif
#ifdef BORDER_WRAP
#define ADDR_L(i, l_edge, r_edge)  ((i) <  (l_edge) ? (i)+(r_edge) : (i))
#define ADDR_R(i, r_edge, addr)    ((i) >= (r_edge) ? (i)-(r_edge) : (addr))
#define ADDR_H(i, t_edge, b_edge)  ((i) <  (t_edge) ? (i)+(b_edge) : (i))
#define ADDR_B(i, b_edge, addr)    ((i) >= (b_edge) ? (i)-(b_edge) : (addr))
#endif
#define THREADS 256
#define ELEM(i, l_edge, r_edge, elem1, elem2) (i) >= (l_edge) && (i) < (r_edge) ? (elem1) : (elem2)
inline void update_dst_C1_D0(__global uchar *dst, __local uint* temp,
int dst_rows, int dst_cols,
int dst_startX, int dst_x_off,
float alpha)
{
if(get_local_id(0) < anX || get_local_id(0) >= (THREADS-ksX+anX+1))
{
return;
}
uint4 tmp_sum = 0;
int posX = dst_startX - dst_x_off + (get_local_id(0)-anX)*4;
int posY = (get_group_id(1) << 1);
for(int i=-anX; i<=anX; i++)
{
tmp_sum += vload4(get_local_id(0), temp+i);
}
if(posY < dst_rows && posX < dst_cols)
{
tmp_sum /= (uint4) alpha;
if(posX >= 0 && posX < dst_cols)
*(dst) = tmp_sum.x;
if(posX+1 >= 0 && posX+1 < dst_cols)
*(dst + 1) = tmp_sum.y;
if(posX+2 >= 0 && posX+2 < dst_cols)
*(dst + 2) = tmp_sum.z;
if(posX+3 >= 0 && posX+3 < dst_cols)
*(dst + 3) = tmp_sum.w;
}
}
inline void update_dst_C4_D0(__global uchar4 *dst, __local uint4* temp,
int dst_rows, int dst_cols,
int dst_startX, int dst_x_off,
float alpha)
{
if(get_local_id(0) >= (THREADS-ksX+1))
{
return;
}
int posX = dst_startX - dst_x_off + get_local_id(0);
int posY = (get_group_id(1) << 1);
uint4 temp_sum = 0;
for(int i=-anX; i<=anX; i++)
{
temp_sum += temp[get_local_id(0) + anX + i];
}
if(posX >= 0 && posX < dst_cols && posY >= 0 && posY < dst_rows)
*dst = convert_uchar4(convert_float4(temp_sum)/alpha);
}
__kernel void boxFilter_C1_D0(__global const uchar * restrict src, __global uchar *dst, float alpha,
int src_offset, int src_whole_rows, int src_whole_cols, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step
)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
int src_x_off = src_offset % src_step;
int src_y_off = src_offset / src_step;
int dst_x_off = dst_offset % dst_step;
int dst_y_off = dst_offset / dst_step;
int head_off = dst_x_off%4;
int startX = ((gX * (THREADS-ksX+1)-anX) * 4) - head_off + src_x_off;
int startY = (gY << 1) - anY + src_y_off;
int dst_startX = (gX * (THREADS-ksX+1) * 4) - head_off + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
uint4 data[ksY+1];
__local uint4 temp[2][THREADS];
#ifdef BORDER_CONSTANT
for(int i=0; i < ksY+1; i++)
{
if(startY+i >=0 && startY+i < src_whole_rows && startX+col*4 >=0 && startX+col*4+3=0 && startY+i < src_whole_rows && startX+col*4 >=0 && startX+col*4=0 && startY+i < src_whole_rows && startX+col*4+1 >=0 && startX+col*4+1=0 && startY+i < src_whole_rows && startX+col*4+2 >=0 && startX+col*4+2=0 && startY+i < src_whole_rows && startX+col*4+3 >=0 && startX+col*4+3src_whole_cols-1)
| (startY+i<0) | (startY+i>src_whole_rows-1);
if(not_all_in_range)
{
int selected_row;
int4 selected_col;
selected_row = ADDR_H(startY+i, 0, src_whole_rows);
selected_row = ADDR_B(startY+i, src_whole_rows, selected_row);
selected_col.x = ADDR_L(startX+col*4, 0, src_whole_cols);
selected_col.x = ADDR_R(startX+col*4, src_whole_cols, selected_col.x);
selected_col.y = ADDR_L(startX+col*4+1, 0, src_whole_cols);
selected_col.y = ADDR_R(startX+col*4+1, src_whole_cols, selected_col.y);
selected_col.z = ADDR_L(startX+col*4+2, 0, src_whole_cols);
selected_col.z = ADDR_R(startX+col*4+2, src_whole_cols, selected_col.z);
selected_col.w = ADDR_L(startX+col*4+3, 0, src_whole_cols);
selected_col.w = ADDR_R(startX+col*4+3, src_whole_cols, selected_col.w);
data[i].x = *(src + selected_row * src_step + selected_col.x);
data[i].y = *(src + selected_row * src_step + selected_col.y);
data[i].z = *(src + selected_row * src_step + selected_col.z);
data[i].w = *(src + selected_row * src_step + selected_col.w);
}
else
{
data[i] =  convert_uint4(vload4(col,(__global uchar*)(src+(startY+i)*src_step + startX)));
}
}
#endif
uint4 tmp_sum = 0;
for(int i=1; i < ksY; i++)
{
tmp_sum += (data[i]);
}
int index = dst_startY * dst_step + dst_startX + (col-anX)*4;
temp[0][col] = tmp_sum + (data[0]);
temp[1][col] = tmp_sum + (data[ksY]);
barrier(CLK_LOCAL_MEM_FENCE);
update_dst_C1_D0(dst+index, (__local uint *)(temp[0]),
dst_rows, dst_cols, dst_startX, dst_x_off, alpha);
update_dst_C1_D0(dst+index+dst_step, (__local uint *)(temp[1]),
dst_rows, dst_cols, dst_startX, dst_x_off, alpha);
}
__kernel void boxFilter_C4_D0(__global const uchar4 * restrict src, __global uchar4 *dst, float alpha,
int src_offset, int src_whole_rows, int src_whole_cols, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step
)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
int src_x_off = (src_offset % src_step) >> 2;
int src_y_off = src_offset / src_step;
int dst_x_off = (dst_offset % dst_step) >> 2;
int dst_y_off = dst_offset / dst_step;
int startX = gX * (THREADS-ksX+1) - anX + src_x_off;
int startY = (gY << 1) - anY + src_y_off;
int dst_startX = gX * (THREADS-ksX+1) + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
uint4 data[ksY+1];
__local uint4 temp[2][THREADS];
#ifdef BORDER_CONSTANT
bool con;
for(int i=0; i < ksY+1; i++)
{
con = startX+col >= 0 && startX+col < src_whole_cols && startY+i >= 0 && startY+i < src_whole_rows;
int cur_col = clamp(startX + col, 0, src_whole_cols);
data[i].x = con ? src[(startY+i)*(src_step>>2) + cur_col].x : 0;
data[i].y = con ? src[(startY+i)*(src_step>>2) + cur_col].y : 0;
data[i].z = con ? src[(startY+i)*(src_step>>2) + cur_col].z : 0;
data[i].w = con ? src[(startY+i)*(src_step>>2) + cur_col].w : 0;
}
#else
for(int i=0; i < ksY+1; i++)
{
int selected_row;
int selected_col;
selected_row = ADDR_H(startY+i, 0, src_whole_rows);
selected_row = ADDR_B(startY+i, src_whole_rows, selected_row);
selected_col = ADDR_L(startX+col, 0, src_whole_cols);
selected_col = ADDR_R(startX+col, src_whole_cols, selected_col);
data[i] = convert_uint4(src[selected_row * (src_step>>2) + selected_col]);
}
#endif
uint4 tmp_sum = 0;
for(int i=1; i < ksY; i++)
{
tmp_sum += (data[i]);
}
int index = dst_startY * (dst_step>>2)+ dst_startX + col;
temp[0][col] = tmp_sum + (data[0]);
temp[1][col] = tmp_sum + (data[ksY]);
barrier(CLK_LOCAL_MEM_FENCE);
update_dst_C4_D0(dst+index, (__local uint4 *)(temp[0]),
dst_rows, dst_cols, dst_startX, dst_x_off, alpha);
update_dst_C4_D0(dst+index+(dst_step>>2), (__local uint4 *)(temp[1]),
dst_rows, dst_cols, dst_startX, dst_x_off, alpha);
}
__kernel void boxFilter_C1_D5(__global const float *restrict src, __global float *dst, float alpha,
int src_offset, int src_whole_rows, int src_whole_cols, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step
)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
int src_x_off = (src_offset % src_step) >> 2;
int src_y_off = src_offset / src_step;
int dst_x_off = (dst_offset % dst_step) >> 2;
int dst_y_off = dst_offset / dst_step;
int startX = gX * (THREADS-ksX+1) - anX + src_x_off;
int startY = (gY << 1) - anY + src_y_off;
int dst_startX = gX * (THREADS-ksX+1) + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
float data[ksY+1];
__local float temp[2][THREADS];
#ifdef BORDER_CONSTANT
bool con;
float ss;
for(int i=0; i < ksY+1; i++)
{
con = startX+col >= 0 && startX+col < src_whole_cols && startY+i >= 0 && startY+i < src_whole_rows;
int cur_col = clamp(startX + col, 0, src_whole_cols);
ss = (startY+i)=0&&cur_col>=0&&cur_col>2) + cur_col]:(float)0;
data[i] = con ? ss : 0.f;
}
#else
for(int i=0; i < ksY+1; i++)
{
int selected_row;
int selected_col;
selected_row = ADDR_H(startY+i, 0, src_whole_rows);
selected_row = ADDR_B(startY+i, src_whole_rows, selected_row);
selected_col = ADDR_L(startX+col, 0, src_whole_cols);
selected_col = ADDR_R(startX+col, src_whole_cols, selected_col);
data[i] = src[selected_row * (src_step>>2) + selected_col];
}
#endif
float sum0 = 0.0, sum1 = 0.0, sum2 = 0.0;
for(int i=1; i < ksY; i++)
{
sum0 += (data[i]);
}
sum1 = sum0 + (data[0]);
sum2 = sum0 + (data[ksY]);
temp[0][col] = sum1;
temp[1][col] = sum2;
barrier(CLK_LOCAL_MEM_FENCE);
if(col < (THREADS-(ksX-1)))
{
col += anX;
int posX = dst_startX - dst_x_off + col - anX;
int posY = (gY << 1);
float tmp_sum[2]= {0.0, 0.0};
for(int k=0; k<2; k++)
for(int i=-anX; i<=anX; i++)
{
tmp_sum[k] += temp[k][col+i];
}
for(int i=0; i<2; i++)
{
if(posX >= 0 && posX < dst_cols && (posY+i) >= 0 && (posY+i) < dst_rows)
dst[(dst_startY+i) * (dst_step>>2)+ dst_startX + col - anX] = tmp_sum[i]/alpha;
}
}
}
__kernel void boxFilter_C4_D5(__global const float4 *restrict src, __global float4 *dst, float alpha,
int src_offset, int src_whole_rows, int src_whole_cols, int src_step,
int dst_offset, int dst_rows, int dst_cols, int dst_step
)
{
int col = get_local_id(0);
const int gX = get_group_id(0);
const int gY = get_group_id(1);
int src_x_off = (src_offset % src_step) >> 4;
int src_y_off = src_offset / src_step;
int dst_x_off = (dst_offset % dst_step) >> 4;
int dst_y_off = dst_offset / dst_step;
int startX = gX * (THREADS-ksX+1) - anX + src_x_off;
int startY = (gY << 1) - anY + src_y_off;
int dst_startX = gX * (THREADS-ksX+1) + dst_x_off;
int dst_startY = (gY << 1) + dst_y_off;
float4 data[ksY+1];
__local float4 temp[2][THREADS];
#ifdef BORDER_CONSTANT
bool con;
float4 ss;
for(int i=0; i < ksY+1; i++)
{
con = startX+col >= 0 && startX+col < src_whole_cols && startY+i >= 0 && startY+i < src_whole_rows;
int cur_col = clamp(startX + col, 0, src_whole_cols);
ss = (startY+i)=0&&cur_col>=0&&cur_col>4) + cur_col]:(float4)0;
data[i] = con ? ss : (float4)(0.0,0.0,0.0,0.0);
}
#else
for(int i=0; i < ksY+1; i++)
{
int selected_row;
int selected_col;
selected_row = ADDR_H(startY+i, 0, src_whole_rows);
selected_row = ADDR_B(startY+i, src_whole_rows, selected_row);
selected_col = ADDR_L(startX+col, 0, src_whole_cols);
selected_col = ADDR_R(startX+col, src_whole_cols, selected_col);
data[i] = src[selected_row * (src_step>>4) + selected_col];
}
#endif
float4 sum0 = 0.0, sum1 = 0.0, sum2 = 0.0;
for(int i=1; i < ksY; i++)
{
sum0 += (data[i]);
}
sum1 = sum0 + (data[0]);
sum2 = sum0 + (data[ksY]);
temp[0][col] = sum1;
temp[1][col] = sum2;
barrier(CLK_LOCAL_MEM_FENCE);
if(col < (THREADS-(ksX-1)))
{
col += anX;
int posX = dst_startX - dst_x_off + col - anX;
int posY = (gY << 1);
float4 tmp_sum[2]= {(float4)(0.0,0.0,0.0,0.0), (float4)(0.0,0.0,0.0,0.0)};
for(int k=0; k<2; k++)
for(int i=-anX; i<=anX; i++)
{
tmp_sum[k] += temp[k][col+i];
}
for(int i=0; i<2; i++)
{
if(posX >= 0 && posX < dst_cols && (posY+i) >= 0 && (posY+i) < dst_rows)
dst[(dst_startY+i) * (dst_step>>4)+ dst_startX + col - anX] = tmp_sum[i]/alpha;
}
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#define DATA_TYPE UNDEFINED
#if defined (DEPTH_0)
#undef  DATA_TYPE
#define DATA_TYPE uchar
#define MAX_NUM  255
#define HALF_MAX 128
#define SAT_CAST(num) convert_uchar_sat(num)
#endif
#if defined (DEPTH_2)
#undef  DATA_TYPE
#define DATA_TYPE ushort
#define MAX_NUM  65535
#define HALF_MAX 32768
#define SAT_CAST(num) convert_ushort_sat(num)
#endif
#if defined (DEPTH_5)
#undef  DATA_TYPE
#define DATA_TYPE float
#define MAX_NUM  1.0f
#define HALF_MAX 0.5f
#define SAT_CAST(num) (num)
#endif
#define CV_DESCALE(x,n) (((x) + (1 << ((n)-1))) >> (n))
enum
{
yuv_shift  = 14,
xyz_shift  = 12,
R2Y        = 4899,
G2Y        = 9617,
B2Y        = 1868,
BLOCK_SIZE = 256
};
__kernel void RGB2Gray(int cols,int rows,int src_step,int dst_step,int channels,
int bidx, __global const DATA_TYPE* src, __global DATA_TYPE* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
src_step /= sizeof(DATA_TYPE);
dst_step /= sizeof(DATA_TYPE);
if (y < rows && x < cols)
{
int src_idx = y * src_step + x * channels;
int dst_idx = y * dst_step + x;
#if defined (DEPTH_5)
dst[dst_idx] = src[src_idx + bidx] * 0.114f + src[src_idx + 1] * 0.587f + src[src_idx + (bidx^2)] * 0.299f;
#else
dst[dst_idx] = (DATA_TYPE)CV_DESCALE((src[src_idx + bidx] * B2Y + src[src_idx + 1] * G2Y + src[src_idx + (bidx^2)] * R2Y), yuv_shift);
#endif
}
}
__kernel void Gray2RGB(int cols,int rows,int src_step,int dst_step,
__global const DATA_TYPE* src, __global DATA_TYPE* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
src_step /= sizeof(DATA_TYPE);
dst_step /= sizeof(DATA_TYPE);
if (y < rows && x < cols)
{
int src_idx = y * src_step + x;
int dst_idx = y * dst_step + x * 4;
DATA_TYPE val = src[src_idx];
dst[dst_idx++] = val;
dst[dst_idx++] = val;
dst[dst_idx++] = val;
dst[dst_idx] = MAX_NUM;
}
}
__constant float c_RGB2YUVCoeffs_f[5]  = { 0.114f, 0.587f, 0.299f, 0.492f, 0.877f };
__constant int   c_RGB2YUVCoeffs_i[5]  = { B2Y, G2Y, R2Y, 8061, 14369 };
__kernel void RGB2YUV(int cols,int rows,int src_step,int dst_step,int channels,
int bidx, __global const DATA_TYPE* src, __global DATA_TYPE* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
src_step /= sizeof(DATA_TYPE);
dst_step /= sizeof(DATA_TYPE);
if (y < rows && x < cols)
{
int src_idx = y * src_step + x * channels;
int dst_idx = y * dst_step + x * channels;
dst += dst_idx;
const DATA_TYPE rgb[] = {src[src_idx], src[src_idx + 1], src[src_idx + 2]};
#if defined (DEPTH_5)
__constant float * coeffs = c_RGB2YUVCoeffs_f;
const DATA_TYPE Y  = rgb[0] * coeffs[bidx] + rgb[1] * coeffs[1] + rgb[2] * coeffs[bidx^2];
const DATA_TYPE Cr = (rgb[bidx] - Y) * coeffs[3] + HALF_MAX;
const DATA_TYPE Cb = (rgb[bidx^2] - Y) * coeffs[4] + HALF_MAX;
#else
__constant int * coeffs = c_RGB2YUVCoeffs_i;
const int delta = HALF_MAX * (1 << yuv_shift);
const int Y =  CV_DESCALE(rgb[0] * coeffs[bidx] + rgb[1] * coeffs[1] + rgb[2] * coeffs[bidx^2], yuv_shift);
const int Cr = CV_DESCALE((rgb[bidx] - Y) * coeffs[3] + delta, yuv_shift);
const int Cb = CV_DESCALE((rgb[bidx^2] - Y) * coeffs[4] + delta, yuv_shift);
#endif
dst[0] = SAT_CAST( Y );
dst[1] = SAT_CAST( Cr );
dst[2] = SAT_CAST( Cb );
}
}
__constant float c_YUV2RGBCoeffs_f[5] = { 2.032f, -0.395f, -0.581f, 1.140f };
__constant int   c_YUV2RGBCoeffs_i[5] = { 33292, -6472, -9519, 18678 };
__kernel void YUV2RGB(int cols,int rows,int src_step,int dst_step,int channels,
int bidx, __global const DATA_TYPE* src, __global DATA_TYPE* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
src_step /= sizeof(DATA_TYPE);
dst_step /= sizeof(DATA_TYPE);
if (y < rows && x < cols)
{
int src_idx = y * src_step + x * channels;
int dst_idx = y * dst_step + x * channels;
dst += dst_idx;
const DATA_TYPE yuv[] = {src[src_idx], src[src_idx + 1], src[src_idx + 2]};
#if defined (DEPTH_5)
__constant float * coeffs = c_YUV2RGBCoeffs_f;
const float b = yuv[0] + (yuv[2] - HALF_MAX) * coeffs[3];
const float g = yuv[0] + (yuv[2] - HALF_MAX) * coeffs[2] + (yuv[1] - HALF_MAX) * coeffs[1];
const float r = yuv[0] + (yuv[1] - HALF_MAX) * coeffs[0];
#else
__constant int * coeffs = c_YUV2RGBCoeffs_i;
const int b = yuv[0] + CV_DESCALE((yuv[2] - HALF_MAX) * coeffs[3], yuv_shift);
const int g = yuv[0] + CV_DESCALE((yuv[2] - HALF_MAX) * coeffs[2] + (yuv[1] - HALF_MAX) * coeffs[1], yuv_shift);
const int r = yuv[0] + CV_DESCALE((yuv[1] - HALF_MAX) * coeffs[0], yuv_shift);
#endif
dst[bidx^2] = SAT_CAST( b );
dst[1]      = SAT_CAST( g );
dst[bidx]   = SAT_CAST( r );
}
}
__constant int ITUR_BT_601_CY = 1220542;
__constant int ITUR_BT_601_CUB = 2116026;
__constant int ITUR_BT_601_CUG = 409993;
__constant int ITUR_BT_601_CVG = 852492;
__constant int ITUR_BT_601_CVR = 1673527;
__constant int ITUR_BT_601_SHIFT = 20;
__kernel void YUV2RGBA_NV12(int cols,int rows,int src_step,int dst_step,
int bidx, int width, int height, __global const uchar* src, __global uchar* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
if (y < height / 2 && x < width / 2 )
{
__global const uchar* ysrc = src + (y << 1)       * src_step + (x << 1);
__global const uchar* usrc = src + (height + y)   * src_step + (x << 1);
__global uchar*       dst1 = dst + (y << 1)       * dst_step + (x << 3);
__global uchar*       dst2 = dst + ((y << 1) + 1) * dst_step + (x << 3);
int Y1 = ysrc[0];
int Y2 = ysrc[1];
int Y3 = ysrc[src_step];
int Y4 = ysrc[src_step + 1];
int U  = usrc[0] - 128;
int V  = usrc[1] - 128;
int ruv = (1 << (ITUR_BT_601_SHIFT - 1)) + ITUR_BT_601_CVR * V;
int guv = (1 << (ITUR_BT_601_SHIFT - 1)) - ITUR_BT_601_CVG * V - ITUR_BT_601_CUG * U;
int buv = (1 << (ITUR_BT_601_SHIFT - 1)) + ITUR_BT_601_CUB * U;
Y1 = max(0, Y1 - 16) * ITUR_BT_601_CY;
dst1[2 - bidx]     = convert_uchar_sat((Y1 + ruv) >> ITUR_BT_601_SHIFT);
dst1[1]        = convert_uchar_sat((Y1 + guv) >> ITUR_BT_601_SHIFT);
dst1[bidx] = convert_uchar_sat((Y1 + buv) >> ITUR_BT_601_SHIFT);
dst1[3]        = 255;
Y2 = max(0, Y2 - 16) * ITUR_BT_601_CY;
dst1[6 - bidx] = convert_uchar_sat((Y2 + ruv) >> ITUR_BT_601_SHIFT);
dst1[5]        = convert_uchar_sat((Y2 + guv) >> ITUR_BT_601_SHIFT);
dst1[4 + bidx] = convert_uchar_sat((Y2 + buv) >> ITUR_BT_601_SHIFT);
dst1[7]        = 255;
Y3 = max(0, Y3 - 16) * ITUR_BT_601_CY;
dst2[2 - bidx]     = convert_uchar_sat((Y3 + ruv) >> ITUR_BT_601_SHIFT);
dst2[1]        = convert_uchar_sat((Y3 + guv) >> ITUR_BT_601_SHIFT);
dst2[bidx] = convert_uchar_sat((Y3 + buv) >> ITUR_BT_601_SHIFT);
dst2[3]        = 255;
Y4 = max(0, Y4 - 16) * ITUR_BT_601_CY;
dst2[6 - bidx] = convert_uchar_sat((Y4 + ruv) >> ITUR_BT_601_SHIFT);
dst2[5]        = convert_uchar_sat((Y4 + guv) >> ITUR_BT_601_SHIFT);
dst2[4 + bidx] = convert_uchar_sat((Y4 + buv) >> ITUR_BT_601_SHIFT);
dst2[7]        = 255;
}
}
__constant float c_RGB2YCrCbCoeffs_f[5] = {0.299f, 0.587f, 0.114f, 0.713f, 0.564f};
__constant int   c_RGB2YCrCbCoeffs_i[5] = {R2Y, G2Y, B2Y, 11682, 9241};
__kernel void RGB2YCrCb(int cols,int rows,int src_step,int dst_step,int channels,
int bidx, __global const DATA_TYPE* src, __global DATA_TYPE* dst)
{
const int x = get_global_id(0);
const int y = get_global_id(1);
src_step /= sizeof(DATA_TYPE);
dst_step /= sizeof(DATA_TYPE);
if (y < rows && x < cols)
{
int src_idx = y * src_step + x * channels;
int dst_idx = y * dst_step + x * channels;
dst += dst_idx;
const DATA_TYPE rgb[] = {src[src_idx], src[src_idx + 1], src[src_idx + 2]};
#if defined (DEPTH_5)
__constant float * coeffs = c_RGB2YCrCbCoeffs_f;
const DATA_TYPE Y  = rgb[0] * coeffs[bidx^2] + rgb[1] * coeffs[1] + rgb[2] * coeffs[bidx];
const DATA_TYPE Cr = (rgb[bidx^2] - Y) * coeffs[3] + HALF_MAX;
const DATA_TYPE Cb = (rgb[bidx] - Y) * coeffs[4] + HALF_MAX;
#else
__constant int * coeffs = c_RGB2YCrCbCoeffs_i;
const int delta = HALF_MAX * (1 << yuv_shift);
const int Y =  CV_DESCALE(rgb[0] * coeffs[bidx^2] + rgb[1] * coeffs[1] + rgb[2] * coeffs[bidx], yuv_shift);
const int Cr = CV_DESCALE((rgb[bidx^2] - Y) * coeffs[3] + delta, yuv_shift);
const int Cb = CV_DESCALE((rgb[bidx] - Y) * coeffs[4] + delta, yuv_shift);
#endif
dst[0] = SAT_CAST( Y );
dst[1] = SAT_CAST( Cr );
dst[2] = SAT_CAST( Cb );
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void convertC3C4(__global const GENTYPE4 * restrict src, __global GENTYPE4 *dst, int cols, int rows,
int dstStep_in_piexl,int pixel_end)
{
int id = get_global_id(0);
int3 pixelid = (int3)(mul24(id,3),mad24(id,3,1),mad24(id,3,2));
pixelid = clamp(pixelid,0,pixel_end);
GENTYPE4 pixel0, pixel1, pixel2, outpix0,outpix1,outpix2,outpix3;
pixel0 = src[pixelid.x];
pixel1 = src[pixelid.y];
pixel2 = src[pixelid.z];
outpix0 = (GENTYPE4)(pixel0.x,pixel0.y,pixel0.z,0);
outpix1 = (GENTYPE4)(pixel0.w,pixel1.x,pixel1.y,0);
outpix2 = (GENTYPE4)(pixel1.z,pixel1.w,pixel2.x,0);
outpix3 = (GENTYPE4)(pixel2.y,pixel2.z,pixel2.w,0);
int4 outy = (id<<2)/cols;
int4 outx = (id<<2)%cols;
outx.y++;
outx.z+=2;
outx.w+=3;
outy = select(outy,outy+1,outx>=cols);
outx = select(outx,outx-cols,outx>=cols);
int4 addr = mad24(outy,(int4)dstStep_in_piexl,outx);
if(outx.w=(int4)cols);
y4=clamp(y4,(int4)0,(int4)(rows-1));
x4 = select(x4,x4-(int4)cols,x4>=(int4)cols);
int4 addr = mad24(y4,(int4)srcStep_in_pixel,x4);
GENTYPE4 pixel0,pixel1,pixel2,pixel3, outpixel1, outpixel2;
pixel0 = src[addr.x];
pixel1 = src[addr.y];
pixel2 = src[addr.z];
pixel3 = src[addr.w];
pixel0.w = pixel1.x;
outpixel1.x = pixel1.y;
outpixel1.y = pixel1.z;
outpixel1.z = pixel2.x;
outpixel1.w = pixel2.y;
outpixel2.x = pixel2.z;
outpixel2.y = pixel3.x;
outpixel2.z = pixel3.y;
outpixel2.w = pixel3.z;
int4 outaddr = mul24(id>>2 , 3);
outaddr.y++;
outaddr.z+=2;
if(outaddr.z <= pixel_end)
{
dst[outaddr.x] = pixel0;
dst[outaddr.y] = outpixel1;
dst[outaddr.z] = outpixel2;
}
else if(outaddr.y <= pixel_end)
{
dst[outaddr.x] = pixel0;
dst[outaddr.y] = outpixel1;
}
else if(outaddr.x <= pixel_end)
{
dst[outaddr.x] = pixel0;
}
}
__kernel
void buildWarpPlaneMaps
(
__global float * map_x,
__global float * map_y,
__constant float * KRT,
int tl_u,
int tl_v,
int cols,
int rows,
int step_x,
int step_y,
float scale
)
{
int du = get_global_id(0);
int dv = get_global_id(1);
step_x /= sizeof(float);
step_y /= sizeof(float);
__constant float * ck_rinv = KRT;
__constant float * ct      = KRT + 9;
if (du < cols && dv < rows)
{
float u = tl_u + du;
float v = tl_v + dv;
float x, y;
float x_ = u / scale - ct[0];
float y_ = v / scale - ct[1];
float z;
x = ck_rinv[0] * x_ + ck_rinv[1] * y_ + ck_rinv[2] * (1 - ct[2]);
y = ck_rinv[3] * x_ + ck_rinv[4] * y_ + ck_rinv[5] * (1 - ct[2]);
z = ck_rinv[6] * x_ + ck_rinv[7] * y_ + ck_rinv[8] * (1 - ct[2]);
x /= z;
y /= z;
map_x[dv * step_x + du] = x;
map_y[dv * step_y + du] = y;
}
}
__kernel
void buildWarpCylindricalMaps
(
__global float * map_x,
__global float * map_y,
__constant float * ck_rinv,
int tl_u,
int tl_v,
int cols,
int rows,
int step_x,
int step_y,
float scale
)
{
int du = get_global_id(0);
int dv = get_global_id(1);
step_x /= sizeof(float);
step_y /= sizeof(float);
if (du < cols && dv < rows)
{
float u = tl_u + du;
float v = tl_v + dv;
float x, y;
u /= scale;
float x_ = sin(u);
float y_ = v / scale;
float z_ = cos(u);
float z;
x = ck_rinv[0] * x_ + ck_rinv[1] * y_ + ck_rinv[2] * z_;
y = ck_rinv[3] * x_ + ck_rinv[4] * y_ + ck_rinv[5] * z_;
z = ck_rinv[6] * x_ + ck_rinv[7] * y_ + ck_rinv[8] * z_;
if (z > 0) { x /= z; y /= z; }
else x = y = -1;
map_x[dv * step_x + du] = x;
map_y[dv * step_y + du] = y;
}
}
__kernel
void buildWarpSphericalMaps
(
__global float * map_x,
__global float * map_y,
__constant float * ck_rinv,
int tl_u,
int tl_v,
int cols,
int rows,
int step_x,
int step_y,
float scale
)
{
int du = get_global_id(0);
int dv = get_global_id(1);
step_x /= sizeof(float);
step_y /= sizeof(float);
if (du < cols && dv < rows)
{
float u = tl_u + du;
float v = tl_v + dv;
float x, y;
v /= scale;
u /= scale;
float sinv = sin(v);
float x_ = sinv * sin(u);
float y_ = - cos(v);
float z_ = sinv * cos(u);
float z;
x = ck_rinv[0] * x_ + ck_rinv[1] * y_ + ck_rinv[2] * z_;
y = ck_rinv[3] * x_ + ck_rinv[4] * y_ + ck_rinv[5] * z_;
z = ck_rinv[6] * x_ + ck_rinv[7] * y_ + ck_rinv[8] * z_;
if (z > 0) { x /= z; y /= z; }
else x = y = -1;
map_x[dv * step_x + du] = x;
map_y[dv * step_y + du] = y;
}
}
__kernel
void buildWarpAffineMaps
(
__global float * xmap,
__global float * ymap,
__constant float * c_warpMat,
int cols,
int rows,
int step_x,
int step_y
)
{
int x = get_global_id(0);
int y = get_global_id(1);
step_x /= sizeof(float);
step_y /= sizeof(float);
if (x < cols && y < rows)
{
const float xcoo = c_warpMat[0] * x + c_warpMat[1] * y + c_warpMat[2];
const float ycoo = c_warpMat[3] * x + c_warpMat[4] * y + c_warpMat[5];
map_x[y * step_x + x] = xcoo;
map_y[y * step_y + x] = ycoo;
}
}
__kernel
void buildWarpPerspectiveMaps
(
__global float * xmap,
__global float * ymap,
__constant float * c_warpMat,
int cols,
int rows,
int step_x,
int step_y
)
{
int x = get_global_id(0);
int y = get_global_id(1);
step_x /= sizeof(float);
step_y /= sizeof(float);
if (x < cols && y < rows)
{
const float coeff = 1.0f / (c_warpMat[6] * x + c_warpMat[7] * y + c_warpMat[8]);
const float xcoo = coeff * (c_warpMat[0] * x + c_warpMat[1] * y + c_warpMat[2]);
const float ycoo = coeff * (c_warpMat[3] * x + c_warpMat[4] * y + c_warpMat[5]);
map_x[y * step_x + x] = xcoo;
map_y[y * step_y + x] = ycoo;
}
}
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#define MAX_FLOAT 3.40282e+038f
#ifndef T
#define T float
#endif
#ifndef BLOCK_SIZE
#define BLOCK_SIZE 16
#endif
#ifndef MAX_DESC_LEN
#define MAX_DESC_LEN 64
#endif
#ifndef DIST_TYPE
#define DIST_TYPE 0
#endif
int bit1Count(int v)
{
v = v - ((v >> 1) & 0x55555555);
v = (v & 0x33333333) + ((v >> 2) & 0x33333333);
return ((v + (v >> 4) & 0xF0F0F0F) * 0x1010101) >> 24;
}
#if   (DIST_TYPE == 0)
#   ifdef T_FLOAT
#       define DIST(x, y) fabs((x) - (y))
typedef float value_type;
typedef float result_type;
#   else
#       define DIST(x, y) abs((x) - (y))
typedef int value_type;
typedef int result_type;
#   endif
#define DIST_RES(x) (x)
#elif (DIST_TYPE == 1)
#define DIST(x, y) (((x) - (y)) * ((x) - (y)))
typedef float value_type;
typedef float result_type;
#define DIST_RES(x) sqrt(x)
#elif (DIST_TYPE == 2)
#define DIST(x, y) bit1Count( (x) ^ (y) )
typedef int value_type;
typedef int result_type;
#define DIST_RES(x) (x)
#endif
result_type reduce_block(
__local value_type *s_query,
__local value_type *s_train,
int lidx,
int lidy
)
{
result_type result = 0;
#pragma unroll
for (int j = 0 ; j < BLOCK_SIZE ; j++)
{
result += DIST(
s_query[lidy * BLOCK_SIZE + j],
s_train[j * BLOCK_SIZE + lidx]);
}
return DIST_RES(result);
}
result_type reduce_multi_block(
__local value_type *s_query,
__local value_type *s_train,
int block_index,
int lidx,
int lidy
)
{
result_type result = 0;
#pragma unroll
for (int j = 0 ; j < BLOCK_SIZE ; j++)
{
result += DIST(
s_query[lidy * MAX_DESC_LEN + block_index * BLOCK_SIZE + j],
s_train[j * BLOCK_SIZE + lidx]);
}
return DIST_RES(result);
}
__kernel void BruteForceMatch_UnrollMatch(
__global T *query,
__global T *train,
__global int *bestTrainIdx,
__global float *bestDistance,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * MAX_DESC_LEN;
int queryIdx = groupidx * BLOCK_SIZE + lidy;
#pragma unroll
for (int i = 0 ;  i <  MAX_DESC_LEN / BLOCK_SIZE; i ++)
{
int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * MAX_DESC_LEN + loadx] = loadx < query_cols ? query[min(queryIdx, query_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
}
float myBestDistance = MAX_FLOAT;
int myBestTrainIdx = -1;
volatile int imgIdx = 0;
for (int t = 0, endt = (train_rows + BLOCK_SIZE - 1) / BLOCK_SIZE; t < endt; t++)
{
result_type result = 0;
#pragma unroll
for (int i = 0 ; i < MAX_DESC_LEN / BLOCK_SIZE ; i++)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_train[lidx * BLOCK_SIZE + lidy] = loadx < train_cols ? train[min(t * BLOCK_SIZE + lidy, train_rows - 1) * (step / sizeof(float)) + loadx] : 0;
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_multi_block(s_query, s_train, i, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
int trainIdx = t * BLOCK_SIZE + lidx;
if (queryIdx < query_rows && trainIdx < train_rows && result < myBestDistance)
{
myBestDistance = result;
myBestTrainIdx = trainIdx;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
__local float *s_distance = (__local float*)(sharebuffer);
__local int* s_trainIdx = (__local int *)(sharebuffer + BLOCK_SIZE * BLOCK_SIZE);
s_distance += lidy * BLOCK_SIZE;
s_trainIdx += lidy * BLOCK_SIZE;
s_distance[lidx] = myBestDistance;
s_trainIdx[lidx] = myBestTrainIdx;
barrier(CLK_LOCAL_MEM_FENCE);
#pragma unroll
for (int k = 0 ; k < BLOCK_SIZE; k++)
{
if (myBestDistance > s_distance[k])
{
myBestDistance = s_distance[k];
myBestTrainIdx = s_trainIdx[k];
}
}
if (queryIdx < query_rows && lidx == 0)
{
bestTrainIdx[queryIdx] = myBestTrainIdx;
bestDistance[queryIdx] = myBestDistance;
}
}
__kernel void BruteForceMatch_Match(
__global T *query,
__global T *train,
__global int *bestTrainIdx,
__global float *bestDistance,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
const int queryIdx = groupidx * BLOCK_SIZE + lidy;
float myBestDistance = MAX_FLOAT;
int myBestTrainIdx = -1;
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * BLOCK_SIZE;
for (int t = 0 ;  t < (train_rows + BLOCK_SIZE - 1) / BLOCK_SIZE ; t++)
{
result_type result = 0;
for (int i = 0 ; i < (query_cols + BLOCK_SIZE - 1) / BLOCK_SIZE ; i++)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * BLOCK_SIZE + lidx] = 0;
s_train[lidx * BLOCK_SIZE + lidy] = 0;
if (loadx < query_cols)
{
s_query[lidy * BLOCK_SIZE + lidx] = query[min(queryIdx, query_rows - 1) * (step / sizeof(float)) + loadx];
s_train[lidx * BLOCK_SIZE + lidy] = train[min(t * BLOCK_SIZE + lidy, train_rows - 1) * (step / sizeof(float)) + loadx];
}
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_block(s_query, s_train, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
const int trainIdx = t * BLOCK_SIZE + lidx;
if (queryIdx < query_rows && trainIdx < train_rows && result < myBestDistance )
{
myBestDistance = result;
myBestTrainIdx = trainIdx;
}
}
barrier(CLK_LOCAL_MEM_FENCE);
__local float *s_distance = (__local float *)sharebuffer;
__local int *s_trainIdx = (__local int *)(sharebuffer + BLOCK_SIZE * BLOCK_SIZE);
s_distance += lidy * BLOCK_SIZE;
s_trainIdx += lidy * BLOCK_SIZE;
s_distance[lidx] = myBestDistance;
s_trainIdx[lidx] = myBestTrainIdx;
barrier(CLK_LOCAL_MEM_FENCE);
for (int k = 0 ; k < BLOCK_SIZE; k++)
{
if (myBestDistance > s_distance[k])
{
myBestDistance = s_distance[k];
myBestTrainIdx = s_trainIdx[k];
}
}
if (queryIdx < query_rows && lidx == 0)
{
bestTrainIdx[queryIdx] = myBestTrainIdx;
bestDistance[queryIdx] = myBestDistance;
}
}
__kernel void BruteForceMatch_RadiusUnrollMatch(
__global T *query,
__global T *train,
float maxDistance,
__global int *bestTrainIdx,
__global float *bestDistance,
__global int *nMatches,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int bestTrainIdx_cols,
int step,
int ostep
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
const int groupidy = get_group_id(1);
const int queryIdx = groupidy * BLOCK_SIZE + lidy;
const int trainIdx = groupidx * BLOCK_SIZE + lidx;
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * BLOCK_SIZE;
result_type result = 0;
for (int i = 0 ; i < MAX_DESC_LEN / BLOCK_SIZE ; ++i)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * BLOCK_SIZE + lidx] = loadx < query_cols ? query[min(queryIdx, query_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
s_train[lidx * BLOCK_SIZE + lidy] = loadx < query_cols ? train[min(groupidx * BLOCK_SIZE + lidy, train_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_block(s_query, s_train, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
if (queryIdx < query_rows && trainIdx < train_rows &&
convert_float(result) < maxDistance)
{
unsigned int ind = atom_inc(nMatches + queryIdx);
if(ind < bestTrainIdx_cols)
{
bestTrainIdx[queryIdx * (ostep / sizeof(int)) + ind] = trainIdx;
bestDistance[queryIdx * (ostep / sizeof(float)) + ind] = result;
}
}
}
__kernel void BruteForceMatch_RadiusMatch(
__global T *query,
__global T *train,
float maxDistance,
__global int *bestTrainIdx,
__global float *bestDistance,
__global int *nMatches,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int bestTrainIdx_cols,
int step,
int ostep
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
const int groupidy = get_group_id(1);
const int queryIdx = groupidy * BLOCK_SIZE + lidy;
const int trainIdx = groupidx * BLOCK_SIZE + lidx;
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * BLOCK_SIZE;
result_type result = 0;
for (int i = 0 ; i < (query_cols + BLOCK_SIZE - 1) / BLOCK_SIZE ; ++i)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * BLOCK_SIZE + lidx] = loadx < query_cols ? query[min(queryIdx, query_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
s_train[lidx * BLOCK_SIZE + lidy] = loadx < query_cols ? train[min(groupidx * BLOCK_SIZE + lidy, train_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_block(s_query, s_train, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
if (queryIdx < query_rows && trainIdx < train_rows && 
convert_float(result) < maxDistance)
{
unsigned int ind = atom_inc(nMatches + queryIdx);
if(ind < bestTrainIdx_cols)
{
bestTrainIdx[queryIdx * (ostep / sizeof(int)) + ind] = trainIdx;
bestDistance[queryIdx * (ostep / sizeof(float)) + ind] = result;
}
}
}
__kernel void BruteForceMatch_knnUnrollMatch(
__global T *query,
__global T *train,
__global int2 *bestTrainIdx,
__global float2 *bestDistance,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
const int queryIdx = groupidx * BLOCK_SIZE + lidy;
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * MAX_DESC_LEN;
for (int i = 0 ;  i <  MAX_DESC_LEN / BLOCK_SIZE; i ++)
{
int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * MAX_DESC_LEN + loadx] = loadx < query_cols ? query[min(queryIdx, query_rows - 1)  * (step / sizeof(float)) + loadx] : 0;
}
float myBestDistance1 = MAX_FLOAT;
float myBestDistance2 = MAX_FLOAT;
int myBestTrainIdx1 = -1;
int myBestTrainIdx2 = -1;
volatile int imgIdx = 0;
for (int t = 0 ; t < (train_rows + BLOCK_SIZE - 1) / BLOCK_SIZE ; t++)
{
result_type result = 0;
for (int i = 0 ; i < MAX_DESC_LEN / BLOCK_SIZE ; i++)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_train[lidx * BLOCK_SIZE + lidy] = loadx < train_cols ? train[min(t * BLOCK_SIZE + lidy, train_rows - 1) * (step / sizeof(float)) + loadx] : 0;
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_multi_block(s_query, s_train, i, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
const int trainIdx = t * BLOCK_SIZE + lidx;
if (queryIdx < query_rows && trainIdx < train_rows)
{
if (result < myBestDistance1)
{
myBestDistance2 = myBestDistance1;
myBestTrainIdx2 = myBestTrainIdx1;
myBestDistance1 = result;
myBestTrainIdx1 = trainIdx;
}
else if (result < myBestDistance2)
{
myBestDistance2 = result;
myBestTrainIdx2 = trainIdx;
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
__local float *s_distance = (local float *)sharebuffer;
__local int *s_trainIdx = (local int *)(sharebuffer + BLOCK_SIZE * BLOCK_SIZE);
s_distance += lidy * BLOCK_SIZE;
s_trainIdx += lidy * BLOCK_SIZE;
s_distance[lidx] = myBestDistance1;
s_trainIdx[lidx] = myBestTrainIdx1;
float bestDistance1 = MAX_FLOAT;
float bestDistance2 = MAX_FLOAT;
int bestTrainIdx1 = -1;
int bestTrainIdx2 = -1;
barrier(CLK_LOCAL_MEM_FENCE);
if (lidx == 0)
{
for (int i = 0 ; i < BLOCK_SIZE ; i++)
{
float val = s_distance[i];
if (val < bestDistance1)
{
bestDistance2 = bestDistance1;
bestTrainIdx2 = bestTrainIdx1;
bestDistance1 = val;
bestTrainIdx1 = s_trainIdx[i];
}
else if (val < bestDistance2)
{
bestDistance2 = val;
bestTrainIdx2 = s_trainIdx[i];
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
s_distance[lidx] = myBestDistance2;
s_trainIdx[lidx] = myBestTrainIdx2;
barrier(CLK_LOCAL_MEM_FENCE);
if (lidx == 0)
{
for (int i = 0 ; i < BLOCK_SIZE ; i++)
{
float val = s_distance[i];
if (val < bestDistance2)
{
bestDistance2 = val;
bestTrainIdx2 = s_trainIdx[i];
}
}
}
myBestDistance1 = bestDistance1;
myBestDistance2 = bestDistance2;
myBestTrainIdx1 = bestTrainIdx1;
myBestTrainIdx2 = bestTrainIdx2;
if (queryIdx < query_rows && lidx == 0)
{
bestTrainIdx[queryIdx] = (int2)(myBestTrainIdx1, myBestTrainIdx2);
bestDistance[queryIdx] = (float2)(myBestDistance1, myBestDistance2);
}
}
__kernel void BruteForceMatch_knnMatch(
__global T *query,
__global T *train,
__global int2 *bestTrainIdx,
__global float2 *bestDistance,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step
)
{
const int lidx = get_local_id(0);
const int lidy = get_local_id(1);
const int groupidx = get_group_id(0);
const int queryIdx = groupidx * BLOCK_SIZE + lidy;
__local value_type *s_query = (__local value_type *)sharebuffer;
__local value_type *s_train = (__local value_type *)sharebuffer + BLOCK_SIZE * BLOCK_SIZE;
float myBestDistance1 = MAX_FLOAT;
float myBestDistance2 = MAX_FLOAT;
int myBestTrainIdx1 = -1;
int myBestTrainIdx2 = -1;
for (int  t = 0 ; t < (train_rows + BLOCK_SIZE - 1) / BLOCK_SIZE ; t++)
{
result_type result = 0.0f;
for (int i = 0 ; i < (query_cols + BLOCK_SIZE -1) / BLOCK_SIZE ; i++)
{
const int loadx = lidx + i * BLOCK_SIZE;
s_query[lidy * BLOCK_SIZE + lidx] = 0;
s_train[lidx * BLOCK_SIZE + lidy] = 0;
if (loadx < query_cols)
{
s_query[lidy * BLOCK_SIZE + lidx] = query[min(queryIdx, query_rows - 1) * (step / sizeof(float)) + loadx];
s_train[lidx * BLOCK_SIZE + lidy] = train[min(t * BLOCK_SIZE + lidy, train_rows - 1) * (step / sizeof(float)) + loadx];
}
barrier(CLK_LOCAL_MEM_FENCE);
result += reduce_block(s_query, s_train, lidx, lidy);
barrier(CLK_LOCAL_MEM_FENCE);
}
const int trainIdx = t * BLOCK_SIZE + lidx;
if (queryIdx < query_rows && trainIdx < train_rows )
{
if (result < myBestDistance1)
{
myBestDistance2 = myBestDistance1;
myBestTrainIdx2 = myBestTrainIdx1;
myBestDistance1 = result;
myBestTrainIdx1 = trainIdx;
}
else if (result < myBestDistance2)
{
myBestDistance2 = result;
myBestTrainIdx2 = trainIdx;
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
__local float *s_distance = (__local float *)sharebuffer;
__local int *s_trainIdx = (__local int *)(sharebuffer + BLOCK_SIZE * BLOCK_SIZE);
s_distance += lidy * BLOCK_SIZE;
s_trainIdx += lidy * BLOCK_SIZE;
s_distance[lidx] = myBestDistance1;
s_trainIdx[lidx] = myBestTrainIdx1;
float bestDistance1 = MAX_FLOAT;
float bestDistance2 = MAX_FLOAT;
int bestTrainIdx1 = -1;
int bestTrainIdx2 = -1;
barrier(CLK_LOCAL_MEM_FENCE);
if (lidx == 0)
{
for (int i = 0 ; i < BLOCK_SIZE ; i++)
{
float val = s_distance[i];
if (val < bestDistance1)
{
bestDistance2 = bestDistance1;
bestTrainIdx2 = bestTrainIdx1;
bestDistance1 = val;
bestTrainIdx1 = s_trainIdx[i];
}
else if (val < bestDistance2)
{
bestDistance2 = val;
bestTrainIdx2 = s_trainIdx[i];
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
s_distance[lidx] = myBestDistance2;
s_trainIdx[lidx] = myBestTrainIdx2;
barrier(CLK_LOCAL_MEM_FENCE);
if (lidx == 0)
{
for (int i = 0 ; i < BLOCK_SIZE ; i++)
{
float val = s_distance[i];
if (val < bestDistance2)
{
bestDistance2 = val;
bestTrainIdx2 = s_trainIdx[i];
}
}
}
myBestDistance1 = bestDistance1;
myBestDistance2 = bestDistance2;
myBestTrainIdx1 = bestTrainIdx1;
myBestTrainIdx2 = bestTrainIdx2;
if (queryIdx < query_rows && lidx == 0)
{
bestTrainIdx[queryIdx] = (int2)(myBestTrainIdx1, myBestTrainIdx2);
bestDistance[queryIdx] = (float2)(myBestDistance1, myBestDistance2);
}
}
kernel void BruteForceMatch_calcDistanceUnrolled(
__global T *query,
__global T *train,
__global float *allDist,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step)
{
}
kernel void BruteForceMatch_calcDistance(
__global T *query,
__global T *train,
__global float *allDist,
__local float *sharebuffer,
int query_rows,
int query_cols,
int train_rows,
int train_cols,
int step)
{
}
kernel void BruteForceMatch_findBestMatch(
__global float *allDist,
__global int *bestTrainIdx,
__global float *bestDistance,
int k
)
{
}
__kernel void BlendLinear_C1_D0(
__global uchar4 *dst,
__global uchar4 *img1,
__global uchar4 *img2,
__global float4 *weight1,
__global float4 *weight2,
int rows,
int cols,
int istep,
int wstep
)
{
int idx = get_global_id(0);
int idy = get_global_id(1);
if (idx << 2 < cols && idy < rows)
{
int pos = mad24(idy,istep >> 2,idx);
int wpos = mad24(idy,wstep >> 2,idx);
float4 w1 = weight1[wpos], w2 = weight2[wpos];
dst[pos] = convert_uchar4((convert_float4(img1[pos]) * w1 +
convert_float4(img2[pos]) * w2) / (w1 + w2 + 1e-5f));
}
}
__kernel void BlendLinear_C4_D0(
__global uchar4 *dst,
__global uchar4 *img1,
__global uchar4 *img2,
__global float *weight1,
__global float *weight2,
int rows,
int cols,
int istep,
int wstep
)
{
int idx = get_global_id(0);
int idy = get_global_id(1);
if (idx < cols && idy < rows)
{
int pos = mad24(idy,istep >> 2,idx);
int wpos = mad24(idy,wstep, idx);
float w1 = weight1[wpos];
float w2 = weight2[wpos];
dst[pos] = convert_uchar4((convert_float4(img1[pos]) * w1 +
convert_float4(img2[pos]) * w2) / (w1 + w2 + 1e-5f));
}
}
__kernel void BlendLinear_C1_D5(
__global float4 *dst,
__global float4 *img1,
__global float4 *img2,
__global float4 *weight1,
__global float4 *weight2,
int rows,
int cols,
int istep,
int wstep
)
{
int idx = get_global_id(0);
int idy = get_global_id(1);
if (idx << 2 < cols && idy < rows)
{
int pos = mad24(idy,istep >> 2,idx);
int wpos = mad24(idy,wstep >> 2,idx);
float4 w1 = weight1[wpos], w2 = weight2[wpos];
dst[pos] = (img1[pos] * w1 + img2[pos] * w2) / (w1 + w2 + 1e-5f);
}
}
__kernel void BlendLinear_C4_D5(
__global float4 *dst,
__global float4 *img1,
__global float4 *img2,
__global float *weight1,
__global float *weight2,
int rows,
int cols,
int istep,
int wstep
)
{
int idx = get_global_id(0);
int idy = get_global_id(1);
if (idx < cols && idy < rows)
{
int pos = mad24(idy,istep >> 2,idx);
int wpos = mad24(idy,wstep, idx);
float w1 = weight1[wpos];
float w2 = weight2[wpos];
dst[pos] = (img1[pos] * w1 + img2[pos] * w2) / (w1 + w2 + 1e-5f);
}
}
#define TILE_DIM      32
#define BLOCK_ROWS    8
#define LDS_STEP     (TILE_DIM + 1)
__kernel void transpose_C1_D0(__global uchar* src, int src_step, int src_offset,
__global uchar* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local uchar title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, x);
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] =*(src + src_offset + index_src);
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, x_index);
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*(dst + dst_offset + index_dst ) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C1_D4(__global int* src, int src_step, int src_offset,
__global int* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local int title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global int *)((__global char*)src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global int*)((__global char*)dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C1_D5(__global float* src, int src_step, int src_offset,
__global float* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local float title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global float *)((__global char*)src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global float*)((__global char*)dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C2_D2(__global ushort* src, int src_step, int src_offset,
__global ushort* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local ushort2 title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global ushort2 *)((__global char*)src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global ushort2*)((__global char*)dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C2_D3(__global short* src, int src_step, int src_offset,
__global short* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local short2 title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global short2 *)((__global char*)src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global short2*)((__global char*)dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C4_D0(__global uchar* src, int src_step, int src_offset,
__global uchar* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local uchar4 title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global uchar4 *)(src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global uchar4*)(dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
__kernel void transpose_C4_D1(__global char* src, int src_step, int src_offset,
__global char* dst, int dst_step, int dst_offset,
int src_rows, int src_cols)
{
int gp_x = get_group_id(0),   gp_y = get_group_id(1);
int gs_x = get_num_groups(0), gs_y = get_num_groups(1);
int groupId_x, groupId_y;
if(src_rows == src_cols)
{
groupId_y = gp_x;
groupId_x = (gp_x + gp_y) % gs_x;
}
else
{
int bid = gp_x + gs_x * gp_y;
groupId_y =  bid % gs_y;
groupId_x = ((bid / gs_y) + groupId_y) % gs_x;
}
int lx = get_local_id(0);
int ly = get_local_id(1);
int x = groupId_x * TILE_DIM + lx;
int y = groupId_y * TILE_DIM + ly;
int x_index = groupId_y * TILE_DIM + lx;
int y_index = groupId_x * TILE_DIM + ly;
__local char4 title[TILE_DIM * LDS_STEP];
if(x < src_cols && y < src_rows)
{
int index_src = mad24(y, src_step, (x << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if(y + i < src_rows)
{
title[(ly + i) * LDS_STEP + lx] = *((__global char4 *)(src + src_offset + index_src));
index_src = mad24(BLOCK_ROWS, src_step, index_src);
}
}
}
barrier(CLK_LOCAL_MEM_FENCE);
if(x_index < src_rows && y_index < src_cols)
{
int index_dst = mad24(y_index, dst_step, (x_index << 2));
#pragma unroll
for(int i = 0; i < TILE_DIM; i += BLOCK_ROWS)
{
if((y_index + i) < src_cols)
{
*((__global char4*)(dst + dst_offset + index_dst )) = title[lx * LDS_STEP + ly + i];
index_dst +=  dst_step * BLOCK_ROWS ;
}
}
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#define RES_TYPE double4
#define CONVERT_RES_TYPE convert_double4
#else
#define RES_TYPE float4
#define CONVERT_RES_TYPE convert_float4
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar4
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char4
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort4
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short4
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int4
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float4
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double4
#endif
#if defined (FUNC_TYPE_0)
#define FUNC(a,b) b += a;
#endif
#if defined (FUNC_TYPE_1)
#define FUNC(a,b) b = b + (a >= 0 ? a : -a);
#endif
#if defined (FUNC_TYPE_2)
#define FUNC(a,b) b = b + a * a;
#endif
#if defined (REPEAT_S0)
#define repeat_s(a,b,c) a=a; b =b; c=c;
#endif
#if defined (REPEAT_S1)
#define repeat_s(a,b,c) a.s0=0; b=b; c=c;
#endif
#if defined (REPEAT_S2)
#define repeat_s(a,b,c) a.s0=0; a.s1=0; b=b; c=c;
#endif
#if defined (REPEAT_S3)
#define repeat_s(a,b,c) a.s0=0; a.s1=0; a.s2=0; b=b; c=c;
#endif
#if defined (REPEAT_S4)
#define repeat_s(a,b,c) a=0;b=b; c=c;
#endif
#if defined (REPEAT_S5)
#define repeat_s(a,b,c) a=0; b.s0=0;c=c;
#endif
#if defined (REPEAT_S6)
#define repeat_s(a,b,c) a=0; b.s0=0; b.s1=0; c=c;
#endif
#if defined (REPEAT_S7)
#define repeat_s(a,b,c) a=0; b.s0=0; b.s1=0; b.s2=0; c=c;
#endif
#if defined (REPEAT_S8)
#define repeat_s(a,b,c) a=0; b=0; c=c;
#endif
#if defined (REPEAT_S9)
#define repeat_s(a,b,c) a=0; b=0; c.s0=0;
#endif
#if defined (REPEAT_S10)
#define repeat_s(a,b,c) a=0; b=0; c.s0=0; c.s1=0;
#endif
#if defined (REPEAT_S11)
#define repeat_s(a,b,c) a=0; b=0; c.s0=0; c.s1=0; c.s2=0;
#endif
#if defined (REPEAT_E0)
#define repeat_e(a,b,c) a=a; b =b; c=c;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a,b,c) a=a; b=b; c.s3=0;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a,b,c) a=a; b=b; c.s3=0; c.s2=0;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a,b,c) a=a; b=b; c.s3=0; c.s2=0; c.s1=0;
#endif
#if defined (REPEAT_E4)
#define repeat_e(a,b,c) a=a; b=b; c=0;
#endif
#if defined (REPEAT_E5)
#define repeat_e(a,b,c) a=a; b.s3=0; c=0;
#endif
#if defined (REPEAT_E6)
#define repeat_e(a,b,c) a=a; b.s3=0; b.s2=0; c=0;
#endif
#if defined (REPEAT_E7)
#define repeat_e(a,b,c) a=a; b.s3=0; b.s2=0; b.s1=0; c=0;
#endif
#if defined (REPEAT_E8)
#define repeat_e(a,b,c) a=a; b=0; c=0;
#endif
#if defined (REPEAT_E9)
#define repeat_e(a,b,c) a.s3=0; b=0; c=0;
#endif
#if defined (REPEAT_E10)
#define repeat_e(a,b,c) a.s3=0; a.s2=0; b=0; c=0;
#endif
#if defined (REPEAT_E11)
#define repeat_e(a,b,c) a.s3=0; a.s2=0; a.s1=0; b=0; c=0;
#endif
__kernel void arithm_op_sum_3 (int cols,int invalid_cols,int offset,int elemnum,int groupnum,
__global VEC_TYPE *src, __global RES_TYPE *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int id = get_global_id(0);
unsigned int idx = offset + id + (id  / cols) * invalid_cols;
idx = idx * 3;
__local RES_TYPE localmem_sum1[128];
__local RES_TYPE localmem_sum2[128];
__local RES_TYPE localmem_sum3[128];
RES_TYPE sum1 = 0,sum2 = 0,sum3 = 0,temp1,temp2,temp3;
if(id < elemnum)
{
temp1 = CONVERT_RES_TYPE(src[idx]);
temp2 = CONVERT_RES_TYPE(src[idx+1]);
temp3 = CONVERT_RES_TYPE(src[idx+2]);
if(id % cols == 0 )
{
repeat_s(temp1,temp2,temp3);
}
if(id % cols == cols - 1)
{
repeat_e(temp1,temp2,temp3);
}
FUNC(temp1,sum1);
FUNC(temp2,sum2);
FUNC(temp3,sum3);
}
else
{
sum1 = 0;
sum2 = 0;
sum3 = 0;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = offset + id + (id / cols) * invalid_cols;
idx = idx * 3;
temp1 = CONVERT_RES_TYPE(src[idx]);
temp2 = CONVERT_RES_TYPE(src[idx+1]);
temp3 = CONVERT_RES_TYPE(src[idx+2]);
if(id % cols == 0 )
{
repeat_s(temp1,temp2,temp3);
}
if(id % cols == cols - 1)
{
repeat_e(temp1,temp2,temp3);
}
FUNC(temp1,sum1);
FUNC(temp2,sum2);
FUNC(temp3,sum3);
}
if(lid > 127)
{
localmem_sum1[lid - 128] = sum1;
localmem_sum2[lid - 128] = sum2;
localmem_sum3[lid - 128] = sum3;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_sum1[lid] = sum1 + localmem_sum1[lid];
localmem_sum2[lid] = sum2 + localmem_sum2[lid];
localmem_sum3[lid] = sum3 + localmem_sum3[lid];
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_sum1[lid] = localmem_sum1[lid] + localmem_sum1[lid2];
localmem_sum2[lid] = localmem_sum2[lid] + localmem_sum2[lid2];
localmem_sum3[lid] = localmem_sum3[lid] + localmem_sum3[lid2];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid*3]   = localmem_sum1[0];
dst[gid*3+1] = localmem_sum2[0];
dst[gid*3+2] = localmem_sum3[0];
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#define RES_TYPE double8
#define CONVERT_RES_TYPE convert_double8
#else
#define RES_TYPE float8
#define CONVERT_RES_TYPE convert_float8
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar8
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char8
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort8
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short8
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int8
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float8
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double8
#endif
#if defined (FUNC_TYPE_0)
#define FUNC(a,b) b += a;
#endif
#if defined (FUNC_TYPE_1)
#define FUNC(a,b) b = b + (a >= 0 ? a : -a);
#endif
#if defined (FUNC_TYPE_2)
#define FUNC(a,b) b = b + a * a;
#endif
#if defined (REPEAT_S0)
#define repeat_s(a) a = a;
#endif
#if defined (REPEAT_S1)
#define repeat_s(a) a.s0 = 0;
#endif
#if defined (REPEAT_S2)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;
#endif
#if defined (REPEAT_S3)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_S4)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;
#endif
#if defined (REPEAT_S5)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;
#endif
#if defined (REPEAT_S6)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;a.s5 = 0;
#endif
#if defined (REPEAT_S7)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;a.s5 = 0;a.s6 = 0;
#endif
#if defined (REPEAT_E0)
#define repeat_e(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a) a.s7 = 0;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;
#endif
#if defined (REPEAT_E4)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;
#endif
#if defined (REPEAT_E5)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;
#endif
#if defined (REPEAT_E6)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E7)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;a.s1 = 0;
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
__kernel void arithm_op_sum (int cols,int invalid_cols,int offset,int elemnum,int groupnum,
__global VEC_TYPE *src, __global RES_TYPE *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = offset + id + (id / cols) * invalid_cols;
__local RES_TYPE localmem_sum[128];
RES_TYPE sum = 0,temp;
if(id < elemnum)
{
temp = CONVERT_RES_TYPE(src[idx]);
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
FUNC(temp,sum);
}
else
{
sum = 0;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = offset + id + (id / cols) * invalid_cols;
temp = CONVERT_RES_TYPE(src[idx]);
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
FUNC(temp,sum);
}
if(lid > 127)
{
localmem_sum[lid - 128] = sum;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_sum[lid] = sum + localmem_sum[lid];
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_sum[lid] = localmem_sum[lid] + localmem_sum[lid2];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = localmem_sum[0];
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
typedef double F;
typedef double4 F4;
#define convert_F4 convert_double4;
#else
typedef float F;
typedef float4 F4;
#define convert_F4 convert_float4;
#endif
__kernel void arithm_pow_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1,
F p)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float src1_data = *((__global float *)((__global char *)src1 + src1_index));
float tmp = src1_data > 0 ? exp(p * log(src1_data)) : (src1_data == 0 ? 0 : exp(p * log(fabs(src1_data))));
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_pow_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1,
F p)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double src1_data = *((__global double *)((__global char *)src1 + src1_index));
double tmp = src1_data > 0 ? exp(p * log(src1_data)) : (src1_data == 0 ? 0 : exp(p * log(fabs(src1_data))));
*((__global double *)((__global char *)dst + dst_index)) = tmp;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#define CV_PI   3.1415926535897932384626433832795
__kernel void arithm_polarToCart_mag_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst1, int dst1_step, int dst1_offset,
__global float *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst1_index = mad24(y, dst1_step, (x << 2) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 2) + dst2_offset);
float x = *((__global float *)((__global char *)src1 + src1_index));
float y = *((__global float *)((__global char *)src2 + src2_index));
float ascale = CV_PI/180.0;
float alpha  = angInDegree == 1 ? y * ascale : y;
float a = cos(alpha) * x;
float b = sin(alpha) * x;
*((__global float *)((__global char *)dst1 + dst1_index)) = a;
*((__global float *)((__global char *)dst2 + dst2_index)) = b;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_polarToCart_mag_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst1, int dst1_step, int dst1_offset,
__global double *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst1_index = mad24(y, dst1_step, (x << 3) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 3) + dst2_offset);
double x = *((__global double *)((__global char *)src1 + src1_index));
double y = *((__global double *)((__global char *)src2 + src2_index));
float ascale = CV_PI/180.0;
double alpha  = angInDegree == 1 ? y * ascale : y;
double a = cos(alpha) * x;
double b = sin(alpha) * x;
*((__global double *)((__global char *)dst1 + dst1_index)) = a;
*((__global double *)((__global char *)dst2 + dst2_index)) = b;
}
}
#endif
__kernel void arithm_polarToCart_D5 (__global float *src,  int src_step,  int src_offset,
__global float *dst1, int dst1_step, int dst1_offset,
__global float *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index  = mad24(y, src_step,  (x << 2) + src_offset);
int dst1_index = mad24(y, dst1_step, (x << 2) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 2) + dst2_offset);
float y = *((__global float *)((__global char *)src + src_index));
float ascale = CV_PI/180.0;
float alpha  = angInDegree == 1 ? y * ascale : y;
float a = cos(alpha);
float b = sin(alpha);
*((__global float *)((__global char *)dst1 + dst1_index)) = a;
*((__global float *)((__global char *)dst2 + dst2_index)) = b;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_polarToCart_D6 (__global float *src,  int src_step,  int src_offset,
__global float *dst1, int dst1_step, int dst1_offset,
__global float *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index  = mad24(y, src_step,  (x << 3) + src_offset);
int dst1_index = mad24(y, dst1_step, (x << 3) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 3) + dst2_offset);
double y = *((__global double *)((__global char *)src + src_index));
float ascale = CV_PI/180.0;
double alpha  = angInDegree == 1 ? y * ascale : y;
double a = cos(alpha);
double b = sin(alpha);
*((__global double *)((__global char *)dst1 + dst1_index)) = a;
*((__global double *)((__global char *)dst2 + dst2_index)) = b;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#define CV_PI 3.1415926535898
__kernel void arithm_phase_inradians_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = atan2(data2,data1);
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_phase_inradians_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
*((__global double *)((__global char *)dst + dst_index)) = atan2(data2,data1);
}
}
#endif
__kernel void arithm_phase_indegrees_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = atan2(data2,data1);
float tmp_data = 180*tmp/CV_PI;
*((__global float *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_phase_indegrees_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
double tmp = atan2(data2,data1);
double tmp_data = 180*tmp/CV_PI;
*((__global double *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar8
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char8
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort8
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short8
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int8
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float8
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double8
#endif
#if defined (REPEAT_S0)
#define repeat_s(a) a = a;
#endif
#if defined (REPEAT_S1)
#define repeat_s(a) a.s0 = 0;
#endif
#if defined (REPEAT_S2)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;
#endif
#if defined (REPEAT_S3)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_S4)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;
#endif
#if defined (REPEAT_S5)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;
#endif
#if defined (REPEAT_S6)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;a.s5 = 0;
#endif
#if defined (REPEAT_S7)
#define repeat_s(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;a.s3 = 0;a.s4 = 0;a.s5 = 0;a.s6 = 0;
#endif
#if defined (REPEAT_E0)
#define repeat_e(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a) a.s7 = 0;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;
#endif
#if defined (REPEAT_E4)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;
#endif
#if defined (REPEAT_E5)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;
#endif
#if defined (REPEAT_E6)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E7)
#define repeat_e(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;a.s1 = 0;
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
__kernel void arithm_op_nonzero (int cols,int invalid_cols,int offset,int elemnum,int groupnum,
__global VEC_TYPE *src, __global int8 *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = offset + id + (id / cols) * invalid_cols;
__local int8 localmem_nonzero[128];
int8 nonzero;
VEC_TYPE zero=0,one=1,temp;
if(id < elemnum)
{
temp = src[idx];
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
nonzero = convert_int8(temp == zero ? zero:one);
}
else
{
nonzero = 0;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = offset + id + (id / cols) * invalid_cols;
temp = src[idx];
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
nonzero = nonzero + convert_int8(temp == zero ? zero:one);
}
if(lid > 127)
{
localmem_nonzero[lid - 128] = nonzero;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_nonzero[lid] = nonzero + localmem_nonzero[lid];
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_nonzero[lid] = localmem_nonzero[lid] + localmem_nonzero[lid2];
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = localmem_nonzero[0];
}
}
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
int4 round_int4(float4 v)
{
v.s0 = v.s0 + (v.s0 > 0 ? 0.5 : -0.5);
v.s1 = v.s1 + (v.s1 > 0 ? 0.5 : -0.5);
v.s2 = v.s2 + (v.s2 > 0 ? 0.5 : -0.5);
v.s3 = v.s3 + (v.s3 > 0 ? 0.5 : -0.5);
return convert_int4_sat(v);
}
uint4 round_uint4(float4 v)
{
v.s0 = v.s0 + (v.s0 > 0 ? 0.5 : -0.5);
v.s1 = v.s1 + (v.s1 > 0 ? 0.5 : -0.5);
v.s2 = v.s2 + (v.s2 > 0 ? 0.5 : -0.5);
v.s3 = v.s3 + (v.s3 > 0 ? 0.5 : -0.5);
return convert_uint4_sat(v);
}
long round_int(float v)
{
v = v + (v > 0 ? 0.5 : -0.5);
return convert_int_sat(v);
}
__kernel void arithm_mul_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, float scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src1_data ,src2_data;
src1_data.x= src1_index+0 >= 0 ? src1[src1_index+0] : 0;
src1_data.y= src1_index+1 >= 0 ? src1[src1_index+1] : 0;
src1_data.z= src1_index+2 >= 0 ? src1[src1_index+2] : 0;
src1_data.w= src1_index+3 >= 0 ? src1[src1_index+3] : 0;
src2_data.x= src2_index+0 >= 0 ? src2[src2_index+0] : 0;
src2_data.y= src2_index+1 >= 0 ? src2[src2_index+1] : 0;
src2_data.z= src2_index+2 >= 0 ? src2[src2_index+2] : 0;
src2_data.w= src2_index+3 >= 0 ? src2[src2_index+3] : 0;
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
int4 tmp      = convert_int4_sat(src1_data) * convert_int4_sat(src2_data);
tmp = round_int4(convert_float4(tmp) * scalar);
uchar4 tmp_data = convert_uchar4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_mul_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, float scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
uint4    tmp = convert_uint4_sat(src1_data) * convert_uint4_sat(src2_data);
tmp = round_uint4(convert_float4(tmp) * scalar);
ushort4 tmp_data = convert_ushort4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_mul_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, float scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
int4   tmp = convert_int4_sat(src1_data) * convert_int4_sat(src2_data);
tmp = round_int4(convert_float4(tmp) * scalar);
short4 tmp_data = convert_short4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_mul_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, float scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int data2 = *((__global int *)((__global char *)src2 + src2_index));
int tmp  = data1 * data2;
tmp = round_int((float)tmp * scalar);
*((__global int *)((__global char *)dst + dst_index)) = convert_int_sat(tmp);
}
}
__kernel void arithm_mul_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, float scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = data1 * data2;
tmp = tmp * scalar;
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_mul_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, double scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
double tmp = data1 * data2;
tmp = tmp * scalar;
*((__global double *)((__global char *)dst + dst_index)) = tmp;
}
}
#endif
#ifdef DOUBLE_SUPPORT
#define SCALAR_TYPE double
#else
#define SCALAR_TYPE float
#endif
__kernel void arithm_muls_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, SCALAR_TYPE scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float tmp = data1 * scalar;
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar8
#define TYPE uchar
#define CONVERT_TYPE convert_uchar8
#define MIN_VAL 0
#define MAX_VAL 255
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char8
#define TYPE char
#define CONVERT_TYPE convert_char8
#define MIN_VAL -128
#define MAX_VAL 127
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort8
#define TYPE ushort
#define CONVERT_TYPE convert_ushort8
#define MIN_VAL 0
#define MAX_VAL 65535
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short8
#define TYPE short
#define CONVERT_TYPE convert_short8
#define MIN_VAL -32768
#define MAX_VAL 32767
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int8
#define TYPE int
#define CONVERT_TYPE convert_int8
#define MIN_VAL INT_MIN
#define MAX_VAL INT_MAX
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float8
#define TYPE float
#define CONVERT_TYPE convert_float8
#define MIN_VAL (-FLT_MAX)
#define MAX_VAL FLT_MAX
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double8
#define TYPE double
#define CONVERT_TYPE convert_double8
#define MIN_VAL (-DBL_MAX)
#define MAX_VAL DBL_MAX
#endif
#if defined (REPEAT_E0)
#define repeat_me(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_me(a) a.s7 = 0;
#endif
#if defined (REPEAT_E2)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;
#endif
#if defined (REPEAT_E3)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;
#endif
#if defined (REPEAT_E4)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;
#endif
#if defined (REPEAT_E5)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;
#endif
#if defined (REPEAT_E6)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E7)
#define repeat_me(a) a.s7 = 0;a.s6 = 0;a.s5 = 0;a.s4 = 0;a.s3 = 0;a.s2 = 0;a.s1 = 0;
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
__kernel void arithm_op_minMax_mask (int cols,int invalid_cols,int offset,int elemnum,int groupnum, __global TYPE *src,
int minvalid_cols,int moffset, __global uchar *mask,__global VEC_TYPE *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = id + (id / cols) * invalid_cols;
unsigned int midx = id + (id / cols) * minvalid_cols;
__local VEC_TYPE localmem_max[128],localmem_min[128];
VEC_TYPE minval,maxval,temp,m_temp;
if(id < elemnum)
{
temp = vload8(idx, &src[offset]);
m_temp = CONVERT_TYPE(vload8(midx,&mask[moffset]));
if(id % cols == cols - 1)
{
repeat_me(m_temp);
}
minval = m_temp != (VEC_TYPE)0 ? temp : (VEC_TYPE)MAX_VAL;
maxval = m_temp != (VEC_TYPE)0 ? temp : (VEC_TYPE)MIN_VAL;
}
else
{
minval = MAX_VAL;
maxval = MIN_VAL;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = id + (id / cols) * invalid_cols;
midx = id + (id / cols) * minvalid_cols;
temp = vload8(idx, &src[offset]);
m_temp = CONVERT_TYPE(vload8(midx,&mask[moffset]));
if(id % cols == cols - 1)
{
repeat_me(m_temp);
}
minval = min(minval,m_temp != (VEC_TYPE)0 ? temp : minval);
maxval = max(maxval,m_temp != (VEC_TYPE)0 ? temp : maxval);
}
if(lid > 127)
{
localmem_min[lid - 128] = minval;
localmem_max[lid - 128] = maxval;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_min[lid] = min(minval,localmem_min[lid]);
localmem_max[lid] = max(maxval,localmem_max[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_min[lid] = min(localmem_min[lid] , localmem_min[lid2]);
localmem_max[lid] = max(localmem_max[lid] , localmem_max[lid2]);
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = localmem_min[0];
dst[gid + groupnum] = localmem_max[0];
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#define RES_TYPE double4
#define CONVERT_RES_TYPE convert_double4
#else
#define RES_TYPE float4
#define CONVERT_RES_TYPE convert_float4
#endif
#if defined (DEPTH_0)
#define TYPE uchar
#define VEC_TYPE uchar4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_uchar4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL 0
#define MAX_VAL 255
#endif
#if defined (DEPTH_1)
#define TYPE char
#define VEC_TYPE char4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_char4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL -128
#define MAX_VAL 127
#endif
#if defined (DEPTH_2)
#define TYPE ushort
#define VEC_TYPE ushort4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_ushort4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL 0
#define MAX_VAL 65535
#endif
#if defined (DEPTH_3)
#define TYPE short
#define VEC_TYPE short4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_short4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL -32768
#define MAX_VAL 32767
#endif
#if defined (DEPTH_4)
#define TYPE int
#define VEC_TYPE int4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_int4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL INT_MIN
#define MAX_VAL INT_MAX
#endif
#if defined (DEPTH_5)
#define TYPE float
#define VEC_TYPE float4
#define VEC_TYPE_LOC float4
#define CONVERT_TYPE convert_float4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL (-FLT_MAX)
#define MAX_VAL FLT_MAX
#endif
#if defined (DEPTH_6)
#define TYPE double
#define VEC_TYPE double4
#define VEC_TYPE_LOC double4
#define CONVERT_TYPE convert_double4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL (-DBL_MAX)
#define MAX_VAL DBL_MAX
#endif
#if defined (REPEAT_E0)
#define repeat_e(a) a=a;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a) a.s3 = a.s2;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a) a.s3 = a.s1;a.s2 = a.s1;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a) a.s3 = a.s0;a.s2 = a.s0;a.s1 = a.s0;
#endif
#if defined (REPEAT_E0)
#define repeat_me(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_me(a) a.s3 = 0;
#endif
#if defined (REPEAT_E2)
#define repeat_me(a) a.s3 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E3)
#define repeat_me(a) a.s3 = 0;a.s2 = 0;a.s1 = 0;
#endif
__kernel void arithm_op_minMaxLoc_mask (int cols,int invalid_cols,int offset,int elemnum,int groupnum,__global TYPE *src,
int minvalid_cols,int moffset,__global uchar *mask,__global RES_TYPE  *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = id + (id / cols) * invalid_cols;
unsigned int midx = id + (id / cols) * minvalid_cols;
__local VEC_TYPE lm_max[128],lm_min[128];
VEC_TYPE minval,maxval,temp,m_temp;
__local VEC_TYPE_LOC lm_maxloc[128],lm_minloc[128];
VEC_TYPE_LOC minloc,maxloc,temploc,negative = -1,one = 1,zero = 0;
if(id < elemnum)
{
temp = vload4(idx, &src[offset]);
m_temp = CONVERT_TYPE(vload4(midx,&mask[moffset]));
int idx_c = (idx << 2) + offset;
temploc = (VEC_TYPE_LOC)(idx_c,idx_c+1,idx_c+2,idx_c+3);
if(id % cols == cols - 1)
{
repeat_me(m_temp);
repeat_e(temploc);
}
minval = m_temp != (VEC_TYPE)0 ? temp : (VEC_TYPE)MAX_VAL;
maxval = m_temp != (VEC_TYPE)0 ? temp : (VEC_TYPE)MIN_VAL;
minloc = CONDITION_FUNC(m_temp != (VEC_TYPE)0, temploc , negative);
maxloc = minloc;
}
else
{
minval = MAX_VAL;
maxval = MIN_VAL;
minloc = negative;
maxloc = negative;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = id + (id / cols) * invalid_cols;
midx = id + (id / cols) * minvalid_cols;
temp = vload4(idx, &src[offset]);
m_temp = CONVERT_TYPE(vload4(midx,&mask[moffset]));
int idx_c = (idx << 2) + offset;
temploc = (VEC_TYPE_LOC)(idx_c,idx_c+1,idx_c+2,idx_c+3);
if(id % cols == cols - 1)
{
repeat_me(m_temp);
repeat_e(temploc);
}
minval = min(minval,m_temp != (VEC_TYPE)0 ? temp : minval);
maxval = max(maxval,m_temp != (VEC_TYPE)0 ? temp : maxval);
minloc = CONDITION_FUNC((minval == temp) && (m_temp != (VEC_TYPE)0), temploc , minloc);
maxloc = CONDITION_FUNC((maxval == temp) && (m_temp != (VEC_TYPE)0), temploc , maxloc);
}
if(lid > 127)
{
lm_min[lid - 128] = minval;
lm_max[lid - 128] = maxval;
lm_minloc[lid - 128] = minloc;
lm_maxloc[lid - 128] = maxloc;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
lm_min[lid] = min(minval,lm_min[lid]);
lm_max[lid] = max(maxval,lm_max[lid]);
VEC_TYPE con_min = CONVERT_TYPE(minloc != negative ? one : zero);
VEC_TYPE con_max = CONVERT_TYPE(maxloc != negative ? one : zero);
lm_minloc[lid] = CONDITION_FUNC((lm_min[lid] == minval) && (con_min != (VEC_TYPE)0), minloc , lm_minloc[lid]);
lm_maxloc[lid] = CONDITION_FUNC((lm_max[lid] == maxval) && (con_max != (VEC_TYPE)0), maxloc , lm_maxloc[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
lm_min[lid] = min(lm_min[lid] , lm_min[lid2]);
lm_max[lid] = max(lm_max[lid] , lm_max[lid2]);
VEC_TYPE con_min = CONVERT_TYPE(lm_minloc[lid2] != negative ? one : zero);
VEC_TYPE con_max = CONVERT_TYPE(lm_maxloc[lid2] != negative ? one : zero);
lm_minloc[lid] =
CONDITION_FUNC((lm_min[lid] == lm_min[lid2]) && (con_min != (VEC_TYPE)0), lm_minloc[lid2] , lm_minloc[lid]);
lm_maxloc[lid] =
CONDITION_FUNC((lm_max[lid] == lm_max[lid2]) && (con_max != (VEC_TYPE)0), lm_maxloc[lid2] , lm_maxloc[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = CONVERT_RES_TYPE(lm_min[0]);
dst[gid + groupnum] = CONVERT_RES_TYPE(lm_max[0]);
dst[gid + 2 * groupnum] = CONVERT_RES_TYPE(lm_minloc[0]);
dst[gid + 3 * groupnum] = CONVERT_RES_TYPE(lm_maxloc[0]);
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#define RES_TYPE double4
#define CONVERT_RES_TYPE convert_double4
#else
#define RES_TYPE float4
#define CONVERT_RES_TYPE convert_float4
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_uchar4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL 0
#define MAX_VAL 255
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_char4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL -128
#define MAX_VAL 127
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_ushort4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL 0
#define MAX_VAL 65535
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_short4
#define CONDITION_FUNC(a,b,c) (convert_int4(a) ? b : c)
#define MIN_VAL -32768
#define MAX_VAL 32767
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int4
#define VEC_TYPE_LOC int4
#define CONVERT_TYPE convert_int4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL INT_MIN
#define MAX_VAL INT_MAX
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float4
#define VEC_TYPE_LOC float4
#define CONVERT_TYPE convert_float4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL (-FLT_MAX)
#define MAX_VAL FLT_MAX
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double4
#define VEC_TYPE_LOC double4
#define CONVERT_TYPE convert_double4
#define CONDITION_FUNC(a,b,c) ((a) ? b : c)
#define MIN_VAL (-DBL_MAX)
#define MAX_VAL DBL_MAX
#endif
#if defined (REPEAT_S0)
#define repeat_s(a) a=a;
#endif
#if defined (REPEAT_S1)
#define repeat_s(a) a.s0 = a.s1;
#endif
#if defined (REPEAT_S2)
#define repeat_s(a) a.s0 = a.s2;a.s1 = a.s2;
#endif
#if defined (REPEAT_S3)
#define repeat_s(a) a.s0 = a.s3;a.s1 = a.s3;a.s2 = a.s3;
#endif
#if defined (REPEAT_E0)
#define repeat_e(a) a=a;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a) a.s3 = a.s2;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a) a.s3 = a.s1;a.s2 = a.s1;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a) a.s3 = a.s0;a.s2 = a.s0;a.s1 = a.s0;
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
__kernel void arithm_op_minMaxLoc (int cols,int invalid_cols,int offset,int elemnum,int groupnum,
__global VEC_TYPE *src, __global RES_TYPE *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = offset + id + (id / cols) * invalid_cols;
__local VEC_TYPE localmem_max[128],localmem_min[128];
VEC_TYPE minval,maxval,temp;
__local VEC_TYPE_LOC localmem_maxloc[128],localmem_minloc[128];
VEC_TYPE_LOC minloc,maxloc,temploc,negative = -1;
int idx_c;
if(id < elemnum)
{
temp = src[idx];
idx_c = idx << 2;
temploc = (VEC_TYPE_LOC)(idx_c,idx_c+1,idx_c+2,idx_c+3);
if(id % cols == 0 )
{
repeat_s(temp);
repeat_s(temploc);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
repeat_e(temploc);
}
minval = temp;
maxval = temp;
minloc = temploc;
maxloc = temploc;
}
else
{
minval = MAX_VAL;
maxval = MIN_VAL;
minloc = negative;
maxloc = negative;
}
float4 aaa;
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = offset + id + (id / cols) * invalid_cols;
temp = src[idx];
idx_c = idx << 2;
temploc = (VEC_TYPE_LOC)(idx_c,idx_c+1,idx_c+2,idx_c+3);
if(id % cols == 0 )
{
repeat_s(temp);
repeat_s(temploc);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
repeat_e(temploc);
}
minval = min(minval,temp);
maxval = max(maxval,temp);
minloc = CONDITION_FUNC(minval == temp, temploc , minloc);
maxloc = CONDITION_FUNC(maxval == temp, temploc , maxloc);
aaa= convert_float4(maxval == temp);
maxloc = convert_int4(aaa) ? temploc : maxloc;
}
if(lid > 127)
{
localmem_min[lid - 128] = minval;
localmem_max[lid - 128] = maxval;
localmem_minloc[lid - 128] = minloc;
localmem_maxloc[lid - 128] = maxloc;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_min[lid] = min(minval,localmem_min[lid]);
localmem_max[lid] = max(maxval,localmem_max[lid]);
localmem_minloc[lid] = CONDITION_FUNC(localmem_min[lid] == minval, minloc , localmem_minloc[lid]);
localmem_maxloc[lid] = CONDITION_FUNC(localmem_max[lid] == maxval, maxloc , localmem_maxloc[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_min[lid] = min(localmem_min[lid] , localmem_min[lid2]);
localmem_max[lid] = max(localmem_max[lid] , localmem_max[lid2]);
localmem_minloc[lid] =
CONDITION_FUNC(localmem_min[lid] == localmem_min[lid2], localmem_minloc[lid2] , localmem_minloc[lid]);
localmem_maxloc[lid] =
CONDITION_FUNC(localmem_max[lid] == localmem_max[lid2], localmem_maxloc[lid2] , localmem_maxloc[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = CONVERT_RES_TYPE(localmem_min[0]);
dst[gid + groupnum] = CONVERT_RES_TYPE(localmem_max[0]);
dst[gid + 2 * groupnum] = CONVERT_RES_TYPE(localmem_minloc[0]);
dst[gid + 3 * groupnum] = CONVERT_RES_TYPE(localmem_maxloc[0]);
}
}
#if defined (REPEAT_S0)
#define repeat_ms(a) a = a;
#endif
#if defined (REPEAT_S1)
#define repeat_ms(a) a.s0 = 0;
#endif
#if defined (REPEAT_S2)
#define repeat_ms(a) a.s0 = 0;a.s1 = 0;
#endif
#if defined (REPEAT_S3)
#define repeat_ms(a) a.s0 = 0;a.s1 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E0)
#define repeat_me(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_me(a) a.s3 = 0;
#endif
#if defined (REPEAT_E2)
#define repeat_me(a) a.s3 = 0;a.s2 = 0;
#endif
#if defined (REPEAT_E3)
#define repeat_me(a) a.s3 = 0;a.s2 = 0;a.s1 = 0;
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#if defined (DEPTH_0)
#define VEC_TYPE uchar8
#define CONVERT_TYPE convert_uchar8
#define MIN_VAL 0
#define MAX_VAL 255
#endif
#if defined (DEPTH_1)
#define VEC_TYPE char8
#define CONVERT_TYPE convert_char8
#define MIN_VAL -128
#define MAX_VAL 127
#endif
#if defined (DEPTH_2)
#define VEC_TYPE ushort8
#define CONVERT_TYPE convert_ushort8
#define MIN_VAL 0
#define MAX_VAL 65535
#endif
#if defined (DEPTH_3)
#define VEC_TYPE short8
#define CONVERT_TYPE convert_short8
#define MIN_VAL -32768
#define MAX_VAL 32767
#endif
#if defined (DEPTH_4)
#define VEC_TYPE int8
#define CONVERT_TYPE convert_int8
#define MIN_VAL INT_MIN
#define MAX_VAL INT_MAX
#endif
#if defined (DEPTH_5)
#define VEC_TYPE float8
#define CONVERT_TYPE convert_float8
#define MIN_VAL (-FLT_MAX)
#define MAX_VAL FLT_MAX
#endif
#if defined (DEPTH_6)
#define VEC_TYPE double8
#define CONVERT_TYPE convert_double8
#define MIN_VAL (-DBL_MAX)
#define MAX_VAL DBL_MAX
#endif
#if defined (REPEAT_S0)
#define repeat_s(a) a = a;
#endif
#if defined (REPEAT_S1)
#define repeat_s(a) a.s0 = a.s1;
#endif
#if defined (REPEAT_S2)
#define repeat_s(a) a.s0 = a.s2;a.s1 = a.s2;
#endif
#if defined (REPEAT_S3)
#define repeat_s(a) a.s0 = a.s3;a.s1 = a.s3;a.s2 = a.s3;
#endif
#if defined (REPEAT_S4)
#define repeat_s(a) a.s0 = a.s4;a.s1 = a.s4;a.s2 = a.s4;a.s3 = a.s4;
#endif
#if defined (REPEAT_S5)
#define repeat_s(a) a.s0 = a.s5;a.s1 = a.s5;a.s2 = a.s5;a.s3 = a.s5;a.s4 = a.s5;
#endif
#if defined (REPEAT_S6)
#define repeat_s(a) a.s0 = a.s6;a.s1 = a.s6;a.s2 = a.s6;a.s3 = a.s6;a.s4 = a.s6;a.s5 = a.s6;
#endif
#if defined (REPEAT_S7)
#define repeat_s(a) a.s0 = a.s7;a.s1 = a.s7;a.s2 = a.s7;a.s3 = a.s7;a.s4 = a.s7;a.s5 = a.s7;a.s6 = a.s7;
#endif
#if defined (REPEAT_E0)
#define repeat_e(a) a = a;
#endif
#if defined (REPEAT_E1)
#define repeat_e(a) a.s7 = a.s6;
#endif
#if defined (REPEAT_E2)
#define repeat_e(a) a.s7 = a.s5;a.s6 = a.s5;
#endif
#if defined (REPEAT_E3)
#define repeat_e(a) a.s7 = a.s4;a.s6 = a.s4;a.s5 = a.s4;
#endif
#if defined (REPEAT_E4)
#define repeat_e(a) a.s7 = a.s3;a.s6 = a.s3;a.s5 = a.s3;a.s4 = a.s3;
#endif
#if defined (REPEAT_E5)
#define repeat_e(a) a.s7 = a.s2;a.s6 = a.s2;a.s5 = a.s2;a.s4 = a.s2;a.s3 = a.s2;
#endif
#if defined (REPEAT_E6)
#define repeat_e(a) a.s7 = a.s1;a.s6 = a.s1;a.s5 = a.s1;a.s4 = a.s1;a.s3 = a.s1;a.s2 = a.s1;
#endif
#if defined (REPEAT_E7)
#define repeat_e(a) a.s7 = a.s0;a.s6 = a.s0;a.s5 = a.s0;a.s4 = a.s0;a.s3 = a.s0;a.s2 = a.s0;a.s1 = a.s0;
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
__kernel void arithm_op_minMax (int cols,int invalid_cols,int offset,int elemnum,int groupnum,
__global VEC_TYPE *src, __global VEC_TYPE *dst)
{
unsigned int lid = get_local_id(0);
unsigned int gid = get_group_id(0);
unsigned int  id = get_global_id(0);
unsigned int idx = offset + id + (id / cols) * invalid_cols;
__local VEC_TYPE localmem_max[128],localmem_min[128];
VEC_TYPE minval,maxval,temp;
if(id < elemnum)
{
temp = src[idx];
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
minval = temp;
maxval = temp;
}
else
{
minval = MAX_VAL;
maxval = MIN_VAL;
}
for(id=id + (groupnum << 8); id < elemnum;id = id + (groupnum << 8))
{
idx = offset + id + (id / cols) * invalid_cols;
temp = src[idx];
if(id % cols == 0 )
{
repeat_s(temp);
}
if(id % cols == cols - 1)
{
repeat_e(temp);
}
minval = min(minval,temp);
maxval = max(maxval,temp);
}
if(lid > 127)
{
localmem_min[lid - 128] = minval;
localmem_max[lid - 128] = maxval;
}
barrier(CLK_LOCAL_MEM_FENCE);
if(lid < 128)
{
localmem_min[lid] = min(minval,localmem_min[lid]);
localmem_max[lid] = max(maxval,localmem_max[lid]);
}
barrier(CLK_LOCAL_MEM_FENCE);
for(int lsize = 64; lsize > 0; lsize >>= 1)
{
if(lid < lsize)
{
int lid2 = lsize + lid;
localmem_min[lid] = min(localmem_min[lid] , localmem_min[lid2]);
localmem_max[lid] = max(localmem_max[lid] , localmem_max[lid2]);
}
barrier(CLK_LOCAL_MEM_FENCE);
}
if( lid == 0)
{
dst[gid] = localmem_min[0];
dst[gid + groupnum] = localmem_max[0];
}
}
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void magnitudeSqr_C1_D5 (__global float *src1,int src1_step,int src1_offset,
__global float *src2, int src2_step,int src2_offset,
__global float *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 2) -(dst_align << 2));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float  *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
float4 dst_data = *((__global float4 *)((__global char *)dst + dst_index));
float4   tmp_data  ;
tmp_data.x = src1_data.x * src1_data.x + src2_data.x * src2_data.x;
tmp_data.y = src1_data.y * src1_data.y + src2_data.y * src2_data.y;
tmp_data.z = src1_data.z * src1_data.z + src2_data.z * src2_data.z;
tmp_data.w = src1_data.w * src1_data.w + src2_data.w * src2_data.w;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 8 >= dst_start) && (dst_index + 8 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 12 >= dst_start) && (dst_index + 12 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global float4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void magnitudeSqr_C2_D5 (__global float *src1,int src1_step,int src1_offset,
__global float *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 2) -(dst_align << 2));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
float8 src1_data = vload8(0, (__global float  *)((__global char *)src1 + src1_index_fix));
if(src1_index==-6)
src1_data.s01234567 = src1_data.s67012345;
if(src1_index==-4)
src1_data.s01234567 = src1_data.s45670123;
if(src1_index== -2)
src1_data.s01234567 = src1_data.s23456701;
float4 dst_data = *((__global float4 *)((__global char *)dst + dst_index));
float4   tmp_data  ;
tmp_data.x = src1_data.s0 * src1_data.s0 + src1_data.s1 * src1_data.s1;
tmp_data.y = src1_data.s2 * src1_data.s2 + src1_data.s3 * src1_data.s3;
tmp_data.z = src1_data.s4 * src1_data.s4 + src1_data.s5 * src1_data.s5;
tmp_data.w = src1_data.s6 * src1_data.s6 + src1_data.s7 * src1_data.s7;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 8 >= dst_start) && (dst_index + 8 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 12 >= dst_start) && (dst_index + 12 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global float4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void arithm_magnitude_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = sqrt(data1 * data1 + data2 * data2);
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_magnitude_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
double tmp = sqrt(data1 * data1 + data2 * data2);
*((__global double *)((__global char *)dst + dst_index)) = tmp;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel
void LUT_C1_D0( __global uchar *dst,
__global const uchar *src,
__constant uchar *table,
int rows,
int cols,
int channels,
int whole_rows,
int whole_cols,
int src_offset,
int dst_offset,
int lut_offset,
int src_step,
int dst_step)
{
int gidx = get_global_id(0)<<2;
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
__local uchar l[256];
l[(lidy<<4)+lidx] = table[(lidy<<4)+lidx+lut_offset];
gidx = gidx >= cols-4?cols-4:gidx;
gidy = gidy >= rows?rows-1:gidy;
int src_index = src_offset + mad24(gidy,src_step,gidx);
int dst_index = dst_offset + mad24(gidy,dst_step,gidx);
uchar4 p,q;
barrier(CLK_LOCAL_MEM_FENCE);
p.x = src[src_index];
p.y = src[src_index+1];
p.z = src[src_index+2];
p.w = src[src_index+3];
q.x = l[p.x];
q.y = l[p.y];
q.z = l[p.z];
q.w = l[p.w];
*(__global uchar4*)(dst + dst_index) = q;
}
__kernel
void LUT2_C1_D0( __global uchar *dst,
__global const uchar *src,
__constant uchar *table,
int rows,
int precols,
int channels,
int whole_rows,
int cols,
int src_offset,
int dst_offset,
int lut_offset,
int src_step,
int dst_step)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidy = get_local_id(1);
__local uchar l[256];
l[lidy] = table[lidy+lut_offset];
gidx = gidx >= precols ? cols+gidx : gidx;
gidy = gidy >= rows?rows-1:gidy;
int src_index = src_offset + mad24(gidy,src_step,gidx);
int dst_index = dst_offset + mad24(gidy,dst_step,gidx);
barrier(CLK_LOCAL_MEM_FENCE);
uchar p = src[src_index];
uchar q = l[p];
dst[dst_index] = q;
}
__kernel
void LUT_C4_D0( __global uchar4 *dst,
__global uchar4 *src,
__constant uchar *table,
int rows,
int cols,
int channels,
int whole_rows,
int whole_cols,
int src_offset,
int dst_offset,
int lut_offset,
int src_step,
int dst_step)
{
int gidx = get_global_id(0);
int gidy = get_global_id(1);
int lidx = get_local_id(0);
int lidy = get_local_id(1);
int src_index = mad24(gidy,src_step,gidx+src_offset);
int dst_index = mad24(gidy,dst_step,gidx+dst_offset);
__local uchar l[256];
l[lidy*16+lidx] = table[lidy*16+lidx+lut_offset];
barrier(CLK_LOCAL_MEM_FENCE);
if(gidx= dst_start_0)                                   ? src_data_1.x : dst_data_0.x;
dst_data_0.y = ((dst_index_0 + 1 >= dst_start_0) && (dst_index_0 + 1 < dst_end_0)) ? src_data_1.y : dst_data_0.y;
dst_data_0.z = ((dst_index_0 + 2 >= dst_start_0) && (dst_index_0 + 2 < dst_end_0)) ? src_data_1.z : dst_data_0.z;
dst_data_0.w =  (dst_index_0 + 3 < dst_end_0)                                      ? src_data_1.w : dst_data_0.w;
dst_data_1.x =  (dst_index_1 + 0 >= dst_start_1)                                   ? src_data_0.x : dst_data_1.x;
dst_data_1.y = ((dst_index_1 + 1 >= dst_start_1) && (dst_index_1 + 1 < dst_end_1)) ? src_data_0.y : dst_data_1.y;
dst_data_1.z = ((dst_index_1 + 2 >= dst_start_1) && (dst_index_1 + 2 < dst_end_1)) ? src_data_0.z : dst_data_1.z;
dst_data_1.w =  (dst_index_1 + 3 < dst_end_1)                                      ? src_data_0.w : dst_data_1.w;
*((__global uchar4 *)(dst + dst_index_0)) = dst_data_0;
*((__global uchar4 *)(dst + dst_index_1)) = dst_data_1;
}
}
__kernel void arithm_flip_rows_D1 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src_index_0 = mad24(y,            src_step, x + src_offset - dst_align);
int src_index_1 = mad24(rows - y - 1, src_step, x + src_offset - dst_align);
int dst_start_0  = mad24(y,            dst_step, dst_offset);
int dst_start_1  = mad24(rows - y - 1, dst_step, dst_offset);
int dst_end_0    = mad24(y,            dst_step, dst_offset + dst_step1);
int dst_end_1    = mad24(rows - y - 1, dst_step, dst_offset + dst_step1);
int dst_index_0  = mad24(y,            dst_step, dst_offset + x & (int)0xfffffffc);
int dst_index_1  = mad24(rows - y - 1, dst_step, dst_offset + x & (int)0xfffffffc);
char4 src_data_0 = vload4(0, src + src_index_0);
char4 src_data_1 = vload4(0, src + src_index_1);
char4 dst_data_0 = *((__global char4 *)(dst + dst_index_0));
char4 dst_data_1 = *((__global char4 *)(dst + dst_index_1));
dst_data_0.x =  (dst_index_0 + 0 >= dst_start_0)                                   ? src_data_1.x : dst_data_0.x;
dst_data_0.y = ((dst_index_0 + 1 >= dst_start_0) && (dst_index_0 + 1 < dst_end_0)) ? src_data_1.y : dst_data_0.y;
dst_data_0.z = ((dst_index_0 + 2 >= dst_start_0) && (dst_index_0 + 2 < dst_end_0)) ? src_data_1.z : dst_data_0.z;
dst_data_0.w =  (dst_index_0 + 3 < dst_end_0)                                      ? src_data_1.w : dst_data_0.w;
dst_data_1.x =  (dst_index_1 + 0 >= dst_start_1)                                   ? src_data_0.x : dst_data_1.x;
dst_data_1.y = ((dst_index_1 + 1 >= dst_start_1) && (dst_index_1 + 1 < dst_end_1)) ? src_data_0.y : dst_data_1.y;
dst_data_1.z = ((dst_index_1 + 2 >= dst_start_1) && (dst_index_1 + 2 < dst_end_1)) ? src_data_0.z : dst_data_1.z;
dst_data_1.w =  (dst_index_1 + 3 < dst_end_1)                                      ? src_data_0.w : dst_data_1.w;
*((__global char4 *)(dst + dst_index_0)) = dst_data_0;
*((__global char4 *)(dst + dst_index_1)) = dst_data_1;
}
}
__kernel void arithm_flip_rows_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (((dst_offset >> 1) & 3) << 1)
int src_index_0 = mad24(y,            src_step, (x << 1) + src_offset - dst_align);
int src_index_1 = mad24(rows - y - 1, src_step, (x << 1) + src_offset - dst_align);
int dst_start_0  = mad24(y,            dst_step, dst_offset);
int dst_start_1  = mad24(rows - y - 1, dst_step, dst_offset);
int dst_end_0    = mad24(y,            dst_step, dst_offset + dst_step1);
int dst_end_1    = mad24(rows - y - 1, dst_step, dst_offset + dst_step1);
int dst_index_0  = mad24(y,            dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
int dst_index_1  = mad24(rows - y - 1, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src_data_0 = vload4(0, (__global ushort *)((__global char *)src + src_index_0));
ushort4 src_data_1 = vload4(0, (__global ushort *)((__global char *)src + src_index_1));
ushort4 dst_data_0 = *((__global ushort4 *)((__global char *)dst + dst_index_0));
ushort4 dst_data_1 = *((__global ushort4 *)((__global char *)dst + dst_index_1));
dst_data_0.x =  (dst_index_0 + 0 >= dst_start_0)                                   ? src_data_1.x : dst_data_0.x;
dst_data_0.y = ((dst_index_0 + 2 >= dst_start_0) && (dst_index_0 + 2 < dst_end_0)) ? src_data_1.y : dst_data_0.y;
dst_data_0.z = ((dst_index_0 + 4 >= dst_start_0) && (dst_index_0 + 4 < dst_end_0)) ? src_data_1.z : dst_data_0.z;
dst_data_0.w =  (dst_index_0 + 6 < dst_end_0)                                      ? src_data_1.w : dst_data_0.w;
dst_data_1.x =  (dst_index_1 + 0 >= dst_start_1)                                   ? src_data_0.x : dst_data_1.x;
dst_data_1.y = ((dst_index_1 + 2 >= dst_start_1) && (dst_index_1 + 2 < dst_end_1)) ? src_data_0.y : dst_data_1.y;
dst_data_1.z = ((dst_index_1 + 4 >= dst_start_1) && (dst_index_1 + 4 < dst_end_1)) ? src_data_0.z : dst_data_1.z;
dst_data_1.w =  (dst_index_1 + 6 < dst_end_1)                                      ? src_data_0.w : dst_data_1.w;
*((__global ushort4 *)((__global char *)dst + dst_index_0)) = dst_data_0;
*((__global ushort4 *)((__global char *)dst + dst_index_1)) = dst_data_1;
}
}
__kernel void arithm_flip_rows_D3 (__global short *src, int src_step, int src_offset,
__global short *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (((dst_offset >> 1) & 3) << 1)
int src_index_0 = mad24(y,            src_step, (x << 1) + src_offset - dst_align);
int src_index_1 = mad24(rows - y - 1, src_step, (x << 1) + src_offset - dst_align);
int dst_start_0  = mad24(y,            dst_step, dst_offset);
int dst_start_1  = mad24(rows - y - 1, dst_step, dst_offset);
int dst_end_0    = mad24(y,            dst_step, dst_offset + dst_step1);
int dst_end_1    = mad24(rows - y - 1, dst_step, dst_offset + dst_step1);
int dst_index_0  = mad24(y,            dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
int dst_index_1  = mad24(rows - y - 1, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src_data_0 = vload4(0, (__global short *)((__global char *)src + src_index_0));
short4 src_data_1 = vload4(0, (__global short *)((__global char *)src + src_index_1));
short4 dst_data_0 = *((__global short4 *)((__global char *)dst + dst_index_0));
short4 dst_data_1 = *((__global short4 *)((__global char *)dst + dst_index_1));
dst_data_0.x =  (dst_index_0 + 0 >= dst_start_0)                                   ? src_data_1.x : dst_data_0.x;
dst_data_0.y = ((dst_index_0 + 2 >= dst_start_0) && (dst_index_0 + 2 < dst_end_0)) ? src_data_1.y : dst_data_0.y;
dst_data_0.z = ((dst_index_0 + 4 >= dst_start_0) && (dst_index_0 + 4 < dst_end_0)) ? src_data_1.z : dst_data_0.z;
dst_data_0.w =  (dst_index_0 + 6 < dst_end_0)                                      ? src_data_1.w : dst_data_0.w;
dst_data_1.x =  (dst_index_1 + 0 >= dst_start_1)                                   ? src_data_0.x : dst_data_1.x;
dst_data_1.y = ((dst_index_1 + 2 >= dst_start_1) && (dst_index_1 + 2 < dst_end_1)) ? src_data_0.y : dst_data_1.y;
dst_data_1.z = ((dst_index_1 + 4 >= dst_start_1) && (dst_index_1 + 4 < dst_end_1)) ? src_data_0.z : dst_data_1.z;
dst_data_1.w =  (dst_index_1 + 6 < dst_end_1)                                      ? src_data_0.w : dst_data_1.w;
*((__global short4 *)((__global char *)dst + dst_index_0)) = dst_data_0;
*((__global short4 *)((__global char *)dst + dst_index_1)) = dst_data_1;
}
}
__kernel void arithm_flip_rows_D4 (__global int *src, int src_step, int src_offset,
__global int *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
int src_index_0 = mad24(y,            src_step, (x << 2) + src_offset);
int src_index_1 = mad24(rows - y - 1, src_step, (x << 2) + src_offset);
int dst_index_0 = mad24(y,            dst_step, (x << 2) + dst_offset);
int dst_index_1 = mad24(rows - y - 1, dst_step, (x << 2) + dst_offset);
int data0 = *((__global int *)((__global char *)src + src_index_0));
int data1 = *((__global int *)((__global char *)src + src_index_1));
*((__global int *)((__global char *)dst + dst_index_0)) = data1;
*((__global int *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_rows_D5 (__global float *src, int src_step, int src_offset,
__global float *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
int src_index_0 = mad24(y,            src_step, (x << 2) + src_offset);
int src_index_1 = mad24(rows - y - 1, src_step, (x << 2) + src_offset);
int dst_index_0 = mad24(y,            dst_step, (x << 2) + dst_offset);
int dst_index_1 = mad24(rows - y - 1, dst_step, (x << 2) + dst_offset);
float data0 = *((__global float *)((__global char *)src + src_index_0));
float data1 = *((__global float *)((__global char *)src + src_index_1));
*((__global float *)((__global char *)dst + dst_index_0)) = data1;
*((__global float *)((__global char *)dst + dst_index_1)) = data0;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_flip_rows_D6 (__global double *src, int src_step, int src_offset,
__global double *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_rows, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < thread_rows)
{
int src_index_0 = mad24(y,            src_step, (x << 3) + src_offset);
int src_index_1 = mad24(rows - y - 1, src_step, (x << 3) + src_offset);
int dst_index_0 = mad24(y,            dst_step, (x << 3) + dst_offset);
int dst_index_1 = mad24(rows - y - 1, dst_step, (x << 3) + dst_offset);
double data0 = *((__global double *)((__global char *)src + src_index_0));
double data1 = *((__global double *)((__global char *)src + src_index_1));
*((__global double *)((__global char *)dst + dst_index_0)) = data1;
*((__global double *)((__global char *)dst + dst_index_1)) = data0;
}
}
#endif
__kernel void arithm_flip_cols_C1_D0 (__global uchar *src, int src_step, int src_offset,
__global uchar *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x)           + src_offset);
int dst_index_1 = mad24(y, dst_step, (cols - x -1) + dst_offset);
uchar data0 = *(src + src_index_0);
*(dst + dst_index_1) = data0;
int src_index_1 = mad24(y, src_step, (cols - x -1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x)           + dst_offset);
uchar data1 = *(src + src_index_1);
*(dst + dst_index_0) = data1;
}
}
__kernel void arithm_flip_cols_C1_D1 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x)           + src_offset);
int src_index_1 = mad24(y, src_step, (cols - x -1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x)           + dst_offset);
int dst_index_1 = mad24(y, dst_step, (cols - x -1) + dst_offset);
char data0 = *(src + src_index_0);
char data1 = *(src + src_index_1);
*(dst + dst_index_0) = data1;
*(dst + dst_index_1) = data0;
}
}
__kernel void arithm_flip_cols_C1_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 1) + dst_offset);
ushort data0 = *((__global ushort *)((__global char *)src + src_index_0));
ushort data1 = *((__global ushort *)((__global char *)src + src_index_1));
*((__global ushort *)((__global char *)dst + dst_index_0)) = data1;
*((__global ushort *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C1_D3 (__global short *src, int src_step, int src_offset,
__global short *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 1) + dst_offset);
short data0 = *((__global short *)((__global char *)src + src_index_0));
short data1 = *((__global short *)((__global char *)src + src_index_1));
*((__global short *)((__global char *)dst + dst_index_0)) = data1;
*((__global short *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C1_D4 (__global int *src, int src_step, int src_offset,
__global int *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
int data0 = *((__global int *)((__global char *)src + src_index_0));
int data1 = *((__global int *)((__global char *)src + src_index_1));
*((__global int *)((__global char *)dst + dst_index_0)) = data1;
*((__global int *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C1_D5 (__global float *src, int src_step, int src_offset,
__global float *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
float data0 = *((__global float *)((__global char *)src + src_index_0));
float data1 = *((__global float *)((__global char *)src + src_index_1));
*((__global float *)((__global char *)dst + dst_index_0)) = data1;
*((__global float *)((__global char *)dst + dst_index_1)) = data0;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_flip_cols_C1_D6 (__global double *src, int src_step, int src_offset,
__global double *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 3) + dst_offset);
double data0 = *((__global double *)((__global char *)src + src_index_0));
double data1 = *((__global double *)((__global char *)src + src_index_1));
*((__global double *)((__global char *)dst + dst_index_0)) = data1;
*((__global double *)((__global char *)dst + dst_index_1)) = data0;
}
}
#endif
__kernel void arithm_flip_cols_C2_D0 (__global uchar *src, int src_step, int src_offset,
__global uchar *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 1) + dst_offset);
uchar2 data0 = *((__global uchar2 *)((__global char *)src + src_index_0));
uchar2 data1 = *((__global uchar2 *)((__global char *)src + src_index_1));
*((__global uchar2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global uchar2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C2_D1 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 1) + dst_offset);
char2 data0 = *((__global char2 *)((__global char *)src + src_index_0));
char2 data1 = *((__global char2 *)((__global char *)src + src_index_1));
*((__global char2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global char2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C2_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
ushort2 data0 = *((__global ushort2 *)((__global char *)src + src_index_0));
ushort2 data1 = *((__global ushort2 *)((__global char *)src + src_index_1));
*((__global ushort2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global ushort2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C2_D3 (__global short *src, int src_step, int src_offset,
__global short *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
short2 data0 = *((__global short2 *)((__global char *)src + src_index_0));
short2 data1 = *((__global short2 *)((__global char *)src + src_index_1));
*((__global short2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global short2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C2_D4 (__global int *src, int src_step, int src_offset,
__global int *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 3) + dst_offset);
int2 data0 = *((__global int2 *)((__global char *)src + src_index_0));
int2 data1 = *((__global int2 *)((__global char *)src + src_index_1));
*((__global int2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global int2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C2_D5 (__global float *src, int src_step, int src_offset,
__global float *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 3) + dst_offset);
float2 data0 = *((__global float2 *)((__global char *)src + src_index_0));
float2 data1 = *((__global float2 *)((__global char *)src + src_index_1));
*((__global float2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global float2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_flip_cols_C2_D6 (__global double *src, int src_step, int src_offset,
__global double *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 4)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 4) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 4)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 4) + dst_offset);
double2 data0 = *((__global double2 *)((__global char *)src + src_index_0));
double2 data1 = *((__global double2 *)((__global char *)src + src_index_1));
*((__global double2 *)((__global char *)dst + dst_index_0)) = data1;
*((__global double2 *)((__global char *)dst + dst_index_1)) = data0;
}
}
#endif
__kernel void arithm_flip_cols_C3_D0 (__global uchar *src, int src_step, int src_offset,
__global uchar *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x) * 3           + src_offset);
int src_index_1 = mad24(y, src_step, (cols - x -1) * 3 + src_offset);
int dst_index_0 = mad24(y, dst_step, (x) * 3           + dst_offset);
int dst_index_1 = mad24(y, dst_step, (cols - x -1) * 3 + dst_offset);
uchar data0_0 = *(src + src_index_0 + 0);
uchar data0_1 = *(src + src_index_0 + 1);
uchar data0_2 = *(src + src_index_0 + 2);
uchar data1_0 = *(src + src_index_1 + 0);
uchar data1_1 = *(src + src_index_1 + 1);
uchar data1_2 = *(src + src_index_1 + 2);
*(dst + dst_index_0 + 0 ) = data1_0;
*(dst + dst_index_0 + 1 ) = data1_1;
*(dst + dst_index_0 + 2 ) = data1_2;
*(dst + dst_index_1 + 0) = data0_0;
*(dst + dst_index_1 + 1) = data0_1;
*(dst + dst_index_1 + 2) = data0_2;
}
}
__kernel void arithm_flip_cols_C3_D1 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x) * 3           + src_offset);
int src_index_1 = mad24(y, src_step, (cols - x -1) * 3 + src_offset);
int dst_index_0 = mad24(y, dst_step, (x) * 3           + dst_offset);
int dst_index_1 = mad24(y, dst_step, (cols - x -1) * 3 + dst_offset);
char data0_0 = *(src + src_index_0 + 0);
char data0_1 = *(src + src_index_0 + 1);
char data0_2 = *(src + src_index_0 + 2);
char data1_0 = *(src + src_index_1 + 0);
char data1_1 = *(src + src_index_1 + 1);
char data1_2 = *(src + src_index_1 + 2);
*(dst + dst_index_0 + 0 ) = data1_0;
*(dst + dst_index_0 + 1 ) = data1_1;
*(dst + dst_index_0 + 2 ) = data1_2;
*(dst + dst_index_1 + 0) = data0_0;
*(dst + dst_index_1 + 1) = data0_1;
*(dst + dst_index_1 + 2) = data0_2;
}
}
__kernel void arithm_flip_cols_C3_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x * 3 << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) * 3 << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x * 3 << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) * 3 << 1) + dst_offset);
ushort data0_0 = *((__global ushort *)((__global char *)src + src_index_0 + 0));
ushort data0_1 = *((__global ushort *)((__global char *)src + src_index_0 + 2));
ushort data0_2 = *((__global ushort *)((__global char *)src + src_index_0 + 4));
ushort data1_0 = *((__global ushort *)((__global char *)src + src_index_1 + 0));
ushort data1_1 = *((__global ushort *)((__global char *)src + src_index_1 + 2));
ushort data1_2 = *((__global ushort *)((__global char *)src + src_index_1 + 4));
*((__global ushort *)((__global char *)dst + dst_index_0 + 0)) = data1_0;
*((__global ushort *)((__global char *)dst + dst_index_0 + 2)) = data1_1;
*((__global ushort *)((__global char *)dst + dst_index_0 + 4)) = data1_2;
*((__global ushort *)((__global char *)dst + dst_index_1 + 0)) = data0_0;
*((__global ushort *)((__global char *)dst + dst_index_1 + 2)) = data0_1;
*((__global ushort *)((__global char *)dst + dst_index_1 + 4)) = data0_2;
}
}
__kernel void arithm_flip_cols_C3_D3 (__global short *src, int src_step, int src_offset,
__global short *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x * 3 << 1)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) * 3 << 1) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x * 3 << 1)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) * 3 << 1) + dst_offset);
short data0_0 = *((__global short *)((__global char *)src + src_index_0 + 0));
short data0_1 = *((__global short *)((__global char *)src + src_index_0 + 2));
short data0_2 = *((__global short *)((__global char *)src + src_index_0 + 4));
short data1_0 = *((__global short *)((__global char *)src + src_index_1 + 0));
short data1_1 = *((__global short *)((__global char *)src + src_index_1 + 2));
short data1_2 = *((__global short *)((__global char *)src + src_index_1 + 4));
*((__global short *)((__global char *)dst + dst_index_0 + 0)) = data1_0;
*((__global short *)((__global char *)dst + dst_index_0 + 2)) = data1_1;
*((__global short *)((__global char *)dst + dst_index_0 + 4)) = data1_2;
*((__global short *)((__global char *)dst + dst_index_1 + 0)) = data0_0;
*((__global short *)((__global char *)dst + dst_index_1 + 2)) = data0_1;
*((__global short *)((__global char *)dst + dst_index_1 + 4)) = data0_2;
}
}
__kernel void arithm_flip_cols_C3_D4 (__global int *src, int src_step, int src_offset,
__global int *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x * 3 << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) * 3 << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x * 3 << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) * 3 << 2) + dst_offset);
int data0_0 = *((__global int *)((__global char *)src + src_index_0 + 0));
int data0_1 = *((__global int *)((__global char *)src + src_index_0 + 4));
int data0_2 = *((__global int *)((__global char *)src + src_index_0 + 8));
int data1_0 = *((__global int *)((__global char *)src + src_index_1 + 0));
int data1_1 = *((__global int *)((__global char *)src + src_index_1 + 4));
int data1_2 = *((__global int *)((__global char *)src + src_index_1 + 8));
*((__global int *)((__global char *)dst + dst_index_0 + 0)) = data1_0;
*((__global int *)((__global char *)dst + dst_index_0 + 4)) = data1_1;
*((__global int *)((__global char *)dst + dst_index_0 + 8)) = data1_2;
*((__global int *)((__global char *)dst + dst_index_1 + 0)) = data0_0;
*((__global int *)((__global char *)dst + dst_index_1 + 4)) = data0_1;
*((__global int *)((__global char *)dst + dst_index_1 + 8)) = data0_2;
}
}
__kernel void arithm_flip_cols_C3_D5 (__global float *src, int src_step, int src_offset,
__global float *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x * 3 << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) * 3 << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x * 3 << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) * 3 << 2) + dst_offset);
float data0_0 = *((__global float *)((__global char *)src + src_index_0 + 0));
float data0_1 = *((__global float *)((__global char *)src + src_index_0 + 4));
float data0_2 = *((__global float *)((__global char *)src + src_index_0 + 8));
float data1_0 = *((__global float *)((__global char *)src + src_index_1 + 0));
float data1_1 = *((__global float *)((__global char *)src + src_index_1 + 4));
float data1_2 = *((__global float *)((__global char *)src + src_index_1 + 8));
*((__global float *)((__global char *)dst + dst_index_0 + 0)) = data1_0;
*((__global float *)((__global char *)dst + dst_index_0 + 4)) = data1_1;
*((__global float *)((__global char *)dst + dst_index_0 + 8)) = data1_2;
*((__global float *)((__global char *)dst + dst_index_1 + 0)) = data0_0;
*((__global float *)((__global char *)dst + dst_index_1 + 4)) = data0_1;
*((__global float *)((__global char *)dst + dst_index_1 + 8)) = data0_2;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_flip_cols_C3_D6 (__global double *src, int src_step, int src_offset,
__global double *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x * 3 << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) * 3 << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x * 3 << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) * 3 << 3) + dst_offset);
double data0_0 = *((__global double *)((__global char *)src + src_index_0 + 0));
double data0_1 = *((__global double *)((__global char *)src + src_index_0 + 8));
double data0_2 = *((__global double *)((__global char *)src + src_index_0 + 16));
double data1_0 = *((__global double *)((__global char *)src + src_index_1 + 0));
double data1_1 = *((__global double *)((__global char *)src + src_index_1 + 8));
double data1_2 = *((__global double *)((__global char *)src + src_index_1 + 16));
*((__global double *)((__global char *)dst + dst_index_0 + 0 )) = data1_0;
*((__global double *)((__global char *)dst + dst_index_0 + 8 )) = data1_1;
*((__global double *)((__global char *)dst + dst_index_0 + 16)) = data1_2;
*((__global double *)((__global char *)dst + dst_index_1 + 0 )) = data0_0;
*((__global double *)((__global char *)dst + dst_index_1 + 8 )) = data0_1;
*((__global double *)((__global char *)dst + dst_index_1 + 16)) = data0_2;
}
}
#endif
__kernel void arithm_flip_cols_C4_D0 (__global uchar *src, int src_step, int src_offset,
__global uchar *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
uchar4 data0 = *((__global uchar4 *)(src + src_index_0));
uchar4 data1 = *((__global uchar4 *)(src + src_index_1));
*((__global uchar4 *)(dst + dst_index_0)) = data1;
*((__global uchar4 *)(dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C4_D1 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 2)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 2) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 2)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 2) + dst_offset);
char4 data0 = *((__global char4 *)(src + src_index_0));
char4 data1 = *((__global char4 *)(src + src_index_1));
*((__global char4 *)(dst + dst_index_0)) = data1;
*((__global char4 *)(dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C4_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 3) + dst_offset);
ushort4 data0 = *((__global ushort4 *)((__global char *)src + src_index_0));
ushort4 data1 = *((__global ushort4 *)((__global char *)src + src_index_1));
*((__global ushort4 *)((__global char *)dst + dst_index_0)) = data1;
*((__global ushort4 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C4_D3 (__global short *src, int src_step, int src_offset,
__global short *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 3)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 3) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 3)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 3) + dst_offset);
short4 data0 = *((__global short4 *)((__global char *)src + src_index_0));
short4 data1 = *((__global short4 *)((__global char *)src + src_index_1));
*((__global short4 *)((__global char *)dst + dst_index_0)) = data1;
*((__global short4 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C4_D4 (__global int *src, int src_step, int src_offset,
__global int *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 4)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 4) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 4)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 4) + dst_offset);
int4 data0 = *((__global int4 *)((__global char *)src + src_index_0));
int4 data1 = *((__global int4 *)((__global char *)src + src_index_1));
*((__global int4 *)((__global char *)dst + dst_index_0)) = data1;
*((__global int4 *)((__global char *)dst + dst_index_1)) = data0;
}
}
__kernel void arithm_flip_cols_C4_D5 (__global float *src, int src_step, int src_offset,
__global float *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 4)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 4) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 4)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 4) + dst_offset);
float4 data0 = *((__global float4 *)((__global char *)src + src_index_0));
float4 data1 = *((__global float4 *)((__global char *)src + src_index_1));
*((__global float4 *)((__global char *)dst + dst_index_0)) = data1;
*((__global float4 *)((__global char *)dst + dst_index_1)) = data0;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_flip_cols_C4_D6 (__global double *src, int src_step, int src_offset,
__global double *dst, int dst_step, int dst_offset,
int rows, int cols, int thread_cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < thread_cols && y < rows)
{
int src_index_0 = mad24(y, src_step, (x << 5)             + src_offset);
int src_index_1 = mad24(y, src_step, ((cols - x -1) << 5) + src_offset);
int dst_index_0 = mad24(y, dst_step, (x << 5)             + dst_offset);
int dst_index_1 = mad24(y, dst_step, ((cols - x -1) << 5) + dst_offset);
double4 data0 = *((__global double4 *)((__global char *)src + src_index_0));
double4 data1 = *((__global double4 *)((__global char *)src + src_index_1));
*((__global double4 *)((__global char *)dst + dst_index_0)) = data1;
*((__global double4 *)((__global char *)dst + dst_index_1)) = data0;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
__kernel void arithm_exp_D5(int rows, int cols, int srcStep, int dstStep, int srcOffset, int dstOffset, __global float *src, __global float *dst)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows)
{
x = x << 2;
int srcIdx = mad24( y, srcStep, x + srcOffset);
int dstIdx = mad24( y, dstStep, x + dstOffset);
float src_data = *((__global float *)((__global char *)src + srcIdx));
float dst_data = exp(src_data);
*((__global float *)((__global char *)dst + dstIdx)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_exp_D6(int rows, int cols, int srcStep, int dstStep, int srcOffset, int dstOffset, __global double *src, __global double *dst)
{
int x = get_global_id(0);
int y = get_global_id(1);
if(x < cols && y < rows )
{
x = x << 3;
int srcIdx = mad24( y, srcStep, x + srcOffset);
int dstIdx = mad24( y, dstStep, x + dstOffset);
double src_data = *((__global double *)((__global char *)src + srcIdx));
double dst_data = exp(src_data);
*((__global double *)((__global char *)dst + dstIdx )) = dst_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
typedef double F ;
typedef double4 F4;
#define convert_F4 convert_double4
#define convert_F  double
#else
typedef float F;
typedef float4 F4;
#define convert_F4 convert_float4
#define convert_F  float
#endif
inline uchar round2_uchar(F v)
{
return convert_uchar_sat(round(v));
}
inline ushort round2_ushort(F v)
{
return convert_ushort_sat(round(v));
}
inline short round2_short(F v)
{
return convert_short_sat(round(v));
}
inline int round2_int(F v)
{
return convert_int_sat(round(v));
}
__kernel void arithm_div_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int2 coor = (int2)(get_global_id(0), get_global_id(1));
if (coor.x < cols && coor.y < rows)
{
coor.x = coor.x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int2 src_index = (int2)(mad24(coor.y, src1_step, coor.x + src1_offset - dst_align),
mad24(coor.y, src2_step, coor.x + src2_offset - dst_align));
int4 dst_args  = (int4)(mad24(coor.y, dst_step, dst_offset),
mad24(coor.y, dst_step, dst_offset + dst_step1),
mad24(coor.y, dst_step, dst_offset + coor.x & (int)0xfffffffc),
0);
uchar4 src1_data = vload4(0, src1 + src_index.x);
uchar4 src2_data = vload4(0, src2 + src_index.y);
uchar4 dst_data  = *((__global uchar4 *)(dst + dst_args.z));
F4 tmp      = convert_F4(src1_data) * scalar;
uchar4 tmp_data;
tmp_data.x = ((tmp.x == 0) || (src2_data.x == 0)) ? 0 : round2_uchar(tmp.x / src2_data.x);
tmp_data.y = ((tmp.y == 0) || (src2_data.y == 0)) ? 0 : round2_uchar(tmp.y / src2_data.y);
tmp_data.z = ((tmp.z == 0) || (src2_data.z == 0)) ? 0 : round2_uchar(tmp.z / src2_data.z);
tmp_data.w = ((tmp.w == 0) || (src2_data.w == 0)) ? 0 : round2_uchar(tmp.w / src2_data.w);
dst_data.x = ((dst_args.z + 0 >= dst_args.x) && (dst_args.z + 0 < dst_args.y)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_args.z + 1 >= dst_args.x) && (dst_args.z + 1 < dst_args.y)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_args.z + 2 >= dst_args.x) && (dst_args.z + 2 < dst_args.y)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_args.z + 3 >= dst_args.x) && (dst_args.z + 3 < dst_args.y)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_args.z)) = dst_data;
}
}
__kernel void arithm_div_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
F4 tmp   = convert_F4(src1_data) * scalar;
ushort4 tmp_data;
tmp_data.x = ((tmp.x == 0) || (src2_data.x == 0)) ? 0 : round2_ushort(tmp.x / (F)src2_data.x);
tmp_data.y = ((tmp.y == 0) || (src2_data.y == 0)) ? 0 : round2_ushort(tmp.y / (F)src2_data.y);
tmp_data.z = ((tmp.z == 0) || (src2_data.z == 0)) ? 0 : round2_ushort(tmp.z / (F)src2_data.z);
tmp_data.w = ((tmp.w == 0) || (src2_data.w == 0)) ? 0 : round2_ushort(tmp.w / (F)src2_data.w);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_div_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
F4 tmp   = convert_F4(src1_data) * scalar;
short4 tmp_data;
tmp_data.x = ((tmp.x == 0) || (src2_data.x == 0)) ? 0 : round2_short(tmp.x / (F)src2_data.x);
tmp_data.y = ((tmp.y == 0) || (src2_data.y == 0)) ? 0 : round2_short(tmp.y / (F)src2_data.y);
tmp_data.z = ((tmp.z == 0) || (src2_data.z == 0)) ? 0 : round2_short(tmp.z / (F)src2_data.z);
tmp_data.w = ((tmp.w == 0) || (src2_data.w == 0)) ? 0 : round2_short(tmp.w / (F)src2_data.w);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_div_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int data2 = *((__global int *)((__global char *)src2 + src2_index));
F tmp  = (convert_F)(data1) * scalar;
int tmp_data = (tmp == 0 || data2 == 0) ? 0 : round2_int(tmp / (convert_F)(data2));
*((__global int *)((__global char *)dst + dst_index)) =tmp_data;
}
}
__kernel void arithm_div_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
F tmp  = (convert_F)(data1) * scalar;
float tmp_data = (tmp == 0 || data2 == 0) ? 0 : convert_float(tmp / (convert_F)(data2));
*((__global float *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_div_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, double scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
double tmp  = data1 * scalar;
double tmp_data = (tmp == 0 || data2 == 0) ? 0 : (tmp / data2);
*((__global double *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#endif
__kernel void arithm_s_div_D0 (__global uchar *src, int src_step, int src_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src_index = mad24(y, src_step, x + src_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src_data = vload4(0, src + src_index);
uchar4 dst_data  = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data;
tmp_data.x = ((scalar == 0) || (src_data.x == 0)) ? 0 : round2_uchar(scalar / (F)src_data.x);
tmp_data.y = ((scalar == 0) || (src_data.y == 0)) ? 0 : round2_uchar(scalar / (F)src_data.y);
tmp_data.z = ((scalar == 0) || (src_data.z == 0)) ? 0 : round2_uchar(scalar / (F)src_data.z);
tmp_data.w = ((scalar == 0) || (src_data.w == 0)) ? 0 : round2_uchar(scalar / (F)src_data.w);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_s_div_D2 (__global ushort *src, int src_step, int src_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src_index = mad24(y, src_step, (x << 1) + src_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src_data = vload4(0, (__global ushort *)((__global char *)src + src_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
ushort4 tmp_data;
tmp_data.x = ((scalar == 0) || (src_data.x == 0)) ? 0 : round2_ushort(scalar / (F)src_data.x);
tmp_data.y = ((scalar == 0) || (src_data.y == 0)) ? 0 : round2_ushort(scalar / (F)src_data.y);
tmp_data.z = ((scalar == 0) || (src_data.z == 0)) ? 0 : round2_ushort(scalar / (F)src_data.z);
tmp_data.w = ((scalar == 0) || (src_data.w == 0)) ? 0 : round2_ushort(scalar / (F)src_data.w);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_s_div_D3 (__global short *src, int src_step, int src_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src_index = mad24(y, src_step, (x << 1) + src_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src_data = vload4(0, (__global short *)((__global char *)src + src_index));
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
short4 tmp_data;
tmp_data.x = ((scalar == 0) || (src_data.x == 0)) ? 0 : round2_short(scalar / (F)src_data.x);
tmp_data.y = ((scalar == 0) || (src_data.y == 0)) ? 0 : round2_short(scalar / (F)src_data.y);
tmp_data.z = ((scalar == 0) || (src_data.z == 0)) ? 0 : round2_short(scalar / (F)src_data.z);
tmp_data.w = ((scalar == 0) || (src_data.w == 0)) ? 0 : round2_short(scalar / (F)src_data.w);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_s_div_D4 (__global int *src, int src_step, int src_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index = mad24(y, src_step, (x << 2) + src_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data = *((__global int *)((__global char *)src + src_index));
int tmp_data = (scalar == 0 || data == 0) ? 0 : round2_int(scalar / (convert_F)(data));
*((__global int *)((__global char *)dst + dst_index)) =tmp_data;
}
}
__kernel void arithm_s_div_D5 (__global float *src, int src_step, int src_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, F scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index = mad24(y, src_step, (x << 2) + src_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data = *((__global float *)((__global char *)src + src_index));
float tmp_data = (scalar == 0 || data == 0) ? 0 : convert_float(scalar / (convert_F)(data));
*((__global float *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_div_D6 (__global double *src, int src_step, int src_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1, double scalar)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index = mad24(y, src_step, (x << 3) + src_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data = *((__global double *)((__global char *)src + src_index));
double tmp_data = (scalar == 0 || data == 0) ? 0 : (scalar / data);
*((__global double *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
__kernel void arithm_compare_ne_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ne_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1)& 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ne_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1)& 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ne_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2)& 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ne_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_ne_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data != src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
__kernel void arithm_compare_lt_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global  uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_lt_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_lt_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_lt_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_lt_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_lt_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data < src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
__kernel void arithm_compare_le_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_le_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_le_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_le_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2)& 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data =convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_le_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2)& 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_le_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3)& 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data <= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
__kernel void arithm_compare_eq_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ne_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1)& 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_eq_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_eq_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_eq_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_eq_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data == src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
__kernel void arithm_compare_gt_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_gt_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_gt_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_gt_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_gt_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_gt_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data > src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
__kernel void arithm_compare_ge_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ge_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ge_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1)& 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ge_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2)& 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_compare_ge_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2)& 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_compare_ge_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3)& 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 tmp_data = convert_uchar4((src1_data >= src2_data));
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#define CV_PI   3.1415926535897932384626433832795
#ifndef DBL_EPSILON
#define DBL_EPSILON 0x1.0p-52
#endif
__kernel void arithm_cartToPolar_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst1, int dst1_step, int dst1_offset,
__global float *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst1_index = mad24(y, dst1_step, (x << 2) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 2) + dst2_offset);
float x = *((__global float *)((__global char *)src1 + src1_index));
float y = *((__global float *)((__global char *)src2 + src2_index));
float x2 = x * x;
float y2 = y * y;
float magnitude = sqrt(x2 + y2);
float cartToPolar;
float tmp = y >= 0 ? 0 : CV_PI*2;
tmp = x < 0 ? CV_PI : tmp;
float tmp1 = y >= 0 ? CV_PI*0.5 : CV_PI*1.5;
cartToPolar = y2 <= x2 ? x*y/(x2 + 0.28f*y2 + (float)DBL_EPSILON)  + tmp :
tmp1 - x*y/(y2 + 0.28f*x2 + (float)DBL_EPSILON);
cartToPolar = angInDegree == 0 ? cartToPolar : cartToPolar * (float)(180/CV_PI);
*((__global float *)((__global char *)dst1 + dst1_index)) = magnitude;
*((__global float *)((__global char *)dst2 + dst2_index)) = cartToPolar;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_cartToPolar_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst1, int dst1_step, int dst1_offset,
__global double *dst2, int dst2_step, int dst2_offset,
int rows, int cols, int angInDegree)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst1_index = mad24(y, dst1_step, (x << 3) + dst1_offset);
int dst2_index = mad24(y, dst2_step, (x << 3) + dst2_offset);
double x = *((__global double *)((__global char *)src1 + src1_index));
double y = *((__global double *)((__global char *)src2 + src2_index));
double x2 = x * x;
double y2 = y * y;
double magnitude = sqrt(x2 + y2);
double cartToPolar;
float tmp = y >= 0 ? 0 : CV_PI*2;
tmp = x < 0 ? CV_PI : tmp;
float tmp1 = y >= 0 ? CV_PI*0.5 : CV_PI*1.5;
cartToPolar = y2 <= x2 ? x*y/(x2 + 0.28f*y2 + (float)DBL_EPSILON)  + tmp :
tmp1 - x*y/(y2 + 0.28f*x2 + (float)DBL_EPSILON);
cartToPolar = angInDegree == 0 ? cartToPolar : cartToPolar * (float)(180/CV_PI);
*((__global double *)((__global char *)dst1 + dst1_index)) = magnitude;
*((__global double *)((__global char *)dst2 + dst2_index)) = cartToPolar;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
__kernel void arithm_bitwise_not_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = ~ src1_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_not_D1 (__global char *src1, int src1_step, int src1_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 dst_data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = ~ src1_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global char4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_not_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
ushort4 tmp_data = ~ src1_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_not_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
short4 tmp_data = ~ src1_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_not_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int tmp  = ~ data1;
*((__global int *)((__global char *)dst + dst_index)) = tmp;
}
}
__kernel void arithm_bitwise_not_D5 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index = mad24(y, src_step, (x << 2) + src_offset);
int dst_index = mad24(y, dst_step, (x << 2) + dst_offset);
char4 data;
data = *((__global char4 *)((__global char *)src + src_index));
data = ~ data;
*((__global char4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_bitwise_not_D6 (__global char *src, int src_step, int src_offset,
__global char *dst, int dst_step, int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src_index = mad24(y, src_step, (x << 3) + src_offset);
int dst_index = mad24(y, dst_step,  (x << 3) + dst_offset);
char8 data;
data = *((__global char8 *)((__global char *)src + src_index));
data = ~ data;
*((__global char8 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifndef OP_BINARY
#define OP_BINARY &
#endif
__kernel void arithm_s_bitwise_binary_with_mask_C1_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = (uchar4)(src2.x, src2.x, src2.x, src2.x);
uchar4 mask_data = vload4(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C1_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = (char4)(src2.x, src2.x, src2.x, src2.x);
uchar4 mask_data = vload4(0, mask + mask_index);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C1_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar  *mask, int mask_step, int mask_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort2 src2_data = (ushort2)(src2.x, src2.x);
uchar2  mask_data = vload2(0, mask + mask_index);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
ushort2 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C1_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
short2 src2_data = (short2)(src2.x, src2.x);
uchar2  mask_data = vload2(0, mask + mask_index);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
short2 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C1_D4 (
__global   int   *src1, int src1_step, int src1_offset,
__global   int   *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = src2.x;
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
int data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C1_D5 (
__global char *src1, int src1_step, int src1_offset,
__global char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
char4 src1_data = *((__global char4 *)((__global char *)src1 + src1_index));
char4 src2_data = (char4)(src2.s0, src2.s1, src2.s2, src2.s3);
char4 dst_data  = *((__global char4 *)((__global char *)dst  + dst_index));
char4 data = src1_data OP_BINARY src2_data;
data = mask_data ? data : dst_data;
*((__global char4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_with_mask_C1_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src1_data = *((__global short4 *)((__global char *)src1 + src1_index));
short4 src2_data = (short4)(src2.s0, src2.s1, src2.s2, src2.s3);
short4 dst_data  = *((__global short4 *)((__global char *)dst  + dst_index));
short4 data = src1_data OP_BINARY src2_data;
data = mask_data ? data : dst_data;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_bitwise_binary_with_mask_C2_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = (uchar4)(src2.x, src2.y, src2.x, src2.y);
uchar2 mask_data = vload2(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C2_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = (char4)(src2.x, src2.y, src2.x, src2.y);
uchar2 mask_data = vload2(0, mask + mask_index);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C2_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
ushort2 src_data2 = (ushort2)(src2.x, src2.y);
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
ushort2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C2_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
short2 src_data2 = (short2)(src2.x, src2.y);
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
short2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C2_D4 (
__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C2_D5 (
__global   char *src1, int src1_step, int src1_offset,
__global  char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
char8 src1_data = *((__global char8 *)((__global char *)src1 + src1_index));
char8 src2_data = (char8)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7);
char8 dst_data = *((__global char8 *)((__global char *)dst  + dst_index));
char8 data = src1_data OP_BINARY src2_data;
data = mask_data ? data : dst_data;
*((__global char8 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_with_mask_C2_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
__global uchar *mask, int mask_step, int mask_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
short8 src1_data = *((__global short8 *)((__global char *)src1 + src1_index));
short8 src2_data = (short8)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7);
short8 dst_data = *((__global short8 *)((__global char *)dst  + dst_index));
short8 data = src1_data OP_BINARY src2_data;
data = mask_data ? data : dst_data;
*((__global short8 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_bitwise_binary_with_mask_C4_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 data = src_data1 OP_BINARY src2;
data = mask_data ? data : dst_data;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C4_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
char4 src_data1 = *((__global char4 *)(src1 + src1_index));
char4 dst_data  = *((__global char4 *)(dst  + dst_index));
char4 data = src_data1 OP_BINARY src2;
data = mask_data ? data : dst_data;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C4_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 dst_data  = *((__global ushort4 *)((__global char *)dst  + dst_index));
ushort4 data = src_data1 OP_BINARY src2;
data = mask_data ? data : dst_data;
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C4_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 dst_data  = *((__global short4 *)((__global char *)dst  + dst_index));
short4 data = src_data1 OP_BINARY src2;
data = mask_data ? data : dst_data;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C4_D4 (
__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 dst_data  = *((__global int4 *)((__global char *)dst  + dst_index));
int4 data = src_data1 OP_BINARY src2;
data = mask_data ? data : dst_data;
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_with_mask_C4_D5 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
char16 src1_data = *((__global char16 *)((__global char *)src1 + src1_index));
char16 src2_data = (char16)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7,
src2.s8, src2.s9, src2.sa, src2.sb, src2.sc, src2.sd, src2.se, src2.sf);
char16 dst_data  = *((__global char16 *)((__global char *)dst  + dst_index));
char16 data = src1_data OP_BINARY src2_data;
data = mask_data ? data : dst_data;
*((__global char16 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_with_mask_C4_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
__global uchar *mask, int mask_step, int mask_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src1_data_0 = *((__global short4 *)((__global char *)src1 + src1_index + 0));
short4 src1_data_1 = *((__global short4 *)((__global char *)src1 + src1_index + 8));
short4 src1_data_2 = *((__global short4 *)((__global char *)src1 + src1_index + 16));
short4 src1_data_3 = *((__global short4 *)((__global char *)src1 + src1_index + 24));
short4 src2_data_0 = (short4)(src2.s0, src2.s1, src2.s2, src2.s3);
short4 src2_data_1 = (short4)(src2.s4, src2.s5, src2.s6, src2.s7);
short4 src2_data_2 = (short4)(src2.s8, src2.s9, src2.sa, src2.sb);
short4 src2_data_3 = (short4)(src2.sc, src2.sd, src2.se, src2.sf);
short4 dst_data_0  = *((__global short4 *)((__global char *)dst  + dst_index + 0));
short4 dst_data_1  = *((__global short4 *)((__global char *)dst  + dst_index + 8));
short4 dst_data_2  = *((__global short4 *)((__global char *)dst  + dst_index + 16));
short4 dst_data_3  = *((__global short4 *)((__global char *)dst  + dst_index + 24));
short4 data_0 = src1_data_0 OP_BINARY src2_data_0;
short4 data_1 = src1_data_1 OP_BINARY src2_data_1;
short4 data_2 = src1_data_2 OP_BINARY src2_data_2;
short4 data_3 = src1_data_3 OP_BINARY src2_data_3;
data_0 = mask_data ? data_0 : dst_data_0;
data_1 = mask_data ? data_1 : dst_data_1;
data_2 = mask_data ? data_2 : dst_data_2;
data_3 = mask_data ? data_3 : dst_data_3;
*((__global short4 *)((__global char *)dst + dst_index + 0)) = data_0;
*((__global short4 *)((__global char *)dst + dst_index + 8)) = data_1;
*((__global short4 *)((__global char *)dst + dst_index + 16)) = data_2;
*((__global short4 *)((__global char *)dst + dst_index + 24)) = data_3;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifndef OP_BINARY
#define OP_BINARY &
#endif
__kernel void arithm_s_bitwise_binary_C1_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = (uchar4)(src2.x, src2.x, src2.x, src2.x);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C1_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = (char4)(src2.x, src2.x, src2.x, src2.x);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C1_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort2 src2_data = (ushort2)(src2.x, src2.x);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
ushort2 tmp_data = src1_data OP_BINARY src2_data;
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C1_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
short2 src2_data = (short2)(src2.x, src2.x);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
short2 tmp_data = src1_data OP_BINARY src2_data;
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C1_D4 (
__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = src2.x;
int data = src_data1 OP_BINARY src_data2;
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C1_D5 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
char4 src1_data = *((__global char4 *)((__global char *)src1 + src1_index));
char4 src2_data = (char4)(src2.s0, src2.s1, src2.s2, src2.s3);
char4 data  = *((__global char4 *)((__global char *)dst  + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global char4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_C1_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
short4 src1_data = *((__global short4 *)((__global char *)src1 + src1_index));
short4 src2_data = (short4)(src2.s0, src2.s1, src2.s2, src2.s3);
short4 tmp_data = src1_data OP_BINARY src2_data;
*((__global short4 *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#endif
__kernel void arithm_s_bitwise_binary_C2_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = (uchar4)(src2.x, src2.y, src2.x, src2.y);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = (dst_index + 0 >= dst_start) ? tmp_data.xy : data.xy;
data.zw = (dst_index + 2 <  dst_end  ) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C2_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = (char4)(src2.x, src2.y, src2.x, src2.y);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = (dst_index + 0 >= dst_start) ? tmp_data.xy : data.xy;
data.zw = (dst_index + 2 <  dst_end  ) ? tmp_data.zw : data.zw;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C2_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
ushort2 src_data2 = (ushort2)(src2.x, src2.y);
ushort2 data = src_data1 OP_BINARY src_data2;
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C2_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
short2 src_data2 = (short2)(src2.x, src2.y);
short2 data = src_data1 OP_BINARY src_data2;
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C2_D4 (
__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
int2 data = src_data1 OP_BINARY src_data2;
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C2_D5 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
char8 src1_data = *((__global char8 *)((__global char *)src1 + src1_index));
char8 src2_data = (char8)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7);
char8 tmp_data = src1_data OP_BINARY src2_data;
*((__global char8 *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_C2_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
short8 src1_data = *((__global short8 *)((__global char *)src1 + src1_index));
short8 src2_data = (short8)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7);
short8 tmp_data = src1_data OP_BINARY src2_data;
*((__global short8 *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#endif
__kernel void arithm_s_bitwise_binary_C4_D0 (
__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
uchar4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 data = src_data1 OP_BINARY src2;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C4_D1 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
char4 src_data1 = *((__global char4 *)(src1 + src1_index));
char4 data = src_data1 OP_BINARY src2;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C4_D2 (
__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
ushort4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 data = src_data1 OP_BINARY src2;
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C4_D3 (
__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
short4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 data = src_data1 OP_BINARY src2;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C4_D4 (
__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 data = src_data1 OP_BINARY src2;
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_bitwise_binary_C4_D5 (
__global   char *src1, int src1_step, int src1_offset,
__global   char *dst,  int dst_step,  int dst_offset,
char16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
char16 src1_data = *((__global char16 *)((__global char *)src1 + src1_index));
char16 src2_data = (char16)(src2.s0, src2.s1, src2.s2, src2.s3, src2.s4, src2.s5, src2.s6, src2.s7,
src2.s8, src2.s9, src2.sa, src2.sb, src2.sc, src2.sd, src2.se, src2.sf);
char16 tmp_data = src1_data OP_BINARY src2_data;
*((__global char16 *)((__global char *)dst + dst_index)) = tmp_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_bitwise_binary_C4_D6 (
__global short *src1, int src1_step, int src1_offset,
__global short *dst,  int dst_step,  int dst_offset,
short16 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
short4 src1_data_0 = *((__global short4 *)((__global char *)src1 + src1_index + 0));
short4 src1_data_1 = *((__global short4 *)((__global char *)src1 + src1_index + 8));
short4 src1_data_2 = *((__global short4 *)((__global char *)src1 + src1_index + 16));
short4 src1_data_3 = *((__global short4 *)((__global char *)src1 + src1_index + 24));
short4 src2_data_0 = (short4)(src2.s0, src2.s1, src2.s2, src2.s3);
short4 src2_data_1 = (short4)(src2.s4, src2.s5, src2.s6, src2.s7);
short4 src2_data_2 = (short4)(src2.s8, src2.s9, src2.sa, src2.sb);
short4 src2_data_3 = (short4)(src2.sc, src2.sd, src2.se, src2.sf);
short4 tmp_data_0 = src1_data_0 OP_BINARY src2_data_0;
short4 tmp_data_1 = src1_data_1 OP_BINARY src2_data_1;
short4 tmp_data_2 = src1_data_2 OP_BINARY src2_data_2;
short4 tmp_data_3 = src1_data_3 OP_BINARY src2_data_3;
*((__global short4 *)((__global char *)dst + dst_index + 0 ))= tmp_data_0;
*((__global short4 *)((__global char *)dst + dst_index + 8 ))= tmp_data_1;
*((__global short4 *)((__global char *)dst + dst_index + 16))= tmp_data_2;
*((__global short4 *)((__global char *)dst + dst_index + 24))= tmp_data_3;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifndef OP_BINARY
#define OP_BINARY &
#endif
__kernel void arithm_bitwise_binary_with_mask_C1_D0 (
__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = vload4(0, src2 + src2_index);
uchar4 mask_data = vload4(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D1 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = vload4(0, src2 + src2_index);
uchar4 mask_data = vload4(0, mask + mask_index);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.x = convert_char((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = convert_char((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = convert_char((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = convert_char((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D2 (
__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort2 src2_data = vload2(0, (__global ushort *)((__global char *)src2 + src2_index));
uchar2  mask_data = vload2(0, mask + mask_index);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
ushort2 tmp_data = src1_data OP_BINARY src2_data;
data.x = convert_ushort((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = convert_ushort((mask_data.y) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D3 (
__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
short2 src2_data = vload2(0, (__global short *)((__global char *)src2 + src2_index));
uchar2  mask_data = vload2(0, mask + mask_index);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
short2 tmp_data = src1_data OP_BINARY src2_data;
data.x = convert_short((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = convert_short((mask_data.y) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D4 (
__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int   *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = *((__global int *)((__global char *)src2 + src2_index));
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
int data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D5 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
char4 src_data1 = *((__global char4 *)((__global char *)src1 + src1_index));
char4 src_data2 = *((__global char4 *)((__global char *)src2 + src2_index));
char4 dst_data  = *((__global char4 *)((__global char *)dst  + dst_index));
char4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C1_D6 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
char8 src_data1 = *((__global char8 *)((__global char *)src1 + src1_index));
char8 src_data2 = *((__global char8 *)((__global char *)src2 + src2_index));
char8 dst_data  = *((__global char8 *)((__global char *)dst  + dst_index));
char8 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char8 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D0 (
__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = vload4(0, src2 + src2_index);
uchar2 mask_data = vload2(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D1 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
char4 src1_data = vload4(0, src1 + src1_index);
char4 src2_data = vload4(0, src2 + src2_index);
uchar2 mask_data = vload2(0, mask + mask_index);
char4 data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D2 (
__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
ushort2 src_data2 = *((__global ushort2 *)((__global char *)src2 + src2_index));
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
ushort2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D3 (
__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
short2 src_data2 = *((__global short2 *)((__global char *)src2 + src2_index));
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
short2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D4 (
__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int    *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = *((__global int2 *)((__global char *)src2 + src2_index));
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D5 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
char8 src_data1 = *((__global char8 *)((__global char *)src1 + src1_index));
char8 src_data2 = *((__global char8 *)((__global char *)src2 + src2_index));
char8 dst_data  = *((__global char8 *)((__global char *)dst  + dst_index));
char8 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char8 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C2_D6 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
char16 src_data1 = *((__global char16 *)((__global char *)src1 + src1_index));
char16 src_data2 = *((__global char16 *)((__global char *)src2 + src2_index));
char16 dst_data  = *((__global char16 *)((__global char *)dst  + dst_index));
char16 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char16 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D0 (
__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 src_data2 = *((__global uchar4 *)(src2 + src2_index));
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D1 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
char4 src_data1 = *((__global char4 *)(src1 + src1_index));
char4 src_data2 = *((__global char4 *)(src2 + src2_index));
char4 dst_data  = *((__global char4 *)(dst  + dst_index));
char4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D2 (
__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 src_data2 = *((__global ushort4 *)((__global char *)src2 + src2_index));
ushort4 dst_data  = *((__global ushort4 *)((__global char *)dst  + dst_index));
ushort4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D3 (
__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 src_data2 = *((__global short4 *)((__global char *)src2 + src2_index));
short4 dst_data  = *((__global short4 *)((__global char *)dst  + dst_index));
short4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D4 (
__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int   *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 src_data2 = *((__global int4 *)((__global char *)src2 + src2_index));
int4 dst_data  = *((__global int4 *)((__global char *)dst  + dst_index));
int4 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_bitwise_binary_with_mask_C4_D5 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
char16 src_data1 = *((__global char16 *)((__global char *)src1 + src1_index));
char16 src_data2 = *((__global char16 *)((__global char *)src2 + src2_index));
char16 dst_data  = *((__global char16 *)((__global char *)dst  + dst_index));
char16 data = src_data1 OP_BINARY src_data2;
data = mask_data ? data : dst_data;
*((__global char16 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_bitwise_binary_with_mask_C4_D6 (
__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 5) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
uchar mask_data = *(mask + mask_index);
char8 src_data1_0 = *((__global char8 *)((__global char *)src1 + src1_index + 0));
char8 src_data1_1 = *((__global char8 *)((__global char *)src1 + src1_index + 8));
char8 src_data1_2 = *((__global char8 *)((__global char *)src1 + src1_index + 16));
char8 src_data1_3 = *((__global char8 *)((__global char *)src1 + src1_index + 24));
char8 src_data2_0 = *((__global char8 *)((__global char *)src2 + src2_index + 0));
char8 src_data2_1 = *((__global char8 *)((__global char *)src2 + src2_index + 8));
char8 src_data2_2 = *((__global char8 *)((__global char *)src2 + src2_index + 16));
char8 src_data2_3 = *((__global char8 *)((__global char *)src2 + src2_index + 24));
char8 dst_data_0  = *((__global char8 *)((__global char *)dst  + dst_index + 0));
char8 dst_data_1  = *((__global char8 *)((__global char *)dst  + dst_index + 8));
char8 dst_data_2  = *((__global char8 *)((__global char *)dst  + dst_index + 16));
char8 dst_data_3  = *((__global char8 *)((__global char *)dst  + dst_index + 24));
char8 data_0 = src_data1_0 OP_BINARY src_data2_0;
char8 data_1 = src_data1_1 OP_BINARY src_data2_1;
char8 data_2 = src_data1_2 OP_BINARY src_data2_2;
char8 data_3 = src_data1_3 OP_BINARY src_data2_3;
data_0 = mask_data ? data_0 : dst_data_0;
data_1 = mask_data ? data_1 : dst_data_1;
data_2 = mask_data ? data_2 : dst_data_2;
data_3 = mask_data ? data_3 : dst_data_3;
*((__global char8 *)((__global char *)dst + dst_index + 0)) = data_0;
*((__global char8 *)((__global char *)dst + dst_index + 8)) = data_1;
*((__global char8 *)((__global char *)dst + dst_index + 16)) = data_2;
*((__global char8 *)((__global char *)dst + dst_index + 24)) = data_3;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifndef OP_BINARY
#define OP_BINARY &
#endif
__kernel void arithm_bitwise_binary_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = src1_data OP_BINARY src2_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_binary_D1 (__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
char4 src1_data = vload4(0, src1 + src1_index_fix);
char4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
char4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
char4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
char4 dst_data = *((__global char4 *)(dst + dst_index));
char4 tmp_data = src1_data OP_BINARY src2_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global char4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_binary_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index_fix));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
ushort4 tmp_data = src1_data OP_BINARY src2_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_binary_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index_fix));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
short4 tmp_data = src1_data OP_BINARY src2_data;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_bitwise_binary_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int data2 = *((__global int *)((__global char *)src2 + src2_index));
int tmp  = data1 OP_BINARY data2;
*((__global int *)((__global char *)dst + dst_index)) = tmp;
}
}
__kernel void arithm_bitwise_binary_D5 (__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
char4 data1 = *((__global char4 *)((__global char *)src1 + src1_index));
char4 data2 = *((__global char4 *)((__global char *)src2 + src2_index));
char4 tmp = data1 OP_BINARY data2;
*((__global char4 *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_bitwise_binary_D6 (__global char *src1, int src1_step, int src1_offset,
__global char *src2, int src2_step, int src2_offset,
__global char *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
char8 data1 = *((__global char8 *)((__global char *)src1 + src1_index));
char8 data2 = *((__global char8 *)((__global char *)src2 + src2_index));
*((__global char8 *)((__global char *)dst + dst_index)) = data1 OP_BINARY data2;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifdef ARITHM_ADD
#define ARITHM_OP(A,B) ((A)+(B))
#elif defined ARITHM_SUB
#define ARITHM_OP(A,B) ((A)-(B))
#endif
__kernel void arithm_s_add_with_mask_C1_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int mask_index_fix = mask_index < 0 ? 0 : mask_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
int4 src2_data = (int4)(src2.x, src2.x, src2.x, src2.x);
uchar4 mask_data = vload4(0, mask + mask_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(mask_index < 0)
{
uchar4 tmp;
tmp.xyzw = (mask_index == -2) ? mask_data.zwxy:mask_data.yzwx;
mask_data.xyzw = (mask_index == -1) ? mask_data.wxyz:tmp.xyzw;
}
uchar4 data = *((__global uchar4 *)(dst + dst_index));
int4 tmp = ARITHM_OP(convert_int4_sat(src1_data), src2_data);
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C1_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar  *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
uchar2  mask_data = vload2(0, mask + mask_index);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), src2_data);
ushort2 tmp_data = convert_ushort2_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C1_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
uchar2  mask_data = vload2(0, mask + mask_index);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), src2_data);
short2 tmp_data = convert_short2_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C1_D4 (__global   int   *src1, int src1_step, int src1_offset,
__global   int   *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = src2.x;
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
int data = convert_int_sat(ARITHM_OP((long)src_data1, (long)src_data2));
data = mask_data ? data : dst_data;
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C1_D5 (__global   float   *src1, int src1_step, int src1_offset,
__global   float   *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
float src_data1 = *((__global float *)((__global char *)src1 + src1_index));
float src_data2 = src2.x;
float dst_data  = *((__global float *)((__global char *)dst  + dst_index));
float data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global float *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_with_mask_C1_D6 (__global   double   *src1, int src1_step, int src1_offset,
__global   double   *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
double src_data1 = *((__global double *)((__global char *)src1 + src1_index));
double src_data2 = src2.x;
double dst_data  = *((__global double *)((__global char *)dst  + dst_index));
double data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global double *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_add_with_mask_C2_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
int4   src2_data = (int4)(src2.x, src2.y, src2.x, src2.y);
uchar2 mask_data = vload2(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
int4  tmp = ARITHM_OP(convert_int4_sat(src1_data), src2_data);
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C2_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), src_data2);
ushort2 data = convert_ushort2_sat(tmp);
data = mask_data ? data : dst_data;
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C2_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), src_data2);
short2 data = convert_short2_sat(tmp);
data = mask_data ? data : dst_data;
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C2_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = convert_int2_sat(ARITHM_OP(convert_long2_sat(src_data1), convert_long2_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C2_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
float2 src_data1 = *((__global float2 *)((__global char *)src1 + src1_index));
float2 src_data2 = (float2)(src2.x, src2.y);
float2 dst_data  = *((__global float2 *)((__global char *)dst  + dst_index));
float2 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global float2 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_with_mask_C2_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
double2 src_data1 = *((__global double2 *)((__global char *)src1 + src1_index));
double2 src_data2 = (double2)(src2.x, src2.y);
double2 dst_data  = *((__global double2 *)((__global char *)dst  + dst_index));
double2 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global double2 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_add_with_mask_C4_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 data = convert_uchar4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
data = mask_data ? data : dst_data;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C4_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 dst_data  = *((__global ushort4 *)((__global char *)dst  + dst_index));
ushort4 data = convert_ushort4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
data = mask_data ? data : dst_data;
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C4_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 dst_data  = *((__global short4 *)((__global char *)dst  + dst_index));
short4 data = convert_short4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
data = mask_data ? data : dst_data;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C4_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 dst_data  = *((__global int4 *)((__global char *)dst  + dst_index));
int4 data = convert_int4_sat(ARITHM_OP(convert_long4_sat(src_data1), convert_long4_sat(src2)));
data = mask_data ? data : dst_data;
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_with_mask_C4_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
float4 src_data1 = *((__global float4 *)((__global char *)src1 + src1_index));
float4 dst_data  = *((__global float4 *)((__global char *)dst  + dst_index));
float4 data = ARITHM_OP(src_data1, src2);
data = mask_data ? data : dst_data;
*((__global float4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_with_mask_C4_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
__global   uchar *mask, int mask_step, int mask_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
uchar mask_data = *(mask + mask_index);
double4 src_data1 = *((__global double4 *)((__global char *)src1 + src1_index));
double4 dst_data  = *((__global double4 *)((__global char *)dst  + dst_index));
double4 data = ARITHM_OP(src_data1, src2);
data = mask_data ? data : dst_data;
*((__global double4 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifdef ARITHM_ADD
#define ARITHM_OP(A,B) ((A)+(B))
#elif defined ARITHM_SUB
#define ARITHM_OP(A,B) ((A)-(B))
#endif
__kernel void arithm_s_add_C1_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
int4 src2_data = (int4)(src2.x, src2.x, src2.x, src2.x);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
uchar4 data = *((__global uchar4 *)(dst + dst_index));
int4 tmp = ARITHM_OP(convert_int4_sat(src1_data), src2_data);
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C1_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), src2_data);
ushort2 tmp_data = convert_ushort2_sat(tmp);
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C1_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), src2_data);
short2 tmp_data = convert_short2_sat(tmp);
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C1_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = src2.x;
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
int data = convert_int_sat(ARITHM_OP((long)src_data1, (long)src_data2));
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C1_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float src_data1 = *((__global float *)((__global char *)src1 + src1_index));
float src_data2 = src2.x;
float dst_data  = *((__global float *)((__global char *)dst  + dst_index));
float data = ARITHM_OP(src_data1, src_data2);
*((__global float *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_C1_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double src_data1 = *((__global double *)((__global char *)src1 + src1_index));
double src2_data = src2.x;
double dst_data  = *((__global double *)((__global char *)dst  + dst_index));
double data = ARITHM_OP(src_data1, src2_data);
*((__global double *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_add_C2_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
int4 src2_data = (int4)(src2.x, src2.y, src2.x, src2.y);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
int4 tmp = ARITHM_OP(convert_int4_sat(src1_data), src2_data);
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.xy = (dst_index + 0 >= dst_start) ? tmp_data.xy : data.xy;
data.zw = (dst_index + 2 <  dst_end  ) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C2_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), src_data2);
ushort2 data = convert_ushort2_sat(tmp);
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C2_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), src_data2);
short2 data = convert_short2_sat(tmp);
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C2_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = convert_int2_sat(ARITHM_OP(convert_long2_sat(src_data1), convert_long2_sat(src_data2)));
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C2_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
float2 src_data1 = *((__global float2 *)((__global char *)src1 + src1_index));
float2 src_data2 = (float2)(src2.x, src2.y);
float2 dst_data  = *((__global float2 *)((__global char *)dst  + dst_index));
float2 data = ARITHM_OP(src_data1, src_data2);
*((__global float2 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_C2_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
double2 src_data1 = *((__global double2 *)((__global char *)src1 + src1_index));
double2 src_data2 = (double2)(src2.x, src2.y);
double2 dst_data  = *((__global double2 *)((__global char *)dst  + dst_index));
double2 data = ARITHM_OP(src_data1, src_data2);
*((__global double2 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_add_C4_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 data = convert_uchar4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C4_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 data = convert_ushort4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C4_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 data = convert_short4_sat(ARITHM_OP(convert_int4_sat(src_data1), src2));
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C4_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 data = convert_int4_sat(ARITHM_OP(convert_long4_sat(src_data1), convert_long4_sat(src2)));
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_add_C4_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
float4 src_data1 = *((__global float4 *)((__global char *)src1 + src1_index));
float4 data = ARITHM_OP(src_data1, src2);
*((__global float4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_add_C4_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
double4 src_data1 = *((__global double4 *)((__global char *)src1 + src1_index));
double4 data = ARITHM_OP(src_data1, src2);
*((__global double4 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
typedef double F;
#else
typedef float F;
#endif
__kernel void addWeighted_D0 (__global uchar *src1,int src1_step,int src1_offset,
__global uchar *src2, int src2_step,int src2_offset,
F alpha,F beta,F gama,
__global uchar *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
uchar4 src1_data ,src2_data;
src1_data.x= src1_index+0 >= 0 ? src1[src1_index+0] : 0;
src1_data.y= src1_index+1 >= 0 ? src1[src1_index+1] : 0;
src1_data.z= src1_index+2 >= 0 ? src1[src1_index+2] : 0;
src1_data.w= src1_index+3 >= 0 ? src1[src1_index+3] : 0;
src2_data.x= src2_index+0 >= 0 ? src2[src2_index+0] : 0;
src2_data.y= src2_index+1 >= 0 ? src2[src2_index+1] : 0;
src2_data.z= src2_index+2 >= 0 ? src2[src2_index+2] : 0;
src2_data.w= src2_index+3 >= 0 ? src2[src2_index+3] : 0;
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
short4 tmp;
tmp.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp.w = src1_data.w * alpha + src2_data.w * beta + gama;
uchar4 tmp_data = convert_uchar4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void addWeighted_D2 (__global ushort *src1, int src1_step,int src1_offset,
__global ushort *src2, int src2_step,int src2_offset,
F alpha,F beta,F gama,
__global ushort *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset -( dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset -( dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset +( x<< 1) & (int)0xfffffff8);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index_fix));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
ushort4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
int4 tmp;
tmp.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp.w = src1_data.w * alpha + src2_data.w * beta + gama;
ushort4 tmp_data = convert_ushort4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void addWeighted_D3 (__global short *src1, int src1_step,int src1_offset,
__global short *src2,  int src2_step,int src2_offset,
F alpha,F beta,F gama,
__global short *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset -( dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset -( dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset +( x<< 1) - (dst_align << 1 ));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index_fix));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
short4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
short4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
int4 tmp;
tmp.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp.w = src1_data.w * alpha + src2_data.w * beta + gama;
short4 tmp_data = convert_short4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void addWeighted_D4 (__global int *src1, int src1_step,int src1_offset,
__global int *src2, int src2_step,int src2_offset,
F alpha,F beta, F gama,
__global int *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#define bitOfInt  (sizeof(int)== 4 ? 2: 3)
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> bitOfInt) & 3)
int src1_index = mad24(y, src1_step, (x << bitOfInt) + src1_offset - (dst_align << bitOfInt));
int src2_index = mad24(y, src2_step, (x << bitOfInt) + src2_offset - (dst_align << bitOfInt));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << bitOfInt) -(dst_align << bitOfInt));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int4 src1_data = vload4(0, (__global int *)((__global char *)src1 + src1_index_fix));
int4 src2_data = vload4(0, (__global int *)((__global char *)src2 + src2_index_fix));
if(src1_index < 0)
{
int4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
int4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
int4 dst_data = *((__global int4 *)((__global char *)dst + dst_index));
float4 tmp;
tmp.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp.w = src1_data.w * alpha + src2_data.w * beta + gama;
int4 tmp_data = convert_int4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 8 >= dst_start) && (dst_index + 8 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 12 >= dst_start) && (dst_index + 12 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global int4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void addWeighted_D5 (__global float *src1,int src1_step,int src1_offset,
__global float *src2, int src2_step,int src2_offset,
F alpha,F beta, F gama,
__global float *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 2) & 3)
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset - (dst_align << 2));
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset - (dst_align << 2));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 2) -(dst_align << 2));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
float4 src1_data = vload4(0, (__global float  *)((__global char *)src1 + src1_index_fix));
float4 src2_data = vload4(0, (__global float *)((__global char *)src2 + src2_index_fix));
float4 dst_data = *((__global float4 *)((__global char *)dst + dst_index));
if(src1_index < 0)
{
float4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
float4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
float4 tmp_data;
tmp_data.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp_data.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp_data.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp_data.w = src1_data.w * alpha + src2_data.w * beta + gama;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 8 >= dst_start) && (dst_index + 8 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 12 >= dst_start) && (dst_index + 12 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global float4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void addWeighted_D6 (__global double *src1, int src1_step,int src1_offset,
__global double *src2, int src2_step,int src2_offset,
F alpha,F beta, F gama,
__global double *dst,  int dst_step,int dst_offset,
int rows,  int cols,int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 3) & 3)
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset - (dst_align << 3));
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset - (dst_align << 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 3) -(dst_align << 3));
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
double4 src1_data = vload4(0, (__global double  *)((__global char *)src1 + src1_index_fix));
double4 src2_data = vload4(0, (__global double  *)((__global char *)src2 + src2_index_fix));
double4 dst_data = *((__global double4 *)((__global char *)dst + dst_index));
if(src1_index < 0)
{
double4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
double4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
double4 tmp_data;
tmp_data.x = src1_data.x * alpha + src2_data.x * beta + gama;
tmp_data.y = src1_data.y * alpha + src2_data.y * beta + gama;
tmp_data.z = src1_data.z * alpha + src2_data.z * beta + gama;
tmp_data.w = src1_data.w * alpha + src2_data.w * beta + gama;
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 8 >= dst_start) && (dst_index + 8 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 16 >= dst_start) && (dst_index + 16 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 24 >= dst_start) && (dst_index + 24 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global double4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
#ifdef ARITHM_ADD
#define ARITHM_OP(A,B) ((A)+(B))
#elif defined ARITHM_SUB
#define ARITHM_OP(A,B) ((A)-(B))
#endif
__kernel void arithm_add_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
short4 tmp      = ARITHM_OP(convert_short4_sat(src1_data), convert_short4_sat(src2_data));
uchar4 tmp_data = convert_uchar4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_add_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
int4    tmp = ARITHM_OP(convert_int4_sat(src1_data), convert_int4_sat(src2_data));
ushort4 tmp_data = convert_ushort4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_add_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
short4 dst_data = *((__global short4 *)((__global char *)dst + dst_index));
int4   tmp = ARITHM_OP(convert_int4_sat(src1_data), convert_int4_sat(src2_data));
short4 tmp_data = convert_short4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_add_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int data2 = *((__global int *)((__global char *)src2 + src2_index));
long tmp  = ARITHM_OP((long)(data1), (long)(data2));
*((__global int *)((__global char *)dst + dst_index)) = convert_int_sat(tmp);
}
}
__kernel void arithm_add_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = ARITHM_OP(data1, data2);
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_add_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
*((__global double *)((__global char *)dst + dst_index)) = ARITHM_OP(data1, data2);
}
}
#endif
__kernel void arithm_add_with_mask_C1_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
int mask_index_fix = mask_index < 0 ? 0 : mask_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
uchar4 mask_data = vload4(0, mask + mask_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
if(mask_index < 0)
{
uchar4 tmp;
tmp.xyzw = (mask_index == -2) ? mask_data.zwxy:mask_data.yzwx;
mask_data.xyzw = (mask_index == -1) ? mask_data.wxyz:tmp.xyzw;
}
uchar4 data = *((__global uchar4 *)(dst + dst_index));
short4 tmp = ARITHM_OP(convert_short4_sat(src1_data), convert_short4_sat(src2_data));
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((mask_data.z) && (dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((mask_data.w) && (dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C1_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort2 src2_data = vload2(0, (__global ushort *)((__global char *)src2 + src2_index));
uchar2  mask_data = vload2(0, mask + mask_index);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), convert_int2_sat(src2_data));
ushort2 tmp_data = convert_ushort2_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C1_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
short2 src2_data = vload2(0, (__global short *)((__global char *)src2 + src2_index));
uchar2  mask_data = vload2(0, mask + mask_index);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src1_data), convert_int2_sat(src2_data));
short2 tmp_data = convert_short2_sat(tmp);
data.x = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.x : data.x;
data.y = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C1_D4 (__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int   *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = *((__global int *)((__global char *)src2 + src2_index));
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
int data = convert_int_sat(ARITHM_OP((long)src_data1, (long)src_data2));
data = mask_data ? data : dst_data;
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C1_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
float src_data1 = *((__global float *)((__global char *)src1 + src1_index));
float src_data2 = *((__global float *)((__global char *)src2 + src2_index));
float dst_data  = *((__global float *)((__global char *)dst  + dst_index));
float data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global float *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_add_with_mask_C1_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
double src_data1 = *((__global double *)((__global char *)src1 + src1_index));
double src_data2 = *((__global double *)((__global char *)src2 + src2_index));
double dst_data  = *((__global double *)((__global char *)dst  + dst_index));
double data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global double *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_add_with_mask_C2_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset / 2) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int mask_index = mad24(y, mask_step, x + mask_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
uchar4 src2_data = vload4(0, src2 + src2_index);
uchar2 mask_data = vload2(0, mask + mask_index);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
short4   tmp = ARITHM_OP(convert_short4_sat(src1_data), convert_short4_sat(src2_data));
uchar4 tmp_data = convert_uchar4_sat(tmp);
data.xy = ((mask_data.x) && (dst_index + 0 >= dst_start)) ? tmp_data.xy : data.xy;
data.zw = ((mask_data.y) && (dst_index + 2 <  dst_end  )) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C2_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
ushort2 src_data2 = *((__global ushort2 *)((__global char *)src2 + src2_index));
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), convert_int2_sat(src_data2));
ushort2 data = convert_ushort2_sat(tmp);
data = mask_data ? data : dst_data;
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C2_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
short2 src_data2 = *((__global short2 *)((__global char *)src2 + src2_index));
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
int2    tmp = ARITHM_OP(convert_int2_sat(src_data1), convert_int2_sat(src_data2));
short2 data = convert_short2_sat(tmp);
data = mask_data ? data : dst_data;
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C2_D4 (__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int    *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = *((__global int2 *)((__global char *)src2 + src2_index));
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = convert_int2_sat(ARITHM_OP(convert_long2_sat(src_data1), convert_long2_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C2_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
float2 src_data1 = *((__global float2 *)((__global char *)src1 + src1_index));
float2 src_data2 = *((__global float2 *)((__global char *)src2 + src2_index));
float2 dst_data  = *((__global float2 *)((__global char *)dst  + dst_index));
float2 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global float2 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_add_with_mask_C2_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
double2 src_data1 = *((__global double2 *)((__global char *)src1 + src1_index));
double2 src_data2 = *((__global double2 *)((__global char *)src2 + src2_index));
double2 dst_data  = *((__global double2 *)((__global char *)dst  + dst_index));
double2 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global double2 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_add_with_mask_C4_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar mask_data = *(mask + mask_index);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 src_data2 = *((__global uchar4 *)(src2 + src2_index));
uchar4 dst_data  = *((__global uchar4 *)(dst  + dst_index));
uchar4 data = convert_uchar4_sat(ARITHM_OP(convert_short4_sat(src_data1), convert_short4_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C4_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 src_data2 = *((__global ushort4 *)((__global char *)src2 + src2_index));
ushort4 dst_data  = *((__global ushort4 *)((__global char *)dst  + dst_index));
ushort4 data = convert_ushort4_sat(ARITHM_OP(convert_int4_sat(src_data1), convert_int4_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C4_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
uchar mask_data = *(mask + mask_index);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 src_data2 = *((__global short4 *)((__global char *)src2 + src2_index));
short4 dst_data  = *((__global short4 *)((__global char *)dst  + dst_index));
short4 data = convert_short4_sat(ARITHM_OP(convert_int4_sat(src_data1), convert_int4_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C4_D4 (__global int   *src1, int src1_step, int src1_offset,
__global int   *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global int   *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 src_data2 = *((__global int4 *)((__global char *)src2 + src2_index));
int4 dst_data  = *((__global int4 *)((__global char *)dst  + dst_index));
int4 data = convert_int4_sat(ARITHM_OP(convert_long4_sat(src_data1), convert_long4_sat(src_data2)));
data = mask_data ? data : dst_data;
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_add_with_mask_C4_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global uchar *mask, int mask_step, int mask_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 4) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
uchar mask_data = *(mask + mask_index);
float4 src_data1 = *((__global float4 *)((__global char *)src1 + src1_index));
float4 src_data2 = *((__global float4 *)((__global char *)src2 + src2_index));
float4 dst_data  = *((__global float4 *)((__global char *)dst  + dst_index));
float4 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global float4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_add_with_mask_C4_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global uchar  *mask, int mask_step, int mask_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 5) + src2_offset);
int mask_index = mad24(y, mask_step,  x       + mask_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
uchar mask_data = *(mask + mask_index);
double4 src_data1 = *((__global double4 *)((__global char *)src1 + src1_index));
double4 src_data2 = *((__global double4 *)((__global char *)src2 + src2_index));
double4 dst_data  = *((__global double4 *)((__global char *)dst  + dst_index));
double4 data = ARITHM_OP(src_data1, src_data2);
data = mask_data ? data : dst_data;
*((__global double4 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#ifdef cl_khr_fp64
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#elif defined (cl_amd_fp64)
#pragma OPENCL EXTENSION cl_amd_fp64:enable
#endif
#endif
__kernel void arithm_absdiff_D0 (__global uchar *src1, int src1_step, int src1_offset,
__global uchar *src2, int src2_step, int src2_offset,
__global uchar *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int src2_index = mad24(y, src2_step, x + src2_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
int src2_index_fix = src2_index < 0 ? 0 : src2_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
uchar4 src2_data = vload4(0, src2 + src2_index_fix);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
if(src2_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src2_index == -2) ? src2_data.zwxy:src2_data.yzwx;
src2_data.xyzw = (src2_index == -1) ? src2_data.wxyz:tmp.xyzw;
}
uchar4 dst_data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = abs_diff(src1_data, src2_data);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global uchar4 *)(dst + dst_index)) = dst_data;
}
}
__kernel void arithm_absdiff_D2 (__global ushort *src1, int src1_step, int src1_offset,
__global ushort *src2, int src2_step, int src2_offset,
__global ushort *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
ushort4 src1_data = vload4(0, (__global ushort *)((__global char *)src1 + src1_index));
ushort4 src2_data = vload4(0, (__global ushort *)((__global char *)src2 + src2_index));
ushort4 dst_data = *((__global ushort4 *)((__global char *)dst + dst_index));
ushort4 tmp_data = abs_diff(src1_data, src2_data);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global ushort4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_absdiff_D3 (__global short *src1, int src1_step, int src1_offset,
__global short *src2, int src2_step, int src2_offset,
__global short *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 3)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int src2_index = mad24(y, src2_step, (x << 1) + src2_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffff8);
short4 src1_data = vload4(0, (__global short *)((__global char *)src1 + src1_index));
short4 src2_data = vload4(0, (__global short *)((__global char *)src2 + src2_index));
short4  dst_data = *((__global short4 *)((__global char *)dst + dst_index));
ushort4 tmp = abs_diff(src1_data, src2_data);
short4  tmp_data = convert_short4_sat(tmp);
dst_data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : dst_data.x;
dst_data.y = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.y : dst_data.y;
dst_data.z = ((dst_index + 4 >= dst_start) && (dst_index + 4 < dst_end)) ? tmp_data.z : dst_data.z;
dst_data.w = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end)) ? tmp_data.w : dst_data.w;
*((__global short4 *)((__global char *)dst + dst_index)) = dst_data;
}
}
__kernel void arithm_absdiff_D4 (__global int *src1, int src1_step, int src1_offset,
__global int *src2, int src2_step, int src2_offset,
__global int *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int data1 = *((__global int *)((__global char *)src1 + src1_index));
int data2 = *((__global int *)((__global char *)src2 + src2_index));
uint tmp = abs_diff(data1, data2);
int  tmp_data = convert_int_sat(tmp);
*((__global int *)((__global char *)dst + dst_index)) = tmp_data;
}
}
__kernel void arithm_absdiff_D5 (__global float *src1, int src1_step, int src1_offset,
__global float *src2, int src2_step, int src2_offset,
__global float *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 2) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float data1 = *((__global float *)((__global char *)src1 + src1_index));
float data2 = *((__global float *)((__global char *)src2 + src2_index));
float tmp = fabs(data1 - data2);
*((__global float *)((__global char *)dst + dst_index)) = tmp;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_absdiff_D6 (__global double *src1, int src1_step, int src1_offset,
__global double *src2, int src2_step, int src2_offset,
__global double *dst,  int dst_step,  int dst_offset,
int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int src2_index = mad24(y, src2_step, (x << 3) + src2_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double data1 = *((__global double *)((__global char *)src1 + src1_index));
double data2 = *((__global double *)((__global char *)src2 + src2_index));
double tmp = fabs(data1-data2);
*((__global double *)((__global char *)dst + dst_index)) = tmp;
}
}
#endif
__kernel void arithm_s_absdiff_C1_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (dst_offset & 3)
int src1_index = mad24(y, src1_step, x + src1_offset - dst_align);
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + x & (int)0xfffffffc);
int src1_index_fix = src1_index < 0 ? 0 : src1_index;
uchar4 src1_data = vload4(0, src1 + src1_index_fix);
int4 src2_data = (int4)(src2.x, src2.x, src2.x, src2.x);
if(src1_index < 0)
{
uchar4 tmp;
tmp.xyzw = (src1_index == -2) ? src1_data.zwxy:src1_data.yzwx;
src1_data.xyzw = (src1_index == -1) ? src1_data.wxyz:tmp.xyzw;
}
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4_sat(abs_diff(convert_int4_sat(src1_data), src2_data));
data.x = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end)) ? tmp_data.x : data.x;
data.y = ((dst_index + 1 >= dst_start) && (dst_index + 1 < dst_end)) ? tmp_data.y : data.y;
data.z = ((dst_index + 2 >= dst_start) && (dst_index + 2 < dst_end)) ? tmp_data.z : data.z;
data.w = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end)) ? tmp_data.w : data.w;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C1_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
ushort2 src1_data = vload2(0, (__global ushort *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
ushort2 data = *((__global ushort2 *)((__global uchar *)dst + dst_index));
ushort2 tmp_data = convert_ushort2_sat(abs_diff(convert_int2_sat(src1_data), src2_data));
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global ushort2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C1_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
short2 src1_data = vload2(0, (__global short *)((__global char *)src1 + src1_index));
int2 src2_data = (int2)(src2.x, src2.x);
short2 data = *((__global short2 *)((__global uchar *)dst + dst_index));
ushort2 tmp = convert_ushort2_sat(abs_diff(convert_int2_sat(src1_data), src2_data));
short2 tmp_data = convert_short2_sat(tmp);
data.x = (dst_index + 0 >= dst_start) ? tmp_data.x : data.x;
data.y = (dst_index + 2 <  dst_end  ) ? tmp_data.y : data.y;
*((__global short2 *)((__global uchar *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C1_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
int src_data1 = *((__global int *)((__global char *)src1 + src1_index));
int src_data2 = src2.x;
int dst_data  = *((__global int *)((__global char *)dst  + dst_index));
uint tmp_data = abs_diff(src_data1, src_data2);
int  data = convert_int_sat(tmp_data);
*((__global int *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C1_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
float src_data1 = *((__global float *)((__global char *)src1 + src1_index));
float src_data2 = src2.x;
float dst_data  = *((__global float *)((__global char *)dst  + dst_index));
float data = fabs(src_data1 - src_data2);
*((__global float *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_absdiff_C1_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
double src_data1 = *((__global double *)((__global char *)src1 + src1_index));
double src2_data = src2.x;
double dst_data  = *((__global double *)((__global char *)dst  + dst_index));
double data = fabs(src_data1 - src2_data);
*((__global double *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_absdiff_C2_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align ((dst_offset >> 1) & 1)
int src1_index = mad24(y, src1_step, (x << 1) + src1_offset - (dst_align << 1));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x << 1) & (int)0xfffffffc);
uchar4 src1_data = vload4(0, src1 + src1_index);
int4 src2_data = (int4)(src2.x, src2.y, src2.x, src2.y);
uchar4 data = *((__global uchar4 *)(dst + dst_index));
uchar4 tmp_data = convert_uchar4_sat(abs_diff(convert_int4_sat(src1_data), src2_data));
data.xy = (dst_index + 0 >= dst_start) ? tmp_data.xy : data.xy;
data.zw = (dst_index + 2 <  dst_end  ) ? tmp_data.zw : data.zw;
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C2_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
ushort2 src_data1 = *((__global ushort2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
ushort2 dst_data  = *((__global ushort2 *)((__global char *)dst  + dst_index));
ushort2 data = convert_ushort2_sat( abs_diff(convert_int2_sat(src_data1), src_data2));
*((__global ushort2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C2_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
short2 src_data1 = *((__global short2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
short2 dst_data  = *((__global short2 *)((__global char *)dst  + dst_index));
ushort2 tmp = convert_ushort2_sat(abs_diff(convert_int2_sat(src_data1), src_data2));
short2 data = convert_short2_sat(tmp);
*((__global short2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C2_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
int2 src_data1 = *((__global int2 *)((__global char *)src1 + src1_index));
int2 src_data2 = (int2)(src2.x, src2.y);
int2 dst_data  = *((__global int2 *)((__global char *)dst  + dst_index));
int2 data = convert_int2_sat(abs_diff(src_data1, src_data2));
*((__global int2 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C2_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
float2 src_data1 = *((__global float2 *)((__global char *)src1 + src1_index));
float2 src_data2 = (float2)(src2.x, src2.y);
float2 dst_data  = *((__global float2 *)((__global char *)dst  + dst_index));
float2 data = fabs(src_data1 - src_data2);
*((__global float2 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_absdiff_C2_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
double2 src_data1 = *((__global double2 *)((__global char *)src1 + src1_index));
double2 src_data2 = (double2)(src2.x, src2.y);
double2 dst_data  = *((__global double2 *)((__global char *)dst  + dst_index));
double2 data = fabs(src_data1 - src_data2);
*((__global double2 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
__kernel void arithm_s_absdiff_C3_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 2;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (((dst_offset % dst_step) / 3 ) & 3)
int src1_index = mad24(y, src1_step, (x * 3) + src1_offset - (dst_align * 3));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 3) - (dst_align * 3));
uchar4 src1_data_0 = vload4(0, src1 + src1_index + 0);
uchar4 src1_data_1 = vload4(0, src1 + src1_index + 4);
uchar4 src1_data_2 = vload4(0, src1 + src1_index + 8);
int4 src2_data_0 = (int4)(src2.x, src2.y, src2.z, src2.x);
int4 src2_data_1 = (int4)(src2.y, src2.z, src2.x, src2.y);
int4 src2_data_2 = (int4)(src2.z, src2.x, src2.y, src2.z);
uchar4 data_0 = *((__global uchar4 *)(dst + dst_index + 0));
uchar4 data_1 = *((__global uchar4 *)(dst + dst_index + 4));
uchar4 data_2 = *((__global uchar4 *)(dst + dst_index + 8));
uchar4 tmp_data_0 = convert_uchar4_sat(abs_diff(convert_int4_sat(src1_data_0), src2_data_0));
uchar4 tmp_data_1 = convert_uchar4_sat(abs_diff(convert_int4_sat(src1_data_1), src2_data_1));
uchar4 tmp_data_2 = convert_uchar4_sat(abs_diff(convert_int4_sat(src1_data_2), src2_data_2));
data_0.xyz = ((dst_index + 0 >= dst_start)) ? tmp_data_0.xyz : data_0.xyz;
data_0.w   = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end))
? tmp_data_0.w : data_0.w;
data_1.xy  = ((dst_index + 3 >= dst_start) && (dst_index + 3 < dst_end))
? tmp_data_1.xy : data_1.xy;
data_1.zw  = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_1.zw : data_1.zw;
data_2.x   = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_2.x : data_2.x;
data_2.yzw = ((dst_index + 9 >= dst_start) && (dst_index + 9 < dst_end))
? tmp_data_2.yzw : data_2.yzw;
*((__global uchar4 *)(dst + dst_index + 0)) = data_0;
*((__global uchar4 *)(dst + dst_index + 4)) = data_1;
*((__global uchar4 *)(dst + dst_index + 8)) = data_2;
}
}
__kernel void arithm_s_absdiff_C3_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (((dst_offset % dst_step) / 6 ) & 1)
int src1_index = mad24(y, src1_step, (x * 6) + src1_offset - (dst_align * 6));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 6) - (dst_align * 6));
ushort2 src1_data_0 = vload2(0, (__global ushort *)((__global char *)src1 + src1_index + 0));
ushort2 src1_data_1 = vload2(0, (__global ushort *)((__global char *)src1 + src1_index + 4));
ushort2 src1_data_2 = vload2(0, (__global ushort *)((__global char *)src1 + src1_index + 8));
int2 src2_data_0 = (int2)(src2.x, src2.y);
int2 src2_data_1 = (int2)(src2.z, src2.x);
int2 src2_data_2 = (int2)(src2.y, src2.z);
ushort2 data_0 = *((__global ushort2 *)((__global char *)dst + dst_index + 0));
ushort2 data_1 = *((__global ushort2 *)((__global char *)dst + dst_index + 4));
ushort2 data_2 = *((__global ushort2 *)((__global char *)dst + dst_index + 8));
ushort2 tmp_data_0 = convert_ushort2_sat(abs_diff(convert_int2_sat(src1_data_0), src2_data_0));
ushort2 tmp_data_1 = convert_ushort2_sat(abs_diff(convert_int2_sat(src1_data_1), src2_data_1));
ushort2 tmp_data_2 = convert_ushort2_sat(abs_diff(convert_int2_sat(src1_data_2), src2_data_2));
data_0.xy = ((dst_index + 0 >= dst_start)) ? tmp_data_0.xy : data_0.xy;
data_1.x  = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end))
? tmp_data_1.x : data_1.x;
data_1.y  = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_1.y : data_1.y;
data_2.xy = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_2.xy : data_2.xy;
*((__global ushort2 *)((__global char *)dst + dst_index + 0))= data_0;
*((__global ushort2 *)((__global char *)dst + dst_index + 4))= data_1;
*((__global ushort2 *)((__global char *)dst + dst_index + 8))= data_2;
}
}
__kernel void arithm_s_absdiff_C3_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
x = x << 1;
#ifdef dst_align
#undef dst_align
#endif
#define dst_align (((dst_offset % dst_step) / 6 ) & 1)
int src1_index = mad24(y, src1_step, (x * 6) + src1_offset - (dst_align * 6));
int dst_start  = mad24(y, dst_step, dst_offset);
int dst_end    = mad24(y, dst_step, dst_offset + dst_step1);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 6) - (dst_align * 6));
short2 src1_data_0 = vload2(0, (__global short *)((__global char *)src1 + src1_index + 0));
short2 src1_data_1 = vload2(0, (__global short *)((__global char *)src1 + src1_index + 4));
short2 src1_data_2 = vload2(0, (__global short *)((__global char *)src1 + src1_index + 8));
int2 src2_data_0 = (int2)(src2.x, src2.y);
int2 src2_data_1 = (int2)(src2.z, src2.x);
int2 src2_data_2 = (int2)(src2.y, src2.z);
short2 data_0 = *((__global short2 *)((__global char *)dst + dst_index + 0));
short2 data_1 = *((__global short2 *)((__global char *)dst + dst_index + 4));
short2 data_2 = *((__global short2 *)((__global char *)dst + dst_index + 8));
short2 tmp_data_0 = convert_short2_sat(abs_diff(convert_int2_sat(src1_data_0), src2_data_0));
short2 tmp_data_1 = convert_short2_sat(abs_diff(convert_int2_sat(src1_data_1), src2_data_1));
short2 tmp_data_2 = convert_short2_sat(abs_diff(convert_int2_sat(src1_data_2), src2_data_2));
data_0.xy = ((dst_index + 0 >= dst_start)) ? tmp_data_0.xy : data_0.xy;
data_1.x  = ((dst_index + 0 >= dst_start) && (dst_index + 0 < dst_end))
? tmp_data_1.x : data_1.x;
data_1.y  = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_1.y : data_1.y;
data_2.xy = ((dst_index + 6 >= dst_start) && (dst_index + 6 < dst_end))
? tmp_data_2.xy : data_2.xy;
*((__global short2 *)((__global char *)dst + dst_index + 0))= data_0;
*((__global short2 *)((__global char *)dst + dst_index + 4))= data_1;
*((__global short2 *)((__global char *)dst + dst_index + 8))= data_2;
}
}
__kernel void arithm_s_absdiff_C3_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x * 12) + src1_offset);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 12));
int src1_data_0 = *((__global int *)((__global char *)src1 + src1_index + 0));
int src1_data_1 = *((__global int *)((__global char *)src1 + src1_index + 4));
int src1_data_2 = *((__global int *)((__global char *)src1 + src1_index + 8));
int src2_data_0 = src2.x;
int src2_data_1 = src2.y;
int src2_data_2 = src2.z;
int data_0 = *((__global int *)((__global char *)dst + dst_index + 0));
int data_1 = *((__global int *)((__global char *)dst + dst_index + 4));
int data_2 = *((__global int *)((__global char *)dst + dst_index + 8));
int tmp_data_0 = convert_int_sat(abs_diff(src1_data_0, src2_data_0));
int tmp_data_1 = convert_int_sat(abs_diff(src1_data_1, src2_data_1));
int tmp_data_2 = convert_int_sat(abs_diff(src1_data_2, src2_data_2));
*((__global int *)((__global char *)dst + dst_index + 0))= tmp_data_0;
*((__global int *)((__global char *)dst + dst_index + 4))= tmp_data_1;
*((__global int *)((__global char *)dst + dst_index + 8))= tmp_data_2;
}
}
__kernel void arithm_s_absdiff_C3_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x * 12) + src1_offset);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 12));
float src1_data_0 = *((__global float *)((__global char *)src1 + src1_index + 0));
float src1_data_1 = *((__global float *)((__global char *)src1 + src1_index + 4));
float src1_data_2 = *((__global float *)((__global char *)src1 + src1_index + 8));
float src2_data_0 = src2.x;
float src2_data_1 = src2.y;
float src2_data_2 = src2.z;
float data_0 = *((__global float *)((__global char *)dst + dst_index + 0));
float data_1 = *((__global float *)((__global char *)dst + dst_index + 4));
float data_2 = *((__global float *)((__global char *)dst + dst_index + 8));
float tmp_data_0 = fabs(src1_data_0 - src2_data_0);
float tmp_data_1 = fabs(src1_data_1 - src2_data_1);
float tmp_data_2 = fabs(src1_data_2 - src2_data_2);
*((__global float *)((__global char *)dst + dst_index + 0))= tmp_data_0;
*((__global float *)((__global char *)dst + dst_index + 4))= tmp_data_1;
*((__global float *)((__global char *)dst + dst_index + 8))= tmp_data_2;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_absdiff_C3_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x * 24) + src1_offset);
int dst_index  = mad24(y, dst_step, dst_offset + (x * 24));
double src1_data_0 = *((__global double *)((__global char *)src1 + src1_index + 0 ));
double src1_data_1 = *((__global double *)((__global char *)src1 + src1_index + 8 ));
double src1_data_2 = *((__global double *)((__global char *)src1 + src1_index + 16));
double src2_data_0 = src2.x;
double src2_data_1 = src2.y;
double src2_data_2 = src2.z;
double data_0 = *((__global double *)((__global char *)dst + dst_index + 0 ));
double data_1 = *((__global double *)((__global char *)dst + dst_index + 8 ));
double data_2 = *((__global double *)((__global char *)dst + dst_index + 16));
double tmp_data_0 = fabs(src1_data_0 - src2_data_0);
double tmp_data_1 = fabs(src1_data_1 - src2_data_1);
double tmp_data_2 = fabs(src1_data_2 - src2_data_2);
*((__global double *)((__global char *)dst + dst_index + 0 ))= tmp_data_0;
*((__global double *)((__global char *)dst + dst_index + 8 ))= tmp_data_1;
*((__global double *)((__global char *)dst + dst_index + 16))= tmp_data_2;
}
}
#endif
__kernel void arithm_s_absdiff_C4_D0 (__global   uchar *src1, int src1_step, int src1_offset,
__global   uchar *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 2) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 2) + dst_offset);
uchar4 src_data1 = *((__global uchar4 *)(src1 + src1_index));
uchar4 data = convert_uchar4_sat(abs_diff(convert_int4_sat(src_data1), src2));
*((__global uchar4 *)(dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C4_D2 (__global   ushort *src1, int src1_step, int src1_offset,
__global   ushort *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
ushort4 src_data1 = *((__global ushort4 *)((__global char *)src1 + src1_index));
ushort4 data = convert_ushort4_sat(abs_diff(convert_int4_sat(src_data1), src2));
*((__global ushort4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C4_D3 (__global   short *src1, int src1_step, int src1_offset,
__global   short *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 3) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 3) + dst_offset);
short4 src_data1 = *((__global short4 *)((__global char *)src1 + src1_index));
short4 data = convert_short4_sat(abs_diff(convert_int4_sat(src_data1), src2));
*((__global short4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C4_D4 (__global   int *src1, int src1_step, int src1_offset,
__global   int *dst,  int dst_step,  int dst_offset,
int4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
int4 src_data1 = *((__global int4 *)((__global char *)src1 + src1_index));
int4 data = convert_int4_sat(abs_diff(src_data1, src2));
*((__global int4 *)((__global char *)dst + dst_index)) = data;
}
}
__kernel void arithm_s_absdiff_C4_D5 (__global   float *src1, int src1_step, int src1_offset,
__global   float *dst,  int dst_step,  int dst_offset,
float4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 4) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 4) + dst_offset);
float4 src_data1 = *((__global float4 *)((__global char *)src1 + src1_index));
float4 data = fabs(src_data1 - src2);
*((__global float4 *)((__global char *)dst + dst_index)) = data;
}
}
#if defined (DOUBLE_SUPPORT)
__kernel void arithm_s_absdiff_C4_D6 (__global   double *src1, int src1_step, int src1_offset,
__global   double *dst,  int dst_step,  int dst_offset,
double4 src2, int rows, int cols, int dst_step1)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (x < cols && y < rows)
{
int src1_index = mad24(y, src1_step, (x << 5) + src1_offset);
int dst_index  = mad24(y, dst_step,  (x << 5) + dst_offset);
double4 src_data1 = *((__global double4 *)((__global char *)src1 + src1_index));
double4 data = fabs(src_data1 - src2);
*((__global double4 *)((__global char *)dst + dst_index)) = data;
}
}
#endif
#if defined (DOUBLE_SUPPORT)
#pragma OPENCL EXTENSION cl_khr_fp64:enable
#endif
#pragma OPENCL EXTENSION cl_khr_global_int32_base_atomics:enable
#pragma OPENCL EXTENSION cl_khr_global_int32_extended_atomics:enable
#define CV_PI   3.1415926535897932384626433832795
char round_char(double v){
char v1=(char)v;
return convert_char_sat(v+(v>=0 ? 0.5 : -0.5));
}
unsigned char round_uchar(double v){
unsigned char v1=(unsigned char)v;
return convert_uchar_sat(v+(v>=0 ? 0.5 : -0.5));
}
short round_short(double v){
short v1=(short)v;
return convert_short_sat(v+(v>=0 ? 0.5 : -0.5));
}
unsigned short round_ushort(double v){
unsigned short v1=(unsigned short)v;
return convert_ushort_sat(v+(v>=0 ? 0.5 : -0.5));
}
int round_int(double v){
int v1=(int)v;
return convert_int_sat(v+(v>=0 ? 0.5 : -0.5));
}
char round2_char(double v){
char v1=(char)v;
if((v-v1)==0.5&&v1%2==0)
return v1;
else
return convert_char_sat(v+(v>=0 ? 0.5 : -0.5));
}
unsigned char round2_uchar(double v){
unsigned char v1=(unsigned char)v;
if((v-v1)==0.5&&v1%2==0)
return v1;
else
return convert_uchar_sat(v+(v>=0 ? 0.5 : -0.5));
}
short round2_short(double v){
short v1=(short)v;
if((v-v1)==0.5&&v1%2==0)
return v1;
else
return convert_short_sat(v+(v>=0 ? 0.5 : -0.5));
}
unsigned short round2_ushort(double v){
unsigned short v1=(unsigned short)v;
if((v-v1)==0.5&&v1%2==0)
return v1;
else
return convert_ushort_sat(v+(v>=0 ? 0.5 : -0.5));
}
int round2_int(double v){
int v1=(int)v;
if((v-v1)==0.5&&v1%2==0)
return v1;
else
return convert_int_sat(v+(v>=0 ? 0.5 : -0.5));
}
__kernel void arithm_op_exp_5 (int rows,int cols,int srcStep,__global float *src1Mat,
__global float * dstMat,int channels)
{
size_t x = get_global_id(0);
size_t y = get_global_id(1);
if (x < cols && y < rows)
{
size_t idx = y * ( srcStep >> 2 ) + x;
dstMat[idx] = (float)exp((float)src1Mat[idx]);
}
}
__kernel void arithm_op_exp_6 (int rows,int cols,int srcStep,__global double *src1Mat,
__global double * dstMat,int channels)
{
size_t x = get_global_id(0);
size_t y = get_global_id(1);
if (x < cols && y < rows)
{
size_t idx = y * ( srcStep >> 3 ) + x;
dstMat[idx] = exp(src1Mat[idx]);
}
}
__kernel void arithm_op_log_5 (int rows,int cols,int srcStep,__global float *src1Mat,
__global float * dstMat,int channels)
{
size_t x = get_global_id(0);
size_t y = get_global_id(1);
if (x < cols && y < rows)
{
size_t idx = y * ( srcStep >> 2 ) + x;
dstMat[idx] =(float) log((float)src1Mat[idx]);
}
}
__kernel void arithm_op_log_6 (int rows,int cols,int srcStep,__global double *src1Mat,
__global double * dstMat,int channels)
{
size_t x = get_global_id(0);
size_t y = get_global_id(1);
if (x < cols && y < rows)
{
size_t idx = y * ( srcStep >> 3 ) + x;
dstMat[idx] = log(src1Mat[idx]);
}
}
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