bad experiment =(
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@ -49,38 +49,85 @@
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#define MAX_VAL 32767
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__kernel void stereoBM_opt(__global const uchar * leftptr, __global const uchar * rightptr, __global uchar * dispptr,
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int disp_step, int disp_offset, int rows, int cols, int mindisp, int ndisp,
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int preFilterCap, int nthreads, int textureTreshold, int uniquenessRatio)
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void calcDisp(__local short * costFunc, __global short * disp, int uniquenessRatio, int textureTreshold, short textsum, int mindisp, int ndisp)
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{
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int x = get_global_id(0);
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int total_y = get_global_id(1);
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int z = get_local_id(2);
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int d = get_local_id(1);
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int gy = get_group_id(1), y = gy*ndisp + z*ndisp/nthreads;
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int wsz2 = wsz/2;
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short FILTERED = (mindisp - 1)<<4;
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__local short costFunc[csize];
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short textsum[tsize];
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__local short * cost = &costFunc[0] + d + ndisp*ndisp/nthreads*z;
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__global uchar * left, * right;
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int dispIdx = mad24(total_y, disp_step, disp_offset + x*(int)sizeof(short) );
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__global short * disp = (__global short*)(dispptr + dispIdx);
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if( x < cols && total_y < rows)
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short best_disp = FILTERED, best_cost = MAX_VAL-1;
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__local short * cost;
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cost = &costFunc[0];
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#pragma unroll
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for(int i = 0; i < tsize/2; i++)
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{
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disp[0] = FILTERED;
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short c = cost[0];
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best_cost = (c < best_cost) ? c : best_cost;
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best_disp = (best_cost == c) ? ndisp - i - 1 : best_disp;
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cost++;
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}
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cost = &costFunc[0];
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int thresh = best_cost + (best_cost * uniquenessRatio/100);
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#pragma unroll
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for(int i = 0; (i < tsize/2) && (uniquenessRatio > 0); i++)
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{
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best_disp = ( (cost[0] <= thresh) && (i < (ndisp - best_disp - 2) || i > (ndisp - best_disp) ) ) ?
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FILTERED : best_disp;
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cost++;
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}
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best_disp = (textsum < textureTreshold) ? FILTERED : best_disp;
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if( best_disp != FILTERED )
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{
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cost = &costFunc[0] + (ndisp - best_disp - 1);
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int y3 = ((ndisp - best_disp - 1) > 0) ? cost[-1] : cost[1],
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y2 = cost[0],
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y1 = ((ndisp - best_disp - 1) < ndisp-1) ? cost[1] : cost[-1];
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int d = y3+y1-2*y2 + abs(y3-y1);
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disp[0] = (short)best_disp;//(((ndisp - best_disp - 1 + mindisp)*256 + (d != 0 ? (y3-y1)*256/d : 0) + 15) >> 4);
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}
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}
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__kernel void stereoBM_opt(__global const uchar * leftptr, __global const uchar * rightptr, __global uchar * dispptr,
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int disp_step, int disp_offset, int rows, int cols, int mindisp, int ndisp,
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int preFilterCap, int textureTreshold, int uniquenessRatio)
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{
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int x = get_global_id(0);
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int ly = get_local_id(1);
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int y = get_global_id(1)*32;
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int d = get_local_id(2);
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int wsz2 = wsz/2;
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short FILTERED = (mindisp - 1)<<4;
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__local short costFunc[tsize];
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__local short bestdisp[tsize];
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short textsum;
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__local short * cost = &costFunc[0] + d +ly*ndisp;
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__global uchar * left, * right;
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int dispIdx = mad24(y, disp_step, disp_offset + x*(int)sizeof(short) );
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__global short * disp = (__global short*)(dispptr + dispIdx);
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short best_cost = MAX_VAL-1, best_disp = FILTERED;
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short costbuf[wsz];
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short textbuf[wsz];
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int head = 0;
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int endy = y+32;
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cost[0] = 0;
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bestdisp[d + ly*ndisp] = d;
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textsum = 0;
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for(; y < wsz2; y++)
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{
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disp[0] = FILTERED;
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disp += cols;
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}
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if( x < cols && y < rows)
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{
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disp[0] = FILTERED;
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}
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if( (x > ndisp+mindisp+wsz2-2) && (x < cols - wsz2 - mindisp) )
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{
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cost += (y < wsz2) ? ndisp*wsz2 : 0;
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y = (y<wsz2) ? wsz2 : y;
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cost[0] = 0;
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textsum[y-(gy*ndisp)] = 0;
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for(int i = -wsz2; (i < wsz2+1) && (y < rows-wsz2); i++)
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{
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left = leftptr + mad24(y+i, cols, x-wsz2);
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@ -95,18 +142,30 @@ __kernel void stereoBM_opt(__global const uchar * leftptr, __global const uchar
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left++; right++;
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}
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cost[0] += costdiff;
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textsum[y-(gy*ndisp)] += textdiff;
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textsum += textdiff;
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costbuf[head] = costdiff;
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textbuf[head] = textdiff;
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head++;
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}
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y++;
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for(; (y < gy*ndisp + ndisp/nthreads + z*ndisp/nthreads) && (y < rows-wsz2); y++)
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barrier(CLK_LOCAL_MEM_FENCE);
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if( (y < rows-wsz2) && (y >= wsz2) )
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{
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calcDisp(&costFunc[ly*ndisp], &disp[0], uniquenessRatio, textureTreshold, textsum, mindisp, ndisp);
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}
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barrier(CLK_LOCAL_MEM_FENCE);
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}
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y++;
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cost = &costFunc[0] + d+ly*ndisp;
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for(; (y < endy) && (y<rows); y++)
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{
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disp+=cols;
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disp[0] = FILTERED;
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if(y < rows - wsz2 && y > wsz2 && (x > ndisp+mindisp+wsz2-2) && (x < cols - wsz2 - mindisp) )
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{
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head = head%wsz;
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cost += ndisp;
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cost[0] = cost[-ndisp];
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textsum[y-(gy*ndisp)] = textsum[(y-1)-(gy*ndisp)];
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left = leftptr + mad24(y-wsz2-1, cols, x - wsz2);
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right = rightptr + mad24(y-wsz2-1, cols, x - wsz2 - d - mindisp);
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@ -120,47 +179,17 @@ __kernel void stereoBM_opt(__global const uchar * leftptr, __global const uchar
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left++; right++;
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}
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cost[0] += costdiff - costbuf[head];
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textsum[y-(gy*ndisp)] += textdiff - textbuf[head];
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textsum += textdiff - textbuf[head];
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costbuf[head] = costdiff;
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textbuf[head] = textdiff;
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head++;
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}
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barrier(CLK_LOCAL_MEM_FENCE);
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barrier(CLK_LOCAL_MEM_FENCE);
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cost = &costFunc[0] + d*ndisp;
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short best_disp = FILTERED, best_cost = MAX_VAL-1;
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#pragma unroll
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for(int i = 0; i < tsize; i++)
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{
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short c = cost[0];
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best_cost = (c < best_cost) ? c : best_cost;
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best_disp = (best_cost == c) ? ndisp - i - 1 : best_disp;
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cost++;
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}
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cost = &costFunc[0] + d*ndisp;
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int thresh = best_cost + (best_cost * uniquenessRatio/100);
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#pragma unroll
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for(int i = 0; (i < tsize) && (uniquenessRatio > 0); i++)
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{
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best_disp = ( (cost[0] <= thresh) && (i < (ndisp - best_disp - 2) || i > (ndisp - best_disp) ) ) ?
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FILTERED : best_disp;
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cost++;
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}
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best_disp = (total_y >= rows-wsz2) || (total_y < wsz2) || (textsum[d] < textureTreshold) ? FILTERED : best_disp;
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if( best_disp != FILTERED )
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{
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cost = &costFunc[0] + (ndisp - best_disp - 1) + ndisp*d;
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int y3 = ((ndisp - best_disp - 1) > 0) ? cost[-1] : cost[1],
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y2 = cost[0],
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y1 = ((ndisp - best_disp - 1) < ndisp-1) ? cost[1] : cost[-1];
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d = y3+y1-2*y2 + abs(y3-y1);
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if( x < cols && total_y < rows)
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if(d == 0)
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{
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disp[0] = (short)(((ndisp - best_disp - 1 + mindisp)*256 + (d != 0 ? (y3-y1)*256/d : 0) + 15) >> 4);
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calcDisp(&costFunc[ly*ndisp], &disp[0], uniquenessRatio, textureTreshold, textsum, mindisp, ndisp);
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}
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barrier(CLK_LOCAL_MEM_FENCE);
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}
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}
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}
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@ -681,7 +681,7 @@ findStereoCorrespondenceBM( const Mat& left, const Mat& right,
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sad[ndisp] = sad[ndisp-2];
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int p = sad[mind+1], n = sad[mind-1];
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d = p + n - 2*sad[mind] + std::abs(p - n);
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dptr[y*dstep] = (short)(((ndisp - mind - 1 + mindisp)*256 + (d != 0 ? (p-n)*256/d : 0) + 15) >> 4);
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dptr[y*dstep] = (short)mind;//(((ndisp - mind - 1 + mindisp)*256 + (d != 0 ? (p-n)*256/d : 0) + 15) >> 4);
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costptr[y*coststep] = sad[mind];
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}
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}
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@ -739,7 +739,7 @@ static bool ocl_stereobm_opt( InputArray _left, InputArray _right,
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OutputArray _disp, StereoBMParams* state)
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{//printf("opt\n");
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int ndisp = state->numDisparities;
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ocl::Kernel k("stereoBM_opt", ocl::calib3d::stereobm_oclsrc, cv::format("-D csize=%d -D tsize=%d -D wsz=%d", ndisp*ndisp, ndisp, state->SADWindowSize) );
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ocl::Kernel k("stereoBM_opt", ocl::calib3d::stereobm_oclsrc, cv::format("-D csize=%d -D tsize=%d -D wsz=%d", ndisp*ndisp, 2*ndisp, state->SADWindowSize) );
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if(k.empty())
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return false;
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@ -747,9 +747,8 @@ static bool ocl_stereobm_opt( InputArray _left, InputArray _right,
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_disp.create(_left.size(), CV_16S);
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UMat disp = _disp.getUMat();
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int nthreads = (ndisp <= 64) ? 2 : 4;
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size_t globalThreads[3] = { left.cols, (left.rows - left.rows%ndisp + ndisp), nthreads};
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size_t localThreads[3] = {1, ndisp, nthreads};
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size_t globalThreads[3] = { left.cols, (left.rows-left.rows%32 + 32)/32, ndisp};
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size_t localThreads[3] = {1, 2, ndisp};
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int idx = 0;
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idx = k.set(idx, ocl::KernelArg::PtrReadOnly(left));
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@ -758,7 +757,6 @@ static bool ocl_stereobm_opt( InputArray _left, InputArray _right,
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idx = k.set(idx, state->minDisparity);
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idx = k.set(idx, ndisp);
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idx = k.set(idx, state->preFilterCap);
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idx = k.set(idx, nthreads);
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idx = k.set(idx, state->textureThreshold);
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idx = k.set(idx, state->uniquenessRatio);
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@ -993,7 +991,7 @@ public:
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bufSize2 = width*height*(sizeof(Point_<short>) + sizeof(int) + sizeof(uchar));
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#if CV_SSE2
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bool useShorts = params.preFilterCap <= 31 && params.SADWindowSize <= 21 && checkHardwareSupport(CV_CPU_SSE2);
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bool useShorts = false;//params.preFilterCap <= 31 && params.SADWindowSize <= 21 && checkHardwareSupport(CV_CPU_SSE2);
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#else
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const bool useShorts = false;
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#endif
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@ -90,12 +90,12 @@ OCL_TEST_P(StereoBMFixture, StereoBM)
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cv::ocl::finish();
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long t3 = clock();
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std::cout << (double)(t2-t1)/CLOCKS_PER_SEC << " " << (double)(t3-t2)/CLOCKS_PER_SEC << std::endl;
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/*
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Mat t; absdiff(disp, udisp, t);
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/* for(int i = 0; i<t.rows; i++)
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for(int j = 0; j< t.cols; j++)
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// if(t.at<short>(i,j) > 0)
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if(i>=5 && i <=16 && j == 36+15)
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if(t.at<short>(i,j) > 0)
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// if(i == 125 && j == 174)
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printf("%d %d cv: %d ocl: %d\n", i, j, disp.at<short>(i,j), udisp.getMat(ACCESS_READ).at<short>(i,j) );*/
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/* imshow("diff.png", t*100);
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imshow("cv.png", disp*100);
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