/* ----------------------------------------------------------------------- Copyright 2012 iMinds-Vision Lab, University of Antwerp Contact: astra@ua.ac.be Website: http://astra.ua.ac.be This file is part of the All Scale Tomographic Reconstruction Antwerp Toolbox ("ASTRA Toolbox"). The ASTRA Toolbox is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. The ASTRA Toolbox is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with the ASTRA Toolbox. If not, see . ----------------------------------------------------------------------- $Id$ */ #include #include #include #include #include #include "util3d.h" #ifdef STANDALONE #include "par3d_fp.h" #include "testutil.h" #endif #include "dims3d.h" typedef texture texture3D; static texture3D gT_par3DProjTexture; namespace astraCUDA3d { static const unsigned int g_volBlockZ = 16; static const unsigned int g_anglesPerBlock = 64; static const unsigned int g_volBlockX = 32; static const unsigned int g_volBlockY = 16; static const unsigned g_MaxAngles = 1024; __constant__ float gC_Cux[g_MaxAngles]; __constant__ float gC_Cuy[g_MaxAngles]; __constant__ float gC_Cuz[g_MaxAngles]; __constant__ float gC_Cuc[g_MaxAngles]; __constant__ float gC_Cvx[g_MaxAngles]; __constant__ float gC_Cvy[g_MaxAngles]; __constant__ float gC_Cvz[g_MaxAngles]; __constant__ float gC_Cvc[g_MaxAngles]; static bool bindProjDataTexture(const cudaArray* array) { cudaChannelFormatDesc channelDesc = cudaCreateChannelDesc(); gT_par3DProjTexture.addressMode[0] = cudaAddressModeClamp; gT_par3DProjTexture.addressMode[1] = cudaAddressModeClamp; gT_par3DProjTexture.addressMode[2] = cudaAddressModeClamp; gT_par3DProjTexture.filterMode = cudaFilterModeLinear; gT_par3DProjTexture.normalized = false; cudaBindTextureToArray(gT_par3DProjTexture, array, channelDesc); // TODO: error value? return true; } __global__ void dev_par3D_BP(void* D_volData, unsigned int volPitch, int startAngle, const SDimensions3D dims) { float* volData = (float*)D_volData; int endAngle = startAngle + g_anglesPerBlock; if (endAngle > dims.iProjAngles) endAngle = dims.iProjAngles; // threadIdx: x = rel x // y = rel y // blockIdx: x = x + y // y = z // TO TRY: precompute part of detector intersection formulas in shared mem? // TO TRY: inner loop over z, gather ray values in shared mem const int X = blockIdx.x % ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockX + threadIdx.x; const int Y = blockIdx.x / ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockY + threadIdx.y; if (X >= dims.iVolX) return; if (Y >= dims.iVolY) return; const int startZ = blockIdx.y * g_volBlockZ; int endZ = startZ + g_volBlockZ; if (endZ > dims.iVolZ) endZ = dims.iVolZ; float fX = X - 0.5f*dims.iVolX + 0.5f; float fY = Y - 0.5f*dims.iVolY + 0.5f; float fZ = startZ - 0.5f*dims.iVolZ + 0.5f; for (int Z = startZ; Z < endZ; ++Z, fZ += 1.0f) { float fVal = 0.0f; float fAngle = startAngle + 0.5f; for (int angle = startAngle; angle < endAngle; ++angle, fAngle += 1.0f) { const float fCux = gC_Cux[angle]; const float fCuy = gC_Cuy[angle]; const float fCuz = gC_Cuz[angle]; const float fCuc = gC_Cuc[angle]; const float fCvx = gC_Cvx[angle]; const float fCvy = gC_Cvy[angle]; const float fCvz = gC_Cvz[angle]; const float fCvc = gC_Cvc[angle]; const float fUNum = fCuc + fX * fCux + fY * fCuy + fZ * fCuz; const float fVNum = fCvc + fX * fCvx + fY * fCvy + fZ * fCvz; const float fU = fUNum + 1.0f; const float fV = fVNum + 1.0f; fVal += tex3D(gT_par3DProjTexture, fU, fAngle, fV); // TODO: check order } volData[(Z*dims.iVolY+Y)*volPitch+X] += fVal; } } // supersampling version __global__ void dev_par3D_BP_SS(void* D_volData, unsigned int volPitch, int startAngle, const SDimensions3D dims) { float* volData = (float*)D_volData; int endAngle = startAngle + g_anglesPerBlock; if (endAngle > dims.iProjAngles) endAngle = dims.iProjAngles; // threadIdx: x = rel x // y = rel y // blockIdx: x = x + y // y = z // TO TRY: precompute part of detector intersection formulas in shared mem? // TO TRY: inner loop over z, gather ray values in shared mem const int X = blockIdx.x % ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockX + threadIdx.x; const int Y = blockIdx.x / ((dims.iVolX+g_volBlockX-1)/g_volBlockX) * g_volBlockY + threadIdx.y; if (X >= dims.iVolX) return; if (Y >= dims.iVolY) return; const int startZ = blockIdx.y * g_volBlockZ; int endZ = startZ + g_volBlockZ; if (endZ > dims.iVolZ) endZ = dims.iVolZ; float fX = X - 0.5f*dims.iVolX + 0.5f - 0.5f + 0.5f/dims.iRaysPerVoxelDim; float fY = Y - 0.5f*dims.iVolY + 0.5f - 0.5f + 0.5f/dims.iRaysPerVoxelDim; float fZ = startZ - 0.5f*dims.iVolZ + 0.5f - 0.5f + 0.5f/dims.iRaysPerVoxelDim; const float fSubStep = 1.0f/dims.iRaysPerVoxelDim; for (int Z = startZ; Z < endZ; ++Z, fZ += 1.0f) { float fVal = 0.0f; float fAngle = startAngle + 0.5f; for (int angle = startAngle; angle < endAngle; ++angle, fAngle += 1.0f) { const float fCux = gC_Cux[angle]; const float fCuy = gC_Cuy[angle]; const float fCuz = gC_Cuz[angle]; const float fCuc = gC_Cuc[angle]; const float fCvx = gC_Cvx[angle]; const float fCvy = gC_Cvy[angle]; const float fCvz = gC_Cvz[angle]; const float fCvc = gC_Cvc[angle]; float fXs = fX; for (int iSubX = 0; iSubX < dims.iRaysPerVoxelDim; ++iSubX) { float fYs = fY; for (int iSubY = 0; iSubY < dims.iRaysPerVoxelDim; ++iSubY) { float fZs = fZ; for (int iSubZ = 0; iSubZ < dims.iRaysPerVoxelDim; ++iSubZ) { const float fUNum = fCuc + fXs * fCux + fYs * fCuy + fZs * fCuz; const float fVNum = fCvc + fXs * fCvx + fYs * fCvy + fZs * fCvz; const float fU = fUNum + 1.0f; const float fV = fVNum + 1.0f; fVal += tex3D(gT_par3DProjTexture, fU, fAngle, fV); // TODO: check order fZs += fSubStep; } fYs += fSubStep; } fXs += fSubStep; } } volData[(Z*dims.iVolY+Y)*volPitch+X] += fVal / (dims.iRaysPerVoxelDim*dims.iRaysPerVoxelDim*dims.iRaysPerVoxelDim); } } bool Par3DBP_Array(cudaPitchedPtr D_volumeData, cudaArray *D_projArray, const SDimensions3D& dims, const SPar3DProjection* angles) { bindProjDataTexture(D_projArray); // transfer angles to constant memory float* tmp = new float[dims.iProjAngles]; #define TRANSFER_TO_CONSTANT(expr,name) do { for (unsigned int i = 0; i < dims.iProjAngles; ++i) tmp[i] = (expr) ; cudaMemcpyToSymbol(gC_##name, tmp, dims.iProjAngles*sizeof(float), 0, cudaMemcpyHostToDevice); } while (0) #define DENOM (angles[i].fRayX*angles[i].fDetUY*angles[i].fDetVZ - angles[i].fRayX*angles[i].fDetUZ*angles[i].fDetVY - angles[i].fRayY*angles[i].fDetUX*angles[i].fDetVZ + angles[i].fRayY*angles[i].fDetUZ*angles[i].fDetVX + angles[i].fRayZ*angles[i].fDetUX*angles[i].fDetVY - angles[i].fRayZ*angles[i].fDetUY*angles[i].fDetVX) TRANSFER_TO_CONSTANT( ( - (angles[i].fRayY*angles[i].fDetVZ - angles[i].fRayZ*angles[i].fDetVY)) / DENOM , Cux ); TRANSFER_TO_CONSTANT( ( (angles[i].fRayX*angles[i].fDetVZ - angles[i].fRayZ*angles[i].fDetVX)) / DENOM , Cuy ); TRANSFER_TO_CONSTANT( (- (angles[i].fRayX*angles[i].fDetVY - angles[i].fRayY*angles[i].fDetVX) ) / DENOM , Cuz ); TRANSFER_TO_CONSTANT( (-(angles[i].fDetSY*angles[i].fDetVZ - angles[i].fDetSZ*angles[i].fDetVY)*angles[i].fRayX + (angles[i].fRayY*angles[i].fDetVZ - angles[i].fRayZ*angles[i].fDetVY)*angles[i].fDetSX - (angles[i].fRayY*angles[i].fDetSZ - angles[i].fRayZ*angles[i].fDetSY)*angles[i].fDetVX) / DENOM , Cuc ); TRANSFER_TO_CONSTANT( ((angles[i].fRayY*angles[i].fDetUZ - angles[i].fRayZ*angles[i].fDetUY) ) / DENOM , Cvx ); TRANSFER_TO_CONSTANT( (- (angles[i].fRayX*angles[i].fDetUZ - angles[i].fRayZ*angles[i].fDetUX) ) / DENOM , Cvy ); TRANSFER_TO_CONSTANT( ((angles[i].fRayX*angles[i].fDetUY - angles[i].fRayY*angles[i].fDetUX) ) / DENOM , Cvz ); TRANSFER_TO_CONSTANT( ((angles[i].fDetSY*angles[i].fDetUZ - angles[i].fDetSZ*angles[i].fDetUY)*angles[i].fRayX - (angles[i].fRayY*angles[i].fDetUZ - angles[i].fRayZ*angles[i].fDetUY)*angles[i].fDetSX + (angles[i].fRayY*angles[i].fDetSZ - angles[i].fRayZ*angles[i].fDetSY)*angles[i].fDetUX ) / DENOM , Cvc ); #undef TRANSFER_TO_CONSTANT #undef DENOM delete[] tmp; dim3 dimBlock(g_volBlockX, g_volBlockY); dim3 dimGrid(((dims.iVolX+g_volBlockX-1)/g_volBlockX)*((dims.iVolY+g_volBlockY-1)/g_volBlockY), (dims.iVolZ+g_volBlockZ-1)/g_volBlockZ); // timeval t; // tic(t); for (unsigned int i = 0; i < dims.iProjAngles; i += g_anglesPerBlock) { // printf("Calling BP: %d, %dx%d, %dx%d to %p\n", i, dimBlock.x, dimBlock.y, dimGrid.x, dimGrid.y, (void*)D_volumeData.ptr); if (dims.iRaysPerVoxelDim == 1) dev_par3D_BP<<>>(D_volumeData.ptr, D_volumeData.pitch/sizeof(float), i, dims); else dev_par3D_BP_SS<<>>(D_volumeData.ptr, D_volumeData.pitch/sizeof(float), i, dims); } cudaTextForceKernelsCompletion(); // printf("%f\n", toc(t)); return true; } bool Par3DBP(cudaPitchedPtr D_volumeData, cudaPitchedPtr D_projData, const SDimensions3D& dims, const SPar3DProjection* angles) { // transfer projections to array cudaArray* cuArray = allocateProjectionArray(dims); transferProjectionsToArray(D_projData, cuArray, dims); bool ret = Par3DBP_Array(D_volumeData, cuArray, dims, angles); cudaFreeArray(cuArray); return ret; } } #ifdef STANDALONE int main() { SDimensions3D dims; dims.iVolX = 256; dims.iVolY = 256; dims.iVolZ = 256; dims.iProjAngles = 180; dims.iProjU = 512; dims.iProjV = 512; dims.iRaysPerDet = 1; cudaExtent extentV; extentV.width = dims.iVolX*sizeof(float); extentV.height = dims.iVolY; extentV.depth = dims.iVolZ; cudaPitchedPtr volData; // pitch, ptr, xsize, ysize cudaMalloc3D(&volData, extentV); cudaExtent extentP; extentP.width = dims.iProjU*sizeof(float); extentP.height = dims.iProjAngles; extentP.depth = dims.iProjV; cudaPitchedPtr projData; // pitch, ptr, xsize, ysize cudaMalloc3D(&projData, extentP); cudaMemset3D(projData, 0, extentP); float* slice = new float[256*256]; cudaPitchedPtr ptr; ptr.ptr = slice; ptr.pitch = 256*sizeof(float); ptr.xsize = 256*sizeof(float); ptr.ysize = 256; for (unsigned int i = 0; i < 256*256; ++i) slice[i] = 1.0f; for (unsigned int i = 0; i < 256; ++i) { cudaExtent extentS; extentS.width = dims.iVolX*sizeof(float); extentS.height = dims.iVolY; extentS.depth = 1; cudaPos sp = { 0, 0, 0 }; cudaPos dp = { 0, 0, i }; cudaMemcpy3DParms p; p.srcArray = 0; p.srcPos = sp; p.srcPtr = ptr; p.dstArray = 0; p.dstPos = dp; p.dstPtr = volData; p.extent = extentS; p.kind = cudaMemcpyHostToDevice; cudaMemcpy3D(&p); #if 0 if (i == 128) { for (unsigned int j = 0; j < 256*256; ++j) slice[j] = 0.0f; } #endif } SPar3DProjection angle[180]; angle[0].fRayX = 1; angle[0].fRayY = 0; angle[0].fRayZ = 0; angle[0].fDetSX = 512; angle[0].fDetSY = -256; angle[0].fDetSZ = -256; angle[0].fDetUX = 0; angle[0].fDetUY = 1; angle[0].fDetUZ = 0; angle[0].fDetVX = 0; angle[0].fDetVY = 0; angle[0].fDetVZ = 1; #define ROTATE0(name,i,alpha) do { angle[i].f##name##X = angle[0].f##name##X * cos(alpha) - angle[0].f##name##Y * sin(alpha); angle[i].f##name##Y = angle[0].f##name##X * sin(alpha) + angle[0].f##name##Y * cos(alpha); } while(0) for (int i = 1; i < 180; ++i) { angle[i] = angle[0]; ROTATE0(Ray, i, i*2*M_PI/180); ROTATE0(DetS, i, i*2*M_PI/180); ROTATE0(DetU, i, i*2*M_PI/180); ROTATE0(DetV, i, i*2*M_PI/180); } #undef ROTATE0 astraCUDA3d::Par3DFP(volData, projData, dims, angle, 1.0f); #if 1 float* bufs = new float[180*512]; for (int i = 0; i < 512; ++i) { cudaMemcpy(bufs, ((float*)projData.ptr)+180*512*i, 180*512*sizeof(float), cudaMemcpyDeviceToHost); printf("%d %d %d\n", projData.pitch, projData.xsize, projData.ysize); char fname[20]; sprintf(fname, "sino%03d.png", i); saveImage(fname, 180, 512, bufs, 0, 512); } float* bufp = new float[512*512]; for (int i = 0; i < 180; ++i) { for (int j = 0; j < 512; ++j) { cudaMemcpy(bufp+512*j, ((float*)projData.ptr)+180*512*j+512*i, 512*sizeof(float), cudaMemcpyDeviceToHost); } char fname[20]; sprintf(fname, "proj%03d.png", i); saveImage(fname, 512, 512, bufp, 0, 512); } #endif for (unsigned int i = 0; i < 256*256; ++i) slice[i] = 0.0f; for (unsigned int i = 0; i < 256; ++i) { cudaExtent extentS; extentS.width = dims.iVolX*sizeof(float); extentS.height = dims.iVolY; extentS.depth = 1; cudaPos sp = { 0, 0, 0 }; cudaPos dp = { 0, 0, i }; cudaMemcpy3DParms p; p.srcArray = 0; p.srcPos = sp; p.srcPtr = ptr; p.dstArray = 0; p.dstPos = dp; p.dstPtr = volData; p.extent = extentS; p.kind = cudaMemcpyHostToDevice; cudaMemcpy3D(&p); } astraCUDA3d::Par3DBP(volData, projData, dims, angle); #if 1 float* buf = new float[256*256]; for (int i = 0; i < 256; ++i) { cudaMemcpy(buf, ((float*)volData.ptr)+256*256*i, 256*256*sizeof(float), cudaMemcpyDeviceToHost); printf("%d %d %d\n", volData.pitch, volData.xsize, volData.ysize); char fname[20]; sprintf(fname, "vol%03d.png", i); saveImage(fname, 256, 256, buf, 0, 60000); } #endif } #endif