/*
-----------------------------------------------------------------------
Copyright: 2010-2021, imec Vision Lab, University of Antwerp
2014-2021, CWI, Amsterdam
Contact: astra@astra-toolbox.com
Website: http://www.astra-toolbox.com/
This file is part of the 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 .
-----------------------------------------------------------------------
*/
#include "astra/cuda/2d/util.h"
#include "astra/cuda/2d/arith.h"
#include
namespace astraCUDA {
struct opAddScaled {
__device__ void operator()(float& out, const float in, const float inp) {
out += in * inp;
}
};
struct opScaleAndAdd {
__device__ void operator()(float& out, const float in, const float inp) {
out = in + out * inp;
}
};
struct opAddMulScaled {
__device__ void operator()(float& out, const float in1, const float in2, const float inp) {
out += in1 * in2 * inp;
}
};
struct opAddMul {
__device__ void operator()(float& out, const float in1, const float in2) {
out += in1 * in2;
}
};
struct opAdd {
__device__ void operator()(float& out, const float in) {
out += in;
}
};
struct opAdd2 {
__device__ void operator()(float& out, const float in1, const float in2) {
out += in1 + in2;
}
};
struct opMul {
__device__ void operator()(float& out, const float in) {
out *= in;
}
};
struct opDiv {
__device__ void operator()(float& out, const float in) {
if (in > 0.000001f) // out is assumed to be positive
out /= in;
else
out = 0.0f;
}
};
struct opMul2 {
__device__ void operator()(float& out, const float in1, const float in2) {
out *= in1 * in2;
}
};
struct opDividedBy {
__device__ void operator()(float& out, const float in) {
if (out > 0.000001f) // out is assumed to be positive
out = in / out;
else
out = 0.0f;
}
};
struct opInvert {
__device__ void operator()(float& out) {
if (out > 0.000001f) // out is assumed to be positive
out = 1 / out;
else
out = 0.0f;
}
};
struct opSet {
__device__ void operator()(float& out, const float inp) {
out = inp;
}
};
struct opClampMin {
__device__ void operator()(float& out, const float inp) {
if (out < inp)
out = inp;
}
};
struct opClampMax {
__device__ void operator()(float& out, const float inp) {
if (out > inp)
out = inp;
}
};
struct opClampMinMask {
__device__ void operator()(float& out, const float in) {
if (out < in)
out = in;
}
};
struct opClampMaxMask {
__device__ void operator()(float& out, const float in) {
if (out > in)
out = in;
}
};
struct opSetMaskedValues {
__device__ void operator()(float& out, const float in, const float inp) {
if (!in)
out = inp;
}
};
struct opSegmentAndMask {
__device__ void operator()(float& out1, float& out2, const float inp1, const float inp2) {
if (out1 >= inp1) {
out1 = inp2;
out2 = 0.0f;
}
}
};
struct opMulMask {
__device__ void operator()(float& out, const float mask, const float in) {
if (mask > 0.0f) {
out *= in;
}
}
};
template
__global__ void devtoD(float* pfOut, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off]);
off += pitch;
y++;
}
}
template
__global__ void devFtoD(float* pfOut, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off], fParam);
off += pitch;
y++;
}
}
template
__global__ void devFFtoDD(float* pfOut1, float* pfOut2, float fParam1, float fParam2, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut1[off], pfOut2[off], fParam1, fParam2);
off += pitch;
y++;
}
}
template
__global__ void devDtoD(float* pfOut, const float* pfIn, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off], pfIn[off]);
off += pitch;
y++;
}
}
template
__global__ void devDFtoD(float* pfOut, const float* pfIn, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off], pfIn[off], fParam);
off += pitch;
y++;
}
}
template
__global__ void devDDtoD(float* pfOut, const float* pfIn1, const float* pfIn2, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off], pfIn1[off], pfIn2[off]);
off += pitch;
y++;
}
}
template
__global__ void devDDFtoD(float* pfOut, const float* pfIn1, const float* pfIn2, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
unsigned int x = threadIdx.x + 16*blockIdx.x;
if (x >= width) return;
unsigned int y = (threadIdx.y + 16*blockIdx.y)*repeat;
unsigned int off = y*pitch+x;
for (unsigned int i = 0; i < repeat; ++i) {
if (y >= height)
break;
op()(pfOut[off], pfIn1[off], pfIn2[off], fParam);
off += pitch;
y++;
}
}
template
void processVolCopy(float* out, const SDimensions& dims)
{
float* D_out;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
processVol(D_out, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
}
template
void processVolCopy(float* out, float param, const SDimensions& dims)
{
float* D_out;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
processVol(D_out, param, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
}
template
void processVolCopy(float* out1, float* out2, float param1, float param2, const SDimensions& dims)
{
float* D_out1;
float* D_out2;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out1, pitch, dims);
copyVolumeToDevice(out1, width, dims, D_out1, pitch);
allocateVolumeData(D_out2, pitch, dims);
copyVolumeToDevice(out2, width, dims, D_out2, pitch);
processVol(D_out1, D_out2, param1, param2, pitch, dims);
copyVolumeFromDevice(out1, width, dims, D_out1, pitch);
copyVolumeFromDevice(out2, width, dims, D_out2, pitch);
cudaFree(D_out1);
cudaFree(D_out2);
}
template
void processVolCopy(float* out, const float* in, const SDimensions& dims)
{
float* D_out;
float* D_in;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
allocateVolumeData(D_in, pitch, dims);
copyVolumeToDevice(in, width, dims, D_in, pitch);
processVol(D_out, D_in, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
cudaFree(D_in);
}
template
void processVolCopy(float* out, const float* in, float param, const SDimensions& dims)
{
float* D_out;
float* D_in;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
allocateVolumeData(D_in, pitch, dims);
copyVolumeToDevice(in, width, dims, D_in, pitch);
processVol(D_out, D_in, param, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
cudaFree(D_in);
}
template
void processVolCopy(float* out, const float* in1, const float* in2, const SDimensions& dims)
{
float* D_out;
float* D_in1;
float* D_in2;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
allocateVolumeData(D_in1, pitch, dims);
copyVolumeToDevice(in1, width, dims, D_in1, pitch);
allocateVolumeData(D_in2, pitch, dims);
copyVolumeToDevice(in2, width, dims, D_in2, pitch);
processVol(D_out, D_in1, D_in2, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
cudaFree(D_in1);
cudaFree(D_in2);
}
template
void processVolCopy(float* out, const float* in1, const float* in2, float param, const SDimensions& dims)
{
float* D_out;
float* D_in1;
float* D_in2;
size_t width = dims.iVolWidth;
unsigned int pitch;
allocateVolumeData(D_out, pitch, dims);
copyVolumeToDevice(out, width, dims, D_out, pitch);
allocateVolumeData(D_in1, pitch, dims);
copyVolumeToDevice(in1, width, dims, D_in1, pitch);
allocateVolumeData(D_in2, pitch, dims);
copyVolumeToDevice(in2, width, dims, D_in2, pitch);
processVol(D_out, D_in1, D_in2, param, pitch, dims);
copyVolumeFromDevice(out, width, dims, D_out, pitch);
cudaFree(D_out);
cudaFree(D_in1);
cudaFree(D_in2);
}
template
void processData(float* pfOut, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+511)/512);
devtoD<<>>(pfOut, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devFtoD<<>>(pfOut, fParam, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut1, float* pfOut2, float fParam1, float fParam2, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devFFtoDD<<>>(pfOut1, pfOut2, fParam1, fParam2, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut, const float* pfIn, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devDtoD<<>>(pfOut, pfIn, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut, const float* pfIn, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devDFtoD<<>>(pfOut, pfIn, fParam, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut, const float* pfIn1, const float* pfIn2, float fParam, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devDDFtoD<<>>(pfOut, pfIn1, pfIn2, fParam, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processData(float* pfOut, const float* pfIn1, const float* pfIn2, unsigned int pitch, unsigned int width, unsigned int height)
{
dim3 blockSize(16,16);
dim3 gridSize((width+15)/16, (height+15)/16);
devDDtoD<<>>(pfOut, pfIn1, pfIn2, pitch, width, height);
checkCuda(cudaThreadSynchronize(), __FUNCTION__);
}
template
void processVol(float* out, unsigned int pitch, const SDimensions& dims)
{
processData(out, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, param, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out1, float* out2, float param1, float param2, unsigned int pitch, const SDimensions& dims)
{
processData(out1, out2, param1, param2, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out, const float* in, unsigned int pitch, const SDimensions& dims)
{
processData(out, in, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out, const float* in, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, in, param, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out, const float* in1, const float* in2, unsigned int pitch, const SDimensions& dims)
{
processData(out, in1, in2, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processVol(float* out, const float* in1, const float* in2, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, in2, in2, param, pitch, dims.iVolWidth, dims.iVolHeight);
}
template
void processSino(float* out, unsigned int pitch, const SDimensions& dims)
{
processData(out, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, param, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out1, float* out2, float param1, float param2, unsigned int pitch, const SDimensions& dims)
{
processData(out1, out2, param1, param2, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out, const float* in, unsigned int pitch, const SDimensions& dims)
{
processData(out, in, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out, const float* in, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, in, param, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out, const float* in1, const float* in2, unsigned int pitch, const SDimensions& dims)
{
processData(out, in1, in2, pitch, dims.iProjDets, dims.iProjAngles);
}
template
void processSino(float* out, const float* in1, const float* in2, float param, unsigned int pitch, const SDimensions& dims)
{
processData(out, in2, in2, param, pitch, dims.iProjDets, dims.iProjAngles);
}
#define INST_DFtoD(name) \
template void processVolCopy(float* out, const float* in, float param, const SDimensions& dims); \
template void processVol(float* out, const float* in, float param, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, const float* in, float param, unsigned int pitch, const SDimensions& dims);
#define INST_DtoD(name) \
template void processVolCopy(float* out, const float* in, const SDimensions& dims); \
template void processVol(float* out, const float* in, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, const float* in, unsigned int pitch, const SDimensions& dims);
#define INST_DDtoD(name) \
template void processVolCopy(float* out, const float* in1, const float* in2, const SDimensions& dims); \
template void processVol(float* out, const float* in1, const float* in2, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, const float* in1, const float* in2, unsigned int pitch, const SDimensions& dims);
#define INST_DDFtoD(name) \
template void processVolCopy(float* out, const float* in1, const float* in2, float fParam, const SDimensions& dims); \
template void processVol(float* out, const float* in1, const float* in2, float fParam, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, const float* in1, const float* in2, float fParam, unsigned int pitch, const SDimensions& dims);
#define INST_toD(name) \
template void processVolCopy(float* out, const SDimensions& dims); \
template void processVol(float* out, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, unsigned int pitch, const SDimensions& dims);
#define INST_FtoD(name) \
template void processVolCopy(float* out, float param, const SDimensions& dims); \
template void processVol(float* out, float param, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out, float param, unsigned int pitch, const SDimensions& dims);
#define INST_FFtoDD(name) \
template void processVolCopy(float* out1, float* out2, float fParam1, float fParam2, const SDimensions& dims); \
template void processVol(float* out1, float* out2, float fParam1, float fParam2, unsigned int pitch, const SDimensions& dims); \
template void processSino(float* out1, float* out2, float fParam1, float fParam2, unsigned int pitch, const SDimensions& dims);
INST_DFtoD(opAddScaled)
INST_DFtoD(opScaleAndAdd)
INST_DDFtoD(opAddMulScaled)
INST_DDtoD(opAddMul)
INST_DDtoD(opMul2)
INST_DDtoD(opAdd2)
INST_DtoD(opMul)
INST_DDtoD(opMulMask)
INST_DtoD(opAdd)
INST_DtoD(opDividedBy)
INST_toD(opInvert)
INST_FtoD(opSet)
INST_FtoD(opMul)
INST_DtoD(opDiv)
INST_DFtoD(opMulMask)
INST_FtoD(opAdd)
INST_FtoD(opClampMin)
INST_FtoD(opClampMax)
INST_DtoD(opClampMinMask)
INST_DtoD(opClampMaxMask)
// PDART-specific:
INST_DFtoD(opSetMaskedValues)
INST_FFtoDD(opSegmentAndMask)
}