ISCE_INSAR/contrib/PyCuAmpcor/src/cuAmpcorController.cu

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// Implementation of cuAmpcorController
#include "cuAmpcorController.h"
#include "GDALImage.h"
#include "cuArrays.h"
#include "cudaUtil.h"
#include "cuAmpcorChunk.h"
#include "cuAmpcorUtil.h"
#include <iostream>
cuAmpcorController::cuAmpcorController() { param = new cuAmpcorParameter();}
cuAmpcorController::~cuAmpcorController() { delete param; }
void cuAmpcorController::runAmpcor() {
// set the gpu id
param->deviceID = gpuDeviceInit(param->deviceID);
// initialize the gdal driver
GDALAllRegister();
// reference and secondary images; use band=1 as default
// TODO: selecting band
GDALImage *referenceImage = new GDALImage(param->referenceImageName, 1, param->mmapSizeInGB);
GDALImage *secondaryImage = new GDALImage(param->secondaryImageName, 1, param->mmapSizeInGB);
cuArrays<float2> *offsetImage, *offsetImageRun;
cuArrays<float> *snrImage, *snrImageRun;
cuArrays<float3> *covImage, *covImageRun;
// For debugging.
// cuArrays<int> *corrValidCountImage;
// cuArrays<float> *corrSumImage;
int nWindowsDownRun = param->numberChunkDown * param->numberWindowDownInChunk;
int nWindowsAcrossRun = param->numberChunkAcross * param->numberWindowAcrossInChunk;
//std::cout << "The number of windows to be processed (might be bigger) " << nWindowsDownRun << " x " << param->numberWindowDown << "\n";
offsetImageRun = new cuArrays<float2>(nWindowsDownRun, nWindowsAcrossRun);
offsetImageRun->allocate();
snrImageRun = new cuArrays<float>(nWindowsDownRun, nWindowsAcrossRun);
snrImageRun->allocate();
covImageRun = new cuArrays<float3>(nWindowsDownRun, nWindowsAcrossRun);
covImageRun->allocate();
// Offsetfields.
offsetImage = new cuArrays<float2>(param->numberWindowDown, param->numberWindowAcross);
offsetImage->allocate();
// SNR.
snrImage = new cuArrays<float>(param->numberWindowDown, param->numberWindowAcross);
snrImage->allocate();
// Variance.
covImage = new cuArrays<float3>(param->numberWindowDown, param->numberWindowAcross);
covImage->allocate();
cudaStream_t streams[param->nStreams];
cuAmpcorChunk *chunk[param->nStreams];
for(int ist=0; ist<param->nStreams; ist++)
{
cudaStreamCreate(&streams[ist]);
chunk[ist]= new cuAmpcorChunk(param, referenceImage, secondaryImage, offsetImageRun, snrImageRun, covImageRun,
streams[ist]);
}
int nChunksDown = param->numberChunkDown;
int nChunksAcross = param->numberChunkAcross;
std::cout << "Total number of windows (azimuth x range): " <<param->numberWindowDown << " x " << param->numberWindowAcross << std::endl;
std::cout << "to be processed in the number of chunks: " <<nChunksDown << " x " << nChunksAcross << std::endl;
for(int i = 0; i<nChunksDown; i++)
{
std::cout << "Processing chunk (" << i <<", x" << ")" << std::endl;
for(int j=0; j<nChunksAcross; j+=param->nStreams)
{
//std::cout << "Processing chunk(" << i <<", " << j <<")" << std::endl;
for(int ist = 0; ist<param->nStreams; ist++)
{
if(j+ist < nChunksAcross) {
chunk[ist]->run(i, j+ist);
}
}
}
}
cudaDeviceSynchronize();
// Do extraction.
cuArraysCopyExtract(offsetImageRun, offsetImage, make_int2(0,0), streams[0]);
cuArraysCopyExtract(snrImageRun, snrImage, make_int2(0,0), streams[0]);
cuArraysCopyExtract(covImageRun, covImage, make_int2(0,0), streams[0]);
offsetImage->outputToFile(param->offsetImageName, streams[0]);
snrImage->outputToFile(param->snrImageName, streams[0]);
covImage->outputToFile(param->covImageName, streams[0]);
outputGrossOffsets();
// Delete arrays.
delete offsetImage;
delete snrImage;
delete covImage;
delete offsetImageRun;
delete snrImageRun;
delete covImageRun;
for (int ist=0; ist<param->nStreams; ist++)
delete chunk[ist];
delete referenceImage;
delete secondaryImage;
}
void cuAmpcorController::outputGrossOffsets()
{
cuArrays<float2> *grossOffsets = new cuArrays<float2>(param->numberWindowDown, param->numberWindowAcross);
grossOffsets->allocateHost();
for(int i=0; i< param->numberWindows; i++)
grossOffsets->hostData[i] = make_float2(param->grossOffsetDown[i], param->grossOffsetAcross[i]);
grossOffsets->outputHostToFile(param->grossOffsetImageName);
delete grossOffsets;
}
/*
void cuAmpcorController::setAlgorithm(int n) { param->algorithm = n; } // 0 - freq domain; 1 - time domain
int cuAmpcorController::getAlgorithm() { return param->algorithm; }
void cuAmpcorController::setDeviceID(int n) { param->deviceID = n; }
int cuAmpcorController::getDeviceID() { return param->deviceID; }
void cuAmpcorController::setNStreams(int n) { param->nStreams = n; }
int cuAmpcorController::getNStreams() { return param->nStreams; }
void cuAmpcorController::setWindowSizeHeight(int n) { param->windowSizeHeight = n; }
int cuAmpcorController::getWindowSizeHeight() { return param->windowSizeHeight; }
void cuAmpcorController::setWindowSizeWidth(int n) { param->windowSizeWidth = n; }
int cuAmpcorController::getWindowSizeWidth() { return param->windowSizeWidth; }
void cuAmpcorController::setSearchWindowSizeHeight(int n) { param->searchWindowSizeHeight = n; }
int cuAmpcorController::getSearchWindowSizeHeight() { return param->windowSizeHeight; }
void cuAmpcorController::setSearchWindowSizeWidth(int n) { param->searchWindowSizeWidth = n; }
void cuAmpcorController::setRawOversamplingFactor(int n) { param->rawDataOversamplingFactor = n; }
void cuAmpcorController::setZoomWindowSize(int n) { param->zoomWindowSize = n; }
void cuAmpcorController::setOversamplingFactor(int n) { param->oversamplingFactor = n; }
//void cuAmpcorController::setAcrossLooks(int n) { param->acrossLooks = n; } // 1 - single look
//void cuAmpcorController::setDownLooks(int n) { param->downLooks = n; } // 1 - single look
//void cuAmpcorController::setSkipSampleAcross(int n) { param->skipSampleAcross = n; }
//void cuAmpcorController::setSkipSampleDown(int n) { param->skipSampleDown = n; }
void cuAmpcorController::setSkipSampleAcrossRaw(int n) { param->skipSampleAcrossRaw = n; }
int cuAmpcorController::getSkipSampleAcrossRaw() { return param->skipSampleAcrossRaw; }
void cuAmpcorController::setSkipSampleDownRaw(int n) { param->skipSampleDownRaw = n; }
int cuAmpcorController::getSkipSampleDownRaw() { return param->skipSampleDownRaw; }
void cuAmpcorController::setNumberWindowDown(int n) { param->numberWindowDown = n; }
void cuAmpcorController::setNumberWindowAcross(int n) { param->numberWindowAcross = n; }
void cuAmpcorController::setNumberWindowDownInChunk(int n) { param->numberWindowDownInChunk = n; }
void cuAmpcorController::setNumberWindowAcrossInChunk(int n) { param->numberWindowAcrossInChunk = n; }
//void cuAmpcorController::setRangeSpacing1(float n) { param->rangeSpacing1 = n; } // deprecated
//void cuAmpcorController::setRangeSpacing2(float n) { param->rangeSpacing2 = n; } // deprecated
//void cuAmpcorController::setImageDatatype1(int n) { param->imageDataType1 = n; }
//void cuAmpcorController::setImageDatatype2(int n) { param->imageDataType2 = n; }
void cuAmpcorController::setThresholdSNR(float n) { param->thresholdSNR = n; } // deprecated(?)
//void cuAmpcorController::setThresholdCov(float n) { param->thresholdCov = n; } // deprecated(?)
//void cuAmpcorController::setBand1(int n) { param->band1 = n; }
//void cuAmpcorController::setBand2(int n) { param->band2 = n; }
void cuAmpcorController::setReferenceImageName(std::string s) { param->referenceImageName = s; }
std::string cuAmpcorController::getReferenceImageName() {return param->referenceImageName;}
void cuAmpcorController::setSecondaryImageName(std::string s) { param->secondaryImageName = s; }
std::string cuAmpcorController::getSecondaryImageName() {return param->secondaryImageName;}
void cuAmpcorController::setReferenceImageWidth(int n) { param->referenceImageWidth = n; }
void cuAmpcorController::setReferenceImageHeight(int n) { param->referenceImageHeight = n; }
void cuAmpcorController::setSecondaryImageWidth(int n) { param->secondaryImageWidth = n; }
void cuAmpcorController::setSecondaryImageHeight(int n) { param->secondaryImageHeight = n; }
//void cuAmpcorController::setReferenceStartPixelAcross(int n) { param->referenceStartPixelAcross = n; }
//void cuAmpcorController::setReferenceStartPixelDown(int n) { param->referenceStartPixelDown = n; }
//void cuAmpcorController::setSecondaryStartPixelAcross(int n) { param->secondaryStartPixelAcross = n; }
//void cuAmpcorController::setSecondaryStartPixelDown(int n) { param->secondaryStartPixelDown = n; }
//void cuAmpcorController::setGrossOffsetMethod(int n) { param->grossOffsetMethod = n; }
//int cuAmpcorController::getGrossOffsetMethod() { return param->grossOffsetMethod; }
//void cuAmpcorController::setAcrossGrossOffset(int n) { param->acrossGrossOffset = n; }
//void cuAmpcorController::setDownGrossOffset(int n) { param->downGrossOffset = n; }
//int* cuAmpcorController::getGrossOffsets() {return param->grossOffsets;}
void cuAmpcorController::setGrossOffsets(int *in, int size) {
assert(size = 2*param->numberWindowAcross*param->numberWindowDown);
if (param->grossOffsets == NULL)
param->grossOffsets = (int *)malloc(size*sizeof(int));
mempcpy(param->grossOffsets, in, size*sizeof(int));
fprintf(stderr, "copy grossOffsets %d\n", size);
}
void cuAmpcorController::setOffsetImageName(std::string s) { param->offsetImageName = s; }
void cuAmpcorController::setSNRImageName(std::string s) { param->snrImageName = s; }
//void cuAmpcorController::setMargin(int n) { param->margin = n; }
void cuAmpcorController::setDerampMethod(int n) { param->derampMethod = n; }
int cuAmpcorController::getDerampMethod() { return param->derampMethod; }
*/