I was working with a project lately which is mainly to read some values from a spectrometer through USB and manipulate the data in GPU. I’m trying to link Winusb driver project and Cuda(.cu). I followed the procedure for how to install the cuda in visual studio 2012 and I pretty much succeeded. when I create a .cu file in empty console application along with the .cpp file, my environment is working but when I use the same program as a function in winusb project it ain’t working. I created a wrapper.cu and function.cu to work with main. No matter what I do whenever I try to call the function in main I end up with linker error 2019(error LNK2019: unresolved external symbol _speccud@4 referenced in function _main). I will list my code below.
#include "pch.h"
short *speccud(short ispecbu[]);
LONG __cdecl _tmain(LONG Argc, LPTSTR ** Argv )
//int main(int argc, char **argv)
{
FILE *output_file1 = fopen("output_file2.txt", "w");
FILE *output_file2 = fopen("output_file3.txt", "w");
DEVICE_DATA deviceData;
HRESULT hr;
USB_DEVICE_DESCRIPTOR deviceDesc;
BOOL bResult;
BOOL noDevice;
ULONG lengthReceived;
BOOL wrResult = TRUE;
BOOL wr1Result = TRUE;
BOOL RQResult = 0;
UNREFERENCED_PARAMETER(Argc);
UNREFERENCED_PARAMETER(Argv);
//////////////////////Open device ///////////////
hr = OpenDevice(&deviceData, &noDevice);
if (FAILED(hr)) {
if (noDevice) {
printf(_T("Device not connected or driver not installed\n"));
} else {
printf(_T("Failed looking for device, HRESULT 0x%x\n"), hr);
}
std::getchar();
return 0;
}
/////////////////////Get descriptor//////////////////
bResult = WinUsb_GetDescriptor(deviceData.WinusbHandle,
USB_DEVICE_DESCRIPTOR_TYPE,
0,
0,
(PBYTE) &deviceDesc,
sizeof(deviceDesc),
&lengthReceived);
if (FALSE == bResult || lengthReceived != sizeof(deviceDesc)) {
printf(_T("Error among LastError %d or lengthReceived %d\n"),
FALSE == bResult ? GetLastError() : 0,
lengthReceived);
CloseDevice(&deviceData);
return 0;
}
bool sResult = FALSE;bool syResult;
bool sResult1 = FALSE;bool syResult1;
//Initialize
UCHAR Intialize[] = {0x01};
ULONG cbISize = strlen((char*)Intialize);
ULONG InSent = 0;
wrResult = WinUsb_WritePipe(deviceData.WinusbHandle, 0x01, Intialize, 1, &InSent, 0);
//Integration time - 700ms
UCHAR Inttime[] = {0x0200100000};
ULONG cbITSize = strlen((char*)Inttime);
ULONG InttimeSent = 0;
wrResult = WinUsb_WritePipe(deviceData.WinusbHandle, 0x01, Inttime, 5, &InttimeSent, 0);
//strobe signal
UCHAR strobe1[] = {0x030001};
ULONG strobeSize1 = strlen((char*)strobe1);
ULONG strobeSent1 = 0;
wr1Result = WinUsb_WritePipe(deviceData.WinusbHandle, 0x01, strobe1, 3, &strobeSent1, 0);
//Request spectra
UCHAR Rqspectra[] = {0x09};
ULONG RqSize = strlen((char*)Rqspectra);
ULONG RqSent = 0;
RQResult = WinUsb_WritePipe(deviceData.WinusbHandle, 0x01, Rqspectra,1, &RqSent, 0);
//Pixel Values
UCHAR szBuffer[15][512];
UCHAR sz1Buffer[1];
UCHAR tBuffer[1];
ULONG tReadx;
ULONG cbReadx[16];
USHORT newbuf[15][512];
short specbu[7860];
short *fans;
for (int i=0;i<16;i++)
{
if (i<4)
{
sResult = WinUsb_ReadPipe(deviceData.WinusbHandle, 0x86, szBuffer[i], 512, &cbReadx[i], 0);
}
else if (i>=4 && i<15)
{
sResult = WinUsb_ReadPipe(deviceData.WinusbHandle, 0x82, szBuffer[i], 512, &cbReadx[i], 0);
}
else if (i = 15)
{
syResult = WinUsb_ReadPipe(deviceData.WinusbHandle, 0x82, sz1Buffer, 1, &cbReadx[i], 0);
}
}
int pon=0;
for (int k=0;k<15;k++)
{
for (int l=0;l<512;l+=2)
{
newbuf[k][l] = (szBuffer[k][(l+1)]<<8|szBuffer[k][l]);
specbu[pon]= (szBuffer[k][(l+1)]<<8|szBuffer[k][l]);
fprintf(output_file1,"%d\t\n",specbu[pon]);
pon++;
}
}
//printf("%d",sizeof(specbu));
//short ARR[5] = {1,2,3,4,5};
//fans=speccud(ARR);
fans = speccud(specbu);
for (int k=0;k<5;k++)
{printf("%d", fans[k]);
//fprintf(output_file2,"%d\t\n",fans[k]);
//tempc[k]=specbu[k];
}
std::getchar();
CloseDevice(&deviceData);
return 0;
}
function.cu
#ifndef __Kernel_CU__
#define __Kernel_CU__
__global__ void saxpy(int cn, short ca, short *cx, short *cy)
{
int ci = blockIdx.x*blockDim.x + threadIdx.x;
cy[ci] = ca+cx[ci];
}
#endif
Wrapper.cu
#include "cuda_runtime.h"
#include <cuda.h>
#include <cstdio>
#include "device_launch_parameters.h"
__global__ void saxpy(int cn, short ca, short *cx, short *cy);
short *speccud(short ispecbu[])
{
const int cN = 7680;
short *cx, *cd_x, *cd_y;
static short *cy;
cx = (short*)malloc(cN*sizeof(short));
cy = (short*)malloc(cN*sizeof(short));
cudaMalloc(&cd_x, cN*sizeof(short));
cudaMalloc(&cd_y, cN*sizeof(short));
for (int ci = 0; ci < cN; ci++) {
cx[ci] = ispecbu[ci];
//y[i] = 2.0f;
}
cudaMemcpy(cd_x, cx, cN*sizeof(short), cudaMemcpyHostToDevice);
cudaMemcpy(cd_y, cy, cN*sizeof(short), cudaMemcpyHostToDevice);
// Perform SAXPY on 1M elements
saxpy<<<(cN+255)/256, 256>>>(cN, 1, cd_x, cd_y);
cudaMemcpy(cy, cd_y, cN*sizeof(short), cudaMemcpyDeviceToHost);
return cy;
}
Buildlog
1>------ Build started: Project: USB Application2, Configuration: Win7 Debug Win32 ------
1> Compiling CUDA source file function.cu...
1>
1> C:\Users\bel1\documents\visual studio 2012\Projects\USB Application2\USB Application2>"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\bin\nvcc.exe" -gencode=arch=compute_10,code=sm_10 --use-local-env --cl-version 2010 -ccbin "C:\Program Files\Microsoft Visual Studio 11.0\VC\bin" -IWin7Debug\ -IWin7Debug\ -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" --keep-dir Win7Debug -maxrregcount=0 --machine 32 -cuda -cudart static -D_X86_=1 -Di386=1 -DSTD_CALL -DWIN32_LEAN_AND_MEAN=1 -D_WIN32_WINNT=0x0601 -DWINVER=0x0601 -DWINNT=1 -DNTDDI_VERSION=0x06010000 -DDBG=1 -D_AFXDLL -Xcompiler "/EHsc /W0 /nologo /Od /Zi /RTC1 /MT " -o Win7Debug\function.cu.obj "C:\Users\bel1\documents\visual studio 2012\Projects\USB Application2\USB Application2\function.cu"
1> Compiling CUDA source file wrapper.cu...
1>
1> C:\Users\bel1\documents\visual studio 2012\Projects\USB Application2\USB Application2>"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\bin\nvcc.exe" -gencode=arch=compute_10,code=sm_10 --use-local-env --cl-version 2010 -ccbin "C:\Program Files\Microsoft Visual Studio 11.0\VC\bin" -IWin7Debug\ -IWin7Debug\ -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v5.5\include" --keep-dir Win7Debug -maxrregcount=0 --machine 32 -cuda -cudart static -D_X86_=1 -Di386=1 -DSTD_CALL -DWIN32_LEAN_AND_MEAN=1 -D_WIN32_WINNT=0x0601 -DWINVER=0x0601 -DWINNT=1 -DNTDDI_VERSION=0x06010000 -DDBG=1 -D_AFXDLL -Xcompiler "/EHsc /W0 /nologo /Od /Zi /RTC1 /MT " -o Win7Debug\wrapper.cu.obj "C:\Users\bel1\documents\visual studio 2012\Projects\USB Application2\USB Application2\wrapper.cu"
1>main.obj : error LNK2019: unresolved external symbol "short * __stdcall speccud(short * const)" (?speccud@@YGPAFQAF@Z) referenced in function _main
1>C:\Users\bel1\documents\visual studio 2012\Projects\USB Application2\Win7Debug\USBApplication2.exe : fatal error LNK1120: 1 unresolved externals
========== Build: 0 succeeded, 1 failed, 0 up-to-date, 0 skipped ==========