so I am calling cudaMallocManaged for 2 functions in my code and it works fine for first function (backwardMask()) after i call it i can easily access my data from host, but my problem is with kernel function seriesLength() - because i am doing cudaMallocManaged on my indexmask and then (before calling seriesLength()) i can easily access/modify this indexmask on host , after i call seriesLength() it is modyfing my indexmask and also has no problem with accessing it, but after this function returns i am unable to read indexmask on host and am getting exception (status code 0xC0000022).
This is very weird error because I am doing it analogically to the first function(backwardMask()), which works correctly.
Any ideas/explainations will be highly appreciated.
Here is seriesLengths kernal function code:
__global__ void seriesLengths(int* scannedbw,int* indexmask,int* numOfSeries,int n){
int index = blockIdx.x * blockDim.x + threadIdx.x;
int stride = blockDim.x * gridDim.x;
for (int i = index; i < n;i+=stride)
{
if (i == (n - 1))
{
*numOfSeries = scannedbw[i];
indexmask[scannedbw[i]] = n;
}
if (i == 0)
{
indexmask[0] = 0;
}
else if (scannedbw[i] != scannedbw[i - 1])
{
indexmask[scannedbw[i] - 1] = i;
}
}
}
Code of kernel funct backwardMask:
__global__ void backwardMask(const char *in, int* bwMask,int n)
{
int index = blockIdx.x * blockDim.x + threadIdx.x;
int stride = blockDim.x * gridDim.x;
for (int i = index; i < n;i+=stride)
{
if (i == 0)
bwMask[i] = 1;
else
{
bwMask[i] = (in[i] != in[i - 1]);
}
}
}
Main function:
int main()
{
int N=1024;
srand(time(0));
char* t;
int* bwmask;
cudaMallocManaged(&t, N*sizeof(char));
cudaMallocManaged(&bwmask, N*sizeof(int));
for (int i = 0; i < N; i++)
{
if(i<300)
t[i] = 'a' + rand() % 2;
else
t[i] = 'a' + rand() % 20;
}
for (int j = 0; j < 60; j++)
std::cout << t[j];
std::cout << std::endl;
int blockSize = 256;
int numBlocks = (N + blockSize - 1) / blockSize;
backwardMask<<<numBlocks, blockSize >>>(t,bwmask , N);
cudaDeviceSynchronize();
for (int j = 0; j < 60; j++)
std::cout << bwmask[j];
std::cout << std::endl;
//now inclusive prefix sum for bwmask
int* scannedbwmask;
cudaMallocManaged(&scannedbwmask, N*sizeof(int));
thrust::inclusive_scan(bwmask, bwmask + N, scannedbwmask);
cudaDeviceSynchronize();
int numOfSeries;
//seriesLengths shows us lengths of each series by i-(i-1) and starting index of each series
int* indexmask;
cudaMallocManaged(&indexmask, (N+1)*sizeof(int));
seriesLengths<<<numBlocks, blockSize>>>(scannedbwmask, indexmask, &numOfSeries, N);
cudaDeviceSynchronize();
// accessing indexmask here gives us exception
std::cout << indexmask[3];
/*for (int j = 0; j < 60; j++)
std::cout << indexmask[j];
std::cout << std::endl;*/
std::cout << "numseries " << numOfSeries;
getch();
return 0;
}
Change numOfSeries to be pointer to int
int* numOfSeries;
then malloc memory for it:
cudaMallocManaged(&numOfSeries, sizeof(int));
and pass it like that:
seriesLengths<<<numBlocks, blockSize>>>(scannedbwmask, indexmask, numOfSeries, N);
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