Created
October 11, 2019 00:26
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void invert_device(float *src, float *dst, int n) { | |
int batchSize = 1; | |
int *P, *INFO; | |
cudaMalloc<int>(&P, n * batchSize * sizeof(int)); | |
cudaMalloc<int>(&INFO, batchSize * sizeof(int)); | |
int lda = n; | |
float *A[] = {src}; | |
float ** A_d; | |
cudaMalloc<float*>(&A_d, sizeof(A)); | |
cudaMemcpy(A_d, A, sizeof(A), cudaMemcpyHostToDevice); | |
cublasSgetrfBatched(handle, n, A_d, lda, P, INFO, batchSize); | |
int INFOh = 0; | |
cudaMemcpy(&INFOh, INFO, sizeof(int), cudaMemcpyDeviceToHost); | |
if (INFOh == 17) { | |
fprintf(stderr, "Factorization Failed: Matrix is singular\n"); | |
cudaDeviceReset(); | |
exit(EXIT_FAILURE); | |
} | |
float* C[] = { dst }; | |
float** C_d; | |
cudaMalloc<float*>(&C_d, sizeof(C)); | |
cudaMemcpy(C_d, C, sizeof(C), cudaMemcpyHostToDevice); | |
cublasSgetriBatched(handle, n, A_d, lda, P, C_d, n, INFO, batchSize); | |
cudaMemcpy(&INFOh, INFO, sizeof(int), cudaMemcpyDeviceToHost); | |
if (INFOh != 0) | |
{ | |
fprintf(stderr, "Inversion Failed: Matrix is singular\n"); | |
cudaDeviceReset(); | |
exit(EXIT_FAILURE); | |
} | |
cudaFree(P), cudaFree(INFO); | |
} | |
void invert(float *s, float *d, int n) { | |
float *src; | |
cudaMalloc<float>(&src, n * n * sizeof(float)); | |
cudaMemcpy(src, s, n * n * sizeof(float), cudaMemcpyHostToDevice); | |
invert_device(src, d, n); | |
cudaFree(src); | |
} |
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