Created
January 27, 2021 11:51
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BLASなんもわからん
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#include <cblas_openblas.h> | |
#include <stdio.h> | |
#include <math.h> | |
int main(void) | |
{ | |
double A[3][3] = { | |
{1.0, 2.0, 3.0}, | |
{2.0, 3.0, 4.0}, | |
{4.0, 5.0, 6.0}, | |
}; | |
double B[3][4] = { | |
{1.0, 2.0, 3.0, 2.0}, | |
{2.0, -2.0, 4.0, 0.0}, | |
{1.0, 5.0, 6.0, -1.0}, | |
}; | |
double C[3][4]; | |
printf("A: {"); | |
for (size_t i = 0; i < 3 * 3; ++i) { | |
printf("%g, ", (&A[0][0])[i]); | |
} | |
puts("}"); | |
for (size_t i = 0; i < 3; ++i) { | |
for (size_t j = 0; j < 3; ++j) { | |
printf("%g, ", A[i][j]); // 3 * i + j | |
} | |
puts(""); | |
} | |
puts("---"); | |
printf("sizeof(B[0]) = %zu\n", sizeof(B[0])); | |
printf("B: {"); | |
for (size_t i = 0; i < 3 * 4; ++i) { | |
printf("%g, ", (&B[0][0])[i]); | |
} | |
puts("}"); | |
for (size_t j = 0; j < 3; ++j) { | |
for (size_t k = 0; k < 4; ++k) { | |
printf("%g, ", B[j][k]); // 4 * j + k | |
} | |
puts(""); | |
} | |
puts("---"); | |
for (size_t i = 0; i < 3; ++i) { | |
for (size_t k = 0; k < 4; ++k) { | |
double x = 0.0; | |
for (size_t j = 0; j < 3; ++j) { | |
x += A[i][j] * B[j][k]; | |
} | |
C[i][k] = x; | |
} | |
} | |
printf("C (naive): {"); | |
for (size_t i = 0; i < 3 * 4; ++i) { | |
printf("%g, ", (&C[0][0])[i]); | |
} | |
puts("}"); | |
for (size_t i = 0; i < 3; ++i) { | |
for (size_t k = 0; k < 4; ++k) { | |
printf("%g, ", C[i][k]); // 4 * i + k | |
} | |
puts(""); | |
} | |
puts("---"); | |
for (size_t i = 0; i < 3; ++i) { | |
for (size_t k = 0; k < 4; ++k) { | |
C[i][k] = NAN; | |
} | |
} | |
cblas_dgemm(CblasRowMajor /* or CblasColMajor */, CblasNoTrans, CblasNoTrans, /* m */ 3, /* n */ 4, /* k */ 3, /* alpha */ 1.0, &A[0][0], /* lda */ 3, &B[0][0], /* ldb */ 4, /* beta */ 0.0, &C[0][0], /* ldc */ 4); | |
printf("C (blas): {"); | |
for (size_t i = 0; i < 3 * 4; ++i) { | |
printf("%g, ", (&C[0][0])[i]); | |
} | |
puts("}"); | |
for (size_t i = 0; i < 3; ++i) { | |
for (size_t k = 0; k < 4; ++k) { | |
printf("%g, ", C[i][k]); // 4 * i + k | |
} | |
puts(""); | |
} | |
} |
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