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@@ -29,6 +29,8 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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#include "../common.h" |
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#define SGEMM BLASFUNC(sgemm) |
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#define SBGEMM BLASFUNC(sbgemm) |
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#define SGEMV BLASFUNC(sgemv) |
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#define SBGEMV BLASFUNC(sbgemv) |
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typedef union |
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{ |
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unsigned short v; |
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@@ -187,7 +189,79 @@ main (int argc, char *argv[]) |
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free(CC); |
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} |
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if (ret != 0) |
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if (ret != 0) { |
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fprintf (stderr, "FATAL ERROR SBGEMM - Return code: %d\n", ret); |
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return ret; |
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} |
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k = 1; |
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for (x = 1; x <= loop; x++) |
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{ |
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float *A = (float *)malloc(x * x * sizeof(FLOAT)); |
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float *B = (float *)malloc(x * sizeof(FLOAT)); |
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float *C = (float *)malloc(x * sizeof(FLOAT)); |
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bfloat16_bits *AA = (bfloat16_bits *)malloc(x * x * sizeof(bfloat16_bits)); |
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bfloat16_bits *BB = (bfloat16_bits *)malloc(x * sizeof(bfloat16_bits)); |
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float *DD = (float *)malloc(x * sizeof(FLOAT)); |
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float *CC = (float *)malloc(x * sizeof(FLOAT)); |
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if ((A == NULL) || (B == NULL) || (C == NULL) || (AA == NULL) || (BB == NULL) || |
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(DD == NULL) || (CC == NULL)) |
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return 1; |
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bfloat16 atmp, btmp; |
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blasint one = 1; |
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for (j = 0; j < x; j++) |
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{ |
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for (i = 0; i < x; i++) |
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{ |
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A[j * x + i] = ((FLOAT) rand () / (FLOAT) RAND_MAX) + 0.5; |
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sbstobf16_(&one, &A[j*x+i], &one, &atmp, &one); |
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AA[j * x + i].v = atmp; |
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} |
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B[j] = ((FLOAT) rand () / (FLOAT) RAND_MAX) + 0.5; |
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sbstobf16_(&one, &B[j], &one, &btmp, &one); |
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BB[j].v = btmp; |
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} |
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for (y = 0; y < 2; y++) |
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{ |
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if (y == 0) { |
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transA = 'N'; |
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} else { |
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transA = 'T'; |
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} |
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memset(CC, 0, x * sizeof(FLOAT)); |
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memset(DD, 0, x * sizeof(FLOAT)); |
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memset(C, 0, x * sizeof(FLOAT)); |
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SGEMV (&transA, &x, &x, &alpha, A, &x, B, &k, &beta, C, &k); |
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SBGEMV (&transA, &x, &x, &alpha, (bfloat16*) AA, &x, (bfloat16*) BB, &k, &beta, CC, &k); |
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for (j = 0; j < x; j++) |
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for (i = 0; i < x; i++) |
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if (transA == 'N') { |
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DD[i] += float16to32 (AA[j * x + i]) * float16to32 (BB[j]); |
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} else if (transA == 'T') { |
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DD[j] += float16to32 (AA[j * x + i]) * float16to32 (BB[i]); |
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} |
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for (j = 0; j < x; j++) { |
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if (fabs (CC[j] - C[j]) > 1.0) |
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ret++; |
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if (fabs (CC[j] - DD[j]) > 1.0) |
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ret++; |
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} |
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} |
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free(A); |
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free(B); |
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free(C); |
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free(AA); |
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free(BB); |
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free(DD); |
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free(CC); |
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} |
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if (ret != 0) |
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fprintf (stderr, "FATAL ERROR SBGEMV - Return code: %d\n", ret); |
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return ret; |
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} |