int main(int argc, char* argv[])
{
const int m = (1 < argc ? atoi(argv[1]) : 16);
const int n = (2 < argc ? atoi(argv[2]) : m);
const int unsigned ldi = LIBXSMM_MAX(3 < argc ? atoi(argv[3]) : 0, m);
const int unsigned ldo = LIBXSMM_MAX(4 < argc ? atoi(argv[4]) : 0, m);
const int unroll = (5 < argc ? atoi(argv[5]) : 1);
const int prefetch = (6 < argc ? atoi(argv[6]) : 0);
const int flags = ((7 < argc && 0 != atoi(argv[7])) ? LIBXSMM_MATCOPY_FLAG_ZERO_SOURCE : 0);
const int iters = (8 < argc ? atoi(argv[8]) : 1);
/* we should modify to test all data-types */
const libxsmm_mcopy_descriptor* desc;
libxsmm_xmcopyfunction kernel;
libxsmm_descriptor_blob blob;
libxsmm_timer_tickint l_start;
libxsmm_timer_tickint l_end;
int error = 0, i, j;
ELEM_TYPE *a, *b;
double copy_time;
printf("This is a tester for JIT matcopy kernels!\n");
desc = libxsmm_mcopy_descriptor_init(&blob, sizeof(ELEM_TYPE),
m, n, ldo, ldi, flags, prefetch, &unroll);
a = (ELEM_TYPE*)malloc(n * ldi * sizeof(ELEM_TYPE));
b = (ELEM_TYPE*)malloc(n * ldo * sizeof(ELEM_TYPE));
for (i = 0; i < n; i++) {
for (j = 0; j < m; j++) {
a[j+ldi*i] = (ELEM_TYPE)rand();
if (0 != (LIBXSMM_MATCOPY_FLAG_ZERO_SOURCE & flags)) {
b[j+ldo*i] = (ELEM_TYPE)rand();
}
}
}
/* test dispatch call */
kernel = libxsmm_dispatch_mcopy(desc);
if (kernel == 0) {
printf("JIT error -> exit!!!!\n");
exit(EXIT_FAILURE);
}
/* let's call */
kernel(a, &ldi, b, &ldo, &a[128]);
l_start = libxsmm_timer_tick();
for (i = 0; i < iters; ++i) {
kernel(a, &ldi, b, &ldo, &a[128]);
}
l_end = libxsmm_timer_tick();
copy_time = libxsmm_timer_duration(l_start, l_end);
for (i = 0; i < n; ++i) {
for (j = 0; j < m; ++j) {
if (0 != (LIBXSMM_MATCOPY_FLAG_ZERO_SOURCE & flags)) {
if (LIBXSMM_NEQ(b[j+ldo*i], 0)) {
printf("ERROR!!!\n");
i = n;
error = 1;
break;
}
}
else if (LIBXSMM_NEQ(a[j+ldi*i], b[j+ldo*i])) {
printf("ERROR!!!\n");
i = n;
error = 1;
break;
}
}
}
if (error == 0) {
printf("CORRECT copy!!!!\n");
printf("Time taken is\t%.5f seconds\n", copy_time);
}
return EXIT_SUCCESS;
}
int main(int argc, char* argv[])
{
const char t = (char)(1 < argc ? *argv[1] : 'o');
const libxsmm_blasint m = (2 < argc ? atoi(argv[2]) : 4096);
#if 0 /* TODO: enable when in-place transpose is fully supported */
const libxsmm_blasint n = (3 < argc ? atoi(argv[3]) : m);
#else
const libxsmm_blasint n = (3 < argc ? (('o' == t || 'O' == t) ? atoi(argv[3]) : m) : m);
#endif
const libxsmm_blasint ldi = LIBXSMM_MAX/*sanitize ld*/(4 < argc ? atoi(argv[4]) : 0, m);
const libxsmm_blasint ldo = LIBXSMM_MAX/*sanitize ld*/(5 < argc ? atoi(argv[5]) : 0, n);
const int r = (6 < argc ? atoi(argv[6]) : 0), s = LIBXSMM_ABS(r);
const libxsmm_blasint lower = (7 < argc ? atoi(argv[7]) : 0);
libxsmm_blasint km = m, kn = n, kldi = ldi, kldo = (('o' == t || 'O' == t) ? ldo : ldi);
int result = EXIT_SUCCESS, k;
if (0 == strchr("oOiI", t)) {
fprintf(stderr, "%s [<transpose-kind:o|i>] [<m>] [<n>] [<ld-in>] [<ld-out>] [random:0|nruns] [lbound]\n", argv[0]);
exit(EXIT_FAILURE);
}
#if defined(LIBXSMM_OFFLOAD_TARGET)
# pragma offload target(LIBXSMM_OFFLOAD_TARGET)
#endif
{
const char *const env_tasks = getenv("TASKS"), *const env_check = getenv("CHECK");
const int tasks = (0 == env_tasks || 0 == *env_tasks) ? 0/*default*/ : atoi(env_tasks);
const int check = (0 == env_check || 0 == *env_check) ? 1/*default*/ : atoi(env_check);
ELEM_TYPE *const a = (ELEM_TYPE*)libxsmm_malloc((size_t)(ldi * (('o' == t || 'O' == t) ? n : ldo) * sizeof(ELEM_TYPE)));
ELEM_TYPE *const b = (ELEM_TYPE*)libxsmm_malloc((size_t)(ldo * (('o' == t || 'O' == t) ? m : ldi) * sizeof(ELEM_TYPE)));
libxsmm_timer_tickint start, duration = 0;
#if defined(USE_REFERENCE) /* benchmark against a reference */
libxsmm_timer_tickint duration2 = 0;
#endif
libxsmm_blasint i;
size_t size = 0;
#if defined(MKL_ENABLE_AVX512)
mkl_enable_instructions(MKL_ENABLE_AVX512);
#endif
fprintf(stdout, "m=%lli n=%lli ldi=%lli ldo=%lli size=%.fMB (%s, %s)\n",
(long long)m, (long long)n, (long long)ldi, (long long)ldo,
1.0 * (m * n * sizeof(ELEM_TYPE)) / (1 << 20), LIBXSMM_STRINGIFY(ELEM_TYPE),
('o' == t || 'O' == t) ? "out-of-place" : "in-place");
#if defined(_OPENMP)
# pragma omp parallel for private(i)
#endif
for (i = 0; i < n; ++i) {
libxsmm_blasint j;
for (j = 0; j < m; ++j) {
a[i*ldi+j] = initial_value(i, j, m);
}
}
if (0 != check) { /* repeatable (reference) */
srand(RAND_SEED);
}
else { /* randomized selection */
srand(libxsmm_timer_tick() % ((unsigned int)-1));
}
for (k = (0 == r ? -1 : 0); k < s && EXIT_SUCCESS == result; ++k) {
if (0 < r) {
const libxsmm_blasint rldi = 0 <= lower ? randstart(lower, ldi) : 0;
km = randstart(LIBXSMM_ABS(lower), m);
kldi = LIBXSMM_MAX(rldi, km);
if (('o' == t || 'O' == t)) {
const libxsmm_blasint rldo = 0 <= lower ? randstart(lower, ldo) : 0;
kn = randstart(LIBXSMM_ABS(lower), n);
kldo = LIBXSMM_MAX(rldo, kn);
/* trigger JIT-generated code */
OTRANS(b, a, sizeof(ELEM_TYPE), km, kn, kldi, kldo);
}
else {
#if 0 /* TODO: enable when in-place transpose is fully supported */
kn = randstart(LIBXSMM_ABS(lower), n);
#else
kn = km;
#endif
kldo = kldi;
/* trigger JIT-generated code */
ITRANS(b, sizeof(ELEM_TYPE), km, kn, kldi);
}
}
size += (size_t)(km * kn * sizeof(ELEM_TYPE));
if (('o' == t || 'O' == t)) {
if (0 == tasks) { /* library-internal parallelization */
start = libxsmm_timer_tick();
#if defined(OTRANS_THREAD)
# pragma omp parallel
OTRANS_THREAD(b, a, sizeof(ELEM_TYPE), km, kn, kldi, kldo, omp_get_thread_num(), omp_get_num_threads());
#else
result = OTRANS(b, a, sizeof(ELEM_TYPE), km, kn, kldi, kldo);
#endif
duration += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
else { /* external parallelization */
start = libxsmm_timer_tick();
#if defined(_OPENMP)
# pragma omp parallel
# pragma omp single nowait
#endif
result = OTRANS(b, a, sizeof(ELEM_TYPE), km, kn, kldi, kldo);
duration += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
}
else {
assert(('i' == t || 'I' == t) && kldo == kldi);
memcpy(b, a, (size_t)(kldi * kn * sizeof(ELEM_TYPE)));
if (2 > tasks) { /* library-internal parallelization */
start = libxsmm_timer_tick();
result = ITRANS(b, sizeof(ELEM_TYPE), km, kn, kldi);
duration += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
else { /* external parallelization */
start = libxsmm_timer_tick();
#if defined(_OPENMP)
# pragma omp parallel
# pragma omp single
#endif
result = ITRANS(b, sizeof(ELEM_TYPE), km, kn, kldi);
duration += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
}
if (0 != check) { /* check */
for (i = 0; i < km; ++i) {
libxsmm_blasint j;
for (j = 0; j < kn; ++j) {
const ELEM_TYPE u = b[i*kldo+j];
const ELEM_TYPE v = a[j*kldi+i];
if (LIBXSMM_NEQ(u, v)) {
i += km; /* leave outer loop as well */
result = EXIT_FAILURE;
break;
}
}
}
}
}
#if defined(USE_REFERENCE)
if (0 < check) { /* check shall imply reference (performance-)test */
srand(RAND_SEED); /* reproduce the same sequence as above */
for (k = (0 == r ? -1 : 0); k < s && EXIT_SUCCESS == result; ++k) {
if (0 < r) {
const libxsmm_blasint rldi = 0 <= lower ? randstart(lower, ldi) : 0;
km = randstart(LIBXSMM_ABS(lower), m);
kldi = LIBXSMM_MAX(rldi, km);
if (('o' == t || 'O' == t)) {
const libxsmm_blasint rldo = 0 <= lower ? randstart(lower, ldo) : 0;
kn = randstart(LIBXSMM_ABS(lower), n);
kldo = LIBXSMM_MAX(rldo, kn);
}
else {
#if 0 /* TODO: enable when in-place transpose is fully supported */
kn = randstart(LIBXSMM_ABS(lower), n);
#else
kn = km;
#endif
kldo = kldi;
}
}
if (('o' == t || 'O' == t)) {
start = libxsmm_timer_tick();
OTRANS_GOLD(&km, &kn, a, &kldi, b, &kldo);
duration2 += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
else {
assert(('i' == t || 'I' == t) && kldo == kldi);
memcpy(b, a, (size_t)(kldi * kn * sizeof(ELEM_TYPE)));
start = libxsmm_timer_tick();
ITRANS_GOLD(&km, &kn, b, &kldi, &kldo);
duration2 += libxsmm_timer_diff(start, libxsmm_timer_tick());
}
if (1 < check || 0 > check) { /* check */
for (i = 0; i < km; ++i) {
libxsmm_blasint j;
for (j = 0; j < kn; ++j) {
const ELEM_TYPE u = b[i*kldo+j];
const ELEM_TYPE v = a[j*kldi+i];
if (LIBXSMM_NEQ(u, v)) {
i += km; /* leave outer loop as well */
result = EXIT_FAILURE;
break;
}
}
}
}
}
}
#endif
if (EXIT_SUCCESS == result) {
const double d = libxsmm_timer_duration(0, duration);
if (0 < duration) {
/* out-of-place transpose bandwidth assumes RFO */
fprintf(stdout, "\tbandwidth: %.1f GB/s\n", size
* ((('o' == t || 'O' == t)) ? 3 : 2) / (d * (1 << 30)));
}
if (0 == lower) {
fprintf(stdout, "\tduration: %.0f ms\n", 1000.0 * (d / (0 == r ? (s + 1) : s)));
}
else {
fprintf(stdout, "\tduration: %f ms\n", 1000.0 * d);
}
#if defined(USE_REFERENCE)
if (0 < duration2) {
fprintf(stdout, "\treference: %.1fx\n", (1.0 * duration) / duration2);
}
#endif
}
else if (0 != check) { /* check */
fprintf(stderr, "Error: validation failed for m=%lli, n=%lli, ldi=%lli, and ldo=%lli!\n",
(long long)km, (long long)kn, (long long)kldi, (long long)kldo);
}
libxsmm_free(a);
libxsmm_free(b);
}
return result;
}