/* Tests of reduction on loop directive. */ #include /* Test of reduction on loop directive (gangs, non-private reduction variable). */ void g_np_1() { int i, arr[1024], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang reduction(+:res) for (i = 0; i < 1024; i++) res += arr[i]; } for (i = 0; i < 1024; i++) hres += arr[i]; assert (res == hres); res = hres = 1; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang reduction(*:res) for (i = 0; i < 12; i++) res *= arr[i]; } for (i = 0; i < 12; i++) hres *= arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs and vectors, non-private reduction variable). */ void gv_np_1() { int i, arr[1024], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang vector reduction(+:res) for (i = 0; i < 1024; i++) res += arr[i]; } for (i = 0; i < 1024; i++) hres += arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs and workers, non-private reduction variable). */ void gw_np_1() { int i, arr[1024], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang worker reduction(+:res) for (i = 0; i < 1024; i++) res += arr[i]; } for (i = 0; i < 1024; i++) hres += arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs, workers and vectors, non-private reduction variable). */ void gwv_np_1() { int i, arr[1024], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang worker vector reduction(+:res) for (i = 0; i < 1024; i++) res += arr[i]; } for (i = 0; i < 1024; i++) hres += arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs, workers and vectors, non-private reduction variable: separate gang and worker/vector loops). */ void gwv_np_2() { int i, j, arr[32768], res = 0, hres = 0; for (i = 0; i < 32768; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang reduction(+:res) for (j = 0; j < 32; j++) { #pragma acc loop worker vector reduction(+:res) for (i = 0; i < 1024; i++) res += arr[j * 1024 + i]; } /* "res" is non-private, and is not available until after the parallel region. */ } for (i = 0; i < 32768; i++) hres += arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs, workers and vectors, non-private reduction variable: separate gang and worker/vector loops). */ void gwv_np_3() { int i, j; double arr[32768], res = 0, hres = 0; for (i = 0; i < 32768; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ copyin(arr) { #pragma acc loop gang reduction(+:res) for (j = 0; j < 32; j++) { #pragma acc loop worker vector reduction(+:res) for (i = 0; i < 1024; i++) res += arr[j * 1024 + i]; } } for (i = 0; i < 32768; i++) hres += arr[i]; assert (res == hres); } /* Test of reduction on loop directive (gangs, workers and vectors, multiple non-private reduction variables, float type). */ void gwv_np_4() { int i, j; float arr[32768]; float res = 0, mres = 0, hres = 0, hmres = 0; for (i = 0; i < 32768; i++) arr[i] = i % (32768 / 64); #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) { #pragma acc loop gang reduction(+:res) reduction(max:mres) for (j = 0; j < 32; j++) { #pragma acc loop worker vector reduction(+:res) reduction(max:mres) for (i = 0; i < 1024; i++) { res += arr[j * 1024 + i]; if (arr[j * 1024 + i] > mres) mres = arr[j * 1024 + i]; } #pragma acc loop worker vector reduction(+:res) reduction(max:mres) for (i = 0; i < 1024; i++) { res += arr[j * 1024 + (1023 - i)]; if (arr[j * 1024 + (1023 - i)] > mres) mres = arr[j * 1024 + (1023 - i)]; } } } for (j = 0; j < 32; j++) for (i = 0; i < 1024; i++) { hres += arr[j * 1024 + i]; hres += arr[j * 1024 + (1023 - i)]; if (arr[j * 1024 + i] > hmres) hmres = arr[j * 1024 + i]; if (arr[j * 1024 + (1023 - i)] > hmres) hmres = arr[j * 1024 + (1023 - i)]; } assert (hres <= 16777216); assert (res == hres); assert (hmres <= 16777216); assert (mres == hmres); } /* Test of reduction on loop directive (vectors, private reduction variable). */ void v_p_1() { int i, j, arr[1024], out[32], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(res) copyout(out) { #pragma acc loop gang for (j = 0; j < 32; j++) { res = 0; #pragma acc loop vector reduction(+:res) for (i = 0; i < 32; i++) res += arr[j * 32 + i]; out[j] = res; } } for (j = 0; j < 32; j++) { hres = 0; for (i = 0; i < 32; i++) hres += arr[j * 32 + i]; assert (out[j] == hres); } } /* Test of reduction on loop directive (vector reduction in gang-partitioned/worker-partitioned mode, private reduction variable). */ void v_p_2() { int i, j, k; double ina[1024], inb[1024], out[1024], acc; for (j = 0; j < 32; j++) for (i = 0; i < 32; i++) { ina[j * 32 + i] = (i == j) ? 2.0 : 0.0; inb[j * 32 + i] = (double) (i + j); } #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(acc) copyin(ina, inb) copyout(out) { #pragma acc loop gang worker for (k = 0; k < 32; k++) for (j = 0; j < 32; j++) { acc = 0; #pragma acc loop vector reduction(+:acc) for (i = 0; i < 32; i++) acc += ina[k * 32 + i] * inb[i * 32 + j]; out[k * 32 + j] = acc; } } for (j = 0; j < 32; j++) for (i = 0; i < 32; i++) assert (out[j * 32 + i] == (i + j) * 2); } /* Test of reduction on loop directive (workers, private reduction variable). */ void w_p_1() { int i, j, arr[1024], out[32], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(res) copyout(out) { #pragma acc loop gang for (j = 0; j < 32; j++) { res = 0; #pragma acc loop worker reduction(+:res) for (i = 0; i < 32; i++) res += arr[j * 32 + i]; out[j] = res; } } for (j = 0; j < 32; j++) { hres = 0; for (i = 0; i < 32; i++) hres += arr[j * 32 + i]; assert (out[j] == hres); } } /* Test of reduction on loop directive (workers and vectors, private reduction variable). */ void wv_p_1() { int i, j, arr[1024], out[32], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(res) copyout(out) { #pragma acc loop gang for (j = 0; j < 32; j++) { res = 0; #pragma acc loop worker vector reduction(+:res) for (i = 0; i < 32; i++) res += arr[j * 32 + i]; out[j] = res; } } for (j = 0; j < 32; j++) { hres = 0; for (i = 0; i < 32; i++) hres += arr[j * 32 + i]; assert (out[j] == hres); } } /* Test of reduction on loop directive (workers and vectors, private reduction variable). */ void wv_p_2() { int i, j, arr[32768], out[32], res = 0, hres = 0; for (i = 0; i < 32768; i++) arr[i] = i; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(res) copyout(out) { #pragma acc loop gang for (j = 0; j < 32; j++) { res = j; #pragma acc loop worker reduction(+:res) for (i = 0; i < 1024; i++) res += arr[j * 1024 + i]; #pragma acc loop vector reduction(+:res) for (i = 1023; i >= 0; i--) res += arr[j * 1024 + i]; out[j] = res; } } for (j = 0; j < 32; j++) { hres = j; for (i = 0; i < 1024; i++) hres += arr[j * 1024 + i] * 2; assert (out[j] == hres); } } /* Test of reduction on loop directive (workers and vectors, private reduction variable: gang-redundant mode). */ void wv_p_3() { int i, arr[1024], out[32], res = 0, hres = 0; for (i = 0; i < 1024; i++) arr[i] = i ^ 33; #pragma acc parallel num_gangs(32) num_workers(32) vector_length(32) \ private(res) copyin(arr) copyout(out) { /* Private variables aren't initialized by default in openacc. */ res = 0; /* "res" should be available at the end of the following loop (and should have the same value redundantly in each gang). */ #pragma acc loop worker vector reduction(+:res) for (i = 0; i < 1024; i++) res += arr[i]; #pragma acc loop gang (static: 1) for (i = 0; i < 32; i++) out[i] = res; } for (i = 0; i < 1024; i++) hres += arr[i]; for (i = 0; i < 32; i++) assert (out[i] == hres); } int main() { g_np_1(); gv_np_1(); gw_np_1(); gwv_np_1(); gwv_np_2(); gwv_np_3(); gwv_np_4(); v_p_1(); v_p_2(); w_p_1(); wv_p_1(); wv_p_2(); wv_p_3(); return 0; }