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// RUN: %clang++ -ffast-math %O0TBAA -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -enzyme-loose-types -S | %lli -
// RUN: %clang++ -ffast-math -O1 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -S | %lli -
// RUN: %clang++ -ffast-math -O2 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -S
// RUN: %clang++ -ffast-math -O2 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -S | %lli -
// RUN: %clang++ -ffast-math -O3 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -S | %lli -
// RUN: %clang++ -ffast-math %O0TBAA -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -enzyme-inline=1 -S | %lli -
// RUN: %clang++ -ffast-math -O1 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -enzyme-inline=1 -S | %lli -
// RUN: %clang++ -ffast-math -O2 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -enzyme-inline=1 -S | %lli -
// RUN: %clang++ -ffast-math -O3 -fno-vectorize -fno-slp-vectorize -fno-unroll-loops -fno-exceptions %s -S -emit-llvm -o - | %opt - %OPloadEnzyme %enzyme -enzyme-inline=1 -S | %lli -
#include "../test_utils.h"
extern void __enzyme_autodiff(void*, double*, double*, int);
/*double max(double x, double y) {
return (x > y) ? x : y;
}*/
double reduce_max(double* vec, int size) {
double ret = -10000000;
double *maxes = (double*)malloc(sizeof(double)*size);
int count = 0;
for (int i = 0; i < size; i++) {
if (vec[i] > ret) {
count = 0;
ret = vec[i];
}
if (vec[i] == ret) {
maxes[count] = vec[i];
count++;
}
}
ret = 0;
for(int i=0; i<count; i++) {
ret += maxes[i];
}
ret /= count;
free(maxes);
return ret;
}
int main() {
double vec[] = {-1., 2., -0.2, 2., 1.};
double d_vec[] = {0., 0., 0., 0., 0.};
double max_val = reduce_max(vec, 5);
printf("reduce_max=%f\n", max_val);
__enzyme_autodiff((void*)reduce_max, vec, d_vec, 5);
for(int i=0; i<5; i++) {
printf("d_reduce_max(%i)=%f\n", i, d_vec[i]);
}
fflush(0);
double ans[] = {0, 0.5, 0, 0.5, 0};
for(int i=0; i<5; i++) {
APPROX_EQ(d_vec[i], ans[i], 1e-10);
}
}