mlx/benchmarks/cpp/compare_devices.cpp

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2023-12-01 03:12:53 +08:00
// Copyright © 2023 Apple Inc.
2023-11-30 02:52:08 +08:00
#include <iostream>
#include "mlx/mlx.h"
#include "time_utils.h"
using namespace mlx::core;
void time_add_op() {
std::vector<int> sizes(1, 1);
for (int i = 0; i < 9; ++i) {
sizes.push_back(10 * sizes.back());
}
set_default_device(Device::cpu);
for (auto size : sizes) {
auto a = random::uniform({size});
auto b = random::uniform({size});
eval(a, b);
std::cout << "Size " << size << std::endl;
TIMEM("cpu", add, a, b, Device::cpu);
TIMEM("gpu", add, a, b, Device::gpu);
}
}
int main() {
time_add_op();
}