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pytorch/test/cpp/api/dispatch.cpp
2024-10-04 07:30:51 +00:00

50 lines
1.6 KiB
C++

#include <gtest/gtest.h>
#include <ATen/native/Pow.h>
#include <c10/util/env.h>
#include <c10/util/irange.h>
#include <test/cpp/api/support.h>
#include <torch/torch.h>
#include <torch/types.h>
#include <torch/utils.h>
#include <cstdlib>
#include <vector>
struct DispatchTest : torch::test::SeedingFixture {};
TEST_F(DispatchTest, TestAVX2) {
const std::vector<int> ints{1, 2, 3, 4};
const std::vector<int> result{1, 4, 27, 256};
const auto vals_tensor = torch::tensor(ints);
const auto pows_tensor = torch::tensor(ints);
c10::utils::set_env("ATEN_CPU_CAPABILITY", "avx2");
const auto actual_pow_avx2 = vals_tensor.pow(pows_tensor);
for (const auto i : c10::irange(4)) {
ASSERT_EQ(result[i], actual_pow_avx2[i].item<int>());
}
}
TEST_F(DispatchTest, TestAVX512) {
const std::vector<int> ints{1, 2, 3, 4};
const std::vector<int> result{1, 4, 27, 256};
const auto vals_tensor = torch::tensor(ints);
const auto pows_tensor = torch::tensor(ints);
c10::utils::set_env("ATEN_CPU_CAPABILITY", "avx512");
const auto actual_pow_avx512 = vals_tensor.pow(pows_tensor);
for (const auto i : c10::irange(4)) {
ASSERT_EQ(result[i], actual_pow_avx512[i].item<int>());
}
}
TEST_F(DispatchTest, TestDefault) {
const std::vector<int> ints{1, 2, 3, 4};
const std::vector<int> result{1, 4, 27, 256};
const auto vals_tensor = torch::tensor(ints);
const auto pows_tensor = torch::tensor(ints);
c10::utils::set_env("ATEN_CPU_CAPABILITY", "default");
const auto actual_pow_default = vals_tensor.pow(pows_tensor);
for (const auto i : c10::irange(4)) {
ASSERT_EQ(result[i], actual_pow_default[i].item<int>());
}
}