test/edge/test_operator_registration.cpp

#include "kernel_runtime_context.h"
#include "operator_registry.h"

#include <gtest/gtest.h>

namespace torch {
namespace executor {

// add.out(Tensor self, Tensor other, *, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
TEST(OperatorRegistrationTest, Add) {
    EValue values[4];
    values[0] = EValue(at::ones({2, 3}));
    values[1] = EValue(at::ones({2, 3}));
    values[2] = EValue(int64_t(1));
    values[3] = EValue(at::zeros({2, 3}));
    ASSERT_TRUE(hasKernelFn("aten::add.out"));
    auto op = getKernelFn("aten::add.out");

    EValue* kernel_values[4];
    for (size_t i = 0; i < 4; i++) {
        kernel_values[i] = &values[i];
    }
    KernelRuntimeContext context{};
    op(context, kernel_values);
    at::Tensor expected = at::ones({2, 3});
    expected = at::fill(expected, 2);
    ASSERT_TRUE(expected.equal(kernel_values[3]->toTensor()));

}

// custom::add_3.out(Tensor a, Tensor b, Tensor c, *, Tensor(a!) out) -> Tensor(a!)
TEST(OperatorRegistrationTest, CustomAdd3) {
    EValue values[4];
    values[0] = EValue(at::ones({2, 3}));
    values[1] = EValue(at::ones({2, 3}));
    values[2] = EValue(at::ones({2, 3}));
    values[3] = EValue(at::zeros({2, 3}));
    ASSERT_TRUE(hasKernelFn("custom::add_3.out"));
    auto op = getKernelFn("custom::add_3.out");

    EValue* kernel_values[4];
    for (size_t i = 0; i < 4; i++) {
        kernel_values[i] = &values[i];
    }
    KernelRuntimeContext context{};
    op(context, kernel_values);
    at::Tensor expected = at::ones({2, 3});
    expected = at::fill(expected, 3);
    ASSERT_TRUE(expected.equal(kernel_values[3]->toTensor()));

}
} // namespace executor
} // namespace torch