#include #include #include #include #include #include #include #include #include #include "test.hpp" TEST_CASE(instance_norm_test) { migraphx::program p = migraphx::parse_onnx("instance_norm_val_test.onnx"); p.compile(migraphx::cpu::target{}); auto result = p.eval({}).back(); std::vector result_vector(9); result.visit([&](auto output) { result_vector.assign(output.begin(), output.end()); }); std::vector gold = {-1.54919, -1.16189, -0.774596, -0.387298, 0, 0.387298, 0.774596, 1.16189, 1.54919, -2.09838, -1.32379, -0.549192, 0.225404, 1, 1.7746, 2.54919, 3.32379, 4.09838}; EXPECT(migraphx::verify_range(result_vector, gold)); } TEST_CASE(gather_elements) { migraphx::program p = migraphx::parse_onnx("gather_elements_axis0_test.onnx"); p.compile(migraphx::cpu::target{}); migraphx::shape s_data{migraphx::shape::float_type, {3, 4}}; std::vector data = { 0.25, 0.75, 0.9375, 0.4375, 0.6875, 0.5625, -0.875, 0.1875, -0.125, 0.5, -0.9375, -0.0625}; migraphx::shape s_ind{migraphx::shape::int32_type, {2, 3}}; std::vector ind = {2, 1, 2, 0, 1, 0}; migraphx::program::parameter_map pp; pp["data"] = migraphx::argument(s_data, data.data()); pp["indices"] = migraphx::argument(s_ind, ind.data()); auto result = p.eval(pp).back(); std::vector result_vector; result.visit([&](auto output) { result_vector.assign(output.begin(), output.end()); }); std::vector gold = {-0.125, 0.5625, -0.9375, 0.25, 0.5625, 0.9375}; EXPECT(migraphx::verify_range(result_vector, gold)); } int main(int argc, const char* argv[]) { test::run(argc, argv); }