#include #include #include #include #include #include #include #include #include #include "test.hpp" TEST_CASE(argmax_test_nonstd_shape) { migraphx::program p; auto* mm = p.get_main_module(); std::vector data = {1.2255, 1.6834, -2.0305, -0.3221, 0.4701, 0.2583, 0.7545, 2.5758, -1.6849, 0.0928, 0.9022, -0.8765, -0.4090, 0.9301, 2.0724, -1.5706, 0.4867, -0.1493, 0.6957, -0.2179, 0.7142, 0.7177, 0.0183, 1.3497}; migraphx::shape data_shape{migraphx::shape::float_type, {2, 3, 4}}; auto dl = mm->add_literal(migraphx::literal{data_shape, data}); auto dl_trans = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 2, 0}}}), dl); mm->add_instruction(migraphx::make_op("argmax", {{"axis", -3}}), dl_trans); auto p_uncompiled = p; p.compile(migraphx::ref::target{}); auto result = p.eval({}).back(); auto res_gold = p_uncompiled.eval({}).back(); std::vector result_vec; result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); }); std::vector res_gold_vec; res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify_range(result_vec, res_gold_vec)); } TEST_CASE(argmin_test_nonstd_shape) { migraphx::program p; auto* mm = p.get_main_module(); std::vector data = {1.2255, 1.6834, -2.0305, -0.3221, 0.4701, 0.2583, 0.7545, 2.5758, -1.6849, 0.0928, 0.9022, -0.8765, -0.4090, 0.9301, 2.0724, -1.5706, 0.4867, -0.1493, 0.6957, -0.2179, 0.7142, 0.7177, 0.0183, 1.3497}; migraphx::shape data_shape{migraphx::shape::float_type, {2, 3, 4}}; auto dl = mm->add_literal(migraphx::literal{data_shape, data}); auto dl_trans = mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 2, 0}}}), dl); mm->add_instruction(migraphx::make_op("argmin", {{"axis", -1}}), dl_trans); auto p_uncompiled = p; p.compile(migraphx::ref::target{}); auto result = p.eval({}).back(); auto res_gold = p_uncompiled.eval({}).back(); std::vector result_vec; result.visit([&](auto output) { result_vec.assign(output.begin(), output.end()); }); std::vector res_gold_vec; res_gold.visit([&](auto output) { res_gold_vec.assign(output.begin(), output.end()); }); EXPECT(migraphx::verify_range(result_vec, res_gold_vec)); } int main(int argc, const char* argv[]) { test::run(argc, argv); }