| 736 | } |
| 737 | |
| 738 | bool test_graph_save_load_roundtrip_execution() { |
| 739 | try { |
| 740 | const std::string filename = "test_graph_save_load_roundtrip.cg"; |
| 741 | |
| 742 | CactusGraph original; |
| 743 | size_t input_a = original.input({2, 3}, Precision::FP16); |
| 744 | size_t input_b = original.input({2, 3}, Precision::FP16); |
| 745 | size_t sum_id = original.add(input_a, input_b); |
| 746 | size_t pow_id = original.pow(sum_id, 2.0f); |
| 747 | |
| 748 | std::vector<__fp16> data_a = {1, 2, 3, 4, 5, 6}; |
| 749 | std::vector<__fp16> data_b = {10, 20, 30, 40, 50, 60}; |
| 750 | |
| 751 | original.set_input(input_a, data_a.data(), Precision::FP16); |
| 752 | original.set_input(input_b, data_b.data(), Precision::FP16); |
| 753 | original.execute(); |
| 754 | |
| 755 | __fp16* original_output = static_cast<__fp16*>(original.get_output(pow_id)); |
| 756 | std::vector<float> expected(6); |
| 757 | for (size_t i = 0; i < expected.size(); ++i) { |
| 758 | expected[i] = static_cast<float>(original_output[i]); |
| 759 | } |
| 760 | |
| 761 | original.save(filename); |
| 762 | |
| 763 | CactusGraph loaded = CactusGraph::load(filename); |
| 764 | GraphFile::SerializedGraph loaded_graph = GraphFile::load_graph(filename); |
| 765 | const size_t loaded_input_a = runtime_id_from_serialized_index(loaded_graph.graph_inputs[0]); |
| 766 | const size_t loaded_input_b = runtime_id_from_serialized_index(loaded_graph.graph_inputs[1]); |
| 767 | const size_t loaded_output_id = runtime_id_from_serialized_index(loaded_graph.graph_outputs[0]); |
| 768 | |
| 769 | loaded.set_input(loaded_input_a, data_a.data(), Precision::FP16); |
| 770 | loaded.set_input(loaded_input_b, data_b.data(), Precision::FP16); |
| 771 | loaded.execute(); |
| 772 | |
| 773 | __fp16* loaded_output = static_cast<__fp16*>(loaded.get_output(loaded_output_id)); |
| 774 | for (size_t i = 0; i < expected.size(); ++i) { |
| 775 | float got = static_cast<float>(loaded_output[i]); |
| 776 | if (std::abs(got - expected[i]) > 1e-3f) { |
| 777 | std::cout << "[graph_save_load_roundtrip] mismatch at index " << i |
| 778 | << ": got=" << got |
| 779 | << " expected(original)=" << expected[i] << std::endl; |
| 780 | std::remove(filename.c_str()); |
| 781 | return false; |
| 782 | } |
| 783 | } |
| 784 | |
| 785 | std::remove(filename.c_str()); |
| 786 | return true; |
| 787 | } catch (const std::exception& e) { |
| 788 | std::cout << "[graph_save_load_roundtrip] exception: " << e.what() << std::endl; |
| 789 | return false; |
| 790 | } |
| 791 | } |
| 792 | |
| 793 | bool test_graph_save_for_inspection() { |
| 794 | try { |
no test coverage detected