/* * The MIT License (MIT) * * Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. */ #include "verify_program.hpp" #include #include #include struct test_select_module_conv : verify_program { migraphx::program create_program() const { migraphx::program p; auto* mm = p.get_main_module(); // create batch submodules auto create_submodule = [&](std::size_t batch_size, const std::string& module_name) { auto* submod = p.create_module(module_name); migraphx::shape sm_shape{migraphx::shape::float_type, {batch_size, 3, 4, 4}}; auto sm_input = submod->add_parameter("data", sm_shape); migraphx::shape weights_shape{migraphx::shape::float_type, {2, 3, 3, 3}}; std::vector weights_data(2 * 3 * 3 * 3, 2.0); auto weights = submod->add_literal(migraphx::literal{weights_shape, weights_data}); auto conv_ins = submod->add_instruction( migraphx::make_op("convolution", {{"padding", {1, 1}}}), sm_input, weights); submod->add_return({conv_ins}); return submod; }; auto* batch1 = create_submodule(1, "batch_1"); auto* batch2 = create_submodule(2, "batch_2"); auto* batch3 = create_submodule(3, "batch_3"); auto* batch4 = create_submodule(4, "batch_4"); migraphx::shape s{migraphx::shape::float_type, {{1, 4}, {3, 3}, {4, 4}, {4, 4}}}; auto input = mm->add_parameter("data", s); std::vector sub_shapes = {}; sub_shapes.push_back( migraphx::shape{migraphx::shape::float_type, {{1, 4}, {2, 2}, {4, 4}, {4, 4}}}); migraphx::shape out_attr = migraphx::shape{sub_shapes}; auto sm_ins = mm->add_instruction( migraphx::make_op("select_module", {{"output_dyn_shapes", migraphx::to_value(out_attr)}}), {input}, {batch1, batch2, batch3, batch4}); auto ret = mm->add_instruction(migraphx::make_op("get_tuple_elem", {{"index", 0}}), sm_ins); mm->add_return({ret}); return p; } };