/* * 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 #include #include #include #include #include #include TEST_CASE(clip_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s{migraphx::shape::float_type, {3}}; auto l = mm->add_literal(migraphx::literal{s, {-1.0, 0.0, 10.0}}); auto min_val = mm->add_literal(0.0f); auto max_val = mm->add_literal(6.0f); min_val = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {3}}}), min_val); max_val = mm->add_instruction(migraphx::make_op("multibroadcast", {{"out_lens", {3}}}), max_val); mm->add_instruction(migraphx::make_op("clip"), l, min_val, max_val); p.compile(migraphx::make_target("ref")); auto result = p.eval({}).back(); std::vector results_vector(3); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold = {0.0, 0.0, 6.0}; EXPECT(migraphx::verify::verify_range(results_vector, gold)); } TEST_CASE(clip_dyn_test) { migraphx::program p; auto* mm = p.get_main_module(); std::vector dds = {{2, 8, {3}}}; migraphx::shape s{migraphx::shape::float_type, dds}; auto l = mm->add_parameter("X", s); auto min_val = mm->add_literal(0.0f); auto max_val = mm->add_literal(6.0f); min_val = mm->add_instruction(migraphx::make_op("multibroadcast"), min_val, l); max_val = mm->add_instruction(migraphx::make_op("multibroadcast"), max_val, l); mm->add_instruction(migraphx::make_op("clip"), l, min_val, max_val); p.compile(migraphx::make_target("ref")); migraphx::shape static_shape{migraphx::shape::float_type, {3}}; migraphx::parameter_map params; std::vector data = {-1.0, 0.0, 10.0}; params["X"] = migraphx::argument(static_shape, data.data()); auto result = p.eval(params).back(); std::vector results_vector(3); result.visit([&](auto output) { results_vector.assign(output.begin(), output.end()); }); std::vector gold = {0.0, 0.0, 6.0}; EXPECT(migraphx::verify::verify_range(results_vector, gold)); }