/* * 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 void run_prog(migraphx::program p, const migraphx::target& t, migraphx::parameter_map& m_in, std::vector& res) { p.compile(t); migraphx::parameter_map m; for(auto&& x : p.get_parameter_shapes()) { if(m_in.count(x.first) > 0) { m[x.first] = t.copy_to(m_in[x.first]); } else { m[x.first] = t.allocate(x.second); } } auto result = t.copy_from(p.eval(m).back()); result.visit([&](auto v) { res.assign(v.begin(), v.end()); }); } // This test ensures that the codegen path doesn't round up literals, // otherwise there are accuracy differences compared to ref. // The values being passed in are 0.5 * (1/0.00787402), // and after rounding must equal 63, not 64. TEST_CASE(mul_literal_round_test) { migraphx::program p; auto* mm = p.get_main_module(); migraphx::shape s0{migraphx::shape::float_type, {1}}; auto l0 = mm->add_parameter("a", s0); auto l1 = mm->add_literal(1 / 0.00787402f); auto mul = mm->add_instruction(migraphx::make_op("mul"), l0, l1); auto round = mm->add_instruction(migraphx::make_op("nearbyint"), mul); mm->add_return({round}); migraphx::parameter_map m; std::vector a = {0.5f}; m["a"] = migraphx::argument{s0, a.data()}; std::vector ref_result; migraphx::target ref_t = migraphx::make_target("ref"); run_prog(p, ref_t, m, ref_result); std::vector gpu_result; migraphx::target gpu_t = migraphx::make_target("gpu"); run_prog(p, gpu_t, m, gpu_result); EXPECT(migraphx::verify::verify_rms_range(gpu_result, ref_result)); } int main(int argc, const char* argv[]) { test::run(argc, argv); }