/* * The MIT License (MIT) * * Copyright (c) 2015-2022 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 namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { namespace driver { std::vector generate_arguments(const std::vector& shapes, unsigned long seed = 0) { std::vector args; std::transform(shapes.begin(), shapes.end(), std::back_inserter(args), [&](auto& s) { return to_gpu(generate_argument(s, seed++)); }); return args; } using milliseconds = std::chrono::duration; std::pair time_op(context& ictx, operation op, const std::vector& inputs, int n) { // TODO: Use std::ref migraphx::context ctx = ictx; auto& gctx = any_cast(ctx); auto output = op.compute_shape(inputs); op.finalize(ctx, output, inputs); auto args = generate_arguments(inputs); auto run = [&] { op.compute(ctx, output, args); ctx.finish(); }; run(); // Measure host time double host_time = 0.0; for(auto i : range(n)) { (void)i; host_time += time(run); } // Measure device time only for code_object ops which support it double device_time = 0.0; if(op.name() == "gpu::code_object") { gctx.enable_perf_measurement(); run(); for(auto i : range(n)) { (void)i; run(); device_time += gctx.get_elapsed_ms(); } } return std::make_pair(host_time / n, device_time / n); } } // namespace driver } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx