/* * Copyright (c) 2017 ARM Limited. * * SPDX-License-Identifier: MIT * * 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 "CL/CLAccessor.h" #include "CL/Helper.h" #include "Globals.h" #include "TensorLibrary.h" #include "benchmark/Datasets.h" #include "benchmark/Profiler.h" #include "benchmark/WallClockTimer.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/CL/CLScheduler.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/CLTensorAllocator.h" #include "arm_compute/runtime/CL/functions/CLPoolingLayer.h" #include "benchmark/benchmark_api.h" using namespace arm_compute; using namespace arm_compute::test; using namespace arm_compute::test::benchmark; using namespace arm_compute::test::cl; #include "benchmark/common/PoolingLayer.h" namespace { using PoolingLayerAlexNet = PoolingLayer; using PoolingLayerLeNet5 = PoolingLayer; using PoolingLayerGoogLeNet = PoolingLayer; } // namespace BENCHMARK_DEFINE_F(PoolingLayerAlexNet, cl_alexnet) (::benchmark::State &state) { while(state.KeepRunning()) { // Run function profiler.start(); pool_layer.run(); CLScheduler::get().sync(); profiler.stop(); } } BENCHMARK_REGISTER_F(PoolingLayerAlexNet, cl_alexnet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerAlexNet, cl_alexnet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerAlexNet, cl_alexnet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_DEFINE_F(PoolingLayerLeNet5, cl_lenet5) (::benchmark::State &state) { while(state.KeepRunning()) { // Run function profiler.start(); pool_layer.run(); CLScheduler::get().sync(); profiler.stop(); } } BENCHMARK_REGISTER_F(PoolingLayerLeNet5, cl_lenet5) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerLeNet5, cl_lenet5) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_DEFINE_F(PoolingLayerGoogLeNet, cl_googlenet) (::benchmark::State &state) { while(state.KeepRunning()) { // Run function profiler.start(); pool_layer.run(); CLScheduler::get().sync(); profiler.stop(); } } // FIXME: Add support for 7x7 pooling layer pool5/7x7_s1 BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched); BENCHMARK_REGISTER_F(PoolingLayerGoogLeNet, cl_googlenet) ->Threads(1) ->Apply(DataSetArgBatched);