tests/benchmark/system_tests/CL/AlexNet.cpp

/*
 * 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
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 */
#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/CLSubTensor.h"
#include "arm_compute/runtime/CL/CLTensor.h"
#include "arm_compute/runtime/CL/CLTensorAllocator.h"
#include "arm_compute/runtime/CL/functions/CLActivationLayer.h"
#include "arm_compute/runtime/CL/functions/CLConvolutionLayer.h"
#include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h"
#include "arm_compute/runtime/CL/functions/CLNormalizationLayer.h"
#include "arm_compute/runtime/CL/functions/CLPoolingLayer.h"
#include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.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/system_tests/common/AlexNet.h"

namespace
{
using AlexNetSystemTest = AlexNetFixture<ICLTensor,
      CLTensor,
      CLSubTensor,
      CLAccessor,
      CLActivationLayer,
      CLConvolutionLayer,
      CLFullyConnectedLayer,
      CLNormalizationLayer,
      CLPoolingLayer,
      CLSoftmaxLayer>;
} // namespace

BENCHMARK_DEFINE_F(AlexNetSystemTest, cl_alexnet)
(::benchmark::State &state)
{
    while(state.KeepRunning())
    {
        // Run AlexNet
        profiler.start();
        network.run();
        CLScheduler::get().sync();
        profiler.stop();
    }
}

BENCHMARK_REGISTER_F(AlexNetSystemTest, cl_alexnet)
->Threads(1)
->Iterations(10)
->ArgName("batch_size")
->Arg(1)
->Arg(4)
->Arg(8);