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authorMoritz Pflanzer <moritz.pflanzer@arm.com>2017-07-05 10:52:21 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 14:16:42 +0100
commitee493ae23b8cd6de5a6c578cea34bccb478d2f64 (patch)
tree154d1f8652f659128d3d76a1ac49cc942816b090 /tests/benchmark/system_tests
parentd7a5d22dd6b2a968469ea511f11907b131ec1c67 (diff)
downloadComputeLibrary-ee493ae23b8cd6de5a6c578cea34bccb478d2f64.tar.gz
COMPMID-415: Port benchmark tests and remove google benchmark
Change-Id: I2f17720a4e974b2cc4481f2884d9f351e8f78b5f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79776 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'tests/benchmark/system_tests')
-rw-r--r--tests/benchmark/system_tests/CL/AlexNet.cpp86
-rw-r--r--tests/benchmark/system_tests/CL/LeNet5.cpp81
-rw-r--r--tests/benchmark/system_tests/NEON/AlexNet.cpp119
-rw-r--r--tests/benchmark/system_tests/NEON/LeNet5.cpp79
-rw-r--r--tests/benchmark/system_tests/common/AlexNet.h95
-rw-r--r--tests/benchmark/system_tests/common/LeNet5.h82
6 files changed, 0 insertions, 542 deletions
diff --git a/tests/benchmark/system_tests/CL/AlexNet.cpp b/tests/benchmark/system_tests/CL/AlexNet.cpp
deleted file mode 100644
index 04b65b8c39..0000000000
--- a/tests/benchmark/system_tests/CL/AlexNet.cpp
+++ /dev/null
@@ -1,86 +0,0 @@
-/*
- * 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 "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); \ No newline at end of file
diff --git a/tests/benchmark/system_tests/CL/LeNet5.cpp b/tests/benchmark/system_tests/CL/LeNet5.cpp
deleted file mode 100644
index 60bb37a35b..0000000000
--- a/tests/benchmark/system_tests/CL/LeNet5.cpp
+++ /dev/null
@@ -1,81 +0,0 @@
-/*
- * 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 "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/CLActivationLayer.h"
-#include "arm_compute/runtime/CL/functions/CLConvolutionLayer.h"
-#include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.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/LeNet5.h"
-
-namespace
-{
-using LeNet5SystemTest = LeNet5Fixture<CLTensor,
- CLAccessor,
- CLActivationLayer,
- CLConvolutionLayer,
- CLFullyConnectedLayer,
- CLPoolingLayer,
- CLSoftmaxLayer>;
-} // namespace
-
-BENCHMARK_DEFINE_F(LeNet5SystemTest, cl_lenet5)
-(::benchmark::State &state)
-{
- while(state.KeepRunning())
- {
- // Run LeNet5
- profiler.start();
- network.run();
- CLScheduler::get().sync();
- profiler.stop();
- }
-}
-
-BENCHMARK_REGISTER_F(LeNet5SystemTest, cl_lenet5)
-->Threads(1)
-->Iterations(10)
-->ArgName("batch_size")
-->Arg(1)
-->Arg(16)
-->Arg(32);
diff --git a/tests/benchmark/system_tests/NEON/AlexNet.cpp b/tests/benchmark/system_tests/NEON/AlexNet.cpp
deleted file mode 100644
index 530c400ae3..0000000000
--- a/tests/benchmark/system_tests/NEON/AlexNet.cpp
+++ /dev/null
@@ -1,119 +0,0 @@
-/*
- * 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 "Globals.h"
-#include "NEON/NEAccessor.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/NEON/functions/NEActivationLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEConvolutionLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h"
-#include "arm_compute/runtime/NEON/functions/NENormalizationLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h"
-#include "arm_compute/runtime/NEON/functions/NESoftmaxLayer.h"
-#include "arm_compute/runtime/SubTensor.h"
-#include "arm_compute/runtime/Tensor.h"
-#include "arm_compute/runtime/TensorAllocator.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::neon;
-
-#include "benchmark/system_tests/common/AlexNet.h"
-
-namespace
-{
-using AlexNetSystemTestF32 = AlexNetFixture<ITensor,
- Tensor,
- SubTensor,
- NEAccessor,
- NEActivationLayer,
- NEConvolutionLayer,
- NEFullyConnectedLayer,
- NENormalizationLayer,
- NEPoolingLayer,
- NESoftmaxLayer,
- DataType::F32>;
-
-using AlexNetSystemTestQS8 = AlexNetFixture<ITensor,
- Tensor,
- SubTensor,
- NEAccessor,
- NEActivationLayer,
- NEConvolutionLayer,
- NEFullyConnectedLayer,
- NENormalizationLayer,
- NEPoolingLayer,
- NESoftmaxLayer,
- DataType::QS8>;
-} // namespace
-
-// F32
-BENCHMARK_DEFINE_F(AlexNetSystemTestF32, neon_alexnet)
-(::benchmark::State &state)
-{
- while(state.KeepRunning())
- {
- // Run AlexNet
- profiler.start();
- network.run();
- profiler.stop();
- }
-}
-
-BENCHMARK_REGISTER_F(AlexNetSystemTestF32, neon_alexnet)
-->Threads(1)
-->Iterations(10)
-->ArgName("batch_size")
-->Arg(1)
-->Arg(4)
-->Arg(8);
-
-// QS8
-BENCHMARK_DEFINE_F(AlexNetSystemTestQS8, neon_alexnet)
-(::benchmark::State &state)
-{
- while(state.KeepRunning())
- {
- // Run AlexNet
- profiler.start();
- network.run();
- profiler.stop();
- }
-}
-
-BENCHMARK_REGISTER_F(AlexNetSystemTestQS8, neon_alexnet)
-->Threads(1)
-->Iterations(10)
-->ArgName("batch_size")
-->Arg(1)
-->Arg(4)
-->Arg(8); \ No newline at end of file
diff --git a/tests/benchmark/system_tests/NEON/LeNet5.cpp b/tests/benchmark/system_tests/NEON/LeNet5.cpp
deleted file mode 100644
index 8724d8ba3a..0000000000
--- a/tests/benchmark/system_tests/NEON/LeNet5.cpp
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * 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 "Globals.h"
-#include "NEON/NEAccessor.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/NEON/functions/NEActivationLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEConvolutionLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h"
-#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h"
-#include "arm_compute/runtime/NEON/functions/NESoftmaxLayer.h"
-#include "arm_compute/runtime/Tensor.h"
-#include "arm_compute/runtime/TensorAllocator.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::neon;
-
-#include "benchmark/system_tests/common/LeNet5.h"
-
-namespace
-{
-using LeNet5SystemTest = LeNet5Fixture<Tensor,
- NEAccessor,
- NEActivationLayer,
- NEConvolutionLayer,
- NEFullyConnectedLayer,
- NEPoolingLayer,
- NESoftmaxLayer>;
-} // namespace
-
-BENCHMARK_DEFINE_F(LeNet5SystemTest, neon_lenet5)
-(::benchmark::State &state)
-{
- while(state.KeepRunning())
- {
- // Run LeNet5
- profiler.start();
- network.run();
- profiler.stop();
- }
-}
-
-BENCHMARK_REGISTER_F(LeNet5SystemTest, neon_lenet5)
-->Threads(1)
-->Iterations(10)
-->ArgName("batch_size")
-->Arg(1)
-->Arg(16)
-->Arg(32);
diff --git a/tests/benchmark/system_tests/common/AlexNet.h b/tests/benchmark/system_tests/common/AlexNet.h
deleted file mode 100644
index 46e26bf723..0000000000
--- a/tests/benchmark/system_tests/common/AlexNet.h
+++ /dev/null
@@ -1,95 +0,0 @@
-/*
- * 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.
- */
-#ifndef __ARM_COMPUTE_TEST_BENCHMARK_ALEXNET_H__
-#define __ARM_COMPUTE_TEST_BENCHMARK_ALEXNET_H__
-
-#include "tests/TensorLibrary.h"
-#include "tests/Utils.h"
-
-#include "benchmark/Profiler.h"
-#include "benchmark/WallClockTimer.h"
-
-#include "model_objects/AlexNet.h"
-
-using namespace arm_compute;
-using namespace arm_compute::test;
-using namespace arm_compute::test::benchmark;
-
-namespace arm_compute
-{
-namespace test
-{
-namespace benchmark
-{
-template <typename ITensorType,
- typename TensorType,
- typename SubTensorType,
- typename Accessor,
- typename ActivationLayerFunction,
- typename ConvolutionLayerFunction,
- typename FullyConnectedLayerFunction,
- typename NormalizationLayerFunction,
- typename PoolingLayerFunction,
- typename SoftmaxLayerFunction,
- DataType dt = DataType::F32>
-class AlexNetFixture : public ::benchmark::Fixture
-{
-public:
- void SetUp(::benchmark::State &state) override
- {
- profiler.add(std::make_shared<WallClockTimer>());
-
- const unsigned int batches = static_cast<unsigned int>(state.range(0));
- const bool weights_transposed = true;
-
- network.init_weights(batches, weights_transposed);
- network.build();
- network.allocate();
- network.fill_random();
- }
-
- void TearDown(::benchmark::State &state) override
- {
- profiler.submit(state);
- network.clear();
- }
-
- Profiler profiler{};
- model_objects::AlexNet<ITensorType,
- TensorType,
- SubTensorType,
- Accessor,
- ActivationLayerFunction,
- ConvolutionLayerFunction,
- FullyConnectedLayerFunction,
- NormalizationLayerFunction,
- PoolingLayerFunction,
- SoftmaxLayerFunction,
- dt>
- network{};
-};
-} // namespace benchmark
-} // namespace test
-} // namespace arm_compute
-#endif //__ARM_COMPUTE_TEST_BENCHMARK_ALEXNET_H__
diff --git a/tests/benchmark/system_tests/common/LeNet5.h b/tests/benchmark/system_tests/common/LeNet5.h
deleted file mode 100644
index a2d0cd577c..0000000000
--- a/tests/benchmark/system_tests/common/LeNet5.h
+++ /dev/null
@@ -1,82 +0,0 @@
-/*
- * 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.
- */
-#ifndef __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__
-#define __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__
-
-#include "tests/TensorLibrary.h"
-#include "tests/Utils.h"
-
-#include "benchmark/Profiler.h"
-#include "benchmark/WallClockTimer.h"
-
-#include "model_objects/LeNet5.h"
-
-using namespace arm_compute;
-using namespace arm_compute::test;
-using namespace arm_compute::test::benchmark;
-
-namespace arm_compute
-{
-namespace test
-{
-namespace benchmark
-{
-template <typename TensorType,
- typename Accessor,
- typename ActivationLayerFunction,
- typename ConvolutionLayerFunction,
- typename FullyConnectedLayerFunction,
- typename PoolingLayerFunction,
- typename SoftmaxLayerFunction>
-class LeNet5Fixture : public ::benchmark::Fixture
-{
-public:
- void SetUp(::benchmark::State &state) override
- {
- profiler.add(std::make_shared<WallClockTimer>());
-
- network.build(static_cast<unsigned int>(state.range(0)));
- network.fill_random();
- }
-
- void TearDown(::benchmark::State &state) override
- {
- profiler.submit(state);
- network.clear();
- }
-
- Profiler profiler{};
- model_objects::LeNet5<TensorType,
- Accessor,
- ActivationLayerFunction,
- ConvolutionLayerFunction,
- FullyConnectedLayerFunction,
- PoolingLayerFunction,
- SoftmaxLayerFunction>
- network{};
-};
-} // namespace benchmark
-} // namespace test
-} // namespace arm_compute
-#endif /* __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ */