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-rw-r--r--tests/benchmark_new/NEON/ActivationLayer.cpp61
-rw-r--r--tests/benchmark_new/NEON/ConvolutionLayer.cpp63
-rw-r--r--tests/benchmark_new/NEON/DirectConvolutionLayer.cpp51
-rw-r--r--tests/benchmark_new/NEON/FullyConnectedLayer.cpp63
-rw-r--r--tests/benchmark_new/NEON/GEMM.cpp59
-rw-r--r--tests/benchmark_new/NEON/NormalizationLayer.cpp56
-rw-r--r--tests/benchmark_new/NEON/PoolingLayer.cpp63
-rw-r--r--tests/benchmark_new/NEON/SYSTEM/AlexNet.cpp67
-rw-r--r--tests/benchmark_new/NEON/SYSTEM/LeNet5.cpp60
9 files changed, 543 insertions, 0 deletions
diff --git a/tests/benchmark_new/NEON/ActivationLayer.cpp b/tests/benchmark_new/NEON/ActivationLayer.cpp
new file mode 100644
index 0000000000..75e98c4ccb
--- /dev/null
+++ b/tests/benchmark_new/NEON/ActivationLayer.cpp
@@ -0,0 +1,61 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEActivationLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/ActivationLayerDataset.h"
+#include "tests/fixtures_new/ActivationLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEActivationLayerFixture = ActivationLayerFixture<Tensor, NEActivationLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetActivationLayer, NEActivationLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::AlexNetActivationLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ActivationLayer, NEActivationLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ActivationLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetActivationLayer, NEActivationLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetActivationLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/ConvolutionLayer.cpp b/tests/benchmark_new/NEON/ConvolutionLayer.cpp
new file mode 100644
index 0000000000..57d046e9a5
--- /dev/null
+++ b/tests/benchmark_new/NEON/ConvolutionLayer.cpp
@@ -0,0 +1,63 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEConvolutionLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/AlexNetConvolutionLayerDataset.h"
+#include "tests/datasets_new/GoogLeNetConvolutionLayerDataset.h"
+#include "tests/datasets_new/LeNet5ConvolutionLayerDataset.h"
+#include "tests/fixtures_new/ConvolutionLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEConvolutionLayerFixture = ConvolutionLayerFixture<Tensor, NEConvolutionLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEConvolutionLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEConvolutionLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetConvolutionLayer, NEConvolutionLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetConvolutionLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp b/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp
new file mode 100644
index 0000000000..a63cbae8e5
--- /dev/null
+++ b/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp
@@ -0,0 +1,51 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEDirectConvolutionLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/DirectConvolutionLayerDataset.h"
+#include "tests/fixtures_new/ConvolutionLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEDirectConvolutionLayerFixture = ConvolutionLayerFixture<Tensor, NEDirectConvolutionLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(DirectConvolutionLayer, NEDirectConvolutionLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::DirectConvolutionLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/FullyConnectedLayer.cpp b/tests/benchmark_new/NEON/FullyConnectedLayer.cpp
new file mode 100644
index 0000000000..75815ad363
--- /dev/null
+++ b/tests/benchmark_new/NEON/FullyConnectedLayer.cpp
@@ -0,0 +1,63 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/AlexNetFullyConnectedLayerDataset.h"
+#include "tests/datasets_new/GoogLeNetFullyConnectedLayerDataset.h"
+#include "tests/datasets_new/LeNet5FullyConnectedLayerDataset.h"
+#include "tests/fixtures_new/FullyConnectedLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEFullyConnectedLayerFixture = FullyConnectedLayerFixture<Tensor, NEFullyConnectedLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, NEFullyConnectedLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, NEFullyConnectedLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetFullyConnectedLayer, NEFullyConnectedLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetFullyConnectedLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/GEMM.cpp b/tests/benchmark_new/NEON/GEMM.cpp
new file mode 100644
index 0000000000..2ba9a71664
--- /dev/null
+++ b/tests/benchmark_new/NEON/GEMM.cpp
@@ -0,0 +1,59 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEGEMM.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/GoogLeNetGEMMDataset.h"
+#include "tests/fixtures_new/GEMMFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace
+{
+auto data_types = framework::dataset::make("Data type",
+{
+#if ARM_COMPUTE_ENABLE_FP16
+ DataType::F16,
+#endif /* ARM_COMPUTE_ENABLE_FP16 */
+ DataType::F32,
+ DataType::QS8
+});
+} // namespace
+
+using NEGEMMFixture = GEMMFixture<Tensor, NEGEMM>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetGEMM, NEGEMMFixture, framework::dataset::combine(datasets::GoogLeNetGEMMDataset(), std::move(data_types)));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/NormalizationLayer.cpp b/tests/benchmark_new/NEON/NormalizationLayer.cpp
new file mode 100644
index 0000000000..d9f1323620
--- /dev/null
+++ b/tests/benchmark_new/NEON/NormalizationLayer.cpp
@@ -0,0 +1,56 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NENormalizationLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/NormalizationLayerDataset.h"
+#include "tests/fixtures_new/NormalizationLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NENormalizationLayerFixture = NormalizationLayerFixture<Tensor, NENormalizationLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetNormalizationLayer, NENormalizationLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::AlexNetNormalizationLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetNormalizationLayer, NENormalizationLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetNormalizationLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/PoolingLayer.cpp b/tests/benchmark_new/NEON/PoolingLayer.cpp
new file mode 100644
index 0000000000..fdaadd0493
--- /dev/null
+++ b/tests/benchmark_new/NEON/PoolingLayer.cpp
@@ -0,0 +1,63 @@
+/*
+ * 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 "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "arm_compute/runtime/TensorAllocator.h"
+#include "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/AlexNetPoolingLayerDataset.h"
+#include "tests/datasets_new/GoogLeNetPoolingLayerDataset.h"
+#include "tests/datasets_new/LeNet5PoolingLayerDataset.h"
+#include "tests/fixtures_new/PoolingLayerFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEPoolingLayerFixture = PoolingLayerFixture<Tensor, NEPoolingLayer, neon::NEAccessor>;
+
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetPoolingLayer, NEPoolingLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::AlexNetPoolingLayerDataset(),
+ framework::dataset::make("Data type", { DataType::F32, DataType::QS8 })),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5PoolingLayer, NEPoolingLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::LeNet5PoolingLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetPoolingLayer, NEPoolingLayerFixture,
+ framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetPoolingLayerDataset(),
+ framework::dataset::make("Data type", DataType::F32)),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/SYSTEM/AlexNet.cpp b/tests/benchmark_new/NEON/SYSTEM/AlexNet.cpp
new file mode 100644
index 0000000000..2a50bc9d85
--- /dev/null
+++ b/tests/benchmark_new/NEON/SYSTEM/AlexNet.cpp
@@ -0,0 +1,67 @@
+/*
+ * 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 "arm_compute/core/TensorShape.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 "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/datasets_new/ActivationLayerDataset.h"
+#include "tests/fixtures_new/AlexNetFixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NEAlexNetFixture = AlexNetFixture<ITensor,
+ Tensor,
+ SubTensor,
+ neon::NEAccessor,
+ NEActivationLayer,
+ NEConvolutionLayer,
+ NEFullyConnectedLayer,
+ NENormalizationLayer,
+ NEPoolingLayer,
+ NESoftmaxLayer>;
+
+TEST_SUITE(SYSTEM_TEST)
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(AlexNet, NEAlexNetFixture,
+ framework::dataset::combine(framework::dataset::make("Data type", { DataType::F32, DataType::QS8 }),
+ framework::dataset::make("Batches", { 1, 4, 8 })));
+
+TEST_SUITE_END()
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark_new/NEON/SYSTEM/LeNet5.cpp b/tests/benchmark_new/NEON/SYSTEM/LeNet5.cpp
new file mode 100644
index 0000000000..3957ce76b9
--- /dev/null
+++ b/tests/benchmark_new/NEON/SYSTEM/LeNet5.cpp
@@ -0,0 +1,60 @@
+/*
+ * 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 "arm_compute/core/TensorShape.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 "framework/Macros.h"
+#include "framework/datasets/Datasets.h"
+#include "tests/NEON/NEAccessor.h"
+#include "tests/TypePrinter.h"
+#include "tests/fixtures_new/LeNet5Fixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+using NELeNet5Fixture = LeNet5Fixture<Tensor,
+ neon::NEAccessor,
+ NEActivationLayer,
+ NEConvolutionLayer,
+ NEFullyConnectedLayer,
+ NEPoolingLayer,
+ NESoftmaxLayer>;
+
+TEST_SUITE(SYSTEM_TEST)
+TEST_SUITE(NEON)
+
+REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5, NELeNet5Fixture,
+ framework::dataset::make("Batches", { 1, 4, 8 }));
+
+TEST_SUITE_END()
+TEST_SUITE_END()
+} // namespace test
+} // namespace arm_compute