COMPMID-761: Add CL/NEON HOGDescriptor benchmark tests

Change-Id: I19bb658b0f06b0733fa62a6745c6163e0648a8b0
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128240
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>

3 files changed, 230 insertions, 0 deletions

diff --git a/tests/benchmark/CL/HOGDescriptor.cpp b/tests/benchmark/CL/HOGDescriptor.cpp
new file mode 100644
index 0000000000..f78027eb62
--- /dev/null
+++ b/tests/benchmark/CL/HOGDescriptor.cpp
@@ -0,0 +1,66 @@
+/*
+ * Copyright (c) 2018 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/Types.h"
+#include "arm_compute/runtime/CL/CLHOG.h"
+#include "arm_compute/runtime/CL/CLTensor.h"
+#include "arm_compute/runtime/CL/functions/CLHOGDescriptor.h"
+#include "tests/CL/CLAccessor.h"
+#include "tests/benchmark/fixtures/HOGDescriptorFixture.h"
+#include "tests/datasets/HOGDescriptorDataset.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+using CLHOGDescriptorFixture = HOGDescriptorFixture<CLTensor, CLHOG, CLHOGDescriptor, CLAccessor>;
+
+TEST_SUITE(CL)
+TEST_SUITE(HOGDescriptor)
+
+// *INDENT-OFF*
+// clang-format off
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, CLHOGDescriptorFixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(
+                                datasets::SmallHOGDescriptorDataset(),
+                                framework::dataset::make("Format", { Format::U8 })),
+                                framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, CLHOGDescriptorFixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(
+                                datasets::LargeHOGDescriptorDataset(),
+                                framework::dataset::make("Format", { Format::U8 })),
+                                framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})));
+// clang-format on
+// *INDENT-ON*
+
+TEST_SUITE_END() // HOGDescriptor
+TEST_SUITE_END() // CL
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark/NEON/HOGDescriptor.cpp b/tests/benchmark/NEON/HOGDescriptor.cpp
new file mode 100644
index 0000000000..daf201fd63
--- /dev/null
+++ b/tests/benchmark/NEON/HOGDescriptor.cpp
@@ -0,0 +1,65 @@
+/*
+ * Copyright (c) 2018 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/runtime/HOG.h"
+#include "arm_compute/runtime/NEON/functions/NEHOGDescriptor.h"
+#include "arm_compute/runtime/Tensor.h"
+#include "tests/NEON/Accessor.h"
+#include "tests/benchmark/fixtures/HOGDescriptorFixture.h"
+#include "tests/datasets/HOGDescriptorDataset.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+using NEHOGDescriptorFixture = HOGDescriptorFixture<Tensor, HOG, NEHOGDescriptor, Accessor>;
+
+TEST_SUITE(NEON)
+TEST_SUITE(HOGDescriptor)
+
+// *INDENT-OFF*
+// clang-format off
+REGISTER_FIXTURE_DATA_TEST_CASE(RunSmall, NEHOGDescriptorFixture, framework::DatasetMode::PRECOMMIT,
+                                combine(combine(
+                                datasets::SmallHOGDescriptorDataset(),
+                                framework::dataset::make("Format", { Format::U8 })),
+                                framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(RunLarge, NEHOGDescriptorFixture, framework::DatasetMode::NIGHTLY,
+                                combine(combine(
+                                datasets::LargeHOGDescriptorDataset(),
+                                framework::dataset::make("Format", { Format::U8 })),
+                                framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE})));
+// clang-format on
+// *INDENT-ON*
+
+TEST_SUITE_END() // HOGDescriptor
+TEST_SUITE_END() // NEON
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
diff --git a/tests/benchmark/fixtures/HOGDescriptorFixture.h b/tests/benchmark/fixtures/HOGDescriptorFixture.h
new file mode 100644
index 0000000000..3933a165cf
--- /dev/null
+++ b/tests/benchmark/fixtures/HOGDescriptorFixture.h
@@ -0,0 +1,99 @@
+/*
+ * Copyright (c) 2018 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_HOG_DESCRIPTOR_FIXTURE
+#define ARM_COMPUTE_TEST_HOG_DESCRIPTOR_FIXTURE
+
+#include "arm_compute/core/TensorShape.h"
+#include "arm_compute/core/Types.h"
+#include "tests/Globals.h"
+#include "tests/Utils.h"
+#include "tests/framework/Fixture.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace benchmark
+{
+template <typename TensorType, typename HOGType, typename Function, typename Accessor>
+class HOGDescriptorFixture : public framework::Fixture
+{
+public:
+    template <typename...>
+    void setup(std::string image, HOGInfo hog_info, Format format, BorderMode border_mode)
+    {
+        std::mt19937                           generator(library->seed());
+        std::uniform_int_distribution<uint8_t> distribution_u8(0, 255);
+        uint8_t                                constant_border_value = static_cast<uint8_t>(distribution_u8(generator));
+
+        // Load the image (cached by the library if loaded before)
+        const RawTensor &raw = library->get(image, format);
+
+        // Create tensor info for HOG descriptor
+        TensorInfo tensor_info_hog_descriptor(hog_info, raw.shape().x(), raw.shape().y());
+
+        // Create tensor
+        src = create_tensor<TensorType>(raw.shape(), format);
+        dst = create_tensor<TensorType>(tensor_info_hog_descriptor.tensor_shape(),
+                                        DataType::F32, tensor_info_hog_descriptor.num_channels());
+
+        // Create HOG
+        HOGType hog = create_HOG<HOGType>(hog_info);
+
+        // Create and configure function
+        hog_descriptor_func.configure(&src, &dst, &hog, border_mode, constant_border_value);
+
+        // Allocate tensor
+        src.allocator()->allocate();
+        dst.allocator()->allocate();
+
+        // Copy image data to tensor
+        library->fill(Accessor(src), raw);
+    }
+
+    void run()
+    {
+        hog_descriptor_func.run();
+    }
+
+    void sync()
+    {
+        sync_if_necessary<TensorType>();
+    }
+
+    void teardown()
+    {
+        src.allocator()->free();
+        dst.allocator()->free();
+    }
+
+private:
+    TensorType src{};
+    TensorType dst{};
+    Function   hog_descriptor_func{};
+};
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_TEST_HOG_DESCRIPTOR_FIXTURE */