COMPMID-761: Add CL/NEON MeanStdDev benchmark tests

Change-Id: I6714bd56e4b58e486a41c4f3c00f6f001a7bb782
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129441
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
diff --git a/tests/benchmark/fixtures/MeanStdDevFixture.h b/tests/benchmark/fixtures/MeanStdDevFixture.h
new file mode 100644
index 0000000..9fb6585
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+++ b/tests/benchmark/fixtures/MeanStdDevFixture.h
@@ -0,0 +1,82 @@
+/*
+ * 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_MEAN_STD_DEV_FIXTURE
+#define ARM_COMPUTE_TEST_MEAN_STD_DEV_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 Function, typename Accessor>
+class MeanStdDevFixture : public framework::Fixture
+{
+public:
+    template <typename...>
+    void setup(const TensorShape &shape, Format format)
+    {
+        // Create tensors
+        src = create_tensor<TensorType>(shape, format);
+
+        // Create output variables
+        float mean    = 0.0f;
+        float std_dev = 0.0f;
+
+        // Create and configure function
+        mean_std_dev_func.configure(&src, &mean, &std_dev);
+
+        // Allocate tensors
+        src.allocator()->allocate();
+    }
+
+    void run()
+    {
+        mean_std_dev_func.run();
+    }
+
+    void sync()
+    {
+        sync_if_necessary<TensorType>();
+    }
+
+    void teardown()
+    {
+        src.allocator()->free();
+    }
+
+private:
+    TensorType src{};
+    Function   mean_std_dev_func{};
+};
+} // namespace benchmark
+} // namespace test
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_TEST_MEAN_STD_DEV_FIXTURE */