COMPMID-483 Add VGG16 benchmarks

* Add VGG16 benchmarks
* Remove batch size 4 from all precommit benchmarks for FullyConnectedLayer
* Move all batch sizes > 1 to nightly

Change-Id: I80c890f488fa68d672fe66cb5ce7180992a4ec41
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84477
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
diff --git a/tests/benchmark_new/NEON/ActivationLayer.cpp b/tests/benchmark_new/NEON/ActivationLayer.cpp
index 3020b95..9083ce9 100644
--- a/tests/benchmark_new/NEON/ActivationLayer.cpp
+++ b/tests/benchmark_new/NEON/ActivationLayer.cpp
@@ -35,6 +35,7 @@
 #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ActivationLayerDataset.h"
 #include "tests/datasets_new/system_tests/lenet5/LeNet5ActivationLayerDataset.h"
 #include "tests/datasets_new/system_tests/squeezenet/SqueezeNetActivationLayerDataset.h"
+#include "tests/datasets_new/system_tests/vgg/vgg16/VGG16ActivationLayerDataset.h"
 #include "tests/datasets_new/system_tests/yolo/v2/YOLOV2ActivationLayerDataset.h"
 #include "tests/fixtures_new/ActivationLayerFixture.h"
 
@@ -75,6 +76,10 @@
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetActivationLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", 1)));
 
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16ActivationLayerDataset(), data_types),
+                                                            framework::dataset::make("Batches", 1)));
+
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ActivationLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", 1)));
@@ -100,6 +105,10 @@
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetActivationLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", { 4, 8 })));
 
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16ActivationLayerDataset(), data_types),
+                                                            framework::dataset::make("Batches", { 4, 8 })));
+
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ActivationLayer, NEActivationLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ActivationLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", { 4, 8 })));
diff --git a/tests/benchmark_new/NEON/ConvolutionLayer.cpp b/tests/benchmark_new/NEON/ConvolutionLayer.cpp
index 6614633..548fe8b 100644
--- a/tests/benchmark_new/NEON/ConvolutionLayer.cpp
+++ b/tests/benchmark_new/NEON/ConvolutionLayer.cpp
@@ -35,6 +35,7 @@
 #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/lenet5/LeNet5ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h"
+#include "tests/datasets_new/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h"
 #include "tests/fixtures_new/ConvolutionLayerFixture.h"
 
@@ -57,48 +58,53 @@
 
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 TEST_SUITE(NIGHTLY)
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4ConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(), data_types),
+                                                            framework::dataset::make("Batches", { 1, 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2ConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", { 1, 4, 8 })));
+
 TEST_SUITE_END()
 TEST_SUITE_END()
 } // namespace test
diff --git a/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp b/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp
index a9898e7..1233b0c 100644
--- a/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp
+++ b/tests/benchmark_new/NEON/DirectConvolutionLayer.cpp
@@ -35,6 +35,7 @@
 #include "tests/datasets_new/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/squeezenet/SqueezeNetConvolutionLayerDataset.h"
+#include "tests/datasets_new/system_tests/vgg/vgg16/VGG16ConvolutionLayerDataset.h"
 #include "tests/datasets_new/system_tests/yolo/v2/YOLOV2ConvolutionLayerDataset.h"
 #include "tests/fixtures_new/ConvolutionLayerFixture.h"
 
@@ -57,40 +58,45 @@
 
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 TEST_SUITE(NIGHTLY)
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetDirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetDirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1DirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4DirectConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetDirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetConvolutionLayerDataset(), data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16ConvolutionLayerDataset(), data_types),
+                                                            framework::dataset::make("Batches", { 1, 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2DirectConvolutionLayer, NEConvolutionLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2ConvolutionLayerDataset(), data_types),
                                                             framework::dataset::make("Batches", { 1, 4, 8 })));
+
 TEST_SUITE_END()
 TEST_SUITE_END()
 } // namespace test
diff --git a/tests/benchmark_new/NEON/FullyConnectedLayer.cpp b/tests/benchmark_new/NEON/FullyConnectedLayer.cpp
index a990cde..72a0742 100644
--- a/tests/benchmark_new/NEON/FullyConnectedLayer.cpp
+++ b/tests/benchmark_new/NEON/FullyConnectedLayer.cpp
@@ -34,6 +34,7 @@
 #include "tests/datasets_new/system_tests/googlenet/inceptionv1/GoogLeNetInceptionV1FullyConnectedLayerDataset.h"
 #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4FullyConnectedLayerDataset.h"
 #include "tests/datasets_new/system_tests/lenet5/LeNet5FullyConnectedLayerDataset.h"
+#include "tests/datasets_new/system_tests/vgg/vgg16/VGG16FullyConnectedLayerDataset.h"
 #include "tests/fixtures_new/FullyConnectedLayerFixture.h"
 
 namespace arm_compute
@@ -56,43 +57,53 @@
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(),
+                                                                                        data_types),
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", { 1, 4 })));
+                                                            framework::dataset::make("Batches", 1)));
 
 TEST_SUITE(NIGHTLY)
 REGISTER_FIXTURE_DATA_TEST_CASE(AlexNetFullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::AlexNetFullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(LeNet5FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::LeNet5FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
+
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16FullyConnectedLayerDataset(),
+                                                                                        data_types),
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV1FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV1FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 
 REGISTER_FIXTURE_DATA_TEST_CASE(GoogLeNetInceptionV4FullyConnectedLayer, NEFullyConnectedLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::GoogLeNetInceptionV4FullyConnectedLayerDataset(),
                                                                                         data_types),
-                                                            framework::dataset::make("Batches", 8)));
+                                                            framework::dataset::make("Batches", { 4, 8 })));
 TEST_SUITE_END()
 TEST_SUITE_END()
 } // namespace test
diff --git a/tests/benchmark_new/NEON/PoolingLayer.cpp b/tests/benchmark_new/NEON/PoolingLayer.cpp
index a30bcc1..59cb127 100644
--- a/tests/benchmark_new/NEON/PoolingLayer.cpp
+++ b/tests/benchmark_new/NEON/PoolingLayer.cpp
@@ -35,6 +35,7 @@
 #include "tests/datasets_new/system_tests/googlenet/inceptionv4/GoogLeNetInceptionV4PoolingLayerDataset.h"
 #include "tests/datasets_new/system_tests/lenet5/LeNet5PoolingLayerDataset.h"
 #include "tests/datasets_new/system_tests/squeezenet/SqueezeNetPoolingLayerDataset.h"
+#include "tests/datasets_new/system_tests/vgg/vgg16/VGG16PoolingLayerDataset.h"
 #include "tests/datasets_new/system_tests/yolo/v2/YOLOV2PoolingLayerDataset.h"
 #include "tests/fixtures_new/PoolingLayerFixture.h"
 
@@ -70,6 +71,9 @@
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetPoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetPoolingLayerDataset(), data_types), framework::dataset::make("Batches", 1)));
 
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16PoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::ALL,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16PoolingLayerDataset(), data_types), framework::dataset::make("Batches", 1)));
+
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2PoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::ALL,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2PoolingLayerDataset(), data_types), framework::dataset::make("Batches", 1)));
 
@@ -89,6 +93,9 @@
 REGISTER_FIXTURE_DATA_TEST_CASE(SqueezeNetPoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::SqueezeNetPoolingLayerDataset(), data_types), framework::dataset::make("Batches", { 4, 8 })));
 
+REGISTER_FIXTURE_DATA_TEST_CASE(VGG16PoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::NIGHTLY,
+                                framework::dataset::combine(framework::dataset::combine(datasets::VGG16PoolingLayerDataset(), data_types), framework::dataset::make("Batches", { 4, 8 })));
+
 REGISTER_FIXTURE_DATA_TEST_CASE(YOLOV2PoolingLayer, NEPoolingLayerFixture, framework::DatasetMode::NIGHTLY,
                                 framework::dataset::combine(framework::dataset::combine(datasets::YOLOV2PoolingLayerDataset(), data_types), framework::dataset::make("Batches", { 4, 8 })));
 TEST_SUITE_END()