Implicit padding testing along the X axis on high priority operators

Add artificial implicit padding testing for the following fixtures:
- Scale
- FullyConnected
- Pooling
- DepthwiseConvolution
- DirectConvolution
- Winograd
- FFT
- GEMM/GEMMLowp

Create utility function that loops through a list of tensor and adds random padding based on the global seed (only for NHWC layer layout).

Remove GEMMLowpAssemblyFixture since it wasn't used
Remove some AssetsLibrary headers since they weren't used

Resolve COMPMID-4161

Change-Id: Ib6f4f7f113ae69b993d7b2a9e04abbf3de8c99fe
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5327
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 9 insertions, 3 deletions

diff --git a/tests/validation/fixtures/DepthwiseConvolutionLayerFixture.h b/tests/validation/fixtures/DepthwiseConvolutionLayerFixture.h
index 0aa43d82b4..e87e31f97b 100644
--- a/tests/validation/fixtures/DepthwiseConvolutionLayerFixture.h
+++ b/tests/validation/fixtures/DepthwiseConvolutionLayerFixture.h
@@ -116,6 +116,9 @@ public:
 
     void allocate_and_run_target()
     {
+        // TODO: uncomment after COMPMID-4361
+        // add_padding_x({ &_src, &_weights, &_biases, &_target }, _data_layout);
+
         // Allocate tensors
         _src.allocator()->allocate();
         _weights.allocator()->allocate();
@@ -131,7 +134,7 @@ public:
         fill(AccessorType(_src), 0);
         fill(AccessorType(_weights), 1);
         fill(AccessorType(_biases), 2);
-        
+
         if(_mixed_layout)
         {
             mix_layout(_dwc, _src, _target);
@@ -158,7 +161,6 @@ public:
     }
 
 protected:
-
     void mix_layout(FunctionType &layer, TensorType &src, TensorType &dst)
     {
         // Test Multi DataLayout graph cases, when the data layout changes after configure
@@ -237,7 +239,7 @@ protected:
     ActivationLayerInfo _act_info{};
     unsigned int        _depth_multiplier{};
     Size2D              _dilation{};
-    bool                _mixed_layout{false};
+    bool                _mixed_layout{ false };
 };
 
 template <typename TensorType, typename AccessorType, typename FunctionType, typename T, bool mixed_layout = false>
@@ -309,6 +311,8 @@ public:
 
     void allocate_and_run_target()
     {
+        add_padding_x({ &_src, &_weights, &_biases, &_target }, _data_layout);
+
         // Allocate tensors
         _src.allocator()->allocate();
         _weights.allocator()->allocate();
@@ -442,6 +446,8 @@ public:
 
     void allocate_and_run_target()
     {
+        add_padding_x({ &_src, &_weights, &_biases, &_target }, _data_layout);
+
         // Allocate tensors
         _src.allocator()->allocate();
         _weights.allocator()->allocate();