commit 1856ff7ebb29e04c3549b74d7ced336111cbf05e
author Giorgio Arena <giorgio.arena@arm.com> Fri Feb 07 13:46:45 2020 +0000
committer Giorgio Arena <giorgio.arena@arm.com> Mon Mar 02 15:51:39 2020 +0000
tree c94654f0d8535930a81712bf7aadffd757c82577
parent 3c4bf0c4eab5ead756c472f17ddf008b882cc905

COMPMID-3097 Fuse activation with fully connected layer CL

Change-Id: I447030e69b9e565f2f81529a41af8c5e7ece7ecf
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2702
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

tests/validation/fixtures/FullyConnectedLayerFixture.h

diff --git a/tests/validation/fixtures/FullyConnectedLayerFixture.h b/tests/validation/fixtures/FullyConnectedLayerFixture.h
index 7f0cead..6952b22 100644
--- a/tests/validation/fixtures/FullyConnectedLayerFixture.h
+++ b/tests/validation/fixtures/FullyConnectedLayerFixture.h
@@ -34,6 +34,7 @@
 #include "tests/framework/Asserts.h"
 #include "tests/framework/Fixture.h"
 #include "tests/validation/Helpers.h"
+#include "tests/validation/reference/ActivationLayer.h"
 #include "tests/validation/reference/FullyConnectedLayer.h"
 #include "tests/validation/reference/Utils.h"
 
@@ -55,7 +56,7 @@
 public:
     template <typename...>
     void setup(TensorShape input_shape, TensorShape weights_shape, TensorShape bias_shape, TensorShape output_shape, bool transpose_weights, bool reshape_weights,
-               DataType data_type, QuantizationInfo quantization_info)
+               DataType data_type, QuantizationInfo quantization_info, ActivationLayerInfo activation_info)
     {
         ARM_COMPUTE_UNUSED(weights_shape);
         ARM_COMPUTE_UNUSED(bias_shape);
@@ -63,6 +64,7 @@
         _data_type         = data_type;
         _bias_data_type    = is_data_type_quantized_asymmetric(data_type) ? DataType::S32 : data_type;
         _quantization_info = quantization_info;
+        _activation_info   = activation_info;
 
         _target    = compute_target(input_shape, weights_shape, bias_shape, output_shape, transpose_weights, reshape_weights);
         _reference = compute_reference(input_shape, weights_shape, bias_shape, output_shape);
@@ -130,6 +132,7 @@
         FullyConnectedLayerInfo fc_info;
         fc_info.transpose_weights    = transpose_weights;
         fc_info.are_weights_reshaped = !reshape_weights;
+        fc_info.activation_info      = _activation_info;
 
         // Create and configure function.
         FunctionType fc;
@@ -199,14 +202,15 @@
         fill(weights, 1);
         fill(bias, 2);
 
-        return reference::fully_connected_layer<T>(src, weights, bias, output_shape);
+        return reference::activation_layer(reference::fully_connected_layer<T>(src, weights, bias, output_shape), _activation_info, _quantization_info);
     }
 
-    TensorType       _target{};
-    SimpleTensor<T>  _reference{};
-    DataType         _data_type{};
-    DataType         _bias_data_type{};
-    QuantizationInfo _quantization_info{};
+    TensorType          _target{};
+    SimpleTensor<T>     _reference{};
+    DataType            _data_type{};
+    DataType            _bias_data_type{};
+    QuantizationInfo    _quantization_info{};
+    ActivationLayerInfo _activation_info{};
 };
 
 template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
@@ -214,11 +218,12 @@
 {
 public:
     template <typename...>
-    void setup(TensorShape input_shape, TensorShape weights_shape, TensorShape bias_shape, TensorShape output_shape, bool transpose_weights, bool reshape_weights, DataType data_type)
+    void setup(TensorShape input_shape, TensorShape weights_shape, TensorShape bias_shape, TensorShape output_shape, bool transpose_weights, bool reshape_weights, DataType data_type,
+               ActivationLayerInfo activation_info)
     {
         FullyConnectedLayerValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(input_shape, weights_shape, bias_shape, output_shape, transpose_weights,
                                                                                                       reshape_weights, data_type,
-                                                                                                      QuantizationInfo());
+                                                                                                      QuantizationInfo(), activation_info);
     }
 };
 
@@ -228,11 +233,11 @@
 public:
     template <typename...>
     void setup(TensorShape input_shape, TensorShape weights_shape, TensorShape bias_shape, TensorShape output_shape, bool transpose_weights, bool reshape_weights, DataType data_type,
-               QuantizationInfo quantization_info)
+               QuantizationInfo quantization_info, ActivationLayerInfo activation_info)
     {
         FullyConnectedLayerValidationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(input_shape, weights_shape, bias_shape, output_shape, transpose_weights,
                                                                                                       reshape_weights, data_type,
-                                                                                                      quantization_info);
+                                                                                                      quantization_info, activation_info);
     }
 };
 } // namespace validation