IVGCVSW-3808 Deprecation notices for old ElementwiseBinary layers

 * Added Deprecation notices for old ElementwiseBinary layers.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Iebbbaff38cc9c347b25eb2f9054c914a4f931c68

13 files changed, 126 insertions, 10 deletions

diff --git a/src/backends/aclCommon/ArmComputeSubgraphUtils.hpp b/src/backends/aclCommon/ArmComputeSubgraphUtils.hpp
index 599d3538eb..fb7a4e1387 100644
--- a/src/backends/aclCommon/ArmComputeSubgraphUtils.hpp
+++ b/src/backends/aclCommon/ArmComputeSubgraphUtils.hpp
@@ -77,8 +77,10 @@ LayerType* FuseAdditionLayer(OptimizationViews& optimizationViews,
                              ActivationDescriptor& activationDesc,
                              std::string name)
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     IConnectableLayer* replacement = optimizationViews.GetINetwork()->AddAdditionLayer(name.c_str());
     LayerType* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);
+    ARMNN_NO_DEPRECATE_WARN_END
 
     FuseLayer(optimizationViews,
               baseLayer,
@@ -96,8 +98,10 @@ LayerType* FuseSubtractionLayer(OptimizationViews& optimizationViews,
                                 ActivationDescriptor& activationDesc,
                                 std::string name)
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     IConnectableLayer* replacement = optimizationViews.GetINetwork()->AddSubtractionLayer(name.c_str());
     LayerType* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);
+    ARMNN_NO_DEPRECATE_WARN_END
 
     FuseLayer(optimizationViews,
               baseLayer,
@@ -115,8 +119,10 @@ LayerType* FuseDivisionLayer(OptimizationViews& optimizationViews,
                              ActivationDescriptor& activationDesc,
                              std::string name)
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     IConnectableLayer* replacement = optimizationViews.GetINetwork()->AddDivisionLayer(name.c_str());
     LayerType* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);
+    ARMNN_NO_DEPRECATE_WARN_END
 
     FuseLayer(optimizationViews,
               baseLayer,
@@ -134,8 +140,10 @@ LayerType* FuseMultiplicationLayer(OptimizationViews& optimizationViews,
                                    ActivationDescriptor& activationDesc,
                                    std::string name)
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     IConnectableLayer* replacement = optimizationViews.GetINetwork()->AddMultiplicationLayer(name.c_str());
     LayerType* replacementLayer = PolymorphicDowncast<LayerType*>(replacement);
+    ARMNN_NO_DEPRECATE_WARN_END
 
     FuseLayer(optimizationViews,
               baseLayer,
diff --git a/src/backends/backendsCommon/WorkloadFactoryBase.hpp b/src/backends/backendsCommon/WorkloadFactoryBase.hpp
index 00e549c933..e793b44cf4 100644
--- a/src/backends/backendsCommon/WorkloadFactoryBase.hpp
+++ b/src/backends/backendsCommon/WorkloadFactoryBase.hpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2019 Arm Ltd. All rights reserved.
+// Copyright © 2019-2023 Arm Ltd. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 
@@ -43,6 +43,7 @@ public:
                                                 const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& /*descriptor*/,
                                               const WorkloadInfo& /*info*/) const override
     { return nullptr; }
@@ -103,6 +104,7 @@ public:
                                                           const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& /*descriptor*/,
                                               const WorkloadInfo& /*info*/) const override
     { return nullptr; }
@@ -152,6 +154,7 @@ public:
                                           const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& /*descriptor*/,
                                              const WorkloadInfo& /*info*/) const override
     { return nullptr; }
@@ -172,10 +175,12 @@ public:
                                            const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& /*descriptor*/,
                                              const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& /*descriptor*/,
                                                     const WorkloadInfo& /*info*/) const override
     { return nullptr; }
@@ -248,6 +253,7 @@ public:
                                                   const WorkloadInfo& /*info*/) const override
     { return nullptr; }
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& /*descriptor*/,
                                                  const WorkloadInfo& /*info*/) const override
     { return nullptr; }
diff --git a/src/backends/backendsCommon/test/AdditionEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/AdditionEndToEndTestImpl.hpp
index f33521888f..a0d1af6ab7 100644
--- a/src/backends/backendsCommon/test/AdditionEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/AdditionEndToEndTestImpl.hpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 #pragma once
@@ -30,8 +30,7 @@ armnn::INetworkPtr CreateAdditionNetwork(const armnn::TensorShape& inputXShape,
 
     TensorInfo outputTensorInfo(outputShape, DataType, qScale, qOffset);
 
-
-    IConnectableLayer* addition = network->AddAdditionLayer("addition");
+    IConnectableLayer* addition = network->AddElementwiseBinaryLayer(BinaryOperation::Add, "addition");
     IConnectableLayer* inputX = network->AddInputLayer(0, "inputX");
     IConnectableLayer* inputY = network->AddInputLayer(1, "inputY");
     IConnectableLayer* output = network->AddOutputLayer(0, "output");
diff --git a/src/backends/backendsCommon/test/EndToEndTestImpl.hpp b/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
index 795fc13c32..9213f0eac9 100644
--- a/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
@@ -39,7 +39,7 @@ bool ConstantUsageTest(const std::vector<BackendId>& computeDevice,
 
     IConnectableLayer* input = net->AddInputLayer(0);
     IConnectableLayer* constant = net->AddConstantLayer(ConstTensor(commonTensorInfo, constantData));
-    IConnectableLayer* add = net->AddAdditionLayer();
+    IConnectableLayer* add = net->AddElementwiseBinaryLayer(BinaryOperation::Add);
     IConnectableLayer* output = net->AddOutputLayer(0);
 
     input->GetOutputSlot(0).Connect(add->GetInputSlot(0));
@@ -176,7 +176,8 @@ void EndToEndLayerTestImpl(INetworkPtr network,
         for (unsigned int i = 0; i < out.size(); ++i)
         {
             CHECK_MESSAGE(Compare<ArmnnOType>(it.second[i], out[i], tolerance) == true,
-                    "Actual output: " << out[i] << ". Expected output:" << it.second[i]);
+                    "Position: " << i <<" Actual output: " << static_cast<uint32_t>(out[i]) <<
+                    ". Expected output:" << static_cast<uint32_t>(it.second[i]));
 
         }
     }
diff --git a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
index 5b95d3cd92..5475762a53 100644
--- a/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
+++ b/src/backends/backendsCommon/test/IsLayerSupportedTestImpl.hpp
@@ -622,7 +622,9 @@ struct LayerTypePolicy;
 // Every entry in the armnn::LayerType enum must be accounted for below.
 DECLARE_LAYER_POLICY_2_PARAM(Activation)
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Addition)
+ARMNN_NO_DEPRECATE_WARN_END
 
 DECLARE_LAYER_POLICY_2_PARAM(ArgMinMax)
 
@@ -694,15 +696,21 @@ DECLARE_LAYER_POLICY_2_PARAM(Lstm)
 
 DECLARE_LAYER_POLICY_MAP_PARAM(Map, void)
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Maximum)
+ARMNN_NO_DEPRECATE_WARN_END
 
 DECLARE_LAYER_POLICY_2_PARAM(Mean)
 
 DECLARE_LAYER_POLICY_1_PARAM(Merge)
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Minimum)
+ARMNN_NO_DEPRECATE_WARN_END
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Multiplication)
+ARMNN_NO_DEPRECATE_WARN_END
 
 DECLARE_LAYER_POLICY_2_PARAM(Normalization)
 
@@ -726,7 +734,9 @@ DECLARE_LAYER_POLICY_2_PARAM(QLstm)
 
 DECLARE_LAYER_POLICY_1_PARAM(QuantizedLstm)
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Division)
+ARMNN_NO_DEPRECATE_WARN_END
 
 DECLARE_LAYER_POLICY_1_PARAM(Rank)
 
@@ -752,7 +762,9 @@ DECLARE_LAYER_POLICY_EXCEPTION_2_PARAM(StandIn)
 
 DECLARE_LAYER_POLICY_2_PARAM(StridedSlice)
 
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 DECLARE_LAYER_POLICY_1_PARAM(Subtraction)
+ARMNN_NO_DEPRECATE_WARN_END
 
 DECLARE_LAYER_POLICY_2_PARAM(Reduce)
 
diff --git a/src/backends/backendsCommon/test/OptimizationViewsTests.cpp b/src/backends/backendsCommon/test/OptimizationViewsTests.cpp
index ff3217911a..665358b9c6 100644
--- a/src/backends/backendsCommon/test/OptimizationViewsTests.cpp
+++ b/src/backends/backendsCommon/test/OptimizationViewsTests.cpp
@@ -263,7 +263,9 @@ TEST_CASE("OptimizeViewsValidateDeviceMockBackend")
     armnn::IConnectableLayer* input = net->AddInputLayer(0, "inLayer0");
     armnn::IConnectableLayer* input1 = net->AddInputLayer(1, "inLayer1");
 
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     armnn::IConnectableLayer* addition = net->AddAdditionLayer("addLayer");
+    ARMNN_NO_DEPRECATE_WARN_END
 
     armnn::IConnectableLayer* output = net->AddOutputLayer(0, "outLayer");
 
diff --git a/src/backends/backendsCommon/test/OptimizeSubgraphViewTests.cpp b/src/backends/backendsCommon/test/OptimizeSubgraphViewTests.cpp
index f5a6c4217b..7303733e17 100644
--- a/src/backends/backendsCommon/test/OptimizeSubgraphViewTests.cpp
+++ b/src/backends/backendsCommon/test/OptimizeSubgraphViewTests.cpp
@@ -133,6 +133,7 @@ Pooling2dLayer* AddPoolingLayer(Graph& graph,
 }
 
 // Convenience function to add an addition layer to a graph
+ARMNN_NO_DEPRECATE_WARN_BEGIN
 AdditionLayer* AddAdditionaLayer(Graph& graph,
                                  LayerNameToLayerMap& layersInGraph,
                                  const std::string& layerName,
@@ -144,6 +145,7 @@ AdditionLayer* AddAdditionaLayer(Graph& graph,
     layersInGraph.insert(std::make_pair(additionLayer->GetName(), additionLayer));
     return additionLayer;
 }
+ARMNN_NO_DEPRECATE_WARN_END
 
 // Convenience function to check that the given substitution matches the specified expected values
 void CheckSubstitution(const OptimizationViews::SubstitutionPair& substitution,
@@ -750,7 +752,9 @@ SubgraphView::SubgraphViewPtr BuildPartiallyOptimizableSubgraph2(Graph& graph, L
                                                                "conv2 layer unoptimizable", outputInfo);
     Convolution2dLayer* const conv3Layer = AddConvolutionLayer(graph, layersInGraph, convolutionDescriptor,
                                                                "conv3 layer", outputInfo);
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     AdditionLayer* const addLayer = AddAdditionaLayer(graph, layersInGraph, "add layer", outputInfo);
+    ARMNN_NO_DEPRECATE_WARN_END
     Layer* const outputLayer = AddOutputLayer(graph, "output layer");
 
     // Connect the network
diff --git a/src/backends/cl/ClBackend.cpp b/src/backends/cl/ClBackend.cpp
index a10b6fbb43..46ba9cb717 100644
--- a/src/backends/cl/ClBackend.cpp
+++ b/src/backends/cl/ClBackend.cpp
@@ -461,6 +461,7 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph,
                             }
                             else if (base.GetType() == LayerType::Addition)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 AdditionLayer* baseLayer = PolymorphicDowncast<AdditionLayer*>(&base);
 
                                 arm_compute::Status status = ClAdditionValidate(
@@ -479,9 +480,11 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph,
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Division)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 DivisionLayer* baseLayer = PolymorphicDowncast<DivisionLayer*>(&base);
 
                                 arm_compute::Status status = ClDivisionWorkloadValidate(
@@ -500,9 +503,11 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph,
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Multiplication)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 MultiplicationLayer* baseLayer = PolymorphicDowncast<MultiplicationLayer*>(&base);
 
                                 arm_compute::Status status = ClMultiplicationWorkloadValidate(
@@ -521,9 +526,11 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph,
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Subtraction)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 SubtractionLayer* baseLayer = PolymorphicDowncast<SubtractionLayer*>(&base);
 
                                 arm_compute::Status status = ClSubtractionValidate(
@@ -542,6 +549,7 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph,
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::ElementwiseBinary)
                             {
diff --git a/src/backends/cl/ClLayerSupport.cpp b/src/backends/cl/ClLayerSupport.cpp
index 89bcf9bc01..e1266c8299 100644
--- a/src/backends/cl/ClLayerSupport.cpp
+++ b/src/backends/cl/ClLayerSupport.cpp
@@ -346,7 +346,9 @@ bool ClLayerSupport::IsLayerSupported(const LayerType& type,
         case LayerType::Dequantize:
             return IsDequantizeSupported(infos[0], infos[1], reasonIfUnsupported);
         case LayerType::Division:
+            ARMNN_NO_DEPRECATE_WARN_BEGIN
             return IsDivisionSupported(infos[0], infos[1], infos[2], reasonIfUnsupported);
+            ARMNN_NO_DEPRECATE_WARN_END
         case LayerType::ElementwiseBinary:
         {
             auto desc = *(PolymorphicDowncast<const ElementwiseBinaryDescriptor *>(&descriptor));
@@ -474,16 +476,22 @@ bool ClLayerSupport::IsLayerSupported(const LayerType& type,
                                                       infos[2],
                                                       reasonIfUnsupported);
         case LayerType::Maximum:
+            ARMNN_NO_DEPRECATE_WARN_BEGIN
             return IsMaximumSupported(infos[0], infos[1], infos[2], reasonIfUnsupported);
+            ARMNN_NO_DEPRECATE_WARN_END
         case LayerType::Mean:
             return IsMeanSupported(infos[0],
                                    infos[1],
                                    *(PolymorphicDowncast<const MeanDescriptor*>(&descriptor)),
                                    reasonIfUnsupported);
         case LayerType::Minimum:
+            ARMNN_NO_DEPRECATE_WARN_BEGIN
             return IsMinimumSupported(infos[0], infos[1], infos[2], reasonIfUnsupported);
+            ARMNN_NO_DEPRECATE_WARN_END
         case LayerType::Multiplication:
+            ARMNN_NO_DEPRECATE_WARN_BEGIN
             return IsMultiplicationSupported(infos[0], infos[1], infos[2], reasonIfUnsupported);
+            ARMNN_NO_DEPRECATE_WARN_END
         case LayerType::Normalization:
             return IsNormalizationSupported(infos[0],
                                             infos[1],
@@ -604,7 +612,9 @@ bool ClLayerSupport::IsLayerSupported(const LayerType& type,
                                            *(PolymorphicDowncast<const StridedSliceDescriptor*>(&descriptor)),
                                            reasonIfUnsupported);
         case LayerType::Subtraction:
+            ARMNN_NO_DEPRECATE_WARN_BEGIN
             return IsSubtractionSupported(infos[0], infos[1], infos[2], reasonIfUnsupported);
+            ARMNN_NO_DEPRECATE_WARN_END
         case LayerType::Transpose:
             return IsTransposeSupported(infos[0],
                                         infos[1],
diff --git a/src/backends/cl/ClLayerSupport.hpp b/src/backends/cl/ClLayerSupport.hpp
index 2d784e3df8..fa28141dcb 100644
--- a/src/backends/cl/ClLayerSupport.hpp
+++ b/src/backends/cl/ClLayerSupport.hpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 #pragma once
@@ -30,6 +30,7 @@ public:
                                const ActivationDescriptor& descriptor,
                                Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsAdditionSupported(const TensorInfo& input0,
                              const TensorInfo& input1,
                              const TensorInfo& output,
@@ -128,13 +129,14 @@ public:
                                                 const Optional<TensorInfo>& biases,
                                                 Optional<std::string&> reason = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsDivisionSupported(const TensorInfo& input0,
                              const TensorInfo& input1,
                              const TensorInfo& output,
                              Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
     bool IsElementwiseUnarySupported(const TensorInfo& input,
-                                     const TensorInfo& ouput,
+                                     const TensorInfo& output,
                                      const ElementwiseUnaryDescriptor& descriptor,
                                      Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
@@ -200,6 +202,7 @@ public:
                          const LstmInputParamsInfo& paramsInfo,
                          Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsMaximumSupported(const TensorInfo& input0,
                             const TensorInfo& input1,
                             const TensorInfo& output,
@@ -210,11 +213,13 @@ public:
                          const MeanDescriptor& descriptor,
                          Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsMinimumSupported(const TensorInfo& input0,
                             const TensorInfo& input1,
                             const TensorInfo& output,
                             Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsMultiplicationSupported(const TensorInfo& input0,
                                    const TensorInfo& input1,
                                    const TensorInfo& output,
@@ -325,6 +330,7 @@ public:
                                  const StridedSliceDescriptor& descriptor,
                                  Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
 
+    ARMNN_DEPRECATED_MSG_REMOVAL_DATE("Use CreateElementwiseBinary instead", "24.02")
     bool IsSubtractionSupported(const TensorInfo& input0,
                                 const TensorInfo& input1,
                                 const TensorInfo& output,
diff --git a/src/backends/neon/NeonBackend.cpp b/src/backends/neon/NeonBackend.cpp
index cea2aa3eba..c68f4ce95b 100644
--- a/src/backends/neon/NeonBackend.cpp
+++ b/src/backends/neon/NeonBackend.cpp
@@ -313,6 +313,7 @@ OptimizationViews NeonBackend::OptimizeSubgraphView(const SubgraphView& subgraph
                             }
                             else if (base.GetType() == LayerType::Addition)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 AdditionLayer* baseLayer = PolymorphicDowncast<AdditionLayer*>(&base);
 
                                 arm_compute::Status status = NeonAdditionWorkloadValidate(
@@ -331,9 +332,11 @@ OptimizationViews NeonBackend::OptimizeSubgraphView(const SubgraphView& subgraph
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Division)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 DivisionLayer* baseLayer = PolymorphicDowncast<DivisionLayer*>(&base);
 
                                 arm_compute::Status status = NeonDivisionWorkloadValidate(
@@ -352,9 +355,11 @@ OptimizationViews NeonBackend::OptimizeSubgraphView(const SubgraphView& subgraph
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Multiplication)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 MultiplicationLayer* baseLayer = PolymorphicDowncast<MultiplicationLayer*>(&base);
 
                                 arm_compute::Status status = NeonMultiplicationWorkloadValidate(
@@ -373,9 +378,11 @@ OptimizationViews NeonBackend::OptimizeSubgraphView(const SubgraphView& subgraph
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::Subtraction)
                             {
+                                ARMNN_NO_DEPRECATE_WARN_BEGIN
                                 SubtractionLayer* baseLayer = PolymorphicDowncast<SubtractionLayer*>(&base);
 
                                 arm_compute::Status status = NeonSubtractionWorkloadValidate(
@@ -394,6 +401,7 @@ OptimizationViews NeonBackend::OptimizeSubgraphView(const SubgraphView& subgraph
                                     untouched.erase(baseLayer->GetGuid());
                                     untouched.erase(activationLayer->GetGuid());
                                 }
+                                ARMNN_NO_DEPRECATE_WARN_END
                             }
                             else if (base.GetType() == LayerType::ElementwiseBinary)
                             {
diff --git a/src/backends/neon/test/NeonCreateWorkloadTests.cpp b/src/backends/neon/test/NeonCreateWorkloadTests.cpp
index 66718cc481..19881c26a0 100644
--- a/src/backends/neon/test/NeonCreateWorkloadTests.cpp
+++ b/src/backends/neon/test/NeonCreateWorkloadTests.cpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 
@@ -128,70 +128,86 @@ TEST_CASE("CreateAdditionFloat16Workload")
 
 TEST_CASE("CreateAdditionFloatWorkload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonAdditionWorkload,
                                       AdditionQueueDescriptor,
                                       AdditionLayer,
                                       DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_CASE("CreateSubtractionFloat16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonSubtractionWorkload,
                                       SubtractionQueueDescriptor,
                                       SubtractionLayer,
                                       DataType::Float16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 #endif
 
 TEST_CASE("CreateSubtractionFloatWorkload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonSubtractionWorkload,
                                       SubtractionQueueDescriptor,
                                       SubtractionLayer,
                                       DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonSubtractionWorkload,
                                       SubtractionQueueDescriptor,
                                       SubtractionLayer,
                                       DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_CASE("CreateMultiplicationFloat16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonMultiplicationWorkload,
                                       MultiplicationQueueDescriptor,
                                       MultiplicationLayer,
                                       DataType::Float16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 #endif
 
 TEST_CASE("CreateMultiplicationFloatWorkload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonMultiplicationWorkload,
                                       MultiplicationQueueDescriptor,
                                       MultiplicationLayer,
                                       DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateMultiplicationUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonMultiplicationWorkload,
                                       MultiplicationQueueDescriptor,
                                       MultiplicationLayer,
                                       DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionFloatWorkloadTest")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     NeonCreateElementwiseWorkloadTest<NeonDivisionWorkload,
                                       DivisionQueueDescriptor,
                                       DivisionLayer,
                                       armnn::DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 template <typename BatchNormalizationWorkloadType, typename armnn::DataType DataType>
diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp
index c46a9e5bac..3bba0b7393 100644
--- a/src/backends/reference/test/RefCreateWorkloadTests.cpp
+++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp
@@ -1,5 +1,5 @@
 //
-// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
 // SPDX-License-Identifier: MIT
 //
 
@@ -142,146 +142,182 @@ TEST_CASE("CreateMultiplicationWorkloadWithBlobTest")
 
 TEST_CASE("CreateAdditionFloatWorkload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>,
         AdditionQueueDescriptor,
         AdditionLayer,
         armnn::DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateAdditionUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>,
         AdditionQueueDescriptor,
         AdditionLayer,
         armnn::DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateAdditionInt16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefAdditionWorkload<>,
         AdditionQueueDescriptor,
         AdditionLayer,
         armnn::DataType::QSymmS16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateAdditionInt32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefAdditionWorkload<int32_t>,
             AdditionQueueDescriptor,
             AdditionLayer,
             armnn::DataType::Signed32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionFloat32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>,
         SubtractionQueueDescriptor,
         SubtractionLayer,
         armnn::DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionFloat16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>,
         SubtractionQueueDescriptor,
         SubtractionLayer,
         armnn::DataType::Float16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>,
         SubtractionQueueDescriptor,
         SubtractionLayer,
         armnn::DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionInt16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<>,
         SubtractionQueueDescriptor,
         SubtractionLayer,
         armnn::DataType::QSymmS16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateSubtractionInt32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefSubtractionWorkload<int32_t>,
             SubtractionQueueDescriptor,
             SubtractionLayer,
             armnn::DataType::Signed32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateMultiplicationFloatWorkload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>,
         MultiplicationQueueDescriptor,
         MultiplicationLayer,
         armnn::DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateMultiplicationUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>,
         MultiplicationQueueDescriptor,
         MultiplicationLayer,
         armnn::DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateMultiplicationInt16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<>,
         MultiplicationQueueDescriptor,
         MultiplicationLayer,
         armnn::DataType::QSymmS16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateMultiplicationInt32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefMultiplicationWorkload<int32_t>,
             MultiplicationQueueDescriptor,
             MultiplicationLayer,
             armnn::DataType::Signed32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionFloat32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>,
         DivisionQueueDescriptor,
         DivisionLayer,
         armnn::DataType::Float32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionFloat16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>,
         DivisionQueueDescriptor,
         DivisionLayer,
         armnn::DataType::Float16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionUint8Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>,
         DivisionQueueDescriptor,
         DivisionLayer,
         armnn::DataType::QAsymmU8>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionInt16Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefDivisionWorkload<>,
         DivisionQueueDescriptor,
         DivisionLayer,
         armnn::DataType::QSymmS16>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 TEST_CASE("CreateDivisionInt32Workload")
 {
+    ARMNN_NO_DEPRECATE_WARN_BEGIN
     RefCreateElementwiseWorkloadTest<RefDivisionWorkload<int32_t>,
             DivisionQueueDescriptor,
             DivisionLayer,
             armnn::DataType::Signed32>();
+    ARMNN_NO_DEPRECATE_WARN_END
 }
 
 template <typename BatchNormalizationWorkloadType, armnn::DataType DataType>