IVGCVSW-4668 Add TENSOR_QUANT8_ASYMM_SIGNED data type support to CpuRef operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I094125ba80699cc3cf5226bda6662a54e6caa988

commit: 303980c502c721f13d65e7087be6c0758df65044 [log] [tgz]
author: Sadik Armagan <sadik.armagan@arm.com> Fri Apr 17 12:45:14 2020 +0100
committer: TeresaARM <teresa.charlinreyes@arm.com> Mon Apr 27 14:49:42 2020 +0000
tree: f1a9ab898b3121b988b8328161eddeb6a608e73f
parent: 49c52a1e3be742cd7785ccc36c31cbbe495c4003 [diff]
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp
index 5fe056e..d1249a4 100644
--- a/src/backends/backendsCommon/WorkloadData.cpp
+++ b/src/backends/backendsCommon/WorkloadData.cpp

@@ -365,8 +365,8 @@
         ARMNN_NO_DEPRECATE_WARN_BEGIN
         const std::vector<DataType> validTypes =
         {
-            DataType::QAsymmU8,
             DataType::QAsymmS8,
+            DataType::QAsymmU8,
             DataType::QSymmS8,
             DataType::QuantizedSymm8PerAxis // deprecated
         };
@@ -633,6 +633,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -715,6 +716,7 @@
         DataType::Float16,
         DataType::Boolean,
         DataType::Signed32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -852,6 +854,7 @@
         DataType::Float16,
         DataType::Boolean,
         DataType::Signed32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -940,6 +943,7 @@
         DataType::Float16,
         DataType::Boolean,
         DataType::Signed32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1040,6 +1044,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1101,11 +1106,11 @@
     std::vector<DataType> supportedTypes =
     {
         DataType::BFloat16,
+        DataType::Float16,
         DataType::Float32,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
-        DataType::QSymmS16,
-        DataType::Float16
+        DataType::QAsymmU8,
+        DataType::QSymmS16
     };
 
     ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -1138,6 +1143,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1209,12 +1215,12 @@
     std::vector<DataType> supportedTypes =
     {
         DataType::BFloat16,
+        DataType::Float16,
         DataType::Float32,
         DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
-        DataType::QSymmS8,
-        DataType::Float16
+        DataType::QSymmS8
     };
 
     ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1298,11 +1304,11 @@
     std::vector<DataType> supportedTypes =
     {
         DataType::BFloat16,
+        DataType::Float16,
         DataType::Float32,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
-        DataType::QSymmS16,
-        DataType::Float16
+        DataType::QAsymmU8,
+        DataType::QSymmS16
     };
 
     ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1383,6 +1389,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1535,6 +1542,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1587,11 +1595,11 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::Signed32,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS8,
-        DataType::QSymmS16
+        DataType::QSymmS16,
+        DataType::Signed32
     };
 
     ValidateDataTypes(outputTensorInfo, supportedTypes, descriptorName);
@@ -1615,10 +1623,10 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::Signed32,
-        DataType::QSymmS16,
         DataType::QAsymmS8,
-        DataType::QAsymmU8
+        DataType::QAsymmU8,
+        DataType::QSymmS16,
+        DataType::Signed32
     };
 
     ValidateDataTypes(inputTensorInfo, supportedTypes, descriptorName);
@@ -1683,6 +1691,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1709,6 +1718,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2146,11 +2156,12 @@
 
     std::vector<DataType> supportedTypes =
     {
-        DataType::Float32,
-        DataType::QAsymmU8,
-        DataType::QSymmS16,
+        DataType::BFloat16,
         DataType::Float16,
-        DataType::BFloat16
+        DataType::Float32,
+        DataType::QAsymmS8,
+        DataType::QAsymmU8,
+        DataType::QSymmS16
     };
 
     ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2178,11 +2189,12 @@
 
     std::vector<DataType> supportedTypes =
     {
-        DataType::Float32,
-        DataType::QAsymmU8,
-        DataType::QSymmS16,
+        DataType::BFloat16,
         DataType::Float16,
-        DataType::BFloat16
+        DataType::Float32,
+        DataType::QAsymmS8,
+        DataType::QAsymmU8,
+        DataType::QSymmS16
     };
 
     ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2213,10 +2225,10 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
-        DataType::Signed32,
         DataType::QAsymmS8,
         DataType::QAsymmU8,
-        DataType::QSymmS16
+        DataType::QSymmS16,
+        DataType::Signed32
     };
 
     ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2246,6 +2258,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2340,6 +2353,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2363,6 +2377,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2420,9 +2435,10 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
-        DataType::Signed32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
-        DataType::QSymmS16
+        DataType::QSymmS16,
+        DataType::Signed32
     };
 
     ValidateDataTypes(inputTensorInfo0, supportedTypes, descriptorName);
@@ -2510,6 +2526,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2539,6 +2556,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2586,6 +2604,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2678,6 +2697,7 @@
     {
         DataType::BFloat16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2722,6 +2742,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -2785,6 +2806,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -3010,6 +3032,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -3092,6 +3115,7 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -3167,6 +3191,7 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32

diff --git a/src/backends/backendsCommon/test/layerTests/AbsTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/AbsTestImpl.cpp
index e6c6a96..2cbc059 100644
--- a/src/backends/backendsCommon/test/layerTests/AbsTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/AbsTestImpl.cpp

@@ -114,6 +114,11 @@
     armnn::IWorkloadFactory& workloadFactory,
 const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2>
+Abs2dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2>
 Abs2dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -134,6 +139,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3>
+Abs3dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::Signed32>, 3>
 Abs3dTest<armnn::DataType::Signed32>(
     armnn::IWorkloadFactory& workloadFactory,

diff --git a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp
index 20dcef5..45ac053 100644
--- a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp

@@ -263,6 +263,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMaxSimpleTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMaxSimpleTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
@@ -283,6 +288,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMinSimpleTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMinSimpleTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
@@ -303,6 +313,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMinChannelTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMinChannelTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
@@ -323,6 +338,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMaxChannelTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMaxChannelTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
@@ -348,6 +368,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMaxHeightTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMaxHeightTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
@@ -363,6 +388,11 @@
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
 template LayerTestResult<int32_t, 3>
+ArgMinWidthTest<armnn::DataType::QAsymmS8>(
+        armnn::IWorkloadFactory& workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+template LayerTestResult<int32_t, 3>
 ArgMinWidthTest<armnn::DataType::QAsymmU8>(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);

diff --git a/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp
index c66027e..154ece2 100644
--- a/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp

@@ -1019,6 +1019,7 @@
     switch (ArmnnType)
     {
         case armnn::DataType::QAsymmU8:
+        case armnn::DataType::QAsymmS8:
         {
             qScale = 0.1f;
             qOffset = 128;
@@ -2520,6 +2521,7 @@
     int32_t qOffset;
     switch (ArmnnType)
     {
+        case armnn::DataType::QAsymmS8:
         case armnn::DataType::QAsymmU8:
         {
             qScale = 0.1f;
@@ -3022,6 +3024,13 @@
     bool,
     armnn::DataLayout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+Convolution2d3x3Dilation3x3Test<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+        armnn::IWorkloadFactory&,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr&,
+        bool,
+        armnn::DataLayout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 Convolution2d3x3Dilation3x3Test<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory&,
@@ -3050,6 +3059,13 @@
     bool,
     armnn::DataLayout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+        armnn::IWorkloadFactory&,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr&,
+        bool,
+        armnn::DataLayout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory&,
@@ -3078,6 +3094,13 @@
     bool biasEnabled,
     const armnn::DataLayout layout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+        armnn::IWorkloadFactory &workloadFactory,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager,
+        bool biasEnabled,
+        const armnn::DataLayout layout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory &workloadFactory,
@@ -3106,6 +3129,13 @@
         bool,
         armnn::DataLayout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthwiseConvolution2d3x3Dilation3x3Test<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+        armnn::IWorkloadFactory&,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr&,
+        bool,
+        armnn::DataLayout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 DepthwiseConvolution2d3x3Dilation3x3Test<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
         armnn::IWorkloadFactory&,
@@ -3134,6 +3164,13 @@
         bool,
         armnn::DataLayout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthwiseConvolution2d2x3x3Dilation3x3Test<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+        armnn::IWorkloadFactory&,
+        const armnn::IBackendInternal::IMemoryManagerSharedPtr&,
+        bool,
+        armnn::DataLayout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 DepthwiseConvolution2d2x3x3Dilation3x3Test<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
         armnn::IWorkloadFactory&,

diff --git a/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp
index 4d4a6bc..69994dd 100644
--- a/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp

@@ -307,6 +307,31 @@
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
     armnn::DataLayout dataLayout);
 
+// QuantisedAsymmS8
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthToSpaceTest1<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthToSpaceTest2<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthToSpaceTest3<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+DepthToSpaceTest4<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    armnn::DataLayout dataLayout);
+
 // QuantisedSymm16
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4>
 DepthToSpaceTest1<armnn::DataType::QSymmS16>(

diff --git a/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp
index aace926..f2ed222 100644
--- a/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/NegTestImpl.cpp

@@ -133,6 +133,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2>
+Neg2dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2>
 Neg2dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -153,6 +158,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3>
+Neg3dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3>
 Neg3dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,

diff --git a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
index 5ed947d..979d0a7 100644
--- a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp

@@ -176,6 +176,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+SimpleReshapeTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 SimpleReshapeTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -191,6 +196,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 5>
+Reshape5dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 5>
 Reshape5dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,

diff --git a/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp
index e95f18b..f12f53c 100644
--- a/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp

@@ -727,6 +727,71 @@
     float outQuantScale,
     int32_t outQuantOffset);
 
+// QAsymmS8
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeBilinearNopTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+SimpleResizeBilinearTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeBilinearSqMinTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeBilinearMinTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeBilinearMagTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeNearestNeighborNopTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+SimpleResizeNearestNeighborTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeNearestNeighborSqMinTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeNearestNeighborMinTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout);
+
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+ResizeNearestNeighborMagTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout dataLayout,
+    float inQuantScale,
+    int32_t inQuantOffset,
+    float outQuantScale,
+    int32_t outQuantOffset);
+
 // QSymm16
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QSymmS16>, 4>
 ResizeBilinearNopTest<armnn::DataType::QSymmS16>(

diff --git a/src/backends/backendsCommon/test/layerTests/RsqrtTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/RsqrtTestImpl.cpp
index ca42383..367c82f 100644
--- a/src/backends/backendsCommon/test/layerTests/RsqrtTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/RsqrtTestImpl.cpp

@@ -133,6 +133,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 2>
+Rsqrt2dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 2>
 Rsqrt2dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -153,6 +158,11 @@
     armnn::IWorkloadFactory& workloadFactory,
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 3>
+Rsqrt3dTest<armnn::DataType::QAsymmS8>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 3>
 Rsqrt3dTest<armnn::DataType::QAsymmU8>(
     armnn::IWorkloadFactory& workloadFactory,

diff --git a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
index 07f5258..813c623 100644
--- a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp

@@ -671,6 +671,13 @@
     bool biasEnabled,
     const armnn::DataLayout layout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+SimpleTransposeConvolution2dTest<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    bool biasEnabled,
+    const armnn::DataLayout layout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 SimpleTransposeConvolution2dTest<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -692,6 +699,13 @@
     bool biasEnabled,
     const armnn::DataLayout layout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+PaddedTransposeConvolution2dTest<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    bool biasEnabled,
+    const armnn::DataLayout layout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 PaddedTransposeConvolution2dTest<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -713,6 +727,13 @@
     bool biasEnabled,
     const armnn::DataLayout layout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+StridedTransposeConvolution2dTest<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    bool biasEnabled,
+    const armnn::DataLayout layout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 StridedTransposeConvolution2dTest<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory& workloadFactory,
@@ -733,6 +754,12 @@
     const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
     const armnn::DataLayout layout);
 
+template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmS8>, 4>
+MultiChannelTransposeConvolution2dTest<armnn::DataType::QAsymmS8, armnn::DataType::Signed32>(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+    const armnn::DataLayout layout);
+
 template LayerTestResult<armnn::ResolveType<armnn::DataType::QAsymmU8>, 4>
 MultiChannelTransposeConvolution2dTest<armnn::DataType::QAsymmU8, armnn::DataType::Signed32>(
     armnn::IWorkloadFactory& workloadFactory,

diff --git a/src/backends/cl/test/ClLayerTests.cpp b/src/backends/cl/test/ClLayerTests.cpp
index 509da41..ce4496e 100644
--- a/src/backends/cl/test/ClLayerTests.cpp
+++ b/src/backends/cl/test/ClLayerTests.cpp

@@ -81,6 +81,14 @@
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
+
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
@@ -414,6 +422,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
@@ -434,6 +447,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
@@ -449,6 +467,7 @@
 
 // Reshape
 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
 
@@ -477,6 +496,10 @@
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
@@ -519,6 +542,14 @@
 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
@@ -733,24 +764,36 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
                      SimpleResizeBilinearTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8,
+                     SimpleResizeBilinearTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
                      SimpleResizeBilinearTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
                      ResizeBilinearNopTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8,
+                     ResizeBilinearNopTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
                      ResizeBilinearNopTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
                      ResizeBilinearSqMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8,
+                     ResizeBilinearSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
                      ResizeBilinearSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
                      ResizeBilinearMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8,
+                     ResizeBilinearMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
                      ResizeBilinearMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -759,24 +802,36 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
                      ResizeBilinearNopTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8Nhwc,
+                     ResizeBilinearNopTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
                      ResizeBilinearNopTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
                      SimpleResizeBilinearTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8Nhwc,
+                     SimpleResizeBilinearTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
                      SimpleResizeBilinearTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
                      ResizeBilinearSqMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8Nhwc,
+                     ResizeBilinearSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
                      ResizeBilinearSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
                      ResizeBilinearMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8Nhwc,
+                     ResizeBilinearMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
                      ResizeBilinearMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -785,30 +840,45 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
                      SimpleResizeNearestNeighborTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8,
+                     SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
                      SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
                      ResizeNearestNeighborNopTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8,
+                     ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
                      ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8,
+                     ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
                      ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
                      ResizeNearestNeighborMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8,
+                     ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
                      ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
                      ResizeNearestNeighborMagTest<DataType::Float32>,
                      DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8,
+                     ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
                      ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
                      DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
@@ -817,30 +887,45 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
                      ResizeNearestNeighborNopTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8Nhwc,
+                     ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
                      ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
                      SimpleResizeNearestNeighborTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8Nhwc,
+                     SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
                      SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8Nhwc,
+                     ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
                      ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
                      ResizeNearestNeighborMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8Nhwc,
+                     ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
                      ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
                      ResizeNearestNeighborMagTest<DataType::Float32>,
                      DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8Nhwc,
+                     ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
                      ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
                      DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
@@ -867,6 +952,10 @@
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)

diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp
index f4df76c..f992bd6 100644
--- a/src/backends/neon/test/NeonLayerTests.cpp
+++ b/src/backends/neon/test/NeonLayerTests.cpp

@@ -36,6 +36,14 @@
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
+
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
@@ -74,6 +82,14 @@
                      Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int8,
+                     Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt8,
+                     Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
                      Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -90,6 +106,14 @@
                      Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int8,
+                     Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt8,
+                     Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
                      Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -108,6 +132,16 @@
                              <DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
+                     Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
+                             <DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
+                     Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
+                             <DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
                              <DataType::QAsymmU8, DataType::Signed32>,
@@ -141,6 +175,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
@@ -161,6 +200,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
@@ -685,6 +729,7 @@
 
 // Reshape
 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
 
@@ -709,6 +754,10 @@
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
@@ -735,6 +784,14 @@
 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
@@ -968,6 +1025,10 @@
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
@@ -1037,6 +1098,14 @@
                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
+                     PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                     true,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
+                     PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                     true,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
                      PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1116,6 +1185,13 @@
 ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)

diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index 25d639a..65ae14f 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp

@@ -181,10 +181,11 @@
 {
     IgnoreUnused(descriptor);
 
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -211,11 +212,12 @@
 {
     IgnoreUnused(descriptor);
 
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -260,11 +262,12 @@
     std::string outputTensorStr = "output";
 
     // Define supported types.
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -302,12 +305,13 @@
                                             Optional<std::string&> reasonIfUnsupported) const
 {
     IgnoreUnused(descriptor);
-    std::array<DataType, 7> supportedInputTypes =
+    std::array<DataType, 8> supportedInputTypes =
     {
         DataType::Boolean,
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -339,8 +343,8 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS16
     };
 
@@ -366,11 +370,11 @@
     {
         DataType::BFloat16,
         DataType::Float32,
-        DataType::Signed32,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS8,
-        DataType::QSymmS16
+        DataType::QSymmS16,
+        DataType::Signed32
     };
 
     return CheckSupportRule(TypeAnyOf(output, supportedTypes), reasonIfUnsupported,
@@ -462,8 +466,8 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS8,
         DataType::QSymmS16
     };
@@ -495,9 +499,9 @@
         ARMNN_NO_DEPRECATE_WARN_BEGIN
         std::array<DataType, 4> supportedWeightTypes =
         {
+            DataType::QAsymmS8,
             DataType::QAsymmU8,
             DataType::QSymmS8,
-            DataType::QAsymmS8,
             DataType::QuantizedSymm8PerAxis // deprecated
         };
         ARMNN_NO_DEPRECATE_WARN_END
@@ -543,8 +547,8 @@
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -570,11 +574,12 @@
     IgnoreUnused(descriptor);
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -598,6 +603,7 @@
                                                       const Optional<TensorInfo>& biases,
                                                       Optional<std::string&> reasonIfUnsupported) const
 {
+    IgnoreUnused(descriptor);
     bool supported = true;
 
     // Define supported types.
@@ -606,9 +612,9 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QSymmS8,
         DataType::QAsymmS8,
         DataType::QAsymmU8,
+        DataType::QSymmS8,
         DataType::QSymmS16
     };
 
@@ -621,21 +627,22 @@
     supported &= CheckSupportRule(TypesAreEqual(input, output), reasonIfUnsupported,
                                   "Reference DepthwiseConvolution2d: input and output types mismatched.");
 
-    ARMNN_NO_DEPRECATE_WARN_BEGIN
-    std::array<DataType, 3> supportedWeightTypes =
-        {
-            DataType::QAsymmU8,
-            DataType::QSymmS8,
-            DataType::QuantizedSymm8PerAxis // deprecated
-        };
-    ARMNN_NO_DEPRECATE_WARN_END
-
     const DataType inputType = input.GetDataType();
     if (IsQuantized8BitType(inputType))
     {
+        ARMNN_NO_DEPRECATE_WARN_BEGIN
+        std::array<DataType, 4> supportedWeightTypes =
+                {
+                        DataType::QAsymmS8,
+                        DataType::QAsymmU8,
+                        DataType::QSymmS8,
+                        DataType::QuantizedSymm8PerAxis // deprecated
+                };
+        ARMNN_NO_DEPRECATE_WARN_END
 
         supported &= CheckSupportRule(TypeAnyOf(weights, supportedWeightTypes), reasonIfUnsupported,
-                                      "Reference convolution2d: weights type not supported for quantized input.");
+                                       "Reference DepthwiseConvolution2d: weights type not supported for "
+                                       "quantized input.");
     }
     else
     {
@@ -658,7 +665,6 @@
         supported &= CheckSupportRule(TypeAnyOf(biases.value(), biasesSupportedTypes), reasonIfUnsupported,
                                       "Reference DepthwiseConvolution2d: biases is not a supported type.");
     }
-    IgnoreUnused(descriptor);
 
     return supported;
 
@@ -716,10 +722,11 @@
 
     bool supported = true;
 
-    std::array<DataType,4> supportedInputTypes =
+    std::array<DataType,5> supportedInputTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -750,10 +757,11 @@
 {
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes = {
+    std::array<DataType,6> supportedTypes = {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -786,11 +794,12 @@
 {
     IgnoreUnused(descriptor);
 
-    std::array<DataType, 6> supportedTypes =
+    std::array<DataType, 7> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Signed32
@@ -883,8 +892,8 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS16
     };
 
@@ -913,8 +922,9 @@
     }
 
     ARMNN_NO_DEPRECATE_WARN_BEGIN
-    std::array<DataType, 3> supportedWeightTypes =
+    std::array<DataType, 4> supportedWeightTypes =
     {
+            DataType::QAsymmS8,
             DataType::QAsymmU8,
             DataType::QSymmS8,
             DataType::QuantizedSymm8PerAxis // deprecated
@@ -969,11 +979,12 @@
                                         armnn::Optional<std::string&> reasonIfUnsupported) const
 {
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1050,11 +1061,12 @@
 {
     IgnoreUnused(descriptor);
     // Define supported types
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1261,11 +1273,12 @@
     std::string meanLayerStr = "Mean";
     std::string outputTensorStr = "output";
 
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1328,11 +1341,12 @@
 {
     bool supported = true;
 
-    std::array<DataType,6> supportedTypes =
+    std::array<DataType,7> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16,
         DataType::Boolean
@@ -1357,10 +1371,11 @@
 {
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes = {
+    std::array<DataType,6> supportedTypes = {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1397,8 +1412,8 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS16
     };
 
@@ -1431,11 +1446,12 @@
     IgnoreUnused(descriptor);
 
     // Define supported types
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1470,11 +1486,12 @@
     bool supported = true;
 
     // Define supported output and inputs types.
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1500,11 +1517,12 @@
     bool supported = true;
 
     // Define supported output and inputs types.
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1574,8 +1592,8 @@
 
     // Define supported output types.
     std::array<DataType,4> supportedOutputTypes = {
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS8,
         DataType::QSymmS16
     };
@@ -1616,11 +1634,12 @@
                                                 Optional<std::string&> reasonIfUnsupported) const
 {
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1649,8 +1668,8 @@
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
-        DataType::QAsymmU8,
         DataType::QAsymmS8,
+        DataType::QAsymmU8,
         DataType::QSymmS16
     };
 
@@ -1684,10 +1703,11 @@
     IgnoreUnused(descriptor);
     bool supported = true;
 
-    std::array<DataType, 4> supportedTypes =
+    std::array<DataType, 5> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1741,11 +1761,12 @@
 {
     IgnoreUnused(descriptor);
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1771,11 +1792,12 @@
     IgnoreUnused(descriptor);
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1798,11 +1820,12 @@
 {
     IgnoreUnused(descriptor);
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1820,11 +1843,12 @@
 {
     IgnoreUnused(descriptor);
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1851,11 +1875,12 @@
     IgnoreUnused(descriptor);
 
     bool supported = true;
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1883,10 +1908,11 @@
     IgnoreUnused(descriptor);
     bool supported = true;
 
-    std::array<DataType,4> supportedTypes =
+    std::array<DataType,5> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1910,10 +1936,11 @@
 {
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes = {
+    std::array<DataType,6> supportedTypes = {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1946,11 +1973,12 @@
 {
     bool supported = true;
 
-    std::array<DataType, 5> supportedTypes
+    std::array<DataType, 6> supportedTypes
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };
@@ -1983,12 +2011,14 @@
     IgnoreUnused(descriptor);
     bool supported = true;
 
-    std::array<DataType,5> supportedTypes =
+    std::array<DataType,7> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
+        DataType::QSymmS8,
         DataType::QSymmS16
     };
 
@@ -2003,11 +2033,12 @@
 
 
     const DataType inputType = input.GetDataType();
-    if (inputType == DataType::QAsymmU8)
+    if (IsQuantized8BitType(inputType))
     {
         ARMNN_NO_DEPRECATE_WARN_BEGIN
-        std::array<DataType, 3> supportedWeightTypes =
+        std::array<DataType, 4> supportedWeightTypes =
         {
+            DataType::QAsymmS8,
             DataType::QAsymmU8,
             DataType::QSymmS8,
             DataType::QuantizedSymm8PerAxis //Deprecated
@@ -2052,11 +2083,12 @@
     bool supported = true;
 
     // Define supported output and inputs types.
-    std::array<DataType, 5> supportedTypes =
+    std::array<DataType, 6> supportedTypes =
     {
         DataType::BFloat16,
         DataType::Float32,
         DataType::Float16,
+        DataType::QAsymmS8,
         DataType::QAsymmU8,
         DataType::QSymmS16
     };

diff --git a/src/backends/reference/RefWorkloadFactory.cpp b/src/backends/reference/RefWorkloadFactory.cpp
index 5d3775a..4566fe5 100644
--- a/src/backends/reference/RefWorkloadFactory.cpp
+++ b/src/backends/reference/RefWorkloadFactory.cpp

@@ -468,6 +468,10 @@
     {
         return std::make_unique<RefPadBFloat16Workload>(descriptor, info);
     }
+    else if (IsQAsymmS8(info))
+    {
+        return std::make_unique<RefPadQAsymmS8Workload>(descriptor, info);
+    }
     return MakeWorkload<RefPadFloat32Workload, RefPadQAsymm8Workload>(descriptor, info);
 }
 
@@ -482,6 +486,10 @@
     {
         return std::make_unique<RefPermuteBFloat16Workload>(descriptor, info);
     }
+    else if (IsQAsymmS8(info))
+    {
+        return std::make_unique<RefPermuteQAsymmS8Workload>(descriptor, info);
+    }
     return MakeWorkloadHelper<RefPermuteFloat16Workload, RefPermuteFloat32Workload, RefPermuteQAsymm8Workload,
         NullWorkload, NullWorkload, NullWorkload>(descriptor, info);
 }
@@ -603,6 +611,10 @@
     {
         return std::make_unique<RefTransposeBFloat16Workload>(descriptor, info);
     }
+    else if (IsQAsymmS8(info))
+    {
+        return std::make_unique<RefTransposeQAsymmS8Workload>(descriptor, info);
+    }
     return MakeWorkloadHelper<RefTransposeFloat16Workload, RefTransposeFloat32Workload, RefTransposeQAsymm8Workload,
             NullWorkload, NullWorkload, NullWorkload>(descriptor, info);
 }

diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp
index bcace79..f50051a 100644
--- a/src/backends/reference/test/RefLayerTests.cpp
+++ b/src/backends/reference/test/RefLayerTests.cpp

@@ -86,6 +86,14 @@
                      Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int8,
+                     Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt8,
+                     Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
                      Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -119,6 +127,14 @@
                      Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int8,
+                     Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt8,
+                     Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
                      Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -152,6 +168,14 @@
                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
+                     Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
+                     Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
                      Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -217,6 +241,14 @@
                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int8,
+                     DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt8,
+                     DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
                      DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -250,6 +282,14 @@
                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
                      false,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int8,
+                     DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt8,
+                     DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
+                     false,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
                      DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
                      false,
@@ -743,6 +783,9 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
                      SimpleResizeBilinearTest<DataType::Float16>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8,
+                     SimpleResizeBilinearTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
                      SimpleResizeBilinearTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -755,6 +798,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
                      ResizeBilinearNopTest<DataType::Float16>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8,
+                     ResizeBilinearNopTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
                      ResizeBilinearNopTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -767,6 +813,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
                      ResizeBilinearSqMinTest<DataType::Float16>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8,
+                     ResizeBilinearSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
                      ResizeBilinearSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -779,6 +828,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
                      ResizeBilinearMinTest<DataType::Float16>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8,
+                     ResizeBilinearMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
                      ResizeBilinearMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -791,6 +843,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
                      ResizeBilinearMagTest<DataType::Float16>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8,
+                     ResizeBilinearMagTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
                      ResizeBilinearMagTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -805,6 +860,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
                      ResizeBilinearNopTest<DataType::Float16>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8Nhwc,
+                     ResizeBilinearNopTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
                      ResizeBilinearNopTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -817,6 +875,9 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
                      SimpleResizeBilinearTest<DataType::Float16>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8Nhwc,
+                     SimpleResizeBilinearTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
                      SimpleResizeBilinearTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -829,6 +890,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
                      ResizeBilinearSqMinTest<DataType::Float16>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8Nhwc,
+                     ResizeBilinearSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
                      ResizeBilinearSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -841,6 +905,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
                      ResizeBilinearMinTest<DataType::Float16>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8Nhwc,
+                     ResizeBilinearMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
                      ResizeBilinearMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -853,6 +920,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
                      ResizeBilinearMagTest<DataType::Float16>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8Nhwc,
+                     ResizeBilinearMagTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
                      ResizeBilinearMagTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -864,6 +934,9 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
                      SimpleResizeNearestNeighborTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8,
+                     SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
                      SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -873,6 +946,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
                      ResizeNearestNeighborNopTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8,
+                     ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
                      ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -882,6 +958,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8,
+                     ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
                      ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -891,6 +970,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
                      ResizeNearestNeighborMinTest<DataType::Float32>,
                      DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8,
+                     ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
                      ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
                      DataLayout::NCHW)
@@ -900,6 +982,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
                      ResizeNearestNeighborMagTest<DataType::Float32>,
                      DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8,
+                     ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
+                     DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
                      ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
                      DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
@@ -911,6 +996,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
                      ResizeNearestNeighborNopTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8Nhwc,
+                     ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
                      ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -920,6 +1008,9 @@
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
                      SimpleResizeNearestNeighborTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8Nhwc,
+                     SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
                      SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -929,6 +1020,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
                      ResizeNearestNeighborSqMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8Nhwc,
+                     ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
                      ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -938,6 +1032,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
                      ResizeNearestNeighborMinTest<DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8Nhwc,
+                     ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
                      ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
                      DataLayout::NHWC)
@@ -947,6 +1044,9 @@
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
                      ResizeNearestNeighborMagTest<DataType::Float32>,
                      DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
+ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8Nhwc,
+                     ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
+                     DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
 ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
                      ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
                      DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
@@ -1083,6 +1183,7 @@
 
 // Reshape
 ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymmS8, SimpleReshapeTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
 ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
@@ -1094,6 +1195,8 @@
 ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
 ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymmS8, Rsqrt2dTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymmS8, Rsqrt3dTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
@@ -1108,6 +1211,10 @@
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimplePermuteQASymS8, SimplePermuteTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
@@ -1168,6 +1275,14 @@
 ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
 
+ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
@@ -1201,6 +1316,11 @@
 ARMNN_AUTO_TEST_CASE(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
 ARMNN_AUTO_TEST_CASE(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
 
+ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
@@ -1269,6 +1389,14 @@
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
 
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1,  BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2,  BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3,  BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt4,  BatchToSpaceNdNhwcTest4<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt5,  BatchToSpaceNdNhwcTest5<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt6,  BatchToSpaceNdNhwcTest6<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt7,  BatchToSpaceNdNhwcTest7<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1,  BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2,  BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3,  BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
@@ -1293,6 +1421,14 @@
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
 
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1,  BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2,  BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3,  BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt4,  BatchToSpaceNdNchwTest4<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt5,  BatchToSpaceNdNchwTest5<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt6,  BatchToSpaceNdNchwTest6<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt7,  BatchToSpaceNdNchwTest7<DataType::QAsymmS8>)
+
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1,  BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2,  BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3,  BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
@@ -1320,6 +1456,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
@@ -1340,6 +1481,11 @@
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
 
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
+ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
+
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
@@ -1468,6 +1614,8 @@
 ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
 ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
 
+ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymmS8, Abs2dTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymmS8, Abs3dTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
@@ -1482,6 +1630,16 @@
 {
     DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
 }
+BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt8)
+{
+    DetectionPostProcessRegularNmsQuantizedTest<
+        RefWorkloadFactory, DataType::QAsymmS8>();
+}
+BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt8)
+{
+    DetectionPostProcessRegularNmsQuantizedTest<
+        RefWorkloadFactory, DataType::QAsymmS8>();
+}
 BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
 {
     DetectionPostProcessRegularNmsQuantizedTest<
@@ -1552,6 +1710,10 @@
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
+ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
@@ -1570,6 +1732,14 @@
                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nchw,
+                     SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                     true,
+                     DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nhwc,
+                     SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                     true,
+                     DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
                      SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1595,6 +1765,14 @@
                      SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nchw,
+                    SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nhwc,
+                    SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
                      SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1620,6 +1798,14 @@
                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nchw,
+                    PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nhwc,
+                    PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
                      PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1645,6 +1831,14 @@
                      PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
+                    PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
+                    PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
                      PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1670,6 +1864,14 @@
                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nchw,
+                    StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nhwc,
+                    StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
                      StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1695,6 +1897,14 @@
                      StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      true,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nchw,
+                    StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nhwc,
+                    StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    true,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
                      StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      true,
@@ -1718,6 +1928,12 @@
 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
                      MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
                      DataLayout::NHWC)
+ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nchw,
+                    MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    DataLayout::NCHW)
+ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nhwc,
+                    MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
+                    DataLayout::NHWC)
 ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
                      MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
                      DataLayout::NCHW)
@@ -1754,6 +1970,8 @@
 ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(Neg2dFloat16, Neg2dTest<DataType::Float16>)
 ARMNN_AUTO_TEST_CASE(Neg3dFloat16, Neg3dTest<DataType::Float16>)
+ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymmS8, Neg2dTest<DataType::QAsymmS8>)
+ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymmS8, Neg3dTest<DataType::QAsymmS8>)
 ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymm8, Neg2dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymm8, Neg3dTest<DataType::QAsymmU8>)
 ARMNN_AUTO_TEST_CASE(Neg2dQuantisedSymm16, Neg2dTest<DataType::QSymmS16>)

diff --git a/src/backends/reference/workloads/Pad.cpp b/src/backends/reference/workloads/Pad.cpp
index ffdd469..1b63414 100644
--- a/src/backends/reference/workloads/Pad.cpp
+++ b/src/backends/reference/workloads/Pad.cpp

@@ -177,6 +177,12 @@
                            const uint8_t* inputData,
                            uint8_t* outData,
                            const float padValue);
+template void Pad<int8_t>(const TensorInfo& inputInfo,
+                          const TensorInfo& outputInfo,
+                          std::vector<std::pair<unsigned int, unsigned int>> m_PadList,
+                          const int8_t* inputData,
+                          int8_t* outData,
+                          const float padValue);
 template void Pad<int16_t>(const TensorInfo& inputInfo,
                            const TensorInfo& outputInfo,
                            std::vector<std::pair<unsigned int, unsigned int>> m_PadList,

diff --git a/src/backends/reference/workloads/RefPadWorkload.cpp b/src/backends/reference/workloads/RefPadWorkload.cpp
index 777682d..6f82d5f 100644
--- a/src/backends/reference/workloads/RefPadWorkload.cpp
+++ b/src/backends/reference/workloads/RefPadWorkload.cpp

@@ -36,6 +36,7 @@
 template class RefPadWorkload<DataType::BFloat16>;
 template class RefPadWorkload<DataType::Float32>;
 template class RefPadWorkload<DataType::Float16>;
+template class RefPadWorkload<DataType::QAsymmS8>;
 template class RefPadWorkload<DataType::QAsymmU8>;
 template class RefPadWorkload<DataType::QSymmS16>;
 

diff --git a/src/backends/reference/workloads/RefPadWorkload.hpp b/src/backends/reference/workloads/RefPadWorkload.hpp
index 5134ac8..74dcab1 100644
--- a/src/backends/reference/workloads/RefPadWorkload.hpp
+++ b/src/backends/reference/workloads/RefPadWorkload.hpp

@@ -31,9 +31,10 @@
 };
 
 using RefPadBFloat16Workload = RefPadWorkload<DataType::BFloat16>;
-using RefPadFloat32Workload = RefPadWorkload<DataType::Float32>;
-using RefPadFloat16Workload = RefPadWorkload<DataType::Float16>;
-using RefPadQAsymm8Workload = RefPadWorkload<DataType::QAsymmU8>;
-using RefPadQSymm16Workload = RefPadWorkload<DataType::QSymmS16>;
+using RefPadFloat32Workload =  RefPadWorkload<DataType::Float32>;
+using RefPadFloat16Workload =  RefPadWorkload<DataType::Float16>;
+using RefPadQAsymmS8Workload = RefPadWorkload<DataType::QAsymmS8>;
+using RefPadQAsymm8Workload =  RefPadWorkload<DataType::QAsymmU8>;
+using RefPadQSymm16Workload =  RefPadWorkload<DataType::QSymmS16>;
 
 } //namespace armnn

diff --git a/src/backends/reference/workloads/RefPermuteWorkload.cpp b/src/backends/reference/workloads/RefPermuteWorkload.cpp
index 5751ed8..75e9d0a 100644
--- a/src/backends/reference/workloads/RefPermuteWorkload.cpp
+++ b/src/backends/reference/workloads/RefPermuteWorkload.cpp

@@ -31,6 +31,7 @@
 template class RefPermuteWorkload<DataType::BFloat16>;
 template class RefPermuteWorkload<DataType::Float16>;
 template class RefPermuteWorkload<DataType::Float32>;
+template class RefPermuteWorkload<DataType::QAsymmS8>;
 template class RefPermuteWorkload<DataType::QAsymmU8>;
 template class RefPermuteWorkload<DataType::QSymmS16>;
 

diff --git a/src/backends/reference/workloads/RefPermuteWorkload.hpp b/src/backends/reference/workloads/RefPermuteWorkload.hpp
index a8d308e..b9f259a 100644
--- a/src/backends/reference/workloads/RefPermuteWorkload.hpp
+++ b/src/backends/reference/workloads/RefPermuteWorkload.hpp

@@ -28,9 +28,10 @@
 };
 
 using RefPermuteBFloat16Workload = RefPermuteWorkload<DataType::BFloat16>;
-using RefPermuteFloat16Workload = RefPermuteWorkload<DataType::Float16>;
-using RefPermuteFloat32Workload = RefPermuteWorkload<DataType::Float32>;
-using RefPermuteQAsymm8Workload = RefPermuteWorkload<DataType::QAsymmU8>;
-using RefPermuteQSymm16Workload = RefPermuteWorkload<DataType::QSymmS16>;
+using RefPermuteFloat16Workload  = RefPermuteWorkload<DataType::Float16>;
+using RefPermuteFloat32Workload  = RefPermuteWorkload<DataType::Float32>;
+using RefPermuteQAsymmS8Workload = RefPermuteWorkload<DataType::QAsymmS8>;
+using RefPermuteQAsymm8Workload  = RefPermuteWorkload<DataType::QAsymmU8>;
+using RefPermuteQSymm16Workload  = RefPermuteWorkload<DataType::QSymmS16>;
 
 } //namespace armnn
\ No newline at end of file

diff --git a/src/backends/reference/workloads/RefTransposeWorkload.cpp b/src/backends/reference/workloads/RefTransposeWorkload.cpp
index 242668b..4e027be 100644
--- a/src/backends/reference/workloads/RefTransposeWorkload.cpp
+++ b/src/backends/reference/workloads/RefTransposeWorkload.cpp

@@ -30,6 +30,7 @@
 template class RefTransposeWorkload<DataType::BFloat16>;
 template class RefTransposeWorkload<DataType::Float16>;
 template class RefTransposeWorkload<DataType::Float32>;
+template class RefTransposeWorkload<DataType::QAsymmS8>;
 template class RefTransposeWorkload<DataType::QAsymmU8>;
 template class RefTransposeWorkload<DataType::QSymmS16>;
 

diff --git a/src/backends/reference/workloads/RefTransposeWorkload.hpp b/src/backends/reference/workloads/RefTransposeWorkload.hpp
index dcfe618..387572a 100644
--- a/src/backends/reference/workloads/RefTransposeWorkload.hpp
+++ b/src/backends/reference/workloads/RefTransposeWorkload.hpp

@@ -30,6 +30,7 @@
 using RefTransposeBFloat16Workload = RefTransposeWorkload<DataType::BFloat16>;
 using RefTransposeFloat16Workload = RefTransposeWorkload<DataType::Float16>;
 using RefTransposeFloat32Workload = RefTransposeWorkload<DataType::Float32>;
+using RefTransposeQAsymmS8Workload = RefTransposeWorkload<DataType::QAsymmS8>;
 using RefTransposeQAsymm8Workload = RefTransposeWorkload<DataType::QAsymmU8>;
 using RefTransposeQSymm16Workload = RefTransposeWorkload<DataType::QSymmS16>;
commit	303980c502c721f13d65e7087be6c0758df65044	[log] [tgz]
author	Sadik Armagan <sadik.armagan@arm.com>	Fri Apr 17 12:45:14 2020 +0100
committer	TeresaARM <teresa.charlinreyes@arm.com>	Mon Apr 27 14:49:42 2020 +0000
tree	f1a9ab898b3121b988b8328161eddeb6a608e73f
parent	49c52a1e3be742cd7785ccc36c31cbbe495c4003 [diff]