diff --git a/src/core/NEON/kernels/NEArithmeticAdditionKernel.cpp b/src/core/NEON/kernels/NEArithmeticAdditionKernel.cpp
index a4fdad8..60b8006 100644
--- a/src/core/NEON/kernels/NEArithmeticAdditionKernel.cpp
+++ b/src/core/NEON/kernels/NEArithmeticAdditionKernel.cpp
@@ -294,15 +294,18 @@
 {
     ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
 
-    set_shape_if_empty(*output->info(), input1->info()->tensor_shape());
+    // Auto initialize output if not initialized
+    {
+        set_shape_if_empty(*output->info(), input1->info()->tensor_shape());
 
-    if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16)
-    {
-        set_format_if_unknown(*output->info(), Format::S16);
-    }
-    else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32)
-    {
-        set_format_if_unknown(*output->info(), Format::F32);
+        if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16)
+        {
+            set_format_if_unknown(*output->info(), Format::S16);
+        }
+        else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32)
+        {
+            set_format_if_unknown(*output->info(), Format::F32);
+        }
     }
 
     ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input1, input2, output);
diff --git a/src/core/NEON/kernels/NEArithmeticSubtractionKernel.cpp b/src/core/NEON/kernels/NEArithmeticSubtractionKernel.cpp
index d3e62b0..f51b6b9 100644
--- a/src/core/NEON/kernels/NEArithmeticSubtractionKernel.cpp
+++ b/src/core/NEON/kernels/NEArithmeticSubtractionKernel.cpp
@@ -287,15 +287,18 @@
 {
     ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
 
-    set_shape_if_empty(*output->info(), input1->info()->tensor_shape());
+    // Auto initialize output if not initialized
+    {
+        set_shape_if_empty(*output->info(), input1->info()->tensor_shape());
 
-    if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16)
-    {
-        set_format_if_unknown(*output->info(), Format::S16);
-    }
-    else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32)
-    {
-        set_format_if_unknown(*output->info(), Format::F32);
+        if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16)
+        {
+            set_format_if_unknown(*output->info(), Format::S16);
+        }
+        else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32)
+        {
+            set_format_if_unknown(*output->info(), Format::F32);
+        }
     }
 
     ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input1, input2, output);
diff --git a/src/core/NEON/kernels/NEPixelWiseMultiplicationKernel.cpp b/src/core/NEON/kernels/NEPixelWiseMultiplicationKernel.cpp
index aa8c7a1..7c95147 100644
--- a/src/core/NEON/kernels/NEPixelWiseMultiplicationKernel.cpp
+++ b/src/core/NEON/kernels/NEPixelWiseMultiplicationKernel.cpp
@@ -333,6 +333,28 @@
 
 void NEPixelWiseMultiplicationKernel::configure(const ITensor *input1, const ITensor *input2, ITensor *output, float scale, ConvertPolicy overflow_policy, RoundingPolicy rounding_policy)
 {
+    ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output);
+
+    // Auto initialize output if not initialized
+    {
+        set_shape_if_empty(*output->info(), input1->info()->tensor_shape());
+
+        if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16)
+        {
+            set_format_if_unknown(*output->info(), Format::S16);
+        }
+        else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32)
+        {
+            set_format_if_unknown(*output->info(), Format::F32);
+        }
+        else if(input1->info()->data_type() == DataType::QS8 && input2->info()->data_type() == DataType::QS8)
+        {
+            set_data_type_if_unknown(*output->info(), DataType::QS8);
+            set_fixed_point_position_if_zero(*output->info(), input1->info()->fixed_point_position());
+        }
+    }
+
+    ARM_COMPUTE_ERROR_ON_MISMATCHING_SHAPES(input1, input2, output);
     ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::U8, DataType::QS8, DataType::S16, DataType::F32);
     ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input2, 1, DataType::U8, DataType::QS8, DataType::S16, DataType::F32);
     ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8, DataType::QS8, DataType::S16, DataType::F32);