diff --git a/src/core/CL/cl_kernels/elementwise_operation.cl b/src/core/CL/cl_kernels/elementwise_operation.cl
index 99f7256..45dcbfc 100644
--- a/src/core/CL/cl_kernels/elementwise_operation.cl
+++ b/src/core/CL/cl_kernels/elementwise_operation.cl
@@ -97,8 +97,12 @@
  */
 __kernel void OP_FUN_NAME(OP)(
     TENSOR3D_DECLARATION(in1),
-    TENSOR3D_DECLARATION(in2),
-    TENSOR3D_DECLARATION(out))
+    TENSOR3D_DECLARATION(in2)
+#if !defined(IN_PLACE)
+    ,
+    TENSOR3D_DECLARATION(out)
+#endif // !defined(IN_PLACE)
+)
 {
 #if VEC_SIZE_IN1 == 1
     uint in1_x_offs = 0;
@@ -110,12 +114,23 @@
 #else  // VEC_SIZE_IN2 == 1
     uint in2_x_offs = max((int)(get_global_id(0) * VEC_SIZE_IN2 - (VEC_SIZE_IN2 - VEC_SIZE_LEFTOVER) % VEC_SIZE_IN2), 0);
 #endif // VEC_SIZE_IN2 == 1
+#if !defined(IN_PLACE)
     uint out_x_offs = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
+#endif // !defined(IN_PLACE)
 
     // Get pixels pointer
     __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + in1_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in1_step_y + get_global_id(2) * in1_step_z;
     __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + in2_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in2_step_y + get_global_id(2) * in2_step_z;
-    __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + out_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * out_step_y + get_global_id(2) * out_step_z;
+    __global        uchar *
+#if !defined(IN_PLACE)
+    out_addr = out_ptr + out_offset_first_element_in_bytes + out_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * out_step_y + get_global_id(2) * out_step_z;
+#else // !defined(IN_PLACE)
+#if defined(SRC1_IN_PLACE)
+    out_addr    = in1_addr;
+#else  //defined(SRC1_IN_PLACE)
+    out_addr = in2_addr;
+#endif //defined(SRC1_IN_PLACE)
+#endif // !defined(IN_PLACE)
 
     // Load values
     VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)
diff --git a/src/core/CL/cl_kernels/elementwise_operation_quantized.cl b/src/core/CL/cl_kernels/elementwise_operation_quantized.cl
index 0051bab..a11be80 100644
--- a/src/core/CL/cl_kernels/elementwise_operation_quantized.cl
+++ b/src/core/CL/cl_kernels/elementwise_operation_quantized.cl
@@ -86,8 +86,12 @@
  */
 __kernel void OP_FUN_NAME(OP)(
     TENSOR3D_DECLARATION(in1),
-    TENSOR3D_DECLARATION(in2),
-    TENSOR3D_DECLARATION(out))
+    TENSOR3D_DECLARATION(in2)
+#if !defined(IN_PLACE)
+    ,
+    TENSOR3D_DECLARATION(out)
+#endif // !defined(IN_PLACE)
+)
 {
 #if VEC_SIZE_IN1 == 1
     uint in1_x_offs = 0;
@@ -99,12 +103,23 @@
 #else  // VEC_SIZE_IN2 == 1
     uint in2_x_offs = max((int)(get_global_id(0) * VEC_SIZE_IN2 - (VEC_SIZE_IN2 - VEC_SIZE_LEFTOVER) % VEC_SIZE_IN2), 0);
 #endif // VEC_SIZE_IN2 == 1
+#if !defined(IN_PLACE)
     uint out_x_offs = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
+#endif // !defined(IN_PLACE)
 
     // Get pixels pointer
     __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + in1_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in1_step_y + get_global_id(2) * in1_step_z;
     __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + in2_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in2_step_y + get_global_id(2) * in2_step_z;
-    __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + out_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * out_step_y + get_global_id(2) * out_step_z;
+    __global        uchar *
+#if !defined(IN_PLACE)
+    out_addr = out_ptr + out_offset_first_element_in_bytes + out_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * out_step_y + get_global_id(2) * out_step_z;
+#else // !defined(IN_PLACE)
+#if defined(SRC1_IN_PLACE)
+    out_addr    = in1_addr;
+#else  //defined(SRC1_IN_PLACE)
+    out_addr = in2_addr;
+#endif //defined(SRC1_IN_PLACE)
+#endif // !defined(IN_PLACE)
 
     VEC_INT in_a = CONVERT((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE *)in1_addr)), VEC_INT);
     VEC_INT in_b = CONVERT((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN2)(0, (__global DATA_TYPE *)in2_addr)), VEC_INT);
diff --git a/src/core/CL/cl_kernels/pixelwise_mul_float.cl b/src/core/CL/cl_kernels/pixelwise_mul_float.cl
index 0016775..1087529 100644
--- a/src/core/CL/cl_kernels/pixelwise_mul_float.cl
+++ b/src/core/CL/cl_kernels/pixelwise_mul_float.cl
@@ -77,7 +77,9 @@
 __kernel void pixelwise_mul_float(
     TENSOR3D_DECLARATION(in1),
     TENSOR3D_DECLARATION(in2),
+#if !defined(IN_PLACE)
     TENSOR3D_DECLARATION(out),
+#endif // !defined(IN_PLACE)
     const float scale)
 {
     // Get pixels pointer
@@ -87,7 +89,16 @@
 
     __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z;
     __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z;
-    __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+    __global        uchar *
+#if !defined(IN_PLACE)
+    out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+#else // !defined(IN_PLACE)
+#if defined(SRC1_IN_PLACE)
+    out_addr      = in1_addr;
+#else  //defined(SRC1_IN_PLACE)
+    out_addr = in2_addr;
+#endif //defined(SRC1_IN_PLACE)
+#endif // !defined(IN_PLACE)
 
     // Load data
     VEC_ACC_TYPE in1_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN1, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_IN1 *)in1_addr)), VEC_ACC_TYPE);
diff --git a/src/core/CL/cl_kernels/pixelwise_mul_int.cl b/src/core/CL/cl_kernels/pixelwise_mul_int.cl
index ac5cabc..6d1c2d0 100644
--- a/src/core/CL/cl_kernels/pixelwise_mul_int.cl
+++ b/src/core/CL/cl_kernels/pixelwise_mul_int.cl
@@ -76,7 +76,9 @@
 __kernel void pixelwise_mul_int(
     TENSOR3D_DECLARATION(in1),
     TENSOR3D_DECLARATION(in2),
+#if !defined(IN_PLACE)
     TENSOR3D_DECLARATION(out),
+#endif // !defined(IN_PLACE)
     const uint scale)
 {
     size_t x = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
@@ -85,7 +87,16 @@
 
     __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z;
     __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z;
-    __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+    __global        uchar *
+#if !defined(IN_PLACE)
+    out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+#else // !defined(IN_PLACE)
+#if defined(SRC1_IN_PLACE)
+    out_addr            = in1_addr;
+#else  //defined(SRC1_IN_PLACE)
+    out_addr = in2_addr;
+#endif //defined(SRC1_IN_PLACE)
+#endif // !defined(IN_PLACE)
 
     // Load data
     VEC_ACC_TYPE in1_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN1, VEC_SIZE_OUT))VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_IN1 *)in1_addr), VEC_ACC_TYPE);
@@ -143,7 +154,9 @@
 __kernel void pixelwise_mul_quantized(
     TENSOR3D_DECLARATION(in1),
     TENSOR3D_DECLARATION(in2),
+#if !defined(IN_PLACE)
     TENSOR3D_DECLARATION(out),
+#endif // !defined(IN_PLACE)
     const float scale)
 {
     size_t x = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0);
@@ -152,7 +165,16 @@
 
     __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z;
     __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z;
-    __global uchar *out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+    __global        uchar *
+#if !defined(IN_PLACE)
+    out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z;
+#else // !defined(IN_PLACE)
+#if defined(SRC1_IN_PLACE)
+    out_addr            = in1_addr;
+#else  //defined(SRC1_IN_PLACE)
+    out_addr = in2_addr;
+#endif //defined(SRC1_IN_PLACE)
+#endif // !defined(IN_PLACE)
 
     // Load data
     VEC_INT in_a = CONVERT((VEC_TYPE)(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_OUT *)in1_addr)), VEC_INT);
diff --git a/src/core/gpu/cl/kernels/ClElementwiseKernel.cpp b/src/core/gpu/cl/kernels/ClElementwiseKernel.cpp
index f005e92..3d9f0b6 100644
--- a/src/core/gpu/cl/kernels/ClElementwiseKernel.cpp
+++ b/src/core/gpu/cl/kernels/ClElementwiseKernel.cpp
@@ -75,6 +75,21 @@
     return config_id;
 }
 
+Status validate_in_place_output_shape(const bool in_place, const bool src1_in_place, const ITensorInfo &src1, const ITensorInfo &src2, const ITensorInfo &dst, const TensorShape &out_shape)
+{
+    if(in_place)
+    {
+        ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, src1_in_place ? src1.tensor_shape() : src2.tensor_shape(), 0),
+                                        "Wrong shape for dst, cannot do in_place calculation");
+    }
+    else
+    {
+        ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst.tensor_shape(), 0),
+                                        "Wrong shape for dst");
+    }
+    return Status{};
+}
+
 Status validate_arguments_with_float_only_supported_rules(const ITensorInfo &src1, const ITensorInfo &src2, const ITensorInfo &dst)
 {
     ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(&src1, &src2, &dst);
@@ -82,6 +97,10 @@
     ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src1, 1, DataType::F16, DataType::F32);
     ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src1, &src2);
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (&src1 == &dst) || (&src2 == &dst);
+    const bool src1_in_place = in_place && (&src1 == &dst);
+
     const TensorShape out_shape = TensorShape::broadcast_shape(src1.tensor_shape(), src2.tensor_shape());
 
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
@@ -91,8 +110,7 @@
     {
         ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&dst, 1, DataType::F16, DataType::F32);
         ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src1, &dst);
-        ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst.tensor_shape(), 0),
-                                        "Wrong shape for dst");
+        ARM_COMPUTE_RETURN_ON_ERROR(validate_in_place_output_shape(in_place, src1_in_place, src1, src2, dst, out_shape));
     }
 
     return Status{};
@@ -105,6 +123,10 @@
     ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(src1, 1, DataType::F16, DataType::F32, DataType::S32);
     ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, src2);
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (src1 == dst) || (src2 == dst);
+    const bool src1_in_place = in_place && (src1 == dst);
+
     const TensorShape out_shape = TensorShape::broadcast_shape(src1->tensor_shape(), src2->tensor_shape());
 
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
@@ -114,8 +136,7 @@
     {
         ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(dst, 1, DataType::F16, DataType::F32, DataType::S32);
         ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, dst);
-        ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0),
-                                        "Wrong shape for dst");
+        ARM_COMPUTE_RETURN_ON_ERROR(validate_in_place_output_shape(in_place, src1_in_place, *src1, *src2, *dst, out_shape));
     }
 
     return Status{};
@@ -137,6 +158,10 @@
         ARM_COMPUTE_RETURN_ERROR_ON_MSG(in2_offset != 0, "For quantized symmetric, offset must be zero");
     }
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (&src1 == &dst) || (&src2 == &dst);
+    const bool src1_in_place = in_place && (&src1 == &dst);
+
     const TensorShape out_shape = TensorShape::broadcast_shape(src1.tensor_shape(), src2.tensor_shape());
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
 
@@ -145,6 +170,7 @@
     {
         ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src1, &dst);
         ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst.tensor_shape(), 0), "Wrong shape for dst");
+        ARM_COMPUTE_RETURN_ON_ERROR(validate_in_place_output_shape(in_place, src1_in_place, src1, src2, dst, out_shape));
 
         if(is_data_type_quantized_symmetric(dst.data_type()))
         {
@@ -182,6 +208,12 @@
     }
     build_opts.add_option_if(src1.data_type() == DataType::S32, "-DS32");
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (&src1 == &dst) || (&src2 == &dst);
+    const bool src1_in_place = in_place && (&src1 == &dst);
+    build_opts.add_option_if(in_place, "-DIN_PLACE");
+    build_opts.add_option_if(src1_in_place, "-DSRC1_IN_PLACE");
+
     return build_opts;
 }
 
@@ -267,6 +299,8 @@
     const auto src_1 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_1));
     auto       dst   = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST));
 
+    ARM_COMPUTE_ERROR_ON_NULLPTR(src_0, src_1, dst);
+
     const TensorShape &in_shape1 = src_0->info()->tensor_shape();
     const TensorShape &in_shape2 = src_1->info()->tensor_shape();
     const TensorShape &out_shape = dst->info()->tensor_shape();
@@ -291,12 +325,18 @@
     Window slice      = collapsed.first_slice_window_3D();
     Window slice_src1 = slice.broadcast_if_dimension_le_one(in_shape1_collapsed);
     Window slice_src2 = slice.broadcast_if_dimension_le_one(in_shape2_collapsed);
+
+    // Check whether it is in_place calculation
+    const bool in_place = (src_0 == dst) || (src_1 == dst);
     do
     {
         unsigned int idx = 0;
         add_3D_tensor_argument(idx, src_0, slice_src1);
         add_3D_tensor_argument(idx, src_1, slice_src2);
-        add_3D_tensor_argument(idx, dst, slice);
+        if(!in_place)
+        {
+            add_3D_tensor_argument(idx, dst, slice);
+        }
 
         enqueue(queue, *this, slice, lws_hint());
         ARM_COMPUTE_UNUSED(collapsed.slide_window_slice_3D(slice_src1));
diff --git a/src/core/gpu/cl/kernels/ClElementwiseKernel.h b/src/core/gpu/cl/kernels/ClElementwiseKernel.h
index ab5c777..4525cec 100644
--- a/src/core/gpu/cl/kernels/ClElementwiseKernel.h
+++ b/src/core/gpu/cl/kernels/ClElementwiseKernel.h
@@ -40,6 +40,8 @@
  * Element-wise operation is computed by:
  * @f[ dst(x,y) = OP(src1(x,y), src2(x,y))@f]
  *
+ * For binary elementwise ops in-place cannot be enabled by passing nullptr to dst, it can only be enabled by passing either src1 or src2 to dst instead.
+ *
  */
 class ClElementwiseKernel : public IClKernel
 {
diff --git a/src/core/gpu/cl/kernels/ClMulKernel.cpp b/src/core/gpu/cl/kernels/ClMulKernel.cpp
index 65f3bec..7c4dddc 100644
--- a/src/core/gpu/cl/kernels/ClMulKernel.cpp
+++ b/src/core/gpu/cl/kernels/ClMulKernel.cpp
@@ -63,6 +63,10 @@
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(scale < 0, "Scale cannot be negative.");
     ARM_COMPUTE_RETURN_ERROR_ON(act_info.enabled() && !is_data_type_float(dst->data_type()));
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (src1 == dst) || (src2 == dst);
+    const bool src1_in_place = in_place && (src1 == dst);
+
     const TensorShape &out_shape = TensorShape::broadcast_shape(src1->tensor_shape(), src2->tensor_shape());
 
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible");
@@ -85,7 +89,16 @@
                                         "Dst can only be QSYMM16 if both src are QSYMM16");
         ARM_COMPUTE_RETURN_ERROR_ON_MSG((src1->data_type() == DataType::S32 || src2->data_type() == DataType::S32) && (dst->data_type() != DataType::S32),
                                         "Dst must be S32 if source tensors are S32");
-        ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0), "Wrong shape for dst");
+        if(in_place)
+        {
+            ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, src1_in_place ? src1->tensor_shape() : src2->tensor_shape(), 0),
+                                            "Wrong shape for dst, cannot do in_place calculation");
+        }
+        else
+        {
+            ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst->tensor_shape(), 0),
+                                            "Wrong shape for dst");
+        }
     }
 
     return Status{};
@@ -194,11 +207,17 @@
         }
     }
 
+    // Check whether it is in_place calculation
+    const bool in_place      = (src1 == dst) || (src2 == dst);
+    const bool src1_in_place = in_place && (src1 == dst);
+    build_opts.add_option_if(in_place, "-DIN_PLACE");
+    build_opts.add_option_if(src1_in_place, "-DSRC1_IN_PLACE");
+
     // Create kernel
     _kernel = create_kernel(compile_context, kernel_name, build_opts.options());
 
     // Set scale argument
-    unsigned int idx = 3 * num_arguments_per_3D_tensor(); // Skip the src and dst parameters
+    unsigned int idx = (in_place ? 2 : 3) * num_arguments_per_3D_tensor(); // Skip the src and dst parameters
 
     if(scale_int >= 0 && !is_quantized)
     {
@@ -256,6 +275,8 @@
     const auto src_1 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_1));
     auto       dst   = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST));
 
+    ARM_COMPUTE_ERROR_ON_NULLPTR(src_0, src_1, dst);
+
     const TensorShape &in_shape1 = src_0->info()->tensor_shape();
     const TensorShape &in_shape2 = src_1->info()->tensor_shape();
     const TensorShape &out_shape = dst->info()->tensor_shape();
@@ -280,12 +301,17 @@
     Window slice_input1 = slice.broadcast_if_dimension_le_one(in_shape1_collapsed);
     Window slice_input2 = slice.broadcast_if_dimension_le_one(in_shape2_collapsed);
 
+    // Check whether it is in_place calculation
+    const bool in_place = (src_0 == dst) || (src_1 == dst);
     do
     {
         unsigned int idx = 0;
         add_3D_tensor_argument(idx, src_0, slice_input1);
         add_3D_tensor_argument(idx, src_1, slice_input2);
-        add_3D_tensor_argument(idx, dst, slice);
+        if(!in_place)
+        {
+            add_3D_tensor_argument(idx, dst, slice);
+        }
         enqueue(queue, *this, slice, lws_hint());
 
         ARM_COMPUTE_UNUSED(collapsed.slide_window_slice_3D(slice_input1));
diff --git a/src/core/gpu/cl/kernels/ClMulKernel.h b/src/core/gpu/cl/kernels/ClMulKernel.h
index dec8dba..2ee182b 100644
--- a/src/core/gpu/cl/kernels/ClMulKernel.h
+++ b/src/core/gpu/cl/kernels/ClMulKernel.h
@@ -34,7 +34,11 @@
 {
 namespace kernels
 {
-/** Interface for the pixelwise multiplication kernel. */
+/** Interface for the pixelwise multiplication kernel.
+ *
+ * For binary elementwise ops in-place cannot be enabled by passing nullptr to dst, it can only be enabled by passing either src1 or src2 to dst instead.
+ *
+*/
 class ClMulKernel : public IClKernel
 {
 public:
diff --git a/src/graph/mutators/InPlaceOperationMutator.cpp b/src/graph/mutators/InPlaceOperationMutator.cpp
index 86236e8..d3ea940 100644
--- a/src/graph/mutators/InPlaceOperationMutator.cpp
+++ b/src/graph/mutators/InPlaceOperationMutator.cpp
@@ -180,9 +180,11 @@
     ARM_COMPUTE_ERROR_ON(current_output_tensor == nullptr);
     const auto qinfo_out = current_output_tensor->desc().quant_info;
 
-    // Can do in place, if the input has same shape as output, has same quntisation info as output, and input doesn't have accessor.
-    bool input0_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out) && (input0_tensor->accessor() == nullptr);
-    bool input1_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out) && (input1_tensor->accessor() == nullptr);
+    // Can do in place, if the input has same shape as output, has same quntisation info as output, has same data type as output and input doesn't have accessor.
+    bool input0_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out)
+                               && (input0_tensor->desc().data_type == current_output_tensor->desc().data_type) && (input0_tensor->accessor() == nullptr);
+    bool input1_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out)
+                               && (input1_tensor->desc().data_type == current_output_tensor->desc().data_type) && (input1_tensor->accessor() == nullptr);
 
     if(input0_can_in_place)
     {
diff --git a/tests/datasets/ShapeDatasets.h b/tests/datasets/ShapeDatasets.h
index 37c5f16..f3ef2c2 100644
--- a/tests/datasets/ShapeDatasets.h
+++ b/tests/datasets/ShapeDatasets.h
@@ -211,6 +211,25 @@
     {
     }
 };
+/** Data set containing pairs of tiny tensor shapes that are broadcast compatible and can do in_place calculation. */
+class TinyShapesBroadcastInplace final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
+{
+public:
+    TinyShapesBroadcastInplace()
+        : ZipDataset<ShapeDataset, ShapeDataset>(
+              ShapeDataset("Shape0",
+    {
+        TensorShape{ 9U },
+                     TensorShape{ 10U, 2U, 14U, 2U },
+    }),
+    ShapeDataset("Shape1",
+    {
+        TensorShape{ 9U, 1U, 9U },
+        TensorShape{ 10U },
+    }))
+    {
+    }
+};
 /** Data set containing pairs of small tensor shapes that are broadcast compatible. */
 class SmallShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
 {
diff --git a/tests/validation/CL/ArithmeticAddition.cpp b/tests/validation/CL/ArithmeticAddition.cpp
index 9e3d9af..45632dc 100644
--- a/tests/validation/CL/ArithmeticAddition.cpp
+++ b/tests/validation/CL/ArithmeticAddition.cpp
@@ -51,6 +51,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -109,8 +111,10 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)),
-                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                  DataType::U8)),
+                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                  OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -118,15 +122,19 @@
 TEST_SUITE_END() // U8
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::S16)),
-                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                  DataType::S16)),
+                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                  OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::S16)),
-                                                                                                                framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+                                                                                                                        DataType::S16)),
+                                                                                                                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -139,12 +147,13 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        framework::dataset::make("DataType", DataType::QASYMM8)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -152,36 +161,51 @@
 template <typename T>
 using CLArithmeticAdditionBroadcastQuantizedFixture = ArithmeticAdditionValidationQuantizedBroadcastFixture<CLTensor, CLAccessor, CLArithmeticAddition, T>;
 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticAdditionBroadcastQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
-                       combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
-                                                               framework::dataset::make("DataType", DataType::QASYMM8)),
-                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
-                                               framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
-                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                               framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                       combine(combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
+                                                                       framework::dataset::make("DataType", DataType::QASYMM8)),
+                                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                               OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(CLAccessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, CLArithmeticAdditionBroadcastQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                                       framework::dataset::make("DataType", DataType::QASYMM8)),
+                                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 255.f, 10) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(1.f / 255.f, 10) })),
+                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 10) })),
+                               InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 TEST_SUITE_END() // QASYMM8
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 10) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 TEST_SUITE_END() // QASYMM8_SIGNED
 TEST_SUITE(QSYMM16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        framework::dataset::make("DataType", DataType::QSYMM16)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -194,18 +218,21 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
                                                                                                                       DataType::F16)),
                                                                                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                                                                                                              EmptyActivationFunctionsDataset))
+                                                                                                                      EmptyActivationFunctionsDataset),
+                                                                                                              OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticAdditionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataType",
-                                                                                                                       DataType::F16)),
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticAdditionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapes(),
+                                                                                                                       framework::dataset::make("DataType",
+                                                                                                                               DataType::F16)),
                                                                                                                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                                                                                                                       ActivationFunctionsDataset))
+                                                                                                                       ActivationFunctionsDataset),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -213,27 +240,32 @@
 TEST_SUITE_END() // FP16
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
-                                                                                                                     DataType::F32)),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+                                                                                                                     framework::dataset::make("DataType",
+                                                                                                                             DataType::F32)),
                                                                                                                      framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                                                                                                                     EmptyActivationFunctionsDataset))
+                                                                                                                     EmptyActivationFunctionsDataset),
+                                                                                                                     InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), framework::dataset::make("DataType",
-                                                                                                                        DataType::F32)),
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapes(),
+                                                                                                                        framework::dataset::make("DataType",
+                                                                                                                                DataType::F32)),
                                                                                                                         framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                                                                                                                        ActivationFunctionsDataset))
+                                                                                                                        ActivationFunctionsDataset),
+                                                                                                                        OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticAdditionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
                                                                                                                    DataType::F32)),
                                                                                                                    framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                                                                                                                   EmptyActivationFunctionsDataset))
+                                                                                                                   EmptyActivationFunctionsDataset),
+                                                                                                                   OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -242,27 +274,30 @@
 template <typename T>
 using CLArithmeticAdditionBroadcastFloatFixture = ArithmeticAdditionBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticAddition, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticAdditionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(combine(datasets::LargeShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
diff --git a/tests/validation/CL/ArithmeticDivision.cpp b/tests/validation/CL/ArithmeticDivision.cpp
index 9dcdfb8..94bacba 100644
--- a/tests/validation/CL/ArithmeticDivision.cpp
+++ b/tests/validation/CL/ArithmeticDivision.cpp
@@ -59,6 +59,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -95,14 +97,16 @@
 TEST_SUITE(Integer)
 TEST_SUITE(S32)
 
-FIXTURE_DATA_TEST_CASE(RunSmallInteger, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
-                                                                                                                       EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmallInteger, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
+                                                                                                                       EmptyActivationFunctionsDataset),
+                                                                                                                       InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
-FIXTURE_DATA_TEST_CASE(RunIntegerWithActivation, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
-                       ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunIntegerWithActivation, CLArithmeticDivisionIntegerFixture, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionS32Dataset),
+                       ActivationFunctionsDataset),
+                       InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -116,14 +120,16 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP16Dataset),
-                                                                                                              EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP16Dataset),
+                                                                                                                      EmptyActivationFunctionsDataset),
+                                                                                                              InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP16Dataset),
-                                                                                                                       ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP16Dataset),
+                                                                                                                       ActivationFunctionsDataset),
+                                                                                                                       InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
@@ -131,21 +137,24 @@
 TEST_SUITE_END()
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP32Dataset),
-                                                                                                                     EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), ArithmeticDivisionFP32Dataset),
+                                                                                                                     EmptyActivationFunctionsDataset),
+                                                                                                                     InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP32Dataset),
-                                                                                                                        ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ArithmeticDivisionFP32Dataset),
+                                                                                                                        ActivationFunctionsDataset),
+                                                                                                                        InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ArithmeticDivisionFP32Dataset),
-                                                                                                                   EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunLarge, CLArithmeticDivisionFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), ArithmeticDivisionFP32Dataset),
+                                                                                                                   EmptyActivationFunctionsDataset),
+                                                                                                                   InPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
@@ -154,24 +163,27 @@
 template <typename T>
 using CLArithmeticDivisionBroadcastFloatFixture = ArithmeticDivisionBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLArithmeticDivision, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ArithmeticDivisionFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ArithmeticDivisionFP32Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, CLArithmeticDivisionBroadcastFloatFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(),
                        ArithmeticDivisionFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
diff --git a/tests/validation/CL/ArithmeticSubtraction.cpp b/tests/validation/CL/ArithmeticSubtraction.cpp
index 00eba7f..6a82471 100644
--- a/tests/validation/CL/ArithmeticSubtraction.cpp
+++ b/tests/validation/CL/ArithmeticSubtraction.cpp
@@ -180,6 +180,17 @@
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
                        framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                       OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(CLAccessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyInPlace, CLArithmeticSubtractionQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(combine(datasets::TinyShapes(),
+                       framework::dataset::make("DataType", DataType::QASYMM8)),
+                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                       framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                       framework::dataset::make("Src1QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                        InPlaceDataSet))
 {
     // Validate output
@@ -193,7 +204,7 @@
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 10) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
                        framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
-                       InPlaceDataSet))
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -281,6 +292,16 @@
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInplace, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                       framework::dataset::make("DataType", DataType::F32)),
+                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                       EmptyActivationFunctionsDataset),
+                               InPlaceDataSet))
+{
+    // Validate output
+    validate(CLAccessor(_target), _reference);
+}
 FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLArithmeticSubtractionBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(combine(datasets::TinyShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
diff --git a/tests/validation/CL/ElementwiseMax.cpp b/tests/validation/CL/ElementwiseMax.cpp
index 225968e..bd47c23 100644
--- a/tests/validation/CL/ElementwiseMax.cpp
+++ b/tests/validation/CL/ElementwiseMax.cpp
@@ -71,6 +71,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -104,7 +106,8 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMaxU8Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseMaxU8Dataset),
+                                                                                                              OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -112,7 +115,8 @@
 TEST_SUITE_END()
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset),
+                                                                                                        OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -125,33 +129,36 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMaxQASYMM8Dataset),
                                                                                                                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01);
 }
 TEST_SUITE_END()
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                       ElementwiseMaxQASYMM8SignedDataset),
                                                                                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                      framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                                                                                                      framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 TEST_SUITE_END()
 TEST_SUITE(QSYMM16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMaxQSYMM16Dataset),
                                                                                                                        framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
                                                                                                                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })))
+                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -164,13 +171,16 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset), EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset),
+                                                                                                                  EmptyActivationFunctionsDataset),
+                                                                                                          OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMaxFP16Dataset),
-                                                                                                                   ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseMaxFP16Dataset),
+                                                                                                                   ActivationFunctionsDataset),
+                                                                                                                   OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
@@ -178,14 +188,16 @@
 TEST_SUITE_END()
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset),
-                                                                                                           EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset),
+                                                                                                                   EmptyActivationFunctionsDataset),
+                                                                                                           OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMaxFP32Dataset),
-                                                                                                                    ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMaxFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseMaxFP32Dataset),
+                                                                                                                    ActivationFunctionsDataset),
+                                                                                                                    OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
@@ -194,16 +206,18 @@
 template <typename T>
 using CLElementwiseMaxBroadcastFloatFixture = ElementwiseMaxBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLElementwiseMax, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ElementwiseMaxFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseMaxBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ElementwiseMaxFP32Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
diff --git a/tests/validation/CL/ElementwiseMin.cpp b/tests/validation/CL/ElementwiseMin.cpp
index 2a06690..ee229a0 100644
--- a/tests/validation/CL/ElementwiseMin.cpp
+++ b/tests/validation/CL/ElementwiseMin.cpp
@@ -71,6 +71,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -104,7 +106,8 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMinU8Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseMinU8Dataset),
+                                                                                                              OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -112,7 +115,8 @@
 TEST_SUITE_END()
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMinS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinS16Dataset),
+                                                                                                        OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -125,33 +129,36 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMinQASYMM8Dataset),
                                                                                                                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01);
 }
 TEST_SUITE_END()
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                       ElementwiseMinQASYMM8SignedDataset),
                                                                                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                      framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                                                                                                      framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
 }
 TEST_SUITE_END()
 TEST_SUITE(QSYMM16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMinQSYMM16Dataset),
                                                                                                                        framework::dataset::make("SrcQInfo0", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
                                                                                                                        framework::dataset::make("SrcQInfo1", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })))
+                                                                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -164,13 +171,16 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinFP16Dataset), EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseMinFP16Dataset),
+                                                                                                                  EmptyActivationFunctionsDataset),
+                                                                                                          OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMinFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMinFP16Dataset),
-                                                                                                                   ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMinFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseMinFP16Dataset),
+                                                                                                                   ActivationFunctionsDataset),
+                                                                                                                   OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
@@ -178,14 +188,16 @@
 TEST_SUITE_END()
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinFP32Dataset),
-                                                                                                           EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseMinFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseMinFP32Dataset),
+                                                                                                                   EmptyActivationFunctionsDataset),
+                                                                                                           OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMinFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseMinFP32Dataset),
-                                                                                                                    ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseMinFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseMinFP32Dataset),
+                                                                                                                    ActivationFunctionsDataset),
+                                                                                                                    OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
@@ -193,16 +205,18 @@
 template <typename T>
 using CLElementwiseMinBroadcastFloatFixture = ElementwiseMinBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLElementwiseMin, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMinBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseMinBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ElementwiseMinFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseMinBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseMinBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ElementwiseMinFP32Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
diff --git a/tests/validation/CL/ElementwisePower.cpp b/tests/validation/CL/ElementwisePower.cpp
index a2d3ba6..c2aeb6e 100644
--- a/tests/validation/CL/ElementwisePower.cpp
+++ b/tests/validation/CL/ElementwisePower.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2019-2020 Arm Limited.
+ * Copyright (c) 2019-2021 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -57,6 +57,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -96,29 +98,33 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwisePowerFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwisePowerFP16Dataset),
-                                                                                                            EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwisePowerFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwisePowerFP16Dataset),
+                                                                                                                    EmptyActivationFunctionsDataset),
+                                                                                                            OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwisePowerFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwisePowerFP16Dataset),
-                                                                                                                     ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwisePowerFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwisePowerFP16Dataset),
+                                                                                                                     ActivationFunctionsDataset),
+                                                                                                                     OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwisePowerBroadcastFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwisePowerBroadcastFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ElementwisePowerFP16Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwisePowerBroadcastFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwisePowerBroadcastFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ElementwisePowerFP16Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
@@ -126,29 +132,33 @@
 TEST_SUITE_END() //FP16
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwisePowerFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwisePowerFP32Dataset),
-                                                                                                             EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwisePowerFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwisePowerFP32Dataset),
+                                                                                                                     EmptyActivationFunctionsDataset),
+                                                                                                             OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwisePowerFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwisePowerFP32Dataset),
-                                                                                                                      ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwisePowerFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwisePowerFP32Dataset),
+                                                                                                                      ActivationFunctionsDataset),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwisePowerBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwisePowerBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ElementwisePowerFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwisePowerBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwisePowerBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ElementwisePowerFP32Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
diff --git a/tests/validation/CL/ElementwiseSquaredDiff.cpp b/tests/validation/CL/ElementwiseSquaredDiff.cpp
index 4c732b0..ee0279d 100644
--- a/tests/validation/CL/ElementwiseSquaredDiff.cpp
+++ b/tests/validation/CL/ElementwiseSquaredDiff.cpp
@@ -70,6 +70,8 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(CL)
@@ -103,7 +105,8 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseSquaredDiffU8Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffU8Dataset),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -111,7 +114,8 @@
 TEST_SUITE_END()
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseSquaredDiffS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffS16Dataset),
+                                                                                                                OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference);
@@ -124,22 +128,24 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        ElementwiseSquaredDiffQASYMM8Dataset),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32, 0.01);
 }
 TEST_SUITE_END()
 TEST_SUITE(QSYMM16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffQuantizedFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        ElementwiseSquaredDiffQSYMM16Dataset),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_qsymm16);
@@ -152,14 +158,16 @@
 
 TEST_SUITE(Float)
 TEST_SUITE(FP16)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP16Dataset),
-                                                                                                                  EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP16Dataset),
+                                                                                                                  EmptyActivationFunctionsDataset),
+                                                                                                                  OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseSquaredDiffFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseSquaredDiffFP16Dataset),
-                       ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseSquaredDiffFloatFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseSquaredDiffFP16Dataset),
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp16, 0.01);
@@ -167,14 +175,16 @@
 TEST_SUITE_END()
 
 TEST_SUITE(FP32)
-FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP32Dataset),
-                                                                                                                   EmptyActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CLElementwiseSquaredDiffFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP32Dataset),
+                                                                                                                   EmptyActivationFunctionsDataset),
+                                                                                                                   OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseSquaredDiffFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapes(), ElementwiseSquaredDiffFP32Dataset),
-                       ActivationFunctionsDataset))
+FIXTURE_DATA_TEST_CASE(RunWithActivation, CLElementwiseSquaredDiffFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapes(), ElementwiseSquaredDiffFP32Dataset),
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
@@ -182,16 +192,18 @@
 template <typename T>
 using CLElementwiseSquaredDiffBroadcastFloatFixture = ElementwiseSquaredDiffBroadcastValidationFloatFixture<CLTensor, CLAccessor, CLElementwiseSquaredDiff, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseSquaredDiffBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CLElementwiseSquaredDiffBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        ElementwiseSquaredDiffFP32Dataset),
-                       EmptyActivationFunctionsDataset))
+                       EmptyActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
 }
-FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseSquaredDiffBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunWithActivationBroadcast, CLElementwiseSquaredDiffBroadcastFloatFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::TinyShapesBroadcast(),
                        ElementwiseSquaredDiffFP32Dataset),
-                       ActivationFunctionsDataset))
+                       ActivationFunctionsDataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(CLAccessor(_target), _reference, tolerance_fp32);
diff --git a/tests/validation/CL/PixelWiseMultiplication.cpp b/tests/validation/CL/PixelWiseMultiplication.cpp
index 9e0a624..84aa2e7 100644
--- a/tests/validation/CL/PixelWiseMultiplication.cpp
+++ b/tests/validation/CL/PixelWiseMultiplication.cpp
@@ -50,9 +50,6 @@
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::BOUNDED_RELU, 0.75f, 0.25f),
     ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC, 0.75f, 0.25f)
 });
-// Since in-place computation on CL-side hasn't been intended to be implemented, they are not tested.
-// However, this dataset is required for the shared fixture and it would make extension easier when
-// CL-side also starts supporting in-place computation.
 const auto InPlaceDataSet = framework::dataset::make("InPlace", { false });
 } //namespace
 // *INDENT-OFF*
@@ -124,7 +121,7 @@
                                                                            datasets::SmallShapes(),
                                                                            framework::dataset::make("DataType1", DataType::S32)),
                                                                        framework::dataset::make("DataType2", DataType::S32)),
-                                                               framework::dataset::make("Scale", {1.f})),
+                                                               framework::dataset::make("Scale", { 1.f })),
                                                        datasets::ConvertPolicies()),
                                                framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)),
                                        EmptyActivationFunctionsDataset),
@@ -132,6 +129,18 @@
 {
     validate(CLAccessor(_target), _reference);
 }
+FIXTURE_DATA_TEST_CASE(RunInplace, CLPixelWiseMultiplicationIntegerFixture<int>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(),
+                                                                               framework::dataset::make("DataType1", DataType::S32)),
+                                                                       framework::dataset::make("DataType2", DataType::S32)),
+                                                               framework::dataset::make("Scale", { 1.f })),
+                                                       datasets::ConvertPolicies()),
+                                               framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)),
+                                       EmptyActivationFunctionsDataset),
+                               framework::dataset::make("InPlace", { true })))
+{
+    validate(CLAccessor(_target), _reference);
+}
 TEST_SUITE_END()
 
 TEST_SUITE(F16toF16)
@@ -147,6 +156,19 @@
 TEST_SUITE(Scale255)
 PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToF32Fixture<float>, PRECOMMIT, SmallShapes(), F32, F32, scale_255, TO_NEAREST_UP, EmptyActivationFunctionsDataset, VALIDATE(float, 1.f))
 PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunWithActivation, ToF32Fixture<float>, ALL, TinyShapes(), F32, F32, scale_255, TO_NEAREST_UP, ActivationFunctionsDataset, VALIDATE(float, 1.f))
+FIXTURE_DATA_TEST_CASE(RunInplace, CLPixelWiseMultiplicationToF32Fixture<float>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapes(),
+                                                                               framework::dataset::make("DataTypeIn1", DataType::F32)),
+                                                                       framework::dataset::make("DataTypeIn2", DataType::F32)),
+                                                               framework::dataset::make("Scale", { scale_255 })),
+                                                       datasets::ConvertPolicies()),
+                                               framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)),
+                                       EmptyActivationFunctionsDataset),
+                               framework::dataset::make("InPlace", { true })))
+{
+    // Validate output
+    VALIDATE(float, 1.f)
+}
 TEST_SUITE_END() // Scale255
 TEST_SUITE_END() // F32toF32
 
@@ -200,6 +222,23 @@
     validate(CLAccessor(_target), _reference, tolerance_qasymm8);
 }
 
+FIXTURE_DATA_TEST_CASE(RunInplace, CLPixelWiseMultiplicationQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                                                                       framework::dataset::make("DataTypeIn1", DataType::QASYMM8)),
+                                                                                               framework::dataset::make("DataTypeIn2", DataType::QASYMM8)),
+                                                                                       framework::dataset::make("DataTypeOut", DataType::QASYMM8)),
+                                                                               framework::dataset::make("Scale", { 1.f, 2.f })),
+                                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                               framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_EVEN)),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("OUtQInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                               framework::dataset::make("InPlace", { true })))
+{
+    // Validate output
+    validate(CLAccessor(_target), _reference, tolerance_qasymm8);
+}
+
 TEST_SUITE_END() // QASYMM8
 
 TEST_SUITE(QASYMM8_SIGNED)
diff --git a/tests/validation/NEON/ArithmeticAddition.cpp b/tests/validation/NEON/ArithmeticAddition.cpp
index 213dbc1..f3e4dfc 100644
--- a/tests/validation/NEON/ArithmeticAddition.cpp
+++ b/tests/validation/NEON/ArithmeticAddition.cpp
@@ -48,6 +48,8 @@
 #else                                                  // !defined(__aarch64__) || defined(ENABLE_SVE)
 constexpr AbsoluteTolerance<float> tolerance_quant(0);
 #endif                                                 // !defined(__aarch64__) || defined(ENABLE_SVE)
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -104,8 +106,10 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(U8)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::U8)),
-                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                  DataType::U8)),
+                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                  OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -113,15 +117,19 @@
 TEST_SUITE_END() // U8
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::S16)),
-                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                  DataType::S16)),
+                                                                                                                  framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                  OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::S16)),
-                                                                                                                framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<int16_t>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+                                                                                                                        DataType::S16)),
+                                                                                                                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -129,8 +137,10 @@
 TEST_SUITE_END() // S16
 
 TEST_SUITE(S32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::S32)),
-                                                                                                            framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                    DataType::S32)),
+                                                                                                                    framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                            OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -141,8 +151,9 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)),
-                                                                                                         framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F16)),
+                                                                                                                 framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                         OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -151,15 +162,19 @@
 #endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 
 TEST_SUITE(F32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)),
-                                                                                                                framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEArithmeticAdditionFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType",
+                                                                                                                        DataType::F32)),
+                                                                                                                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                                OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType", DataType::F32)),
-                                                                                                              framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+FIXTURE_DATA_TEST_CASE(RunLarge, NEArithmeticAdditionFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapes(), framework::dataset::make("DataType",
+                                                                                                                      DataType::F32)),
+                                                                                                                      framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                                                                                                              OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -168,17 +183,19 @@
 template <typename T>
 using NEArithmeticAdditionBroadcastFixture = ArithmeticAdditionBroadcastValidationFixture<Tensor, Accessor, NEArithmeticAddition, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(datasets::SmallShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
-                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(),
+FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEArithmeticAdditionBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::LargeShapesBroadcast(),
                        framework::dataset::make("DataType", DataType::F32)),
-                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })))
+                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE, ConvertPolicy::WRAP })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -197,11 +214,12 @@
 FIXTURE_DATA_TEST_CASE(RunSmall,
                        NEArithmeticAdditionQuantizedFixture<uint8_t>,
                        framework::DatasetMode::PRECOMMIT,
-                       combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8)),
-                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
-                                               framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
-                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                               framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                       combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8)),
+                                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_quant);
@@ -212,22 +230,24 @@
 FIXTURE_DATA_TEST_CASE(RunSmall,
                        NEArithmeticAdditionQuantizedFixture<int8_t>,
                        framework::DatasetMode::ALL,
-                       combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
-                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
-                                               framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })),
-                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })),
-                               framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })))
+                       combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
+                                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })),
+                                       framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })),
+                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_quant);
 }
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionQuantizedBroadcastFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticAdditionQuantizedBroadcastFixture<int8_t>, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(
                            datasets::SmallShapesBroadcast(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
                        framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                        framework::dataset::make("Src0QInfo", { QuantizationInfo(0.5f, 20) })),
                        framework::dataset::make("Src1QInfo", { QuantizationInfo(0.5f, 10) })),
-                       framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })))
+                       framework::dataset::make("OutQInfo", { QuantizationInfo(0.5f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_quant);
@@ -238,11 +258,12 @@
 FIXTURE_DATA_TEST_CASE(RunSmall,
                        NEArithmeticAdditionQuantizedFixture<int16_t>,
                        framework::DatasetMode::PRECOMMIT,
-                       combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QSYMM16)),
-                                                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
-                                               framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                                       framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
-                               framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })))
+                       combine(combine(combine(combine(combine(combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QSYMM16)),
+                                                               framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                                                       framework::dataset::make("Src0QInfo", { QuantizationInfo(1.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
+                                               framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0), QuantizationInfo(5.f / 32768.f, 0) })),
+                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 0) })),
+                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_quant);
diff --git a/tests/validation/NEON/ArithmeticSubtraction.cpp b/tests/validation/NEON/ArithmeticSubtraction.cpp
index 68213fb..8886ca2 100644
--- a/tests/validation/NEON/ArithmeticSubtraction.cpp
+++ b/tests/validation/NEON/ArithmeticSubtraction.cpp
@@ -57,6 +57,9 @@
 const auto ArithmeticSubtractionQuantizationInfoSignedDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.5f, 10) }),
                                                                                 framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.5f, 20) })),
                                                                         framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.5f, 50) }));
+const auto ArithmeticSubtractionQuantizationInfoSignedInPlaceDataset = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.8f, 10) }),
+                                                                                       framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.8f, 10) })),
+                                                                               framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.8f, 10) }));
 const auto ArithmeticSubtractionQuantizationInfoSymmetric = combine(combine(framework::dataset::make("QuantizationInfoIn1", { QuantizationInfo(0.3f, 0) }),
                                                                             framework::dataset::make("QuantizationInfoIn2", { QuantizationInfo(0.7f, 0) })),
                                                                     framework::dataset::make("QuantizationInfoOut", { QuantizationInfo(0.2f, 0) }));
@@ -179,7 +182,7 @@
                                                                                                                      DataType::QASYMM8)),
                                                                                                                      framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                                                                                                                      ArithmeticSubtractionQuantizationInfoDataset),
-                                                                                                             InPlaceDataSet))
+                                                                                                             OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -191,12 +194,11 @@
                                                                                                                        datasets::SmallShapes(), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
                                                                                                                    framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
                                                                                                                    ArithmeticSubtractionQuantizationInfoSignedDataset),
-                                                                                                                   InPlaceDataSet))
+                                                                                                                   OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
 }
-
 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEArithmeticSubtractionQASYMM8SignedBroadcastFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(
                            datasets::SmallShapesBroadcast(),
                            framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
@@ -207,6 +209,16 @@
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
 }
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEArithmeticSubtractionQASYMM8SignedBroadcastFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(
+                           datasets::TinyShapesBroadcastInplace(),
+                           framework::dataset::make("DataType", DataType::QASYMM8_SIGNED)),
+                       framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE })),
+                       ArithmeticSubtractionQuantizationInfoSignedInPlaceDataset),
+                       InPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_qasymm8);
+}
 TEST_SUITE_END() // QASYMM8_SIGNED
 
 TEST_SUITE(QSYMM16)
diff --git a/tests/validation/NEON/ElementwiseDivision.cpp b/tests/validation/NEON/ElementwiseDivision.cpp
index 8abccb2..5f0224c 100644
--- a/tests/validation/NEON/ElementwiseDivision.cpp
+++ b/tests/validation/NEON/ElementwiseDivision.cpp
@@ -56,6 +56,8 @@
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 const auto ElementwiseDivisionFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
                                                     framework::dataset::make("DataType", DataType::F32));
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -105,14 +107,16 @@
 
 TEST_SUITE(F32)
 
-FIXTURE_DATA_TEST_CASE(RunSmall, CpuElementwiseDivisionDynamicShapeFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, CpuElementwiseDivisionDynamicShapeFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset),
+                                                                                                                        InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
 }
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CpuElementwiseDivisionBroadcastDynamicShapeFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
-                       ElementwiseDivisionFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, CpuElementwiseDivisionBroadcastDynamicShapeFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+                       ElementwiseDivisionFP32Dataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -124,7 +128,8 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseDivisionFP16Dataset),
+                                                                                                          InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp16, 0.01);
@@ -133,7 +138,8 @@
 #endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 
 TEST_SUITE(F32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseDivisionFP32Dataset),
+                                                                                                           InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -142,8 +148,16 @@
 template <typename T>
 using NEElementwiseDivisionBroadcastFixture = ArithmeticDivisionBroadcastValidationFixture<Tensor, Accessor, NEElementwiseDivision, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseDivisionBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
-                       ElementwiseDivisionFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseDivisionBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+                       ElementwiseDivisionFP32Dataset),
+                       OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseDivisionBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcastInplace(),
+                       ElementwiseDivisionFP32Dataset),
+                       InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -153,7 +167,8 @@
 
 TEST_SUITE(Integer)
 TEST_SUITE(S32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<int32_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseDivisionS32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseDivisionFixture<int32_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseDivisionS32Dataset),
+                                                                                                             InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_zero_s32);
diff --git a/tests/validation/NEON/ElementwiseMax.cpp b/tests/validation/NEON/ElementwiseMax.cpp
index 4bc2631..61421ab 100644
--- a/tests/validation/NEON/ElementwiseMax.cpp
+++ b/tests/validation/NEON/ElementwiseMax.cpp
@@ -62,6 +62,8 @@
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 const auto ElementwiseMaxFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
                                                framework::dataset::make("DataType", DataType::F32));
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -111,7 +113,8 @@
 // *INDENT-ON*
 
 TEST_SUITE(S32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMaxS32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseMaxS32Dataset),
+                                                                                                              InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -119,7 +122,8 @@
 TEST_SUITE_END() // S32
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxS16Dataset),
+                                                                                                        InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -131,11 +135,12 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMaxQASYMM8Dataset),
                                                                                                                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -144,11 +149,13 @@
 template <typename T>
 using NEElementwiseMaxQuantizedBroadcastFixture = ElementwiseMaxQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
-                       ElementwiseMaxQASYMM8Dataset),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
+                                                               ElementwiseMaxQASYMM8Dataset),
+                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                                               framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -156,16 +163,26 @@
 TEST_SUITE_END()
 
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                       ElementwiseMaxQASYMM8SignedDataset),
                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, 20) })),
                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f, 0) })),
-                                                                                                                      framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) })))
+                                                                                                                      framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) })),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8_signed);
 }
-
+FIXTURE_DATA_TEST_CASE(RunSmallInPlace, NEElementwiseMaxQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
+                       ElementwiseMaxQASYMM8SignedDataset),
+                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })),
+                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })),
+                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, -20) })),
+                       InPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_qasymm8_signed);
+}
 TEST_SUITE_END()
 
 TEST_SUITE_END()
@@ -173,7 +190,8 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP16Dataset),
+                                                                                                     InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -182,7 +200,8 @@
 #endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 
 TEST_SUITE(F32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMaxFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMaxFP32Dataset),
+                                                                                                      InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -190,8 +209,16 @@
 template <typename T>
 using NEElementwiseMaxBroadcastFixture = ElementwiseMaxBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMax, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
-                                                                                                                        ElementwiseMaxFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+                                                                                                                        ElementwiseMaxFP32Dataset),
+                                                                                                                        OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseMaxBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcastInplace(),
+                       ElementwiseMaxFP32Dataset),
+                       InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
diff --git a/tests/validation/NEON/ElementwiseMin.cpp b/tests/validation/NEON/ElementwiseMin.cpp
index 3836b90..a134eb3 100644
--- a/tests/validation/NEON/ElementwiseMin.cpp
+++ b/tests/validation/NEON/ElementwiseMin.cpp
@@ -62,6 +62,8 @@
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 const auto ElementwiseMinFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
                                                framework::dataset::make("DataType", DataType::F32));
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -110,7 +112,8 @@
 // *INDENT-ON*
 
 TEST_SUITE(S32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseMinS32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseMinS32Dataset),
+                                                                                                              InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -118,7 +121,8 @@
 TEST_SUITE_END() // S32
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMinS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinS16Dataset),
+                                                                                                        InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -133,23 +137,34 @@
 template <typename T>
 using NEElementwiseMinQuantizedBroadcastFixture = ElementwiseMinQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMin, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMinQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
-                       ElementwiseMinQASYMM8Dataset),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMinQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
+                                                               ElementwiseMinQASYMM8Dataset),
+                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                                               framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
 }
-
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseMinQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
+                       combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                               ElementwiseMinQASYMM8Dataset),
+                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 20) })),
+                                               framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 20) })),
+                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 20) })),
+                               InPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                        ElementwiseMinQASYMM8Dataset),
                                                                                                                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                                                                                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))
-
-                      )
+                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -157,11 +172,12 @@
 TEST_SUITE_END()
 
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                                                                                                                       ElementwiseMaxQASYMM8SignedDataset),
                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(10.f, 20) })),
                                                                                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f, 0) })),
-                                                                                                                      framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) })))
+                                                                                                                      framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f, -27) })),
+                                                                                                                      OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8_signed);
@@ -174,7 +190,8 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMinFP16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinFP16Dataset),
+                                                                                                     InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -183,7 +200,8 @@
 #endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 
 TEST_SUITE(F32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseMinFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseMinFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseMinFP32Dataset),
+                                                                                                      InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -192,8 +210,16 @@
 template <typename T>
 using NEElementwiseMinBroadcastFixture = ElementwiseMinBroadcastValidationFixture<Tensor, Accessor, NEElementwiseMin, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMinBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
-                                                                                                                        ElementwiseMinFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseMinBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+                                                                                                                        ElementwiseMinFP32Dataset),
+                                                                                                                        OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseMinBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcastInplace(),
+                       ElementwiseMinFP32Dataset),
+                       InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
diff --git a/tests/validation/NEON/ElementwisePower.cpp b/tests/validation/NEON/ElementwisePower.cpp
index 4305387..9ac9eec 100644
--- a/tests/validation/NEON/ElementwisePower.cpp
+++ b/tests/validation/NEON/ElementwisePower.cpp
@@ -51,6 +51,8 @@
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 const auto ElementwisePowerFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
                                                  framework::dataset::make("DataType", DataType::F32));
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -91,7 +93,8 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwisePowerFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwisePowerFP16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwisePowerFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwisePowerFP16Dataset),
+                                                                                                       InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp16, 0.01);
@@ -101,13 +104,15 @@
 
 TEST_SUITE(F32)
 
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwisePowerFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwisePowerFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwisePowerFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwisePowerFP32Dataset),
+                                                                                                        InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLarge, NEElementwisePowerFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapes(), ElementwisePowerFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunLarge, NEElementwisePowerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapes(), ElementwisePowerFP32Dataset),
+                                                                                                            InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -116,15 +121,23 @@
 template <typename T>
 using NEElementwisePowerBroadcastFixture = ElementwisePowerBroadcastValidationFixture<Tensor, Accessor, NEElementwisePower, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwisePowerBroadcastFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapesBroadcast(),
-                       ElementwisePowerFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwisePowerBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapesBroadcast(),
+                       ElementwisePowerFP32Dataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
 }
-
-FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEElementwisePowerBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapesBroadcast(),
-                       ElementwisePowerFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwisePowerBroadcastFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::TinyShapesBroadcastInplace(),
+                       ElementwisePowerFP32Dataset),
+                       InPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
+}
+FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEElementwisePowerBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(),
+                       ElementwisePowerFP32Dataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
diff --git a/tests/validation/NEON/ElementwiseSquareDiff.cpp b/tests/validation/NEON/ElementwiseSquareDiff.cpp
index 069cbbd..9a86b54 100644
--- a/tests/validation/NEON/ElementwiseSquareDiff.cpp
+++ b/tests/validation/NEON/ElementwiseSquareDiff.cpp
@@ -68,6 +68,8 @@
 #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 const auto ElementwiseSquaredDiffFP32Dataset = combine(combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F32)),
                                                        framework::dataset::make("DataType", DataType::F32));
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 } // namespace
 
 TEST_SUITE(NEON)
@@ -109,7 +111,8 @@
 // *INDENT-ON*
 
 TEST_SUITE(S32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapes(), ElementwiseSquaredDiffS32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<int32_t>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffS32Dataset),
+                                                                                                                      InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -117,7 +120,8 @@
 TEST_SUITE_END() // S32
 
 TEST_SUITE(S16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<int16_t>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseSquaredDiffS16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<int16_t>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffS16Dataset),
+                                                                                                                InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -129,13 +133,12 @@
 
 TEST_SUITE(Quantized)
 TEST_SUITE(QASYMM8)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffQuantizedFixture<uint8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        ElementwiseSquaredDiffQASYMM8Dataset),
                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) }))
-
-                      )
+                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp32, 0.01);
@@ -144,11 +147,23 @@
 using NEElementwiseSquaredDiffQuantizedBroadcastFixture = ElementwiseSquaredDiffQuantizedBroadcastValidationFixture<Tensor, Accessor, NEElementwiseSquaredDiff, T>;
 
 FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseSquaredDiffQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::PRECOMMIT,
-                       combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
-                                                       ElementwiseSquaredDiffQASYMM8Dataset),
+                       combine(combine(combine(combine(combine(datasets::SmallShapesBroadcast(),
+                                                               ElementwiseSquaredDiffQASYMM8Dataset),
+                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                                               framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
+                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })),
+                               OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyBroadcastInPlace, NEElementwiseSquaredDiffQuantizedBroadcastFixture<uint8_t>, framework::DatasetMode::ALL,
+                       combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                               ElementwiseSquaredDiffQASYMM8Dataset),
+                                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
                                                framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
-                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(2.f / 255.f, 10) })),
-                               framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f / 255.f, 5) })))
+                                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(5.f / 255.f, 20) })),
+                               InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -156,11 +171,12 @@
 TEST_SUITE_END()
 
 TEST_SUITE(QASYMM8_SIGNED)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(datasets::SmallShapes(),
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffQuantizedFixture<int8_t>, framework::DatasetMode::PRECOMMIT, combine(combine(combine(combine(combine(datasets::SmallShapes(),
                        ElementwiseSquaredDiffQASYMM8SignedDataset),
                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(1.f, 5) })),
                        framework::dataset::make("QuantizationInfo", { QuantizationInfo(.5f, 5) })),
-                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(.2f, 5) })))
+                       framework::dataset::make("QuantizationInfo", { QuantizationInfo(.2f, 5) })),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -171,7 +187,8 @@
 TEST_SUITE(Float)
 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
 TEST_SUITE(F16)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<half>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP16Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<half>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP16Dataset),
+                                                                                                             InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_fp16, 0.01);
@@ -180,7 +197,8 @@
 #endif           /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */
 
 TEST_SUITE(F32)
-FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<float>, framework::DatasetMode::ALL, combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmall, NEElementwiseSquaredDiffFixture<float>, framework::DatasetMode::ALL, combine(combine(datasets::SmallShapes(), ElementwiseSquaredDiffFP32Dataset),
+                                                                                                              InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -188,15 +206,17 @@
 template <typename T>
 using NEElementwiseSquaredDiffBroadcastFixture = ElementwiseSquaredDiffBroadcastValidationFixture<Tensor, Accessor, NEElementwiseSquaredDiff, T>;
 
-FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseSquaredDiffBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::SmallShapesBroadcast(),
-                       ElementwiseSquaredDiffFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunSmallBroadcast, NEElementwiseSquaredDiffBroadcastFixture<float>, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapesBroadcast(),
+                       ElementwiseSquaredDiffFP32Dataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
 }
 
-FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEElementwiseSquaredDiffBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(datasets::LargeShapesBroadcast(),
-                       ElementwiseSquaredDiffFP32Dataset))
+FIXTURE_DATA_TEST_CASE(RunLargeBroadcast, NEElementwiseSquaredDiffBroadcastFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeShapesBroadcast(),
+                       ElementwiseSquaredDiffFP32Dataset),
+                       OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
diff --git a/tests/validation/NEON/PixelWiseMultiplication.cpp b/tests/validation/NEON/PixelWiseMultiplication.cpp
index 1bb0588..964d1c5 100644
--- a/tests/validation/NEON/PixelWiseMultiplication.cpp
+++ b/tests/validation/NEON/PixelWiseMultiplication.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017-2020 Arm Limited.
+ * Copyright (c) 2017-2021 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -56,6 +56,11 @@
                                                                     framework::dataset::make("Src1QInfo", { QuantizationInfo(2.f / 32768.f, 0) })),
                                                                 framework::dataset::make("OutQInfo", { QuantizationInfo(1.f / 32768.f, 0) }));
 
+const auto PixelWiseMultiplicationQASYMM8QuantInPlaceDataset = combine(combine(
+                                                                           framework::dataset::make("Src0QInfo", { QuantizationInfo(5.f / 32768.f, 10) }),
+                                                                           framework::dataset::make("Src1QInfo", { QuantizationInfo(5.f / 32768.f, 10) })),
+                                                                       framework::dataset::make("OutQInfo", { QuantizationInfo(5.f / 32768.f, 10) }));
+
 const auto PixelWiseMultiplicationPolicySTNUDataset = combine(
                                                           framework::dataset::make("ConvertPolicy", { ConvertPolicy::SATURATE }),
                                                           framework::dataset::make("RoundingPolicy", { RoundingPolicy::TO_NEAREST_UP }));
@@ -75,7 +80,8 @@
  * expected to have either different quantization information, data type
  * or different shape we are not testing in-place computation.
  */
-const auto InPlaceDataSet = framework::dataset::make("InPlace", { false, true });
+const auto InPlaceDataSet    = framework::dataset::make("InPlace", { false, true });
+const auto OutOfPlaceDataSet = framework::dataset::make("InPlace", { false });
 
 #define DEFAULT_VALIDATE validate(Accessor(_target), _reference);
 #define VALIDATE(TYPE, TOLERANCE) validate(Accessor(_target), _reference, AbsoluteTolerance<TYPE>(TOLERANCE), 0.f);
@@ -275,7 +281,19 @@
                                                                                                                      framework::dataset::make("Scale", { scale_unity })),
                                                                                                                      PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                      PixelWiseMultiplicationQASYMM8QuantDataset),
-                                                                                                                     InPlaceDataSet))
+                                                                                                                     OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_qasymm8);
+}
+FIXTURE_DATA_TEST_CASE(RunSmallInPlace, NEPixelWiseMultiplicationQASYMM8SignedFixture, framework::DatasetMode::ALL, combine(combine(combine(combine(combine(combine(combine(datasets::SmallShapes(),
+                       framework::dataset::make("DataTypeIn1", DataType::QASYMM8_SIGNED)),
+                       framework::dataset::make("DataTypeIn2", DataType::QASYMM8_SIGNED)),
+                       framework::dataset::make("DataTypeOut", DataType::QASYMM8_SIGNED)),
+                       framework::dataset::make("Scale", { scale_unity })),
+                       PixelWiseMultiplicationPolicySTZDataset),
+                       PixelWiseMultiplicationQASYMM8QuantInPlaceDataset),
+                       InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -292,7 +310,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_255 })),
                                                                                                                        PixelWiseMultiplicationPolicySTNUDataset),
                                                                                                                        PixelWiseMultiplicationQASYMM8QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -306,7 +324,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_unity })),
                                                                                                                        PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                        PixelWiseMultiplicationQASYMM8QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -320,7 +338,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_other })),
                                                                                                                        PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                        PixelWiseMultiplicationQASYMM8QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -335,7 +353,20 @@
                                                        framework::dataset::make("Scale", { scale_other })),
                                                PixelWiseMultiplicationPolicySTZDataset),
                                        PixelWiseMultiplicationQASYMM8QuantDataset),
-                               framework::dataset::make("InPlace", { false })))
+                               OutOfPlaceDataSet))
+{
+    // Validate output
+    validate(Accessor(_target), _reference, tolerance_qasymm8);
+}
+FIXTURE_DATA_TEST_CASE(RunTinyInPlace, NEPixelWiseMultiplicationBroadcastQASYMM8Fixture, framework::DatasetMode::ALL,
+                       combine(combine(combine(combine(combine(combine(combine(datasets::TinyShapesBroadcastInplace(),
+                                                                               framework::dataset::make("DataTypeIn1", DataType::QASYMM8)),
+                                                                       framework::dataset::make("DataTypeIn2", DataType::QASYMM8)),
+                                                               framework::dataset::make("DataTypeOut", DataType::QASYMM8)),
+                                                       framework::dataset::make("Scale", { scale_other })),
+                                               PixelWiseMultiplicationPolicySTZDataset),
+                                       PixelWiseMultiplicationQASYMM8QuantInPlaceDataset),
+                               InPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qasymm8);
@@ -351,7 +382,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_255 })),
                                                                                                                        PixelWiseMultiplicationPolicySTNUDataset),
                                                                                                                        PixelWiseMultiplicationQSYMM16QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qsymm16);
@@ -365,7 +396,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_unity })),
                                                                                                                        PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                        PixelWiseMultiplicationQSYMM16QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qsymm16);
@@ -379,7 +410,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_other })),
                                                                                                                        PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                        PixelWiseMultiplicationQSYMM16QuantDataset),
-                                                                                                               InPlaceDataSet))
+                                                                                                               OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference, tolerance_qsymm16);
@@ -394,7 +425,7 @@
                                                                                                                     framework::dataset::make("Scale", { scale_unity })),
                                                                                                                     PixelWiseMultiplicationPolicySTZDataset),
                                                                                                                     PixelWiseMultiplicationQSYMM16QuantDataset),
-                                                                                                                    framework::dataset::make("InPlace", { false })))
+                                                                                                                    OutOfPlaceDataSet))
 {
     // Validate output
     validate(Accessor(_target), _reference);
@@ -411,7 +442,7 @@
                                                                                                                        framework::dataset::make("Scale", { scale_255 })),
                                                                                                                        datasets::ConvertPolicies()),
                                                                                                                        framework::dataset::make("RoundingPolicy", RoundingPolicy::TO_NEAREST_UP)),
-                                                                                                                       framework::dataset::make("InPlace", { false })))
+                                                                                                                       OutOfPlaceDataSet))
 {
     // Validate output
     validate_wrap(Accessor(_target), _reference, AbsoluteTolerance<int16_t>(1), 0.f);
@@ -451,17 +482,17 @@
 TEST_SUITE(U8toS16)
 
 TEST_SUITE(Scale255)
-PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_255, TO_NEAREST_UP, framework::dataset::make("InPlace", { false }),
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_255, TO_NEAREST_UP, OutOfPlaceDataSet,
                                                  WRAP_VALIDATE(int16_t, 2))
 TEST_SUITE_END() // Scale255
 
 TEST_SUITE(ScaleUnity)
-PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_unity, TO_ZERO, framework::dataset::make("InPlace", { false }),
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_unity, TO_ZERO, OutOfPlaceDataSet,
                                                  DEFAULT_VALIDATE)
 TEST_SUITE_END() // ScaleUnity
 
 TEST_SUITE(ScaleOther)
-PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_other, TO_ZERO, framework::dataset::make("InPlace", { false }),
+PIXEL_WISE_MULTIPLICATION_FIXTURE_DATA_TEST_CASE(RunSmall, ToS16Fixture<uint8_t>, ALL, SmallShapes(), U8, S16, S16, scale_other, TO_ZERO, OutOfPlaceDataSet,
                                                  DEFAULT_VALIDATE)
 TEST_SUITE_END() // ScaleOther
 
diff --git a/tests/validation/fixtures/ArithmeticOperationsFixture.h b/tests/validation/fixtures/ArithmeticOperationsFixture.h
index 7aa716d..0f7e44e 100644
--- a/tests/validation/fixtures/ArithmeticOperationsFixture.h
+++ b/tests/validation/fixtures/ArithmeticOperationsFixture.h
@@ -47,13 +47,13 @@
 public:
     template <typename...>
     void setup(reference::ArithmeticOperation op, const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info, bool in_place)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info, bool is_inplace)
     {
-        _op        = op;
-        _act_info  = act_info;
-        _in_place  = in_place;
-        _target    = compute_target(shape0, shape1, data_type, convert_policy, qinfo0, qinfo1, qinfo_out);
-        _reference = compute_reference(shape0, shape1, data_type, convert_policy, qinfo0, qinfo1, qinfo_out);
+        _op         = op;
+        _act_info   = act_info;
+        _is_inplace = is_inplace;
+        _target     = compute_target(shape0, shape1, data_type, convert_policy, qinfo0, qinfo1, qinfo_out);
+        _reference  = compute_reference(shape0, shape1, data_type, convert_policy, qinfo0, qinfo1, qinfo_out);
     }
 
 protected:
@@ -67,27 +67,51 @@
                               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
     {
         // Create tensors
-        TensorType  ref_src1   = create_tensor<TensorType>(shape0, data_type, 1, qinfo0);
-        TensorType  ref_src2   = create_tensor<TensorType>(shape1, data_type, 1, qinfo1);
-        TensorType  dst        = create_tensor<TensorType>(TensorShape::broadcast_shape(shape0, shape1), data_type, 1, qinfo_out);
-        TensorType *dst_to_use = _in_place ? &ref_src1 : &dst;
+        const TensorShape out_shape = TensorShape::broadcast_shape(shape0, shape1);
+        TensorType        ref_src1  = create_tensor<TensorType>(shape0, data_type, 1, qinfo0);
+        TensorType        ref_src2  = create_tensor<TensorType>(shape1, data_type, 1, qinfo1);
+        TensorType        dst       = create_tensor<TensorType>(out_shape, data_type, 1, qinfo_out);
+
+        // Check whether do in-place computation and whether inputs are broadcast compatible
+        TensorType *actual_dst = &dst;
+        if(_is_inplace)
+        {
+            bool src1_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out);
+            bool src2_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out);
+            bool do_in_place     = out_shape.total_size() != 0 && (src1_is_inplace || src2_is_inplace);
+            ARM_COMPUTE_ASSERT(do_in_place);
+
+            if(src1_is_inplace)
+            {
+                actual_dst = &ref_src1;
+            }
+            else
+            {
+                actual_dst = &ref_src2;
+            }
+        }
 
         // Create and configure function
         FunctionType arith_op;
-        arith_op.configure(&ref_src1, &ref_src2, dst_to_use, convert_policy, _act_info);
+        arith_op.configure(&ref_src1, &ref_src2, actual_dst, convert_policy, _act_info);
 
         ARM_COMPUTE_ASSERT(ref_src1.info()->is_resizable());
         ARM_COMPUTE_ASSERT(ref_src2.info()->is_resizable());
-        ARM_COMPUTE_ASSERT(dst_to_use->info()->is_resizable());
 
         // Allocate tensors
         ref_src1.allocator()->allocate();
         ref_src2.allocator()->allocate();
-        dst_to_use->allocator()->allocate();
 
         ARM_COMPUTE_ASSERT(!ref_src1.info()->is_resizable());
         ARM_COMPUTE_ASSERT(!ref_src2.info()->is_resizable());
-        ARM_COMPUTE_ASSERT(!dst_to_use->info()->is_resizable());
+
+        // If don't do in-place computation, still need to allocate original dst
+        if(!_is_inplace)
+        {
+            ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
+            dst.allocator()->allocate();
+            ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
+        }
 
         // Fill tensors
         fill(AccessorType(ref_src1), 0);
@@ -96,38 +120,30 @@
         // Compute function
         arith_op.run();
 
-        if(_in_place)
-        {
-            return ref_src1;
-        }
-        return dst;
+        return std::move(*actual_dst);
     }
 
     SimpleTensor<T> compute_reference(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy,
                                       QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
     {
-        // current in-place implementation only supports same metadata of input and output tensors.
-        // By ignoring output quantization information here, we can make test cases implementation much simpler.
-        QuantizationInfo output_qinfo = _in_place ? qinfo0 : qinfo_out;
-
         // Create reference
         SimpleTensor<T> ref_src1{ shape0, data_type, 1, qinfo0 };
         SimpleTensor<T> ref_src2{ shape1, data_type, 1, qinfo1 };
-        SimpleTensor<T> ref_dst{ TensorShape::broadcast_shape(shape0, shape1), data_type, 1, output_qinfo };
+        SimpleTensor<T> ref_dst{ TensorShape::broadcast_shape(shape0, shape1), data_type, 1, qinfo_out };
 
         // Fill reference
         fill(ref_src1, 0);
         fill(ref_src2, 1);
 
         auto result = reference::arithmetic_operation<T>(_op, ref_src1, ref_src2, ref_dst, convert_policy);
-        return _act_info.enabled() ? reference::activation_layer(result, _act_info, output_qinfo) : result;
+        return _act_info.enabled() ? reference::activation_layer(result, _act_info, qinfo_out) : result;
     }
 
     TensorType                     _target{};
     SimpleTensor<T>                _reference{};
     reference::ArithmeticOperation _op{ reference::ArithmeticOperation::ADD };
     ActivationLayerInfo            _act_info{};
-    bool                           _in_place{};
+    bool                           _is_inplace{};
 };
 
 template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
@@ -135,10 +151,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape0, shape1, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), false);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -147,10 +163,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape, shape, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), false);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -159,10 +175,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape0, shape1, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, false);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -171,10 +187,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape, shape, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, false);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -183,11 +199,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape, shape, data_type, convert_policy,
-                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), false);
+                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -196,10 +212,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out,
+               bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::ADD, shape0, shape1, data_type, convert_policy,
-                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), false);
+                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -208,10 +225,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, bool in_place)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape0, shape1, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), in_place);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -221,10 +238,10 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info,
-               bool in_place)
+               bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape0, shape1, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, in_place);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -233,10 +250,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, bool in_place)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape, shape, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), in_place);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -245,10 +262,10 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info, bool in_place)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape, shape, data_type, convert_policy,
-                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, in_place);
+                                                                                            QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -257,11 +274,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool in_place)
+    void setup(const TensorShape &shape, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape, shape, data_type, convert_policy,
-                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), in_place);
+                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace);
     }
 };
 
@@ -271,10 +288,10 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type, ConvertPolicy convert_policy, QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out,
-               bool in_place)
+               bool is_inplace)
     {
         ArithmeticOperationGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(reference::ArithmeticOperation::SUB, shape0, shape1, data_type, convert_policy,
-                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), in_place);
+                                                                                            qinfo0, qinfo1, qinfo_out, ActivationLayerInfo(), is_inplace);
     }
 };
 } // namespace validation
diff --git a/tests/validation/fixtures/ElementwiseOperationsFixture.h b/tests/validation/fixtures/ElementwiseOperationsFixture.h
index 6661862..6f31a73 100644
--- a/tests/validation/fixtures/ElementwiseOperationsFixture.h
+++ b/tests/validation/fixtures/ElementwiseOperationsFixture.h
@@ -49,12 +49,13 @@
     template <typename...>
     void setup(ArithmeticOperation op, const TensorShape &shape0, const TensorShape &shape1,
                DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool in_place = false, bool use_dynamic_shape = false)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace = false, bool use_dynamic_shape = false)
     {
         _op                = op;
         _use_dynamic_shape = use_dynamic_shape;
+        _is_inplace        = is_inplace;
 
-        _target    = compute_target(shape0, shape1, data_type0, data_type1, output_data_type, qinfo0, qinfo1, qinfo_out, in_place);
+        _target    = compute_target(shape0, shape1, data_type0, data_type1, output_data_type, qinfo0, qinfo1, qinfo_out);
         _reference = compute_reference(shape0, shape1, data_type0, data_type1, output_data_type, qinfo0, qinfo1, qinfo_out);
     }
 
@@ -83,7 +84,7 @@
     }
 
     TensorType compute_target(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type,
-                              QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool in_place = false)
+                              QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
     {
         // Create tensors
         const TensorShape out_shape = TensorShape::broadcast_shape(shape0, shape1);
@@ -92,17 +93,19 @@
         TensorType        dst       = create_tensor<TensorType>(out_shape, output_data_type, 1, qinfo_out);
 
         // Check whether do in-place computation and whether inputs are broadcast compatible
-        TensorType *actual_dst        = &dst;
-        bool        src1_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out);
-        bool        src2_can_in_place = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out);
-        bool        do_in_place       = in_place && out_shape.total_size() != 0 && (src1_can_in_place || src2_can_in_place);
-        if(do_in_place)
+        TensorType *actual_dst = &dst;
+        if(_is_inplace)
         {
-            if(src1_can_in_place)
+            bool src1_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out) && (data_type0 == output_data_type);
+            bool src2_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out) && (data_type1 == output_data_type);
+            bool do_in_place     = out_shape.total_size() != 0 && (src1_is_inplace || src2_is_inplace);
+            ARM_COMPUTE_ASSERT(do_in_place);
+
+            if(src1_is_inplace)
             {
                 actual_dst = &ref_src1;
             }
-            else if(src2_can_in_place)
+            else
             {
                 actual_dst = &ref_src2;
             }
@@ -135,8 +138,8 @@
         ref_src1.allocator()->allocate();
         ref_src2.allocator()->allocate();
 
-        // If in-place computation is not supported, still need to allocate original dst
-        if(!do_in_place)
+        // If don't do in-place computation, still need to allocate original dst
+        if(!_is_inplace)
         {
             ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
             dst.allocator()->allocate();
@@ -176,6 +179,7 @@
     SimpleTensor<T>     _reference{};
     ArithmeticOperation _op{ ArithmeticOperation::ADD };
     bool                _use_dynamic_shape{ false };
+    bool                _is_inplace{ false };
 };
 
 // Arithmetic operation fused with activation function
@@ -186,12 +190,13 @@
     template <typename...>
     void setup(ArithmeticOperation op, const TensorShape &shape0, const TensorShape &shape1,
                DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info, bool in_place = false)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info, bool is_inplace = true)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(op, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out, in_place);
-        _act_info = act_info;
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
+        _act_info   = act_info;
+        _is_inplace = is_inplace;
     }
 
 protected:
@@ -199,26 +204,51 @@
                               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
     {
         // Create tensors
-        TensorType ref_src1 = create_tensor<TensorType>(shape0, data_type0, 1, qinfo0);
-        TensorType ref_src2 = create_tensor<TensorType>(shape1, data_type1, 1, qinfo1);
-        TensorType dst      = create_tensor<TensorType>(TensorShape::broadcast_shape(shape0, shape1), output_data_type, 1, qinfo_out);
+        const TensorShape out_shape = TensorShape::broadcast_shape(shape0, shape1);
+        TensorType        ref_src1  = create_tensor<TensorType>(shape0, data_type0, 1, qinfo0);
+        TensorType        ref_src2  = create_tensor<TensorType>(shape1, data_type1, 1, qinfo1);
+        TensorType        dst       = create_tensor<TensorType>(out_shape, output_data_type, 1, qinfo_out);
+
+        // Check whether do in-place computation and whether inputs are broadcast compatible
+        TensorType *actual_dst = &dst;
+        if(_is_inplace)
+        {
+            bool src1_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out) && (data_type0 == output_data_type);
+            bool src2_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out) && (data_type1 == output_data_type);
+            bool do_in_place     = out_shape.total_size() != 0 && (src1_is_inplace || src2_is_inplace);
+            ARM_COMPUTE_ASSERT(do_in_place);
+
+            if(src1_is_inplace)
+            {
+                actual_dst = &ref_src1;
+            }
+            else
+            {
+                actual_dst = &ref_src2;
+            }
+        }
 
         // Create and configure function
         FunctionType elem_op;
-        elem_op.configure(&ref_src1, &ref_src2, &dst, _act_info);
+        elem_op.configure(&ref_src1, &ref_src2, actual_dst, _act_info);
 
         ARM_COMPUTE_ASSERT(ref_src1.info()->is_resizable());
         ARM_COMPUTE_ASSERT(ref_src2.info()->is_resizable());
-        ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
 
         // Allocate tensors
         ref_src1.allocator()->allocate();
         ref_src2.allocator()->allocate();
-        dst.allocator()->allocate();
+
+        // If don't do in-place computation, still need to allocate original dst
+        if(!_is_inplace)
+        {
+            ARM_COMPUTE_ASSERT(dst.info()->is_resizable());
+            dst.allocator()->allocate();
+            ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
+        }
 
         ARM_COMPUTE_ASSERT(!ref_src1.info()->is_resizable());
         ARM_COMPUTE_ASSERT(!ref_src2.info()->is_resizable());
-        ARM_COMPUTE_ASSERT(!dst.info()->is_resizable());
 
         // Fill tensors
         fill(AccessorType(ref_src1), 0);
@@ -227,7 +257,7 @@
         // Compute function
         elem_op.run();
 
-        return dst;
+        return std::move(*actual_dst);
     }
 
     SimpleTensor<T> compute_reference(const TensorShape &shape0, const TensorShape &shape1,
@@ -240,6 +270,7 @@
     }
 
     ActivationLayerInfo _act_info{};
+    bool                _is_inplace{ false };
 };
 
 template <typename TensorType, typename AccessorType, typename FunctionType, typename T>
@@ -247,11 +278,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -260,11 +291,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -273,11 +304,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true, true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace, true);
     }
 };
 
@@ -286,11 +317,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -299,11 +330,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape0, shape1,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, true);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -312,11 +343,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -325,11 +356,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -339,12 +370,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::DIV, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -353,11 +384,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -366,11 +397,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -379,11 +410,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape0, shape1,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, true);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -392,11 +423,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -406,12 +437,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -421,12 +452,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MAX, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out, true);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -435,11 +466,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -448,11 +479,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -461,11 +492,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape0, shape1,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, true);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -474,11 +505,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -488,12 +519,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -503,12 +534,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::MIN, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out, true);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -517,11 +548,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -530,11 +561,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -543,11 +574,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape0, shape1,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, true);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -556,11 +587,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -570,12 +601,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -585,12 +616,12 @@
 public:
     template <typename...>
     void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type,
-               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out)
+               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, bool is_inplace)
 
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::SQUARED_DIFF, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out, true);
+                                                                                             qinfo0, qinfo1, qinfo_out, is_inplace);
     }
 };
 
@@ -603,7 +634,7 @@
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::PRELU, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
     }
 };
 
@@ -646,7 +677,7 @@
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::PRELU, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             qinfo0, qinfo1, qinfo_out, true);
+                                                                                             qinfo0, qinfo1, qinfo_out);
     }
 };
 
@@ -655,11 +686,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::POWER, shape0, shape1,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), true);
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -668,11 +699,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, bool is_inplace)
     {
         ArithmeticOperationsGenericFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::POWER, shape, shape,
                                                                                              data_type0, data_type1, output_data_type,
-                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo());
+                                                                                             QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), is_inplace);
     }
 };
 
@@ -681,11 +712,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape0, const TensorShape &shape1, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::POWER, shape0, shape1,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, true);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
@@ -694,11 +725,11 @@
 {
 public:
     template <typename...>
-    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info)
+    void setup(const TensorShape &shape, DataType data_type0, DataType data_type1, DataType output_data_type, ActivationLayerInfo act_info, bool is_inplace)
     {
         ArithmeticOperationsFuseActivationFixture<TensorType, AccessorType, FunctionType, T>::setup(ArithmeticOperation::POWER, shape, shape,
                                                                                                     data_type0, data_type1, output_data_type,
-                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info);
+                                                                                                    QuantizationInfo(), QuantizationInfo(), QuantizationInfo(), act_info, is_inplace);
     }
 };
 
diff --git a/tests/validation/fixtures/PixelWiseMultiplicationFixture.h b/tests/validation/fixtures/PixelWiseMultiplicationFixture.h
index 7c643bd..8dc5179 100644
--- a/tests/validation/fixtures/PixelWiseMultiplicationFixture.h
+++ b/tests/validation/fixtures/PixelWiseMultiplicationFixture.h
@@ -76,9 +76,29 @@
                               QuantizationInfo qinfo0, QuantizationInfo qinfo1, QuantizationInfo qinfo_out, ActivationLayerInfo act_info)
     {
         // Create tensors
-        TensorType src1 = create_tensor<TensorType>(shape0, dt_in1, 1, qinfo0);
-        TensorType src2 = create_tensor<TensorType>(shape1, dt_in2, 1, qinfo1);
-        TensorType dst  = create_tensor<TensorType>(TensorShape::broadcast_shape(shape0, shape1), dt_out, 1, qinfo_out);
+        const TensorShape out_shape = TensorShape::broadcast_shape(shape0, shape1);
+        TensorType        src1      = create_tensor<TensorType>(shape0, dt_in1, 1, qinfo0);
+        TensorType        src2      = create_tensor<TensorType>(shape1, dt_in2, 1, qinfo1);
+        TensorType        dst       = create_tensor<TensorType>(out_shape, dt_out, 1, qinfo_out);
+
+        // Check whether do in-place computation and whether inputs are broadcast compatible
+        TensorType *actual_dst = &dst;
+        if(_is_inplace)
+        {
+            bool src1_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape0, 0) && (qinfo0 == qinfo_out) && (dt_in1 == dt_out);
+            bool src2_is_inplace = !arm_compute::detail::have_different_dimensions(out_shape, shape1, 0) && (qinfo1 == qinfo_out) && (dt_in2 == dt_out);
+            bool do_in_place     = out_shape.total_size() != 0 && (src1_is_inplace || src2_is_inplace);
+            ARM_COMPUTE_ASSERT(do_in_place);
+
+            if(src1_is_inplace)
+            {
+                actual_dst = &src1;
+            }
+            else
+            {
+                actual_dst = &src2;
+            }
+        }
 
         auto allocate_tensor = [](TensorType & t)
         {
@@ -89,11 +109,12 @@
 
         // Create and configure function
         FunctionType multiply;
-        multiply.configure(&src1, &src2, (_is_inplace ? &src1 : &dst), scale, convert_policy, rounding_policy, act_info);
+        multiply.configure(&src1, &src2, actual_dst, scale, convert_policy, rounding_policy, act_info);
 
         allocate_tensor(src1);
         allocate_tensor(src2);
 
+        // If don't do in-place computation, still need to allocate original dst
         if(!_is_inplace)
         {
             allocate_tensor(dst);
@@ -106,12 +127,7 @@
         // Compute function
         multiply.run();
 
-        if(_is_inplace)
-        {
-            return src1;
-        }
-
-        return dst;
+        return std::move(*actual_dst);
     }
 
     SimpleTensor<T3> compute_reference(const TensorShape &shape0, const TensorShape &shape1, DataType dt_in1, DataType dt_in2, DataType dt_out,
@@ -122,16 +138,12 @@
         SimpleTensor<T1> src1{ shape0, dt_in1, 1, qinfo0 };
         SimpleTensor<T2> src2{ shape1, dt_in2, 1, qinfo1 };
 
-        // current in-place implementation only supports same metadata of input and output tensors.
-        // By ignoring output quantization information here, we can make test cases implementation much simpler.
-        QuantizationInfo output_qinfo = _is_inplace ? qinfo0 : qinfo_out;
-
         // Fill reference
         fill(src1, 0);
         fill(src2, 1);
 
-        auto result = reference::pixel_wise_multiplication<T1, T2, T3>(src1, src2, scale, convert_policy, rounding_policy, dt_out, output_qinfo);
-        return act_info.enabled() ? reference::activation_layer(result, act_info, output_qinfo) : result;
+        auto result = reference::pixel_wise_multiplication<T1, T2, T3>(src1, src2, scale, convert_policy, rounding_policy, dt_out, qinfo_out);
+        return act_info.enabled() ? reference::activation_layer(result, act_info, qinfo_out) : result;
     }
 
     TensorType       _target{};