COMPMID-3477: Remove padding from NEPixelWiseMultiplicationKernel

Remove padding from all NEPixelWiseMultiplicationKernel functions.
Add test case for U8_U8_S16(input1,input2,output).
Add reference code for U8_U8_S16(input1,input2,output).
Remove window shrink test from NormalizationLayer.

Signed-off-by: Sheri Zhang <sheri.zhang@arm.com>
Change-Id: I28d89790c5527a42f918814a0ee3d6ec4c273532
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3468
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>

1 files changed, 29 insertions, 0 deletions

diff --git a/tests/validation/reference/PixelWiseMultiplication.cpp b/tests/validation/reference/PixelWiseMultiplication.cpp
index 3e21fca72a..0ee8dee808 100644
--- a/tests/validation/reference/PixelWiseMultiplication.cpp
+++ b/tests/validation/reference/PixelWiseMultiplication.cpp
@@ -178,6 +178,34 @@ SimpleTensor<uint8_t> pixel_wise_multiplication(const SimpleTensor<uint8_t> &src
 }
 
 template <>
+SimpleTensor<int16_t> pixel_wise_multiplication(const SimpleTensor<uint8_t> &src1, const SimpleTensor<uint8_t> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy,
+                                                DataType dt_out, const QuantizationInfo &qout)
+{
+    SimpleTensor<int16_t> dst(TensorShape::broadcast_shape(src1.shape(), src2.shape()), dt_out, 1, qout);
+
+    if(src1.data_type() == DataType::QASYMM8 && src2.data_type() == DataType::QASYMM8)
+    {
+        SimpleTensor<float> src1_tmp = convert_from_asymmetric(src1);
+        SimpleTensor<float> src2_tmp = convert_from_asymmetric(src2);
+        SimpleTensor<float> dst_tmp  = pixel_wise_multiplication<float, float, float>(src1_tmp, src2_tmp, scale, convert_policy, rounding_policy, DataType::F32, qout);
+        dst                          = convert_to_symmetric<int16_t>(dst_tmp, qout);
+    }
+    else
+    {
+        if(scale < 0)
+        {
+            ARM_COMPUTE_ERROR("Scale of pixel-wise multiplication must be non-negative");
+        }
+
+        Coordinates id_src1{};
+        Coordinates id_src2{};
+        Coordinates id_dst{};
+        BroadcastUnroll<Coordinates::num_max_dimensions>::unroll(src1, src2, dst, scale, convert_policy, rounding_policy, id_src1, id_src2, id_dst);
+    }
+    return dst;
+}
+
+template <>
 SimpleTensor<int8_t> pixel_wise_multiplication(const SimpleTensor<int8_t> &src1, const SimpleTensor<int8_t> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy,
                                                DataType dt_out, const QuantizationInfo &qout)
 {
@@ -234,6 +262,7 @@ SimpleTensor<int16_t> pixel_wise_multiplication(const SimpleTensor<int16_t> &src
 }
 // *INDENT-OFF*
 // clang-format off
+template SimpleTensor<int16_t> pixel_wise_multiplication(const SimpleTensor<uint8_t> &src1, const SimpleTensor<uint8_t> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, DataType dt_out, const QuantizationInfo &qout);
 template SimpleTensor<int16_t> pixel_wise_multiplication(const SimpleTensor<uint8_t> &src1, const SimpleTensor<int16_t> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, DataType dt_out, const QuantizationInfo &qout);
 template SimpleTensor<int32_t> pixel_wise_multiplication(const SimpleTensor<int16_t> &src1, const SimpleTensor<int16_t> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, DataType dt_out, const QuantizationInfo &qout);
 template SimpleTensor<float> pixel_wise_multiplication(const SimpleTensor<float> &src1, const SimpleTensor<float> &src2, float scale, ConvertPolicy convert_policy, RoundingPolicy rounding_policy, DataType dt_out, const QuantizationInfo &qout);