aboutsummaryrefslogtreecommitdiff
path: root/tests/validation/reference/QuantizationLayer.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'tests/validation/reference/QuantizationLayer.cpp')
-rw-r--r--tests/validation/reference/QuantizationLayer.cpp35
1 files changed, 27 insertions, 8 deletions
diff --git a/tests/validation/reference/QuantizationLayer.cpp b/tests/validation/reference/QuantizationLayer.cpp
index 182585abf9..ae23f7ec27 100644
--- a/tests/validation/reference/QuantizationLayer.cpp
+++ b/tests/validation/reference/QuantizationLayer.cpp
@@ -33,26 +33,45 @@ namespace validation
{
namespace reference
{
-template <typename T>
-SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<T> &src, const QuantizationInfo &quantization_info)
+template <typename Tin, typename Tout>
+SimpleTensor<Tout> quantization_layer(const SimpleTensor<Tin> &src, DataType output_data_type, const QuantizationInfo &quantization_info)
{
// Create reference
- SimpleTensor<uint8_t> dst{ src.shape(), DataType::QASYMM8, 1, quantization_info };
+ SimpleTensor<Tout> dst{ src.shape(), output_data_type, 1, quantization_info };
const UniformQuantizationInfo qinfo = quantization_info.uniform();
- for(int i = 0; i < src.num_elements(); ++i)
+ switch(output_data_type)
{
+ case DataType::QASYMM8:
+ for(int i = 0; i < src.num_elements(); ++i)
+ {
#ifdef __aarch64__
- dst[i] = quantize_qasymm8((src[i]), qinfo, RoundingPolicy::TO_NEAREST_EVEN);
+ dst[i] = quantize_qasymm8((src[i]), qinfo, RoundingPolicy::TO_NEAREST_EVEN);
#else // __aarch64__
- dst[i] = quantize_qasymm8((src[i]), qinfo, RoundingPolicy::TO_ZERO);
+ dst[i] = quantize_qasymm8((src[i]), qinfo, RoundingPolicy::TO_ZERO);
#endif // __aarch64__
+ }
+ break;
+ case DataType::QASYMM16:
+ for(int i = 0; i < src.num_elements(); ++i)
+ {
+#ifdef __aarch64__
+ dst[i] = quantize_qasymm16((src[i]), qinfo, RoundingPolicy::TO_NEAREST_EVEN);
+#else // __aarch64__
+ dst[i] = quantize_qasymm16((src[i]), qinfo, RoundingPolicy::TO_ZERO);
+#endif // __aarch64__
+ }
+ break;
+ default:
+ ARM_COMPUTE_ERROR("Unsupported output data type");
}
return dst;
}
-template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<half> &src, const QuantizationInfo &quantization_info);
-template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<float> &src, const QuantizationInfo &quantization_info);
+template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<half> &src, DataType output_data_type, const QuantizationInfo &quantization_info);
+template SimpleTensor<uint8_t> quantization_layer(const SimpleTensor<float> &src, DataType output_data_type, const QuantizationInfo &quantization_info);
+template SimpleTensor<uint16_t> quantization_layer(const SimpleTensor<half> &src, DataType output_data_type, const QuantizationInfo &quantization_info);
+template SimpleTensor<uint16_t> quantization_layer(const SimpleTensor<float> &src, DataType output_data_type, const QuantizationInfo &quantization_info);
} // namespace reference
} // namespace validation
} // namespace test