diff options
Diffstat (limited to 'tests/validation/reference/QuantizationLayer.cpp')
-rw-r--r-- | tests/validation/reference/QuantizationLayer.cpp | 35 |
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 |