From ae6ef7cb55af14dc25f85c6957edbba31d778d1f Mon Sep 17 00:00:00 2001 From: Sang-Hoon Park Date: Wed, 13 Nov 2019 16:51:45 +0000 Subject: COMPMID-2763 convert functions and helpers for QASYMM8_SIGNED Helpers and functions are modified to add capabilities to convert from/to QASYMM8_SIGNED. Change-Id: Iadd94f9a8469da77421d6987ce67738cf16a1c52 Signed-off-by: Sang-Hoon Park Reviewed-on: https://review.mlplatform.org/c/2288 Comments-Addressed: Arm Jenkins Tested-by: Arm Jenkins Reviewed-by: Michele Di Giorgio Reviewed-by: Georgios Pinitas --- tests/validation/Helpers.cpp | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) (limited to 'tests/validation') diff --git a/tests/validation/Helpers.cpp b/tests/validation/Helpers.cpp index e362e05b81..fa2f51ec38 100644 --- a/tests/validation/Helpers.cpp +++ b/tests/validation/Helpers.cpp @@ -145,6 +145,31 @@ SimpleTensor convert_to_asymmetric(const SimpleTensor &src, cons return dst; } +template <> +SimpleTensor convert_to_asymmetric(const SimpleTensor &src, const QuantizationInfo &quantization_info) +{ + SimpleTensor dst{ src.shape(), DataType::QASYMM8_SIGNED, 1, quantization_info }; + const UniformQuantizationInfo &qinfo = quantization_info.uniform(); + + for(int i = 0; i < src.num_elements(); ++i) + { + dst[i] = quantize_qasymm8_signed(src[i], qinfo); + } + return dst; +} + +SimpleTensor convert_from_asymmetric(const SimpleTensor &src) +{ + const UniformQuantizationInfo &quantization_info = src.quantization_info().uniform(); + SimpleTensor dst{ src.shape(), DataType::F32, 1, QuantizationInfo(), src.data_layout() }; + + for(int i = 0; i < src.num_elements(); ++i) + { + dst[i] = dequantize_qasymm8_signed(src[i], quantization_info); + } + return dst; +} + template <> SimpleTensor convert_to_asymmetric(const SimpleTensor &src, const QuantizationInfo &quantization_info) { -- cgit v1.2.1