commit 10c53f1ef317095ddcd9143bf759cc68ecb0e721
author Manuel Bottini <manuel.bottini@arm.com> Wed Jul 17 16:11:53 2019 +0100
committer Manuel Bottini <manuel.bottini@arm.com> Mon Jul 22 14:06:55 2019 +0000
tree 644954b909692f1d6b4e20194e81708503a62c2b
parent d176d54b94c5337c97bd87671ce390804da8c10b

COMPMID-2307: QUANTIZED_16BIT_LSTM operator for CL

Change-Id: I1b52df359f1a368d585fac43a08496544dd2f86f
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1568
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>

tests/validation/reference/DequantizationLayer.cpp

diff --git a/tests/validation/reference/DequantizationLayer.cpp b/tests/validation/reference/DequantizationLayer.cpp
index d07371c..cceee04 100644
--- a/tests/validation/reference/DequantizationLayer.cpp
+++ b/tests/validation/reference/DequantizationLayer.cpp
@@ -45,6 +45,11 @@
 {
     return static_cast<TOut>(dequantize_qasymm8(val, qinfo));
 }
+template <typename TOut>
+TOut dequantize(int16_t val, const UniformQuantizationInfo qinfo)
+{
+    return static_cast<TOut>(dequantize_qsymm16(val, qinfo));
+}
 
 template <typename TOut, typename TIn>
 SimpleTensor<TOut> dequantization_layer_nchw(const SimpleTensor<TIn> &src)
@@ -72,7 +77,7 @@
                 // Dequantize slice
                 for(int s = 0; s < WH; ++s)
                 {
-                    dst[idx + s] = dequantize<TOut>(src[idx + s], channel_qinfo);
+                    dst[idx + s] = dequantize<TOut>(static_cast<TIn>(src[idx + s]), channel_qinfo);
                 }
             }
         }
@@ -84,7 +89,7 @@
 
         for(int i = 0; i < src.num_elements(); ++i)
         {
-            dst[i] = static_cast<TOut>(dequantize<TOut>(src[i], quantization_info));
+            dst[i] = static_cast<TOut>(dequantize<TOut>(static_cast<TIn>(src[i]), quantization_info));
         }
     }
 
@@ -109,6 +114,8 @@
 template SimpleTensor<float> dequantization_layer(const SimpleTensor<uint8_t> &src);
 template SimpleTensor<half> dequantization_layer(const SimpleTensor<int8_t> &src);
 template SimpleTensor<float> dequantization_layer(const SimpleTensor<int8_t> &src);
+template SimpleTensor<half> dequantization_layer(const SimpleTensor<int16_t> &src);
+template SimpleTensor<float> dequantization_layer(const SimpleTensor<int16_t> &src);
 } // namespace reference
 } // namespace validation
 } // namespace test