Reference model changes for fp16 support

Change-Id: I72f21fcfa153046274969d327313e3349981dbe6
Signed-off-by: James Ward <james.ward@arm.com>

1 files changed, 40 insertions, 1 deletions

diff --git a/reference_model/src/ops/template_types.h b/reference_model/src/ops/template_types.h
index 2bc7e04..9511c31 100644
--- a/reference_model/src/ops/template_types.h
+++ b/reference_model/src/ops/template_types.h
@@ -1,5 +1,5 @@
 
-// Copyright (c) 2020-2021, ARM Limited.
+// Copyright (c) 2020-2022, ARM Limited.
 //
 //    Licensed under the Apache License, Version 2.0 (the "License");
 //    you may not use this file except in compliance with the License.
@@ -18,6 +18,7 @@
 
 #include "tosa_generated.h"
 #include <Eigen/CXX11/Tensor>
+#include "half.hpp"
 
 using namespace tosa;
 
@@ -69,6 +70,12 @@ struct GetEigenType<DType_FLOAT>
     using type = float;
 };
 template <>
+struct GetEigenType<DType_FP16>
+{
+    // NOTE: full precision used
+    using type = float;
+};
+template <>
 struct GetEigenType<DType_INT32>
 {
     using type = int32_t;
@@ -109,6 +116,28 @@ struct GetEigenType<DType_INT16>
     using type = int32_t;
 };
 
+/* Get Accumulate Eigen Type:
+Same behaviour as GetEigenType for all DTypes except the
+single specialised case of DType_FP16. */
+template <DType Dtype>
+struct GetAccEigenType;
+template <>
+struct GetAccEigenType<DType_FP16>
+{
+    using type = half_float::half;
+};
+template <DType Dtype>
+struct GetAccEigenType
+{
+    using type = typename GetEigenType<Dtype>::type;
+};
+
+template <DType Dtype>
+struct GetHalfEigenType
+{
+    using type = half_float::half;
+};
+
 // Meta function to get number of bits
 template <DType T>
 struct GetNumBits
@@ -155,6 +184,11 @@ struct GetNumBits<DType_INT48>
 {
     static constexpr int32_t value = 48;
 };
+template <>
+struct GetNumBits<DType_FP16>
+{
+    static constexpr int32_t value = 16;
+};
 
 // Meta function to get quantized min/max in compile time
 template <DType T>
@@ -262,6 +296,11 @@ struct GetAccDType<DType_INT16, DType_INT16>
     static constexpr DType value = DType_INT48;
 };
 template <>
+struct GetAccDType<DType_FP16, DType_FP16>
+{
+    static constexpr DType value = DType_FP16;
+};
+template <>
 struct GetAccDType<DType_FLOAT, DType_FLOAT>
 {
     static constexpr DType value = DType_FLOAT;