From c42a987aa53d0fd842c34dee90abef5a9ff15fa4 Mon Sep 17 00:00:00 2001
From: Colm Donelan <colm.donelan@arm.com>
Date: Wed, 2 Feb 2022 16:35:09 +0000
Subject: IVGCVSW-6635 Move MemCopyTestImpl from acl to armnnTestUtils.

* Move MemCopyTestImpl.hpp from src/backends/aclCommon/test/ to
  include/armnnTestutils.
* Refactor MemCopyTests in aclCommon, cl and Neon.
* Introduce RefMemCopyTests to exercise this utility in x86 builds.

Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8824f013d3656658ed0a2904bb79384e3af68641
---
 include/armnnUtils/QuantizeHelper.hpp | 132 ++++++++++++++++++++++++++++++++++
 1 file changed, 132 insertions(+)
 create mode 100644 include/armnnUtils/QuantizeHelper.hpp

(limited to 'include/armnnUtils/QuantizeHelper.hpp')

diff --git a/include/armnnUtils/QuantizeHelper.hpp b/include/armnnUtils/QuantizeHelper.hpp
new file mode 100644
index 0000000000..231b8411cb
--- /dev/null
+++ b/include/armnnUtils/QuantizeHelper.hpp
@@ -0,0 +1,132 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/utility/IgnoreUnused.hpp>
+#include <armnn/utility/NumericCast.hpp>
+#include <armnn/TypesUtils.hpp>
+
+#include <BFloat16.hpp>
+#include <Half.hpp>
+
+#include <initializer_list>
+#include <iterator>
+#include <vector>
+
+namespace armnnUtils
+{
+
+template<typename T, bool DoQuantize=true>
+struct SelectiveQuantizer
+{
+    static T Quantize(float value, float scale, int32_t offset)
+    {
+        return armnn::Quantize<T>(value, scale, offset);
+    }
+
+    static float Dequantize(T value, float scale, int32_t offset)
+    {
+        return armnn::Dequantize(value, scale, offset);
+    }
+};
+
+template<typename T>
+struct SelectiveQuantizer<T, false>
+{
+    static T Quantize(float value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return value;
+    }
+
+    static float Dequantize(T value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return value;
+    }
+};
+
+template<>
+struct SelectiveQuantizer<armnn::Half, false>
+{
+    static armnn::Half Quantize(float value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return armnn::Half(value);
+    }
+
+    static float Dequantize(armnn::Half value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return value;
+    }
+};
+
+template<>
+struct SelectiveQuantizer<armnn::BFloat16, false>
+{
+    static armnn::BFloat16 Quantize(float value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return armnn::BFloat16(value);
+    }
+
+    static float Dequantize(armnn::BFloat16 value, float scale, int32_t offset)
+    {
+        armnn::IgnoreUnused(scale, offset);
+        return value;
+    }
+};
+
+template<typename T>
+T SelectiveQuantize(float value, float scale, int32_t offset)
+{
+    return SelectiveQuantizer<T, armnn::IsQuantizedType<T>()>::Quantize(value, scale, offset);
+};
+
+template<typename T>
+float SelectiveDequantize(T value, float scale, int32_t offset)
+{
+    return SelectiveQuantizer<T, armnn::IsQuantizedType<T>()>::Dequantize(value, scale, offset);
+};
+
+template<typename ItType>
+struct IsFloatingPointIterator
+{
+    static constexpr bool value=std::is_floating_point<typename std::iterator_traits<ItType>::value_type>::value;
+};
+
+template <typename T, typename FloatIt,
+typename std::enable_if<IsFloatingPointIterator<FloatIt>::value, int>::type=0 // Makes sure fp iterator is valid.
+>
+std::vector<T> QuantizedVector(FloatIt first, FloatIt last, float qScale, int32_t qOffset)
+{
+    std::vector<T> quantized;
+    quantized.reserve(armnn::numeric_cast<size_t>(std::distance(first, last)));
+
+    for (auto it = first; it != last; ++it)
+    {
+        auto f = *it;
+        T q = SelectiveQuantize<T>(f, qScale, qOffset);
+        quantized.push_back(q);
+    }
+
+    return quantized;
+}
+
+template<typename T>
+std::vector<T> QuantizedVector(const std::vector<float>& array, float qScale = 1.f, int32_t qOffset = 0)
+{
+    return QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);
+}
+
+template<typename T>
+std::vector<T> QuantizedVector(std::initializer_list<float> array, float qScale = 1.f, int32_t qOffset = 0)
+{
+    return QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);
+}
+
+} // namespace armnnUtils
-- 
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