From 8832522f47b701f5f042069e7bf8deae9b75d449 Mon Sep 17 00:00:00 2001 From: Narumol Prangnawarat Date: Fri, 6 Mar 2020 14:45:57 +0000 Subject: IVGCVSW-4517 Implement BFloat16 Encoder and Decoder * Add ConvertFloat32ToBFloat16 * Add ConvertBFloat16ToFloat32 * Add BFloat16Encoder * Add BFloat16Decoder * Unit tests Signed-off-by: Narumol Prangnawarat Change-Id: I198888384c923aba28cfbed09a02edc6f8194b3e --- src/backends/reference/workloads/BaseIterator.hpp | 39 +++++++++++++++++++++++ 1 file changed, 39 insertions(+) (limited to 'src/backends/reference/workloads/BaseIterator.hpp') diff --git a/src/backends/reference/workloads/BaseIterator.hpp b/src/backends/reference/workloads/BaseIterator.hpp index c48201837b..3f0144670f 100644 --- a/src/backends/reference/workloads/BaseIterator.hpp +++ b/src/backends/reference/workloads/BaseIterator.hpp @@ -194,6 +194,23 @@ private: const int32_t m_Offset; }; +class BFloat16Decoder : public TypedIterator> +{ +public: + BFloat16Decoder(const BFloat16* data) + : TypedIterator(data) {} + + BFloat16Decoder() + : BFloat16Decoder(nullptr) {} + + float Get() const override + { + float val = 0.f; + armnnUtils::FloatingPointConverter::ConvertBFloat16ToFloat32(m_Iterator, 1, &val); + return val; + } +}; + class Float16Decoder : public TypedIterator> { public: @@ -355,6 +372,28 @@ private: const int32_t m_Offset; }; +class BFloat16Encoder : public TypedIterator> +{ +public: + BFloat16Encoder(armnn::BFloat16* data) + : TypedIterator(data) {} + + BFloat16Encoder() + : BFloat16Encoder(nullptr) {} + + void Set(float right) override + { + armnnUtils::FloatingPointConverter::ConvertFloat32ToBFloat16(&right, 1, m_Iterator); + } + + float Get() const override + { + float val = 0.f; + armnnUtils::FloatingPointConverter::ConvertBFloat16ToFloat32(m_Iterator, 1, &val); + return val; + } +}; + class Float16Encoder : public TypedIterator> { public: -- cgit v1.2.1