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authorSadik Armagan <sadik.armagan@arm.com>2020-03-19 13:53:16 +0000
committerJim Flynn <jim.flynn@arm.com>2020-03-19 21:47:24 +0000
commitb60dd243d3d8131f246f2b122309b998287151d2 (patch)
treeaf5e84f753236078006c32957a7d35f4ac708563 /src/backends/reference
parenta0687eef149fbf57bb6db0621ec65724f550b1ed (diff)
downloadarmnn-b60dd243d3d8131f246f2b122309b998287151d2.tar.gz
IVGCVSW-4565 TENSOR_BOOL8 data type not supported in AndroidNN Driver
* Enabled Boolean and Int32 data types in Reference Comparison inputs * Added decoder for Boolean data type * Refactored ClGreaterWorkload to work with any data type * Refactored NeonGreaterWorkload to work with any data type !android-nn-driver:2902 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I92772810b744b388831c9dca0119ebf8cb7a447e
Diffstat (limited to 'src/backends/reference')
-rw-r--r--src/backends/reference/RefLayerSupport.cpp7
-rw-r--r--src/backends/reference/workloads/BaseIterator.hpp16
-rw-r--r--src/backends/reference/workloads/Decoders.hpp4
3 files changed, 24 insertions, 3 deletions
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index 9f22b9ef0e..7d3600cf09 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp
@@ -302,14 +302,15 @@ bool RefLayerSupport::IsComparisonSupported(const TensorInfo& input0,
Optional<std::string&> reasonIfUnsupported) const
{
IgnoreUnused(descriptor);
-
- std::array<DataType, 5> supportedInputTypes =
+ std::array<DataType, 7> supportedInputTypes =
{
+ DataType::Boolean,
DataType::BFloat16,
DataType::Float32,
DataType::Float16,
DataType::QAsymmU8,
- DataType::QSymmS16
+ DataType::QSymmS16,
+ DataType::Signed32
};
bool supported = true;
diff --git a/src/backends/reference/workloads/BaseIterator.hpp b/src/backends/reference/workloads/BaseIterator.hpp
index 5cae5bda83..f43e8b67a9 100644
--- a/src/backends/reference/workloads/BaseIterator.hpp
+++ b/src/backends/reference/workloads/BaseIterator.hpp
@@ -275,6 +275,22 @@ public:
}
};
+class BooleanDecoder : public TypedIterator<const uint8_t, Decoder<float>>
+{
+public:
+ BooleanDecoder(const uint8_t* data)
+ : TypedIterator(data) {}
+
+ BooleanDecoder()
+ : BooleanDecoder(nullptr) {}
+
+ float Get() const override
+ {
+ return *m_Iterator;
+ }
+
+};
+
class QASymm8Encoder : public TypedIterator<uint8_t, Encoder<float>>
{
public:
diff --git a/src/backends/reference/workloads/Decoders.hpp b/src/backends/reference/workloads/Decoders.hpp
index 83c57c1169..3434ccb764 100644
--- a/src/backends/reference/workloads/Decoders.hpp
+++ b/src/backends/reference/workloads/Decoders.hpp
@@ -136,6 +136,10 @@ inline std::unique_ptr<Decoder<float>> MakeDecoder(const TensorInfo& info, const
info.GetQuantizationOffset());
}
}
+ case armnn::DataType::Boolean:
+ {
+ return std::make_unique<BooleanDecoder>(static_cast<const uint8_t*>(data));
+ }
default:
{
BOOST_ASSERT_MSG(false, "Unsupported Data Type!");