IVGCVSW-3609 Fix decoding and encoding of INT32 tensors
* Added Int32Decoder and Int32Encoder to decode INT32 tensors
* Changed MakeDecoder to return ScaledInt32Decoder only
if the scale is different from 0, i.e. for quantized bias
tensors
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I278061d445d1c549c7ace11f51aa172ce7c691ae
diff --git a/src/backends/reference/workloads/BaseIterator.hpp b/src/backends/reference/workloads/BaseIterator.hpp
index 5583fe7..c9fd773 100644
--- a/src/backends/reference/workloads/BaseIterator.hpp
+++ b/src/backends/reference/workloads/BaseIterator.hpp
@@ -175,6 +175,21 @@
const float m_Scale;
};
+class Int32Decoder : public TypedIterator<const int32_t, Decoder<float>>
+{
+public:
+ Int32Decoder(const int32_t* data)
+ : TypedIterator(data) {}
+
+ Int32Decoder()
+ : Int32Decoder(nullptr) {}
+
+ float Get() const override
+ {
+ return static_cast<float>(*m_Iterator);
+ }
+};
+
class QASymm8Encoder : public TypedIterator<uint8_t, Encoder<float>>
{
public:
@@ -243,6 +258,26 @@
}
};
+class Int32Encoder : public TypedIterator<int32_t, Encoder<float>>
+{
+public:
+ Int32Encoder(int32_t* data)
+ : TypedIterator(data) {}
+
+ Int32Encoder()
+ : Int32Encoder(nullptr) {}
+
+ void Set(float right) override
+ {
+ *m_Iterator = static_cast<int32_t>(right);
+ }
+
+ float Get() const override
+ {
+ return static_cast<float>(*m_Iterator);
+ }
+};
+
class BooleanEncoder : public TypedIterator<uint8_t, Encoder<bool>>
{
public: