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author | Jan Eilers <jan.eilers@arm.com> | 2019-11-01 11:09:36 +0000 |
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committer | Jan Eilers <jan.eilers@arm.com> | 2019-11-04 12:09:08 +0000 |
commit | f71079328ae72a65c91e410b2bd35eabb67cb6d1 (patch) | |
tree | e5460c94ea84f0ffb6ec09df820912cd9bd750ec /src/backends/reference/workloads/Dequantize.cpp | |
parent | 7ff9a6096e3c1facbd6786993a6437b9f72069d2 (diff) | |
download | armnn-f71079328ae72a65c91e410b2bd35eabb67cb6d1.tar.gz |
Add fp16 support for dequantize
* Changed RefDequantizeWorkload to use Encoder/Decoder
* Added related unit tests for Cl, Neon and Ref
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ic2fd4103090dd2127c6859b49305736f7b2dfb05
Diffstat (limited to 'src/backends/reference/workloads/Dequantize.cpp')
-rw-r--r-- | src/backends/reference/workloads/Dequantize.cpp | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/Dequantize.cpp b/src/backends/reference/workloads/Dequantize.cpp new file mode 100644 index 0000000000..fafc03e69b --- /dev/null +++ b/src/backends/reference/workloads/Dequantize.cpp @@ -0,0 +1,29 @@ +// +// Copyright © 2019 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#include "Dequantize.hpp" + +namespace armnn +{ + +void Dequantize(Decoder<float>& inputDecoder, + Encoder<float>& outputEncoder, + const TensorInfo& inputInfo, + const TensorInfo& outputInfo) +{ + BOOST_ASSERT(inputInfo.GetNumElements() == outputInfo.GetNumElements()); + for (unsigned int i = 0; i < inputInfo.GetNumElements(); i++) + { + // inputDecoder.Get() dequantizes the data element from whatever + // type is given by inputInfo to fp32 (If MakeDecoder supports that dequantization) + // outputEncoder.Set() transforms the data element to whatever type is + // given by outputInfo (if MakeEncoder supports that transformation) + outputEncoder.Set(inputDecoder.Get()); + ++outputEncoder; + ++inputDecoder; + } +} + +} // armnn namespace
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