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author | Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> | 2019-06-21 15:25:19 +0100 |
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committer | Áron Virginás-Tar <aron.virginas-tar@arm.com> | 2019-06-21 16:08:15 +0000 |
commit | 389aa70c8a24fa2faf33df5f8cd9a99b0fabe971 (patch) | |
tree | 23794e376c15e5a7cd79bec95a23028944c8f9dc /src/armnn/QuantizerVisitor.cpp | |
parent | 5e1b0cf8a7519afb49874a83429ef9939a249f0d (diff) | |
download | armnn-389aa70c8a24fa2faf33df5f8cd9a99b0fabe971.tar.gz |
IVGCVSW-3322 Add Quantizer support for TransposeConvolution2DLayerexperimental/transpose_conv2d
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I26997d7770585055b2b3256baad2800a4c5ed7e8
Diffstat (limited to 'src/armnn/QuantizerVisitor.cpp')
-rw-r--r-- | src/armnn/QuantizerVisitor.cpp | 28 |
1 files changed, 28 insertions, 0 deletions
diff --git a/src/armnn/QuantizerVisitor.cpp b/src/armnn/QuantizerVisitor.cpp index ef6b068145..292924c8e4 100644 --- a/src/armnn/QuantizerVisitor.cpp +++ b/src/armnn/QuantizerVisitor.cpp @@ -446,4 +446,32 @@ void QuantizerVisitor::VisitSubtractionLayer(const IConnectableLayer* layer, SetQuantizedInputConnections(layer, newLayer); } +void QuantizerVisitor::VisitTransposeConvolution2dLayer(const IConnectableLayer* layer, + const TransposeConvolution2dDescriptor& descriptor, + const ConstTensor& weights, + const Optional<ConstTensor>& biases, + const char* name) +{ + // quantize weights + std::vector<uint8_t> weightsBacking; + ConstTensor qWeights = CreateQuantizedConst(weights, weightsBacking); + + // quantize biases + std::vector<int32_t> biasesBacking; + Optional<ConstTensor> optionalQBiases; + if (biases.has_value()) + { + ConstTensor qBiases = CreateQuantizedBias(layer, qWeights, biases, biasesBacking); + optionalQBiases = Optional<ConstTensor>(qBiases); + } + + IConnectableLayer* newLayer = m_QuantizedNetwork->AddTransposeConvolution2dLayer(descriptor, + qWeights, + optionalQBiases, + name); + + RecordLayer(layer, newLayer); + SetQuantizedInputConnections(layer, newLayer); +} + } //namespace armnn |