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author | Jim Flynn <jim.flynn@arm.com> | 2019-02-11 10:30:30 +0000 |
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committer | Jim Flynn <jim.flynn@arm.com> | 2019-02-11 11:46:55 +0000 |
commit | 3dad5acc5d8eda6fc472b9a255c1d893d4e1f942 (patch) | |
tree | f992225a02b8fd3ce87d5ff8aa08a542aab2c790 /src/armnn/QuantizerVisitor.cpp | |
parent | e604cde16fc16dc5fea9fc2c1c38ac8e8e2c4a59 (diff) | |
download | armnn-3dad5acc5d8eda6fc472b9a255c1d893d4e1f942.tar.gz |
IVGCVSW-2622 Add static quantization of 2DConvolution
Change-Id: If7985a54eba97f7c61413e0804879e4afbf65c4d
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Diffstat (limited to 'src/armnn/QuantizerVisitor.cpp')
-rw-r--r-- | src/armnn/QuantizerVisitor.cpp | 35 |
1 files changed, 35 insertions, 0 deletions
diff --git a/src/armnn/QuantizerVisitor.cpp b/src/armnn/QuantizerVisitor.cpp index 97a8bc1ad2..c5e203ef86 100644 --- a/src/armnn/QuantizerVisitor.cpp +++ b/src/armnn/QuantizerVisitor.cpp @@ -153,4 +153,39 @@ void QuantizerVisitor::VisitBatchNormalizationLayer(const IConnectableLayer* lay SetQuantizedInputConnections(layer, newLayer); } +void QuantizerVisitor::VisitConvolution2dLayer(const IConnectableLayer* layer, + const Convolution2dDescriptor& convolution2dDescriptor, + const ConstTensor& weights, + const char* name) +{ + std::vector<uint8_t> weightsBacking; + ConstTensor qWeights = CreateQuantizedConst(weights, weightsBacking); + + IConnectableLayer* newLayer = m_QuantizedNetwork->AddConvolution2dLayer(convolution2dDescriptor, + qWeights, + name); + RecordLayer(layer, newLayer); + SetQuantizedInputConnections(layer, newLayer); +} + +void QuantizerVisitor::VisitConvolution2dLayer(const IConnectableLayer* layer, + const Convolution2dDescriptor& convolution2dDescriptor, + const ConstTensor& weights, + const ConstTensor& biases, + const char* name) +{ + std::vector<uint8_t> weightsBacking; + ConstTensor qWeights = CreateQuantizedConst(weights, weightsBacking); + + std::vector<uint8_t> biasesBacking; + ConstTensor qBiases = CreateQuantizedConst(weights, biasesBacking); + + IConnectableLayer* newLayer = m_QuantizedNetwork->AddConvolution2dLayer(convolution2dDescriptor, + qWeights, + qBiases, + name); + RecordLayer(layer, newLayer); + SetQuantizedInputConnections(layer, newLayer); +} + } //namespace armnn |