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-rw-r--r--src/armnn/NetworkQuantizer.cpp28
1 files changed, 16 insertions, 12 deletions
diff --git a/src/armnn/NetworkQuantizer.cpp b/src/armnn/NetworkQuantizer.cpp
index f8e5ed23a7..ccbc501618 100644
--- a/src/armnn/NetworkQuantizer.cpp
+++ b/src/armnn/NetworkQuantizer.cpp
@@ -12,11 +12,12 @@
#include "Layer.hpp"
#include "Network.hpp"
#include "NetworkQuantizer.hpp"
+#include "NetworkQuantizerUtils.hpp"
#include "StaticRangeVisitor.hpp"
#include "QuantizerVisitor.hpp"
+#include "OverrideInputRangeVisitor.hpp"
-#include <map>
#include <vector>
#include <cmath>
@@ -38,26 +39,29 @@ void INetworkQuantizer::Destroy(INetworkQuantizer *quantizer)
delete boost::polymorphic_downcast<NetworkQuantizer*>(quantizer);
}
+void NetworkQuantizer::OverrideInputRange(LayerBindingId layerId, float min, float max)
+{
+ const Graph& graph = boost::polymorphic_downcast<const Network*>(m_InputNetwork)->GetGraph();
+ auto inputLayers = graph.GetInputLayers();
+
+ // Walk the input layers of the graph and override the quantization parameters of the one with the given id
+ OverrideInputRangeVisitor overrideInputRangeVisitor(m_GuidToRangesMap, layerId, MinMaxRange{min, max});
+ VisitLayers(inputLayers, overrideInputRangeVisitor);
+}
+
INetworkPtr NetworkQuantizer::ExportNetwork()
{
const Graph& graph = boost::polymorphic_downcast<const Network*>(m_InputNetwork)->GetGraph().TopologicalSort();
- auto VisitLayers = [&graph](ILayerVisitor& visitor)
- {
- for (auto layer : graph)
- {
- layer->Accept(visitor);
- }
- };
// Step 1) Walk the graph and register min/max values for intermediate tensors
- StaticRangeVisitor rangeVisitor;
- VisitLayers(rangeVisitor);
+ StaticRangeVisitor rangeVisitor(m_GuidToRangesMap);
+ VisitLayers(graph, rangeVisitor);
// Step 2) Convert input InputNetwork to Quantized InputNetwork
QuantizerVisitor quantizerVisitor(&rangeVisitor);
- VisitLayers(quantizerVisitor);
+ VisitLayers(graph, quantizerVisitor);
return quantizerVisitor.RetrieveFinalNetwork();
}
-} //namespace armn \ No newline at end of file
+} //namespace armn