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path: root/src/armnnTfLiteParser/TfLiteParser.cpp
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Diffstat (limited to 'src/armnnTfLiteParser/TfLiteParser.cpp')
-rw-r--r--src/armnnTfLiteParser/TfLiteParser.cpp41
1 files changed, 41 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/TfLiteParser.cpp b/src/armnnTfLiteParser/TfLiteParser.cpp
index 9ee327933a..21c17155b5 100644
--- a/src/armnnTfLiteParser/TfLiteParser.cpp
+++ b/src/armnnTfLiteParser/TfLiteParser.cpp
@@ -455,6 +455,7 @@ TfLiteParser::TfLiteParser()
m_ParserFunctions[tflite::BuiltinOperator_ADD] = &TfLiteParser::ParseAdd;
m_ParserFunctions[tflite::BuiltinOperator_MUL] = &TfLiteParser::ParseMul;
m_ParserFunctions[tflite::BuiltinOperator_MEAN] = &TfLiteParser::ParseMean;
+ m_ParserFunctions[tflite::BuiltinOperator_PACK] = &TfLiteParser::ParsePack;
m_ParserFunctions[tflite::BuiltinOperator_PAD] = &TfLiteParser::ParsePad;
m_ParserFunctions[tflite::BuiltinOperator_SPLIT] = &TfLiteParser::ParseSplit;
m_ParserFunctions[tflite::BuiltinOperator_TANH] = &TfLiteParser::ParseTanH;
@@ -1906,6 +1907,46 @@ void TfLiteParser::ParseDetectionPostProcess(size_t subgraphIndex, size_t operat
outputTensorIndexes[3]});
}
+/// The TfLite Pack operator is equivalent to the ArmNN Stack operator
+void TfLiteParser::ParsePack(size_t subgraphIndex, size_t operatorIndex)
+{
+ CHECK_MODEL(m_Model, subgraphIndex, operatorIndex);
+
+ auto inputs = GetInputs(m_Model, subgraphIndex, operatorIndex);
+ auto outputs = GetOutputs(m_Model, subgraphIndex, operatorIndex);
+ CHECK_VALID_SIZE(outputs.size(), 1);
+
+ if (inputs.size() < 1)
+ {
+ throw ParseException("Pack must have at least one input.");
+ }
+
+ const auto& operatorPtr = m_Model->subgraphs[subgraphIndex]->operators[operatorIndex];
+ const auto* options = operatorPtr->builtin_options.AsPackOptions();
+
+ StackDescriptor desc;
+ desc.m_Axis = static_cast<uint32_t>(options->axis);
+ desc.m_NumInputs = static_cast<uint32_t>(inputs.size());
+
+ // Use the tensor shape of the first input as the "correct" input shape in the descriptor
+ armnn::TensorInfo inputTensorInfo = ToTensorInfo(inputs[0]);
+ desc.m_InputShape = inputTensorInfo.GetShape();
+
+ auto layerName = boost::str(boost::format("Pack:%1%:%2%") % subgraphIndex % operatorIndex);
+ IConnectableLayer* layer = m_Network->AddStackLayer(desc, layerName.c_str());
+
+ BOOST_ASSERT(layer != nullptr);
+
+ armnn::TensorInfo outputTensorInfo = ToTensorInfo(outputs[0]);
+ layer->GetOutputSlot(0).SetTensorInfo(outputTensorInfo);
+
+ auto inputTensorIndexes = AsUnsignedVector(GetInputTensorIds(m_Model, subgraphIndex, operatorIndex));
+ RegisterInputSlots(subgraphIndex, operatorIndex, layer, {inputTensorIndexes});
+
+ auto outputTensorIndexes = AsUnsignedVector(GetOutputTensorIds(m_Model, subgraphIndex, operatorIndex));
+ RegisterOutputSlots(subgraphIndex, operatorIndex, layer, {outputTensorIndexes[0]});
+}
+
void TfLiteParser::ParseUnpack(size_t subgraphIndex, size_t operatorIndex)
{
CHECK_MODEL(m_Model, subgraphIndex, operatorIndex);