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-rw-r--r--ConversionUtils.hpp67
1 files changed, 67 insertions, 0 deletions
diff --git a/ConversionUtils.hpp b/ConversionUtils.hpp
index 683da5e4..2e4cadd7 100644
--- a/ConversionUtils.hpp
+++ b/ConversionUtils.hpp
@@ -1880,6 +1880,73 @@ bool ConvertConv2d(const HalOperation& operation, const HalModel& model, Convers
template<typename HalPolicy,
typename HalOperation = typename HalPolicy::Operation,
typename HalModel = typename HalPolicy::Model>
+bool ConvertDepthToSpace(const HalOperation& operation, const HalModel& model, ConversionData& data)
+{
+ using HalOperand = typename HalPolicy::Operand;
+ using HalOperandType = typename HalPolicy::OperandType;
+
+ LayerInputHandle input = ConvertToLayerInputHandle<HalPolicy>(operation, 0, model, data);
+ if (!input.IsValid() )
+ {
+ return Fail("%s: Operation has invalid inputs", __func__);
+ }
+
+ const armnn::TensorInfo& inputInfo = input.GetTensorInfo();
+ unsigned int rank = inputInfo.GetNumDimensions();
+ if (rank != 4)
+ {
+ return Fail("%s: Only inputs with rank 4 are supported", __func__);
+ }
+
+ const HalOperand* output = GetOutputOperand<HalPolicy>(operation, 0, model);
+ if (!output)
+ {
+ return Fail("%s: Could not read output 0", __func__);
+ }
+
+ const armnn::TensorInfo& outputInfo = GetTensorInfoForOperand(*output);
+ if (IsDynamicTensor(outputInfo))
+ {
+ return Fail("%s: Dynamic output tensors are not supported", __func__);
+ }
+
+ armnn::DepthToSpaceDescriptor descriptor;
+
+ GetInputScalar<HalPolicy>(operation, 1, HalOperandType::INT32, descriptor.m_BlockSize, model, data);
+ if (descriptor.m_BlockSize <= 1)
+ {
+ return Fail("%s: Block size must be at least 1 in all dimensions");
+ }
+
+ descriptor.m_DataLayout = armnn::DataLayout::NHWC;
+ if (Is12Operand(*output))
+ {
+ descriptor.m_DataLayout = OptionalDataLayout<HalPolicy>(operation, 2, model, data);
+ }
+
+ bool isSupported = false;
+ FORWARD_LAYER_SUPPORT_FUNC(__func__,
+ IsDepthToSpaceSupported,
+ data.m_Backends,
+ isSupported,
+ inputInfo,
+ outputInfo,
+ descriptor);
+ if (!isSupported)
+ {
+ return false;
+ }
+
+ armnn::IConnectableLayer* const layer = data.m_Network->AddDepthToSpaceLayer(descriptor);
+ assert(layer != nullptr);
+ input.Connect(layer->GetInputSlot(0));
+
+ return SetupAndTrackLayerOutputSlot<HalPolicy>(operation, 0, *layer, model, data);
+}
+
+template<typename HalPolicy,
+ typename HalOperation = typename HalPolicy::Operation,
+ typename HalModel = typename HalPolicy::Model>
bool ConvertDepthwiseConv2d(const HalOperation& operation, const HalModel& model, ConversionData& data)
{
using HalOperand = typename HalPolicy::Operand;