IVGCVSW-1886 - adding converter method for Pad
!armnn:151190
Change-Id: I37eb70543f23b0ef2f6027998413c62784d9b181
diff --git a/1.1/HalPolicy.cpp b/1.1/HalPolicy.cpp
index de74308..a94f305 100644
--- a/1.1/HalPolicy.cpp
+++ b/1.1/HalPolicy.cpp
@@ -31,6 +31,8 @@
return ConvertSub(operation, model, data);
case V1_1::OperationType::MEAN:
return ConvertMean(operation, model, data);
+ case V1_1::OperationType::PAD:
+ return ConvertPad(operation, model, data);
default:
return Fail("%s: Operation type %s not supported in ArmnnDriver",
__func__, toString(operation.type).c_str());
@@ -203,5 +205,72 @@
return SetupAndTrackLayerOutputSlot(operation, 0, *layer, model, data);
}
+bool HalPolicy::ConvertPad(const Operation& operation, const Model& model, ConversionData& data)
+{
+ LayerInputHandle input = ConvertToLayerInputHandle(operation, 0, model, data);
+
+ if (!input.IsValid())
+ {
+ return Fail("%s: Operation has invalid inputs", __func__);
+ }
+
+ const armnn::TensorInfo& inputInfo = input.GetTensorInfo();
+
+ const Operand* paddingsOperand = GetInputOperand(operation, 1, model);
+
+ if (!paddingsOperand)
+ {
+ return Fail("%s: Could not read paddings operand", __func__);
+ }
+
+ unsigned int rank = inputInfo.GetNumDimensions();
+ armnn::TensorShape paddingsOperandShape = GetTensorShapeForOperand(*paddingsOperand);
+ if (paddingsOperandShape.GetNumDimensions() != rank || paddingsOperandShape.GetNumElements() != 2)
+ {
+ return Fail("%s: Operation has invalid paddings operand: expected shape [%d, 2]", __func__, rank);
+ }
+
+ std::vector<int32_t> paddings;
+ GetTensorInt32Values(*paddingsOperand, paddings, model, data);
+
+ // add padding for each dimension of input tensor.
+ armnn::PadDescriptor descriptor;
+ for (unsigned int i = 0; i < paddings.size() - 1; i += 2)
+ {
+ int paddingBeforeInput = paddings[i];
+ int paddingAfterInput = paddings[i + 1];
+ if (paddingBeforeInput < 0 || paddingAfterInput < 0)
+ {
+ return Fail("%s: Operation has invalid paddings operand, invalid padding values.", __func__);
+ }
+ descriptor.m_PadList.emplace_back((unsigned int) paddingBeforeInput, (unsigned int) paddingAfterInput);
+ }
+
+ const Operand* output = GetOutputOperand(operation, 0, model);
+ if (!output)
+ {
+ return Fail("%s: Could not read output 0", __func__);
+ }
+
+ const armnn::TensorInfo& outputInfo = GetTensorInfoForOperand(*output);
+
+ if (!IsLayerSupported(__func__,
+ armnn::IsPadSupported,
+ data.m_Compute,
+ inputInfo,
+ outputInfo,
+ descriptor))
+ {
+ return false;
+ }
+
+ armnn::IConnectableLayer* const layer = data.m_Network->AddPadLayer(descriptor);
+ assert(layer != nullptr);
+ input.Connect(layer->GetInputSlot(0));
+ layer->GetOutputSlot(0).SetTensorInfo(outputInfo);
+
+ return SetupAndTrackLayerOutputSlot(operation, 0, *layer, model, data);
+}
+
} // namespace hal_1_1
} // namespace armnn_driver
\ No newline at end of file