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authorMatthew Sloyan <matthew.sloyan@arm.com>2021-07-13 19:46:11 +0100
committerMatthew Sloyan <matthew.sloyan@arm.com>2021-08-06 09:25:26 +0000
commit81beae3a870004795275e9266bc43d845b9f78db (patch)
tree70af86f3c36c8e330c72770e6f1419ca7b2a4bb8 /include/armnn/INetwork.hpp
parent95e9efc28ce70a8cda93e722f5ce90ebc96bdd95 (diff)
downloadarmnn-81beae3a870004795275e9266bc43d845b9f78db.tar.gz
IVGCVSW-6119 ConstTensorsAsInput: FullyConnected
* Constant weights and biases are now stored as Constant layers. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Updated Schema with IsConstant and ConstantTensorsAsInputs. * Updated Ref backend to handle constant weights and bias as inputs rather than reading from member variables. * Added dynamic or constant input EndToEnd tests. !android-nn-driver:5959 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ibf3cf437df1100e4b322b0d303c575c6339f9696
Diffstat (limited to 'include/armnn/INetwork.hpp')
-rw-r--r--include/armnn/INetwork.hpp20
1 files changed, 3 insertions, 17 deletions
diff --git a/include/armnn/INetwork.hpp b/include/armnn/INetwork.hpp
index 865d1291a9..48f407f2f9 100644
--- a/include/armnn/INetwork.hpp
+++ b/include/armnn/INetwork.hpp
@@ -301,37 +301,23 @@ public:
IConnectableLayer* AddFillLayer(const FillDescriptor& fillDescriptor,
const char* name = nullptr);
- /// Adds a fully connected layer to the network.
- /// @param fullyConnectedDescriptor - Description of the fully connected layer.
- /// @param weights -Optional Tensor for the weights data.
- /// @param biases - Optional tensor for the bias data.
- /// @param name - Optional name for the layer.
- /// @return - Interface for configuring the layer.
- IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
- const Optional<ConstTensor>& weights,
- const Optional<ConstTensor>& biases,
- const char* name = nullptr);
/// Adds a fully connected layer to the network.
/// @param fullyConnectedDescriptor - Description of the fully connected layer.
- /// @param weights - Tensor for the weights data.
- /// @param biases - Optional tensor for the bias data.
- /// @param name - Optional name for the layer.
/// @return - Interface for configuring the layer.
IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
- const ConstTensor& weights,
- const Optional<ConstTensor>& biases,
const char* name = nullptr);
ARMNN_DEPRECATED_MSG("This AddFullyConnectedLayer overload is deprecated")
IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
- const ConstTensor& weights,
+ const Optional<ConstTensor>& weights,
+ const Optional<ConstTensor>& biases,
const char* name = nullptr);
ARMNN_DEPRECATED_MSG("This AddFullyConnectedLayer overload is deprecated")
IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor,
const ConstTensor& weights,
- const ConstTensor& biases,
+ const Optional<ConstTensor>& biases,
const char* name = nullptr);
/// Adds a permute layer to the network.