diff options
Diffstat (limited to 'src/graph')
| -rw-r--r-- | src/graph/GraphBuilder.cpp | 27 |
1 files changed, 27 insertions, 0 deletions
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp index a944d2c25d..30f1fc6894 100644 --- a/src/graph/GraphBuilder.cpp +++ b/src/graph/GraphBuilder.cpp @@ -405,6 +405,33 @@ NodeID GraphBuilder::add_flatten_node(Graph &g, NodeParams params, NodeIdxPair i } NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, NodeIdxPair input, unsigned int num_outputs, + NodeID weights_nid, NodeID bias_nid, + const FullyConnectedLayerInfo fc_info, const QuantizationInfo out_quant_info) +{ + CHECK_NODEIDX_PAIR(input, g); + ARM_COMPUTE_ERROR_ON(num_outputs == 0); + ARM_COMPUTE_ERROR_ON(weights_nid == EmptyNodeID); + + const bool has_bias = (bias_nid != EmptyNodeID); + + // Get input tensor descriptor + const TensorDescriptor input_tensor_desc = get_tensor_descriptor(g, g.node(input.node_id)->outputs()[0]); + + // Create fully connected node and connect + NodeID fc_nid = g.add_node<FullyConnectedLayerNode>(num_outputs, out_quant_info, fc_info); + g.add_connection(input.node_id, input.index, fc_nid, 0); + g.add_connection(weights_nid, 0, fc_nid, 1); + if(has_bias) + { + g.add_connection(bias_nid, 0, fc_nid, 2); + } + + set_node_params(g, fc_nid, params); + + return fc_nid; +} + +NodeID GraphBuilder::add_fully_connected_layer(Graph &g, NodeParams params, NodeIdxPair input, unsigned int num_outputs, ITensorAccessorUPtr weights_accessor, ITensorAccessorUPtr bias_accessor, const FullyConnectedLayerInfo fc_info, const QuantizationInfo weights_quant_info, const QuantizationInfo out_quant_info) |