COMPMID-1995: Allow weights and bias to be passed as SubStream in FullyConnectedLayer
Change-Id: Iae2e7d55fd66d5932c29f78ef3112289d9b69b84
Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-on: https://review.mlplatform.org/c/848
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
diff --git a/src/graph/GraphBuilder.cpp b/src/graph/GraphBuilder.cpp
index a944d2c..30f1fc6 100644
--- a/src/graph/GraphBuilder.cpp
+++ b/src/graph/GraphBuilder.cpp
@@ -405,6 +405,33 @@
}
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)