Error when adding the model graph as a child of input_node
Encountered an error when adding the model graph as a child of input_node using input_node.add_child(aidge_model)
. This issue occurs only when our model architecture includes nn.Conv2d
and nn.Linear
layers configured with bias=False
.
The graph visualization shows an unexpected structure when bias is disabled. Please refer to the reference diagram for more details.
[ERROR] - Assertion failed: otherView->inputNodes().size() == 1U in
[ERROR] /home/marwa/Edge/aidge/aidge/aidge_core/src/graph/Node.cpp:309
[FATAL] - Input node of GraphView need to be specified, because it has more
[FATAL] than one input (20 inputs), when trying to add it as a child of node
[FATAL] XXX (of type Producer)
---------------------------------------------------------------------------
RuntimeError Traceback (most recent call last)
Cell In[17], line 1
----> 1 input_node.add_child(aidge_model)
RuntimeError: Input node of GraphView need to be specified, because it has more than one input (20 inputs), when trying to add it as a child of node XXX (of type Producer)
Could you please clarify whether the current graph handling supports models with bias=False
in linear
and convolutional
layers?
Specifically:
- Why does disabling bias lead to a graph node with multiple (20) inputs?
- How should this be handled when adding child nodes in the graph?