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[tensorboard] Fix empty graph problem #25599

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5 changes: 5 additions & 0 deletions torch/utils/tensorboard/_pytorch_graph.py
Original file line number Diff line number Diff line change
@@ -151,6 +151,11 @@ def populate_namespace_from_OP_to_IO(self):
self.unique_name_to_scoped_name[input_node_id] = node.scopeName + '/' + input_node_id

for key, node in self.nodes_io.items():
if type(node) == NodeBase:
self.unique_name_to_scoped_name[key] = node.scope + '/' + node.debugName
if hasattr(node, 'input_or_output'):
self.unique_name_to_scoped_name[key] = node.input_or_output + '/' + node.debugName

if hasattr(node, 'scope') and node.scope is not None:
self.unique_name_to_scoped_name[key] = node.scope + '/' + node.debugName
if node.scope == '' and self.shallowest_scope_name: