diff --git a/tests/test_node_graph.py b/tests/test_node_graph.py
index 94682962ad..87a4948af4 100644
--- a/tests/test_node_graph.py
+++ b/tests/test_node_graph.py
@@ -421,21 +421,6 @@ def test_graph_invalid_if_edges_reference_missing_nodes():
     assert g.is_valid() is False
 
 
-# def test_graph_invalid_if_subgraph_invalid():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-#     n1.graph = Graph()
-
-#     n1_1 = TextToImageTestInvocation(id="2", prompt="Banana sushi")
-#     n1.graph.nodes[n1_1.id] = n1_1
-#     e1 = create_edge("1", "image", "2", "image")
-#     n1.graph.edges.append(e1)
-
-#     g.nodes[n1.id] = n1
-
-#     assert g.is_valid() is False
-
-
 def test_graph_invalid_if_has_cycle():
     g = Graph()
     n1 = ESRGANInvocation(id="1")
@@ -462,110 +447,6 @@ def test_graph_invalid_with_invalid_connection():
     assert g.is_valid() is False
 
 
-# # TODO: Subgraph operations
-# def test_graph_gets_subgraph_node():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-#     n1.graph = Graph()
-
-#     n1_1 = TextToImageTestInvocation(id="1", prompt="Banana sushi")
-#     n1.graph.add_node(n1_1)
-
-#     g.add_node(n1)
-
-#     result = g.get_node("1.1")
-
-#     assert result is not None
-#     assert result.id == "1"
-#     assert result == n1_1
-
-
-# def test_graph_expands_subgraph():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-#     n1.graph = Graph()
-
-#     n1_1 = AddInvocation(id="1", a=1, b=2)
-#     n1_2 = SubtractInvocation(id="2", b=3)
-#     n1.graph.add_node(n1_1)
-#     n1.graph.add_node(n1_2)
-#     n1.graph.add_edge(create_edge("1", "value", "2", "a"))
-
-#     g.add_node(n1)
-
-#     n2 = AddInvocation(id="2", b=5)
-#     g.add_node(n2)
-#     g.add_edge(create_edge("1.2", "value", "2", "a"))
-
-#     dg = g.nx_graph_flat()
-#     assert set(dg.nodes) == {"1.1", "1.2", "2"}
-#     assert set(dg.edges) == {("1.1", "1.2"), ("1.2", "2")}
-
-
-# def test_graph_subgraph_t2i():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-
-#     # Get text to image default graph
-#     lg = create_text_to_image()
-#     n1.graph = lg.graph
-
-#     g.add_node(n1)
-
-#     n2 = IntegerInvocation(id="2", value=512)
-#     n3 = IntegerInvocation(id="3", value=256)
-
-#     g.add_node(n2)
-#     g.add_node(n3)
-
-#     g.add_edge(create_edge("2", "value", "1.width", "value"))
-#     g.add_edge(create_edge("3", "value", "1.height", "value"))
-
-#     n4 = ShowImageInvocation(id="4")
-#     g.add_node(n4)
-#     g.add_edge(create_edge("1.8", "image", "4", "image"))
-
-#     # Validate
-#     dg = g.nx_graph_flat()
-#     assert set(dg.nodes) == {"1.width", "1.height", "1.seed", "1.3", "1.4", "1.5", "1.6", "1.7", "1.8", "2", "3", "4"}
-#     expected_edges = [(f"1.{e.source.node_id}", f"1.{e.destination.node_id}") for e in lg.graph.edges]
-#     expected_edges.extend([("2", "1.width"), ("3", "1.height"), ("1.8", "4")])
-#     print(expected_edges)
-#     print(list(dg.edges))
-#     assert set(dg.edges) == set(expected_edges)
-
-
-# def test_graph_fails_to_get_missing_subgraph_node():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-#     n1.graph = Graph()
-
-#     n1_1 = TextToImageTestInvocation(id="1", prompt="Banana sushi")
-#     n1.graph.add_node(n1_1)
-
-#     g.add_node(n1)
-
-#     with pytest.raises(NodeNotFoundError):
-#         _ = g.get_node("1.2")
-
-
-# def test_graph_fails_to_enumerate_non_subgraph_node():
-#     g = Graph()
-#     n1 = GraphInvocation(id="1")
-#     n1.graph = Graph()
-
-#     n1_1 = TextToImageTestInvocation(id="1", prompt="Banana sushi")
-#     n1.graph.add_node(n1_1)
-
-#     g.add_node(n1)
-
-#     n2 = ESRGANInvocation(id="2")
-#     g.add_node(n2)
-
-#     with pytest.raises(NodeNotFoundError):
-#         _ = g.get_node("2.1")
-
-
 def test_graph_gets_networkx_graph():
     g = Graph()
     n1 = TextToImageTestInvocation(id="1", prompt="Banana sushi")
diff --git a/tests/test_session_queue.py b/tests/test_session_queue.py
index 48b980539c..bf26b9b002 100644
--- a/tests/test_session_queue.py
+++ b/tests/test_session_queue.py
@@ -39,30 +39,6 @@ def batch_graph() -> Graph:
     return g
 
 
-# def test_populate_graph_with_subgraph():
-#     g1 = Graph()
-#     g1.add_node(PromptTestInvocation(id="1", prompt="Banana sushi"))
-#     g1.add_node(PromptTestInvocation(id="2", prompt="Banana sushi"))
-#     n1 = PromptTestInvocation(id="1", prompt="Banana snake")
-#     subgraph = Graph()
-#     subgraph.add_node(n1)
-#     g1.add_node(GraphInvocation(id="3", graph=subgraph))
-
-#     nfvs = [
-#         NodeFieldValue(node_path="1", field_name="prompt", value="Strawberry sushi"),
-#         NodeFieldValue(node_path="2", field_name="prompt", value="Strawberry sunday"),
-#         NodeFieldValue(node_path="3.1", field_name="prompt", value="Strawberry snake"),
-#     ]
-
-#     g2 = populate_graph(g1, nfvs)
-
-#     # do not mutate g1
-#     assert g1 is not g2
-#     assert g2.get_node("1").prompt == "Strawberry sushi"
-#     assert g2.get_node("2").prompt == "Strawberry sunday"
-#     assert g2.get_node("3.1").prompt == "Strawberry snake"
-
-
 def test_create_sessions_from_batch_with_runs(batch_data_collection, batch_graph):
     b = Batch(graph=batch_graph, data=batch_data_collection, runs=2)
     t = list(create_session_nfv_tuples(batch=b, maximum=1000))