def test_deletion_3(self):
nodes = {
**shaped_const_with_data('input_0', [5, 3]),
**shaped_const_with_data('input_1', [5, 1]),
**shaped_const_with_data('input_2', [5, 5]),
**shaped_const_with_data('input_3', [5, 0]),
**regular_op_with_shaped_data('concat', [5, 9], {
'type': 'Concat',
'axis': 1
}),
**result(),
}
edges_before = [
*connect('input_0', '0:concat'),
*connect('input_1', '1:concat'),
*connect('input_2', '2:concat'),
*connect('input_3', '3:concat'),
*connect('concat', 'output'),
]
edges_after = [
*connect('input_0', '0:concat'),
*connect('input_1', '1:concat'),
*connect('input_2', '2:concat'),
*connect('concat', 'output'),
]
graph = build_graph(nodes, edges_before, nodes_with_edges_only=True)
ConcatOdInputEraserAndPortsReconnect().find_and_replace_pattern(graph)
graph_ref = build_graph(nodes, edges_after, nodes_with_edges_only=True)
(flag, resp) = compare_graphs(graph,
graph_ref,
'output',
check_op_attrs=True)
self.assertTrue(flag, resp)
def test_deletion_trailing_unconnected_ports(self):
nodes = {
**shaped_const_with_data('input_0', [5, 3]),
**regular_op_with_shaped_data('concat', [5, 3], {
'type': 'Concat',
'axis': 1
}),
**result(),
}
edges_before = [
*connect('input_0', '0:concat'),
*connect('concat', 'output'),
]
edges_after = [
*connect('input_0', '0:concat'),
*connect('concat', 'output'),
]
graph = build_graph(nodes, edges_before, nodes_with_edges_only=True)
Node(graph, 'concat').add_input_port(1)
ConcatOdInputEraserAndPortsReconnect().find_and_replace_pattern(graph)
graph_ref = build_graph(nodes, edges_after, nodes_with_edges_only=True)
(flag, resp) = compare_graphs(graph,
graph_ref,
'output',
check_op_attrs=True)
self.assertTrue(flag, resp)
self.assertTrue(1 not in Node(graph, 'concat').in_ports())
def test_negative(self):
nodes = {
**shaped_const_with_data('input_0', [1]),
**shaped_const_with_data('input_1', [1]),
**shaped_const_with_data('input_2', [1]),
**shaped_const_with_data('input_3', [1]),
**regular_op_with_shaped_data('concat', [4], {'type': 'Concat'}),
**result(),
}
edges = [
*connect('input_0', '0:concat'),
*connect('input_1', '1:concat'),
*connect('input_2', '2:concat'),
*connect('input_3', '3:concat'),
*connect('concat', 'output'),
]
graph = build_graph(nodes, edges, nodes_with_edges_only=True)
ConcatOdInputEraserAndPortsReconnect().find_and_replace_pattern(graph)
graph_ref = build_graph(nodes, edges, nodes_with_edges_only=True)
(flag, resp) = compare_graphs(graph,
graph_ref,
'output',
check_op_attrs=True)
self.assertTrue(flag, resp)
def test_assertion_error(self):
nodes = {
**shaped_const_with_data('input_0', [0]),
**shaped_const_with_data('input_1', [0]),
**shaped_const_with_data('input_2', [0]),
**shaped_const_with_data('input_3', [0]),
**regular_op_with_shaped_data('concat', [0], {'type': 'Concat'}),
**result(),
}
edges = [
*connect('input_0', '0:concat'),
*connect('input_1', '1:concat'),
*connect('input_2', '2:concat'),
*connect('input_3', '3:concat'),
*connect('concat', 'output'),
]
graph = build_graph(nodes, edges, nodes_with_edges_only=True)
self.assertRaises(AssertionError, ConcatOdInputEraserAndPortsReconnect().find_and_replace_pattern, graph)