def test_build_quantizer_propagation_state_graph_from_ip_graph(self):
ip_graph = InsertionPointGraph(get_two_branch_mock_model_graph())
quant_prop_graph = QPSG(ip_graph)
assert len(ip_graph.nodes) == len(quant_prop_graph.nodes)
assert len(ip_graph.edges) == len(quant_prop_graph.edges)
for ip_graph_node_key, ip_graph_node in ip_graph.nodes.items():
qpg_node = quant_prop_graph.nodes[ip_graph_node_key]
assert qpg_node[QPSG.NODE_TYPE_NODE_ATTR] == QPSG.ipg_node_type_to_qpsg_node_type(ip_graph_node[
InsertionPointGraph.NODE_TYPE_NODE_ATTR])
qpg_node_type = qpg_node[QPSG.NODE_TYPE_NODE_ATTR]
if qpg_node_type == QuantizerPropagationStateGraphNodeType.INSERTION_POINT:
assert qpg_node[QPSG.PROPAGATING_QUANTIZER_NODE_ATTR] is None
assert not qpg_node[QPSG.AFFECTING_PROPAGATING_QUANTIZERS_ATTR]
assert qpg_node[QPSG.INSERTION_POINT_DATA_NODE_ATTR] == ip_graph_node[
InsertionPointGraph.INSERTION_POINT_DATA_NODE_ATTR]
elif qpg_node_type == QuantizerPropagationStateGraphNodeType.OPERATOR:
assert not qpg_node[QPSG.ALLOWED_INPUT_QUANTIZATION_TYPES_NODE_ATTR]
assert qpg_node[QPSG.QUANTIZATION_TRAIT_NODE_ATTR] == QuantizationTrait.NON_QUANTIZABLE
assert not qpg_node[QPSG.AFFECTING_PROPAGATING_QUANTIZERS_ATTR]
for from_node, to_node, edge_data in ip_graph.edges(data=True):
qpg_edge_data = quant_prop_graph.edges[from_node, to_node]
assert not qpg_edge_data[QPSG.AFFECTING_PROPAGATING_QUANTIZERS_ATTR]
for key, value in edge_data.items():
assert qpg_edge_data[key] == value
quant_prop_graph.run_consistency_check()
def mock_qp_graph():
ip_graph = InsertionPointGraph(get_two_branch_mock_model_graph())
qpsg = QPSG(ip_graph)
qpsg.skip_check = False
yield qpsg
if not qpsg.skip_check:
qpsg.run_consistency_check()