def test_classic_i1_positive_case(self):
graph = build_graph(
nodes,
i1_edges, {
'const_1_d': {
'value': np.zeros([1, 2, 3, 4], dtype=np.float32)
},
'quantize': {
'levels': 2
}
},
nodes_with_edges_only=True)
graph.graph['layout'] = 'NHWC'
graph.stage = 'middle'
graph_ref = build_graph(nodes,
ref_i1_edges,
nodes_with_edges_only=True)
ReluFakeQuantizeMark().find_and_replace_pattern(graph)
ReluQuantizeFuse().find_and_replace_pattern(graph)
(flag, resp) = compare_graphs(graph,
graph_ref,
'output',
check_op_attrs=True)
self.assertTrue(flag, resp)
def test_const_extra_outputs_i1_case(self):
graph = build_graph(
nodes,
const_extra, {
'const_1_d': {
'value': np.full([1, 2, 3, 4], -1, dtype=np.float32)
},
'quantize': {
'levels': 2
},
'quantize_1': {
'levels': 2
}
},
nodes_with_edges_only=True)
graph.graph['layout'] = 'NHWC'
graph.stage = 'middle'
graph_ref = build_graph(nodes,
ref_const_extra,
nodes_with_edges_only=True)
ReluFakeQuantizeMark().find_and_replace_pattern(graph)
ReluQuantizeFuse().find_and_replace_pattern(graph)
(flag, resp) = compare_graphs(graph,
graph_ref,
'relu',
check_op_attrs=True)
self.assertTrue(flag, resp)
np.array_equal(np.full([1, 2, 3, 4], float('-inf'), dtype=np.float32),
graph_ref.node['const_1_d']['value'])
