aa212fc6e72f394396ecde431a86c55e89ae194e,autokeras/search.py,BayesianSearcher,maximize_acq,#BayesianSearcher#,184

Before Change

            ap = math.exp((elem.accuracy - max_acq) / t)
            if ap > random.uniform(0, 1):
                graphs = transform(elem.graph)
                graphs = list(filter(lambda x: x.extract_descriptor() not in descriptors, graphs))
                if not graphs:
                    continue
                for temp_graph in graphs:
                    temp_acq_value = self.acq(temp_graph)

After Change

                if not graphs:
                    continue
                for temp_graph in graphs:
                    if contain(descriptors, temp_graph.extract_descriptor()):
                        continue
                    temp_acq_value = self.acq(temp_graph)
                    pq.put(Elem(temp_acq_value, elem.father_id, temp_graph))
                    descriptors[temp_graph.extract_descriptor()] = True
                    if temp_acq_value > max_acq:

Instances