ef7718f02b743dbecfee08b9427a09e8b49a0fab,tpot/base.py,TPOTBase,_evaluate_individuals,#TPOTBase#Any#Any#Any#Any#,603

Before Change

            sk_chunk_list = sklearn_pipeline_list[i:i+self.n_jobs*2]
            if not sys.platform.startswith("win"):
                pool = Pool(processes=self.n_jobs)
                chunk_res = pool.map(_wrapped_cross_val_score, sk_chunk_list)
            else:
                chunk_res += map(_wrapped_cross_val_score, sk_chunk_list)
            for res in chunk_res:
                self._pbar.update(1)
            resulting_score_list += chunk_res

After Change

            while True:
                num_job_done = len(res_imap._items)
                if not self._pbar.disable:
                    self._pbar.update(ini_pbar_n + num_job_done - self._pbar.n)
                if  num_job_done >= len(sklearn_pipeline_list):
                    break
            resulting_score_list = list(res_imap)
        else:

Instances