'hidden_auxNnode': ['20'], 'batch_size': ['10000', '15000'], 'problem': ['1'], 'n_iteraction': ['100'], 'epochs': ['1', '3'], 'alr': ['0.0000001'], 'amomentum': ['0.6'], 'lam': ['0.1'], } if jobname == 'DNN': job_array = DNN_job_array elif jobname == 'ANN' or jobname == 'ANNReg': job_array = ANN_job_array else: raise RuntimeError('Unknown job name: {}'.format(jobname)) if args.command == '_run': batch._run(args._run) elif args.command == 'htc': batch.create_jdl(job_array) batch.create_wrap() elif args.command == 'all': batch.create_jdl(job_array, local_run = True) else: raise RuntimeError('Unknown command: {}'.format(args.command))