In [1]:
%load_ext autoreload
%autoreload 2
%matplotlib inline
from argparse import Namespace
import misc.logging_utils as logging_utils
args = Namespace()
logger = logging_utils.get_ipython_logger()
In [68]:
import misc.automl_utils as automl_utils
import misc.utils as utils
import as_auto_sklearn.as_asl_utils as as_asl_utils
import as_auto_sklearn.as_asl_filenames as filenames
from as_auto_sklearn.oasc_test_scenario import OascTestScenario
from as_auto_sklearn.as_asl_ensemble import ASaslPipeline, ASaslScheduler
from as_auto_sklearn.sequential_feature_step_selector import SequentialFeatureStepSelector
from as_auto_sklearn.validate import Validator
In [12]:
import os
args.config = "/prj/oasc2017/oasc.yaml"
args.folds = [1,2,3]
args.num_cpus = 1
dataset = "Bado"
args.training_scenario = os.path.join("/mldb/oasc_scenarios/train/", dataset)
args.testing_scenario = os.path.join("/mldb/oasc_scenarios/test/", dataset)
required_keys = ['base_path']
config = as_asl_utils.load_config(args.config, required_keys)
training_scenario = automl_utils.load_scenario(args.training_scenario, return_name=False)
testing_scenario = OascTestScenario(args.testing_scenario)
INFO : Reading config file
INFO : Read ASlib scenario: /mldb/oasc_scenarios/train/Bado
WARNING : Optional file not found: /mldb/oasc_scenarios/train/Bado/ground_truth.arff
INFO : Read /mldb/oasc_scenarios/train/Bado/description.txt
WARNING : Have not found algorithm_cutoff_memory
WARNING : Have not found features_cutoff_memory
WARNING : Have not found features_stochastic
INFO : Read /mldb/oasc_scenarios/train/Bado/algorithm_runs.arff
INFO : Read /mldb/oasc_scenarios/train/Bado/feature_values.arff
INFO : Read /mldb/oasc_scenarios/train/Bado/feature_runstatus.arff
INFO : Read /mldb/oasc_scenarios/train/Bado/feature_costs.arff
INFO : Read /mldb/oasc_scenarios/train/Bado/cv.arff
DEBUG : Replace all runtime data with PAR10 values for non-OK runs
INFO : Read /mldb/oasc_scenarios/test/Bado/description.txt
WARNING : Have not found algorithm_cutoff_memory
WARNING : Have not found features_cutoff_memory
WARNING : Have not found features_stochastic
INFO : Read /mldb/oasc_scenarios/test/Bado/feature_values.arff
INFO : Read /mldb/oasc_scenarios/test/Bado/feature_runstatus.arff
In [16]:
# first, select the feature steps
sfss = SequentialFeatureStepSelector(args)
sfss_fit = sfss.fit(training_scenario)
selector_type = "rf-ensemble"
selector_filename = filenames.get_feature_selector_filename(
config['base_path'],
selector_type,
note=config.get('note')
)
sfss_fit.dump(selector_filename)
INFO : [SFSS]: *** evaluating feature steps: ['step_1'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 96.080000
DEBUG : Solved after 96.080000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.640000
DEBUG : Used time (so far): 4.640000
DEBUG : Solved after 4.640000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 40.360000
DEBUG : Solved after 40.360000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4872.640000
DEBUG : Solved after 4872.640000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1676.200000
DEBUG : Solved after 1676.200000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 132.520000
DEBUG : Used time (so far): 132.520000
DEBUG : Solved after 132.520000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 65.040000
DEBUG : Solved after 65.040000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 890.240000
DEBUG : Solved after 890.240000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 89.600000
DEBUG : Solved after 89.600000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 4.440000
DEBUG : Solved after 4.440000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 8.040000
DEBUG : Solved after 8.040000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 3.360000
DEBUG : Solved after 3.360000
DEBUG : Validate: ['step_1', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1791.920000
DEBUG : Solved after 1791.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 127.920000
DEBUG : Solved after 127.920000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 250.040000
DEBUG : Used time (so far): 250.040000
DEBUG : Solved after 250.040000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 2.160000
DEBUG : Solved after 2.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 614.840000
DEBUG : Solved after 614.840000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 42.520000
DEBUG : Solved after 42.520000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 57.160000
DEBUG : Solved after 57.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 22.080000
DEBUG : Solved after 22.080000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 282.640000
DEBUG : Solved after 282.640000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1089.720000
DEBUG : Solved after 1089.720000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 89.320000
DEBUG : Solved after 89.320000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 14.040000
DEBUG : Solved after 14.040000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 43.120000
DEBUG : Solved after 43.120000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 294.080000
DEBUG : Solved after 294.080000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 37.760000
DEBUG : Solved after 37.760000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 459.160000
DEBUG : Solved after 459.160000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1110.880000
DEBUG : Solved after 1110.880000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 2090.480000
DEBUG : Used time (so far): 2090.480000
DEBUG : Solved after 2090.480000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 59.520000
DEBUG : Solved after 59.520000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 25.400000
DEBUG : Solved after 25.400000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 749.680000
DEBUG : Solved after 749.680000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 19.920000
DEBUG : Solved after 19.920000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 127.840000
DEBUG : Solved after 127.840000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 274.960000
DEBUG : Solved after 274.960000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4842.160000
DEBUG : Solved after 4842.160000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 64.520000
DEBUG : Solved after 64.520000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3866.080000
DEBUG : Solved after 3866.080000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 3.600000
DEBUG : Solved after 3.600000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1057.480000
DEBUG : Solved after 1057.480000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 11.760000
DEBUG : Solved after 11.760000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6291.760000
DEBUG : Solved after 6291.760000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1232.080000
DEBUG : Solved after 1232.080000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 101.600000
DEBUG : Solved after 101.600000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 489.280000
DEBUG : Solved after 489.280000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 332.280000
DEBUG : Used time (so far): 332.280000
DEBUG : Solved after 332.280000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1743.120000
DEBUG : Solved after 1743.120000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 44.360000
DEBUG : Solved after 44.360000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 180.760000
DEBUG : Solved after 180.760000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 32.840000
DEBUG : Solved after 32.840000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 214.040000
DEBUG : Solved after 214.040000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 3.480000
DEBUG : Solved after 3.480000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 67.200000
DEBUG : Solved after 67.200000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 54.600000
DEBUG : Solved after 54.600000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 45.880000
DEBUG : Solved after 45.880000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 15.640000
DEBUG : Solved after 15.640000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 138.400000
DEBUG : Solved after 138.400000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 113.440000
DEBUG : Solved after 113.440000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 328.640000
DEBUG : Solved after 328.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 492.6309
DEBUG : PAR10: 492.6309
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 492.6309
INFO : PAR10: 492.6309
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 492.6309
INFO : Feature time: 0.0000
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.08
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_3: 0.28
DEBUG : algorithm_4: 0.20
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.22
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2271.840000
DEBUG : Solved after 2271.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21855.040000
DEBUG : Solved after 21855.040000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 15.280000
DEBUG : Solved after 15.280000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_1', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 2.680000
DEBUG : Solved after 2.680000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 19.280000
DEBUG : Solved after 19.280000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 60.600000
DEBUG : Solved after 60.600000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2540.920000
DEBUG : Solved after 2540.920000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 299.520000
DEBUG : Solved after 299.520000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1059.960000
DEBUG : Solved after 1059.960000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 26.960000
DEBUG : Solved after 26.960000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 6.560000
DEBUG : Solved after 6.560000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 116.280000
DEBUG : Solved after 116.280000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 13.200000
DEBUG : Solved after 13.200000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 211.320000
DEBUG : Solved after 211.320000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 80.960000
DEBUG : Solved after 80.960000
DEBUG : Validate: ['step_1', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1830.240000
DEBUG : Solved after 1830.240000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 40.320000
DEBUG : Solved after 40.320000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 5.040000
DEBUG : Solved after 5.040000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 138.560000
DEBUG : Solved after 138.560000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 266.040000
DEBUG : Solved after 266.040000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12734.800000
DEBUG : Solved after 12734.800000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 309.800000
DEBUG : Solved after 309.800000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3678.240000
DEBUG : Solved after 3678.240000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 293.840000
DEBUG : Solved after 293.840000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 455.240000
DEBUG : Used time (so far): 455.240000
DEBUG : Solved after 455.240000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 9.920000
DEBUG : Solved after 9.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 26.640000
DEBUG : Solved after 26.640000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 137.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 177.320000
DEBUG : Solved after 177.320000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 314.400000
DEBUG : Solved after 314.400000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 109.320000
DEBUG : Solved after 109.320000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 384.000000
DEBUG : Solved after 384.000000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 6.800000
DEBUG : Solved after 6.800000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 608.160000
DEBUG : Solved after 608.160000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 16.920000
DEBUG : Solved after 16.920000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 196.160000
DEBUG : Solved after 196.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 516.400000
DEBUG : Solved after 516.400000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 8.720000
DEBUG : Solved after 8.720000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 156.520000
DEBUG : Solved after 156.520000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 2.480000
DEBUG : Solved after 2.480000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13171.280000
DEBUG : Solved after 13171.280000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 74.200000
DEBUG : Solved after 74.200000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 61.520000
DEBUG : Used time (so far): 61.520000
DEBUG : Solved after 61.520000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 71.280000
DEBUG : Solved after 71.280000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 31.840000
DEBUG : Solved after 31.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1180.240000
DEBUG : Solved after 1180.240000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 1.040000
DEBUG : Solved after 1.040000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 47.120000
DEBUG : Solved after 47.120000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 425.560000
DEBUG : Solved after 425.560000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1569.5276
DEBUG : PAR10: 8131.5529
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1569.5276
INFO : PAR10: 8131.5529
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1569.5276
INFO : Feature time: 0.0000
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_3: 0.33
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.06
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_1: 0.03
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 18.200000
DEBUG : Solved after 18.200000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 18.480000
DEBUG : Solved after 18.480000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 84.960000
DEBUG : Solved after 84.960000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 375.960000
DEBUG : Solved after 375.960000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13710.120000
DEBUG : Solved after 13710.120000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 152.360000
DEBUG : Solved after 152.360000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 38.280000
DEBUG : Solved after 38.280000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 12.360000
DEBUG : Solved after 12.360000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 22.480000
DEBUG : Solved after 22.480000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 12.440000
DEBUG : Solved after 12.440000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 91.880000
DEBUG : Solved after 91.880000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 148.840000
DEBUG : Solved after 148.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1623.680000
DEBUG : Solved after 1623.680000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 14.600000
DEBUG : Solved after 14.600000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 1998.600000
DEBUG : Solved after 1998.600000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 26.440000
DEBUG : Solved after 26.440000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 99.920000
DEBUG : Solved after 99.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 176.960000
DEBUG : Solved after 176.960000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 676.600000
DEBUG : Solved after 676.600000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 64.160000
DEBUG : Solved after 64.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 184.320000
DEBUG : Solved after 184.320000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1470.720000
DEBUG : Used time (so far): 1470.720000
DEBUG : Solved after 1470.720000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1915.400000
DEBUG : Used time (so far): 1915.400000
DEBUG : Solved after 1915.400000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9705.000000
DEBUG : Solved after 9705.000000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 1.880000
DEBUG : Solved after 1.880000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 264.800000
DEBUG : Solved after 264.800000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 6.480000
DEBUG : Solved after 6.480000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4027.880000
DEBUG : Solved after 4027.880000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 82.800000
DEBUG : Solved after 82.800000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 4.760000
DEBUG : Solved after 4.760000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 0.480000
DEBUG : Solved after 0.480000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 79.720000
DEBUG : Solved after 79.720000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 145.200000
DEBUG : Solved after 145.200000
DEBUG : Validate: ['step_1', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 163.920000
DEBUG : Solved after 163.920000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 100.880000
DEBUG : Solved after 100.880000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 155.400000
DEBUG : Solved after 155.400000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4129.520000
DEBUG : Solved after 4129.520000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 312.160000
DEBUG : Solved after 312.160000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 6.320000
DEBUG : Solved after 6.320000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 9.560000
DEBUG : Solved after 9.560000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_1', ['algorithm_5', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 4.040000
DEBUG : Solved after 4.040000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 70.240000
DEBUG : Solved after 70.240000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 18.960000
DEBUG : Solved after 18.960000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3076.560000
DEBUG : Solved after 3076.560000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1624.560000
DEBUG : Solved after 1624.560000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 13.320000
DEBUG : Solved after 13.320000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 2.520000
DEBUG : Solved after 2.520000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 111.240000
DEBUG : Solved after 111.240000
DEBUG : Validate: ['step_1', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 2.240000
DEBUG : Solved after 2.240000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 30.120000
DEBUG : Solved after 30.120000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 971.920000
DEBUG : Solved after 971.920000
DEBUG : Validate: ['step_1', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 231.480000
DEBUG : Solved after 231.480000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1186.160000
DEBUG : Solved after 1186.160000
DEBUG : Validate: ['step_1', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 4.080000
DEBUG : Solved after 4.080000
DEBUG : Validate: ['step_1', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 1.080000
DEBUG : Solved after 1.080000
DEBUG : Validate: ['step_1', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 672.800000
DEBUG : Solved after 672.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1370.7711
DEBUG : PAR10: 7932.7965
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1370.7711
INFO : PAR10: 7932.7965
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1370.7711
INFO : Feature time: 0.0000
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.38
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
DEBUG : algorithm_5: 0.01
INFO :
feature_steps: ['step_1']
min_par10: 5518.993417721519
total_timeouts: 4
total_solved: 233
total_solver_times: 271201.44000000006
total_feature_times: 0.0
INFO : [SFSS]: *** evaluating feature steps: ['step_2'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 120.320000
DEBUG : Solved after 120.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 17.720000
DEBUG : Solved after 17.720000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 40.360000
DEBUG : Solved after 40.360000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4872.640000
DEBUG : Solved after 4872.640000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1676.200000
DEBUG : Solved after 1676.200000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 144.160000
DEBUG : Solved after 144.160000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 65.040000
DEBUG : Solved after 65.040000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 890.240000
DEBUG : Solved after 890.240000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 89.600000
DEBUG : Solved after 89.600000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 4.440000
DEBUG : Solved after 4.440000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 8.040000
DEBUG : Solved after 8.040000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 3.360000
DEBUG : Solved after 3.360000
DEBUG : Validate: ['step_2', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1791.920000
DEBUG : Solved after 1791.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 127.920000
DEBUG : Solved after 127.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2520.600000
DEBUG : Solved after 2520.600000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 2.160000
DEBUG : Solved after 2.160000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 614.840000
DEBUG : Solved after 614.840000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 53.240000
DEBUG : Used time (so far): 53.240000
DEBUG : Solved after 53.240000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 110.760000
DEBUG : Used time (so far): 110.760000
DEBUG : Solved after 110.760000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 22.080000
DEBUG : Solved after 22.080000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 282.640000
DEBUG : Solved after 282.640000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1089.720000
DEBUG : Solved after 1089.720000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 89.320000
DEBUG : Solved after 89.320000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 14.040000
DEBUG : Solved after 14.040000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 43.120000
DEBUG : Solved after 43.120000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 294.080000
DEBUG : Solved after 294.080000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 37.760000
DEBUG : Solved after 37.760000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 459.160000
DEBUG : Solved after 459.160000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1110.880000
DEBUG : Solved after 1110.880000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9023.120000
DEBUG : Solved after 9023.120000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 59.520000
DEBUG : Solved after 59.520000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 25.400000
DEBUG : Solved after 25.400000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 749.680000
DEBUG : Solved after 749.680000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 19.920000
DEBUG : Solved after 19.920000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 127.840000
DEBUG : Solved after 127.840000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 274.960000
DEBUG : Solved after 274.960000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4842.160000
DEBUG : Solved after 4842.160000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 64.520000
DEBUG : Solved after 64.520000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3866.080000
DEBUG : Solved after 3866.080000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 3.600000
DEBUG : Solved after 3.600000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1057.480000
DEBUG : Solved after 1057.480000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 11.760000
DEBUG : Solved after 11.760000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6291.760000
DEBUG : Solved after 6291.760000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1232.080000
DEBUG : Solved after 1232.080000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 101.600000
DEBUG : Solved after 101.600000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 489.280000
DEBUG : Solved after 489.280000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 83.320000
DEBUG : Solved after 83.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1743.120000
DEBUG : Solved after 1743.120000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 44.360000
DEBUG : Solved after 44.360000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 180.760000
DEBUG : Solved after 180.760000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 92.000000
DEBUG : Used time (so far): 92.000000
DEBUG : Solved after 92.000000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 214.040000
DEBUG : Solved after 214.040000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 3.480000
DEBUG : Solved after 3.480000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 67.200000
DEBUG : Solved after 67.200000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 54.600000
DEBUG : Solved after 54.600000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 17.320000
DEBUG : Solved after 17.320000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 132.280000
DEBUG : Used time (so far): 132.280000
DEBUG : Solved after 132.280000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 15.640000
DEBUG : Solved after 15.640000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 138.400000
DEBUG : Solved after 138.400000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 113.440000
DEBUG : Solved after 113.440000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 328.640000
DEBUG : Solved after 328.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 609.2035
DEBUG : PAR10: 609.2035
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 609.2035
INFO : PAR10: 609.2035
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 609.2035
INFO : Feature time: 0.0000
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.18
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_1: 0.09
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2271.840000
DEBUG : Solved after 2271.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21855.040000
DEBUG : Solved after 21855.040000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 15.280000
DEBUG : Solved after 15.280000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_2', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 2.680000
DEBUG : Solved after 2.680000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 19.280000
DEBUG : Solved after 19.280000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 60.600000
DEBUG : Solved after 60.600000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2540.920000
DEBUG : Solved after 2540.920000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 299.520000
DEBUG : Solved after 299.520000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1059.960000
DEBUG : Solved after 1059.960000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 26.960000
DEBUG : Solved after 26.960000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 6.560000
DEBUG : Solved after 6.560000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 116.280000
DEBUG : Solved after 116.280000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 7.960000
DEBUG : Solved after 7.960000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 13.200000
DEBUG : Solved after 13.200000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 211.320000
DEBUG : Solved after 211.320000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 80.960000
DEBUG : Solved after 80.960000
DEBUG : Validate: ['step_2', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1830.240000
DEBUG : Solved after 1830.240000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 40.320000
DEBUG : Solved after 40.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 5.040000
DEBUG : Solved after 5.040000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 138.560000
DEBUG : Solved after 138.560000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 266.040000
DEBUG : Solved after 266.040000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12734.800000
DEBUG : Solved after 12734.800000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 309.800000
DEBUG : Solved after 309.800000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 293.840000
DEBUG : Solved after 293.840000
DEBUG : Validate: ['step_2', ['algorithm_6', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 253.040000
DEBUG : Used time (so far): 253.040000
DEBUG : Solved after 253.040000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 9.920000
DEBUG : Solved after 9.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 26.640000
DEBUG : Solved after 26.640000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 163.160000
DEBUG : Solved after 163.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 177.320000
DEBUG : Solved after 177.320000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 314.400000
DEBUG : Solved after 314.400000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 109.320000
DEBUG : Solved after 109.320000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 384.000000
DEBUG : Solved after 384.000000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 6.800000
DEBUG : Solved after 6.800000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 608.160000
DEBUG : Solved after 608.160000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 196.160000
DEBUG : Solved after 196.160000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 516.400000
DEBUG : Solved after 516.400000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 273.600000
DEBUG : Solved after 273.600000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 156.520000
DEBUG : Solved after 156.520000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 2.480000
DEBUG : Solved after 2.480000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13171.280000
DEBUG : Solved after 13171.280000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 74.200000
DEBUG : Solved after 74.200000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 304.840000
DEBUG : Used time (so far): 304.840000
DEBUG : Solved after 304.840000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 71.280000
DEBUG : Solved after 71.280000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 31.840000
DEBUG : Solved after 31.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1180.240000
DEBUG : Solved after 1180.240000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 1.040000
DEBUG : Solved after 1.040000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 47.120000
DEBUG : Solved after 47.120000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 425.560000
DEBUG : Solved after 425.560000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1891.4511
DEBUG : PAR10: 11734.4891
DEBUG : Timeouts: 3 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1891.4511
INFO : PAR10: 11734.4891
INFO : Timeouts: 3 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1891.4511
INFO : Feature time: 0.0000
INFO : Solved: 76 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.19
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_1: 0.01
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 18.200000
DEBUG : Solved after 18.200000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 18.480000
DEBUG : Solved after 18.480000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 84.960000
DEBUG : Solved after 84.960000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 375.960000
DEBUG : Solved after 375.960000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13710.120000
DEBUG : Solved after 13710.120000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 152.360000
DEBUG : Solved after 152.360000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 38.280000
DEBUG : Solved after 38.280000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 12.360000
DEBUG : Solved after 12.360000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 22.480000
DEBUG : Solved after 22.480000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 12.440000
DEBUG : Solved after 12.440000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 104.440000
DEBUG : Used time (so far): 104.440000
DEBUG : Solved after 104.440000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 148.840000
DEBUG : Solved after 148.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1623.680000
DEBUG : Solved after 1623.680000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 14.600000
DEBUG : Solved after 14.600000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 1998.600000
DEBUG : Solved after 1998.600000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 26.440000
DEBUG : Solved after 26.440000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 99.920000
DEBUG : Solved after 99.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 176.960000
DEBUG : Solved after 176.960000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 676.600000
DEBUG : Solved after 676.600000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 64.160000
DEBUG : Solved after 64.160000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 184.320000
DEBUG : Solved after 184.320000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_2', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1328.000000
DEBUG : Solved after 1328.000000
DEBUG : Validate: ['step_2', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1092.600000
DEBUG : Solved after 1092.600000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9705.000000
DEBUG : Solved after 9705.000000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 1.880000
DEBUG : Solved after 1.880000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 264.800000
DEBUG : Solved after 264.800000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 6.480000
DEBUG : Solved after 6.480000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4027.880000
DEBUG : Solved after 4027.880000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 82.800000
DEBUG : Solved after 82.800000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 4.760000
DEBUG : Solved after 4.760000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 0.480000
DEBUG : Solved after 0.480000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 79.720000
DEBUG : Solved after 79.720000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 145.200000
DEBUG : Solved after 145.200000
DEBUG : Validate: ['step_2', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 163.920000
DEBUG : Solved after 163.920000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 100.880000
DEBUG : Solved after 100.880000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 155.400000
DEBUG : Solved after 155.400000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4129.520000
DEBUG : Solved after 4129.520000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 312.160000
DEBUG : Solved after 312.160000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 6.320000
DEBUG : Solved after 6.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 9.560000
DEBUG : Solved after 9.560000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_2', ['algorithm_5', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 4.040000
DEBUG : Solved after 4.040000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 70.240000
DEBUG : Solved after 70.240000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 18.960000
DEBUG : Solved after 18.960000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3076.560000
DEBUG : Solved after 3076.560000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1624.560000
DEBUG : Solved after 1624.560000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 13.320000
DEBUG : Solved after 13.320000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 2.520000
DEBUG : Solved after 2.520000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 98.440000
DEBUG : Solved after 98.440000
DEBUG : Validate: ['step_2', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 2.240000
DEBUG : Solved after 2.240000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 30.120000
DEBUG : Solved after 30.120000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 971.920000
DEBUG : Solved after 971.920000
DEBUG : Validate: ['step_2', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 231.480000
DEBUG : Solved after 231.480000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1186.160000
DEBUG : Solved after 1186.160000
DEBUG : Validate: ['step_2', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 4.080000
DEBUG : Solved after 4.080000
DEBUG : Validate: ['step_2', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 1.080000
DEBUG : Solved after 1.080000
DEBUG : Validate: ['step_2', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 672.800000
DEBUG : Solved after 672.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1358.5463
DEBUG : PAR10: 7920.5716
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1358.5463
INFO : PAR10: 7920.5716
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1358.5463
INFO : Feature time: 0.0000
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_1: 0.04
INFO :
feature_steps: ['step_2']
min_par10: 6754.754767932489
total_timeouts: 5
total_solved: 232
total_solver_times: 304876.88000000006
total_feature_times: 0.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 120.080000
DEBUG : Solved after 120.080000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4896.640000
DEBUG : Solved after 4896.640000
DEBUG : Validate: ['step_3', ['algorithm_5', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1615.880000
DEBUG : Used time (so far): 1639.880000
DEBUG : Solved after 1639.880000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 168.160000
DEBUG : Solved after 168.160000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 73.040000
DEBUG : Solved after 73.040000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 914.240000
DEBUG : Solved after 914.240000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 113.600000
DEBUG : Solved after 113.600000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 32.040000
DEBUG : Solved after 32.040000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9344.080000
DEBUG : Solved after 9344.080000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 151.920000
DEBUG : Solved after 151.920000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2544.600000
DEBUG : Solved after 2544.600000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 638.840000
DEBUG : Solved after 638.840000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 66.520000
DEBUG : Solved after 66.520000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 81.160000
DEBUG : Solved after 81.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 46.080000
DEBUG : Solved after 46.080000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 306.640000
DEBUG : Solved after 306.640000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1113.720000
DEBUG : Solved after 1113.720000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 38.040000
DEBUG : Solved after 38.040000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 61.960000
DEBUG : Solved after 61.960000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 318.080000
DEBUG : Solved after 318.080000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 61.760000
DEBUG : Solved after 61.760000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 483.160000
DEBUG : Solved after 483.160000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1134.880000
DEBUG : Solved after 1134.880000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 2090.480000
DEBUG : Used time (so far): 2118.480000
DEBUG : Solved after 2118.480000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 83.520000
DEBUG : Solved after 83.520000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 49.400000
DEBUG : Solved after 49.400000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 773.680000
DEBUG : Solved after 773.680000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 27.920000
DEBUG : Solved after 27.920000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 151.840000
DEBUG : Solved after 151.840000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 298.960000
DEBUG : Solved after 298.960000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4866.160000
DEBUG : Solved after 4866.160000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 88.520000
DEBUG : Solved after 88.520000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3890.080000
DEBUG : Solved after 3890.080000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 27.600000
DEBUG : Solved after 27.600000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1081.480000
DEBUG : Solved after 1081.480000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 35.760000
DEBUG : Solved after 35.760000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6315.760000
DEBUG : Solved after 6315.760000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1256.080000
DEBUG : Solved after 1256.080000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 125.600000
DEBUG : Solved after 125.600000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 513.280000
DEBUG : Solved after 513.280000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 107.320000
DEBUG : Solved after 107.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1767.120000
DEBUG : Solved after 1767.120000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 68.360000
DEBUG : Solved after 68.360000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 204.760000
DEBUG : Solved after 204.760000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 56.840000
DEBUG : Solved after 56.840000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 238.040000
DEBUG : Solved after 238.040000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 92.920000
DEBUG : Used time (so far): 116.920000
DEBUG : Solved after 116.920000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 78.600000
DEBUG : Solved after 78.600000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 45.160000
DEBUG : Solved after 45.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 69.880000
DEBUG : Solved after 69.880000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 39.640000
DEBUG : Solved after 39.640000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 162.400000
DEBUG : Solved after 162.400000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 137.440000
DEBUG : Solved after 137.440000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 352.640000
DEBUG : Solved after 352.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 631.8056
DEBUG : PAR10: 631.8056
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 631.8056
INFO : PAR10: 631.8056
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 631.8056
INFO : Feature time: 18.5823
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.06
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_3: 0.24
DEBUG : algorithm_5: 0.01
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.18
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.25
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2295.840000
DEBUG : Solved after 2295.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21879.040000
DEBUG : Solved after 21879.040000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 27.280000
DEBUG : Solved after 27.280000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 84.600000
DEBUG : Solved after 84.600000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2564.920000
DEBUG : Solved after 2564.920000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 323.520000
DEBUG : Solved after 323.520000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1083.960000
DEBUG : Solved after 1083.960000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 50.960000
DEBUG : Solved after 50.960000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 30.560000
DEBUG : Solved after 30.560000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 45.920000
DEBUG : Solved after 45.920000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 140.280000
DEBUG : Solved after 140.280000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 235.320000
DEBUG : Solved after 235.320000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 104.960000
DEBUG : Solved after 104.960000
DEBUG : Validate: ['step_3', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1854.240000
DEBUG : Solved after 1854.240000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 64.320000
DEBUG : Solved after 64.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 162.560000
DEBUG : Solved after 162.560000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 290.040000
DEBUG : Solved after 290.040000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 17.960000
DEBUG : Solved after 17.960000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12758.800000
DEBUG : Solved after 12758.800000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 333.800000
DEBUG : Solved after 333.800000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3702.240000
DEBUG : Solved after 3702.240000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 317.840000
DEBUG : Solved after 317.840000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 273.400000
DEBUG : Solved after 273.400000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 33.920000
DEBUG : Solved after 33.920000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 50.640000
DEBUG : Solved after 50.640000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 187.160000
DEBUG : Solved after 187.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 201.320000
DEBUG : Solved after 201.320000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 338.400000
DEBUG : Solved after 338.400000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 408.000000
DEBUG : Solved after 408.000000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 30.800000
DEBUG : Solved after 30.800000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 36.160000
DEBUG : Solved after 36.160000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 632.160000
DEBUG : Solved after 632.160000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 40.920000
DEBUG : Solved after 40.920000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 220.160000
DEBUG : Solved after 220.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 540.400000
DEBUG : Solved after 540.400000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 32.720000
DEBUG : Solved after 32.720000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 180.520000
DEBUG : Solved after 180.520000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13195.280000
DEBUG : Solved after 13195.280000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 91.120000
DEBUG : Used time (so far): 115.120000
DEBUG : Solved after 115.120000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 169.880000
DEBUG : Solved after 169.880000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 95.280000
DEBUG : Solved after 95.280000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 55.840000
DEBUG : Solved after 55.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1204.240000
DEBUG : Solved after 1204.240000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 21.040000
DEBUG : Solved after 21.040000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 71.120000
DEBUG : Solved after 71.120000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 449.560000
DEBUG : Solved after 449.560000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 497.720000
DEBUG : Solved after 497.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1588.4486
DEBUG : PAR10: 8150.4739
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1588.4486
INFO : PAR10: 8150.4739
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1589.0562
INFO : Feature time: 17.3165
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.20
DEBUG : algorithm_3: 0.32
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.05
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.04
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 42.480000
DEBUG : Solved after 42.480000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 108.960000
DEBUG : Solved after 108.960000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 399.960000
DEBUG : Solved after 399.960000
DEBUG : Validate: ['step_3', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16164.400000
DEBUG : Solved after 16164.400000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 176.360000
DEBUG : Solved after 176.360000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 54.280000
DEBUG : Solved after 54.280000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 16.360000
DEBUG : Solved after 16.360000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 104.440000
DEBUG : Used time (so far): 128.440000
DEBUG : Solved after 128.440000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 172.840000
DEBUG : Solved after 172.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1647.680000
DEBUG : Solved after 1647.680000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 38.600000
DEBUG : Solved after 38.600000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2022.600000
DEBUG : Solved after 2022.600000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 50.440000
DEBUG : Solved after 50.440000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 123.920000
DEBUG : Solved after 123.920000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 200.960000
DEBUG : Solved after 200.960000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 700.600000
DEBUG : Solved after 700.600000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 88.160000
DEBUG : Solved after 88.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 208.320000
DEBUG : Solved after 208.320000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 61.920000
DEBUG : Solved after 61.920000
DEBUG : Validate: ['step_3', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1352.000000
DEBUG : Solved after 1352.000000
DEBUG : Validate: ['step_3', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1116.600000
DEBUG : Solved after 1116.600000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9729.000000
DEBUG : Solved after 9729.000000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 288.800000
DEBUG : Solved after 288.800000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4051.880000
DEBUG : Solved after 4051.880000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 106.800000
DEBUG : Solved after 106.800000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 103.720000
DEBUG : Solved after 103.720000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 169.200000
DEBUG : Solved after 169.200000
DEBUG : Validate: ['step_3', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 187.920000
DEBUG : Solved after 187.920000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 582.040000
DEBUG : Used time (so far): 606.040000
DEBUG : Solved after 606.040000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 104.400000
DEBUG : Solved after 104.400000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4153.520000
DEBUG : Solved after 4153.520000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 22.320000
DEBUG : Solved after 22.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 33.560000
DEBUG : Solved after 33.560000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18324.160000
DEBUG : Solved after 18324.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 28.040000
DEBUG : Solved after 28.040000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 360.160000
DEBUG : Solved after 360.160000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 94.240000
DEBUG : Solved after 94.240000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 42.960000
DEBUG : Solved after 42.960000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3100.560000
DEBUG : Solved after 3100.560000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1648.560000
DEBUG : Solved after 1648.560000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 37.320000
DEBUG : Solved after 37.320000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 122.440000
DEBUG : Solved after 122.440000
DEBUG : Validate: ['step_3', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 46.120000
DEBUG : Solved after 46.120000
DEBUG : Validate: ['step_3', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 995.920000
DEBUG : Solved after 995.920000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 421.640000
DEBUG : Solved after 421.640000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1210.160000
DEBUG : Solved after 1210.160000
DEBUG : Validate: ['step_3', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 28.080000
DEBUG : Solved after 28.080000
DEBUG : Validate: ['step_3', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 696.800000
DEBUG : Solved after 696.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1282.1762
DEBUG : PAR10: 4563.1889
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1282.1762
INFO : PAR10: 4563.1889
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1282.4800
INFO : Feature time: 18.8354
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.38
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.11
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.03
INFO :
feature_steps: ['step_3']
min_par10: 4448.489451476793
total_timeouts: 3
total_solved: 234
total_solver_times: 276764.0
total_feature_times: 4324.0
INFO : [SFSS]: *** evaluating feature steps: ['step_4'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 104.080000
DEBUG : Solved after 104.080000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 21.720000
DEBUG : Solved after 21.720000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 52.360000
DEBUG : Solved after 52.360000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4892.640000
DEBUG : Solved after 4892.640000
DEBUG : Validate: ['step_4', ['algorithm_5', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1615.880000
DEBUG : Used time (so far): 1635.880000
DEBUG : Solved after 1635.880000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 160.160000
DEBUG : Solved after 160.160000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 73.040000
DEBUG : Solved after 73.040000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 902.240000
DEBUG : Solved after 902.240000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 109.600000
DEBUG : Solved after 109.600000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 11.120000
DEBUG : Solved after 11.120000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 13.240000
DEBUG : Solved after 13.240000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 12.040000
DEBUG : Solved after 12.040000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 11.360000
DEBUG : Solved after 11.360000
DEBUG : Validate: ['step_4', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 5.160000
DEBUG : Solved after 5.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9340.080000
DEBUG : Solved after 9340.080000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 147.920000
DEBUG : Solved after 147.920000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 250.040000
DEBUG : Used time (so far): 270.040000
DEBUG : Solved after 270.040000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 2.160000
DEBUG : Solved after 2.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 630.840000
DEBUG : Solved after 630.840000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 54.520000
DEBUG : Solved after 54.520000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 110.760000
DEBUG : Used time (so far): 122.760000
DEBUG : Solved after 122.760000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 26.080000
DEBUG : Solved after 26.080000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 298.640000
DEBUG : Solved after 298.640000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 7.040000
DEBUG : Solved after 7.040000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1109.720000
DEBUG : Solved after 1109.720000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 97.320000
DEBUG : Solved after 97.320000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 26.040000
DEBUG : Solved after 26.040000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 45.960000
DEBUG : Solved after 45.960000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 4.640000
DEBUG : Solved after 4.640000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 51.120000
DEBUG : Solved after 51.120000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 310.080000
DEBUG : Solved after 310.080000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 53.760000
DEBUG : Solved after 53.760000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 479.160000
DEBUG : Solved after 479.160000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1122.880000
DEBUG : Solved after 1122.880000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9027.120000
DEBUG : Solved after 9027.120000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 63.520000
DEBUG : Solved after 63.520000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 42.880000
DEBUG : Used time (so far): 50.880000
DEBUG : Solved after 50.880000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 769.680000
DEBUG : Solved after 769.680000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 23.920000
DEBUG : Solved after 23.920000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 139.840000
DEBUG : Solved after 139.840000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 290.960000
DEBUG : Solved after 290.960000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4854.160000
DEBUG : Solved after 4854.160000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 72.520000
DEBUG : Solved after 72.520000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3878.080000
DEBUG : Solved after 3878.080000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 11.600000
DEBUG : Solved after 11.600000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1073.480000
DEBUG : Solved after 1073.480000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 15.760000
DEBUG : Solved after 15.760000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6299.760000
DEBUG : Solved after 6299.760000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1252.080000
DEBUG : Solved after 1252.080000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 113.600000
DEBUG : Solved after 113.600000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 509.280000
DEBUG : Solved after 509.280000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 87.320000
DEBUG : Solved after 87.320000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1175.720000
DEBUG : Solved after 1175.720000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 52.360000
DEBUG : Solved after 52.360000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 152.400000
DEBUG : Used time (so far): 164.400000
DEBUG : Solved after 164.400000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 44.840000
DEBUG : Solved after 44.840000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 230.040000
DEBUG : Solved after 230.040000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 9.240000
DEBUG : Solved after 9.240000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 9.280000
DEBUG : Solved after 9.280000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 7.480000
DEBUG : Solved after 7.480000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 83.200000
DEBUG : Solved after 83.200000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 58.600000
DEBUG : Solved after 58.600000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 21.320000
DEBUG : Solved after 21.320000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 49.880000
DEBUG : Solved after 49.880000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 23.640000
DEBUG : Solved after 23.640000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 158.400000
DEBUG : Solved after 158.400000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 125.440000
DEBUG : Solved after 125.440000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 344.640000
DEBUG : Solved after 344.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 675.8678
DEBUG : PAR10: 675.8678
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 675.8678
INFO : PAR10: 675.8678
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 675.8678
INFO : Feature time: 10.7342
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.10
DEBUG : algorithm_3: 0.24
DEBUG : algorithm_5: 0.01
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.22
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2287.840000
DEBUG : Solved after 2287.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21875.040000
DEBUG : Solved after 21875.040000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 31.480000
DEBUG : Solved after 31.480000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 23.280000
DEBUG : Solved after 23.280000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_4', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 14.680000
DEBUG : Solved after 14.680000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 19.280000
DEBUG : Solved after 19.280000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 68.600000
DEBUG : Solved after 68.600000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2560.920000
DEBUG : Solved after 2560.920000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 9.240000
DEBUG : Solved after 9.240000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 311.520000
DEBUG : Solved after 311.520000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1071.960000
DEBUG : Solved after 1071.960000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 4.960000
DEBUG : Solved after 4.960000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 4.880000
DEBUG : Solved after 4.880000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 34.960000
DEBUG : Solved after 34.960000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 18.560000
DEBUG : Solved after 18.560000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 4.320000
DEBUG : Solved after 4.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 51.040000
DEBUG : Solved after 51.040000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 136.280000
DEBUG : Solved after 136.280000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 5.640000
DEBUG : Solved after 5.640000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 17.200000
DEBUG : Solved after 17.200000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 223.320000
DEBUG : Solved after 223.320000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 88.960000
DEBUG : Solved after 88.960000
DEBUG : Validate: ['step_4', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1834.240000
DEBUG : Solved after 1834.240000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 48.320000
DEBUG : Solved after 48.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 4.200000
DEBUG : Solved after 4.200000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 13.040000
DEBUG : Solved after 13.040000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 150.560000
DEBUG : Solved after 150.560000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 278.040000
DEBUG : Solved after 278.040000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 9.960000
DEBUG : Solved after 9.960000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 5.760000
DEBUG : Solved after 5.760000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12754.800000
DEBUG : Solved after 12754.800000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 321.800000
DEBUG : Solved after 321.800000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3698.240000
DEBUG : Solved after 3698.240000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 305.840000
DEBUG : Solved after 305.840000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 261.400000
DEBUG : Solved after 261.400000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 17.920000
DEBUG : Solved after 17.920000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 34.640000
DEBUG : Solved after 34.640000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1459.640000
DEBUG : Used time (so far): 1467.640000
DEBUG : Solved after 1467.640000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28816.000000
DEBUG : Timeout after 28800.000000 (< 28816.000000)
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 189.320000
DEBUG : Solved after 189.320000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 334.400000
DEBUG : Solved after 334.400000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 392.000000
DEBUG : Solved after 392.000000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 14.800000
DEBUG : Solved after 14.800000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 28.160000
DEBUG : Solved after 28.160000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 628.160000
DEBUG : Solved after 628.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 14.880000
DEBUG : Solved after 14.880000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 200.160000
DEBUG : Solved after 200.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 532.400000
DEBUG : Solved after 532.400000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 7.240000
DEBUG : Used time (so far): 7.240000
DEBUG : Solved after 7.240000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 168.520000
DEBUG : Solved after 168.520000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 6.480000
DEBUG : Solved after 6.480000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13191.280000
DEBUG : Solved after 13191.280000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 78.200000
DEBUG : Solved after 78.200000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 149.880000
DEBUG : Solved after 149.880000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 75.280000
DEBUG : Solved after 75.280000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 35.840000
DEBUG : Solved after 35.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1196.240000
DEBUG : Solved after 1196.240000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 5.040000
DEBUG : Solved after 5.040000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 55.120000
DEBUG : Solved after 55.120000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 445.560000
DEBUG : Solved after 445.560000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 351.880000
DEBUG : Used time (so far): 371.880000
DEBUG : Solved after 371.880000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1594.7185
DEBUG : PAR10: 8156.7438
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1594.7185
INFO : PAR10: 8156.7438
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1595.1742
INFO : Feature time: 8.7595
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.20
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.06
DEBUG : algorithm_8: 0.24
DEBUG : algorithm_1: 0.01
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 22.200000
DEBUG : Solved after 22.200000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 22.480000
DEBUG : Solved after 22.480000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 92.960000
DEBUG : Solved after 92.960000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 387.960000
DEBUG : Solved after 387.960000
DEBUG : Validate: ['step_4', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16160.400000
DEBUG : Solved after 16160.400000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 160.360000
DEBUG : Solved after 160.360000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 50.280000
DEBUG : Solved after 50.280000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 13.200000
DEBUG : Solved after 13.200000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 5.000000
DEBUG : Solved after 5.000000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 111.880000
DEBUG : Solved after 111.880000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 168.840000
DEBUG : Solved after 168.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1643.680000
DEBUG : Solved after 1643.680000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 22.600000
DEBUG : Solved after 22.600000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 10.240000
DEBUG : Solved after 10.240000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2018.600000
DEBUG : Solved after 2018.600000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 34.440000
DEBUG : Solved after 34.440000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 265.000000
DEBUG : Solved after 265.000000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 188.960000
DEBUG : Solved after 188.960000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 696.600000
DEBUG : Solved after 696.600000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 72.160000
DEBUG : Solved after 72.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 192.320000
DEBUG : Solved after 192.320000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 53.920000
DEBUG : Solved after 53.920000
DEBUG : Validate: ['step_4', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1348.000000
DEBUG : Solved after 1348.000000
DEBUG : Validate: ['step_4', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1112.600000
DEBUG : Solved after 1112.600000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9725.000000
DEBUG : Solved after 9725.000000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 10.000000
DEBUG : Solved after 10.000000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 1.880000
DEBUG : Solved after 1.880000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 272.800000
DEBUG : Solved after 272.800000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 10.480000
DEBUG : Solved after 10.480000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 129.320000
DEBUG : Solved after 129.320000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4047.880000
DEBUG : Solved after 4047.880000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 98.800000
DEBUG : Solved after 98.800000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 12.760000
DEBUG : Solved after 12.760000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 5.280000
DEBUG : Solved after 5.280000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 4.480000
DEBUG : Solved after 4.480000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 8.800000
DEBUG : Solved after 8.800000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 91.720000
DEBUG : Solved after 91.720000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 157.200000
DEBUG : Solved after 157.200000
DEBUG : Validate: ['step_4', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 175.920000
DEBUG : Solved after 175.920000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 9.960000
DEBUG : Solved after 9.960000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 112.880000
DEBUG : Solved after 112.880000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 18.880000
DEBUG : Solved after 18.880000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 167.400000
DEBUG : Solved after 167.400000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4145.520000
DEBUG : Solved after 4145.520000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 332.160000
DEBUG : Solved after 332.160000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 10.320000
DEBUG : Solved after 10.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 17.560000
DEBUG : Solved after 17.560000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 8.040000
DEBUG : Solved after 8.040000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 340.160000
DEBUG : Solved after 340.160000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 82.240000
DEBUG : Solved after 82.240000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 102.200000
DEBUG : Used time (so far): 106.200000
DEBUG : Solved after 106.200000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3096.560000
DEBUG : Solved after 3096.560000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1640.560000
DEBUG : Solved after 1640.560000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 17.320000
DEBUG : Solved after 17.320000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 6.520000
DEBUG : Solved after 6.520000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 110.440000
DEBUG : Solved after 110.440000
DEBUG : Validate: ['step_4', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28816.000000
DEBUG : Timeout after 28800.000000 (< 28816.000000)
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 12.840000
DEBUG : Solved after 12.840000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 22.240000
DEBUG : Solved after 22.240000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 38.120000
DEBUG : Solved after 38.120000
DEBUG : Validate: ['step_4', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 991.920000
DEBUG : Solved after 991.920000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 413.640000
DEBUG : Solved after 413.640000
DEBUG : Validate: ['step_4', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1206.160000
DEBUG : Solved after 1206.160000
DEBUG : Validate: ['step_4', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 8.080000
DEBUG : Solved after 8.080000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 9.080000
DEBUG : Solved after 9.080000
DEBUG : Validate: ['step_4', ['algorithm_3', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 505.000000
DEBUG : Used time (so far): 525.000000
DEBUG : Solved after 525.000000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1402.6020
DEBUG : PAR10: 7964.6273
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1402.6020
INFO : PAR10: 7964.6273
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1403.0577
INFO : Feature time: 10.8861
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.38
DEBUG : algorithm_8: 0.19
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.04
INFO :
feature_steps: ['step_4']
min_par10: 5599.079662447258
total_timeouts: 4
total_solved: 233
total_solver_times: 290253.88
total_feature_times: 2400.0
INFO : [SFSS]: *** evaluating feature steps: ['step_5'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 140.320000
DEBUG : Solved after 140.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 37.720000
DEBUG : Solved after 37.720000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 60.360000
DEBUG : Solved after 60.360000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4892.640000
DEBUG : Solved after 4892.640000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1696.200000
DEBUG : Solved after 1696.200000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 164.160000
DEBUG : Solved after 164.160000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 85.040000
DEBUG : Solved after 85.040000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 910.240000
DEBUG : Solved after 910.240000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 109.600000
DEBUG : Solved after 109.600000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 677.000000
DEBUG : Used time (so far): 697.000000
DEBUG : Solved after 697.000000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 28.040000
DEBUG : Solved after 28.040000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 27.360000
DEBUG : Solved after 27.360000
DEBUG : Validate: ['step_5', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9340.080000
DEBUG : Solved after 9340.080000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 147.920000
DEBUG : Solved after 147.920000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2540.600000
DEBUG : Solved after 2540.600000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 22.160000
DEBUG : Solved after 22.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 634.840000
DEBUG : Solved after 634.840000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 53.240000
DEBUG : Used time (so far): 73.240000
DEBUG : Solved after 73.240000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 81.160000
DEBUG : Solved after 81.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 42.080000
DEBUG : Solved after 42.080000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 302.640000
DEBUG : Solved after 302.640000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 23.040000
DEBUG : Solved after 23.040000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1109.720000
DEBUG : Solved after 1109.720000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 24.320000
DEBUG : Solved after 24.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 38.040000
DEBUG : Solved after 38.040000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 57.960000
DEBUG : Solved after 57.960000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 63.120000
DEBUG : Solved after 63.120000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 314.080000
DEBUG : Solved after 314.080000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 57.760000
DEBUG : Solved after 57.760000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 479.160000
DEBUG : Solved after 479.160000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1130.880000
DEBUG : Solved after 1130.880000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9043.120000
DEBUG : Solved after 9043.120000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 20.240000
DEBUG : Solved after 20.240000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 79.520000
DEBUG : Solved after 79.520000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 42.880000
DEBUG : Used time (so far): 62.880000
DEBUG : Solved after 62.880000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 769.680000
DEBUG : Solved after 769.680000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 39.920000
DEBUG : Solved after 39.920000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 147.840000
DEBUG : Solved after 147.840000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 294.960000
DEBUG : Solved after 294.960000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4862.160000
DEBUG : Solved after 4862.160000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 84.520000
DEBUG : Solved after 84.520000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3886.080000
DEBUG : Solved after 3886.080000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 23.600000
DEBUG : Solved after 23.600000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1077.480000
DEBUG : Solved after 1077.480000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 31.760000
DEBUG : Solved after 31.760000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6311.760000
DEBUG : Solved after 6311.760000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1256.080000
DEBUG : Solved after 1256.080000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 121.600000
DEBUG : Solved after 121.600000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 513.280000
DEBUG : Solved after 513.280000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 332.280000
DEBUG : Used time (so far): 352.280000
DEBUG : Solved after 352.280000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1763.120000
DEBUG : Solved after 1763.120000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 204.760000
DEBUG : Solved after 204.760000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 52.840000
DEBUG : Solved after 52.840000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 234.040000
DEBUG : Solved after 234.040000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 23.480000
DEBUG : Solved after 23.480000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 87.200000
DEBUG : Solved after 87.200000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 74.600000
DEBUG : Solved after 74.600000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 37.320000
DEBUG : Solved after 37.320000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 65.880000
DEBUG : Solved after 65.880000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 35.640000
DEBUG : Solved after 35.640000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 158.400000
DEBUG : Solved after 158.400000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 133.440000
DEBUG : Solved after 133.440000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 440.440000
DEBUG : Used time (so far): 460.440000
DEBUG : Solved after 460.440000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 734.4061
DEBUG : PAR10: 734.4061
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 734.4061
INFO : PAR10: 734.4061
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 734.4061
INFO : Feature time: 19.1392
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.24
DEBUG : algorithm_3: 0.27
DEBUG : algorithm_1: 0.09
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1278.480000
DEBUG : Used time (so far): 1298.480000
DEBUG : Solved after 1298.480000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 24.160000
DEBUG : Solved after 24.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 31.480000
DEBUG : Solved after 31.480000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 24.400000
DEBUG : Solved after 24.400000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21875.040000
DEBUG : Solved after 21875.040000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 31.480000
DEBUG : Solved after 31.480000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 35.280000
DEBUG : Solved after 35.280000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_5', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 22.680000
DEBUG : Solved after 22.680000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 21.200000
DEBUG : Solved after 21.200000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 80.600000
DEBUG : Solved after 80.600000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2560.920000
DEBUG : Solved after 2560.920000
DEBUG : Validate: ['step_5', ['algorithm_6', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 4.960000
DEBUG : Used time (so far): 24.960000
DEBUG : Solved after 24.960000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 319.520000
DEBUG : Solved after 319.520000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27578.120000
DEBUG : Solved after 27578.120000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 26.960000
DEBUG : Solved after 26.960000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 26.560000
DEBUG : Solved after 26.560000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 20.320000
DEBUG : Solved after 20.320000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 41.920000
DEBUG : Solved after 41.920000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 140.280000
DEBUG : Solved after 140.280000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 17.440000
DEBUG : Solved after 17.440000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 17.640000
DEBUG : Solved after 17.640000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 27.960000
DEBUG : Solved after 27.960000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 33.200000
DEBUG : Solved after 33.200000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 231.320000
DEBUG : Solved after 231.320000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 100.960000
DEBUG : Solved after 100.960000
DEBUG : Validate: ['step_5', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1850.240000
DEBUG : Solved after 1850.240000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 60.320000
DEBUG : Solved after 60.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 5.040000
DEBUG : Solved after 5.040000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 158.560000
DEBUG : Solved after 158.560000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 286.040000
DEBUG : Solved after 286.040000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12754.800000
DEBUG : Solved after 12754.800000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 329.800000
DEBUG : Solved after 329.800000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 313.840000
DEBUG : Solved after 313.840000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 269.400000
DEBUG : Solved after 269.400000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 29.920000
DEBUG : Solved after 29.920000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 46.640000
DEBUG : Solved after 46.640000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 183.160000
DEBUG : Solved after 183.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 197.320000
DEBUG : Solved after 197.320000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 334.400000
DEBUG : Solved after 334.400000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 129.320000
DEBUG : Solved after 129.320000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 404.000000
DEBUG : Solved after 404.000000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 26.800000
DEBUG : Solved after 26.800000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 32.160000
DEBUG : Solved after 32.160000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 628.160000
DEBUG : Solved after 628.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 26.880000
DEBUG : Solved after 26.880000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 216.160000
DEBUG : Solved after 216.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 536.400000
DEBUG : Solved after 536.400000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 28.720000
DEBUG : Solved after 28.720000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 21.200000
DEBUG : Solved after 21.200000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 176.520000
DEBUG : Solved after 176.520000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 22.480000
DEBUG : Solved after 22.480000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13191.280000
DEBUG : Solved after 13191.280000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 94.200000
DEBUG : Solved after 94.200000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 165.880000
DEBUG : Solved after 165.880000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 91.280000
DEBUG : Solved after 91.280000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 51.840000
DEBUG : Solved after 51.840000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1200.240000
DEBUG : Solved after 1200.240000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 13.040000
DEBUG : Solved after 13.040000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 445.560000
DEBUG : Solved after 445.560000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 245.320000
DEBUG : Solved after 245.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 2224.7808
DEBUG : PAR10: 12067.8187
DEBUG : Timeouts: 3 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 2224.7808
INFO : PAR10: 12067.8187
INFO : Timeouts: 3 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 2225.5403
INFO : Feature time: 16.6582
INFO : Solved: 76 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.03
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 38.480000
DEBUG : Solved after 38.480000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 108.960000
DEBUG : Solved after 108.960000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 395.960000
DEBUG : Solved after 395.960000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13730.120000
DEBUG : Solved after 13730.120000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 172.360000
DEBUG : Solved after 172.360000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 58.280000
DEBUG : Solved after 58.280000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 42.480000
DEBUG : Solved after 42.480000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 32.320000
DEBUG : Solved after 32.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 32.440000
DEBUG : Solved after 32.440000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 111.880000
DEBUG : Solved after 111.880000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 168.840000
DEBUG : Solved after 168.840000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1643.680000
DEBUG : Solved after 1643.680000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 34.600000
DEBUG : Solved after 34.600000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2018.600000
DEBUG : Solved after 2018.600000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 46.440000
DEBUG : Solved after 46.440000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 119.920000
DEBUG : Solved after 119.920000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 196.960000
DEBUG : Solved after 196.960000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 696.600000
DEBUG : Solved after 696.600000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 84.160000
DEBUG : Solved after 84.160000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 204.320000
DEBUG : Solved after 204.320000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 57.920000
DEBUG : Solved after 57.920000
DEBUG : Validate: ['step_5', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1348.000000
DEBUG : Solved after 1348.000000
DEBUG : Validate: ['step_5', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1112.600000
DEBUG : Solved after 1112.600000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9729.000000
DEBUG : Solved after 9729.000000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 22.000000
DEBUG : Solved after 22.000000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 21.880000
DEBUG : Solved after 21.880000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 284.800000
DEBUG : Solved after 284.800000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4047.880000
DEBUG : Solved after 4047.880000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 102.800000
DEBUG : Solved after 102.800000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 24.760000
DEBUG : Solved after 24.760000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 20.480000
DEBUG : Solved after 20.480000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 24.800000
DEBUG : Solved after 24.800000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 99.720000
DEBUG : Solved after 99.720000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 165.200000
DEBUG : Solved after 165.200000
DEBUG : Validate: ['step_5', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 183.920000
DEBUG : Solved after 183.920000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 120.880000
DEBUG : Solved after 120.880000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 26.880000
DEBUG : Solved after 26.880000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 175.400000
DEBUG : Solved after 175.400000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4149.520000
DEBUG : Solved after 4149.520000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 332.160000
DEBUG : Solved after 332.160000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 29.560000
DEBUG : Solved after 29.560000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18324.160000
DEBUG : Solved after 18324.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 24.040000
DEBUG : Solved after 24.040000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 59.280000
DEBUG : Solved after 59.280000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 76.400000
DEBUG : Used time (so far): 96.400000
DEBUG : Solved after 96.400000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 38.960000
DEBUG : Solved after 38.960000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3096.560000
DEBUG : Solved after 3096.560000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1644.560000
DEBUG : Solved after 1644.560000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 33.320000
DEBUG : Solved after 33.320000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 22.520000
DEBUG : Solved after 22.520000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 131.240000
DEBUG : Solved after 131.240000
DEBUG : Validate: ['step_5', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 24.840000
DEBUG : Solved after 24.840000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 22.240000
DEBUG : Solved after 22.240000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 50.120000
DEBUG : Solved after 50.120000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 991.920000
DEBUG : Solved after 991.920000
DEBUG : Validate: ['step_5', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 255.480000
DEBUG : Solved after 255.480000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1206.160000
DEBUG : Solved after 1206.160000
DEBUG : Validate: ['step_5', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 20.080000
DEBUG : Solved after 20.080000
DEBUG : Validate: ['step_5', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 21.080000
DEBUG : Solved after 21.080000
DEBUG : Validate: ['step_5', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 692.800000
DEBUG : Solved after 692.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1240.8967
DEBUG : PAR10: 4521.9094
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1240.8967
INFO : PAR10: 4521.9094
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1241.1499
INFO : Feature time: 19.1899
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.39
DEBUG : algorithm_8: 0.18
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.06
DEBUG : algorithm_5: 0.03
INFO :
feature_steps: ['step_5']
min_par10: 5774.711392405064
total_timeouts: 4
total_solved: 233
total_solver_times: 331886.60000000003
total_feature_times: 4344.0
INFO : [SFSS]: *** evaluating feature steps: ['step_6'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 116.080000
DEBUG : Solved after 116.080000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 25.720000
DEBUG : Solved after 25.720000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 60.360000
DEBUG : Solved after 60.360000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4892.640000
DEBUG : Solved after 4892.640000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1696.200000
DEBUG : Solved after 1696.200000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 168.160000
DEBUG : Solved after 168.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 253.200000
DEBUG : Used time (so far): 273.200000
DEBUG : Solved after 273.200000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 914.240000
DEBUG : Solved after 914.240000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 109.600000
DEBUG : Solved after 109.600000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 4.440000
DEBUG : Solved after 4.440000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 12.040000
DEBUG : Solved after 12.040000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 3.360000
DEBUG : Solved after 3.360000
DEBUG : Validate: ['step_6', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1815.920000
DEBUG : Solved after 1815.920000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 147.920000
DEBUG : Solved after 147.920000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2540.600000
DEBUG : Solved after 2540.600000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 2.160000
DEBUG : Solved after 2.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 634.840000
DEBUG : Solved after 634.840000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 62.520000
DEBUG : Solved after 62.520000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 77.160000
DEBUG : Solved after 77.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 34.080000
DEBUG : Solved after 34.080000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 302.640000
DEBUG : Solved after 302.640000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1109.720000
DEBUG : Solved after 1109.720000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 68.600000
DEBUG : Used time (so far): 88.600000
DEBUG : Solved after 88.600000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 34.040000
DEBUG : Solved after 34.040000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 49.960000
DEBUG : Solved after 49.960000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 63.120000
DEBUG : Solved after 63.120000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 334.080000
DEBUG : Solved after 334.080000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 61.760000
DEBUG : Solved after 61.760000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 483.160000
DEBUG : Solved after 483.160000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1130.880000
DEBUG : Solved after 1130.880000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9063.120000
DEBUG : Solved after 9063.120000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 75.520000
DEBUG : Solved after 75.520000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 41.400000
DEBUG : Solved after 41.400000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 769.680000
DEBUG : Solved after 769.680000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 35.920000
DEBUG : Solved after 35.920000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 147.840000
DEBUG : Solved after 147.840000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 298.960000
DEBUG : Solved after 298.960000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4862.160000
DEBUG : Solved after 4862.160000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 80.520000
DEBUG : Solved after 80.520000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3886.080000
DEBUG : Solved after 3886.080000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 3.600000
DEBUG : Solved after 3.600000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1077.480000
DEBUG : Solved after 1077.480000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 31.760000
DEBUG : Solved after 31.760000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6311.760000
DEBUG : Solved after 6311.760000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1252.080000
DEBUG : Solved after 1252.080000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 121.600000
DEBUG : Solved after 121.600000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 509.280000
DEBUG : Solved after 509.280000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 107.320000
DEBUG : Solved after 107.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1763.120000
DEBUG : Solved after 1763.120000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 200.760000
DEBUG : Solved after 200.760000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 52.840000
DEBUG : Solved after 52.840000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 234.040000
DEBUG : Solved after 234.040000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 7.480000
DEBUG : Solved after 7.480000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 87.200000
DEBUG : Solved after 87.200000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 74.600000
DEBUG : Solved after 74.600000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 41.160000
DEBUG : Solved after 41.160000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 70.880000
DEBUG : Used time (so far): 90.880000
DEBUG : Solved after 90.880000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 23.640000
DEBUG : Solved after 23.640000
DEBUG : Validate: ['step_6', ['algorithm_5', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 224.920000
DEBUG : Used time (so far): 244.920000
DEBUG : Solved after 244.920000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 133.440000
DEBUG : Solved after 133.440000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 348.640000
DEBUG : Solved after 348.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 626.5286
DEBUG : PAR10: 626.5286
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 626.5286
INFO : PAR10: 626.5286
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 626.5286
INFO : Feature time: 16.7089
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.09
DEBUG : algorithm_3: 0.27
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_5: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2311.840000
DEBUG : Solved after 2311.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 31.480000
DEBUG : Solved after 31.480000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21895.040000
DEBUG : Solved after 21895.040000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 23.280000
DEBUG : Solved after 23.280000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_6', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 2.680000
DEBUG : Solved after 2.680000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 31.280000
DEBUG : Solved after 31.280000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 80.600000
DEBUG : Solved after 80.600000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2560.920000
DEBUG : Solved after 2560.920000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 8.160000
DEBUG : Solved after 8.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 319.520000
DEBUG : Solved after 319.520000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27578.120000
DEBUG : Solved after 27578.120000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 66.960000
DEBUG : Solved after 66.960000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 10.560000
DEBUG : Solved after 10.560000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 55.040000
DEBUG : Solved after 55.040000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 136.280000
DEBUG : Solved after 136.280000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 32.640000
DEBUG : Solved after 32.640000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 21.200000
DEBUG : Solved after 21.200000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 231.320000
DEBUG : Solved after 231.320000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 100.960000
DEBUG : Solved after 100.960000
DEBUG : Validate: ['step_6', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1870.240000
DEBUG : Solved after 1870.240000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 60.320000
DEBUG : Solved after 60.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 178.560000
DEBUG : Solved after 178.560000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 306.040000
DEBUG : Solved after 306.040000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12754.800000
DEBUG : Solved after 12754.800000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 329.800000
DEBUG : Solved after 329.800000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3702.240000
DEBUG : Solved after 3702.240000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 317.840000
DEBUG : Solved after 317.840000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 273.400000
DEBUG : Solved after 273.400000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 13.920000
DEBUG : Solved after 13.920000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 46.640000
DEBUG : Solved after 46.640000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 183.160000
DEBUG : Solved after 183.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28820.000000
DEBUG : Timeout after 28800.000000 (< 28820.000000)
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 197.320000
DEBUG : Solved after 197.320000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 334.400000
DEBUG : Solved after 334.400000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 129.320000
DEBUG : Solved after 129.320000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 404.000000
DEBUG : Solved after 404.000000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 26.800000
DEBUG : Solved after 26.800000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 28.160000
DEBUG : Solved after 28.160000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 628.160000
DEBUG : Solved after 628.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 14.880000
DEBUG : Solved after 14.880000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 204.160000
DEBUG : Solved after 204.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 536.400000
DEBUG : Solved after 536.400000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 8.720000
DEBUG : Solved after 8.720000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 176.520000
DEBUG : Solved after 176.520000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 2.480000
DEBUG : Solved after 2.480000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13191.280000
DEBUG : Solved after 13191.280000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 94.200000
DEBUG : Solved after 94.200000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 165.880000
DEBUG : Solved after 165.880000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 91.280000
DEBUG : Solved after 91.280000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 47.840000
DEBUG : Solved after 47.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1200.240000
DEBUG : Solved after 1200.240000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 21.040000
DEBUG : Solved after 21.040000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 445.560000
DEBUG : Solved after 445.560000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 497.720000
DEBUG : Solved after 497.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1922.9706
DEBUG : PAR10: 8484.9959
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1922.9706
INFO : PAR10: 8484.9959
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1923.4770
INFO : Feature time: 16.5063
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.19
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.18
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.05
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.04
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 38.480000
DEBUG : Solved after 38.480000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 104.960000
DEBUG : Solved after 104.960000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 395.960000
DEBUG : Solved after 395.960000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13730.120000
DEBUG : Solved after 13730.120000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 172.360000
DEBUG : Solved after 172.360000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 58.280000
DEBUG : Solved after 58.280000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 28.360000
DEBUG : Solved after 28.360000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 16.440000
DEBUG : Solved after 16.440000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 183.280000
DEBUG : Used time (so far): 203.280000
DEBUG : Solved after 203.280000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 168.840000
DEBUG : Solved after 168.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1643.680000
DEBUG : Solved after 1643.680000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 22.600000
DEBUG : Solved after 22.600000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 18.240000
DEBUG : Solved after 18.240000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2018.600000
DEBUG : Solved after 2018.600000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 42.440000
DEBUG : Solved after 42.440000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 119.920000
DEBUG : Solved after 119.920000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 196.960000
DEBUG : Solved after 196.960000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 696.600000
DEBUG : Solved after 696.600000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 84.160000
DEBUG : Solved after 84.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 204.320000
DEBUG : Solved after 204.320000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 57.920000
DEBUG : Solved after 57.920000
DEBUG : Validate: ['step_6', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1348.000000
DEBUG : Solved after 1348.000000
DEBUG : Validate: ['step_6', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1112.600000
DEBUG : Solved after 1112.600000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9725.000000
DEBUG : Solved after 9725.000000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 1.880000
DEBUG : Solved after 1.880000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 276.800000
DEBUG : Solved after 276.800000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 10.480000
DEBUG : Solved after 10.480000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4047.880000
DEBUG : Solved after 4047.880000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 939.000000
DEBUG : Used time (so far): 959.000000
DEBUG : Solved after 959.000000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 4.760000
DEBUG : Solved after 4.760000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 0.480000
DEBUG : Solved after 0.480000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 119.720000
DEBUG : Solved after 119.720000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 185.200000
DEBUG : Solved after 185.200000
DEBUG : Validate: ['step_6', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 203.920000
DEBUG : Solved after 203.920000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 120.880000
DEBUG : Solved after 120.880000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 100.400000
DEBUG : Solved after 100.400000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4149.520000
DEBUG : Solved after 4149.520000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 332.160000
DEBUG : Solved after 332.160000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 10.320000
DEBUG : Solved after 10.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 13.560000
DEBUG : Solved after 13.560000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 24.040000
DEBUG : Solved after 24.040000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 90.240000
DEBUG : Solved after 90.240000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 38.960000
DEBUG : Solved after 38.960000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 3906.640000
DEBUG : Used time (so far): 3926.640000
DEBUG : Solved after 3926.640000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1648.560000
DEBUG : Solved after 1648.560000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 33.320000
DEBUG : Solved after 33.320000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 2.520000
DEBUG : Solved after 2.520000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 131.240000
DEBUG : Solved after 131.240000
DEBUG : Validate: ['step_6', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 2.240000
DEBUG : Solved after 2.240000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 50.120000
DEBUG : Solved after 50.120000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1193.000000
DEBUG : Used time (so far): 1213.000000
DEBUG : Solved after 1213.000000
DEBUG : Validate: ['step_6', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 251.480000
DEBUG : Solved after 251.480000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1206.160000
DEBUG : Solved after 1206.160000
DEBUG : Validate: ['step_6', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 24.080000
DEBUG : Solved after 24.080000
DEBUG : Validate: ['step_6', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 1.080000
DEBUG : Solved after 1.080000
DEBUG : Validate: ['step_6', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 692.800000
DEBUG : Solved after 692.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1397.3311
DEBUG : PAR10: 7959.3565
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1397.3311
INFO : PAR10: 7959.3565
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1397.9387
INFO : Feature time: 15.0380
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.39
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_4: 0.11
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_5: 0.03
DEBUG : algorithm_1: 0.05
INFO :
feature_steps: ['step_6']
min_par10: 5690.293670886076
total_timeouts: 4
total_solved: 233
total_solver_times: 311887.60000000003
total_feature_times: 3812.0
INFO : [SFSS]: *** evaluating feature steps: ['step_7'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 96.080000
DEBUG : Solved after 96.080000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 17.720000
DEBUG : Solved after 17.720000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 40.360000
DEBUG : Solved after 40.360000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4872.640000
DEBUG : Solved after 4872.640000
DEBUG : Validate: ['step_7', ['algorithm_5', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1615.880000
DEBUG : Used time (so far): 1615.880000
DEBUG : Solved after 1615.880000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 144.160000
DEBUG : Solved after 144.160000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 65.040000
DEBUG : Solved after 65.040000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 890.240000
DEBUG : Solved after 890.240000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 89.600000
DEBUG : Solved after 89.600000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 4.440000
DEBUG : Solved after 4.440000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 8.040000
DEBUG : Solved after 8.040000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 3.360000
DEBUG : Solved after 3.360000
DEBUG : Validate: ['step_7', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 11223.400000
DEBUG : Used time (so far): 11223.400000
DEBUG : Solved after 11223.400000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 127.920000
DEBUG : Solved after 127.920000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2520.600000
DEBUG : Solved after 2520.600000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 2.160000
DEBUG : Solved after 2.160000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 734.240000
DEBUG : Used time (so far): 734.240000
DEBUG : Solved after 734.240000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 42.520000
DEBUG : Solved after 42.520000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 57.160000
DEBUG : Solved after 57.160000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 22.080000
DEBUG : Solved after 22.080000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 282.640000
DEBUG : Solved after 282.640000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1089.720000
DEBUG : Solved after 1089.720000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 89.320000
DEBUG : Solved after 89.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 46.840000
DEBUG : Used time (so far): 46.840000
DEBUG : Solved after 46.840000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 43.120000
DEBUG : Solved after 43.120000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 294.080000
DEBUG : Solved after 294.080000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 37.760000
DEBUG : Solved after 37.760000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 459.160000
DEBUG : Solved after 459.160000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1110.880000
DEBUG : Solved after 1110.880000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9023.120000
DEBUG : Solved after 9023.120000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.720000
DEBUG : Used time (so far): 21.720000
DEBUG : Solved after 21.720000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 25.400000
DEBUG : Solved after 25.400000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 749.680000
DEBUG : Solved after 749.680000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 19.920000
DEBUG : Solved after 19.920000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 127.840000
DEBUG : Solved after 127.840000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 274.960000
DEBUG : Solved after 274.960000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4842.160000
DEBUG : Solved after 4842.160000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 64.520000
DEBUG : Solved after 64.520000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3866.080000
DEBUG : Solved after 3866.080000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 3.600000
DEBUG : Solved after 3.600000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1057.480000
DEBUG : Solved after 1057.480000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 11.760000
DEBUG : Solved after 11.760000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6291.760000
DEBUG : Solved after 6291.760000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1232.080000
DEBUG : Solved after 1232.080000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 101.600000
DEBUG : Solved after 101.600000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 489.280000
DEBUG : Solved after 489.280000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 83.320000
DEBUG : Solved after 83.320000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1155.720000
DEBUG : Solved after 1155.720000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 44.360000
DEBUG : Solved after 44.360000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 180.760000
DEBUG : Solved after 180.760000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 32.840000
DEBUG : Solved after 32.840000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 214.040000
DEBUG : Solved after 214.040000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 3.480000
DEBUG : Solved after 3.480000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 67.200000
DEBUG : Solved after 67.200000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 54.600000
DEBUG : Solved after 54.600000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 70.880000
DEBUG : Used time (so far): 70.880000
DEBUG : Solved after 70.880000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 15.640000
DEBUG : Solved after 15.640000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 138.400000
DEBUG : Solved after 138.400000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 113.440000
DEBUG : Solved after 113.440000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 328.640000
DEBUG : Solved after 328.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 719.2400
DEBUG : PAR10: 719.2400
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 719.2400
INFO : PAR10: 719.2400
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 719.2400
INFO : Feature time: 0.0000
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.13
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_5: 0.01
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.20
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2271.840000
DEBUG : Solved after 2271.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21855.040000
DEBUG : Solved after 21855.040000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 11.480000
DEBUG : Solved after 11.480000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 15.280000
DEBUG : Solved after 15.280000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_7', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 2.680000
DEBUG : Solved after 2.680000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 19.280000
DEBUG : Solved after 19.280000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.320000
DEBUG : Used time (so far): 2.320000
DEBUG : Solved after 2.320000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 60.600000
DEBUG : Solved after 60.600000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2540.920000
DEBUG : Solved after 2540.920000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 299.520000
DEBUG : Solved after 299.520000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27558.120000
DEBUG : Solved after 27558.120000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 26.960000
DEBUG : Solved after 26.960000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 6.560000
DEBUG : Solved after 6.560000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 116.280000
DEBUG : Solved after 116.280000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 7.960000
DEBUG : Solved after 7.960000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 13.200000
DEBUG : Solved after 13.200000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 211.320000
DEBUG : Solved after 211.320000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 80.960000
DEBUG : Solved after 80.960000
DEBUG : Validate: ['step_7', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1830.240000
DEBUG : Solved after 1830.240000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 40.320000
DEBUG : Solved after 40.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 5.040000
DEBUG : Solved after 5.040000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 138.560000
DEBUG : Solved after 138.560000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 266.040000
DEBUG : Solved after 266.040000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12734.800000
DEBUG : Solved after 12734.800000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 309.800000
DEBUG : Solved after 309.800000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3678.240000
DEBUG : Solved after 3678.240000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 293.840000
DEBUG : Solved after 293.840000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 249.400000
DEBUG : Solved after 249.400000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 9.920000
DEBUG : Solved after 9.920000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 26.640000
DEBUG : Solved after 26.640000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 163.160000
DEBUG : Solved after 163.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 177.320000
DEBUG : Solved after 177.320000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 314.400000
DEBUG : Solved after 314.400000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 78.040000
DEBUG : Used time (so far): 78.040000
DEBUG : Solved after 78.040000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 384.000000
DEBUG : Solved after 384.000000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 6.800000
DEBUG : Solved after 6.800000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 608.160000
DEBUG : Solved after 608.160000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 196.160000
DEBUG : Solved after 196.160000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 516.400000
DEBUG : Solved after 516.400000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 273.600000
DEBUG : Solved after 273.600000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 156.520000
DEBUG : Solved after 156.520000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 2.480000
DEBUG : Solved after 2.480000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13171.280000
DEBUG : Solved after 13171.280000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 91.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 145.880000
DEBUG : Solved after 145.880000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 71.280000
DEBUG : Solved after 71.280000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 31.840000
DEBUG : Solved after 31.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1180.240000
DEBUG : Solved after 1180.240000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 1.040000
DEBUG : Solved after 1.040000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 47.120000
DEBUG : Solved after 47.120000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 425.560000
DEBUG : Solved after 425.560000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1906.6344
DEBUG : PAR10: 8468.6597
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1906.6344
INFO : PAR10: 8468.6597
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1906.6344
INFO : Feature time: 0.0000
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.19
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.20
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.06
DEBUG : algorithm_8: 0.22
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 18.200000
DEBUG : Solved after 18.200000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 18.480000
DEBUG : Solved after 18.480000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 84.960000
DEBUG : Solved after 84.960000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 375.960000
DEBUG : Solved after 375.960000
DEBUG : Validate: ['step_7', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16140.400000
DEBUG : Solved after 16140.400000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 152.360000
DEBUG : Solved after 152.360000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 38.280000
DEBUG : Solved after 38.280000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 12.360000
DEBUG : Solved after 12.360000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 22.480000
DEBUG : Solved after 22.480000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 12.440000
DEBUG : Solved after 12.440000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 91.880000
DEBUG : Solved after 91.880000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 148.840000
DEBUG : Solved after 148.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1623.680000
DEBUG : Solved after 1623.680000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 14.600000
DEBUG : Solved after 14.600000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 1998.600000
DEBUG : Solved after 1998.600000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 26.440000
DEBUG : Solved after 26.440000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 257.000000
DEBUG : Solved after 257.000000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 176.960000
DEBUG : Solved after 176.960000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 676.600000
DEBUG : Solved after 676.600000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 64.160000
DEBUG : Solved after 64.160000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 184.320000
DEBUG : Solved after 184.320000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1470.720000
DEBUG : Used time (so far): 1470.720000
DEBUG : Solved after 1470.720000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1915.400000
DEBUG : Used time (so far): 1915.400000
DEBUG : Solved after 1915.400000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9705.000000
DEBUG : Solved after 9705.000000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 1.880000
DEBUG : Solved after 1.880000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 264.800000
DEBUG : Solved after 264.800000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 6.480000
DEBUG : Solved after 6.480000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4027.880000
DEBUG : Solved after 4027.880000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 82.800000
DEBUG : Solved after 82.800000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 4.760000
DEBUG : Solved after 4.760000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 0.480000
DEBUG : Solved after 0.480000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 79.720000
DEBUG : Solved after 79.720000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 145.200000
DEBUG : Solved after 145.200000
DEBUG : Validate: ['step_7', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 163.920000
DEBUG : Solved after 163.920000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 582.040000
DEBUG : Used time (so far): 582.040000
DEBUG : Solved after 582.040000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 6.880000
DEBUG : Solved after 6.880000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 80.400000
DEBUG : Solved after 80.400000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4129.520000
DEBUG : Solved after 4129.520000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 312.160000
DEBUG : Solved after 312.160000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 6.320000
DEBUG : Solved after 6.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 9.560000
DEBUG : Solved after 9.560000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18300.160000
DEBUG : Solved after 18300.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 4.040000
DEBUG : Solved after 4.040000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 70.240000
DEBUG : Solved after 70.240000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 18.960000
DEBUG : Solved after 18.960000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 3906.640000
DEBUG : Used time (so far): 3906.640000
DEBUG : Solved after 3906.640000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1624.560000
DEBUG : Solved after 1624.560000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 13.320000
DEBUG : Solved after 13.320000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 2.520000
DEBUG : Solved after 2.520000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 98.440000
DEBUG : Solved after 98.440000
DEBUG : Validate: ['step_7', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28800.000000
DEBUG : Timeout after 28800.000000 (< 28800.000000)
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 2.240000
DEBUG : Solved after 2.240000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 30.120000
DEBUG : Solved after 30.120000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 971.920000
DEBUG : Solved after 971.920000
DEBUG : Validate: ['step_7', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 231.480000
DEBUG : Solved after 231.480000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1186.160000
DEBUG : Solved after 1186.160000
DEBUG : Validate: ['step_7', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 4.080000
DEBUG : Solved after 4.080000
DEBUG : Validate: ['step_7', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 1.080000
DEBUG : Solved after 1.080000
DEBUG : Validate: ['step_7', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 672.800000
DEBUG : Solved after 672.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1282.3418
DEBUG : PAR10: 4563.3544
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1282.3418
INFO : PAR10: 4563.3544
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1282.3418
INFO : Feature time: 0.0000
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.35
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_5: 0.01
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
INFO :
feature_steps: ['step_7']
min_par10: 4583.751392405064
total_timeouts: 3
total_solved: 234
total_solver_times: 308749.08
total_feature_times: 0.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_1'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 120.080000
DEBUG : Solved after 120.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 33.720000
DEBUG : Solved after 33.720000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4896.640000
DEBUG : Solved after 4896.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1700.200000
DEBUG : Solved after 1700.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 168.160000
DEBUG : Solved after 168.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 73.040000
DEBUG : Solved after 73.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 914.240000
DEBUG : Solved after 914.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 113.600000
DEBUG : Solved after 113.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 32.040000
DEBUG : Solved after 32.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9344.080000
DEBUG : Solved after 9344.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 151.920000
DEBUG : Solved after 151.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2544.600000
DEBUG : Solved after 2544.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 638.840000
DEBUG : Solved after 638.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 66.520000
DEBUG : Solved after 66.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 81.160000
DEBUG : Solved after 81.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 46.080000
DEBUG : Solved after 46.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 306.640000
DEBUG : Solved after 306.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1113.720000
DEBUG : Solved after 1113.720000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 38.040000
DEBUG : Solved after 38.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 61.960000
DEBUG : Solved after 61.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 318.080000
DEBUG : Solved after 318.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 61.760000
DEBUG : Solved after 61.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 483.160000
DEBUG : Solved after 483.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1134.880000
DEBUG : Solved after 1134.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9051.120000
DEBUG : Solved after 9051.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 83.520000
DEBUG : Solved after 83.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.040000
DEBUG : Used time (so far): 61.040000
DEBUG : Solved after 61.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 773.680000
DEBUG : Solved after 773.680000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 27.920000
DEBUG : Solved after 27.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 151.840000
DEBUG : Solved after 151.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 298.960000
DEBUG : Solved after 298.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4866.160000
DEBUG : Solved after 4866.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 88.520000
DEBUG : Solved after 88.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3890.080000
DEBUG : Solved after 3890.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.280000
DEBUG : Used time (so far): 29.280000
DEBUG : Solved after 29.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1081.480000
DEBUG : Solved after 1081.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 35.760000
DEBUG : Solved after 35.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6315.760000
DEBUG : Solved after 6315.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1256.080000
DEBUG : Solved after 1256.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 125.600000
DEBUG : Solved after 125.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 513.280000
DEBUG : Solved after 513.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 107.320000
DEBUG : Solved after 107.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1179.720000
DEBUG : Solved after 1179.720000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 68.360000
DEBUG : Solved after 68.360000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 204.760000
DEBUG : Solved after 204.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 56.840000
DEBUG : Solved after 56.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 238.040000
DEBUG : Solved after 238.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 91.200000
DEBUG : Solved after 91.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 78.600000
DEBUG : Solved after 78.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 45.160000
DEBUG : Solved after 45.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 69.880000
DEBUG : Solved after 69.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 39.640000
DEBUG : Solved after 39.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 162.320000
DEBUG : Used time (so far): 186.320000
DEBUG : Solved after 186.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 137.440000
DEBUG : Solved after 137.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 541.520000
DEBUG : Solved after 541.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 715.5909
DEBUG : PAR10: 715.5909
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 715.5909
INFO : PAR10: 715.5909
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 715.5909
INFO : Feature time: 18.5823
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.11
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.23
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2295.840000
DEBUG : Solved after 2295.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21879.040000
DEBUG : Solved after 21879.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 27.280000
DEBUG : Solved after 27.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 84.600000
DEBUG : Solved after 84.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2564.920000
DEBUG : Solved after 2564.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 323.520000
DEBUG : Solved after 323.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27582.120000
DEBUG : Solved after 27582.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 50.960000
DEBUG : Solved after 50.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 30.560000
DEBUG : Solved after 30.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 45.920000
DEBUG : Solved after 45.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 140.280000
DEBUG : Solved after 140.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 31.960000
DEBUG : Solved after 31.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 235.320000
DEBUG : Solved after 235.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 104.960000
DEBUG : Solved after 104.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1854.240000
DEBUG : Solved after 1854.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 64.320000
DEBUG : Solved after 64.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 162.560000
DEBUG : Solved after 162.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 290.040000
DEBUG : Solved after 290.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 17.960000
DEBUG : Solved after 17.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12758.800000
DEBUG : Solved after 12758.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 478.400000
DEBUG : Used time (so far): 502.400000
DEBUG : Solved after 502.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3702.240000
DEBUG : Solved after 3702.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 317.840000
DEBUG : Solved after 317.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 273.400000
DEBUG : Solved after 273.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 33.920000
DEBUG : Solved after 33.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 50.640000
DEBUG : Solved after 50.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 187.160000
DEBUG : Solved after 187.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 201.320000
DEBUG : Solved after 201.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 338.400000
DEBUG : Solved after 338.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 408.000000
DEBUG : Solved after 408.000000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 30.800000
DEBUG : Solved after 30.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 36.160000
DEBUG : Solved after 36.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 632.160000
DEBUG : Solved after 632.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 220.160000
DEBUG : Solved after 220.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 540.400000
DEBUG : Solved after 540.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 32.720000
DEBUG : Solved after 32.720000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 180.520000
DEBUG : Solved after 180.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13195.280000
DEBUG : Solved after 13195.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 91.120000
DEBUG : Used time (so far): 115.120000
DEBUG : Solved after 115.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 304.840000
DEBUG : Used time (so far): 328.840000
DEBUG : Solved after 328.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 95.280000
DEBUG : Solved after 95.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 55.840000
DEBUG : Solved after 55.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1204.240000
DEBUG : Solved after 1204.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 21.040000
DEBUG : Solved after 21.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 71.120000
DEBUG : Solved after 71.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 449.560000
DEBUG : Solved after 449.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 497.720000
DEBUG : Solved after 497.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1927.7271
DEBUG : PAR10: 8489.7524
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1927.7271
INFO : PAR10: 8489.7524
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1928.3347
INFO : Feature time: 17.3165
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.20
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.08
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.04
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 42.480000
DEBUG : Solved after 42.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 108.960000
DEBUG : Solved after 108.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 399.960000
DEBUG : Solved after 399.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13734.120000
DEBUG : Solved after 13734.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 176.360000
DEBUG : Solved after 176.360000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 54.280000
DEBUG : Solved after 54.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 16.360000
DEBUG : Solved after 16.360000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 115.880000
DEBUG : Solved after 115.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 172.840000
DEBUG : Solved after 172.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1647.680000
DEBUG : Solved after 1647.680000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 38.600000
DEBUG : Solved after 38.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2022.600000
DEBUG : Solved after 2022.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 50.440000
DEBUG : Solved after 50.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 123.920000
DEBUG : Solved after 123.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 336.480000
DEBUG : Used time (so far): 360.480000
DEBUG : Solved after 360.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 700.600000
DEBUG : Solved after 700.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 88.160000
DEBUG : Solved after 88.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 208.320000
DEBUG : Solved after 208.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 61.920000
DEBUG : Solved after 61.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1352.000000
DEBUG : Solved after 1352.000000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1116.600000
DEBUG : Solved after 1116.600000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9729.000000
DEBUG : Solved after 9729.000000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 288.800000
DEBUG : Solved after 288.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4051.880000
DEBUG : Solved after 4051.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 106.800000
DEBUG : Solved after 106.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 103.720000
DEBUG : Solved after 103.720000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 169.200000
DEBUG : Solved after 169.200000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 187.920000
DEBUG : Solved after 187.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 124.880000
DEBUG : Solved after 124.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 179.400000
DEBUG : Solved after 179.400000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6405.560000
DEBUG : Used time (so far): 6429.560000
DEBUG : Solved after 6429.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 22.320000
DEBUG : Solved after 22.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 33.560000
DEBUG : Solved after 33.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18324.160000
DEBUG : Solved after 18324.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 28.040000
DEBUG : Solved after 28.040000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 63.280000
DEBUG : Solved after 63.280000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 94.240000
DEBUG : Solved after 94.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 42.960000
DEBUG : Solved after 42.960000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3100.560000
DEBUG : Solved after 3100.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1648.560000
DEBUG : Solved after 1648.560000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 37.320000
DEBUG : Solved after 37.320000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 122.440000
DEBUG : Solved after 122.440000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 46.120000
DEBUG : Solved after 46.120000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 995.920000
DEBUG : Solved after 995.920000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 421.640000
DEBUG : Solved after 421.640000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1210.160000
DEBUG : Solved after 1210.160000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 28.080000
DEBUG : Solved after 28.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_1', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 696.800000
DEBUG : Solved after 696.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1273.1848
DEBUG : PAR10: 4554.1975
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1273.1848
INFO : PAR10: 4554.1975
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1273.4886
INFO : Feature time: 18.8354
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.39
DEBUG : algorithm_8: 0.19
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
DEBUG : algorithm_5: 0.03
INFO :
feature_steps: ['step_3', 'step_1']
min_par10: 4586.51358649789
total_timeouts: 3
total_solved: 234
total_solver_times: 309475.72
total_feature_times: 4324.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_2'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 144.320000
DEBUG : Solved after 144.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 33.720000
DEBUG : Solved after 33.720000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4896.640000
DEBUG : Solved after 4896.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1700.200000
DEBUG : Solved after 1700.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 132.520000
DEBUG : Used time (so far): 156.520000
DEBUG : Solved after 156.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 73.040000
DEBUG : Solved after 73.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 914.240000
DEBUG : Solved after 914.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 113.600000
DEBUG : Solved after 113.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 32.040000
DEBUG : Solved after 32.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1815.920000
DEBUG : Solved after 1815.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 151.920000
DEBUG : Solved after 151.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2544.600000
DEBUG : Solved after 2544.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 638.840000
DEBUG : Solved after 638.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 66.520000
DEBUG : Solved after 66.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 81.160000
DEBUG : Solved after 81.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 46.080000
DEBUG : Solved after 46.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 306.640000
DEBUG : Solved after 306.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1113.720000
DEBUG : Solved after 1113.720000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 38.040000
DEBUG : Solved after 38.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 61.960000
DEBUG : Solved after 61.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 318.080000
DEBUG : Solved after 318.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 61.760000
DEBUG : Solved after 61.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 483.160000
DEBUG : Solved after 483.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1134.880000
DEBUG : Solved after 1134.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9051.120000
DEBUG : Solved after 9051.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 83.520000
DEBUG : Solved after 83.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 49.400000
DEBUG : Solved after 49.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 773.680000
DEBUG : Solved after 773.680000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 27.920000
DEBUG : Solved after 27.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 151.840000
DEBUG : Solved after 151.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 298.960000
DEBUG : Solved after 298.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4866.160000
DEBUG : Solved after 4866.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 88.520000
DEBUG : Solved after 88.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.280000
DEBUG : Used time (so far): 29.280000
DEBUG : Solved after 29.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1081.480000
DEBUG : Solved after 1081.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 35.760000
DEBUG : Solved after 35.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6315.760000
DEBUG : Solved after 6315.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1256.080000
DEBUG : Solved after 1256.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 125.600000
DEBUG : Solved after 125.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 513.280000
DEBUG : Solved after 513.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 107.320000
DEBUG : Solved after 107.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1179.720000
DEBUG : Solved after 1179.720000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 68.360000
DEBUG : Solved after 68.360000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 204.760000
DEBUG : Solved after 204.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 56.840000
DEBUG : Solved after 56.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 238.040000
DEBUG : Solved after 238.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 91.200000
DEBUG : Solved after 91.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 78.600000
DEBUG : Solved after 78.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 45.160000
DEBUG : Solved after 45.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 70.880000
DEBUG : Used time (so far): 94.880000
DEBUG : Solved after 94.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 39.640000
DEBUG : Solved after 39.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 162.320000
DEBUG : Used time (so far): 186.320000
DEBUG : Solved after 186.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 137.440000
DEBUG : Solved after 137.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 541.520000
DEBUG : Solved after 541.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 935.9418
DEBUG : PAR10: 4216.9544
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 935.9418
INFO : PAR10: 4216.9544
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 936.2456
INFO : Feature time: 18.5823
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_3: 0.28
DEBUG : algorithm_1: 0.11
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1278.480000
DEBUG : Used time (so far): 1302.480000
DEBUG : Solved after 1302.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21879.040000
DEBUG : Solved after 21879.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.600000
DEBUG : Used time (so far): 0.600000
DEBUG : Solved after 0.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 27.280000
DEBUG : Solved after 27.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 84.600000
DEBUG : Solved after 84.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2564.920000
DEBUG : Solved after 2564.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 323.520000
DEBUG : Solved after 323.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27582.120000
DEBUG : Solved after 27582.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 50.960000
DEBUG : Solved after 50.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 30.560000
DEBUG : Solved after 30.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 45.920000
DEBUG : Solved after 45.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 140.280000
DEBUG : Solved after 140.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 31.960000
DEBUG : Solved after 31.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 235.320000
DEBUG : Solved after 235.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 104.960000
DEBUG : Solved after 104.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 324.800000
DEBUG : Used time (so far): 348.800000
DEBUG : Solved after 348.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1854.240000
DEBUG : Solved after 1854.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 64.320000
DEBUG : Solved after 64.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 162.560000
DEBUG : Solved after 162.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 290.040000
DEBUG : Solved after 290.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 17.960000
DEBUG : Solved after 17.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12758.800000
DEBUG : Solved after 12758.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 333.800000
DEBUG : Solved after 333.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3702.240000
DEBUG : Solved after 3702.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 317.840000
DEBUG : Solved after 317.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 273.400000
DEBUG : Solved after 273.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 33.920000
DEBUG : Solved after 33.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 50.640000
DEBUG : Solved after 50.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 187.160000
DEBUG : Solved after 187.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 201.320000
DEBUG : Solved after 201.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 338.400000
DEBUG : Solved after 338.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 408.000000
DEBUG : Solved after 408.000000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 30.800000
DEBUG : Solved after 30.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 36.160000
DEBUG : Solved after 36.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 632.160000
DEBUG : Solved after 632.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 40.920000
DEBUG : Solved after 40.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 220.160000
DEBUG : Solved after 220.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 540.400000
DEBUG : Solved after 540.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 180.520000
DEBUG : Solved after 180.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13195.280000
DEBUG : Solved after 13195.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 98.200000
DEBUG : Solved after 98.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 169.880000
DEBUG : Solved after 169.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 95.280000
DEBUG : Solved after 95.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 55.840000
DEBUG : Solved after 55.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1204.240000
DEBUG : Solved after 1204.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 21.040000
DEBUG : Solved after 21.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 71.120000
DEBUG : Solved after 71.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 449.560000
DEBUG : Solved after 449.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 497.720000
DEBUG : Solved after 497.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1554.1175
DEBUG : PAR10: 4835.1301
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1554.1175
INFO : PAR10: 4835.1301
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1554.4213
INFO : Feature time: 17.3165
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_4: 0.08
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_7: 0.20
DEBUG : algorithm_2: 0.19
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_1: 0.03
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 42.480000
DEBUG : Solved after 42.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 108.960000
DEBUG : Solved after 108.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 399.960000
DEBUG : Solved after 399.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16164.400000
DEBUG : Solved after 16164.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 176.360000
DEBUG : Solved after 176.360000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 54.280000
DEBUG : Solved after 54.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 16.360000
DEBUG : Solved after 16.360000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 115.880000
DEBUG : Solved after 115.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 172.840000
DEBUG : Solved after 172.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1647.680000
DEBUG : Solved after 1647.680000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 38.600000
DEBUG : Solved after 38.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2022.600000
DEBUG : Solved after 2022.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 50.440000
DEBUG : Solved after 50.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 123.920000
DEBUG : Solved after 123.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 200.960000
DEBUG : Solved after 200.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 700.600000
DEBUG : Solved after 700.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 88.160000
DEBUG : Solved after 88.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 208.320000
DEBUG : Solved after 208.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 61.920000
DEBUG : Solved after 61.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1352.000000
DEBUG : Solved after 1352.000000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1116.600000
DEBUG : Solved after 1116.600000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9729.000000
DEBUG : Solved after 9729.000000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 288.800000
DEBUG : Solved after 288.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4051.880000
DEBUG : Solved after 4051.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 106.800000
DEBUG : Solved after 106.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 103.720000
DEBUG : Solved after 103.720000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 169.200000
DEBUG : Solved after 169.200000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 187.920000
DEBUG : Solved after 187.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 124.880000
DEBUG : Solved after 124.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 179.400000
DEBUG : Solved after 179.400000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4153.520000
DEBUG : Solved after 4153.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 22.320000
DEBUG : Solved after 22.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 33.560000
DEBUG : Solved after 33.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18324.160000
DEBUG : Solved after 18324.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 28.040000
DEBUG : Solved after 28.040000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 63.280000
DEBUG : Solved after 63.280000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 94.240000
DEBUG : Solved after 94.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 42.960000
DEBUG : Solved after 42.960000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3100.560000
DEBUG : Solved after 3100.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1648.560000
DEBUG : Solved after 1648.560000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 37.320000
DEBUG : Solved after 37.320000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 122.440000
DEBUG : Solved after 122.440000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 46.120000
DEBUG : Solved after 46.120000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 995.920000
DEBUG : Solved after 995.920000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 255.480000
DEBUG : Solved after 255.480000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1210.160000
DEBUG : Solved after 1210.160000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 28.080000
DEBUG : Solved after 28.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_2', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 696.800000
DEBUG : Solved after 696.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1271.0147
DEBUG : PAR10: 4552.0273
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1271.0147
INFO : PAR10: 4552.0273
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1271.3185
INFO : Feature time: 18.8354
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
INFO :
feature_steps: ['step_3', 'step_2']
min_par10: 4534.703966244725
total_timeouts: 3
total_solved: 234
total_solver_times: 297196.83999999997
total_feature_times: 4324.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_4'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 128.080000
DEBUG : Solved after 128.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 37.720000
DEBUG : Solved after 37.720000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 76.360000
DEBUG : Solved after 76.360000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1720.200000
DEBUG : Solved after 1720.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 184.160000
DEBUG : Solved after 184.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 81.040000
DEBUG : Solved after 81.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 926.240000
DEBUG : Solved after 926.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 11.120000
DEBUG : Solved after 11.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 13.240000
DEBUG : Solved after 13.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 48.440000
DEBUG : Solved after 48.440000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 36.040000
DEBUG : Solved after 36.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 23.360000
DEBUG : Solved after 23.360000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 5.160000
DEBUG : Solved after 5.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9364.080000
DEBUG : Solved after 9364.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2564.600000
DEBUG : Solved after 2564.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 734.240000
DEBUG : Used time (so far): 774.240000
DEBUG : Solved after 774.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 78.520000
DEBUG : Solved after 78.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 93.160000
DEBUG : Solved after 93.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 50.080000
DEBUG : Solved after 50.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 322.640000
DEBUG : Solved after 322.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 7.040000
DEBUG : Solved after 7.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 121.320000
DEBUG : Solved after 121.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 50.040000
DEBUG : Solved after 50.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 69.960000
DEBUG : Solved after 69.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 4.640000
DEBUG : Solved after 4.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 75.120000
DEBUG : Solved after 75.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 334.080000
DEBUG : Solved after 334.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 77.760000
DEBUG : Solved after 77.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 503.160000
DEBUG : Solved after 503.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1146.880000
DEBUG : Solved after 1146.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9055.120000
DEBUG : Solved after 9055.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 87.520000
DEBUG : Solved after 87.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 42.880000
DEBUG : Used time (so far): 74.880000
DEBUG : Solved after 74.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 16.160000
DEBUG : Solved after 16.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 31.920000
DEBUG : Solved after 31.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 163.840000
DEBUG : Solved after 163.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 314.960000
DEBUG : Solved after 314.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4878.160000
DEBUG : Solved after 4878.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 96.520000
DEBUG : Solved after 96.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3902.080000
DEBUG : Solved after 3902.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 35.600000
DEBUG : Solved after 35.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1097.480000
DEBUG : Solved after 1097.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 39.760000
DEBUG : Solved after 39.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6323.760000
DEBUG : Solved after 6323.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1276.080000
DEBUG : Solved after 1276.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 137.600000
DEBUG : Solved after 137.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 533.280000
DEBUG : Solved after 533.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 111.320000
DEBUG : Solved after 111.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1787.120000
DEBUG : Solved after 1787.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 76.360000
DEBUG : Solved after 76.360000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 216.760000
DEBUG : Solved after 216.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 68.840000
DEBUG : Solved after 68.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 254.040000
DEBUG : Solved after 254.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 33.240000
DEBUG : Solved after 33.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 33.280000
DEBUG : Solved after 33.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 92.920000
DEBUG : Used time (so far): 132.920000
DEBUG : Solved after 132.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 82.600000
DEBUG : Solved after 82.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 45.320000
DEBUG : Solved after 45.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 132.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 47.640000
DEBUG : Solved after 47.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 162.320000
DEBUG : Used time (so far): 206.320000
DEBUG : Solved after 206.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 149.440000
DEBUG : Solved after 149.440000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 557.520000
DEBUG : Solved after 557.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 736.6952
DEBUG : PAR10: 736.6952
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 736.6952
INFO : PAR10: 736.6952
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 736.6952
INFO : Feature time: 29.3165
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.11
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.20
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2311.840000
DEBUG : Solved after 2311.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 23.480000
DEBUG : Solved after 23.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21899.040000
DEBUG : Solved after 21899.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 55.480000
DEBUG : Solved after 55.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 38.680000
DEBUG : Solved after 38.680000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 27.280000
DEBUG : Solved after 27.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 92.600000
DEBUG : Solved after 92.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 9.240000
DEBUG : Solved after 9.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 335.520000
DEBUG : Solved after 335.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1095.960000
DEBUG : Solved after 1095.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 4.960000
DEBUG : Solved after 4.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 4.880000
DEBUG : Solved after 4.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 9.120000
DEBUG : Solved after 9.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 58.960000
DEBUG : Solved after 58.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 42.560000
DEBUG : Solved after 42.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 4.320000
DEBUG : Solved after 4.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 61.920000
DEBUG : Solved after 61.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 5.640000
DEBUG : Solved after 5.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 35.960000
DEBUG : Solved after 35.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 41.200000
DEBUG : Solved after 41.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 247.320000
DEBUG : Solved after 247.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 112.960000
DEBUG : Solved after 112.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1858.240000
DEBUG : Solved after 1858.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 72.320000
DEBUG : Solved after 72.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 4.200000
DEBUG : Solved after 4.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 33.040000
DEBUG : Solved after 33.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 174.560000
DEBUG : Solved after 174.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 302.040000
DEBUG : Solved after 302.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 25.960000
DEBUG : Solved after 25.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 5.760000
DEBUG : Solved after 5.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 345.800000
DEBUG : Solved after 345.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3722.240000
DEBUG : Solved after 3722.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 329.840000
DEBUG : Solved after 329.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 285.400000
DEBUG : Solved after 285.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 41.920000
DEBUG : Solved after 41.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 58.640000
DEBUG : Solved after 58.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 195.160000
DEBUG : Solved after 195.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28840.000000
DEBUG : Timeout after 28800.000000 (< 28840.000000)
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 213.320000
DEBUG : Solved after 213.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 323.560000
DEBUG : Used time (so far): 351.560000
DEBUG : Solved after 351.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 416.000000
DEBUG : Solved after 416.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 38.800000
DEBUG : Solved after 38.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 52.160000
DEBUG : Solved after 52.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 48.920000
DEBUG : Solved after 48.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 224.160000
DEBUG : Solved after 224.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 556.400000
DEBUG : Solved after 556.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 192.520000
DEBUG : Solved after 192.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 102.200000
DEBUG : Solved after 102.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 61.520000
DEBUG : Used time (so far): 89.520000
DEBUG : Solved after 89.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 99.280000
DEBUG : Solved after 99.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 59.840000
DEBUG : Solved after 59.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1220.240000
DEBUG : Solved after 1220.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 79.120000
DEBUG : Solved after 79.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 351.880000
DEBUG : Used time (so far): 395.880000
DEBUG : Solved after 395.880000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1599.8324
DEBUG : PAR10: 8161.8577
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1599.8324
INFO : PAR10: 8161.8577
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1600.8957
INFO : Feature time: 26.0759
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.20
DEBUG : algorithm_3: 0.32
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.06
DEBUG : algorithm_8: 0.24
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 42.200000
DEBUG : Solved after 42.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 116.960000
DEBUG : Solved after 116.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 411.960000
DEBUG : Solved after 411.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16184.400000
DEBUG : Solved after 16184.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 184.360000
DEBUG : Solved after 184.360000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 66.280000
DEBUG : Solved after 66.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 36.360000
DEBUG : Solved after 36.360000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 54.480000
DEBUG : Solved after 54.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 36.440000
DEBUG : Solved after 36.440000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 4.800000
DEBUG : Solved after 4.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 5.000000
DEBUG : Solved after 5.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1667.680000
DEBUG : Solved after 1667.680000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 46.600000
DEBUG : Solved after 46.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 10.240000
DEBUG : Solved after 10.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.400000
DEBUG : Used time (so far): 64.400000
DEBUG : Solved after 64.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 289.000000
DEBUG : Solved after 289.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 212.960000
DEBUG : Solved after 212.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 96.160000
DEBUG : Solved after 96.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 216.320000
DEBUG : Solved after 216.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 77.920000
DEBUG : Solved after 77.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1136.600000
DEBUG : Solved after 1136.600000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9749.000000
DEBUG : Solved after 9749.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 10.000000
DEBUG : Solved after 10.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 296.800000
DEBUG : Solved after 296.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 153.320000
DEBUG : Solved after 153.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 939.000000
DEBUG : Used time (so far): 979.000000
DEBUG : Solved after 979.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 16.760000
DEBUG : Solved after 16.760000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 5.280000
DEBUG : Solved after 5.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 16.480000
DEBUG : Solved after 16.480000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 32.800000
DEBUG : Solved after 32.800000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 115.720000
DEBUG : Solved after 115.720000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 181.200000
DEBUG : Solved after 181.200000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 199.920000
DEBUG : Solved after 199.920000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 9.960000
DEBUG : Solved after 9.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 136.880000
DEBUG : Solved after 136.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 42.880000
DEBUG : Solved after 42.880000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 191.400000
DEBUG : Solved after 191.400000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4169.520000
DEBUG : Solved after 4169.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 41.560000
DEBUG : Solved after 41.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18344.160000
DEBUG : Solved after 18344.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 32.040000
DEBUG : Solved after 32.040000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 67.280000
DEBUG : Solved after 67.280000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 106.240000
DEBUG : Solved after 106.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 46.960000
DEBUG : Solved after 46.960000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1664.560000
DEBUG : Solved after 1664.560000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 41.320000
DEBUG : Solved after 41.320000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 30.520000
DEBUG : Solved after 30.520000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 147.240000
DEBUG : Solved after 147.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28840.000000
DEBUG : Timeout after 28800.000000 (< 28840.000000)
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 36.840000
DEBUG : Solved after 36.840000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 46.240000
DEBUG : Solved after 46.240000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 54.120000
DEBUG : Solved after 54.120000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1193.000000
DEBUG : Used time (so far): 1237.000000
DEBUG : Solved after 1237.000000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 437.640000
DEBUG : Solved after 437.640000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 32.080000
DEBUG : Solved after 32.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 25.080000
DEBUG : Solved after 25.080000
DEBUG : Validate: ['step_3', 'step_4', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 716.800000
DEBUG : Solved after 716.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1299.6638
DEBUG : PAR10: 4580.6765
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1299.6638
INFO : PAR10: 4580.6765
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1300.1701
INFO : Feature time: 29.7215
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.39
DEBUG : algorithm_8: 0.16
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.06
INFO :
feature_steps: ['step_3', 'step_4']
min_par10: 4493.076455696203
total_timeouts: 3
total_solved: 234
total_solver_times: 287383.12
total_feature_times: 6724.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_5'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 164.320000
DEBUG : Solved after 164.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 53.720000
DEBUG : Solved after 53.720000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 84.360000
DEBUG : Solved after 84.360000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1720.200000
DEBUG : Solved after 1720.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 188.160000
DEBUG : Solved after 188.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 93.040000
DEBUG : Solved after 93.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 934.240000
DEBUG : Solved after 934.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 48.440000
DEBUG : Solved after 48.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 52.040000
DEBUG : Solved after 52.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 39.360000
DEBUG : Solved after 39.360000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1835.920000
DEBUG : Solved after 1835.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 250.040000
DEBUG : Used time (so far): 294.040000
DEBUG : Solved after 294.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 26.160000
DEBUG : Solved after 26.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 658.840000
DEBUG : Solved after 658.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 86.520000
DEBUG : Solved after 86.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 105.160000
DEBUG : Solved after 105.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 66.080000
DEBUG : Solved after 66.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 326.640000
DEBUG : Solved after 326.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 23.040000
DEBUG : Solved after 23.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 24.320000
DEBUG : Solved after 24.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 62.040000
DEBUG : Solved after 62.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 81.960000
DEBUG : Solved after 81.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 87.120000
DEBUG : Solved after 87.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 338.080000
DEBUG : Solved after 338.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 81.760000
DEBUG : Solved after 81.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 503.160000
DEBUG : Solved after 503.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1154.880000
DEBUG : Solved after 1154.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9071.120000
DEBUG : Solved after 9071.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 20.240000
DEBUG : Solved after 20.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 103.520000
DEBUG : Solved after 103.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 69.400000
DEBUG : Solved after 69.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 32.160000
DEBUG : Solved after 32.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 47.920000
DEBUG : Solved after 47.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 171.840000
DEBUG : Solved after 171.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 318.960000
DEBUG : Solved after 318.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4886.160000
DEBUG : Solved after 4886.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 108.520000
DEBUG : Solved after 108.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3910.080000
DEBUG : Solved after 3910.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 47.600000
DEBUG : Solved after 47.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1101.480000
DEBUG : Solved after 1101.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 55.760000
DEBUG : Solved after 55.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6335.760000
DEBUG : Solved after 6335.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1280.080000
DEBUG : Solved after 1280.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 145.600000
DEBUG : Solved after 145.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 537.280000
DEBUG : Solved after 537.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 95.800000
DEBUG : Used time (so far): 139.800000
DEBUG : Solved after 139.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1787.120000
DEBUG : Solved after 1787.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 88.360000
DEBUG : Solved after 88.360000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 228.760000
DEBUG : Solved after 228.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 76.840000
DEBUG : Solved after 76.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 258.040000
DEBUG : Solved after 258.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 45.240000
DEBUG : Solved after 45.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 45.280000
DEBUG : Solved after 45.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 92.920000
DEBUG : Used time (so far): 136.920000
DEBUG : Solved after 136.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 98.600000
DEBUG : Solved after 98.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 65.160000
DEBUG : Solved after 65.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 132.280000
DEBUG : Used time (so far): 176.280000
DEBUG : Solved after 176.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 59.640000
DEBUG : Solved after 59.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 162.320000
DEBUG : Used time (so far): 206.320000
DEBUG : Solved after 206.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 157.440000
DEBUG : Solved after 157.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 561.520000
DEBUG : Solved after 561.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 619.8466
DEBUG : PAR10: 619.8466
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 619.8466
INFO : PAR10: 619.8466
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 619.8466
INFO : Feature time: 37.7215
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.23
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_1: 0.08
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.15
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1278.480000
DEBUG : Used time (so far): 1322.480000
DEBUG : Solved after 1322.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 24.160000
DEBUG : Solved after 24.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 24.400000
DEBUG : Solved after 24.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21899.040000
DEBUG : Solved after 21899.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 55.480000
DEBUG : Solved after 55.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 59.280000
DEBUG : Solved after 59.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_6', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 46.680000
DEBUG : Solved after 46.680000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 21.200000
DEBUG : Solved after 21.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 104.600000
DEBUG : Solved after 104.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 24.160000
DEBUG : Solved after 24.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 343.520000
DEBUG : Solved after 343.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1227.440000
DEBUG : Used time (so far): 1271.440000
DEBUG : Solved after 1271.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 50.960000
DEBUG : Solved after 50.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 50.560000
DEBUG : Solved after 50.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 20.320000
DEBUG : Solved after 20.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 79.040000
DEBUG : Solved after 79.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 164.280000
DEBUG : Solved after 164.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 17.440000
DEBUG : Solved after 17.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 17.640000
DEBUG : Solved after 17.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 51.960000
DEBUG : Solved after 51.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.600000
DEBUG : Used time (so far): 60.600000
DEBUG : Solved after 60.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 255.320000
DEBUG : Solved after 255.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 124.960000
DEBUG : Solved after 124.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1874.240000
DEBUG : Solved after 1874.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 84.320000
DEBUG : Solved after 84.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 182.560000
DEBUG : Solved after 182.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 310.040000
DEBUG : Solved after 310.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 17.960000
DEBUG : Solved after 17.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 353.800000
DEBUG : Solved after 353.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3722.240000
DEBUG : Solved after 3722.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 337.840000
DEBUG : Solved after 337.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 293.400000
DEBUG : Solved after 293.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 53.920000
DEBUG : Solved after 53.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 70.640000
DEBUG : Solved after 70.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1459.640000
DEBUG : Used time (so far): 1503.640000
DEBUG : Solved after 1503.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 153.320000
DEBUG : Solved after 153.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 428.000000
DEBUG : Solved after 428.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 50.800000
DEBUG : Solved after 50.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 56.160000
DEBUG : Solved after 56.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 50.880000
DEBUG : Solved after 50.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 240.160000
DEBUG : Solved after 240.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 560.400000
DEBUG : Solved after 560.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 52.720000
DEBUG : Solved after 52.720000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 200.520000
DEBUG : Solved after 200.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 118.200000
DEBUG : Solved after 118.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 189.880000
DEBUG : Solved after 189.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 115.280000
DEBUG : Solved after 115.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 75.840000
DEBUG : Solved after 75.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1224.240000
DEBUG : Solved after 1224.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 33.040000
DEBUG : Solved after 33.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 521.720000
DEBUG : Solved after 521.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1610.2511
DEBUG : PAR10: 8172.2765
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1610.2511
INFO : PAR10: 8172.2765
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1611.3651
INFO : Feature time: 33.9747
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_3: 0.33
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_2: 0.16
DEBUG : algorithm_8: 0.18
DEBUG : algorithm_1: 0.04
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 58.200000
DEBUG : Solved after 58.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 62.480000
DEBUG : Solved after 62.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 132.960000
DEBUG : Solved after 132.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 419.960000
DEBUG : Solved after 419.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16184.400000
DEBUG : Solved after 16184.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 196.360000
DEBUG : Solved after 196.360000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 74.280000
DEBUG : Solved after 74.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 25.920000
DEBUG : Solved after 25.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 36.360000
DEBUG : Solved after 36.360000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 66.480000
DEBUG : Solved after 66.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 32.320000
DEBUG : Solved after 32.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 49.200000
DEBUG : Solved after 49.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 44.440000
DEBUG : Solved after 44.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1667.680000
DEBUG : Solved after 1667.680000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 58.600000
DEBUG : Solved after 58.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 70.440000
DEBUG : Solved after 70.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 143.920000
DEBUG : Solved after 143.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 336.480000
DEBUG : Used time (so far): 380.480000
DEBUG : Solved after 380.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 108.160000
DEBUG : Solved after 108.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 228.320000
DEBUG : Solved after 228.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 81.920000
DEBUG : Solved after 81.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1136.600000
DEBUG : Solved after 1136.600000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9753.000000
DEBUG : Solved after 9753.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 22.000000
DEBUG : Solved after 22.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 45.880000
DEBUG : Solved after 45.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 308.800000
DEBUG : Solved after 308.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 50.480000
DEBUG : Solved after 50.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 939.000000
DEBUG : Used time (so far): 983.000000
DEBUG : Solved after 983.000000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 28.760000
DEBUG : Solved after 28.760000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 32.480000
DEBUG : Solved after 32.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 48.800000
DEBUG : Solved after 48.800000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 123.720000
DEBUG : Solved after 123.720000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 189.200000
DEBUG : Solved after 189.200000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 207.920000
DEBUG : Solved after 207.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 144.880000
DEBUG : Solved after 144.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 50.880000
DEBUG : Solved after 50.880000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 199.400000
DEBUG : Solved after 199.400000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 4690.960000
DEBUG : Used time (so far): 4734.960000
DEBUG : Solved after 4734.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 42.320000
DEBUG : Solved after 42.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 53.560000
DEBUG : Solved after 53.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18348.160000
DEBUG : Solved after 18348.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 48.040000
DEBUG : Solved after 48.040000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 380.160000
DEBUG : Solved after 380.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 114.240000
DEBUG : Solved after 114.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 62.960000
DEBUG : Solved after 62.960000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1668.560000
DEBUG : Solved after 1668.560000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 57.320000
DEBUG : Solved after 57.320000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 46.520000
DEBUG : Solved after 46.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 142.440000
DEBUG : Solved after 142.440000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.520000
DEBUG : Used time (so far): 50.520000
DEBUG : Solved after 50.520000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 46.240000
DEBUG : Solved after 46.240000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 66.120000
DEBUG : Solved after 66.120000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1015.920000
DEBUG : Solved after 1015.920000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 279.480000
DEBUG : Solved after 279.480000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 44.080000
DEBUG : Solved after 44.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 37.080000
DEBUG : Solved after 37.080000
DEBUG : Validate: ['step_3', 'step_5', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 716.800000
DEBUG : Solved after 716.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1313.6947
DEBUG : PAR10: 4594.7073
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1313.6947
INFO : PAR10: 4594.7073
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1314.2516
INFO : Feature time: 38.0253
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.35
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.11
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.08
INFO :
feature_steps: ['step_3', 'step_5']
min_par10: 4462.276793248946
total_timeouts: 3
total_solved: 234
total_solver_times: 280091.60000000003
total_feature_times: 8668.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 164.320000
DEBUG : Solved after 164.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.640000
DEBUG : Used time (so far): 28.640000
DEBUG : Solved after 28.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 84.360000
DEBUG : Solved after 84.360000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1720.200000
DEBUG : Solved after 1720.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 192.160000
DEBUG : Solved after 192.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 93.040000
DEBUG : Solved after 93.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 938.240000
DEBUG : Solved after 938.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 36.040000
DEBUG : Solved after 36.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1839.920000
DEBUG : Solved after 1839.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2564.600000
DEBUG : Solved after 2564.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 658.840000
DEBUG : Solved after 658.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 86.520000
DEBUG : Solved after 86.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 101.160000
DEBUG : Solved after 101.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 58.080000
DEBUG : Solved after 58.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 326.640000
DEBUG : Solved after 326.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 58.040000
DEBUG : Solved after 58.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 73.960000
DEBUG : Solved after 73.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 87.120000
DEBUG : Solved after 87.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 358.080000
DEBUG : Solved after 358.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 85.760000
DEBUG : Solved after 85.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 507.160000
DEBUG : Solved after 507.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1154.880000
DEBUG : Solved after 1154.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9091.120000
DEBUG : Solved after 9091.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 99.520000
DEBUG : Solved after 99.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 65.400000
DEBUG : Solved after 65.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 43.920000
DEBUG : Solved after 43.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 171.840000
DEBUG : Solved after 171.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 322.960000
DEBUG : Solved after 322.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4886.160000
DEBUG : Solved after 4886.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 104.520000
DEBUG : Solved after 104.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3910.080000
DEBUG : Solved after 3910.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.280000
DEBUG : Used time (so far): 29.280000
DEBUG : Solved after 29.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1101.480000
DEBUG : Solved after 1101.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 55.760000
DEBUG : Solved after 55.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6335.760000
DEBUG : Solved after 6335.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1276.080000
DEBUG : Solved after 1276.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 145.600000
DEBUG : Solved after 145.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 533.280000
DEBUG : Solved after 533.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 332.280000
DEBUG : Used time (so far): 380.280000
DEBUG : Solved after 380.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1787.120000
DEBUG : Solved after 1787.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 88.360000
DEBUG : Solved after 88.360000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 224.760000
DEBUG : Solved after 224.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 76.840000
DEBUG : Solved after 76.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 258.040000
DEBUG : Solved after 258.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 111.200000
DEBUG : Solved after 111.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 98.600000
DEBUG : Solved after 98.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 61.320000
DEBUG : Solved after 61.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 89.880000
DEBUG : Solved after 89.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 47.640000
DEBUG : Solved after 47.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 182.400000
DEBUG : Solved after 182.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 157.440000
DEBUG : Solved after 157.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 372.640000
DEBUG : Solved after 372.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 644.8451
DEBUG : PAR10: 644.8451
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 644.8451
INFO : PAR10: 644.8451
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 644.8451
INFO : Feature time: 35.2911
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_1: 0.06
DEBUG : algorithm_3: 0.28
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.18
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2335.840000
DEBUG : Solved after 2335.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21919.040000
DEBUG : Solved after 21919.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 39.480000
DEBUG : Solved after 39.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 104.600000
DEBUG : Solved after 104.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 8.160000
DEBUG : Solved after 8.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 343.520000
DEBUG : Solved after 343.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1103.960000
DEBUG : Solved after 1103.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 90.960000
DEBUG : Solved after 90.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 34.560000
DEBUG : Solved after 34.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 79.040000
DEBUG : Solved after 79.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 56.640000
DEBUG : Solved after 56.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 255.320000
DEBUG : Solved after 255.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 124.960000
DEBUG : Solved after 124.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 324.800000
DEBUG : Used time (so far): 368.800000
DEBUG : Solved after 368.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1894.240000
DEBUG : Solved after 1894.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 84.320000
DEBUG : Solved after 84.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 202.560000
DEBUG : Solved after 202.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 330.040000
DEBUG : Solved after 330.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 353.800000
DEBUG : Solved after 353.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3726.240000
DEBUG : Solved after 3726.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 341.840000
DEBUG : Solved after 341.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 297.400000
DEBUG : Solved after 297.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 70.640000
DEBUG : Solved after 70.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 207.160000
DEBUG : Solved after 207.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6175.800000
DEBUG : Used time (so far): 6219.800000
DEBUG : Solved after 6219.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 78.040000
DEBUG : Used time (so far): 122.040000
DEBUG : Solved after 122.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 428.000000
DEBUG : Solved after 428.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 50.800000
DEBUG : Solved after 50.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 52.160000
DEBUG : Solved after 52.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 38.880000
DEBUG : Solved after 38.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 228.160000
DEBUG : Solved after 228.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 560.400000
DEBUG : Solved after 560.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 200.520000
DEBUG : Solved after 200.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 118.200000
DEBUG : Solved after 118.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 189.880000
DEBUG : Solved after 189.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 115.280000
DEBUG : Solved after 115.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 71.840000
DEBUG : Solved after 71.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1224.240000
DEBUG : Solved after 1224.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 41.040000
DEBUG : Solved after 41.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 521.720000
DEBUG : Solved after 521.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 961.5028
DEBUG : PAR10: 961.5028
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 961.5028
INFO : PAR10: 961.5028
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 961.5028
INFO : Feature time: 33.8228
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.19
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_7: 0.18
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.05
DEBUG : algorithm_8: 0.25
DEBUG : algorithm_1: 0.01
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 58.200000
DEBUG : Solved after 58.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 62.480000
DEBUG : Solved after 62.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 128.960000
DEBUG : Solved after 128.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 419.960000
DEBUG : Solved after 419.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13754.120000
DEBUG : Solved after 13754.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 196.360000
DEBUG : Solved after 196.360000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 74.280000
DEBUG : Solved after 74.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 58.480000
DEBUG : Solved after 58.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1667.680000
DEBUG : Solved after 1667.680000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 46.600000
DEBUG : Solved after 46.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 18.240000
DEBUG : Solved after 18.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 66.440000
DEBUG : Solved after 66.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 301.000000
DEBUG : Solved after 301.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 220.960000
DEBUG : Solved after 220.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 108.160000
DEBUG : Solved after 108.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 228.320000
DEBUG : Solved after 228.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 81.920000
DEBUG : Solved after 81.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1136.600000
DEBUG : Solved after 1136.600000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9749.000000
DEBUG : Solved after 9749.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 300.800000
DEBUG : Solved after 300.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 939.000000
DEBUG : Used time (so far): 983.000000
DEBUG : Solved after 983.000000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 143.720000
DEBUG : Solved after 143.720000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 209.200000
DEBUG : Solved after 209.200000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 227.920000
DEBUG : Solved after 227.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 144.880000
DEBUG : Solved after 144.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 199.400000
DEBUG : Solved after 199.400000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6405.560000
DEBUG : Used time (so far): 6449.560000
DEBUG : Solved after 6449.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 37.560000
DEBUG : Solved after 37.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18348.160000
DEBUG : Solved after 18348.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 48.040000
DEBUG : Solved after 48.040000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 83.280000
DEBUG : Solved after 83.280000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 114.240000
DEBUG : Solved after 114.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 62.960000
DEBUG : Solved after 62.960000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1672.560000
DEBUG : Solved after 1672.560000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 57.320000
DEBUG : Solved after 57.320000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 142.440000
DEBUG : Solved after 142.440000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28848.000000
DEBUG : Timeout after 28800.000000 (< 28848.000000)
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.520000
DEBUG : Used time (so far): 30.520000
DEBUG : Solved after 30.520000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 66.120000
DEBUG : Solved after 66.120000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1015.920000
DEBUG : Solved after 1015.920000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 275.480000
DEBUG : Solved after 275.480000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 48.080000
DEBUG : Solved after 48.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_6', ['algorithm_3', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 505.000000
DEBUG : Used time (so far): 549.000000
DEBUG : Solved after 549.000000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1294.5200
DEBUG : PAR10: 4575.5327
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1294.5200
INFO : PAR10: 4575.5327
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1295.1276
INFO : Feature time: 33.8734
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
DEBUG : algorithm_5: 0.03
INFO :
feature_steps: ['step_3', 'step_6']
min_par10: 2060.626835443038
total_timeouts: 1
total_solved: 236
total_solver_times: 229216.56000000003
total_feature_times: 8136.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_7'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 144.320000
DEBUG : Solved after 144.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 33.720000
DEBUG : Solved after 33.720000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 64.360000
DEBUG : Solved after 64.360000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4896.640000
DEBUG : Solved after 4896.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1700.200000
DEBUG : Solved after 1700.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 168.160000
DEBUG : Solved after 168.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 73.040000
DEBUG : Solved after 73.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 175.840000
DEBUG : Used time (so far): 199.840000
DEBUG : Solved after 199.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 113.600000
DEBUG : Solved after 113.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 3.120000
DEBUG : Solved after 3.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 5.240000
DEBUG : Solved after 5.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 32.040000
DEBUG : Solved after 32.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 1.160000
DEBUG : Solved after 1.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1815.920000
DEBUG : Solved after 1815.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 151.920000
DEBUG : Solved after 151.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2544.600000
DEBUG : Solved after 2544.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 638.840000
DEBUG : Solved after 638.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 66.520000
DEBUG : Solved after 66.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 81.160000
DEBUG : Solved after 81.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 46.080000
DEBUG : Solved after 46.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 306.640000
DEBUG : Solved after 306.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1113.720000
DEBUG : Solved after 1113.720000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 113.320000
DEBUG : Solved after 113.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 38.040000
DEBUG : Solved after 38.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 61.960000
DEBUG : Solved after 61.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 0.640000
DEBUG : Solved after 0.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 67.120000
DEBUG : Solved after 67.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 318.080000
DEBUG : Solved after 318.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 61.760000
DEBUG : Solved after 61.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 483.160000
DEBUG : Solved after 483.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1134.880000
DEBUG : Solved after 1134.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9051.120000
DEBUG : Solved after 9051.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 83.520000
DEBUG : Solved after 83.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 49.400000
DEBUG : Solved after 49.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 773.680000
DEBUG : Solved after 773.680000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 1.920000
DEBUG : Solved after 1.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 2.920000
DEBUG : Solved after 2.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 27.920000
DEBUG : Solved after 27.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 151.840000
DEBUG : Solved after 151.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 298.960000
DEBUG : Solved after 298.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4866.160000
DEBUG : Solved after 4866.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 88.520000
DEBUG : Solved after 88.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3890.080000
DEBUG : Solved after 3890.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 27.600000
DEBUG : Solved after 27.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1081.480000
DEBUG : Solved after 1081.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 35.760000
DEBUG : Solved after 35.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6315.760000
DEBUG : Solved after 6315.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1256.080000
DEBUG : Solved after 1256.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 125.600000
DEBUG : Solved after 125.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 513.280000
DEBUG : Solved after 513.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 107.320000
DEBUG : Solved after 107.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1767.120000
DEBUG : Solved after 1767.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 68.360000
DEBUG : Solved after 68.360000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 204.760000
DEBUG : Solved after 204.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 56.840000
DEBUG : Solved after 56.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 238.040000
DEBUG : Solved after 238.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 91.200000
DEBUG : Solved after 91.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 78.600000
DEBUG : Solved after 78.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 41.320000
DEBUG : Solved after 41.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 132.280000
DEBUG : Used time (so far): 156.280000
DEBUG : Solved after 156.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 39.640000
DEBUG : Solved after 39.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_5', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 224.920000
DEBUG : Used time (so far): 248.920000
DEBUG : Solved after 248.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 137.440000
DEBUG : Solved after 137.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 440.440000
DEBUG : Used time (so far): 464.440000
DEBUG : Solved after 464.440000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 619.6901
DEBUG : PAR10: 619.6901
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 619.6901
INFO : PAR10: 619.6901
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 619.6901
INFO : Feature time: 18.5823
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_1: 0.06
DEBUG : algorithm_2: 0.11
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_5: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2295.840000
DEBUG : Solved after 2295.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 15.480000
DEBUG : Solved after 15.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21879.040000
DEBUG : Solved after 21879.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 0.560000
DEBUG : Solved after 0.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 0.080000
DEBUG : Solved after 0.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 27.280000
DEBUG : Solved after 27.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 84.600000
DEBUG : Solved after 84.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2564.920000
DEBUG : Solved after 2564.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 4.160000
DEBUG : Solved after 4.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 323.520000
DEBUG : Solved after 323.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1059.960000
DEBUG : Used time (so far): 1083.960000
DEBUG : Solved after 1083.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 0.960000
DEBUG : Solved after 0.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 0.880000
DEBUG : Solved after 0.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 5.120000
DEBUG : Solved after 5.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 50.960000
DEBUG : Solved after 50.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 30.560000
DEBUG : Solved after 30.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 45.920000
DEBUG : Solved after 45.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 140.280000
DEBUG : Solved after 140.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 1.120000
DEBUG : Solved after 1.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 1.240000
DEBUG : Solved after 1.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 235.320000
DEBUG : Solved after 235.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 104.960000
DEBUG : Solved after 104.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1854.240000
DEBUG : Solved after 1854.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 64.320000
DEBUG : Solved after 64.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 25.040000
DEBUG : Solved after 25.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 162.560000
DEBUG : Solved after 162.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 290.040000
DEBUG : Solved after 290.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 17.960000
DEBUG : Solved after 17.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 1.760000
DEBUG : Solved after 1.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12758.800000
DEBUG : Solved after 12758.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 333.800000
DEBUG : Solved after 333.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 502.520000
DEBUG : Used time (so far): 526.520000
DEBUG : Solved after 526.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 273.400000
DEBUG : Solved after 273.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 33.920000
DEBUG : Solved after 33.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 50.640000
DEBUG : Solved after 50.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 187.160000
DEBUG : Solved after 187.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 201.320000
DEBUG : Solved after 201.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 338.400000
DEBUG : Solved after 338.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 78.040000
DEBUG : Used time (so far): 102.040000
DEBUG : Solved after 102.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 408.000000
DEBUG : Solved after 408.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 30.800000
DEBUG : Solved after 30.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 36.160000
DEBUG : Solved after 36.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 632.160000
DEBUG : Solved after 632.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 220.160000
DEBUG : Solved after 220.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 540.400000
DEBUG : Solved after 540.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 180.520000
DEBUG : Solved after 180.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13195.280000
DEBUG : Solved after 13195.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 98.200000
DEBUG : Solved after 98.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 61.520000
DEBUG : Used time (so far): 85.520000
DEBUG : Solved after 85.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 95.280000
DEBUG : Solved after 95.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 55.840000
DEBUG : Solved after 55.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1204.240000
DEBUG : Solved after 1204.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 21.040000
DEBUG : Solved after 21.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 71.120000
DEBUG : Solved after 71.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 449.560000
DEBUG : Solved after 449.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 245.320000
DEBUG : Solved after 245.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1907.1225
DEBUG : PAR10: 11750.1605
DEBUG : Timeouts: 3 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1907.1225
INFO : PAR10: 11750.1605
INFO : Timeouts: 3 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1908.0339
INFO : Feature time: 17.3165
INFO : Solved: 76 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.15
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.08
DEBUG : algorithm_8: 0.27
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 38.200000
DEBUG : Solved after 38.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 42.480000
DEBUG : Solved after 42.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 108.960000
DEBUG : Solved after 108.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 399.960000
DEBUG : Solved after 399.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13734.120000
DEBUG : Solved after 13734.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 176.360000
DEBUG : Solved after 176.360000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 54.280000
DEBUG : Solved after 54.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 16.360000
DEBUG : Solved after 16.360000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 24.440000
DEBUG : Solved after 24.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 0.800000
DEBUG : Solved after 0.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 1.000000
DEBUG : Solved after 1.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 115.880000
DEBUG : Solved after 115.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 172.840000
DEBUG : Solved after 172.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1647.680000
DEBUG : Solved after 1647.680000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 38.600000
DEBUG : Solved after 38.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 6.240000
DEBUG : Solved after 6.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2022.600000
DEBUG : Solved after 2022.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 50.440000
DEBUG : Solved after 50.440000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 281.000000
DEBUG : Solved after 281.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 200.960000
DEBUG : Solved after 200.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 700.600000
DEBUG : Solved after 700.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 88.160000
DEBUG : Solved after 88.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 208.320000
DEBUG : Solved after 208.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 61.920000
DEBUG : Solved after 61.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1352.000000
DEBUG : Solved after 1352.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1116.600000
DEBUG : Solved after 1116.600000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9729.000000
DEBUG : Solved after 9729.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 288.800000
DEBUG : Solved after 288.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 137.320000
DEBUG : Solved after 137.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4051.880000
DEBUG : Solved after 4051.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 106.800000
DEBUG : Solved after 106.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 1.280000
DEBUG : Solved after 1.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 103.720000
DEBUG : Solved after 103.720000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 169.200000
DEBUG : Solved after 169.200000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 187.920000
DEBUG : Solved after 187.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 1.960000
DEBUG : Solved after 1.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 124.880000
DEBUG : Solved after 124.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 104.400000
DEBUG : Solved after 104.400000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4153.520000
DEBUG : Solved after 4153.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 336.160000
DEBUG : Solved after 336.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 22.320000
DEBUG : Solved after 22.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 33.560000
DEBUG : Solved after 33.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18324.160000
DEBUG : Solved after 18324.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 28.040000
DEBUG : Solved after 28.040000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 63.280000
DEBUG : Solved after 63.280000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 94.240000
DEBUG : Solved after 94.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 42.960000
DEBUG : Solved after 42.960000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3100.560000
DEBUG : Solved after 3100.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1648.560000
DEBUG : Solved after 1648.560000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 37.320000
DEBUG : Solved after 37.320000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 135.240000
DEBUG : Solved after 135.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28824.000000
DEBUG : Timeout after 28800.000000 (< 28824.000000)
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 46.120000
DEBUG : Solved after 46.120000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 995.920000
DEBUG : Solved after 995.920000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 421.640000
DEBUG : Solved after 421.640000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1210.160000
DEBUG : Solved after 1210.160000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 28.080000
DEBUG : Solved after 28.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_7', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 696.800000
DEBUG : Solved after 696.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1243.5559
DEBUG : PAR10: 4524.5686
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1243.5559
INFO : PAR10: 4524.5686
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1243.8597
INFO : Feature time: 18.8354
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.41
DEBUG : algorithm_8: 0.18
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.04
DEBUG : algorithm_5: 0.03
INFO :
feature_steps: ['step_3', 'step_7']
min_par10: 5631.4730801687765
total_timeouts: 4
total_solved: 233
total_solver_times: 297955.12000000005
total_feature_times: 4324.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6', 'step_1'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 140.080000
DEBUG : Solved after 140.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 41.720000
DEBUG : Solved after 41.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 84.360000
DEBUG : Solved after 84.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1720.200000
DEBUG : Solved after 1720.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 192.160000
DEBUG : Solved after 192.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 93.040000
DEBUG : Solved after 93.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 938.240000
DEBUG : Solved after 938.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 36.040000
DEBUG : Solved after 36.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1839.920000
DEBUG : Solved after 1839.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2564.600000
DEBUG : Solved after 2564.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_5', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 463.600000
DEBUG : Used time (so far): 507.600000
DEBUG : Solved after 507.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 86.520000
DEBUG : Solved after 86.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 101.160000
DEBUG : Solved after 101.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 58.080000
DEBUG : Solved after 58.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 326.640000
DEBUG : Solved after 326.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 58.040000
DEBUG : Solved after 58.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 73.960000
DEBUG : Solved after 73.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 87.120000
DEBUG : Solved after 87.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 358.080000
DEBUG : Solved after 358.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 85.760000
DEBUG : Solved after 85.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 507.160000
DEBUG : Solved after 507.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1154.880000
DEBUG : Solved after 1154.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9091.120000
DEBUG : Solved after 9091.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 99.520000
DEBUG : Solved after 99.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 65.400000
DEBUG : Solved after 65.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 43.920000
DEBUG : Solved after 43.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 171.840000
DEBUG : Solved after 171.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 322.960000
DEBUG : Solved after 322.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4886.160000
DEBUG : Solved after 4886.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 104.520000
DEBUG : Solved after 104.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3910.080000
DEBUG : Solved after 3910.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.280000
DEBUG : Used time (so far): 29.280000
DEBUG : Solved after 29.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1101.480000
DEBUG : Solved after 1101.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 55.760000
DEBUG : Solved after 55.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6335.760000
DEBUG : Solved after 6335.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1276.080000
DEBUG : Solved after 1276.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 145.600000
DEBUG : Solved after 145.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 533.280000
DEBUG : Solved after 533.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 332.280000
DEBUG : Used time (so far): 380.280000
DEBUG : Solved after 380.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1787.120000
DEBUG : Solved after 1787.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 88.360000
DEBUG : Solved after 88.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 224.760000
DEBUG : Solved after 224.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 76.840000
DEBUG : Solved after 76.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 258.040000
DEBUG : Solved after 258.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 111.200000
DEBUG : Solved after 111.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 98.600000
DEBUG : Solved after 98.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 61.320000
DEBUG : Solved after 61.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 70.880000
DEBUG : Used time (so far): 114.880000
DEBUG : Solved after 114.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 47.640000
DEBUG : Solved after 47.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_5', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 224.920000
DEBUG : Used time (so far): 268.920000
DEBUG : Solved after 268.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 157.440000
DEBUG : Solved after 157.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 372.640000
DEBUG : Solved after 372.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 644.2010
DEBUG : PAR10: 644.2010
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 644.2010
INFO : PAR10: 644.2010
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 644.2010
INFO : Feature time: 35.2911
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.09
DEBUG : algorithm_3: 0.29
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.18
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.16
DEBUG : algorithm_5: 0.03
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2335.840000
DEBUG : Solved after 2335.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21919.040000
DEBUG : Solved after 21919.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 39.480000
DEBUG : Solved after 39.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_6', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 104.600000
DEBUG : Solved after 104.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 9.240000
DEBUG : Solved after 9.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 343.520000
DEBUG : Solved after 343.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27602.120000
DEBUG : Solved after 27602.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 90.960000
DEBUG : Solved after 90.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 34.560000
DEBUG : Solved after 34.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 79.040000
DEBUG : Solved after 79.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 43.960000
DEBUG : Solved after 43.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 255.320000
DEBUG : Solved after 255.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 124.960000
DEBUG : Solved after 124.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1894.240000
DEBUG : Solved after 1894.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 84.320000
DEBUG : Solved after 84.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 202.560000
DEBUG : Solved after 202.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 330.040000
DEBUG : Solved after 330.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 353.800000
DEBUG : Solved after 353.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3726.240000
DEBUG : Solved after 3726.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 341.840000
DEBUG : Solved after 341.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 455.240000
DEBUG : Used time (so far): 503.240000
DEBUG : Solved after 503.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 70.640000
DEBUG : Solved after 70.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 207.160000
DEBUG : Solved after 207.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 153.320000
DEBUG : Solved after 153.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 428.000000
DEBUG : Solved after 428.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 50.800000
DEBUG : Solved after 50.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 52.160000
DEBUG : Solved after 52.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 48.920000
DEBUG : Solved after 48.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 228.160000
DEBUG : Solved after 228.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 560.400000
DEBUG : Solved after 560.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 200.520000
DEBUG : Solved after 200.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 91.120000
DEBUG : Used time (so far): 135.120000
DEBUG : Solved after 135.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 304.840000
DEBUG : Used time (so far): 348.840000
DEBUG : Solved after 348.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 115.280000
DEBUG : Solved after 115.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 71.840000
DEBUG : Solved after 71.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1224.240000
DEBUG : Solved after 1224.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 41.040000
DEBUG : Solved after 41.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 221.320000
DEBUG : Used time (so far): 269.320000
DEBUG : Solved after 269.320000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1944.6496
DEBUG : PAR10: 8506.6749
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1944.6496
INFO : PAR10: 8506.6749
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1945.7635
INFO : Feature time: 33.8228
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_3: 0.34
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_8: 0.18
DEBUG : algorithm_1: 0.01
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 58.200000
DEBUG : Solved after 58.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 62.480000
DEBUG : Solved after 62.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 128.960000
DEBUG : Solved after 128.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 419.960000
DEBUG : Solved after 419.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13754.120000
DEBUG : Solved after 13754.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 196.360000
DEBUG : Solved after 196.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 74.280000
DEBUG : Solved after 74.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 58.480000
DEBUG : Solved after 58.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2472.960000
DEBUG : Used time (so far): 2516.960000
DEBUG : Solved after 2516.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 46.600000
DEBUG : Solved after 46.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 18.240000
DEBUG : Solved after 18.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 66.440000
DEBUG : Solved after 66.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 143.920000
DEBUG : Solved after 143.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 220.960000
DEBUG : Solved after 220.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 108.160000
DEBUG : Solved after 108.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 228.320000
DEBUG : Solved after 228.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 81.920000
DEBUG : Solved after 81.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1136.600000
DEBUG : Solved after 1136.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9749.000000
DEBUG : Solved after 9749.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 300.800000
DEBUG : Solved after 300.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 126.800000
DEBUG : Solved after 126.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 143.720000
DEBUG : Solved after 143.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 209.200000
DEBUG : Solved after 209.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 227.920000
DEBUG : Solved after 227.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 144.880000
DEBUG : Solved after 144.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 199.400000
DEBUG : Solved after 199.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4173.520000
DEBUG : Solved after 4173.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 37.560000
DEBUG : Solved after 37.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28848.000000
DEBUG : Timeout after 28800.000000 (< 28848.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 48.040000
DEBUG : Solved after 48.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 83.280000
DEBUG : Solved after 83.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 114.240000
DEBUG : Solved after 114.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 62.960000
DEBUG : Solved after 62.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1672.560000
DEBUG : Solved after 1672.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 57.320000
DEBUG : Solved after 57.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 142.440000
DEBUG : Solved after 142.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28848.000000
DEBUG : Timeout after 28800.000000 (< 28848.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 66.120000
DEBUG : Solved after 66.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1015.920000
DEBUG : Solved after 1015.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 275.480000
DEBUG : Solved after 275.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 48.080000
DEBUG : Solved after 48.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_1', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 716.800000
DEBUG : Solved after 716.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1398.0380
DEBUG : PAR10: 7960.0633
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1398.0380
INFO : PAR10: 7960.0633
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1399.2532
INFO : Feature time: 33.8734
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.35
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
DEBUG : algorithm_5: 0.03
INFO :
feature_steps: ['step_3', 'step_6', 'step_1']
min_par10: 5703.646413502111
total_timeouts: 4
total_solved: 233
total_solver_times: 315148.2
total_feature_times: 8136.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6', 'step_2'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 140.080000
DEBUG : Solved after 140.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 41.720000
DEBUG : Solved after 41.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 84.360000
DEBUG : Solved after 84.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1720.200000
DEBUG : Solved after 1720.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 192.160000
DEBUG : Solved after 192.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 93.040000
DEBUG : Solved after 93.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 938.240000
DEBUG : Solved after 938.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 36.040000
DEBUG : Solved after 36.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9320.080000
DEBUG : Used time (so far): 9368.080000
DEBUG : Solved after 9368.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2564.600000
DEBUG : Solved after 2564.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 658.840000
DEBUG : Solved after 658.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 86.520000
DEBUG : Solved after 86.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 101.160000
DEBUG : Solved after 101.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 58.080000
DEBUG : Solved after 58.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 326.640000
DEBUG : Solved after 326.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 58.040000
DEBUG : Solved after 58.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 73.960000
DEBUG : Solved after 73.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 87.120000
DEBUG : Solved after 87.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 358.080000
DEBUG : Solved after 358.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 85.760000
DEBUG : Solved after 85.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 507.160000
DEBUG : Solved after 507.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1154.880000
DEBUG : Solved after 1154.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 2090.480000
DEBUG : Used time (so far): 2158.480000
DEBUG : Solved after 2158.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 99.520000
DEBUG : Solved after 99.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 65.400000
DEBUG : Solved after 65.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 43.920000
DEBUG : Solved after 43.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 171.840000
DEBUG : Solved after 171.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 322.960000
DEBUG : Solved after 322.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4886.160000
DEBUG : Solved after 4886.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 104.520000
DEBUG : Solved after 104.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3910.080000
DEBUG : Solved after 3910.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 27.600000
DEBUG : Solved after 27.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1101.480000
DEBUG : Solved after 1101.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 55.760000
DEBUG : Solved after 55.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6335.760000
DEBUG : Solved after 6335.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1276.080000
DEBUG : Solved after 1276.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 145.600000
DEBUG : Solved after 145.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 533.280000
DEBUG : Solved after 533.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 131.320000
DEBUG : Solved after 131.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1199.720000
DEBUG : Solved after 1199.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 88.360000
DEBUG : Solved after 88.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 224.760000
DEBUG : Solved after 224.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 76.840000
DEBUG : Solved after 76.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 258.040000
DEBUG : Solved after 258.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 92.920000
DEBUG : Used time (so far): 136.920000
DEBUG : Solved after 136.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 98.600000
DEBUG : Solved after 98.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 65.160000
DEBUG : Solved after 65.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 89.880000
DEBUG : Solved after 89.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 47.640000
DEBUG : Solved after 47.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 182.400000
DEBUG : Solved after 182.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 68.840000
DEBUG : Used time (so far): 112.840000
DEBUG : Solved after 112.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 561.520000
DEBUG : Solved after 561.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 643.8344
DEBUG : PAR10: 643.8344
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 643.8344
INFO : PAR10: 643.8344
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 643.8344
INFO : Feature time: 35.2911
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.08
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.27
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1278.480000
DEBUG : Used time (so far): 1342.480000
DEBUG : Solved after 1342.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21919.040000
DEBUG : Solved after 21919.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 39.480000
DEBUG : Solved after 39.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_6', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 1.200000
DEBUG : Solved after 1.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 104.600000
DEBUG : Solved after 104.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.240000
DEBUG : Used time (so far): 9.240000
DEBUG : Solved after 9.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 343.520000
DEBUG : Solved after 343.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1227.440000
DEBUG : Used time (so far): 1271.440000
DEBUG : Solved after 1271.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 90.960000
DEBUG : Solved after 90.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 34.560000
DEBUG : Solved after 34.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.920000
DEBUG : Used time (so far): 65.920000
DEBUG : Solved after 65.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 43.960000
DEBUG : Solved after 43.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 255.320000
DEBUG : Solved after 255.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 124.960000
DEBUG : Solved after 124.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1894.240000
DEBUG : Solved after 1894.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 97.200000
DEBUG : Used time (so far): 141.200000
DEBUG : Solved after 141.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 202.560000
DEBUG : Solved after 202.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 330.040000
DEBUG : Solved after 330.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 353.800000
DEBUG : Solved after 353.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3726.240000
DEBUG : Solved after 3726.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 341.840000
DEBUG : Solved after 341.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 297.400000
DEBUG : Solved after 297.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 70.640000
DEBUG : Solved after 70.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 207.160000
DEBUG : Solved after 207.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 78.040000
DEBUG : Used time (so far): 122.040000
DEBUG : Solved after 122.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 428.000000
DEBUG : Solved after 428.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 50.800000
DEBUG : Solved after 50.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 52.160000
DEBUG : Solved after 52.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 16.920000
DEBUG : Used time (so far): 48.920000
DEBUG : Solved after 48.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 228.160000
DEBUG : Solved after 228.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 560.400000
DEBUG : Solved after 560.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 297.600000
DEBUG : Solved after 297.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 200.520000
DEBUG : Solved after 200.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 118.200000
DEBUG : Solved after 118.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 189.880000
DEBUG : Solved after 189.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 115.280000
DEBUG : Solved after 115.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 71.840000
DEBUG : Solved after 71.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1224.240000
DEBUG : Solved after 1224.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 41.040000
DEBUG : Solved after 41.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 521.720000
DEBUG : Solved after 521.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1597.2967
DEBUG : PAR10: 8159.3220
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1597.2967
INFO : PAR10: 8159.3220
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1598.4106
INFO : Feature time: 33.8228
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_3: 0.32
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_1: 0.01
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 58.200000
DEBUG : Solved after 58.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 62.480000
DEBUG : Solved after 62.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 128.960000
DEBUG : Solved after 128.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 419.960000
DEBUG : Solved after 419.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13710.120000
DEBUG : Used time (so far): 13754.120000
DEBUG : Solved after 13754.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 196.360000
DEBUG : Solved after 196.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 74.280000
DEBUG : Solved after 74.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 58.480000
DEBUG : Solved after 58.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1667.680000
DEBUG : Solved after 1667.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 46.600000
DEBUG : Solved after 46.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 18.240000
DEBUG : Solved after 18.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 66.440000
DEBUG : Solved after 66.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 301.000000
DEBUG : Solved after 301.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 220.960000
DEBUG : Solved after 220.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 108.160000
DEBUG : Solved after 108.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 228.320000
DEBUG : Solved after 228.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 81.920000
DEBUG : Solved after 81.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 1915.400000
DEBUG : Used time (so far): 1959.400000
DEBUG : Solved after 1959.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9749.000000
DEBUG : Solved after 9749.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 300.800000
DEBUG : Solved after 300.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 126.800000
DEBUG : Solved after 126.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 143.720000
DEBUG : Solved after 143.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 209.200000
DEBUG : Solved after 209.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 227.920000
DEBUG : Solved after 227.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 144.880000
DEBUG : Solved after 144.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 199.400000
DEBUG : Solved after 199.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4173.520000
DEBUG : Solved after 4173.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 37.560000
DEBUG : Solved after 37.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18348.160000
DEBUG : Solved after 18348.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 48.040000
DEBUG : Solved after 48.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 336.160000
DEBUG : Used time (so far): 380.160000
DEBUG : Solved after 380.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 114.240000
DEBUG : Solved after 114.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 62.960000
DEBUG : Solved after 62.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1672.560000
DEBUG : Solved after 1672.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 57.320000
DEBUG : Solved after 57.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 142.440000
DEBUG : Solved after 142.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28848.000000
DEBUG : Timeout after 28800.000000 (< 28848.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 28.840000
DEBUG : Solved after 28.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 66.120000
DEBUG : Solved after 66.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1015.920000
DEBUG : Solved after 1015.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 275.480000
DEBUG : Solved after 275.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 48.080000
DEBUG : Solved after 48.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_2', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 716.800000
DEBUG : Solved after 716.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1271.1473
DEBUG : PAR10: 4552.1600
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1271.1473
INFO : PAR10: 4552.1600
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1271.7549
INFO : Feature time: 33.8734
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.38
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.05
DEBUG : algorithm_5: 0.01
INFO :
feature_steps: ['step_3', 'step_6', 'step_2']
min_par10: 4451.772151898735
total_timeouts: 3
total_solved: 234
total_solver_times: 277606.0
total_feature_times: 8136.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6', 'step_4'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 148.080000
DEBUG : Solved after 148.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.640000
DEBUG : Used time (so far): 32.640000
DEBUG : Solved after 32.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 96.360000
DEBUG : Solved after 96.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4936.640000
DEBUG : Solved after 4936.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_5', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1615.880000
DEBUG : Used time (so far): 1679.880000
DEBUG : Solved after 1679.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 132.520000
DEBUG : Used time (so far): 196.520000
DEBUG : Solved after 196.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 253.200000
DEBUG : Used time (so far): 289.200000
DEBUG : Solved after 289.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 950.240000
DEBUG : Solved after 950.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 153.600000
DEBUG : Solved after 153.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 31.120000
DEBUG : Solved after 31.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 33.240000
DEBUG : Solved after 33.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 48.440000
DEBUG : Solved after 48.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 40.040000
DEBUG : Solved after 40.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 23.360000
DEBUG : Solved after 23.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 25.160000
DEBUG : Solved after 25.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1859.920000
DEBUG : Solved after 1859.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 191.920000
DEBUG : Solved after 191.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2584.600000
DEBUG : Solved after 2584.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 674.840000
DEBUG : Solved after 674.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 98.520000
DEBUG : Solved after 98.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 113.160000
DEBUG : Solved after 113.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 62.080000
DEBUG : Solved after 62.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 342.640000
DEBUG : Solved after 342.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 7.040000
DEBUG : Solved after 7.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1153.720000
DEBUG : Solved after 1153.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 24.160000
DEBUG : Solved after 24.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 24.840000
DEBUG : Solved after 24.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 4.840000
DEBUG : Solved after 4.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 8.320000
DEBUG : Solved after 8.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 141.320000
DEBUG : Solved after 141.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 70.040000
DEBUG : Solved after 70.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 81.960000
DEBUG : Solved after 81.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 95.120000
DEBUG : Solved after 95.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 80.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 374.080000
DEBUG : Solved after 374.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 101.760000
DEBUG : Solved after 101.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 527.160000
DEBUG : Solved after 527.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1166.880000
DEBUG : Solved after 1166.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 72.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 2090.480000
DEBUG : Used time (so far): 2162.480000
DEBUG : Solved after 2162.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 103.520000
DEBUG : Solved after 103.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 73.400000
DEBUG : Solved after 73.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 813.680000
DEBUG : Solved after 813.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 16.160000
DEBUG : Solved after 16.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 41.920000
DEBUG : Solved after 41.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 42.920000
DEBUG : Solved after 42.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 47.920000
DEBUG : Solved after 47.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 183.840000
DEBUG : Solved after 183.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 338.960000
DEBUG : Solved after 338.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4898.160000
DEBUG : Solved after 4898.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 112.520000
DEBUG : Solved after 112.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3922.080000
DEBUG : Solved after 3922.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.280000
DEBUG : Used time (so far): 37.280000
DEBUG : Solved after 37.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1117.480000
DEBUG : Solved after 1117.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 59.760000
DEBUG : Solved after 59.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6343.760000
DEBUG : Solved after 6343.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1296.080000
DEBUG : Solved after 1296.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 157.600000
DEBUG : Solved after 157.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 553.280000
DEBUG : Solved after 553.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 332.280000
DEBUG : Used time (so far): 384.280000
DEBUG : Solved after 384.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1743.120000
DEBUG : Used time (so far): 1807.120000
DEBUG : Solved after 1807.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 96.360000
DEBUG : Solved after 96.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 236.760000
DEBUG : Solved after 236.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 88.840000
DEBUG : Solved after 88.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 274.040000
DEBUG : Solved after 274.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 33.240000
DEBUG : Solved after 33.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 33.280000
DEBUG : Solved after 33.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 23.480000
DEBUG : Solved after 23.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_5', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 171.480000
DEBUG : Used time (so far): 231.480000
DEBUG : Solved after 231.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 102.600000
DEBUG : Solved after 102.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 69.160000
DEBUG : Solved after 69.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 132.280000
DEBUG : Used time (so far): 180.280000
DEBUG : Solved after 180.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 55.640000
DEBUG : Solved after 55.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 202.400000
DEBUG : Solved after 202.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 169.440000
DEBUG : Solved after 169.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 388.640000
DEBUG : Solved after 388.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 571.4506
DEBUG : PAR10: 571.4506
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 571.4506
INFO : PAR10: 571.4506
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 571.4506
INFO : Feature time: 46.0253
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.06
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_3: 0.27
DEBUG : algorithm_5: 0.03
DEBUG : algorithm_4: 0.19
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 80.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2351.840000
DEBUG : Solved after 2351.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 43.480000
DEBUG : Solved after 43.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21939.040000
DEBUG : Solved after 21939.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 59.480000
DEBUG : Solved after 59.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 55.280000
DEBUG : Solved after 55.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_6', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 38.680000
DEBUG : Solved after 38.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 5.200000
DEBUG : Solved after 5.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 112.600000
DEBUG : Solved after 112.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2604.920000
DEBUG : Solved after 2604.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 355.520000
DEBUG : Solved after 355.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 27558.120000
DEBUG : Used time (so far): 27614.120000
DEBUG : Solved after 27614.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 24.960000
DEBUG : Solved after 24.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 24.880000
DEBUG : Solved after 24.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 29.120000
DEBUG : Solved after 29.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 72.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 98.960000
DEBUG : Solved after 98.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 46.560000
DEBUG : Solved after 46.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 4.320000
DEBUG : Solved after 4.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 95.040000
DEBUG : Solved after 95.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 180.280000
DEBUG : Solved after 180.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 5.640000
DEBUG : Solved after 5.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 47.960000
DEBUG : Solved after 47.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 49.200000
DEBUG : Solved after 49.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 267.320000
DEBUG : Solved after 267.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 132.960000
DEBUG : Solved after 132.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28864.000000
DEBUG : Timeout after 28800.000000 (< 28864.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 868.320000
DEBUG : Used time (so far): 936.320000
DEBUG : Solved after 936.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 92.320000
DEBUG : Solved after 92.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 4.200000
DEBUG : Solved after 4.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 53.040000
DEBUG : Solved after 53.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 76.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 214.560000
DEBUG : Solved after 214.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 76.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 342.040000
DEBUG : Solved after 342.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 45.960000
DEBUG : Solved after 45.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 25.760000
DEBUG : Solved after 25.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12798.800000
DEBUG : Solved after 12798.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 365.800000
DEBUG : Solved after 365.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3746.240000
DEBUG : Solved after 3746.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 353.840000
DEBUG : Solved after 353.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 249.400000
DEBUG : Used time (so far): 309.400000
DEBUG : Solved after 309.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 45.920000
DEBUG : Solved after 45.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 78.640000
DEBUG : Solved after 78.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 215.160000
DEBUG : Solved after 215.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28860.000000
DEBUG : Timeout after 28800.000000 (< 28860.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 233.320000
DEBUG : Solved after 233.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 378.400000
DEBUG : Solved after 378.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 436.000000
DEBUG : Solved after 436.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 58.800000
DEBUG : Solved after 58.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 68.160000
DEBUG : Solved after 68.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 672.160000
DEBUG : Solved after 672.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 46.880000
DEBUG : Solved after 46.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 232.160000
DEBUG : Solved after 232.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 576.400000
DEBUG : Solved after 576.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 32.720000
DEBUG : Solved after 32.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 212.520000
DEBUG : Solved after 212.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 30.480000
DEBUG : Solved after 30.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13235.280000
DEBUG : Solved after 13235.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 122.200000
DEBUG : Solved after 122.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 193.880000
DEBUG : Solved after 193.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 119.280000
DEBUG : Solved after 119.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 75.840000
DEBUG : Solved after 75.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1240.240000
DEBUG : Solved after 1240.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 99.120000
DEBUG : Solved after 99.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 489.560000
DEBUG : Solved after 489.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 351.880000
DEBUG : Used time (so far): 419.880000
DEBUG : Solved after 419.880000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1934.1043
DEBUG : PAR10: 8496.1296
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1934.1043
INFO : PAR10: 8496.1296
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1935.6739
INFO : Feature time: 42.5823
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_3: 0.30
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_4: 0.08
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.03
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 62.200000
DEBUG : Solved after 62.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 66.480000
DEBUG : Solved after 66.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 136.960000
DEBUG : Solved after 136.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 431.960000
DEBUG : Solved after 431.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16204.400000
DEBUG : Solved after 16204.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 204.360000
DEBUG : Solved after 204.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 86.280000
DEBUG : Solved after 86.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 52.360000
DEBUG : Solved after 52.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 66.480000
DEBUG : Solved after 66.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 16.320000
DEBUG : Solved after 16.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 37.200000
DEBUG : Solved after 37.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 40.440000
DEBUG : Solved after 40.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 24.800000
DEBUG : Solved after 24.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 25.000000
DEBUG : Solved after 25.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 155.880000
DEBUG : Solved after 155.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 212.840000
DEBUG : Solved after 212.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1687.680000
DEBUG : Solved after 1687.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 54.600000
DEBUG : Solved after 54.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 22.240000
DEBUG : Solved after 22.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2062.600000
DEBUG : Solved after 2062.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 74.440000
DEBUG : Solved after 74.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 257.000000
DEBUG : Used time (so far): 309.000000
DEBUG : Solved after 309.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 705.000000
DEBUG : Used time (so far): 761.000000
DEBUG : Solved after 761.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 740.600000
DEBUG : Solved after 740.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 116.160000
DEBUG : Solved after 116.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 236.320000
DEBUG : Solved after 236.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 97.920000
DEBUG : Solved after 97.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1392.000000
DEBUG : Solved after 1392.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1156.600000
DEBUG : Solved after 1156.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9769.000000
DEBUG : Solved after 9769.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 10.000000
DEBUG : Solved after 10.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 308.800000
DEBUG : Solved after 308.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 38.480000
DEBUG : Solved after 38.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 173.320000
DEBUG : Solved after 173.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4091.880000
DEBUG : Solved after 4091.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 142.800000
DEBUG : Solved after 142.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 16.760000
DEBUG : Solved after 16.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 16.480000
DEBUG : Solved after 16.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 32.800000
DEBUG : Solved after 32.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 76.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 155.720000
DEBUG : Solved after 155.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 76.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 221.200000
DEBUG : Solved after 221.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 76.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 239.920000
DEBUG : Solved after 239.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 29.960000
DEBUG : Solved after 29.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 156.880000
DEBUG : Solved after 156.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 42.880000
DEBUG : Solved after 42.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 155.400000
DEBUG : Used time (so far): 211.400000
DEBUG : Solved after 211.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4189.520000
DEBUG : Solved after 4189.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 376.160000
DEBUG : Solved after 376.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 30.320000
DEBUG : Solved after 30.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 45.560000
DEBUG : Solved after 45.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18368.160000
DEBUG : Solved after 18368.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 52.040000
DEBUG : Solved after 52.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 87.280000
DEBUG : Solved after 87.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 126.240000
DEBUG : Solved after 126.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 66.960000
DEBUG : Solved after 66.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 3906.640000
DEBUG : Used time (so far): 3970.640000
DEBUG : Solved after 3970.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1688.560000
DEBUG : Solved after 1688.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 61.320000
DEBUG : Solved after 61.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 30.520000
DEBUG : Solved after 30.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 167.240000
DEBUG : Solved after 167.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28864.000000
DEBUG : Timeout after 28800.000000 (< 28864.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.520000
DEBUG : Used time (so far): 38.520000
DEBUG : Solved after 38.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 46.240000
DEBUG : Solved after 46.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 74.120000
DEBUG : Solved after 74.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1035.920000
DEBUG : Solved after 1035.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 457.640000
DEBUG : Solved after 457.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1250.160000
DEBUG : Solved after 1250.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 52.080000
DEBUG : Solved after 52.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 25.080000
DEBUG : Solved after 25.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_4', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 736.800000
DEBUG : Solved after 736.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1317.8987
DEBUG : PAR10: 4598.9114
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1317.8987
INFO : PAR10: 4598.9114
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1318.7089
INFO : Feature time: 44.7595
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.16
DEBUG : algorithm_7: 0.14
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.06
INFO :
feature_steps: ['step_3', 'step_6', 'step_4']
min_par10: 4555.497215189873
total_timeouts: 3
total_solved: 234
total_solver_times: 302240.8400000001
total_feature_times: 10536.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6', 'step_5'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 120.320000
DEBUG : Used time (so far): 184.320000
DEBUG : Solved after 184.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.640000
DEBUG : Used time (so far): 48.640000
DEBUG : Solved after 48.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 104.360000
DEBUG : Solved after 104.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4936.640000
DEBUG : Solved after 4936.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1676.200000
DEBUG : Used time (so far): 1740.200000
DEBUG : Solved after 1740.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 212.160000
DEBUG : Solved after 212.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 52.480000
DEBUG : Used time (so far): 100.480000
DEBUG : Solved after 100.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 958.240000
DEBUG : Solved after 958.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 153.600000
DEBUG : Solved after 153.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 43.120000
DEBUG : Solved after 43.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 45.240000
DEBUG : Solved after 45.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 48.440000
DEBUG : Solved after 48.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 56.040000
DEBUG : Solved after 56.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 39.360000
DEBUG : Solved after 39.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1859.920000
DEBUG : Solved after 1859.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 191.920000
DEBUG : Solved after 191.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2584.600000
DEBUG : Solved after 2584.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 26.160000
DEBUG : Solved after 26.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 614.840000
DEBUG : Used time (so far): 678.840000
DEBUG : Solved after 678.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 106.520000
DEBUG : Solved after 106.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 125.160000
DEBUG : Solved after 125.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 78.080000
DEBUG : Solved after 78.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 346.640000
DEBUG : Solved after 346.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 23.040000
DEBUG : Solved after 23.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1153.720000
DEBUG : Solved after 1153.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 24.320000
DEBUG : Solved after 24.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 82.040000
DEBUG : Solved after 82.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 93.960000
DEBUG : Solved after 93.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 107.120000
DEBUG : Solved after 107.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 378.080000
DEBUG : Solved after 378.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 105.760000
DEBUG : Solved after 105.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 527.160000
DEBUG : Solved after 527.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1174.880000
DEBUG : Solved after 1174.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 88.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9111.120000
DEBUG : Solved after 9111.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 20.240000
DEBUG : Solved after 20.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 59.520000
DEBUG : Used time (so far): 119.520000
DEBUG : Solved after 119.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 85.400000
DEBUG : Solved after 85.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 813.680000
DEBUG : Solved after 813.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 32.160000
DEBUG : Solved after 32.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 41.920000
DEBUG : Solved after 41.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 42.920000
DEBUG : Solved after 42.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 63.920000
DEBUG : Solved after 63.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 191.840000
DEBUG : Solved after 191.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 342.960000
DEBUG : Solved after 342.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4906.160000
DEBUG : Solved after 4906.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 124.520000
DEBUG : Solved after 124.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28864.000000
DEBUG : Timeout after 28800.000000 (< 28864.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 47.600000
DEBUG : Solved after 47.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1121.480000
DEBUG : Solved after 1121.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 75.760000
DEBUG : Solved after 75.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6355.760000
DEBUG : Solved after 6355.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1300.080000
DEBUG : Solved after 1300.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 165.600000
DEBUG : Solved after 165.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 557.280000
DEBUG : Solved after 557.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 151.320000
DEBUG : Solved after 151.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 605.560000
DEBUG : Used time (so far): 669.560000
DEBUG : Solved after 669.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 108.360000
DEBUG : Solved after 108.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 248.760000
DEBUG : Solved after 248.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 96.840000
DEBUG : Solved after 96.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 278.040000
DEBUG : Solved after 278.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 45.240000
DEBUG : Solved after 45.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 45.280000
DEBUG : Solved after 45.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 39.480000
DEBUG : Solved after 39.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 92.920000
DEBUG : Used time (so far): 156.920000
DEBUG : Solved after 156.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 118.600000
DEBUG : Solved after 118.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 17.320000
DEBUG : Used time (so far): 81.320000
DEBUG : Solved after 81.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 109.880000
DEBUG : Solved after 109.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 67.640000
DEBUG : Solved after 67.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 162.320000
DEBUG : Used time (so far): 226.320000
DEBUG : Solved after 226.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 177.440000
DEBUG : Solved after 177.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 517.520000
DEBUG : Used time (so far): 581.520000
DEBUG : Solved after 581.520000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 964.0815
DEBUG : PAR10: 4245.0942
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 964.0815
INFO : PAR10: 4245.0942
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 964.8916
INFO : Feature time: 54.4304
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_8: 0.24
DEBUG : algorithm_7: 0.18
DEBUG : algorithm_1: 0.08
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_2: 0.11
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_6: 0.01
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1278.480000
DEBUG : Used time (so far): 1362.480000
DEBUG : Solved after 1362.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 24.160000
DEBUG : Solved after 24.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 55.480000
DEBUG : Solved after 55.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 24.400000
DEBUG : Solved after 24.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21939.040000
DEBUG : Solved after 21939.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 59.480000
DEBUG : Solved after 59.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 67.280000
DEBUG : Solved after 67.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_6', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 46.680000
DEBUG : Solved after 46.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 59.280000
DEBUG : Solved after 59.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 21.200000
DEBUG : Solved after 21.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 124.600000
DEBUG : Solved after 124.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2604.920000
DEBUG : Solved after 2604.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 28.160000
DEBUG : Solved after 28.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 363.520000
DEBUG : Solved after 363.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1227.440000
DEBUG : Used time (so far): 1291.440000
DEBUG : Solved after 1291.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 90.960000
DEBUG : Solved after 90.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 54.560000
DEBUG : Solved after 54.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 20.320000
DEBUG : Solved after 20.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 99.040000
DEBUG : Solved after 99.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 184.280000
DEBUG : Solved after 184.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 17.440000
DEBUG : Solved after 17.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 17.640000
DEBUG : Solved after 17.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 7.960000
DEBUG : Used time (so far): 63.960000
DEBUG : Solved after 63.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 65.200000
DEBUG : Solved after 65.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 275.320000
DEBUG : Solved after 275.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 144.960000
DEBUG : Solved after 144.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28864.000000
DEBUG : Timeout after 28800.000000 (< 28864.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1914.240000
DEBUG : Solved after 1914.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 104.320000
DEBUG : Solved after 104.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 222.560000
DEBUG : Solved after 222.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 350.040000
DEBUG : Solved after 350.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 41.760000
DEBUG : Solved after 41.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12798.800000
DEBUG : Solved after 12798.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 373.800000
DEBUG : Solved after 373.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3746.240000
DEBUG : Solved after 3746.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 361.840000
DEBUG : Solved after 361.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 455.240000
DEBUG : Used time (so far): 523.240000
DEBUG : Solved after 523.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 57.920000
DEBUG : Solved after 57.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 90.640000
DEBUG : Solved after 90.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 227.160000
DEBUG : Solved after 227.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28864.000000
DEBUG : Timeout after 28800.000000 (< 28864.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 241.320000
DEBUG : Solved after 241.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 378.400000
DEBUG : Solved after 378.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 173.320000
DEBUG : Solved after 173.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 448.000000
DEBUG : Solved after 448.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 70.800000
DEBUG : Solved after 70.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 72.160000
DEBUG : Solved after 72.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 672.160000
DEBUG : Solved after 672.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 58.880000
DEBUG : Solved after 58.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 248.160000
DEBUG : Solved after 248.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 580.400000
DEBUG : Solved after 580.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 273.600000
DEBUG : Used time (so far): 317.600000
DEBUG : Solved after 317.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 220.520000
DEBUG : Solved after 220.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 46.480000
DEBUG : Solved after 46.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13235.280000
DEBUG : Solved after 13235.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 74.200000
DEBUG : Used time (so far): 138.200000
DEBUG : Solved after 138.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 61.520000
DEBUG : Used time (so far): 125.520000
DEBUG : Solved after 125.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 135.280000
DEBUG : Solved after 135.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 91.840000
DEBUG : Solved after 91.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1244.240000
DEBUG : Solved after 1244.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 53.040000
DEBUG : Solved after 53.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 111.120000
DEBUG : Solved after 111.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 489.560000
DEBUG : Solved after 489.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 72.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 545.720000
DEBUG : Solved after 545.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1614.6876
DEBUG : PAR10: 8176.7129
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1614.6876
INFO : PAR10: 8176.7129
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1616.3078
INFO : Feature time: 50.4810
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_4: 0.09
DEBUG : algorithm_3: 0.32
DEBUG : algorithm_7: 0.16
DEBUG : algorithm_6: 0.04
DEBUG : algorithm_2: 0.15
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_1: 0.03
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 44.640000
DEBUG : Solved after 44.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 78.200000
DEBUG : Solved after 78.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 82.480000
DEBUG : Solved after 82.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 152.960000
DEBUG : Solved after 152.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 439.960000
DEBUG : Solved after 439.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16204.400000
DEBUG : Solved after 16204.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 216.360000
DEBUG : Solved after 216.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 20.440000
DEBUG : Solved after 20.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 94.280000
DEBUG : Solved after 94.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 25.920000
DEBUG : Solved after 25.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 52.360000
DEBUG : Solved after 52.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 78.480000
DEBUG : Solved after 78.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 36.320000
DEBUG : Solved after 36.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 49.200000
DEBUG : Solved after 49.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 48.440000
DEBUG : Solved after 48.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 155.880000
DEBUG : Solved after 155.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 212.840000
DEBUG : Solved after 212.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1687.680000
DEBUG : Solved after 1687.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 52.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 66.600000
DEBUG : Solved after 66.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 38.240000
DEBUG : Solved after 38.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2062.600000
DEBUG : Solved after 2062.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 86.440000
DEBUG : Solved after 86.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 163.920000
DEBUG : Solved after 163.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 240.960000
DEBUG : Solved after 240.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 740.600000
DEBUG : Solved after 740.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 128.160000
DEBUG : Solved after 128.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 248.320000
DEBUG : Solved after 248.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 101.920000
DEBUG : Solved after 101.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1392.000000
DEBUG : Solved after 1392.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1156.600000
DEBUG : Solved after 1156.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9773.000000
DEBUG : Solved after 9773.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 22.000000
DEBUG : Solved after 22.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 45.880000
DEBUG : Solved after 45.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 320.800000
DEBUG : Solved after 320.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 54.480000
DEBUG : Solved after 54.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 177.320000
DEBUG : Solved after 177.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4091.880000
DEBUG : Solved after 4091.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 146.800000
DEBUG : Solved after 146.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 28.760000
DEBUG : Solved after 28.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 32.480000
DEBUG : Solved after 32.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 48.800000
DEBUG : Solved after 48.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 163.720000
DEBUG : Solved after 163.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 229.200000
DEBUG : Solved after 229.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 84.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 247.920000
DEBUG : Solved after 247.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 41.960000
DEBUG : Solved after 41.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 582.040000
DEBUG : Used time (so far): 646.040000
DEBUG : Solved after 646.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 50.880000
DEBUG : Solved after 50.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 144.400000
DEBUG : Solved after 144.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6405.560000
DEBUG : Used time (so far): 6469.560000
DEBUG : Solved after 6469.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 376.160000
DEBUG : Solved after 376.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 46.320000
DEBUG : Solved after 46.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 57.560000
DEBUG : Solved after 57.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 72.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18372.160000
DEBUG : Solved after 18372.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 68.040000
DEBUG : Solved after 68.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 103.280000
DEBUG : Solved after 103.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 134.240000
DEBUG : Solved after 134.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 82.960000
DEBUG : Solved after 82.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3140.560000
DEBUG : Solved after 3140.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1692.560000
DEBUG : Solved after 1692.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 77.320000
DEBUG : Solved after 77.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 46.520000
DEBUG : Solved after 46.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 111.240000
DEBUG : Used time (so far): 175.240000
DEBUG : Solved after 175.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28868.000000
DEBUG : Timeout after 28800.000000 (< 28868.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.840000
DEBUG : Used time (so far): 48.840000
DEBUG : Solved after 48.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 46.240000
DEBUG : Solved after 46.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 56.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 86.120000
DEBUG : Solved after 86.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1035.920000
DEBUG : Solved after 1035.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_8', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 231.480000
DEBUG : Used time (so far): 299.480000
DEBUG : Solved after 299.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1250.160000
DEBUG : Solved after 1250.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 60.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 64.080000
DEBUG : Solved after 64.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 37.080000
DEBUG : Solved after 37.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_5', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 736.800000
DEBUG : Solved after 736.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1338.7995
DEBUG : PAR10: 4619.8122
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1338.7995
INFO : PAR10: 4619.8122
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1339.6603
INFO : Feature time: 53.0633
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.13
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.04
INFO :
feature_steps: ['step_3', 'step_6', 'step_5']
min_par10: 5680.539746835444
total_timeouts: 4
total_solved: 233
total_solver_times: 309747.92000000004
total_feature_times: 12480.0
INFO : [SFSS]: *** evaluating feature steps: ['step_3', 'step_6', 'step_7'] ***
INFO : [SFSS]: evaluating fold: 1
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_1010
DEBUG : Oracle performance: 96.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 96.080000
DEBUG : Used time (so far): 140.080000
DEBUG : Solved after 140.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1011
DEBUG : Oracle performance: 4.64
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 17.720000
DEBUG : Used time (so far): 41.720000
DEBUG : Solved after 41.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_1019
DEBUG : Oracle performance: 14.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 40.360000
DEBUG : Used time (so far): 84.360000
DEBUG : Solved after 84.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1020
DEBUG : Oracle performance: 4872.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4872.640000
DEBUG : Used time (so far): 4916.640000
DEBUG : Solved after 4916.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_5', 28800]] on instance_1024
DEBUG : Oracle performance: 1353.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1615.880000
DEBUG : Used time (so far): 1659.880000
DEBUG : Solved after 1659.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_103
DEBUG : Oracle performance: 132.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 144.160000
DEBUG : Used time (so far): 192.160000
DEBUG : Solved after 192.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_1052
DEBUG : Oracle performance: 16.76
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 65.040000
DEBUG : Used time (so far): 93.040000
DEBUG : Solved after 93.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_1055
DEBUG : Oracle performance: 175.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 890.240000
DEBUG : Used time (so far): 938.240000
DEBUG : Solved after 938.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1079
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.120000
DEBUG : Used time (so far): 20.120000
DEBUG : Solved after 20.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1095
DEBUG : Oracle performance: 89.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 89.600000
DEBUG : Used time (so far): 133.600000
DEBUG : Solved after 133.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1097
DEBUG : Oracle performance: 3.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.120000
DEBUG : Used time (so far): 23.120000
DEBUG : Solved after 23.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1118
DEBUG : Oracle performance: 5.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 5.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1126
DEBUG : Oracle performance: 4.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1127
DEBUG : Oracle performance: 8.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.040000
DEBUG : Used time (so far): 36.040000
DEBUG : Solved after 36.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1146
DEBUG : Oracle performance: 3.36
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.360000
DEBUG : Used time (so far): 15.360000
DEBUG : Solved after 15.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_6', 28800]] on instance_1173
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 1.160000
DEBUG : Used time (so far): 21.160000
DEBUG : Solved after 21.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_131
DEBUG : Oracle performance: 1791.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1791.920000
DEBUG : Used time (so far): 1839.920000
DEBUG : Solved after 1839.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_137
DEBUG : Oracle performance: 86.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 127.920000
DEBUG : Used time (so far): 171.920000
DEBUG : Solved after 171.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_139
DEBUG : Oracle performance: 250.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 2520.600000
DEBUG : Used time (so far): 2564.600000
DEBUG : Solved after 2564.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_162
DEBUG : Oracle performance: 2.16
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.160000
DEBUG : Used time (so far): 6.160000
DEBUG : Solved after 6.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_179
DEBUG : Oracle performance: 336.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 734.240000
DEBUG : Used time (so far): 778.240000
DEBUG : Solved after 778.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_183
DEBUG : Oracle performance: 42.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 42.520000
DEBUG : Used time (so far): 86.520000
DEBUG : Solved after 86.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_184
DEBUG : Oracle performance: 57.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 57.160000
DEBUG : Used time (so far): 101.160000
DEBUG : Solved after 101.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_204
DEBUG : Oracle performance: 20.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 22.080000
DEBUG : Used time (so far): 58.080000
DEBUG : Solved after 58.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_22
DEBUG : Oracle performance: 282.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 282.640000
DEBUG : Used time (so far): 326.640000
DEBUG : Solved after 326.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_222
DEBUG : Oracle performance: 3.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3.040000
DEBUG : Used time (so far): 3.040000
DEBUG : Solved after 3.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_231
DEBUG : Oracle performance: 1089.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1089.720000
DEBUG : Used time (so far): 1133.720000
DEBUG : Solved after 1133.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_236
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.160000
DEBUG : Used time (so far): 20.160000
DEBUG : Solved after 20.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_237
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.840000
DEBUG : Used time (so far): 20.840000
DEBUG : Solved after 20.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_258
DEBUG : Oracle performance: 0.84
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.840000
DEBUG : Used time (so far): 0.840000
DEBUG : Solved after 0.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_282
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_284
DEBUG : Oracle performance: 68.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 89.320000
DEBUG : Used time (so far): 133.320000
DEBUG : Solved after 133.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_290
DEBUG : Oracle performance: 14.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 14.040000
DEBUG : Used time (so far): 58.040000
DEBUG : Solved after 58.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_30
DEBUG : Oracle performance: 21.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 37.960000
DEBUG : Used time (so far): 73.960000
DEBUG : Solved after 73.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_313
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.640000
DEBUG : Used time (so far): 20.640000
DEBUG : Solved after 20.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_333
DEBUG : Oracle performance: 43.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 43.120000
DEBUG : Used time (so far): 87.120000
DEBUG : Solved after 87.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_342
DEBUG : Oracle performance: 294.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 294.080000
DEBUG : Used time (so far): 358.080000
DEBUG : Solved after 358.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_367
DEBUG : Oracle performance: 37.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.760000
DEBUG : Used time (so far): 85.760000
DEBUG : Solved after 85.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_40
DEBUG : Oracle performance: 459.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 459.160000
DEBUG : Used time (so far): 507.160000
DEBUG : Solved after 507.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_401
DEBUG : Oracle performance: 1032.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1110.880000
DEBUG : Used time (so far): 1154.880000
DEBUG : Solved after 1154.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_448
DEBUG : Oracle performance: 2090.48
DEBUG : Used Feature time: 28.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 68.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 9023.120000
DEBUG : Used time (so far): 9091.120000
DEBUG : Solved after 9091.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_449
DEBUG : Oracle performance: 0.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.240000
DEBUG : Used time (so far): 0.240000
DEBUG : Solved after 0.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_453
DEBUG : Oracle performance: 21.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.720000
DEBUG : Used time (so far): 61.720000
DEBUG : Solved after 61.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_477
DEBUG : Oracle performance: 25.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 25.400000
DEBUG : Used time (so far): 65.400000
DEBUG : Solved after 65.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_48
DEBUG : Oracle performance: 586.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 749.680000
DEBUG : Used time (so far): 793.680000
DEBUG : Solved after 793.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_521
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 12.160000
DEBUG : Solved after 12.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_527
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.920000
DEBUG : Used time (so far): 21.920000
DEBUG : Solved after 21.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_539
DEBUG : Oracle performance: 2.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.920000
DEBUG : Used time (so far): 22.920000
DEBUG : Solved after 22.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_565
DEBUG : Oracle performance: 18.4
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 19.920000
DEBUG : Used time (so far): 43.920000
DEBUG : Solved after 43.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_570
DEBUG : Oracle performance: 127.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 127.840000
DEBUG : Used time (so far): 171.840000
DEBUG : Solved after 171.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_592
DEBUG : Oracle performance: 274.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 274.960000
DEBUG : Used time (so far): 322.960000
DEBUG : Solved after 322.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_62
DEBUG : Oracle performance: 4842.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 4842.160000
DEBUG : Used time (so far): 4886.160000
DEBUG : Solved after 4886.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_624
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_627
DEBUG : Oracle performance: 7.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 64.520000
DEBUG : Used time (so far): 104.520000
DEBUG : Solved after 104.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_63
DEBUG : Oracle performance: 3866.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 3866.080000
DEBUG : Used time (so far): 3910.080000
DEBUG : Solved after 3910.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_647
DEBUG : Oracle performance: 3.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 3.600000
DEBUG : Used time (so far): 27.600000
DEBUG : Solved after 27.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_66
DEBUG : Oracle performance: 1057.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1057.480000
DEBUG : Used time (so far): 1101.480000
DEBUG : Solved after 1101.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_673
DEBUG : Oracle performance: 11.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.760000
DEBUG : Used time (so far): 55.760000
DEBUG : Solved after 55.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_683
DEBUG : Oracle performance: 159.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 6291.760000
DEBUG : Used time (so far): 6335.760000
DEBUG : Solved after 6335.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_690
DEBUG : Oracle performance: 946.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1232.080000
DEBUG : Used time (so far): 1276.080000
DEBUG : Solved after 1276.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_691
DEBUG : Oracle performance: 87.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 101.600000
DEBUG : Used time (so far): 145.600000
DEBUG : Solved after 145.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_701
DEBUG : Oracle performance: 477.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 489.280000
DEBUG : Used time (so far): 533.280000
DEBUG : Solved after 533.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_714
DEBUG : Oracle performance: 83.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 83.320000
DEBUG : Used time (so far): 131.320000
DEBUG : Solved after 131.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_719
DEBUG : Oracle performance: 605.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1155.720000
DEBUG : Used time (so far): 1199.720000
DEBUG : Solved after 1199.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_741
DEBUG : Oracle performance: 44.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 44.360000
DEBUG : Used time (so far): 88.360000
DEBUG : Solved after 88.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_747
DEBUG : Oracle performance: 152.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 180.760000
DEBUG : Used time (so far): 224.760000
DEBUG : Solved after 224.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_76
DEBUG : Oracle performance: 32.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 32.840000
DEBUG : Used time (so far): 76.840000
DEBUG : Solved after 76.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_764
DEBUG : Oracle performance: 214.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 214.040000
DEBUG : Used time (so far): 258.040000
DEBUG : Solved after 258.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_83
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.240000
DEBUG : Used time (so far): 25.240000
DEBUG : Solved after 25.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_84
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.280000
DEBUG : Used time (so far): 25.280000
DEBUG : Solved after 25.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_843
DEBUG : Oracle performance: 3.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3.480000
DEBUG : Used time (so far): 19.480000
DEBUG : Solved after 19.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_878
DEBUG : Oracle performance: 67.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 67.200000
DEBUG : Used time (so far): 111.200000
DEBUG : Solved after 111.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_879
DEBUG : Oracle performance: 43.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 54.600000
DEBUG : Used time (so far): 98.600000
DEBUG : Solved after 98.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_923
DEBUG : Oracle performance: 17.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 21.160000
DEBUG : Used time (so far): 65.160000
DEBUG : Solved after 65.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_948
DEBUG : Oracle performance: 31.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 45.880000
DEBUG : Used time (so far): 89.880000
DEBUG : Solved after 89.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_950
DEBUG : Oracle performance: 15.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.640000
DEBUG : Used time (so far): 47.640000
DEBUG : Solved after 47.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_951
DEBUG : Oracle performance: 138.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 138.400000
DEBUG : Used time (so far): 182.400000
DEBUG : Solved after 182.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_983
DEBUG : Oracle performance: 57.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 113.440000
DEBUG : Used time (so far): 157.440000
DEBUG : Solved after 157.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_985
DEBUG : Oracle performance: 328.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 328.640000
DEBUG : Used time (so far): 372.640000
DEBUG : Solved after 372.640000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 634.4137
DEBUG : PAR10: 634.4137
DEBUG : Timeouts: 0 / 79
INFO : Oracle PAR1: 369.1656
INFO : PAR1: 634.4137
INFO : PAR10: 634.4137
INFO : Timeouts: 0 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 634.4137
INFO : Feature time: 35.2911
INFO : Solved: 79 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_1: 0.10
DEBUG : algorithm_3: 0.25
DEBUG : algorithm_5: 0.01
DEBUG : algorithm_2: 0.10
DEBUG : algorithm_4: 0.16
DEBUG : algorithm_7: 0.13
DEBUG : algorithm_6: 0.01
DEBUG : algorithm_8: 0.23
INFO : [SFSS]: evaluating fold: 2
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1046
DEBUG : Oracle performance: 1278.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 2271.840000
DEBUG : Used time (so far): 2335.840000
DEBUG : Solved after 2335.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1085
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1093
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 11.480000
DEBUG : Used time (so far): 35.480000
DEBUG : Solved after 35.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_112
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.400000
DEBUG : Used time (so far): 4.400000
DEBUG : Solved after 4.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1121
DEBUG : Oracle performance: 21855.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 21855.040000
DEBUG : Used time (so far): 21919.040000
DEBUG : Solved after 21919.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1130
DEBUG : Oracle performance: 11.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 11.480000
DEBUG : Used time (so far): 39.480000
DEBUG : Solved after 39.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1131
DEBUG : Oracle performance: 15.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 15.280000
DEBUG : Used time (so far): 47.280000
DEBUG : Solved after 47.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1158
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 12.200000
DEBUG : Solved after 12.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_6', 28800]] on instance_1162
DEBUG : Oracle performance: 0.56
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.560000
DEBUG : Used time (so far): 20.560000
DEBUG : Solved after 20.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1169
DEBUG : Oracle performance: 0.04
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.080000
DEBUG : Used time (so far): 12.080000
DEBUG : Solved after 12.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_134
DEBUG : Oracle performance: 2.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.680000
DEBUG : Used time (so far): 26.680000
DEBUG : Solved after 26.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_159
DEBUG : Oracle performance: 18.84
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 8.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 19.280000
DEBUG : Used time (so far): 39.280000
DEBUG : Solved after 39.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_166
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2.320000
DEBUG : Used time (so far): 2.320000
DEBUG : Solved after 2.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_174
DEBUG : Oracle performance: 60.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 60.600000
DEBUG : Used time (so far): 104.600000
DEBUG : Solved after 104.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_195
DEBUG : Oracle performance: 2540.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 2540.920000
DEBUG : Used time (so far): 2584.920000
DEBUG : Solved after 2584.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_199
DEBUG : Oracle performance: 4.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.160000
DEBUG : Used time (so far): 8.160000
DEBUG : Solved after 8.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_225
DEBUG : Oracle performance: 299.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 299.520000
DEBUG : Used time (so far): 343.520000
DEBUG : Solved after 343.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_228
DEBUG : Oracle performance: 1059.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1227.440000
DEBUG : Used time (so far): 1271.440000
DEBUG : Solved after 1271.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_238
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.960000
DEBUG : Used time (so far): 20.960000
DEBUG : Solved after 20.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_244
DEBUG : Oracle performance: 0.88
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.880000
DEBUG : Used time (so far): 20.880000
DEBUG : Solved after 20.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_254
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 25.120000
DEBUG : Solved after 25.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_256
DEBUG : Oracle performance: 26.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 26.960000
DEBUG : Used time (so far): 90.960000
DEBUG : Solved after 90.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_27
DEBUG : Oracle performance: 6.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.560000
DEBUG : Used time (so far): 34.560000
DEBUG : Solved after 34.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_289
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_297
DEBUG : Oracle performance: 21.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 35.040000
DEBUG : Used time (so far): 79.040000
DEBUG : Solved after 79.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_306
DEBUG : Oracle performance: 109.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 116.280000
DEBUG : Used time (so far): 160.280000
DEBUG : Solved after 160.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_316
DEBUG : Oracle performance: 1.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.120000
DEBUG : Used time (so far): 21.120000
DEBUG : Solved after 21.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_326
DEBUG : Oracle performance: 1.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.440000
DEBUG : Used time (so far): 1.440000
DEBUG : Solved after 1.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_330
DEBUG : Oracle performance: 1.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.640000
DEBUG : Used time (so far): 1.640000
DEBUG : Solved after 1.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_339
DEBUG : Oracle performance: 1.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.240000
DEBUG : Used time (so far): 21.240000
DEBUG : Solved after 21.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_344
DEBUG : Oracle performance: 0.32
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.320000
DEBUG : Used time (so far): 0.320000
DEBUG : Solved after 0.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_360
DEBUG : Oracle performance: 7.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 20.640000
DEBUG : Used time (so far): 56.640000
DEBUG : Solved after 56.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_375
DEBUG : Oracle performance: 13.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.200000
DEBUG : Used time (so far): 45.200000
DEBUG : Solved after 45.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_397
DEBUG : Oracle performance: 206.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 211.320000
DEBUG : Used time (so far): 255.320000
DEBUG : Solved after 255.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_400
DEBUG : Oracle performance: 80.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 80.960000
DEBUG : Used time (so far): 124.960000
DEBUG : Solved after 124.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_6', 28800]] on instance_421
DEBUG : Oracle performance: 0.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_6 vs true time 0.920000
DEBUG : Used time (so far): 20.920000
DEBUG : Solved after 20.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_430
DEBUG : Oracle performance: 324.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_441
DEBUG : Oracle performance: 0.16
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.160000
DEBUG : Used time (so far): 0.160000
DEBUG : Solved after 0.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_452
DEBUG : Oracle performance: 868.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1830.240000
DEBUG : Used time (so far): 1894.240000
DEBUG : Solved after 1894.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_454
DEBUG : Oracle performance: 40.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 40.320000
DEBUG : Used time (so far): 84.320000
DEBUG : Solved after 84.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_460
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.200000
DEBUG : Used time (so far): 0.200000
DEBUG : Solved after 0.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_485
DEBUG : Oracle performance: 5.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 5.040000
DEBUG : Used time (so far): 45.040000
DEBUG : Solved after 45.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_497
DEBUG : Oracle performance: 138.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 138.560000
DEBUG : Used time (so far): 202.560000
DEBUG : Solved after 202.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_498
DEBUG : Oracle performance: 266.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 266.040000
DEBUG : Used time (so far): 330.040000
DEBUG : Solved after 330.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_499
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.960000
DEBUG : Used time (so far): 37.960000
DEBUG : Solved after 37.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_524
DEBUG : Oracle performance: 1.76
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.760000
DEBUG : Used time (so far): 21.760000
DEBUG : Solved after 21.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_53
DEBUG : Oracle performance: 12734.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12734.800000
DEBUG : Used time (so far): 12778.800000
DEBUG : Solved after 12778.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_547
DEBUG : Oracle performance: 309.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 309.800000
DEBUG : Used time (so far): 353.800000
DEBUG : Solved after 353.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_550
DEBUG : Oracle performance: 3678.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 3678.240000
DEBUG : Used time (so far): 3726.240000
DEBUG : Solved after 3726.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_567
DEBUG : Oracle performance: 293.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 293.840000
DEBUG : Used time (so far): 341.840000
DEBUG : Solved after 341.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_571
DEBUG : Oracle performance: 249.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 455.240000
DEBUG : Used time (so far): 503.240000
DEBUG : Solved after 503.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_603
DEBUG : Oracle performance: 9.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.920000
DEBUG : Used time (so far): 37.920000
DEBUG : Solved after 37.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_628
DEBUG : Oracle performance: 26.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 26.640000
DEBUG : Used time (so far): 70.640000
DEBUG : Solved after 70.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_650
DEBUG : Oracle performance: 137.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 163.160000
DEBUG : Used time (so far): 207.160000
DEBUG : Solved after 207.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_670
DEBUG : Oracle performance: 5228.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 288000.000000
DEBUG : Used time (so far): 28844.000000
DEBUG : Timeout after 28800.000000 (< 28844.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_692
DEBUG : Oracle performance: 177.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 177.320000
DEBUG : Used time (so far): 221.320000
DEBUG : Solved after 221.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_697
DEBUG : Oracle performance: 314.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 314.400000
DEBUG : Used time (so far): 358.400000
DEBUG : Solved after 358.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_725
DEBUG : Oracle performance: 78.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 109.320000
DEBUG : Used time (so far): 153.320000
DEBUG : Solved after 153.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_748
DEBUG : Oracle performance: 114.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 384.000000
DEBUG : Used time (so far): 428.000000
DEBUG : Solved after 428.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_772
DEBUG : Oracle performance: 6.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.800000
DEBUG : Used time (so far): 50.800000
DEBUG : Solved after 50.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_79
DEBUG : Oracle performance: 12.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 12.160000
DEBUG : Used time (so far): 52.160000
DEBUG : Solved after 52.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_804
DEBUG : Oracle performance: 541.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 608.160000
DEBUG : Used time (so far): 652.160000
DEBUG : Solved after 652.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_824
DEBUG : Oracle performance: 6.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.880000
DEBUG : Used time (so far): 38.880000
DEBUG : Solved after 38.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_849
DEBUG : Oracle performance: 13.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 196.160000
DEBUG : Used time (so far): 228.160000
DEBUG : Solved after 228.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_857
DEBUG : Oracle performance: 415.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 516.400000
DEBUG : Used time (so far): 560.400000
DEBUG : Solved after 560.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_86
DEBUG : Oracle performance: 5.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 8.720000
DEBUG : Used time (so far): 32.720000
DEBUG : Solved after 32.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_865
DEBUG : Oracle performance: 1.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.200000
DEBUG : Used time (so far): 25.200000
DEBUG : Solved after 25.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_874
DEBUG : Oracle performance: 143.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 156.520000
DEBUG : Used time (so far): 200.520000
DEBUG : Solved after 200.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_880
DEBUG : Oracle performance: 2.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.480000
DEBUG : Used time (so far): 26.480000
DEBUG : Solved after 26.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_890
DEBUG : Oracle performance: 12187.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 13171.280000
DEBUG : Used time (so far): 13215.280000
DEBUG : Solved after 13215.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_896
DEBUG : Oracle performance: 74.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 91.120000
DEBUG : Used time (so far): 135.120000
DEBUG : Solved after 135.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_910
DEBUG : Oracle performance: 55.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 145.880000
DEBUG : Used time (so far): 189.880000
DEBUG : Solved after 189.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_931
DEBUG : Oracle performance: 59.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 71.280000
DEBUG : Used time (so far): 115.280000
DEBUG : Solved after 115.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_935
DEBUG : Oracle performance: 17.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 31.840000
DEBUG : Used time (so far): 71.840000
DEBUG : Solved after 71.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_959
DEBUG : Oracle performance: 1165.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1180.240000
DEBUG : Used time (so far): 1224.240000
DEBUG : Solved after 1224.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_964
DEBUG : Oracle performance: 1.04
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.040000
DEBUG : Used time (so far): 41.040000
DEBUG : Solved after 41.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_97
DEBUG : Oracle performance: 47.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 47.120000
DEBUG : Used time (so far): 91.120000
DEBUG : Solved after 91.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_990
DEBUG : Oracle performance: 319.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 425.560000
DEBUG : Used time (so far): 469.560000
DEBUG : Solved after 469.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_998
DEBUG : Oracle performance: 221.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 473.720000
DEBUG : Used time (so far): 521.720000
DEBUG : Solved after 521.720000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1609.2137
DEBUG : PAR10: 8171.2390
DEBUG : Timeouts: 2 / 79
INFO : Oracle PAR1: 860.0441
INFO : PAR1: 1609.2137
INFO : PAR10: 8171.2390
INFO : Timeouts: 2 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1610.3276
INFO : Feature time: 33.8228
INFO : Solved: 77 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_2: 0.18
DEBUG : algorithm_3: 0.32
DEBUG : algorithm_7: 0.18
DEBUG : algorithm_6: 0.03
DEBUG : algorithm_4: 0.06
DEBUG : algorithm_8: 0.20
DEBUG : algorithm_1: 0.04
INFO : [SFSS]: evaluating fold: 3
DEBUG : [SFSS]: num testing instances: 79
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [SFSS]: length of schedules: 79
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1001
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.640000
DEBUG : Used time (so far): 24.640000
DEBUG : Solved after 24.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_1005
DEBUG : Oracle performance: 8.0
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 18.200000
DEBUG : Used time (so far): 58.200000
DEBUG : Solved after 58.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1022
DEBUG : Oracle performance: 18.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.480000
DEBUG : Used time (so far): 62.480000
DEBUG : Solved after 62.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_1026
DEBUG : Oracle performance: 60.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 84.960000
DEBUG : Used time (so far): 128.960000
DEBUG : Solved after 128.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_1028
DEBUG : Oracle performance: 375.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 375.960000
DEBUG : Used time (so far): 419.960000
DEBUG : Solved after 419.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_5', 28800]] on instance_1035
DEBUG : Oracle performance: 13710.12
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 16140.400000
DEBUG : Used time (so far): 16184.400000
DEBUG : Solved after 16184.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_1049
DEBUG : Oracle performance: 61.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 152.360000
DEBUG : Used time (so far): 196.360000
DEBUG : Solved after 196.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1075
DEBUG : Oracle performance: 0.2
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.200000
DEBUG : Used time (so far): 20.200000
DEBUG : Solved after 20.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1087
DEBUG : Oracle performance: 0.44
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.440000
DEBUG : Used time (so far): 0.440000
DEBUG : Solved after 0.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1098
DEBUG : Oracle performance: 38.28
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 38.280000
DEBUG : Used time (so far): 74.280000
DEBUG : Solved after 74.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_110
DEBUG : Oracle performance: 1.92
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.920000
DEBUG : Used time (so far): 5.920000
DEBUG : Solved after 5.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_1134
DEBUG : Oracle performance: 12.36
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 12.360000
DEBUG : Used time (so far): 32.360000
DEBUG : Solved after 32.360000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1137
DEBUG : Oracle performance: 22.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 22.480000
DEBUG : Used time (so far): 58.480000
DEBUG : Solved after 58.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1145
DEBUG : Oracle performance: 3.92
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 8.320000
DEBUG : Used time (so far): 12.320000
DEBUG : Solved after 12.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1149
DEBUG : Oracle performance: 5.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 5.200000
DEBUG : Used time (so far): 29.200000
DEBUG : Solved after 29.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_1150
DEBUG : Oracle performance: 12.44
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 12.440000
DEBUG : Used time (so far): 28.440000
DEBUG : Solved after 28.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1171
DEBUG : Oracle performance: 0.72
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 0.800000
DEBUG : Used time (so far): 20.800000
DEBUG : Solved after 20.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_1172
DEBUG : Oracle performance: 0.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.000000
DEBUG : Used time (so far): 21.000000
DEBUG : Solved after 21.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_127
DEBUG : Oracle performance: 91.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 91.880000
DEBUG : Used time (so far): 135.880000
DEBUG : Solved after 135.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_138
DEBUG : Oracle performance: 137.76
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 148.840000
DEBUG : Used time (so far): 192.840000
DEBUG : Solved after 192.840000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_143
DEBUG : Oracle performance: 1623.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1623.680000
DEBUG : Used time (so far): 1667.680000
DEBUG : Solved after 1667.680000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_16
DEBUG : Oracle performance: 14.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 8.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 32.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 14.600000
DEBUG : Used time (so far): 46.600000
DEBUG : Solved after 46.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_169
DEBUG : Oracle performance: 6.24
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 6.240000
DEBUG : Used time (so far): 18.240000
DEBUG : Solved after 18.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_176
DEBUG : Oracle performance: 0.64
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.920000
DEBUG : Used time (so far): 0.920000
DEBUG : Solved after 0.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_187
DEBUG : Oracle performance: 1605.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1998.600000
DEBUG : Used time (so far): 2042.600000
DEBUG : Solved after 2042.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_210
DEBUG : Oracle performance: 26.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 40.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 26.440000
DEBUG : Used time (so far): 66.440000
DEBUG : Solved after 66.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_212
DEBUG : Oracle performance: 99.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 99.920000
DEBUG : Used time (so far): 143.920000
DEBUG : Solved after 143.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_216
DEBUG : Oracle performance: 176.96
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 176.960000
DEBUG : Used time (so far): 220.960000
DEBUG : Solved after 220.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_218
DEBUG : Oracle performance: 676.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 676.600000
DEBUG : Used time (so far): 720.600000
DEBUG : Solved after 720.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_223
DEBUG : Oracle performance: 62.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 64.160000
DEBUG : Used time (so far): 108.160000
DEBUG : Solved after 108.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_224
DEBUG : Oracle performance: 184.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 184.320000
DEBUG : Used time (so far): 228.320000
DEBUG : Solved after 228.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_274
DEBUG : Oracle performance: 37.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 37.920000
DEBUG : Used time (so far): 81.920000
DEBUG : Solved after 81.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_5', 28800]] on instance_310
DEBUG : Oracle performance: 701.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1328.000000
DEBUG : Used time (so far): 1372.000000
DEBUG : Solved after 1372.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_5', 28800]] on instance_311
DEBUG : Oracle performance: 950.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_5 vs true time 1092.600000
DEBUG : Used time (so far): 1136.600000
DEBUG : Solved after 1136.600000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_312
DEBUG : Oracle performance: 2022.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 9705.000000
DEBUG : Used time (so far): 9749.000000
DEBUG : Solved after 9749.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_346
DEBUG : Oracle performance: 1.68
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.000000
DEBUG : Used time (so far): 2.000000
DEBUG : Solved after 2.000000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_348
DEBUG : Oracle performance: 1.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.880000
DEBUG : Used time (so far): 25.880000
DEBUG : Solved after 25.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_359
DEBUG : Oracle performance: 22.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 264.800000
DEBUG : Used time (so far): 300.800000
DEBUG : Solved after 300.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_373
DEBUG : Oracle performance: 6.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.480000
DEBUG : Used time (so far): 34.480000
DEBUG : Solved after 34.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_39
DEBUG : Oracle performance: 113.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 113.320000
DEBUG : Used time (so far): 157.320000
DEBUG : Solved after 157.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_409
DEBUG : Oracle performance: 4027.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4027.880000
DEBUG : Used time (so far): 4071.880000
DEBUG : Solved after 4071.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_412
DEBUG : Oracle performance: 82.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 82.800000
DEBUG : Used time (so far): 126.800000
DEBUG : Solved after 126.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_431
DEBUG : Oracle performance: 4.76
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 4.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4.760000
DEBUG : Used time (so far): 8.760000
DEBUG : Solved after 8.760000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_437
DEBUG : Oracle performance: 1.28
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 1.280000
DEBUG : Used time (so far): 21.280000
DEBUG : Solved after 21.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_458
DEBUG : Oracle performance: 0.08
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_461
DEBUG : Oracle performance: 0.48
DEBUG : Used Feature time: 12.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 12.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.480000
DEBUG : Used time (so far): 12.480000
DEBUG : Solved after 12.480000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_468
DEBUG : Oracle performance: 4.8
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 4.800000
DEBUG : Used time (so far): 28.800000
DEBUG : Solved after 28.800000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_482
DEBUG : Oracle performance: 79.72
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 79.720000
DEBUG : Used time (so far): 143.720000
DEBUG : Solved after 143.720000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_488
DEBUG : Oracle performance: 145.2
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 145.200000
DEBUG : Used time (so far): 209.200000
DEBUG : Solved after 209.200000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_2', 28800]] on instance_493
DEBUG : Oracle performance: 163.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 40.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 64.000000
DEBUG : Alloted time 28800.000000 of algorithm_2 vs true time 163.920000
DEBUG : Used time (so far): 227.920000
DEBUG : Solved after 227.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_534
DEBUG : Oracle performance: 1.96
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 1.960000
DEBUG : Used time (so far): 21.960000
DEBUG : Solved after 21.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_543
DEBUG : Oracle performance: 100.88
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 100.880000
DEBUG : Used time (so far): 144.880000
DEBUG : Solved after 144.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_583
DEBUG : Oracle performance: 5.68
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.880000
DEBUG : Used time (so far): 30.880000
DEBUG : Solved after 30.880000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_591
DEBUG : Oracle performance: 80.4
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 80.400000
DEBUG : Used time (so far): 124.400000
DEBUG : Solved after 124.400000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_594
DEBUG : Oracle performance: 2900.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 4129.520000
DEBUG : Used time (so far): 4173.520000
DEBUG : Solved after 4173.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_6
DEBUG : Oracle performance: 312.16
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 312.160000
DEBUG : Used time (so far): 356.160000
DEBUG : Solved after 356.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_601
DEBUG : Oracle performance: 6.32
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 20.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 6.320000
DEBUG : Used time (so far): 26.320000
DEBUG : Solved after 26.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_605
DEBUG : Oracle performance: 9.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 4.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 28.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 9.560000
DEBUG : Used time (so far): 37.560000
DEBUG : Solved after 37.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_623
DEBUG : Oracle performance: 0.12
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 0.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 0.120000
DEBUG : Used time (so far): 0.120000
DEBUG : Solved after 0.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_653
DEBUG : Oracle performance: 17646.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 18300.160000
DEBUG : Used time (so far): 18348.160000
DEBUG : Solved after 18348.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_656
DEBUG : Oracle performance: 4.04
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.040000
DEBUG : Used time (so far): 48.040000
DEBUG : Solved after 48.040000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_661
DEBUG : Oracle performance: 39.28
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 39.280000
DEBUG : Used time (so far): 83.280000
DEBUG : Solved after 83.280000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_665
DEBUG : Oracle performance: 45.36
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 70.240000
DEBUG : Used time (so far): 114.240000
DEBUG : Solved after 114.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_696
DEBUG : Oracle performance: 7.44
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 18.960000
DEBUG : Used time (so far): 62.960000
DEBUG : Solved after 62.960000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_708
DEBUG : Oracle performance: 3076.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 3076.560000
DEBUG : Used time (so far): 3120.560000
DEBUG : Solved after 3120.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_734
DEBUG : Oracle performance: 1624.56
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 1624.560000
DEBUG : Used time (so far): 1672.560000
DEBUG : Solved after 1672.560000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_754
DEBUG : Oracle performance: 13.32
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 13.320000
DEBUG : Used time (so far): 57.320000
DEBUG : Solved after 57.320000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_761
DEBUG : Oracle performance: 2.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.520000
DEBUG : Used time (so far): 26.520000
DEBUG : Solved after 26.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_78
DEBUG : Oracle performance: 87.6
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 98.440000
DEBUG : Used time (so far): 142.440000
DEBUG : Solved after 142.440000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_4', 28800]] on instance_800
DEBUG : Oracle performance: 9847.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 48.000000
DEBUG : Alloted time 28800.000000 of algorithm_4 vs true time 288000.000000
DEBUG : Used time (so far): 28848.000000
DEBUG : Timeout after 28800.000000 (< 28848.000000)
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_807
DEBUG : Oracle performance: 4.84
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 6.520000
DEBUG : Used time (so far): 30.520000
DEBUG : Solved after 30.520000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_847
DEBUG : Oracle performance: 2.24
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 2.240000
DEBUG : Used time (so far): 26.240000
DEBUG : Solved after 26.240000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_883
DEBUG : Oracle performance: 6.72
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 36.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 30.120000
DEBUG : Used time (so far): 66.120000
DEBUG : Solved after 66.120000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_8', 28800]] on instance_894
DEBUG : Oracle performance: 971.92
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_8 vs true time 971.920000
DEBUG : Used time (so far): 1015.920000
DEBUG : Solved after 1015.920000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_901
DEBUG : Oracle performance: 231.48
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 397.640000
DEBUG : Used time (so far): 441.640000
DEBUG : Solved after 441.640000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_917
DEBUG : Oracle performance: 465.52
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 1186.160000
DEBUG : Used time (so far): 1230.160000
DEBUG : Solved after 1230.160000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_7', 28800]] on instance_940
DEBUG : Oracle performance: 4.08
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_7 vs true time 4.080000
DEBUG : Used time (so far): 48.080000
DEBUG : Solved after 48.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_3', 28800]] on instance_958
DEBUG : Oracle performance: 1.08
DEBUG : Used Feature time: 16.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 16.000000
DEBUG : Alloted time 28800.000000 of algorithm_3 vs true time 1.080000
DEBUG : Used time (so far): 17.080000
DEBUG : Solved after 17.080000
DEBUG : Validate: ['step_3', 'step_6', 'step_7', ['algorithm_1', 28800]] on instance_984
DEBUG : Oracle performance: 505.0
DEBUG : Used Feature time: 24.000000
DEBUG : Used time (so far): 24.000000
DEBUG : Used Feature time: 20.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Used Feature time: 0.000000
DEBUG : Used time (so far): 44.000000
DEBUG : Alloted time 28800.000000 of algorithm_1 vs true time 672.800000
DEBUG : Used time (so far): 716.800000
DEBUG : Solved after 716.800000
DEBUG : Statistics before removing unsolvable instances
DEBUG : PAR1: 1286.9241
DEBUG : PAR10: 4567.9367
DEBUG : Timeouts: 1 / 79
INFO : Oracle PAR1: 828.0456
INFO : PAR1: 1286.9241
INFO : PAR10: 4567.9367
INFO : Timeouts: 1 / 79
INFO : Presolved during feature computation: 0 / 79
INFO : Solver time: 1287.5316
INFO : Feature time: 33.8734
INFO : Solved: 78 / 79
INFO : Unsolvable (removed): 0 / 79
DEBUG : Selection Frequency
DEBUG : algorithm_3: 0.37
DEBUG : algorithm_8: 0.22
DEBUG : algorithm_7: 0.11
DEBUG : algorithm_5: 0.04
DEBUG : algorithm_4: 0.14
DEBUG : algorithm_2: 0.09
DEBUG : algorithm_1: 0.04
INFO :
feature_steps: ['step_3', 'step_6', 'step_7']
min_par10: 4457.863122362869
total_timeouts: 3
total_solved: 234
total_solver_times: 279049.56
total_feature_times: 8136.0
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-16-d90ad6aa6ca7> in <module>()
10 )
11
---> 12 sfss_fit.dump(selector_filename)
~/python-projects/as-auto-sklearn/as_auto_sklearn/sequential_feature_step_selector.py in dump(self, filename)
197 """ A convenience wrapper around joblib.dump
198 """
--> 199 joblib.dump(self, filename)
200
201 @classmethod
NameError: name 'joblib' is not defined
In [22]:
selected_features = automl_utils.extract_feature_names(
training_scenario,
sfss_fit.cur_feature_steps_
)
selected_feature_steps = sfss_fit.cur_feature_steps_
In [24]:
# second, train the "main" algorithm selector using the
# selected feature steps
pipeline = ASaslPipeline(
args,
feature_steps=selected_feature_steps,
features=selected_features,
use_random_forests=True
)
pipeline_fit = pipeline.fit(scenario=training_scenario)
model_type = "as-asl-pipeline"
model_filename = filenames.get_model_filename(
config['base_path'],
model_type,
note=config.get('note')
)
pipeline_fit.dump(model_filename)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_nan(X_train): 0
DEBUG : [as_asl_ensemble._fit_regressor]: num_inf(X_train): 0
In [49]:
scheduler = ASaslScheduler(feature_scheduler=pipeline_fit)
In [43]:
presolver_grid = {
'budget': [0, 0.001, 0.01, 0.02, 0.05, 0.1],
'min_fast_solutions': [0.5, 0.75]
}
In [78]:
def evaluate_params(scheduler, params):
scheduler.set_params(**params)
all_schedules = {}
test_scenarios = []
for fold in args.folds:
testing, training = training_scenario.get_split(fold)
scheduler_fit = scheduler.fit(training)
schedules_pred = scheduler.create_schedules(testing)
all_schedules.update(schedules_pred)
test_scenarios.append(testing)
par10 = Validator.get_par10_score(all_schedules, test_scenarios)
return par10
In [81]:
for params in utils.dict_product(presolver_grid):
par10 = evaluate_params(scheduler, params)
print(params, par10)
/home/nle5231/python-projects/as-auto-sklearn/as_auto_sklearn/as_asl_ensemble.py:416: RuntimeWarning: invalid value encountered in long_scalars
mean_fast_solution_time = np.sum(p[m_fast_solutions]) / num_fast_solutions
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0, 'min_fast_solutions': 0.5} 720.080843882
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
{'budget': 0, 'min_fast_solutions': 0.75} 720.080843882
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.001, 'min_fast_solutions': 0.5} 720.080843882
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
{'budget': 0.001, 'min_fast_solutions': 0.75} 720.080843882
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.01, 'min_fast_solutions': 0.5} 841.784135021
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.01, 'min_fast_solutions': 0.75} 720.080843882
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.02, 'min_fast_solutions': 0.5} 914.474767932
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.02, 'min_fast_solutions': 0.75} 720.080843882
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.05, 'min_fast_solutions': 0.5} 1269.08793249
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
{'budget': 0.05, 'min_fast_solutions': 0.75} 720.080843882
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
{'budget': 0.1, 'min_fast_solutions': 0.5} 1437.28236287
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
{'budget': 0.1, 'min_fast_solutions': 0.75} 1437.28236287
In [73]:
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
DEBUG : [NaNStandardScaler.transform]: num_nans: 0
DEBUG : [NaNStandardScaler.transform]: num_infs: 0
DEBUG : X_test.shape: (79, 86). y_pred.shape: (79,)
In [79]:
grid
Out[79]:
[{'budget': 0, 'min_fast_solutions': 0.5},
{'budget': 0, 'min_fast_solutions': 0.75},
{'budget': 0.001, 'min_fast_solutions': 0.5},
{'budget': 0.001, 'min_fast_solutions': 0.75},
{'budget': 0.01, 'min_fast_solutions': 0.5},
{'budget': 0.01, 'min_fast_solutions': 0.75},
{'budget': 0.02, 'min_fast_solutions': 0.5},
{'budget': 0.02, 'min_fast_solutions': 0.75},
{'budget': 0.05, 'min_fast_solutions': 0.5},
{'budget': 0.05, 'min_fast_solutions': 0.75},
{'budget': 0.1, 'min_fast_solutions': 0.5},
{'budget': 0.1, 'min_fast_solutions': 0.75}]
In [71]:
import misc.utils as utils
In [72]:
?utils.wrap_in_list
In [ ]:
Content source: bmmalone/as-auto-sklearn
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