operon.log

learners: ['OperonRegressor']
dataset directory: ./test/192_vineyard_small.tsv.gz
found 1 datasets
skipped 0 jobs with results. Override with --noskips.
skipped 0 jobs without results. Override with --noskips.
skipped 0 queued jobs. Override with --noskips.
submitting 1 jobs...
import from methods.OperonRegressor
algorithm: SymbolicRegressor(generations=10000, local_iterations=5, max_evaluations=500000,
                  pool_size=500, population_size=500, time_limit=7200)
hyperparams: [{'population_size': (100,), 'pool_size': (100,), 'max_length': (25,), 'allowed_symbols': ('add,mul,aq,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (3,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}, {'population_size': (100,), 'pool_size': (100,), 'max_length': (25,), 'allowed_symbols': ('add,mul,aq,exp,log,sin,tanh,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (3,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}, {'population_size': (100,), 'pool_size': (100,), 'max_length': (50,), 'allowed_symbols': ('add,mul,aq,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (3,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}, {'population_size': (500,), 'pool_size': (500,), 'max_length': (25,), 'allowed_symbols': ('add,mul,aq,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (5,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}, {'population_size': (500,), 'pool_size': (500,), 'max_length': (25,), 'allowed_symbols': ('add,mul,aq,exp,log,sin,tanh,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (5,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}, {'population_size': (500,), 'pool_size': (500,), 'max_length': (50,), 'allowed_symbols': ('add,mul,aq,constant,variable',), 'local_iterations': (5,), 'offspring_generator': ('basic',), 'tournament_size': (5,), 'reinserter': ('keep-best',), 'max_evaluations': (500000,)}]
========================================
Evaluating OperonRegressor on 
./test/192_vineyard_small.tsv.gz
========================================
compression: gzip
filename: ./test/192_vineyard_small.tsv.gz
scaling X
scaling y
X_train: (15, 3)
y_train: (15,)
training HalvingGridSearchCV(cv=KFold(n_splits=5, random_state=42, shuffle=True),
                    error_score=0.0,
                    estimator=SymbolicRegressor(generations=10000,
                                                local_iterations=5,
                                                max_evaluations=500000,
                                                pool_size=500,
                                                population_size=500,
                                                random_state=42,
                                                time_limit=7200),
                    n_jobs=1,
                    param_grid=[{'allowed_symbols': ('add,mul,aq,constant,variable',),
                                 'local_iterations': (5,),
                                 'max_evalua...
                                 'pool_size': (500,), 'population_size': (500,),
                                 'reinserter': ('keep-best',),
                                 'tournament_size': (5,)},
                                {'allowed_symbols': ('add,mul,aq,constant,variable',),
                                 'local_iterations': (5,),
                                 'max_evaluations': (500000,),
                                 'max_length': (50,),
                                 'offspring_generator': ('basic',),
                                 'pool_size': (500,), 'population_size': (500,),
                                 'reinserter': ('keep-best',),
                                 'tournament_size': (5,)}],
                    scoring='r2', verbose=2)
n_iterations: 1
n_required_iterations: 2
n_possible_iterations: 1
min_resources_: 10
max_resources_: 15
aggressive_elimination: False
factor: 3
----------
iter: 0
n_candidates: 6
n_resources: 10
Fitting 5 folds for each of 6 candidates, totalling 30 fits
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.2s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.4s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.5s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.3s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.3s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.3s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=100, population_size=100, reinserter=keep-best, tournament_size=3; total time=   1.2s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.2s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.0s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.5s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.4s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.2s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.3s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,exp,log,sin,tanh,constant,variable, local_iterations=5, max_evaluations=500000, max_length=25, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.2s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.4s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.1s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.4s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.3s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
[CV] END allowed_symbols=add,mul,aq,constant,variable, local_iterations=5, max_evaluations=500000, max_length=50, offspring_generator=basic, pool_size=500, population_size=500, reinserter=keep-best, tournament_size=5; total time=   1.4s
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
Training time measures: 38.257459252 38.25872993469238
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
operon warning: array does not satisfy contiguity or storage-order requirements. data will be copied.
save_file: results/192_vineyard_small//192_vineyard_small_OperonRegressor_42
Finished submitting 1 jobs.