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Current git-hash: 6127a905a0021c91e4da350508e8f4b395b10e08 (last fully tested stable version 7 commits ago [d28c5c29d44332046bae86b06122177ce7683919, 8976])
Using coverage run -p because $RUN_WITH_COVERAGE is set
⠋Importing logging...⠋Importing warnings...⠋Importing argparse...⠋Importing datetime...⠋Importing dataclass...⠋Importing socket...⠋Importing stat...⠋Importing pwd...⠋Importing base64...⠋Importing json...⠋Importing yaml...⠋Importing toml...⠋Importing csv...⠋Importing ast...⠋Importing rich.table...⠋Importing rich print...⠋Importing rich.pretty...⠋Importing pformat...⠋Importing rich.prompt...⠋Importing types.FunctionType...⠋Importing typing...⠋Importing ThreadPoolExecutor...⠋Importing submitit.LocalExecutor...⠋Importing submitit.Job...⠋Importing importlib.util...⠋Importing platform...⠋Importing inspect frame info...⠋Importing pathlib.Path...⠋Importing uuid...⠋Importing cowsay...⠋Importing shutil...⠋Importing itertools.combinations...⠋Importing os.listdir...⠋Importing os.path...⠋Importing PIL.Image...⠋Importing sixel...⠋Importing subprocess...⠋Importing tqdm...⠋Importing beartype...⠋Importing statistics...⠋Trying to import pyfiglet...⠋Importing helpers...⠋Importing pareto...⠋Parsing arguments...⠸Importing torch...⠋Importing numpy...
[WARNING 10-31 23:14:59] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
⠧Importing ax...⠋Importing ax.core.generator_run...⠋Importing Cont_X_trans and Y_trans from ax.adapter.registry...⠋Importing ax.core.arm...⠋Importing ax.core.objective...⠋Importing ax.core.Metric...⠋Importing ax.exceptions.core...⠋Importing ax.exceptions.generation_strategy...⠋Importing CORE_DECODER_REGISTRY...⠋Trying ax.generation_strategy.generation_node...⠋Importing GenerationStep, GenerationStrategy from generation_strategy...⠋Importing GenerationNode from generation_node...⠋Importing ExternalGenerationNode...⠋Importing MaxTrials...⠋Importing GeneratorSpec...⠋Importing Models from ax.generation_strategy.registry...⠋Importing get_pending_observation_features...⠋Importing load_experiment...⠋Importing save_experiment...⠋Importing save_experiment_to_db...⠋Importing TrialStatus...⠋Importing Data...⠋Importing Experiment...⠋Importing parameter types...⠋Importing TParameterization...⠋Importing pandas...⠋Importing AxClient and ObjectiveProperties...⠋Importing RandomForestRegressor...⠋Importing botorch...⠋Importing submitit...⠋Importing ax logger...⠋Importing SQL-Storage-Stuff...
Run-UUID: ec208b92-14d5-451a-944d-70425b6531d1
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⠋Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
⠋Disabling logging...⠋Setting run folder...⠋Creating folder /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0...⠋Writing revert_to_random_when_seemingly_exhausted file ...⠋Writing username state file...⠋Writing result names file...⠋Writing result min/max file...⠋Saving state files...Run-folder: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0⠋Writing live_share file if it is present...⠋Writing job_start_time file...⠋Writing git information⠋Checking max_eval...⠋Calculating number of steps...⠋Adding excluded nodes...⠋Initializing ax_client...⠋Setting orchestrator...See https://imageseg.scads.de/omniax/share?user_id=defaultuser&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=836 for live-results.You have 4 CPUs available for the main process.No CUDA devices found.Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃Name ┃Type ┃Lower bound┃Upper bound┃Values ┃Type ┃Log Scale?┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│int_param │range │-100 │10 ││int │No │
│float_param │range │-100 │10 ││float│No │
│choice_param │choice│││1, 2, 4, 8, 16, hallo│││
│int_param_two│range │-100 │10 ││int │No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃Result-Name┃Min or max?┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│RESULT │ min│
└─────────────┴─────────────┘
⠋Write files and show overview
SOBOL, best RESULT: -129943.945043444, finishing jobs, finished 1 job : 100%|██████████| 2/2 [00:22<00:00, 11.24s/it]
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃OO_Info_int_param┃OO_Info_int_param_two┃OO_Info_float_param┃OO_Info_choice_param┃int_param┃float_param ┃int_param_two┃choice_param┃RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│-64 │-85 │-8.29896628856659 │1 │-64 │-8.29896628856659│-85 │1 │-129943.945043444│
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃Number of evaluations┃Min time ┃Max time ┃Average time┃Median time┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃Iteration┃Seconds┃Jobs┃Time per job┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.017 │ 1 │ 0.017 │
│ 2 │ 0.571 │ 1 │ 0.571 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.294 │ │ │
│ Median │ 0.294 │ │ │
│ Total │ 0.587 │ │ │
│ Max │ 0.571 │ │ │
│ Min │ 0.017 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch┃Seconds┃Jobs┃Time per job┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.176 │ 1 │ 0.176 │
│ 2 │ 0.103 │ 1 │ 0.103 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.139 │ │ │
│ Median │ 0.139 │ │ │
│ Total │ 0.279 │ │ │
│ Max │ 0.176 │ │ │
│ Min │ 0.103 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, Started OmniOpt2 run...
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, getting new HP set (no sbatch)
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, eval #1/1 start
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, starting new job
2025-10-31 23:15:04 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, started new job
2025-10-31 23:15:13 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, new result: RESULT: -129943.945043
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, finishing jobs, finished 1 job
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, getting new HP set (no sbatch)
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, requested 1 jobs, got 1, 0.57 s/job
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, eval #1/1 start
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, starting new job
2025-10-31 23:15:15 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, started new job
2025-10-31 23:15:24 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, new result: RESULT: -85893.154471
2025-10-31 23:15:26 (40d85ef1-5436-42da-b528-82ed0b883187): SOBOL, best RESULT: -129943.945043444, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.176 │ 1 │ 0.176 │
│ 2 │ 0.103 │ 1 │ 0.103 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.139 │ │ │
│ Median │ 0.139 │ │ │
│ Total │ 0.279 │ │ │
│ Max │ 0.176 │ │ │
│ Min │ 0.103 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.017 │ 1 │ 0.017 │
│ 2 │ 0.571 │ 1 │ 0.571 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.294 │ │ │
│ Median │ 0.294 │ │ │
│ Total │ 0.587 │ │ │
│ Max │ 0.571 │ │ │
│ Min │ 0.017 │ │ │
└───────────┴─────────┴──────┴──────────────┘
