Current git-hash: 727198969860ccc51228f9327261f5373dd511e0
⠋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 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...⠋Parsing arguments...⠙Importing torch...⠋Importing numpy...
[WARNING 09-02 06:58:55] 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: 750cb7ec-69ac-4249-b20a-7a361be2fa9a
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o O O o o o O o o O O o O O
`o O' o O O O o O `o O' o O o .O
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o'
⠋Writing worker creation log...
./omniopt --partition=alpha --experiment_name=small_test_experiment --mem_gb=1 --time=60 --worker_timeout=60 --max_eval=5 --num_parallel_jobs=5 --gpus=1 --num_random_steps=2 --follow --live_share --send_anonymized_usage_stats --result_names 'RESULT=min' --run_program='ZWNobyAiUkVTVUxUOiAlKHgpJSh5KSI=' --cpus_per_task=1 --nodes_per_job=1 --revert_to_random_when_seemingly_exhausted --model=BOTORCH_MODULAR --n_estimators_randomforest=100 --run_mode=local --occ_type=euclid --main_process_gb=8 --max_nr_of_zero_results=50 --slurm_signal_delay_s=0 --max_failed_jobs=0 --max_attempts_for_generation=20 --num_restarts=20 --raw_samples=1024 --max_abandoned_retrial=20 --max_num_of_parallel_sruns=16 --number_of_generators=1 --generate_all_jobs_at_once --parameter x range 123 1000 int false --parameter y range 5431 1234 float false
⠋Disabling logging...⠋Setting run folder...⠋Creating folder /home/norman/test/randomtest_20637/omniopt/runs/small_test_experiment/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: /home/norman/test/randomtest_20637/omniopt/runs/small_test_experiment/0Lower bound (5431.0) was larger than upper bound (1234.0) for parameter 'y'. Switched them.⠋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...⠋Setting global generation strategy⠋Initializing ax_client...⠋Setting orchestrator...See https://imageseg.scads.de/omniax/share?user_id=norman&experiment_name=small_test_experiment&run_nr=7 for live-results.⠏Initializing live share...⠏Initializing live share...You have 20 CPUs available for the main process.Using CUDA device NVIDIA GeForce RTX 4060 Ti.Generation strategy: SOBOL for 2 steps and then BOTORCH_MODULAR for 3 steps.
Run-Program: echo "RESULT: %(x)%(y)"
Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃Name┃Type ┃Lower bound┃Upper bound┃Type ┃Log Scale?┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│x │range│123 │1000 │int │No │
│y │range│1234 │5431 │float│No │
└──────┴───────┴─────────────┴─────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃Result-Name┃Min or max?┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│RESULT │ min│
└─────────────┴─────────────┘
⠋Write files and show overview
SOBOL, best RESULT: 1231924.0001755853, finishing jobs, finished 1 job : 100%|██████████| 5/5 [02:03<00:00, 24.60s/it]
Best RESULT, min (total: 5)
┏━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┓
┃x ┃y ┃RESULT ┃
┡━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━┩
│123│1924.0001755852763│1231924.0001755853│
└─────┴────────────────────┴────────────────────┘
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃Number of evaluations┃Min time ┃Max time ┃Average time┃Median time┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 5 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, Started OmniOpt2 run...
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, getting new HP set (no sbatch)
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, eval #1/1 start
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, starting new job
2025-09-02 06:59:11 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, started new job
2025-09-02 06:59:20 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, new result: 7635035.043151736
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, finishing jobs, finished 1 job
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, getting new HP set (no sbatch)
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, requested 1 jobs, got 1, 0.04 s/job
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, eval #1/1 start
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, starting new job
2025-09-02 06:59:32 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, started new job
2025-09-02 06:59:41 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 7635035.043151736, new result: 1443195.2391880266
2025-09-02 06:59:56 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, finishing jobs, finished 1 job
2025-09-02 06:59:57 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, getting new HP set (no sbatch)
2025-09-02 06:59:57 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, requested 1 jobs, got 1, 0.70 s/job
2025-09-02 06:59:57 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, eval #1/1 start
2025-09-02 06:59:57 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, starting new job
2025-09-02 06:59:57 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, started new job
2025-09-02 07:00:06 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1443195.2391880266, new result: 1231924.0001755853
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, finishing jobs, finished 1 job
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, getting new HP set (no sbatch)
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, requested 1 jobs, got 1, 0.56 s/job
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, eval #1/1 start
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, starting new job
2025-09-02 07:00:19 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, started new job
2025-09-02 07:00:28 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, new result: 2881234.0
2025-09-02 07:00:48 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, finishing jobs, finished 1 job
2025-09-02 07:00:49 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, getting new HP set (no sbatch)
2025-09-02 07:00:49 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, requested 1 jobs, got 1, 0.57 s/job
2025-09-02 07:00:49 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, eval #1/1 start
2025-09-02 07:00:49 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, starting new job
2025-09-02 07:00:49 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, started new job
2025-09-02 07:00:58 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, new result: 1235431.0
2025-09-02 07:01:14 (6f2081dd-a1ec-4bb3-b110-68072712d8b4): SOBOL, best RESULT: 1231924.0001755853, finishing jobs, finished 1 job
Best value: 1231924.0001756
Achieved at:
- run_time = 6
- x = 123
- y = 1924.0001755853
Parameter statistics
Parameter
Min
Max
Mean
Std Dev
Count
run_time
6
6
6
0
5
RESULT
1231924.0002
7635035.0432
2885363.8565
2453380.751
5
x
123
763
288.2
245.2798
5
y
1234
5431
3363.8565
1655.5273
5
Show SLURM-Job-ID (if it exists)
/home/norman/.omniax_venvs/Python_3.13.5/x86_64/lib/python3.13/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
import pkg_resources
submitit INFO (2025-09-02 06:59:11,934) - Starting with JobEnvironment(job_id=734071, hostname=workstation, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-09-02 06:59:11,934) - Loading pickle: /home/norman/test/randomtest_20637/omniopt/runs/small_test_experiment/0/single_runs/734071/734071_submitted.pkl
Parameters: {"x": 763, "y": 5035.0431517362595}
Debug-Infos:
echo "RESULT: 7635035.04315173625946044922"
stdout:
RESULT: 7635035.04315173625946044922
stderr was empty
Result: {'RESULT': 7635035.043151736}
Final-results: {'RESULT': 7635035.043151736}
EXIT_CODE: 0
submitit INFO (2025-09-02 06:59:19,334) - Job completed successfully
submitit INFO (2025-09-02 06:59:19,334) - Exiting after successful completion
