Current git-hash: 727198969860ccc51228f9327261f5373dd511e0
โ Importing logging...โ Importing warnings...โ Importing argparse...โ Importing datetime...โ Importing dataclass...โ Importing socket...โ Importing stat...โ Importing pwd...โ Importing base64...โ Importing json...โ Importing yaml...โ Importing toml...โ Importing csv...โ Importing ast...โ Importing rich.table...โ Importing rich print...โ Importing rich.pretty...โ Importing rich.prompt...โ Importing types.FunctionType...โ Importing typing...โ Importing ThreadPoolExecutor...โ Importing submitit.LocalExecutor...โ Importing submitit.Job...โ Importing importlib.util...โ Importing platform...โ Importing inspect frame info...โ Importing pathlib.Path...โ Importing uuid...โ Importing cowsay...โ Importing shutil...โ Importing itertools.combinations...โ Importing os.listdir...โ Importing os.path...โ Importing PIL.Image...โ Importing sixel...โ Importing subprocess...โ Importing tqdm...โ Importing beartype...โ Importing statistics...โ Trying to import pyfiglet...โ Importing helpers...โ Parsing arguments...โ Importing torch...โ 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]`.
โ ธImporting ax...โ Importing ax.core.generator_run...โ Importing Cont_X_trans and Y_trans from ax.adapter.registry...โ Importing ax.core.arm...โ Importing ax.core.objective...โ Importing ax.core.Metric...โ Importing ax.exceptions.core...โ Importing ax.exceptions.generation_strategy...โ Importing CORE_DECODER_REGISTRY...โ Trying ax.generation_strategy.generation_node...โ Importing GenerationStep, GenerationStrategy from generation_strategy...โ Importing GenerationNode from generation_node...โ Importing ExternalGenerationNode...โ Importing MaxTrials...โ Importing GeneratorSpec...โ Importing Models from ax.generation_strategy.registry...โ Importing get_pending_observation_features...โ Importing load_experiment...โ Importing save_experiment...โ Importing save_experiment_to_db...โ Importing TrialStatus...โ Importing Data...โ Importing Experiment...โ Importing parameter types...โ Importing TParameterization...โ Importing pandas...โ Importing AxClient and ObjectiveProperties...โ Importing RandomForestRegressor...โ Importing botorch...โ Importing submitit...โ Importing ax logger...โ Importing SQL-Storage-Stuff...
Run-UUID: 750cb7ec-69ac-4249-b20a-7a361be2fa9a
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.O o. o .O o. .oOOo.
O o O o O O
o O o O oOo o
O o `oOOoOO. 'OoOo. O O o .oOo. 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 o .O
`OoooO' O o o o O o' `OoooO' oOoO' `oO oOoOoO
O
o'
โ 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
โ Disabling logging...โ Setting run folder...โ Creating folder /home/norman/test/randomtest_20637/omniopt/runs/small_test_experiment/0...โ Writing revert_to_random_when_seemingly_exhausted file ...โ Writing username state file...โ Writing result names file...โ Writing result min/max file...โ 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.โ Writing live_share file if it is present...โ Writing job_start_time file...โ Writing git informationโ Checking max_eval...โ Calculating number of steps...โ Adding excluded nodes...โ Setting global generation strategyโ Initializing ax_client...โ Setting orchestrator...See https://imageseg.scads.de/omniax/share?user_id=norman&experiment_name=small_test_experiment&run_nr=7 for live-results.โ Initializing live share...โ 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
โโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโ
โNameโType โLower boundโUpper boundโType โLog Scale?โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โx โrangeโ123 โ1000 โint โNo โ
โy โrangeโ1234 โ5431 โfloatโNo โ
โโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโ
Result-Names
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โResult-NameโMin or max?โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โRESULT โ minโ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
โ Write files and show overview
SOBOL, best RESULT: 1231924.0001755853, finishing jobs, finished 1 job : 100%|โโโโโโโโโโ| 5/5 [02:03<00:00, 24.60s/it]
Best RESULT, min (total: 5)
โโโโโโโณโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโ
โx โy โRESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ123โ1924.0001755852763โ1231924.0001755853โ
โโโโโโโดโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโ
Runtime Infos
โโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โNumber of evaluationsโMin time โMax time โAverage timeโMedian timeโ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 5 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
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
