Experiment overview
| Setting | Value |
|---|
| Model for non-random steps | BOTORCH_MODULAR |
| Max. nr. evaluations | 2 |
| Number random steps | 1 |
| Nr. of workers (parameter) | 1 |
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 |
|---|
| -93 | -14 | -93.67771285059267 | 4 | -93 | -93.6777128505927 | -14 | 4 | -197295.43013424 |
Job Summary per Generation Node
| Generation Node | Total | COMPLETED |
| SOBOL | 1 | 1 |
| BOTORCH_MODULAR | 1 | 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 |
Number of evaluations
| Failed |
Succeeded |
Running |
Total |
| 0 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2025-10-28 08:37:16 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -197295.43013424, finishing jobs, finished 1 job
Git-Version
Commit: 8b4a698f66f8f8797ba9bb0c1fd59ffce4e60e11 (8933-1-g8b4a698f6)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1761640612,2,21a672a6-eb04-46eb-8167-d1cb163eb7dc,1761640614,1761640620,6,./.tests/optimization_example --int_param='8' --float_param='-1.25875532627105712891' --choice_param='8' --int_param_two='-54' --nr_results=1,0,,c915299a9587,8,-54,-1.25875532627105712890625,8,0_0,COMPLETED,SOBOL,-35053.440182341299077961593866348267,8,-1.25875532627105712890625,-54,8
1,1761640625,2,21a672a6-eb04-46eb-8167-d1cb163eb7dc,1761640627,1761640633,6,./.tests/optimization_example --int_param='-93' --float_param='-93.6777128505926981461' --choice_param='4' --int_param_two='-14' --nr_results=1,0,,c915299a9587,-93,-14,-93.677712850592669724392180796713,4,1_0,COMPLETED,BOTORCH_MODULAR,-197295.430134240014012902975082397461,-93,-93.67771285059269814610161120072,-14,4
========================================================================
Current git-hash: 8b4a698f66f8f8797ba9bb0c1fd59ffce4e60e11 (last fully tested stable version 1 commit ago [b53fd58fe62c0fdb2f4ed3003cc5ef196cdb47be, 8933])
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 10-28 08:36:47] 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: d0522520-4f4b-4f87-b9d4-7245be64db3d
__________________________________________
| OmniOpt2 - Precision tuning, no shortcuts. |
==========================================
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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=708 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: -197295.43013424, finishing jobs, finished 1 job : 100%|██████████| 2/2 [00:23<00:00, 11.82s/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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -93 │ -14 │ -93.67771285059267 │ 4 │ -93 │ -93.6777128505927 │ -14 │ 4 │ -197295.43013424 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┘
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 │ 0.016 │ 1 │ 0.016 │
│ 2 │ 0.549 │ 1 │ 0.549 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.282 │ │ │
│ Median │ 0.282 │ │ │
│ Total │ 0.564 │ │ │
│ Max │ 0.549 │ │ │
│ Min │ 0.016 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.175 │ 1 │ 0.175 │
│ 2 │ 0.101 │ 1 │ 0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.138 │ │ │
│ Median │ 0.138 │ │ │
│ Total │ 0.275 │ │ │
│ Max │ 0.175 │ │ │
│ Min │ 0.101 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-28 08:36:52 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, Started OmniOpt2 run...
2025-10-28 08:36:52 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, getting new HP set (no sbatch)
2025-10-28 08:36:52 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-28 08:36:52 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, eval #1/1 start
2025-10-28 08:36:52 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, starting new job
2025-10-28 08:36:53 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, started new job
2025-10-28 08:37:02 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, new result: RESULT: -35053.440182
2025-10-28 08:37:04 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, finishing jobs, finished 1 job
2025-10-28 08:37:05 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, getting new HP set (no sbatch)
2025-10-28 08:37:05 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, requested 1 jobs, got 1, 0.55 s/job
2025-10-28 08:37:05 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, eval #1/1 start
2025-10-28 08:37:05 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, starting new job
2025-10-28 08:37:05 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, started new job
2025-10-28 08:37:14 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -35053.4401823413, new result: RESULT: -197295.430134
2025-10-28 08:37:16 (21a672a6-eb04-46eb-8167-d1cb163eb7dc): SOBOL, best RESULT: -197295.43013424, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.175 │ 1 │ 0.175 │
│ 2 │ 0.101 │ 1 │ 0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.138 │ │ │
│ Median │ 0.138 │ │ │
│ Total │ 0.275 │ │ │
│ Max │ 0.175 │ │ │
│ Min │ 0.101 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.016 │ 1 │ 0.016 │
│ 2 │ 0.549 │ 1 │ 0.549 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.282 │ │ │
│ Median │ 0.282 │ │ │
│ Total │ 0.564 │ │ │
│ Max │ 0.549 │ │ │
│ Min │ 0.016 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | None |
| num_random_steps | 1 |
| max_eval | 2 |
| run_program | [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p… |
| experiment_name | __main__tests__BOTORCH_MODULAR___nogridsearch |
| mem_gb | 4 |
| parameter | [['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'], |
| ['int_param_two', 'range', '-100', '10', 'int']] |
| continue_previous_job | None |
| experiment_constraints | None |
| run_dir | runs |
| seed | None |
| verbose_tqdm | False |
| model | BOTORCH_MODULAR |
| gridsearch | False |
| occ | False |
| show_sixel_scatter | False |
| show_sixel_general | False |
| show_sixel_trial_index_result | False |
| follow | True |
| send_anonymized_usage_stats | True |
| ui_url | None |
| root_venv_dir | /root |
| exclude | None |
| main_process_gb | 8 |
| max_nr_of_zero_results | 10 |
| abbreviate_job_names | False |
| orchestrator_file | None |
| checkout_to_latest_tested_version | False |
| live_share | True |
| disable_tqdm | False |
| disable_previous_job_constraint | False |
| workdir | |
| occ_type | euclid |
| result_names | ['RESULT=min'] |
| minkowski_p | 2 |
| signed_weighted_euclidean_weights | |
| generation_strategy | None |
| generate_all_jobs_at_once | True |
| revert_to_random_when_seemingly_exhausted | False |
| load_data_from_existing_jobs | [] |
| n_estimators_randomforest | 100 |
| max_attempts_for_generation | 20 |
| external_generator | None |
| username | None |
| max_failed_jobs | None |
| num_cpus_main_job | None |
| calculate_pareto_front_of_job | [] |
| show_generate_time_table | True |
| force_choice_for_ranges | False |
| max_abandoned_retrial | 20 |
| share_password | None |
| dryrun | False |
| db_url | None |
| run_program_once | None |
| worker_generator_path | None |
| save_to_database | False |
| range_max_difference | 1000000 |
| skip_search | False |
| dont_warm_start_refitting | False |
| refit_on_cv | False |
| fit_out_of_design | False |
| fit_abandoned | False |
| dont_jit_compile | False |
| num_restarts | 20 |
| raw_samples | 1024 |
| max_num_of_parallel_sruns | 16 |
| no_transform_inputs | False |
| no_normalize_y | False |
| transforms | [] |
| number_of_generators | 1 |
| num_parallel_jobs | 1 |
| worker_timeout | 5 |
| slurm_use_srun | False |
| time | 60 |
| partition | alpha |
| reservation | None |
| force_local_execution | False |
| slurm_signal_delay_s | 0 |
| nodes_per_job | 1 |
| cpus_per_task | 1 |
| account | None |
| gpus | 0 |
| dependency | None |
| run_mode | local |
| verbose | False |
| verbose_break_run_search_table | False |
| debug | False |
| flame_graph | False |
| memray | False |
| no_sleep | False |
| tests | False |
| show_worker_percentage_table_at_end | False |
| auto_exclude_defective_hosts | True |
| run_tests_that_fail_on_taurus | False |
| raise_in_eval | False |
| show_ram_every_n_seconds | 0 |
| show_generation_and_submission_sixel | False |
| just_return_defaults | False |
| prettyprint | False |
| runtime_debug | False |
| debug_stack_regex | |
| debug_stack_trace_regex | None |
| show_func_name | False |
| beartype | False |
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1761640608,801.43359375,27
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| OO_Info_int_param | -93 | 8 | -42.5 | 50.5 | 2 |
| OO_Info_int_param_two | -54 | -14 | -34 | 20 | 2 |
| OO_Info_float_param | -93.6777 | -1.2588 | -47.4682 | 46.2095 | 2 |
| OO_Info_choice_param | 4 | 8 | 6 | 2 | 2 |
| RESULT | -197295.4301 | -35053.4402 | -116174.4352 | 81120.995 | 2 |
| int_param | -93 | 8 | -42.5 | 50.5 | 2 |
| float_param | -93.6777 | -1.2588 | -47.4682 | 46.2095 | 2 |
| int_param_two | -54 | -14 | -34 | 20 | 2 |
| choice_param | 4 | 8 | 6 | 2 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2025-10-28 08:37:05,414) - Starting with JobEnvironment(job_id=1219, hostname=c915299a9587, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-28 08:37:05,414) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/1219/1219_submitted.pkl
Trial-Index: 1
Parameters: {"int_param": -93, "float_param": -93.6777128505927, "int_param_two": -14, "choice_param": 4}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-93' --float_param='-93.6777128505926981461' --choice_param='4' --int_param_two='-14' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example
UID: 0
GID: 0
Status-Change-Time: 1761640551.6649158
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1761640186.3238707
Last modification: 1761640186.3238707
Hostname: c915299a9587
========
DEBUG INFOS END
./.tests/optimization_example --int_param='-93' --float_param='-93.6777128505926981461' --choice_param='4' --int_param_two='-14' --nr_results=1
stdout:
OO-Info: int_param: -93
OO-Info: int_param_two: -14
OO-Info: float_param: -93.6777128505926981461
OO-Info: choice_param: 4
RESULT: -197295.43013424
stderr was empty
Result: {'RESULT': -197295.43013424}
Final-results: {'RESULT': -197295.43013424}
EXIT_CODE: 0
submitit INFO (2025-10-28 08:37:13,033) - Job completed successfully
submitit INFO (2025-10-28 08:37:13,033) - Exiting after successful completion