Experiment overview
| Setting | Value |
|---|
| Max. nr. evaluations | 2 |
| Number random steps | 2 |
| Number random steps (from arguments) | 20 |
| Nr. of workers (parameter) | 20 |
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 |
|---|
| -44 | -74 | 7.363797426223754 | 2 | -44 | 7.363797426223755 | -74 | 2 | -86060.7953827222 |
Job Summary per Generation Node
| Generation Node | Total | COMPLETED |
|---|
| SOBOL | 2 | 2 |
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
2026-04-12 05:38:15 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, finishing jobs, finished 1 job
Git-Version
Commit: 3669a7dd9138090647baf283e6316589853bd460 (9282)
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
0,1775972274,2,086d1bb1-2f51-42f7-9233-07ac3cc835a2,1775972276,1775972282,6,./.tests/optimization_example --int_param='-44' --float_param='7.36379742622375488281' --choice_param='2' --int_param_two='-74',0,,runnervm35a4x,-44,-74,7.363797426223753994634080299875,2,0_0,COMPLETED,SOBOL,-86060.795382722193608060479164123535,-44,7.3637974262237548828125,-74,2
1,1775972285,1,086d1bb1-2f51-42f7-9233-07ac3cc835a2,1775972286,1775972292,6,./.tests/optimization_example --int_param='-47' --float_param='-53.58720004558563232422' --choice_param='1' --int_param_two='2',0,,runnervm35a4x,-47,2,-53.58720004558563232421875,1,1_0,COMPLETED,SOBOL,-61925.52009181470202747732400894165,-47,-53.58720004558563232421875,2,1
========================================================================
Current git-hash: 3669a7dd9138090647baf283e6316589853bd460 (version: 9282)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 04-12 05:37:50] ax.storage.sqa_store.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]`.
Run-UUID: 26c08053-f5f0-4cae-87ea-d13eaf9e0224
_________________________________________________
/ \
| OmniOpt2 - Dialing in parameters like Homer Simps |
| on at an all-you-can-eat buffet - endless tweaks! |
\ /
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omniopt --config_json=.tests/example_config_cpu.json --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__&run_nr=89 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
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 │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -44 │ -74 │ 7.363797426223754 │ 2 │ -44 │ 7.363797426223755 │ -74 │ 2 │ -86060.7953827222 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, Started OmniOpt2 run...
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, getting new HP set (no sbatch)
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, eval #1/1 start
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, starting new job
2026-04-12 05:37:54 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, started new job
2026-04-12 05:38:03 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, new result: RESULT: -86060.795383
2026-04-12 05:38:04 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, finishing jobs, finished 1 job
2026-04-12 05:38:04 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, getting new HP set (no sbatch)
2026-04-12 05:38:05 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, requested 1 jobs, got 1, 0.10 s/job
2026-04-12 05:38:05 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, eval #1/1 start
2026-04-12 05:38:05 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, starting new job
2026-04-12 05:38:05 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, started new job
2026-04-12 05:38:14 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, new result: RESULT: -61925.520092
2026-04-12 05:38:15 (086d1bb1-2f51-42f7-9233-07ac3cc835a2): SOBOL, best RESULT: -86060.7953827222, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.243 │ 1 │ 0.243 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.164 │ │ │
│ Median │ 0.164 │ │ │
│ Total │ 0.328 │ │ │
│ Max │ 0.243 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.048 │ 1 │ 0.048 │
│ 2 │ 0.102 │ 1 │ 0.102 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.075 │ │ │
│ Median │ 0.075 │ │ │
│ Total │ 0.151 │ │ │
│ Max │ 0.102 │ │ │
│ Min │ 0.048 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | .tests/example_config_cpu.json |
| num_random_steps | 20 |
| max_eval | 2 |
| run_program | ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' |
| --int_param_two='%(int_param_two)' |
| experiment_name | __main__tests__ |
| mem_gb | 4 |
| parameter | [{'param': ['int_param', 'range', '-100', '10', 'int']}, {'param': ['float_param', 'range', '-100', '10', 'float']}, {'param': ['choice_param', |
| 'choice', '1,2,4,8,16,hallo']}, {'auto_exclude_defective_hosts': True, 'model': 'BOTORCH_MODULAR', 'num_random_steps': 1, 'param': ['int_param_two', |
| 'range', -100, 10, 'int']}] |
| continue_previous_job | None |
| experiment_constraints | None |
| run_dir | runs |
| seed | None |
| verbose_tqdm | False |
| model | None |
| gridsearch | False |
| occ | False |
| show_sixel_scatter | False |
| show_sixel_general | False |
| show_sixel_trial_index_result | False |
| follow | True |
| send_anonymized_usage_stats | False |
| ui_url | None |
| root_venv_dir | /home/runner |
| 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 | False |
| 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 |
| nr_evals_per_arm | 1 |
| 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 | 20 |
| 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 | False |
| 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
1775972272,769.046875,26.8
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| OO_Info_int_param | -47 | -44 | -45.5 | 1.5 | 2 |
| OO_Info_int_param_two | -74 | 2 | -36 | 38 | 2 |
| OO_Info_float_param | -53.5872 | 7.3638 | -23.1117 | 30.4755 | 2 |
| OO_Info_choice_param | 1 | 2 | 1.5 | 0.5 | 2 |
| RESULT | -86060.7954 | -61925.5201 | -73993.1577 | 12067.6376 | 2 |
| int_param | -47 | -44 | -45.5 | 1.5 | 2 |
| float_param | -53.5872 | 7.3638 | -23.1117 | 30.4755 | 2 |
| int_param_two | -74 | 2 | -36 | 38 | 2 |
| choice_param | 1 | 2 | 1.5 | 0.5 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-04-12 05:37:54,724) - Starting with JobEnvironment(job_id=90242, hostname=runnervm35a4x, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-04-12 05:37:54,725) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2/single_runs/90242/90242_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": -44, "float_param": 7.363797426223755, "int_param_two": -74, "choice_param": 2}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-44' --float_param='7.36379742622375488281' --choice_param='2' --int_param_two='-74'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1775970737.6642728
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1775971330.1785324
Last modification: 1775970737.6642728
Hostname: runnervm35a4x
========
DEBUG INFOS END
./.tests/optimization_example --int_param='-44' --float_param='7.36379742622375488281' --choice_param='2' --int_param_two='-74'
stdout:
OO-Info: int_param: -44
OO-Info: int_param_two: -74
OO-Info: float_param: 7.36379742622375488281
OO-Info: choice_param: 2
RESULT: -86060.7953827222
stderr was empty
Result: {'RESULT': -86060.7953827222}
Final-results: {'RESULT': -86060.7953827222}
EXIT_CODE: 0
submitit INFO (2026-04-12 05:38:02,123) - Job completed successfully
submitit INFO (2026-04-12 05:38:02,123) - Exiting after successful completion
