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)
| x | y | z | a | RESULT |
|---|
| -951.9431963562965 | 709.828432649374 | 904.2047429829836 | -955.6894339621067 | -31439600.6961096 |
Job Summary per Generation Node
| Generation Node | Total | COMPLETED |
|---|
| SOBOL | 1 | 1 |
| BOTORCH_MODULAR | 1 | 1 |
Experiment parameters
| Name | Type | Lower bound | Upper bound | Type | Log Scale? |
|---|
| x | range | -1000 | 1000 | float | No |
| y | range | -1000 | 1000 | float | No |
| z | range | -1000 | 1000 | float | No |
| a | range | -1000 | 1000 | float | No |
Number of evaluations
| Failed |
Succeeded |
Running |
Total |
| 0 |
2 |
0 |
2 |
Result names and types
Last progressbar status
2026-05-09 10:40:36 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -31439600.6961096, finishing jobs, finished 1 job
Git-Version
Commit: a1bc6c3dfabaef22cd17c850ed369173536efba5 (9298-2-ga1bc6c3df)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1778323215,2,4b47ec85-9371-4053-bc5d-3c40748b0cc0,1778323217,1778323223,6,.tests/optimization_example_all_float --x=750.40471553802490234375 --y=-58.791637420654296875 --z=-559.29642915725708007812 --a=567.83735752105712890625,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-11953320.5436665005981922149658203125,750.40471553802490234375,-58.791637420654296875,-559.296429157257080078125,567.83735752105712890625
1,1778323226,2,4b47ec85-9371-4053-bc5d-3c40748b0cc0,1778323228,1778323234,6,.tests/optimization_example_all_float --x=-951.94319635629653930664 --y=709.82843264937400817871 --z=904.20474298298358917236 --a=-955.68943396210670471191,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-31439600.696109600365161895751953125,-951.943196356296539306640625,709.8284326493740081787109375,904.20474298298358917236328125,-955.6894339621067047119140625
========================================================================
Current git-hash: a1bc6c3dfabaef22cd17c850ed369173536efba5 (last fully tested stable version 2 commits ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:40:13] 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]`.
Run-UUID: 8409889e-6ed6-4a1a-9bd1-ffa08816a254
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
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omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=1 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_all_float --x=%(x) --y=%(y) --z=%(z) --a=%(a)
Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x │ range │ -1000 │ 1000 │ float │ No │
│ y │ range │ -1000 │ 1000 │ float │ No │
│ z │ range │ -1000 │ 1000 │ float │ No │
│ a │ range │ -1000 │ 1000 │ float │ 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)
┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ a ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -951.9431963562965 │ 709.828432649374 │ 904.2047429829836 │ -955.6894339621067 │ -31439600.6961096 │
└────────────────────┴──────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.456 │ 1 │ 0.456 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.240 │ │ │
│ Median │ 0.240 │ │ │
│ Total │ 0.479 │ │ │
│ Max │ 0.456 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.118 │ 1 │ 0.118 │
│ 2 │ 0.066 │ 1 │ 0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.092 │ │ │
│ Median │ 0.092 │ │ │
│ Total │ 0.183 │ │ │
│ Max │ 0.118 │ │ │
│ Min │ 0.066 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, Started OmniOpt2 run...
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, eval #1/1 start
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, starting new job
2026-05-09 10:40:15 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, started new job
2026-05-09 10:40:24 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, new result: RESULT: -11953320.543667
2026-05-09 10:40:25 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): SOBOL, best RESULT: -11953320.5436665, finishing jobs, finished 1 job
2026-05-09 10:40:26 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, getting new HP set (no sbatch)
2026-05-09 10:40:26 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, requested 1 jobs, got 1, 0.46 s/job
2026-05-09 10:40:26 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, eval #1/1 start
2026-05-09 10:40:26 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, starting new job
2026-05-09 10:40:26 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, started new job
2026-05-09 10:40:35 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -11953320.5436665, new result: RESULT: -31439600.696110
2026-05-09 10:40:36 (4b47ec85-9371-4053-bc5d-3c40748b0cc0): BOTORCH_MODULAR, best RESULT: -31439600.6961096, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.118 │ 1 │ 0.118 │
│ 2 │ 0.066 │ 1 │ 0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.092 │ │ │
│ Median │ 0.092 │ │ │
│ Total │ 0.183 │ │ │
│ Max │ 0.118 │ │ │
│ Min │ 0.066 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.456 │ 1 │ 0.456 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.240 │ │ │
│ Median │ 0.240 │ │ │
│ Total │ 0.479 │ │ │
│ Max │ 0.456 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview
| Key | Value |
|---|
| config_yaml | None |
| config_toml | None |
| config_json | None |
| num_random_steps | 1 |
| max_eval | 2 |
| run_program | [['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK']] |
| experiment_name | example_all_float |
| mem_gb | 4 |
| parameter | [['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range', '-1000', '1000', 'float'], ['a', 'range', '-1000', |
| '1000', 'float']] |
| 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 | /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 | 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 |
| 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 | 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 | 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
1778323213,741.49609375,28.2
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -31439600.6961 | -11953320.5437 | -21696460.6199 | 9743140.0762 | 2 |
| x | -951.9432 | 750.4047 | -100.7692 | 851.174 | 2 |
| y | -58.7916 | 709.8284 | 325.5184 | 384.31 | 2 |
| z | -559.2964 | 904.2047 | 172.4542 | 731.7506 | 2 |
| a | -955.6894 | 567.8374 | -193.926 | 761.7634 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-05-09 10:40:16,006) - Starting with JobEnvironment(job_id=122133, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:40:16,006) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/122133/122133_submitted.pkl
Trial-Index: 0
Parameters: {"x": 750.4047155380249, "y": -58.7916374206543, "z": -559.2964291572571, "a": 567.8373575210571}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=750.40471553802490234375 --y=-58.791637420654296875 --z=-559.29642915725708007812 --a=567.83735752105712890625
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778321033.8737001
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778323217.449572
Last modification: 1778321033.8737001
Hostname: runnervmrc6n4
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=750.40471553802490234375 --y=-58.791637420654296875 --z=-559.29642915725708007812 --a=567.83735752105712890625
stdout:
x: 750.40471553802490234375
y: -58.791637420654296875
z: -559.29642915725708007812
a: 567.83735752105712890625
RESULT: -11953320.5436665
stderr was empty
Result: {'RESULT': -11953320.5436665}
Final-results: {'RESULT': -11953320.5436665}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:40:23,471) - Job completed successfully
submitit INFO (2026-05-09 10:40:23,471) - Exiting after successful completion
