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 -999.4695745408535 -781.9884866476059 -876.3235583901405 -934.1391883790493 -32853885.6204277
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
2026-08-10 07:21:20 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -32853885.6204277, ▁█, finishing jobs, finished 1 job Git-Version
Commit: 0ee5cf254f714a0b95d0209083fdd2f6d3da19f7 (9429-1-g0ee5cf254)
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
0,1786346458,2,05c4bb48-0d88-405c-8e9d-30613783227a,1786346460,1786346466,6,.tests/optimization_example_all_float --x=-133.95100831985473632812 --y=649.90723133087158203125 --z=981.12213611602783203125 --a=506.401538848876953125,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-16407247.0318515002727508544921875,-133.951008319854736328125,649.90723133087158203125,981.12213611602783203125,506.401538848876953125
1,1786346470,1,05c4bb48-0d88-405c-8e9d-30613783227a,1786346471,1786346477,6,.tests/optimization_example_all_float --x=-999.46957454085350036621 --y=-781.98848664760589599609 --z=-876.32355839014053344727 --a=-934.13918837904930114746,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-32853885.6204277016222476959228515625,-999.4695745408535003662109375,-781.98848664760589599609375,-876.323558390140533447265625,-934.1391883790493011474609375
========================================================================
/span>Current git-hash: 0ee5cf254f714a0b95d0209083fdd2f6d3da19f7 (last fully tested stable version 1 commit ago [a8b8249cb96b9a463ce0aacb00c08f5e88f4a047, 9429])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 08-10 07:20:55] 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]`.
Run-UUID: 3350b8e8-1201-42df-bc42-113b3da9fe09
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
___________________________________
| OmniOpt2 - When in doubt, optimize! |
===================================
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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 --disable_notifications
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=79 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -999.4695745408535 │ -781.9884866476059 │ -876.3235583901405 │ -934.1391883790493 │ -32853885.6204277 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.302 │ 1 │ 0.302 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.163 │ │ │
│ Median │ 0.163 │ │ │
│ Total │ 0.326 │ │ │
│ Max │ 0.302 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.138 │ 1 │ 0.138 │
│ 2 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.110 │ │ │
│ Median │ 0.110 │ │ │
│ Total │ 0.220 │ │ │
│ Max │ 0.138 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭─ ────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 32s │
│ 🏆 Best RESULT: -32853885.6204277 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🤖 Model: BOTORCH_MODULAR │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, Started OmniOpt2 run...
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, getting new HP set (no sbatch)
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, eval #1/1 start
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, starting new job
2026-08-10 07:20:58 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, started new job
2026-08-10 07:21:07 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, new result: RESULT: -16407247.031852
2026-08-10 07:21:09 (05c4bb48-0d88-405c-8e9d-30613783227a): SOBOL, best RESULT: -16407247.0318515, finishing jobs, finished 1 job
2026-08-10 07:21:09 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, getting new HP set (no sbatch)
2026-08-10 07:21:09 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, requested 1 jobs, got 1, 0.30 s/job
2026-08-10 07:21:09 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, eval #1/1 start
2026-08-10 07:21:10 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, starting new job
2026-08-10 07:21:10 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, started new job
2026-08-10 07:21:19 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -16407247.0318515, new result: RESULT: -32853885.620428
2026-08-10 07:21:20 (05c4bb48-0d88-405c-8e9d-30613783227a): BOTORCH_MODULAR, best RESULT: -32853885.6204277, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.138 │ 1 │ 0.138 │
│ 2 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.110 │ │ │
│ Median │ 0.110 │ │ │
│ Total │ 0.220 │ │ │
│ Max │ 0.138 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.302 │ 1 │ 0.302 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.163 │ │ │
│ Median │ 0.163 │ │ │
│ Total │ 0.326 │ │ │
│ Max │ 0.302 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview Key Value config_yaml None config_toml None config_json None num_random_steps 1 max_eval 2 run_program [['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYS… 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 disable_notifications True dump_config None 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
1786346455,753.33203125,28.2
! No notable correlations between parameters were found (threshold: |r| > 0.3).Top-5 Best Results Parameter Sensitivity Ranking Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 2 RESULT -32853885.6204 -16407247.0319 -24630566.3261 8223319.2943 2 x -999.4696 -133.951 -566.7103 432.7593 2 y -781.9885 649.9072 -66.0406 715.9479 2 z -876.3236 981.1221 52.3993 928.7228 2 a -934.1392 506.4015 -213.8688 720.2704 2
0 (7s, RESULT: -16407247.0318515)
1 (7s, RESULT: -32853885.6204277)
submitit INFO (2026-08-10 07:20:59,008 ) - Starting with JobEnvironment(job_id=107588, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 07:20:59,009 ) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/107588/107588_submitted.pkl
Trial-Index: 0
Parameters: {"x": -133.95100831985474, "y": 649.9072313308716, "z": 981.1221361160278, "a": 506.40153884887695}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=-133.95100831985473632812 --y=649.90723133087158203125 --z=981.12213611602783203125 --a=506.401538848876953125
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786344169.0913792
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786346460.581871
Last modification: 1786344169.0913792
Hostname: runnervmliwqe
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=-133.95100831985473632812 --y=649.90723133087158203125 --z=981.12213611602783203125 --a=506.401538848876953125
stdout:
x: -133.95100831985473632812
y: 649.90723133087158203125
z: 981.12213611602783203125
a: 506.401538848876953125
RESULT: -16407247.0318515
stderr was empty
Result: {'RESULT': -16407247.0318515}
Final-results: {'RESULT': -16407247.0318515}
EXIT_CODE: 0
submitit INFO (2026-08-10 07:21:06,606 ) - Job completed successfully
submitit INFO (2026-08-10 07:21:06,606 ) - Exiting after successful completion
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