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 -866.9608160853386 -846.7539995908737 -944.2196190357208 919.6536913514137 -32236803.7670266
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
2026-07-20 11:54:42 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -32236803.7670266, ▁█, finishing jobs, finished 1 job Git-Version
Commit: b9f1e470f24bdacf974e4cf9defd5b88ea683b32 (9399-6-gb9f1e470f)
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
0,1784548461,2,034dae14-627a-40dd-8a30-2e76cfca49f9,1784548463,1784548469,6,.tests/optimization_example_all_float --x=961.43543720245361328125 --y=408.61034393310546875 --z=405.666828155517578125 --a=-971.63963876664638519287,0,,runnervm76tkm,0_0,COMPLETED,SOBOL,-21912470.3973504006862640380859375,961.43543720245361328125,408.61034393310546875,405.666828155517578125,-971.63963876664638519287109375
1,1784548472,2,034dae14-627a-40dd-8a30-2e76cfca49f9,1784548474,1784548480,6,.tests/optimization_example_all_float --x=-866.9608160853385925293 --y=-846.75399959087371826172 --z=-944.21961903572082519531 --a=919.65369135141372680664,0,,runnervm76tkm,1_0,COMPLETED,BOTORCH_MODULAR,-32236803.7670265994966030120849609375,-866.960816085338592529296875,-846.75399959087371826171875,-944.2196190357208251953125,919.653691351413726806640625
========================================================================
Current git-hash: b9f1e470f24bdacf974e4cf9defd5b88ea683b32 (last fully tested stable version 6 commits ago [1da9c7062535004bc4beeb1eb73fba7ae8c5e7ca, 9399])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 07-20 11:54:18] 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: 31b19dfe-9740-4cae-9476-e19dcc7bf9ba
/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 it clicks, it sticks! |
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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/ 1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=158 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -866.9608160853386 │ -846.7539995908737 │ -944.2196190357208 │ 919.6536913514137 │ -32236803.7670266 │
└────────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.025 │ 1 │ 0.025 │
│ 2 │ 0.326 │ 1 │ 0.326 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.175 │ │ │
│ Median │ 0.175 │ │ │
│ Total │ 0.351 │ │ │
│ Max │ 0.326 │ │ │
│ Min │ 0.025 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.125 │ 1 │ 0.125 │
│ 2 │ 0.079 │ 1 │ 0.079 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.102 │ │ │
│ Median │ 0.102 │ │ │
│ Total │ 0.203 │ │ │
│ Max │ 0.125 │ │ │
│ Min │ 0.079 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭─ ────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 32s │
│ 🏆 Best RESULT: -32236803.7670266 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/results.csv │
│ 🤖 Model: BOTORCH_MODULAR │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, Started OmniOpt2 run...
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, getting new HP set (no sbatch)
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, eval #1/1 start
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, starting new job
2026-07-20 11:54:21 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, started new job
2026-07-20 11:54:30 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, new result: RESULT: -21912470.397350
2026-07-20 11:54:31 (034dae14-627a-40dd-8a30-2e76cfca49f9): SOBOL, best RESULT: -21912470.3973504, finishing jobs, finished 1 job
2026-07-20 11:54:32 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, getting new HP set (no sbatch)
2026-07-20 11:54:32 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, requested 1 jobs, got 1, 0.33 s/job
2026-07-20 11:54:32 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, eval #1/1 start
2026-07-20 11:54:32 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, starting new job
2026-07-20 11:54:32 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, started new job
2026-07-20 11:54:41 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -21912470.3973504, new result: RESULT: -32236803.767027
2026-07-20 11:54:42 (034dae14-627a-40dd-8a30-2e76cfca49f9): BOTORCH_MODULAR, best RESULT: -32236803.7670266, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.125 │ 1 │ 0.125 │
│ 2 │ 0.079 │ 1 │ 0.079 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.102 │ │ │
│ Median │ 0.102 │ │ │
│ Total │ 0.203 │ │ │
│ Max │ 0.125 │ │ │
│ Min │ 0.079 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.025 │ 1 │ 0.025 │
│ 2 │ 0.326 │ 1 │ 0.326 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.175 │ │ │
│ Median │ 0.175 │ │ │
│ Total │ 0.351 │ │ │
│ Max │ 0.326 │ │ │
│ Min │ 0.025 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1784548458,753.46484375,28.1
! 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 -32236803.767 -21912470.3974 -27074637.0822 5162166.6848 2 x -866.9608 961.4354 47.2373 914.1981 2 y -846.754 408.6103 -219.0718 627.6822 2 z -944.2196 405.6668 -269.2764 674.9432 2 a -971.6396 919.6537 -25.993 945.6467 2
0 (8s, RESULT: -21912470.3973504)
1 (8s, RESULT: -32236803.7670266)
submitit INFO (2026-07-20 11:54:21,478 ) - Starting with JobEnvironment(job_id=142318, hostname=runnervm76tkm, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-20 11:54:21,478 ) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/142318/142318_submitted.pkl
Trial-Index: 0
Parameters: {"x": 961.4354372024536, "y": 408.61034393310547, "z": 405.6668281555176, "a": -971.6396387666464}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=961.43543720245361328125 --y=408.61034393310546875 --z=405.666828155517578125 --a=-971.63963876664638519287
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1784545503.8869143
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784547787.2850413
Last modification: 1784545503.8869143
Hostname: runnervm76tkm
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=961.43543720245361328125 --y=408.61034393310546875 --z=405.666828155517578125 --a=-971.63963876664638519287
stdout:
x: 961.43543720245361328125
y: 408.61034393310546875
z: 405.666828155517578125
a: -971.63963876664638519287
RESULT: -21912470.3973504
stderr was empty
Result: {'RESULT': -21912470.3973504}
Final-results: {'RESULT': -21912470.3973504}
EXIT_CODE: 0
submitit INFO (2026-07-20 11:54:29,153 ) - Job completed successfully
submitit INFO (2026-07-20 11:54:29,153 ) - Exiting after successful completion
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