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 -899.2524072527885 -943.7134489417076 977.3179162293673 600.8568443357944 -30180051.5073624
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 19:38:49 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -30180051.5073624, ▁█, finishing jobs, finished 1 job Git-Version
Commit: 1d8438942b0dad3870060c63f9266acf9bdf359b (9405-7-g1d8438942)
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
0,1784576310,2,5a67b21d-45ff-4cbc-b011-2eff93d95f94,1784576312,1784576318,6,.tests/optimization_example_all_float --x=594.31064128875732421875 --y=820.54913043975830078125 --z=-759.86576080322265625 --a=-896.3084742426872253418,0,,runnervm76tkm,0_0,COMPLETED,SOBOL,-24096017.8366842009127140045166015625,594.31064128875732421875,820.54913043975830078125,-759.86576080322265625,-896.308474242687225341796875
1,1784576320,1,5a67b21d-45ff-4cbc-b011-2eff93d95f94,1784576321,1784576327,6,.tests/optimization_example_all_float --x=-899.25240725278854370117 --y=-943.71344894170761108398 --z=977.31791622936725616455 --a=600.85684433579444885254,0,,runnervm76tkm,1_0,COMPLETED,BOTORCH_MODULAR,-30180051.5073623992502689361572265625,-899.252407252788543701171875,-943.713448941707611083984375,977.31791622936725616455078125,600.8568443357944488525390625
========================================================================
Current git-hash: 1d8438942b0dad3870060c63f9266acf9bdf359b (last fully tested stable version 7 commits ago [b9f1e470f24bdacf974e4cf9defd5b88ea683b32, 9405])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 07-20 19:38:28] 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: 14c5bacf-d2a4-43b7-b42d-baff4d25f3f7
/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 - Unlocking the secrets of the grid. |
=============================================
\
\
\
\
,.
(_|,.
,' /, )_______ _
__j o``-' `.'-)'
(") \'
`-j |
`-._( /
|_\ |--^. /
/_]'|_| /_)_/
/_]' /_]'
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=162 for live-results.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
You have 4 CPUs available for the main process. No CUDA devices found.
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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -899.2524072527885 │ -943.7134489417076 │ 977.3179162293673 │ 600.8568443357944 │ -30180051.5073624 │
└────────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │ 0.018 │ 1 │ 0.018 │
│ 2 │ 0.225 │ 1 │ 0.225 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.122 │ │ │
│ Median │ 0.122 │ │ │
│ Total │ 0.243 │ │ │
│ Max │ 0.225 │ │ │
│ Min │ 0.018 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.072 │ 1 │ 0.072 │
│ 2 │ 0.055 │ 1 │ 0.055 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.063 │ │ │
│ Median │ 0.063 │ │ │
│ Total │ 0.127 │ │ │
│ Max │ 0.072 │ │ │
│ Min │ 0.055 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭─ ────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 26s │
│ 🏆 Best RESULT: -30180051.5073624 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🤖 Model: BOTORCH_MODULAR │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, Started OmniOpt2 run...
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, getting new HP set (no sbatch)
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, eval #1/1 start
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, starting new job
2026-07-20 19:38:30 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, started new job
2026-07-20 19:38:38 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, new result: RESULT: -24096017.836684
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): SOBOL, best RESULT: -24096017.8366842, finishing jobs, finished 1 job
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, getting new HP set (no sbatch)
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, requested 1 jobs, got 1, 0.23 s/job
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, eval #1/1 start
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, starting new job
2026-07-20 19:38:40 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, started new job
2026-07-20 19:38:48 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -24096017.8366842, new result: RESULT: -30180051.507362
2026-07-20 19:38:49 (5a67b21d-45ff-4cbc-b011-2eff93d95f94): BOTORCH_MODULAR, best RESULT: -30180051.5073624, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.072 │ 1 │ 0.072 │
│ 2 │ 0.055 │ 1 │ 0.055 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.063 │ │ │
│ Median │ 0.063 │ │ │
│ Total │ 0.127 │ │ │
│ Max │ 0.072 │ │ │
│ Min │ 0.055 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.018 │ 1 │ 0.018 │
│ 2 │ 0.225 │ 1 │ 0.225 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.122 │ │ │
│ Median │ 0.122 │ │ │
│ Total │ 0.243 │ │ │
│ Max │ 0.225 │ │ │
│ Min │ 0.018 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1784576308,753.3359375,29.7
! 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 -30180051.5074 -24096017.8367 -27138034.672 3042016.8353 2 x -899.2524 594.3106 -152.4709 746.7815 2 y -943.7134 820.5491 -61.5822 882.1313 2 z -759.8658 977.3179 108.7261 868.5918 2 a -896.3085 600.8568 -147.7258 748.5827 2
0 (8s, RESULT: -24096017.8366842)
1 (7s, RESULT: -30180051.5073624)
submitit INFO (2026-07-20 19:38:30,939 ) - Starting with JobEnvironment(job_id=121383, hostname=runnervm76tkm, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-20 19:38:30,940 ) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/121383/121383_submitted.pkl
Trial-Index: 0
Parameters: {"x": 594.3106412887573, "y": 820.5491304397583, "z": -759.8657608032227, "a": -896.3084742426872}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=594.31064128875732421875 --y=820.54913043975830078125 --z=-759.86576080322265625 --a=-896.3084742426872253418
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1784574478.3446064
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784576312.0122826
Last modification: 1784574478.3446064
Hostname: runnervm76tkm
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=594.31064128875732421875 --y=820.54913043975830078125 --z=-759.86576080322265625 --a=-896.3084742426872253418
stdout:
x: 594.31064128875732421875
y: 820.54913043975830078125
z: -759.86576080322265625
a: -896.3084742426872253418
RESULT: -24096017.8366842
stderr was empty
Result: {'RESULT': -24096017.8366842}
Final-results: {'RESULT': -24096017.8366842}
EXIT_CODE: 0
submitit INFO (2026-07-20 19:38:38,027 ) - Job completed successfully
submitit INFO (2026-07-20 19:38:38,027 ) - Exiting after successful completion
Click here to enable the export (reloads the site)
