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 -964.928388595581 -521.8786392360926 936.1415114253759 985.9952237457037 -30484510.063873
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
2026-05-30 12:33:04 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -30484510.063873, ▁█, finishing jobs, finished 1 job Git-Version
Commit: a5fe84780bee60396b013851f99c0638ac167093 (9342-1-ga5fe84780)
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
0,1780144362,2,6a7cae61-b672-4e09-825f-dec1060e3f6f,1780144364,1780144370,6,.tests/optimization_example_all_float --x=748.3694553375244140625 --y=63.64142894744873046875 --z=-255.7814121246337890625 --a=50.95136165618896484375,0,,runnervm3jyl0,0_0,COMPLETED,SOBOL,-6261479.751883669756352901458740234375,748.3694553375244140625,63.64142894744873046875,-255.7814121246337890625,50.95136165618896484375
1,1780144373,2,6a7cae61-b672-4e09-825f-dec1060e3f6f,1780144375,1780144381,6,.tests/optimization_example_all_float --x=-964.9283885955810546875 --y=-521.87863923609256744385 --z=936.14151142537593841553 --a=985.99522374570369720459,0,,runnervm3jyl0,1_0,COMPLETED,BOTORCH_MODULAR,-30484510.063873000442981719970703125,-964.9283885955810546875,-521.87863923609256744384765625,936.14151142537593841552734375,985.99522374570369720458984375
========================================================================
Current git-hash: a5fe84780bee60396b013851f99c0638ac167093 (last fully tested stable version 1 commit ago [5c399eb6c53d4165f4e4c5d4191a2115cad88c0b, 9342])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-30 12:32:37] 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: 3c2fffe5-be71-43e1-90ed-0076fc4f8b30
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/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_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
_________________________________________________
/ \
| OmniOpt2 - Grid search? Please, I’m doing ballet |
| through parameter space. |
\ /
=================================================
\
\
\
|\_/|,,_____,~~`
(.".)~~ )`~}}
\o/\ /---~\\ ~}}
_// _// ~}
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=19 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -964.928388595581 │ -521.8786392360926 │ 936.1415114253759 │ 985.9952237457037 │ -30484510.063873 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴──────────────────┘
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 │ 0.040 │ 1 │ 0.040 │
│ 2 │ 0.391 │ 1 │ 0.391 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.216 │ │ │
│ Median │ 0.216 │ │ │
│ Total │ 0.431 │ │ │
│ Max │ 0.391 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.256 │ 1 │ 0.256 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.345 │ │ │
│ Max │ 0.256 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭─ ─────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ─────────────────────────────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 37s │
│ 🏆 Best RESULT: -30484510.063873 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, Started OmniOpt2 run...
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, getting new HP set (no sbatch)
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, eval #1/1 start
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, starting new job
2026-05-30 12:32:42 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, started new job
2026-05-30 12:32:51 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, new result: RESULT: -6261479.751884
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): SOBOL, best RESULT: -6261479.75188367, finishing jobs, finished 1 job
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, getting new HP set (no sbatch)
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, requested 1 jobs, got 1, 0.39 s/job
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, eval #1/1 start
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, starting new job
2026-05-30 12:32:53 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, started new job
2026-05-30 12:33:02 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -6261479.75188367, new result: RESULT: -30484510.063873
2026-05-30 12:33:04 (6a7cae61-b672-4e09-825f-dec1060e3f6f): BOTORCH_MODULAR, best RESULT: -30484510.063873, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.256 │ 1 │ 0.256 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.345 │ │ │
│ Max │ 0.256 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.040 │ 1 │ 0.040 │
│ 2 │ 0.391 │ 1 │ 0.391 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.216 │ │ │
│ Median │ 0.216 │ │ │
│ Total │ 0.431 │ │ │
│ Max │ 0.391 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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 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
1780144359,780.99609375,26.8
! 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 -30484510.0639 -6261479.7519 -18372994.9079 12111515.156 2 x -964.9284 748.3695 -108.2795 856.6489 2 y -521.8786 63.6414 -229.1186 292.76 2 z -255.7814 936.1415 340.18 595.9615 2 a 50.9514 985.9952 518.4733 467.5219 2
0 (8s, RESULT: -6261479.75188367)
1 (8s, RESULT: -30484510.063873)
submitit INFO (2026-05-30 12:32:42,593 ) - Starting with JobEnvironment(job_id=122117, hostname=runnervm3jyl0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-30 12:32:42,594 ) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/122117/122117_submitted.pkl
Trial-Index: 0
Parameters: {"x": 748.3694553375244, "y": 63.64142894744873, "z": -255.7814121246338, "a": 50.951361656188965}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=748.3694553375244140625 --y=63.64142894744873046875 --z=-255.7814121246337890625 --a=50.95136165618896484375
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1780141722.032277
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1780144364.1250753
Last modification: 1780141722.032277
Hostname: runnervm3jyl0
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=748.3694553375244140625 --y=63.64142894744873046875 --z=-255.7814121246337890625 --a=50.95136165618896484375
stdout:
x: 748.3694553375244140625
y: 63.64142894744873046875
z: -255.7814121246337890625
a: 50.95136165618896484375
RESULT: -6261479.75188367
stderr was empty
Result: {'RESULT': -6261479.75188367}
Final-results: {'RESULT': -6261479.75188367}
EXIT_CODE: 0
submitit INFO (2026-05-30 12:32:50,142 ) - Job completed successfully
submitit INFO (2026-05-30 12:32:50,142 ) - Exiting after successful completion
Click here to enable the export (reloads the site)
