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 |
|---|
| -692.7554849535227 | -979.4262014329433 | -781.7452270537615 | -864.3338922411203 | -28288328.7353721 |
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
2026-05-31 07:43:36 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -28288328.7353721, ▁█, finishing jobs, finished 1 job
Git-Version
Commit: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (9344)
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
0,1780213394,2,106dab47-ab46-4a95-98e5-a5d96c8d82ad,1780213396,1780213402,6,.tests/optimization_example_all_float --x=317.5814151763916015625 --y=420.5963611602783203125 --z=278.82492542266845703125 --a=842.02587604522705078125,0,,runnervm3jyl0,0_0,COMPLETED,SOBOL,-10473384.51208500005304813385009765625,317.5814151763916015625,420.5963611602783203125,278.82492542266845703125,842.02587604522705078125
1,1780213405,2,106dab47-ab46-4a95-98e5-a5d96c8d82ad,1780213407,1780213413,6,.tests/optimization_example_all_float --x=-692.75548495352268218994 --y=-979.42620143294334411621 --z=-781.74522705376148223877 --a=-864.33389224112033843994,0,,runnervm3jyl0,1_0,COMPLETED,BOTORCH_MODULAR,-28288328.7353721000254154205322265625,-692.75548495352268218994140625,-979.4262014329433441162109375,-781.74522705376148223876953125,-864.33389224112033843994140625
========================================================================
Current git-hash: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (version: 9344)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-31 07:43:09] 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: 725baa16-5c78-4f60-98c0-bfae3152562a
/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 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
\
\
\
\
.-=-==--==--.
..-==" ,'o`) `.
,' `"' \
: ( `.__...._
| ) / `-=-.
: ,vv.-._ / / `---==-._
\/\/\/VV ^ d88`;' / `.
`` ^/d88P!' / , `._
^/ !' ,. , / "-,,__,,--'""""-.
^/ !' ,' \ . .( ( _ ) ) ) ) ))_,-.\
^(__ ,!',"' ;:+.:%:a. \:.. . ,' ) ) ) ) ,"' '
',,,'',' /o:::":%:%a. \:.:.: . ) ) _,'
"""' ;':::'' `+%%%a._ \%:%| ;.). _,-""
,-='_.-' ``:%::) )%:| /:._,"
(/(/" ," ,'_,'%%%: (_,'
( (//(`.___; \
\ \ ` `
`. `. `. :
\. . .\ : . . . :
\. . .: `.. . .:
`..:.:\ \:...\
;:.:.; ::...:
):%:: :::::;
__,::%:( :::::
,;:%%%%%%%: ;:%::
;,--""-.`\ ,=--':%:%:\
/" "| /-".:%%%%%%%\
;,-"'`)%%)
/" "|
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=27 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -692.7554849535227 │ -979.4262014329433 │ -781.7452270537615 │ -864.3338922411203 │ -28288328.7353721 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.386 │ 1 │ 0.386 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.213 │ │ │
│ Median │ 0.213 │ │ │
│ Total │ 0.426 │ │ │
│ Max │ 0.386 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.257 │ 1 │ 0.257 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.346 │ │ │
│ Max │ 0.257 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 36s │
│ 🏆 Best RESULT: -28288328.7353721 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, Started OmniOpt2 run...
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, getting new HP set (no sbatch)
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, eval #1/1 start
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, starting new job
2026-05-31 07:43:14 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, started new job
2026-05-31 07:43:23 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, new result: RESULT: -10473384.512085
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): SOBOL, best RESULT: -10473384.512085, finishing jobs, finished 1 job
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, getting new HP set (no sbatch)
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, requested 1 jobs, got 1, 0.39 s/job
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, eval #1/1 start
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, starting new job
2026-05-31 07:43:25 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, started new job
2026-05-31 07:43:34 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -10473384.512085, new result: RESULT: -28288328.735372
2026-05-31 07:43:36 (106dab47-ab46-4a95-98e5-a5d96c8d82ad): BOTORCH_MODULAR, best RESULT: -28288328.7353721, ▁█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.257 │ 1 │ 0.257 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.346 │ │ │
│ Max │ 0.257 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.040 │ 1 │ 0.040 │
│ 2 │ 0.386 │ 1 │ 0.386 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.213 │ │ │
│ Median │ 0.213 │ │ │
│ Total │ 0.426 │ │ │
│ Max │ 0.386 │ │ │
│ 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
1780213391,781.1953125,26.9
Parameter statistics
| Parameter | Min | Max | Mean | Std Dev | Count |
|---|
| run_time | 6 | 6 | 6 | 0 | 2 |
| RESULT | -28288328.7354 | -10473384.5121 | -19380856.6237 | 8907472.1116 | 2 |
| x | -692.7555 | 317.5814 | -187.587 | 505.1685 | 2 |
| y | -979.4262 | 420.5964 | -279.4149 | 700.0113 | 2 |
| z | -781.7452 | 278.8249 | -251.4602 | 530.2851 | 2 |
| a | -864.3339 | 842.0259 | -11.154 | 853.1799 | 2 |
Show SLURM-Job-ID (if it exists)
submitit INFO (2026-05-31 07:43:14,752) - Starting with JobEnvironment(job_id=144289, hostname=runnervm3jyl0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-31 07:43:14,752) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144289/144289_submitted.pkl
Trial-Index: 0
Parameters: {"x": 317.5814151763916, "y": 420.5963611602783, "z": 278.82492542266846, "a": 842.025876045227}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float --x=317.5814151763916015625 --y=420.5963611602783203125 --z=278.82492542266845703125 --a=842.02587604522705078125
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1780210016.0936449
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1780212606.3041298
Last modification: 1780210016.0936449
Hostname: runnervm3jyl0
========
DEBUG INFOS END
.tests/optimization_example_all_float --x=317.5814151763916015625 --y=420.5963611602783203125 --z=278.82492542266845703125 --a=842.02587604522705078125
stdout:
x: 317.5814151763916015625
y: 420.5963611602783203125
z: 278.82492542266845703125
a: 842.02587604522705078125
RESULT: -10473384.512085
stderr was empty
Result: {'RESULT': -10473384.512085}
Final-results: {'RESULT': -10473384.512085}
EXIT_CODE: 0
submitit INFO (2026-05-31 07:43:22,271) - Job completed successfully
submitit INFO (2026-05-31 07:43:22,272) - Exiting after successful completion
