trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT2,RESULT1,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,2.360007824000000198338966583833,1.625500639299999994236145539617,-93,-84.869510233402252197265625,-12,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,2.672417862900000162795777214342,1.900462409800000029846955840185,-16,9.313806082979823486311943270266,-4,2
2,1785049796,2,11478cb6-d2f0-4216-8fbe-6141f6539b4b,1785049798,1785049804,6,./.tests/optimization_example --int_param='-81' --float_param='-13.32390244371519827382' --choice_param='hallo' --int_param_two='-47' --nr_results=2,0,,runnervmvrwv9,-81,-47,-13.323902443715198273821442853659,hallo,2_0,COMPLETED,UNIFORM,2.499510018000000055593545766897,1.826571519100000040580766835774,-81,-13.323902443715198273821442853659,-47,hallo
3,1785049808,2,11478cb6-d2f0-4216-8fbe-6141f6539b4b,1785049810,1785049816,6,./.tests/optimization_example --int_param='-47' --float_param='-8.20963658504544468997' --choice_param='4' --int_param_two='-63' --nr_results=2,0,,runnervmvrwv9,-47,-63,-8.209636585045442913610713731032,4,3_0,COMPLETED,UNIFORM,2.910634809962600044741520832758,1.169806128907119990856244839961,-47,-8.209636585045444689967553131282,-63,4
========================================================================
Current git-hash: 994947df0c9dd58e83a3d3605f909757dcb65b59 (last fully tested stable version 2 commits ago [b54799bbb6092ee7a47e6c8cafaff1661ff693b6, 9418])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-26 07:09:53] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: ae5a589b-eee7-453a-8705-cfb7618b8a0d
/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 - Open the third eye of optimization – t |
| he truth is in the numbers. |
\ /
=================================================
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/0 0 \\__ / // | \\ \\
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( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
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omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder : /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/ 1
Continuation from runs/multi_results_2_results_UNIFORM/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=63 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM for 4 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -100 │ 10 │ │ int │ No │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
config_objectives not found
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ 0 │ -93 │ -84.86951023340225 │ -12 │ 16 │ 1.6255006393 │ 2.360007824 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼─────────────────┤
│ 3 │ -47 │ -8.209636585045445 │ -63 │ 4 │ 1.16980612890712 │ 2.9106348099626 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴─────────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
╭─ ────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 4 done / 4 submitted │
│ ⏱️ Duration: 40s │
│ 🏆 Best RESULT1: 1.16980612890712 │
│ 🏆 Best RESULT2: 2.360007824 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/results.csv │
│ 🤖 Model: UNIFORM │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, Started OmniOpt2 run...
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, getting new HP set (no sbatch)
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, requested 1 jobs, got 1, 0.06 s/job
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, eval #1/1 start
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, starting new job
2026-07-26 07:09:56 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, started new job
2026-07-26 07:10:05 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, new result: RESULT1: 1.826572, RESULT2: 2.499510
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, finishing jobs, finished 1 job
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, getting new HP set (no sbatch)
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, requested 1 jobs, got 1, 0.13 s/job
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, eval #1/1 start
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, starting new job
2026-07-26 07:10:08 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, started new job
2026-07-26 07:10:17 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 3 done, █▁▂, new result: RESULT1: 1.169806, RESULT2: 2.910635
2026-07-26 07:10:21 (11478cb6-d2f0-4216-8fbe-6141f6539b4b): UNIFORM, 4 done, ▃▁▁█, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1785049794,889.984375,26.7
RESULT1 (goal: minimize )Best value: 1.1698061289071 int_param_two = -63 (r=0.679, moderate positive correlation) RESULT2 = 2.9106348099626 (r=-0.608, moderate negative correlation) float_param = -8.2096365850454 (r=0.101, weak positive correlation) int_param = -47 (r=0.056, weak positive correlation)
RESULT2 (goal: minimize )Best value: 2.360007824 float_param = -84.869510233402 (r=0.705, strong positive correlation) int_param = -93 (r=0.695, moderate positive correlation) RESULT1 = 1.6255006393 (r=-0.608, moderate negative correlation) int_param_two = -12 (r=-0.546, moderate negative correlation)
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 OO_Info_int_param -81 -47 -64 17 2 OO_Info_int_param_two -63 -47 -55 8 2 OO_Info_float_param -13.3239 -8.2096 -10.7668 2.5571 2 OO_Info_choice_param No numerical statistics available RESULT2 2.36 2.9106 2.6106 0.2055 4 RESULT1 1.1698 1.9005 1.6306 0.2844 4 int_param -93 -16 -59.25 30.1361 4 float_param -84.8695 9.3138 -24.2723 35.9789 4 int_param_two -63 -4 -31.5 24.3362 4 choice_param No numerical statistics available
