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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.049403374199999960936224852048,2.544678410800000012415011951816,-41,-76.119321882724761962890625,-76,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.908153434799999992321772879222,2.96467795670000011654110494419,-62,-27.066751178154135004660929553211,-8,8
2,1784535392,2,ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe,1784535394,1784535400,6,./.tests/optimization_example --int_param='-48' --float_param='-46.50551979569968352735' --choice_param='hallo' --int_param_two='-55' --nr_results=2,0,,runnervm3jd5f,-48,-55,-46.505519795699683527345769107342,hallo,2_0,COMPLETED,UNIFORM,1.971094409300000016571630112594,2.096523630100000090692446974572,-48,-46.505519795699683527345769107342,-55,hallo
3,1784535405,2,ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe,1784535407,1784535413,6,./.tests/optimization_example --int_param='-39' --float_param='-30.93657356604910546594' --choice_param='1' --int_param_two='-8' --nr_results=2,0,,runnervm3jd5f,-39,-8,-30.936573566049105465936008840799,1,3_0,COMPLETED,UNIFORM,1.721237855105760106155798894179,2.79488095580334006129419321951,-39,-30.936573566049105465936008840799,-8,1
========================================================================
Current git-hash: e5400cf5355eafc83fee2560bf8d06d5d8a990a6 (version: 9398)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-20 08:16:28] 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: 9e44e101-e43a-4bf8-94b5-5ccfe00b91a0
/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 - Cranking the dials like a mad scientis |
| t - IT’S ALIIIIVE! |
\ /
=================================================
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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=51 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 │ -41 │ -76.11932188272476 │ -76 │ 1 │ 1.0494033742 │ 2.5446784108 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 2 │ -48 │ -46.50551979569968 │ -55 │ hallo │ 1.9710944093 │ 2.0965236301 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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: 45s │
│ 🏆 Best RESULT1: 1.0494033742 │
│ 🏆 Best RESULT2: 2.0965236301 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/results.csv │
│ 🤖 Model: UNIFORM │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-07-20 08:16:31 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, Started OmniOpt2 run...
2026-07-20 08:16:32 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, getting new HP set (no sbatch)
2026-07-20 08:16:32 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, requested 1 jobs, got 1, 0.06 s/job
2026-07-20 08:16:32 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, eval #1/1 start
2026-07-20 08:16:32 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, starting new job
2026-07-20 08:16:32 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, started new job
2026-07-20 08:16:41 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, new result: RESULT1: 1.971094, RESULT2: 2.096524
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, finishing jobs, finished 1 job
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, getting new HP set (no sbatch)
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, requested 1 jobs, got 1, 0.13 s/job
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, eval #1/1 start
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, starting new job
2026-07-20 08:16:45 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, started new job
2026-07-20 08:16:54 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): UNIFORM, 3 done, █▁▁, new result: RESULT1: 1.721238, RESULT2: 2.794881
2026-07-20 08:16:58 (ca7fc5ca-e8b7-4ba7-b4f7-8bd2c09bf3fe): 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
1784535389,889.80078125,26.6
RESULT1 (goal: minimize )Best value: 1.0494033742 float_param = -76.119321882725 (r=0.845, strong positive correlation) int_param_two = -76 (r=0.626, moderate positive correlation) int_param = -41 (r=-0.546, moderate negative correlation) RESULT2 = 2.5446784108 (r=-0.043, weak negative correlation)
RESULT2 (goal: minimize )Best value: 2.0965236301 int_param_two = -55 (r=0.707, strong positive correlation) float_param = -46.5055197957 (r=0.466, moderate positive correlation) int_param = -48 (r=-0.317, weak negative correlation) RESULT1 = 1.9710944093 (r=-0.043, weak 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 -48 -39 -43.5 4.5 2 OO_Info_int_param_two -55 -8 -31.5 23.5 2 OO_Info_float_param -46.5055 -30.9366 -38.721 7.7845 2 OO_Info_choice_param No numerical statistics available RESULT1 1.0494 1.9711 1.6625 0.3657 4 RESULT2 2.0965 2.9647 2.6002 0.3269 4 int_param -62 -39 -47.5 9.0139 4 float_param -76.1193 -27.0668 -45.157 19.3 4 int_param_two -76 -8 -36.75 29.6932 4 choice_param No numerical statistics available
