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,1.925277713799999901311821304262,2.997317948700000123096742754569,9,-81.7939968407154083251953125,-83,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.358988501200000031943204703566,2.197138247399999855247187952045,-93,3.999265857134976620557154092239,7,2
2,1780145745,2,41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674,1780145747,1780145753,6,./.tests/optimization_example --int_param='-93' --float_param='4.02352562352137965718' --choice_param='4' --int_param_two='7' --nr_results=2,0,,runnervm3jyl0,-93,7,4.023525623521379657177021726966,4,2_0,COMPLETED,BO_MIXED,1.774232892200000133442472360912,2.20555976039999990234719007276,-93,4.023525623521379657177021726966,7,4
3,1780145762,2,41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674,1780145764,1780145770,6,./.tests/optimization_example --int_param='-100' --float_param='-23.44758574942071760461' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervm3jyl0,-100,10,-23.447585749420721157321167993359,2,3_0,COMPLETED,BO_MIXED,1.333558959727269899175894352084,2.177678212613929797925038656103,-100,-23.447585749420717604607489192858,10,2
========================================================================
Current git-hash: a5fe84780bee60396b013851f99c0638ac167093 (version: 9343)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-30 12:55:38] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 31ea32af-aedb-4b4c-a54c-e7ac2fc0c1c2
/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 - Hyperparameters: The Hitchcock thrille |
| r of machine learning. |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=23 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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 │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 3 │ -100 │ -23.447585749420718 │ 10 │ 2 │ 1.33355895972727 │ 2.17767821261393 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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: 48s │
│ 🏆 Best RESULT1: 1.33355895972727 │
│ 🏆 Best RESULT2: 2.17767821261393 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/results.csv │
│ 🧠 Model: BO_MIXED │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-30 12:55:43 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, Started OmniOpt2 run...
2026-05-30 12:55:45 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, getting new HP set (no sbatch)
2026-05-30 12:55:45 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, requested 1 jobs, got 1, 1.88 s/job
2026-05-30 12:55:45 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, eval #1/1 start
2026-05-30 12:55:45 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, starting new job
2026-05-30 12:55:45 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, started new job
2026-05-30 12:55:54 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, new result: RESULT1: 1.774233, RESULT2: 2.205560
2026-05-30 12:55:57 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, finishing jobs, finished 1 job
2026-05-30 12:56:02 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, getting new HP set (no sbatch)
2026-05-30 12:56:02 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, requested 1 jobs, got 1, 5.05 s/job
2026-05-30 12:56:02 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, eval #1/1 start
2026-05-30 12:56:02 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, starting new job
2026-05-30 12:56:03 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, started new job
2026-05-30 12:56:12 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 3 done, ▁█▂, new result: RESULT1: 1.333559, RESULT2: 2.177678
2026-05-30 12:56:15 (41e0c7da-9d4a-4c66-aec8-c0d0d2fb9674): BO_MIXED, 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
1780145740,783.8359375,26.9
