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,1.728036592800000104119817478932,2.213538024900000067418659455143,-89,-26.1867082118988037109375,9,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.220446971099999888821230342728,2.725957202800000089837340055965,-9,-96.949927777328824163305398542434,-99,2
2,1766940639,2,acbcb0a6-2012-49e9-8e84-921c6f8306e0,1766940641,1766940647,6,./.tests/optimization_example --int_param='1' --float_param='-5.32299312898170384756' --choice_param='16' --int_param_two='-80' --nr_results=2,0,,runnervmdwttx,1,-80,-5.322993128981703847557582776062,16,2_0,COMPLETED,BO_MIXED,1.857413042899999977564107211947,2.30185557890000014324982657854,1,-5.322993128981703847557582776062,-80,16
3,1766940656,2,acbcb0a6-2012-49e9-8e84-921c6f8306e0,1766940658,1766940664,6,./.tests/optimization_example --int_param='-9' --float_param='-32.33698149500345664364' --choice_param='2' --int_param_two='-95' --nr_results=2,0,,runnervmdwttx,-9,-95,-32.336981495003456643644312862307,2,3_0,COMPLETED,BO_MIXED,1.809968501635929927218171542336,2.54631285425009012968189381354,-9,-32.336981495003456643644312862307,-95,2
========================================================================
Current git-hash: 58e649822e26cd86d048a231030de21ba5917183 (last fully tested stable version 2 commits ago [9cf7afc9f7659177ae628758d3cc50076a2e8673, 9194])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:50:35] ax.service.utils.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: 8a7c3ff9-3699-497a-b119-32ea840b5013
_________________________________________________
/ \
| OmniOpt2 - Adjusting parameters as if it were a s |
| acred ritual. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=459 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -89 │ -26.186708211898804 │ 9 │ hallo │ 1.7280365928 │ 2.2135380249 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 1 │ -9 │ -96.94992777732882 │ -99 │ 2 │ 1.2204469710999999 │ 2.7259572028 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:50:38 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, Started OmniOpt2 run...
2025-12-28 16:50:39 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, getting new HP set (no sbatch)
2025-12-28 16:50:39 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, requested 1 jobs, got 1, 1.49 s/job
2025-12-28 16:50:39 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, eval #1/1 start
2025-12-28 16:50:39 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, starting new job
2025-12-28 16:50:39 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, started new job
2025-12-28 16:50:48 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, new result: RESULT1: 1.857413, RESULT2: 2.301856
2025-12-28 16:50:51 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-12-28 16:50:56 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-12-28 16:50:56 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, requested 1 jobs, got 1, 4.96 s/job
2025-12-28 16:50:56 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, eval #1/1 start
2025-12-28 16:50:56 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, starting new job
2025-12-28 16:50:57 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, started new job
2025-12-28 16:51:06 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): BO_MIXED, 3 done, new result: RESULT1: 1.809969, RESULT2: 2.546313
2025-12-28 16:51:11 (acbcb0a6-2012-49e9-8e84-921c6f8306e0): 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
1766940635,759.15625,28.7
