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,1.58943615810000005161839453649,2.853880747099999837246286915615,-4,-96.435858942568302154541015625,-66,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.911063152000000098240661827731,2.328395029400000204589105123887,-99,9.699819443633224125278502469882,0,2
2,1766942859,2,ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89,1766942861,1766942867,6,./.tests/optimization_example --int_param='4' --float_param='-2.92753731411344286784' --choice_param='8' --int_param_two='9' --nr_results=2,0,,runnervmh13bl,4,9,-2.92753731411344286783560164622,8,2_0,COMPLETED,BO_MIXED,1.755758052500000054862994147697,2.110041834500000046404011300183,4,-2.92753731411344286783560164622,9,8
3,1766942875,2,ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89,1766942877,1766942883,6,./.tests/optimization_example --int_param='3' --float_param='-47.10393141293626229071' --choice_param='8' --int_param_two='-28' --nr_results=2,0,,runnervmh13bl,3,-28,-47.103931412936255185286427149549,8,3_0,COMPLETED,BO_MIXED,1.384341526850219938893360449583,2.841494583848060084818598625134,3,-47.103931412936262290713784750551,-28,8
========================================================================
Current git-hash: 4e8e92a220339d29552207b9eddcf9472c62ad84 (version: 9199)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:27:32] 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: 72037068-2239-4e03-b9e0-23ffc9caeb79
___________________________________________
| OmniOpt2 - Like a hyperparameter whisperer. |
===========================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| 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=477 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2 │ 4 │ -2.927537314113443 │ 9 │ 8 │ 1.7557580525 │ 2.1100418345 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ 3 │ -47.10393141293626 │ -28 │ 8 │ 1.38434152685022 │ 2.84149458384806 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 17:27:37 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, Started OmniOpt2 run...
2025-12-28 17:27:39 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, getting new HP set (no sbatch)
2025-12-28 17:27:39 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, requested 1 jobs, got 1, 1.67 s/job
2025-12-28 17:27:39 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, eval #1/1 start
2025-12-28 17:27:39 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, starting new job
2025-12-28 17:27:39 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, started new job
2025-12-28 17:27:48 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, new result: RESULT1: 1.755758, RESULT2: 2.110042
2025-12-28 17:27:51 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-12-28 17:27:55 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-12-28 17:27:55 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, requested 1 jobs, got 1, 3.89 s/job
2025-12-28 17:27:55 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, eval #1/1 start
2025-12-28 17:27:55 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, starting new job
2025-12-28 17:27:55 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, started new job
2025-12-28 17:28:04 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): BO_MIXED, 3 done, new result: RESULT1: 1.384342, RESULT2: 2.841495
2025-12-28 17:28:08 (ebe2ff3a-7f4b-444a-b70e-ccfbea54fa89): 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
1766942854,786.59375,27.6
