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,1.086089649799999889978607825469,2.375897795799999823174175617169,-79,-66.896831989288330078125,-98,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.500854234800000019944832274632,2.655934388599999973479270920507,0,-1.085942022870661993749763496453,5,16
2,1778069687,2,28e74e5a-70d6-46db-9e22-ab559feeac01,1778069689,1778069695,6,./.tests/optimization_example --int_param='-79' --float_param='-66.98193383130994504882' --choice_param='2' --int_param_two='-98' --nr_results=2,0,,runnervmeorf1,-79,-98,-66.98193383130994504881527973339,2,2_0,COMPLETED,BO_MIXED,1.854492747300000132781860884279,2.906046593900000196697419596603,-79,-66.98193383130994504881527973339,-98,2
3,1778069709,2,28e74e5a-70d6-46db-9e22-ab559feeac01,1778069711,1778069717,6,./.tests/optimization_example --int_param='-100' --float_param='-49.86131415376518560834' --choice_param='4' --int_param_two='-100' --nr_results=2,0,,runnervmeorf1,-100,-100,-49.861314153765192713763099163771,4,3_0,COMPLETED,BO_MIXED,1.083642863043680071299945666397,2.989233561416280160472069837851,-100,-49.861314153765185608335741562769,-100,4
========================================================================
Current git-hash: a2c5908472f90ba58f1892495ab3fc1b720df57f (version: 9296)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 12:14:41] 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: f5500407-e014-44c2-8582-eec171ceade8
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
=================================================
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.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
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\- --__/ ___/\ XXXXXX / ___--/=
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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=101 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 │ -79 │ -66.89683198928833 │ -98 │ 4 │ 1.0860896498 │ 2.3758977958 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -100 │ -49.861314153765186 │ -100 │ 4 │ 1.08364286304368 │ 2.98923356141628 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-06 12:14:45 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, Started OmniOpt2 run...
2026-05-06 12:14:47 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, getting new HP set (no sbatch)
2026-05-06 12:14:47 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, requested 1 jobs, got 1, 1.82 s/job
2026-05-06 12:14:47 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, eval #1/1 start
2026-05-06 12:14:47 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, starting new job
2026-05-06 12:14:47 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, started new job
2026-05-06 12:14:56 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, new result: RESULT1: 1.854493, RESULT2: 2.906047
2026-05-06 12:15:00 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-05-06 12:15:09 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-05-06 12:15:09 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, requested 1 jobs, got 1, 9.08 s/job
2026-05-06 12:15:09 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, eval #1/1 start
2026-05-06 12:15:09 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, starting new job
2026-05-06 12:15:09 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, started new job
2026-05-06 12:15:18 (28e74e5a-70d6-46db-9e22-ab559feeac01): BO_MIXED, 3 done, new result: RESULT1: 1.083643, RESULT2: 2.989234
2026-05-06 12:15:21 (28e74e5a-70d6-46db-9e22-ab559feeac01): 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
1778069683,773.93359375,27
