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,1.485643779500000150051164382603,2.148086887599999883491364016663,-89,-85.5264677107334136962890625,-68,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.681057732900000045717092689301,2.964325022500000184066948349937,10,10,10,hallo
2,1762254850,2,f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5,1762254852,1762254858,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='16' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,-100,-100,-100,16,2_0,COMPLETED,SAASBO,1.929820784399999933356184556033,2.716785857800000147932451000088,-100,-100,-100,16
3,1762254932,2,f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5,1762254934,1762254940,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervmf2e7y,-100,10,-100,8,3_0,COMPLETED,SAASBO,1.884724907883539968267427866522,2.260164119859350062569092187914,-100,-100,10,8
========================================================================
Current git-hash: 9ee07c539bf4aa1ec23f20d4e84a679cc03dbc6a (last fully tested stable version 2 commits ago [9507608b1bca7a77f5bba2d88ca9534148ebc9b9, 9044])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 11:12:55] 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: f4609f67-4f35-4cab-8ee8-d19642297c6c
___________________________________________
| OmniOpt2 - Like a hyperparameter whisperer. |
===========================================
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/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/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_SAASBO&run_nr=59 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO 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 │ -85.52646771073341 │ -68 │ 8 │ 1.4856437795000002 │ 2.1480868876 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 11:12:59 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, Started OmniOpt2 run...
2025-11-04 11:14:10 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, getting new HP set (no sbatch)
2025-11-04 11:14:10 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, requested 1 jobs, got 1, 70.11 s/job
2025-11-04 11:14:10 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, eval #1/1 start
2025-11-04 11:14:10 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, starting new job
2025-11-04 11:14:10 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, started new job
2025-11-04 11:14:19 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, new result: RESULT1: 1.929821, RESULT2: 2.716786
2025-11-04 11:14:23 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 11:15:32 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 11:15:32 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, requested 1 jobs, got 1, 69.04 s/job
2025-11-04 11:15:32 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, eval #1/1 start
2025-11-04 11:15:32 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, starting new job
2025-11-04 11:15:32 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, started new job
2025-11-04 11:15:41 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 3 done, new result: RESULT1: 1.884725, RESULT2: 2.260164
2025-11-04 11:15:45 (f3e5ebf1-4ef1-4eb6-95f0-29d50a4223b5): SAASBO, 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
1762254776,777.93359375,27.1
1762254850,820.3359375,48.3
1762254932,823.8671875,43.3
