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,1.256773492200000008622851055406,2.302778892300000102011381386546,-66,-37.00084030628204345703125,-57,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.268750803899999946011689644365,2.735128099699999815186401974643,10,-100,10,2
2,1766941139,2,52fd3e04-7847-4553-acac-6f43d2309db8,1766941141,1766941147,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,10,1,2_0,COMPLETED,SAASBO,1.238899469399999953012070363911,2.985947122199999803626724315109,-100,10,-100,1
3,1766941216,2,52fd3e04-7847-4553-acac-6f43d2309db8,1766941218,1766941224,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,10,hallo,3_0,COMPLETED,SAASBO,1.465226758345129942640028275491,2.289790236714420057495544824633,-100,10,-100,hallo
========================================================================
Current git-hash: 4e8e92a220339d29552207b9eddcf9472c62ad84 (last fully tested stable version 3 commits ago [58e649822e26cd86d048a231030de21ba5917183, 9196])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:57:44] 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: e9aad777-79de-4306-acae-b19822473350
__________________________________________
| OmniOpt2 - Precision tuning, no shortcuts. |
==========================================
\
\
\
\
____________
|__________|
/ /\
/ / \
/___________/___/|
| | |
| ==\ /== | |
| O O | \ \ |
| < | \ \|
/| | \ \
/ | \_____/ | / /
/ /| | / /|
/||\| | /||\/
-------------|
| | | |
<__/ \__>
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=470 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 │ -66 │ -37.00084030628204 │ -57 │ 8 │ 1.2567734922 │ 2.3027788923 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 2 │ -100 │ 10 │ -100 │ 1 │ 1.2388994694 │ 2.9859471222 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -100 │ 10 │ -100 │ hallo │ 1.46522675834513 │ 2.28979023671442 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 16:57:54 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, Started OmniOpt2 run...
2025-12-28 16:58:59 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, getting new HP set (no sbatch)
2025-12-28 16:58:59 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, requested 1 jobs, got 1, 65.12 s/job
2025-12-28 16:58:59 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, eval #1/1 start
2025-12-28 16:58:59 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, starting new job
2025-12-28 16:59:00 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, started new job
2025-12-28 16:59:09 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, new result: RESULT1: 1.238899, RESULT2: 2.985947
2025-12-28 16:59:12 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, finishing jobs, finished 1 job
2025-12-28 17:00:16 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, getting new HP set (no sbatch)
2025-12-28 17:00:16 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, requested 1 jobs, got 1, 63.72 s/job
2025-12-28 17:00:16 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, eval #1/1 start
2025-12-28 17:00:16 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, starting new job
2025-12-28 17:00:16 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, started new job
2025-12-28 17:00:25 (52fd3e04-7847-4553-acac-6f43d2309db8): SAASBO, 3 done, new result: RESULT1: 1.465227, RESULT2: 2.289790
2025-12-28 17:00:29 (52fd3e04-7847-4553-acac-6f43d2309db8): 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
1766941065,759.51953125,28.7
1766941139,826.85546875,44.1
1766941216,831.51171875,43
