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,1.013567280299999984194414537342,2.955958348300000260167053056648,-9,-35.09383976459503173828125,-46,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.50415767200000005665572189173,2.785639601399999776276672491804,-100,-100,10,4
2,1766937661,2,eed16495-087b-431c-9e65-e5e8e789423b,1766937663,1766937669,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,10,-100,-100,hallo,2_0,COMPLETED,SAASBO,1.960833429000000016628746379865,2.642303662199999791937443660572,10,-100,-100,hallo
3,1766937748,2,eed16495-087b-431c-9e65-e5e8e789423b,1766937750,1766937756,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,10,8,3_0,COMPLETED,SAASBO,1.760698901795880066956101472897,2.550540233587040184204397519352,-100,10,-100,8
========================================================================
Current git-hash: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (last fully tested stable version 2 commits ago [89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8, 9190])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:59:49] 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: ab9d7fbe-dc77-4e37-b9c1-63ec37b41b40
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
\ /
=================================================
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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=443 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 │ -9 │ -35.09383976459503 │ -46 │ 2 │ 1.0135672803 │ 2.9559583483000003 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 1 │ -100 │ -100 │ 10 │ 4 │ 1.504157672 │ 2.7856396013999998 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 3 │ -100 │ 10 │ -100 │ 8 │ 1.76069890179588 │ 2.55054023358704 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
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 15:59:52 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, Started OmniOpt2 run...
2025-12-28 16:01:01 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, getting new HP set (no sbatch)
2025-12-28 16:01:01 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, requested 1 jobs, got 1, 68.83 s/job
2025-12-28 16:01:01 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, eval #1/1 start
2025-12-28 16:01:01 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, starting new job
2025-12-28 16:01:01 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, started new job
2025-12-28 16:01:10 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, new result: RESULT1: 1.960833, RESULT2: 2.642304
2025-12-28 16:01:14 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, finishing jobs, finished 1 job
2025-12-28 16:02:28 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, getting new HP set (no sbatch)
2025-12-28 16:02:28 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, requested 1 jobs, got 1, 73.99 s/job
2025-12-28 16:02:28 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, eval #1/1 start
2025-12-28 16:02:28 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, starting new job
2025-12-28 16:02:28 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, started new job
2025-12-28 16:02:37 (eed16495-087b-431c-9e65-e5e8e789423b): SAASBO, 3 done, new result: RESULT1: 1.760699, RESULT2: 2.550540
2025-12-28 16:02:41 (eed16495-087b-431c-9e65-e5e8e789423b): 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
1766937589,759.453125,28.4
1766937661,795.94921875,48.4
1766937748,795.01953125,43.9
