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,1.062419381300000020829088498431,2.016761121000000045455635699909,-24,-9.78794991970062255859375,-61,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.782886391299999928605757304467,2.727370120699999844759986444842,-100,-100,10,8
2,1777670565,2,84cb4036-42d7-4715-9720-69ef68edb588,1777670567,1777670573,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmeorf1,10,-100,10,hallo,2_0,COMPLETED,SAASBO,1.129004460600000037118206819287,2.901049914900000192830020750989,10,10,-100,hallo
3,1777670649,1,84cb4036-42d7-4715-9720-69ef68edb588,1777670650,1777670656,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmeorf1,10,10,10,1,3_0,COMPLETED,SAASBO,1.156791539936419921374977093365,2.495414181935729835970505519072,10,10,10,1
========================================================================
Current git-hash: e0ce67c40fab0e66e193d54627cc03525d5ba39d (last fully tested stable version 1 commit ago [b50b0047e00bec42f485a7cfa2dd30407325ab3c, 9288])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 21:21:31] 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: f0a3268b-1a25-4bd7-bb71-0f54629f81c8
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
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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=76 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 │ -24 │ -9.787949919700623 │ -61 │ 2 │ 1.0624193813 │ 2.016761121 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴─────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-01 21:21:36 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, Started OmniOpt2 run...
2026-05-01 21:22:45 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, getting new HP set (no sbatch)
2026-05-01 21:22:45 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, requested 1 jobs, got 1, 69.37 s/job
2026-05-01 21:22:45 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, eval #1/1 start
2026-05-01 21:22:45 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, starting new job
2026-05-01 21:22:45 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, started new job
2026-05-01 21:22:54 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, new result: RESULT1: 1.129004, RESULT2: 2.901050
2026-05-01 21:22:57 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, finishing jobs, finished 1 job
2026-05-01 21:24:09 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, getting new HP set (no sbatch)
2026-05-01 21:24:09 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, requested 1 jobs, got 1, 71.06 s/job
2026-05-01 21:24:09 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, eval #1/1 start
2026-05-01 21:24:09 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, starting new job
2026-05-01 21:24:09 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, started new job
2026-05-01 21:24:18 (84cb4036-42d7-4715-9720-69ef68edb588): SAASBO, 3 done, new result: RESULT1: 1.156792, RESULT2: 2.495414
2026-05-01 21:24:22 (84cb4036-42d7-4715-9720-69ef68edb588): 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
1777670493,773.76171875,26.9
1777670565,802.80078125,48.9
1777670649,805.8984375,43.9
