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,1.034970720100000018959462977364,2.224030743400000176279718289152,-33,-43.7652122974395751953125,4,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.159773967100000024998962544487,2.099697505199999980618486006279,10,-100,-100,2
2,1766935684,2,13b13f7b-5a61-43a8-a501-91a15f834dc7,1766935686,1766935692,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,10,4,2_0,COMPLETED,SAASBO,1.397310363199999905248205323005,2.378248571699999924788926364272,-100,10,-100,4
3,1766935761,2,13b13f7b-5a61-43a8-a501-91a15f834dc7,1766935763,1766935769,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmdwttx,10,10,-100,2,3_0,COMPLETED,SAASBO,1.612595445550150108360298872867,2.538711414064410032409568884759,10,-100,10,2
========================================================================
Current git-hash: 0883c8507733c008c2c87295564d8f77117d8562 (last fully tested stable version 10 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:26:54] 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: 36540f08-41c7-441d-8bd5-361004764a09
_________________________________________________
/ \
| OmniOpt2 - Machine, data, parameters – the holy t |
| rinity of truth. |
\ /
=================================================
\
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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=425 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 │ -33 │ -43.765212297439575 │ 4 │ 16 │ 1.0349707201 │ 2.2240307434 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 1 │ 10 │ -100 │ -100 │ 2 │ 1.1597739671 │ 2.0996975052 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 15:26:57 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, Started OmniOpt2 run...
2025-12-28 15:28:04 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, getting new HP set (no sbatch)
2025-12-28 15:28:04 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, requested 1 jobs, got 1, 66.91 s/job
2025-12-28 15:28:04 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, eval #1/1 start
2025-12-28 15:28:04 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, starting new job
2025-12-28 15:28:04 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, started new job
2025-12-28 15:28:13 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, new result: RESULT1: 1.397310, RESULT2: 2.378249
2025-12-28 15:28:16 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, finishing jobs, finished 1 job
2025-12-28 15:29:21 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, getting new HP set (no sbatch)
2025-12-28 15:29:21 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, requested 1 jobs, got 1, 64.37 s/job
2025-12-28 15:29:21 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, eval #1/1 start
2025-12-28 15:29:21 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, starting new job
2025-12-28 15:29:21 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, started new job
2025-12-28 15:29:30 (13b13f7b-5a61-43a8-a501-91a15f834dc7): SAASBO, 3 done, new result: RESULT1: 1.612595, RESULT2: 2.538711
2025-12-28 15:29:34 (13b13f7b-5a61-43a8-a501-91a15f834dc7): 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
1766935614,758.7578125,28.7
1766935684,931.43359375,48.5
1766935761,923.54296875,43.1
