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,1.785626525600000125137967188493,2.617163685900000036355095289764,-52,-58.9460659027099609375,-62,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.642206507100000045795695768902,2.654232616199999839068368601147,10,10,10,2
2,1767526279,2,ad660caa-2a40-4afd-bc0f-635baa1715b5,1767526281,1767526287,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,-100,-100,-100,8,2_0,COMPLETED,SAASBO,1.898070223499999986671582519193,2.522751869699999982543658916256,-100,-100,-100,8
3,1767526365,2,ad660caa-2a40-4afd-bc0f-635baa1715b5,1767526367,1767526373,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-100,10,-100,2,3_0,COMPLETED,SAASBO,1.368783057973820049824098532554,2.02726846709580987848653421679,-100,-100,10,2
========================================================================
Current git-hash: 17490ac6efe4d73318824c31d8ab32d7a8875a52 (last fully tested stable version 5 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:30:04] 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: e167872e-e4e7-4e28-8b89-e6a0fdf43aba
_________________________________________________
/ \
| OmniOpt2 - Grid search? Please, I’m doing ballet |
| through parameter space. |
\ /
=================================================
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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=535 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 3 │ -100 │ -100 │ 10 │ 2 │ 1.36878305797382 │ 2.02726846709581 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 11:30:08 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, Started OmniOpt2 run...
2026-01-04 11:31:19 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, getting new HP set (no sbatch)
2026-01-04 11:31:19 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, requested 1 jobs, got 1, 70.56 s/job
2026-01-04 11:31:19 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, eval #1/1 start
2026-01-04 11:31:19 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, starting new job
2026-01-04 11:31:19 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, started new job
2026-01-04 11:31:28 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, new result: RESULT1: 1.898070, RESULT2: 2.522752
2026-01-04 11:31:31 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, finishing jobs, finished 1 job
2026-01-04 11:32:45 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, getting new HP set (no sbatch)
2026-01-04 11:32:45 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, requested 1 jobs, got 1, 73.71 s/job
2026-01-04 11:32:45 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, eval #1/1 start
2026-01-04 11:32:45 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, starting new job
2026-01-04 11:32:45 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, started new job
2026-01-04 11:32:54 (ad660caa-2a40-4afd-bc0f-635baa1715b5): SAASBO, 3 done, new result: RESULT1: 1.368783, RESULT2: 2.027268
2026-01-04 11:33:05 (ad660caa-2a40-4afd-bc0f-635baa1715b5): 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
1767526206,786.59375,27.1
1767526279,814.83984375,48.8
1767526365,819.21484375,44.2
