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,1.174624850600000103284514807456,2.932959613199999981958399075666,-77,-3.23112428188323974609375,-53,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.058266109899999918297908152454,2.75240342350000011251154319325,10,-100,10,16
2,1775262970,2,0042ecbf-adc0-4dd7-8de3-c3535ead025c,1775262972,1775262978,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervm727z3,10,10,-100,8,2_0,COMPLETED,SAASBO,1.121015405599999903429875303118,2.400430916399999947685728329816,10,-100,10,8
3,1775263053,2,0042ecbf-adc0-4dd7-8de3-c3535ead025c,1775263055,1775263061,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervm727z3,10,10,-100,1,3_0,COMPLETED,SAASBO,1.018168372641419905377802024304,2.481548030718359942881079405197,10,-100,10,1
========================================================================
Current git-hash: 3669a7dd9138090647baf283e6316589853bd460 (last fully tested stable version 1 commit ago [e188e113bd67d7034e782e74dc3d1f1b616e1904, 9280])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 04-04 00:34:56] 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: 1ca53bb7-4e26-4dbc-aa6f-5681b73f6d0b
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d8' `8b d8' `8b 88 `88
88 88 88d8b.d8b. 88d888b. dP 88 88 88d888b. d8888P .aaadP'
88 88 88'`88'`88 88' `88 88 88 88 88' `88 88 88'
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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=49 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2 │ 10 │ -100 │ 10 │ 8 │ 1.1210154056 │ 2.4004309164 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ 10 │ -100 │ 10 │ 1 │ 1.01816837264142 │ 2.48154803071836 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-04-04 00:35:00 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, Started OmniOpt2 run...
2026-04-04 00:36:10 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, getting new HP set (no sbatch)
2026-04-04 00:36:10 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, requested 1 jobs, got 1, 69.58 s/job
2026-04-04 00:36:10 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, eval #1/1 start
2026-04-04 00:36:10 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, starting new job
2026-04-04 00:36:10 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, started new job
2026-04-04 00:36:19 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, new result: RESULT1: 1.121015, RESULT2: 2.400431
2026-04-04 00:36:22 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, finishing jobs, finished 1 job
2026-04-04 00:37:33 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, getting new HP set (no sbatch)
2026-04-04 00:37:33 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, requested 1 jobs, got 1, 71.68 s/job
2026-04-04 00:37:33 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, eval #1/1 start
2026-04-04 00:37:33 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, starting new job
2026-04-04 00:37:34 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, started new job
2026-04-04 00:37:43 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): SAASBO, 3 done, new result: RESULT1: 1.018168, RESULT2: 2.481548
2026-04-04 00:37:46 (0042ecbf-adc0-4dd7-8de3-c3535ead025c): 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
1775262898,773.44921875,26.9
1775262970,806.65234375,49.1
1775263053,807.7578125,44.3
