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
0,1766861157,1,81ea5d2e-791c-4a20-aa45-12645ee83563,1766861158,1766861164,6,./.tests/optimization_example --int_param='-27' --float_param='-6.70358359813690185547' --choice_param='4' --int_param_two='-22' --nr_results=2,0,,runnervmdwttx,-27,-22,-6.70358359813690185546875,4,0_0,COMPLETED,SOBOL,1.965102966499999936900167085696,2.876714299300000110548580778413,-27,-6.70358359813690185546875,-22,4
1,1766861232,2,81ea5d2e-791c-4a20-aa45-12645ee83563,1766861234,1766861240,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,-100,hallo,1_0,COMPLETED,SAASBO,1.56630913641219993159836576524,2.952984957347749794820401803008,-100,-100,-100,hallo
========================================================================
Current git-hash: 7cf80dda7731799175f31601fe61d2e588b04ac1 (last fully tested stable version 8 commits ago [018dbae7e8b1bad9f8889c8998a57f89e438ea0a, 9157])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-27 18:45:53] 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]`.
Run-UUID: a748d52a-a041-466a-af4f-0b8a3a8effce
_________________________________________________
/ \
| OmniOpt2 - Hyperparameters: Where science and mag |
| ic shake hands. |
\ /
=================================================
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(_Y_.) ' ._ ) `._` ; `` -. .-'
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_SAASBO --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=SAASBO --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=372 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then SAASBO for 1 step.
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 │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -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 │ -27 │ -6.703583598136902 │ -22 │ 4 │ 1.9651029665 │ 2.8767142993 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│ 1 │ -100 │ -100 │ -100 │ hallo │ 1.5663091364122 │ 2.95298495734775 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, Started OmniOpt2 run...
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, getting new HP set (no sbatch)
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, eval #1/1 start
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, starting new job
2025-12-27 18:45:57 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, started new job
2025-12-27 18:46:06 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, new result: RESULT1: 1.965103, RESULT2: 2.876714
2025-12-27 18:46:07 (81ea5d2e-791c-4a20-aa45-12645ee83563): SOBOL, 1 done, finishing jobs, finished 1 job
2025-12-27 18:47:12 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, getting new HP set (no sbatch)
2025-12-27 18:47:12 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, requested 1 jobs, got 1, 65.21 s/job
2025-12-27 18:47:12 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, eval #1/1 start
2025-12-27 18:47:12 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, starting new job
2025-12-27 18:47:12 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, started new job
2025-12-27 18:47:21 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 1 done, new result: RESULT1: 1.566309, RESULT2: 2.952985
2025-12-27 18:47:24 (81ea5d2e-791c-4a20-aa45-12645ee83563): SAASBO, 2 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
1766861154,756.72265625,28.6
1766861232,796.52734375,23.5
