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
0,1761111092,2,12b35291-4823-4e63-b85a-0d002bbf83f6,1761111094,1761111100,6,./.tests/optimization_example --int_param='-6' --float_param='-48.65253388881683349609' --choice_param='8' --int_param_two='-51' --nr_results=2,0,,runnervmnfq8z,-6,-51,-48.65253388881683349609375,8,0_0,COMPLETED,SOBOL,1.486488290700000103328193290508,2.000358659599999811007364769466,-6,-48.65253388881683349609375,-51,8
1,1761111104,1,12b35291-4823-4e63-b85a-0d002bbf83f6,1761111105,1761111111,6,./.tests/optimization_example --int_param='-92' --float_param='-3.5839056126710930883' --choice_param='1' --int_param_two='-81' --nr_results=2,0,,runnervmnfq8z,-92,-81,-3.583905612671092644205828037229,1,1_0,COMPLETED,BOTORCH_MODULAR,1.707797401891189892353395407554,2.388542433825449951001473891665,-92,-3.583905612671093088295037887292,-81,1
========================================================================
Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 8 commits ago [14ee37b26eb555b65ac9a3558f641611a22bc601, 8702])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:31:30] 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: 975fa4a3-1cf5-4ed0-8408-3c4b8ae9d60a
_________________________________
| OmniOpt2 - Tuning up for success! |
=================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BOTORCH_MODULAR --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --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=BOTORCH_MODULAR --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=44 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR 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 │ -6 │ -48.65253388881683 │ -51 │ 8 │ 1.4864882907 │ 2.0003586596 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, Started OmniOpt2 run...
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, getting new HP set (no sbatch)
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, eval #1/1 start
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, starting new job
2025-10-22 05:31:32 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, started new job
2025-10-22 05:31:41 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, new result: 1.48648829067043
2025-10-22 05:31:43 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-22 05:31:43 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-22 05:31:44 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, requested 1 jobs, got 1, 0.75 s/job
2025-10-22 05:31:44 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, eval #1/1 start
2025-10-22 05:31:44 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, starting new job
2025-10-22 05:31:44 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, started new job
2025-10-22 05:31:53 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 1 done, new result: 1.70779740189119
2025-10-22 05:31:56 (12b35291-4823-4e63-b85a-0d002bbf83f6): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761111092,753.2734375,24.0
