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
0,1767529333,2,e26dc36c-6e2f-48c8-a337-fab4f1874ef8,1767529335,1767529341,6,./.tests/optimization_example --int_param='-4' --float_param='-52.89476037025451660156' --choice_param='16' --int_param_two='-60' --nr_results=2,0,,runnervmh13bl,-4,-60,-52.8947603702545166015625,16,0_0,COMPLETED,SOBOL,1.01855059810000003750474206754,2.608359659400000030160526875989,-4,-52.8947603702545166015625,-60,16
1,1767529345,2,e26dc36c-6e2f-48c8-a337-fab4f1874ef8,1767529347,1767529353,6,./.tests/optimization_example --int_param='-99' --float_param='-23.50783792458522114543' --choice_param='4' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-99,10,-23.507837924585221145434843492694,4,1_0,COMPLETED,BOTORCH_MODULAR,1.434339646323679939854400799959,2.395407953622879837496384425322,-99,-23.507837924585221145434843492694,10,4
========================================================================
Current git-hash: 9ab1db60a7865c1670e9a50309a47be995a87dac (last fully tested stable version 9 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:22:08] 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: 4f662888-8008-4378-90e7-7e584412fe4b
_________________________________________________
/ \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
| am the One. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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 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=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=552 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 │ -4 │ -52.89476037025452 │ -60 │ 16 │ 1.0185505981 │ 2.6083596594 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -99 │ -23.50783792458522 │ 10 │ 4 │ 1.43433964632368 │ 2.39540795362288 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, Started OmniOpt2 run...
2026-01-04 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-01-04 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, eval #1/1 start
2026-01-04 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, starting new job
2026-01-04 12:22:13 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, started new job
2026-01-04 12:22:22 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, new result: RESULT1: 1.018551, RESULT2: 2.608360
2026-01-04 12:22:24 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 12:22:25 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2026-01-04 12:22:25 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.68 s/job
2026-01-04 12:22:25 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, eval #1/1 start
2026-01-04 12:22:25 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, starting new job
2026-01-04 12:22:25 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, started new job
2026-01-04 12:22:34 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.434340, RESULT2: 2.395408
2026-01-04 12:22:38 (e26dc36c-6e2f-48c8-a337-fab4f1874ef8): BOTORCH_MODULAR, 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
1767529330,784.296875,27.1
