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
0,1767529666,2,ecf84770-440e-434c-b5a2-21f94b0e457c,1767529668,1767529674,6,./.tests/optimization_example --int_param='-18' --float_param='-50.81060618162155151367' --choice_param='4' --int_param_two='-87' --nr_results=2,0,,runnervmh13bl,-18,-87,-50.810606181621551513671875,4,0_0,COMPLETED,SOBOL,1.702902950899999989786692822236,2.561312604599999875887306188815,-18,-50.810606181621551513671875,-87,4
1,1767529678,2,ecf84770-440e-434c-b5a2-21f94b0e457c,1767529680,1767529686,6,./.tests/optimization_example --int_param='-99' --float_param='-2.65509148833347508045' --choice_param='2' --int_param_two='0' --nr_results=2,0,,runnervmh13bl,-99,0,-2.655091488333475080452217298443,2,1_0,COMPLETED,BO_MIXED,1.226378711014149969216191493615,2.076173886048739980481059319573,-99,-2.655091488333475080452217298443,0,2
========================================================================
Current git-hash: c8c7eb80218f7ef99495ec4e85e7a68092988de6 (last fully tested stable version 10 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:27:41] 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: 54a6f1ae-0bd1-4dfb-ae5a-e0748fe55e79
_____ _____ __ ___
/\ __`\ __/\ __`\ /\ \__ /'___`\
\ \ \/\ \ ___ ___ ___ /\_\ \ \/\ \ _____\ \ ,_\/\_\ /\ \
\ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__
\ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_ // /_\ \
\ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
\/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/ \/__/\/_____/
\ \_\
\/_/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --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=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&run_nr=556 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BO_MIXED 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -99 │ -2.655091488333475 │ 0 │ 2 │ 1.22637871101415 │ 2.07617388604874 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, Started OmniOpt2 run...
2026-01-04 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-01-04 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, eval #1/1 start
2026-01-04 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, starting new job
2026-01-04 12:27:46 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, started new job
2026-01-04 12:27:55 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, new result: RESULT1: 1.702903, RESULT2: 2.561313
2026-01-04 12:27:57 (ecf84770-440e-434c-b5a2-21f94b0e457c): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 12:27:58 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, getting new HP set (no sbatch)
2026-01-04 12:27:58 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, requested 1 jobs, got 1, 1.16 s/job
2026-01-04 12:27:58 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, eval #1/1 start
2026-01-04 12:27:58 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, starting new job
2026-01-04 12:27:58 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, started new job
2026-01-04 12:28:07 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 1 done, new result: RESULT1: 1.226379, RESULT2: 2.076174
2026-01-04 12:28:11 (ecf84770-440e-434c-b5a2-21f94b0e457c): BO_MIXED, 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
1767529663,784.3046875,27.3
