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
0,1778068292,2,dfd5ad0c-de90-4fae-928c-ba4ee607c969,1778068294,1778068300,6,./.tests/optimization_example --int_param='5' --float_param='-40.59100210666656494141' --choice_param='16' --int_param_two='-1' --nr_results=2,0,,runnervmrc6n4,5,-1,-40.591002106666557835978892398998,16,0_0,COMPLETED,SOBOL,1.869278552299999951458175928565,2.786013583299999929465684544994,5,-40.59100210666656494140625,-1,16
1,1778068303,1,dfd5ad0c-de90-4fae-928c-ba4ee607c969,1778068304,1778068310,6,./.tests/optimization_example --int_param='-72' --float_param='-39.28097757951990587344' --choice_param='4' --int_param_two='-83' --nr_results=2,0,,runnervmrc6n4,-72,-83,-39.280977579519912978867068886757,4,1_0,COMPLETED,UNIFORM,1.412246483451780054707569433958,2.357887756402730072835538521758,-72,-39.280977579519905873439711285755,-83,4
========================================================================
Current git-hash: 2beafd4eb7ceada8d47cd0d837df6a623415e22f (last fully tested stable version 1 commit ago [6efe9b5645abb6a4e0471dd42a96833aed7eb7e7, 9293])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:51:30] 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: 7579980d-977f-4292-81b0-ee9e7548deb8
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_UNIFORM --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=UNIFORM --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=88 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then UNIFORM 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 │ -72 │ -39.280977579519906 │ -83 │ 4 │ 1.41224648345178 │ 2.35788775640273 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, Started OmniOpt2 run...
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, eval #1/1 start
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, starting new job
2026-05-06 11:51:32 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, started new job
2026-05-06 11:51:41 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, new result: RESULT1: 1.869279, RESULT2: 2.786014
2026-05-06 11:51:42 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): SOBOL, 1 done, finishing jobs, finished 1 job
2026-05-06 11:51:42 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, getting new HP set (no sbatch)
2026-05-06 11:51:42 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2026-05-06 11:51:42 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, eval #1/1 start
2026-05-06 11:51:43 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, starting new job
2026-05-06 11:51:43 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, started new job
2026-05-06 11:51:52 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 1 done, new result: RESULT1: 1.412246, RESULT2: 2.357888
2026-05-06 11:51:54 (dfd5ad0c-de90-4fae-928c-ba4ee607c969): UNIFORM, 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
1778068290,741.40625,28.2
