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
0,1767525611,2,596641e5-7cff-4283-a50b-1785bd0eefcc,1767525613,1767525619,6,./.tests/optimization_example --int_param='-65' --float_param='-91.46128863096237182617' --choice_param='4' --int_param_two='-36' --nr_results=2,0,,runnervmdwttx,-65,-36,-91.461288630962371826171875,4,0_0,COMPLETED,SOBOL,1.923558621299999993325968716817,2.174610244000000136566086439416,-65,-91.461288630962371826171875,-36,4
1,1767525622,2,596641e5-7cff-4283-a50b-1785bd0eefcc,1767525624,1767525630,6,./.tests/optimization_example --int_param='1' --float_param='0.04900481897758188904' --choice_param='1' --int_param_two='-18' --nr_results=2,0,,runnervmdwttx,1,-18,0.049004818977581798833398352144,1,1_0,COMPLETED,BOTORCH_MODULAR,1.943150240303120002138825839211,2.538514233750420068247422022978,1,0.049004818977581889039019102938,-18,1
========================================================================
Current git-hash: 267ac62ba995c36b5a9896ed7c0d759c5dca5786 (last fully tested stable version 4 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:20:08] 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: 837238ee-ec5a-462f-8ef7-dae8e6eeaddb
_______________________________________
| OmniOpt2 - Turning knobs since day one! |
=======================================
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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 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=524 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 │ -65 │ -91.46128863096237 │ -36 │ 4 │ 1.9235586213 │ 2.174610244 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴─────────────┘
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 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, Started OmniOpt2 run...
2026-01-04 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, eval #1/1 start
2026-01-04 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, starting new job
2026-01-04 11:20:11 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, started new job
2026-01-04 11:20:20 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, new result: RESULT1: 1.923559, RESULT2: 2.174610
2026-01-04 11:20:21 (596641e5-7cff-4283-a50b-1785bd0eefcc): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 11:20:22 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2026-01-04 11:20:22 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.56 s/job
2026-01-04 11:20:22 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, eval #1/1 start
2026-01-04 11:20:22 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, starting new job
2026-01-04 11:20:22 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, started new job
2026-01-04 11:20:31 (596641e5-7cff-4283-a50b-1785bd0eefcc): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.943150, RESULT2: 2.538514
2026-01-04 11:20:34 (596641e5-7cff-4283-a50b-1785bd0eefcc): 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
1767525608,756.66796875,28.6
