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
0,1769926093,2,8e93f708-c00a-4a5d-84b4-2f57f638eb96,1769926095,1769926101,6,./.tests/optimization_example --int_param='-71' --float_param='-61.34719133377075195312' --choice_param='8' --int_param_two='-84' --nr_results=2,0,,runnervmkj6or,-71,-84,-61.347191333770751953125,8,0_0,COMPLETED,SOBOL,1.983192390400000171268857229734,2.112187260599999838461826584535,-71,-61.347191333770751953125,-84,8
1,1769926105,2,8e93f708-c00a-4a5d-84b4-2f57f638eb96,1769926107,1769926113,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmkj6or,10,10,10,1,1_0,COMPLETED,BO_MIXED,1.799200839902370008260845679615,2.524021006046920145848844185821,10,10,10,1
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-01 06:08:09] 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: e616a5a7-eb6e-4cd0-a1c1-8f7768cc3088
_________________________________________________
/ \
| OmniOpt2 - Inception-level optimization: going de |
| eper with every layer. |
\ /
=================================================
\
\
\
\
__---__
_- /--______
__--( / \ )XXXXXXXXXXX\v.
.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
/XXXXX( )--_ XXXXXXXXXXX\
/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
XXXXXX__/ XXXXXX \__---->
---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
\-\ ___/ XXXXXX '--- XXXXXX
\-\/XXX\ XXXXXX /XXXXX
\XXXXXXXXX \ /XXXXX/
\XXXXXX > _/XXXXX/
\XXXXX--__/ __-- XXXX/
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""VXXXXXXXXXXXXXXXXXXV""
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=586 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -71 │ -61.34719133377075 │ -84 │ 8 │ 1.9831923904000002 │ 2.1121872606 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 1 │ 10 │ 10 │ 10 │ 1 │ 1.79920083990237 │ 2.52402100604692 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, Started OmniOpt2 run...
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, getting new HP set (no sbatch)
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, eval #1/1 start
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, starting new job
2026-02-01 06:08:13 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, started new job
2026-02-01 06:08:22 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, new result: RESULT1: 1.983192, RESULT2: 2.112187
2026-02-01 06:08:23 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): SOBOL, 1 done, finishing jobs, finished 1 job
2026-02-01 06:08:25 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, getting new HP set (no sbatch)
2026-02-01 06:08:25 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, requested 1 jobs, got 1, 1.85 s/job
2026-02-01 06:08:25 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, eval #1/1 start
2026-02-01 06:08:25 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, starting new job
2026-02-01 06:08:25 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, started new job
2026-02-01 06:08:34 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): BO_MIXED, 1 done, new result: RESULT1: 1.799201, RESULT2: 2.524021
2026-02-01 06:08:37 (8e93f708-c00a-4a5d-84b4-2f57f638eb96): 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
1769926090,791.6328125,26.9
