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
0,1768118295,2,f089d883-1259-4c6d-a7eb-876c50912ffe,1768118297,1768118303,6,./.tests/optimization_example --int_param='-83' --float_param='-52.89311468601226806641' --choice_param='2' --int_param_two='-68' --nr_results=2,0,,runnervm4c2pk,-83,-68,-52.893114686012260960978892398998,2,0_0,COMPLETED,SOBOL,1.914563856900000082816859503509,2.680535631300000165566643772763,-83,-52.89311468601226806640625,-68,2
1,1768118306,2,f089d883-1259-4c6d-a7eb-876c50912ffe,1768118308,1768118314,6,./.tests/optimization_example --int_param='-32' --float_param='-96.31176764584466809538' --choice_param='hallo' --int_param_two='-23' --nr_results=2,0,,runnervm4c2pk,-32,-23,-96.311767645844668095378438010812,hallo,1_0,COMPLETED,UNIFORM,1.764257749150609955179902499367,2.655200806304010008318527980009,-32,-96.311767645844668095378438010812,-23,hallo
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (last fully tested stable version 1 commit ago [02398bad90d1e0fc215adf64da1f60f9481909da, 9228])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-11 07:58:11] 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: 1af5ffc4-542c-45a1-9486-3f617b0fc51e
_________________________________________________
/ \
| OmniOpt2 - Cracking the code of perfect parameter |
| s! |
\ /
=================================================
\
\
\
\
__---__
_- /--______
__--( / \ )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/
-XXXXXXXX--------------- XXXXXX-
\XXXXXXXXXXXXXXXXXXXXXXXXXX/
""VXXXXXXXXXXXXXXXXXXV""
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=572 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 │ -32 │ -96.31176764584467 │ -23 │ hallo │ 1.76425774915061 │ 2.65520080630401 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, Started OmniOpt2 run...
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, getting new HP set (no sbatch)
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, eval #1/1 start
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, starting new job
2026-01-11 07:58:15 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, started new job
2026-01-11 07:58:24 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, new result: RESULT1: 1.914564, RESULT2: 2.680536
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, getting new HP set (no sbatch)
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, eval #1/1 start
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, starting new job
2026-01-11 07:58:26 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, started new job
2026-01-11 07:58:35 (f089d883-1259-4c6d-a7eb-876c50912ffe): UNIFORM, 1 done, new result: RESULT1: 1.764258, RESULT2: 2.655201
2026-01-11 07:58:40 (f089d883-1259-4c6d-a7eb-876c50912ffe): 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
1768118292,756.32421875,28.7
