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
0,1778068766,2,35429834-4fdd-4ac6-8cd4-3b5164491180,1778068768,1778068774,6,./.tests/optimization_example --int_param='-23' --float_param='-91.66162036359310150146' --choice_param='1' --int_param_two='7' --nr_results=2,0,,runnervmrc6n4,-23,7,-91.66162036359310150146484375,1,0_0,COMPLETED,SOBOL,1.908849928400000006689651854686,2.794459445500000249751337833004,-23,-91.66162036359310150146484375,7,1
1,1778068778,1,35429834-4fdd-4ac6-8cd4-3b5164491180,1778068779,1778068785,6,./.tests/optimization_example --int_param='-85' --float_param='-7.66824684105813503265' --choice_param='4' --int_param_two='-61' --nr_results=2,0,,runnervmrc6n4,-85,-61,-7.668246841058134144475388893625,4,1_0,COMPLETED,BOTORCH_MODULAR,1.292556269866510065824627417896,2.000035313048530216661902159103,-85,-7.66824684105813503265380859375,-61,4
========================================================================
Current git-hash: aa6118605300e88fb4df35c4ce54545597b6252c (last fully tested stable version 1 commit ago [2beafd4eb7ceada8d47cd0d837df6a623415e22f, 9294])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:59:24] 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: b42a765e-3400-4e96-a8da-5a6192d97954
_________________________________________________
/ \
| OmniOpt2 - Dancing on the edge of chaos – welcome |
| to the tuning dimension. |
\ /
=================================================
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<----|====O)))==) \) /====
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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=93 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -85 │ -7.668246841058135 │ -61 │ 4 │ 1.29255626986651 │ 2.00003531304853 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 11:59:26 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, Started OmniOpt2 run...
2026-05-06 11:59:26 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:59:26 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-06 11:59:26 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, eval #1/1 start
2026-05-06 11:59:26 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, starting new job
2026-05-06 11:59:27 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, started new job
2026-05-06 11:59:36 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, new result: RESULT1: 1.908850, RESULT2: 2.794459
2026-05-06 11:59:37 (35429834-4fdd-4ac6-8cd4-3b5164491180): SOBOL, 1 done, finishing jobs, finished 1 job
2026-05-06 11:59:38 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2026-05-06 11:59:38 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.84 s/job
2026-05-06 11:59:38 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, eval #1/1 start
2026-05-06 11:59:38 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, starting new job
2026-05-06 11:59:38 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, started new job
2026-05-06 11:59:47 (35429834-4fdd-4ac6-8cd4-3b5164491180): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.292556, RESULT2: 2.000035
2026-05-06 11:59:49 (35429834-4fdd-4ac6-8cd4-3b5164491180): 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
1778068764,741.8125,28
