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
0,1766935476,2,46c875d8-1095-453b-8f10-ce8078341ba4,1766935478,1766935484,6,./.tests/optimization_example --int_param='-77' --float_param='-41.29473209381103515625' --choice_param='16' --int_param_two='-9' --nr_results=2,0,,runnervmdwttx,-77,-9,-41.294732093811042261677357601002,16,0_0,COMPLETED,SOBOL,1.526230647100000004101616468688,2.03818464009999988917343216599,-77,-41.29473209381103515625,-9,16
1,1766935487,2,46c875d8-1095-453b-8f10-ce8078341ba4,1766935489,1766935495,6,./.tests/optimization_example --int_param='-67' --float_param='-2.97214471236593169579' --choice_param='2' --int_param_two='-54' --nr_results=2,0,,runnervmdwttx,-67,-54,-2.972144712365932139874757922371,2,1_0,COMPLETED,UNIFORM,1.166383561286240100329791857803,2.200875453508590151585622152197,-67,-2.972144712365931695785548072308,-54,2
========================================================================
Current git-hash: ad087dd73090c1a87458712610fa3da008ba8cc9 (last fully tested stable version 8 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:24:32] 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: c064b216-5f15-4148-b319-5af5bc8a0eb1
_________________________________________________
/ \
| OmniOpt2 - Machine, data, parameters – the holy t |
| rinity of truth. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=416 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -77 │ -41.294732093811035 │ -9 │ 16 │ 1.5262306471 │ 2.0381846401 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -67 │ -2.9721447123659317 │ -54 │ 2 │ 1.16638356128624 │ 2.20087545350859 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, Started OmniOpt2 run...
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, eval #1/1 start
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, starting new job
2025-12-28 15:24:36 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, started new job
2025-12-28 15:24:45 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, new result: RESULT1: 1.526231, RESULT2: 2.038185
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): SOBOL, 1 done, finishing jobs, finished 1 job
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, getting new HP set (no sbatch)
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, eval #1/1 start
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, starting new job
2025-12-28 15:24:47 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, started new job
2025-12-28 15:24:56 (46c875d8-1095-453b-8f10-ce8078341ba4): UNIFORM, 1 done, new result: RESULT1: 1.166384, RESULT2: 2.200875
2025-12-28 15:25:00 (46c875d8-1095-453b-8f10-ce8078341ba4): 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
1766935472,756.42578125,28.6
