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
0,1767528538,2,e5f46254-ebc2-42a1-91e0-4b4e34ab9abe,1767528540,1767528546,6,./.tests/optimization_example --int_param='-52' --float_param='-50.86503505706787109375' --choice_param='16' --int_param_two='-8' --nr_results=2,0,,runnervmdwttx,-52,-8,-50.86503505706787109375,16,0_0,COMPLETED,SOBOL,1.185396674599999977672837303544,2.288123476200000006031132215867,-52,-50.86503505706787109375,-8,16
1,1767528549,1,e5f46254-ebc2-42a1-91e0-4b4e34ab9abe,1767528550,1767528556,6,./.tests/optimization_example --int_param='-26' --float_param='-2.72596948176372677608' --choice_param='1' --int_param_two='-94' --nr_results=2,0,,runnervmdwttx,-26,-94,-2.725969481763726776080147828907,1,1_0,COMPLETED,UNIFORM,1.112280566551820060183786154084,2.35048361550750017912037037604,-26,-2.725969481763726776080147828907,-94,1
========================================================================
Current git-hash: 1fb1086e9a3ddebbb1a66a445101c41041e9fa4f (last fully tested stable version 8 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:08:55] 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: 6597e20c-c21b-4e1f-be2c-caf517e301bf
_________________________________________________
/ \
| OmniOpt2 - Hyperparameters: The Hitchcock thrille |
| r of machine learning. |
\ /
=================================================
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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=544 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 │ -52 │ -50.86503505706787 │ -8 │ 16 │ 1.1853966746 │ 2.2881234762 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼─────────────────┤
│ 1 │ -26 │ -2.7259694817637268 │ -94 │ 1 │ 1.11228056655182 │ 2.3504836155075 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴─────────────────┘
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 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, Started OmniOpt2 run...
2026-01-04 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, eval #1/1 start
2026-01-04 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, starting new job
2026-01-04 12:08:58 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, started new job
2026-01-04 12:09:07 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, new result: RESULT1: 1.185397, RESULT2: 2.288123
2026-01-04 12:09:08 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 12:09:08 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, getting new HP set (no sbatch)
2026-01-04 12:09:08 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2026-01-04 12:09:09 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, eval #1/1 start
2026-01-04 12:09:09 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, starting new job
2026-01-04 12:09:09 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, started new job
2026-01-04 12:09:18 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): UNIFORM, 1 done, new result: RESULT1: 1.112281, RESULT2: 2.350484
2026-01-04 12:09:21 (e5f46254-ebc2-42a1-91e0-4b4e34ab9abe): 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
1767528535,756.47265625,28.7
