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
0,1767529691,2,6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa,1767529693,1767529699,6,./.tests/optimization_example --int_param='-2' --float_param='-98.47468971274793148041' --choice_param='2' --int_param_two='-69' --nr_results=2,0,,runnervmh13bl,-2,-69,-98.474689712747917269552999641746,2,0_0,COMPLETED,SOBOL,1.752792421600000150050391312107,2.313503338099999862009781281813,-2,-98.47468971274793148040771484375,-69,2
1,1767529703,2,6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa,1767529705,1767529711,6,./.tests/optimization_example --int_param='-70' --float_param='7.7030362629420183751' --choice_param='4' --int_param_two='-3' --nr_results=2,0,,runnervmh13bl,-70,-3,7.703036262942017486921031377278,4,1_0,COMPLETED,BOTORCH_MODULAR,1.877446167710340008127900546242,2.155973616845099805061636288883,-70,7.703036262942018375099451077404,-3,4
========================================================================
Current git-hash: 3bb4fe033a6a03e62be268ba0b4f542c23d2c237 (last fully tested stable version 12 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:28:05] 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: 2dcd61e4-2898-4ab3-81ef-feaa093c1419
_________________________________________________
/ \
| OmniOpt2 - Tuning like a Jedi: Feel the force of |
| the optimal values. |
\ /
=================================================
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O O ) / |
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(_.) _ ) /
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<----|====O)))==) \) /====
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______( (_ / \______
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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=558 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ 0 │ -2 │ -98.47468971274793 │ -69 │ 2 │ 1.7527924216000002 │ 2.3135033381 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼─────────────────┤
│ 1 │ -70 │ 7.703036262942018 │ -3 │ 4 │ 1.87744616771034 │ 2.1559736168451 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴─────────────────┘
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 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, Started OmniOpt2 run...
2026-01-04 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-01-04 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, eval #1/1 start
2026-01-04 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, starting new job
2026-01-04 12:28:11 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, started new job
2026-01-04 12:28:20 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, new result: RESULT1: 1.752792, RESULT2: 2.313503
2026-01-04 12:28:22 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 12:28:23 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2026-01-04 12:28:23 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.72 s/job
2026-01-04 12:28:23 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, eval #1/1 start
2026-01-04 12:28:23 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, starting new job
2026-01-04 12:28:23 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, started new job
2026-01-04 12:28:32 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.877446, RESULT2: 2.155974
2026-01-04 12:28:35 (6f8eef1d-6c7f-4ec5-9765-c0d319f3b4aa): 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
1767529686,784.44921875,27.1
