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,RESULT,int_param,float_param,int_param_two,choice_param
0,1767523523,2,b96c1cd4-c185-483d-86ec-7c4f0c5e7f43,1767523525,1767523531,6,./.tests/optimization_example --random_sem --int_param='-12' --float_param='-43.59486103057861328125' --choice_param='8' --int_param_two='-28' --nr_results=1,0,,runnervmdwttx,-12,-28,-43.594861030578606175822642398998,8,0_0,COMPLETED,SOBOL,-37477.125185812503332272171974182129,-12,-43.59486103057861328125,-28,8
1,1767523534,2,b96c1cd4-c185-483d-86ec-7c4f0c5e7f43,1767523536,1767523542,6,./.tests/optimization_example --random_sem --int_param='-99' --float_param='-81.88477015022499472252' --choice_param='16' --int_param_two='-80' --nr_results=1,0,,runnervmdwttx,-99,-80,-81.884770150224994722520932555199,16,1_0,COMPLETED,BOTORCH_MODULAR,-256800.95284057399840094149112701416,-99,-81.884770150224994722520932555199,-80,16
========================================================================
Current git-hash: 267ac62ba995c36b5a9896ed7c0d759c5dca5786 (last fully tested stable version 4 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:45:20] 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: 72e27854-4001-41aa-b930-95d789654daa
______ .___ ___. .__ __. __ ______ .______ .___________.___
/ __ \ | \/ | | \ | | | | / __ \ | _ \ | |__ \
| | | | | \ / | | \| | | | | | | | | |_) | `---| |----` ) |
| | | | | |\/| | | . ` | | | | | | | | ___/ | | / /
| `--' | | | | | | |\ | | | | `--' | | | | | / /_
\______/ |__| |__| |__| \__| |__| \______/ | _| |__| |____|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=2193 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 --random_sem --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -99 │ -80 │ -81.884770150225 │ 16 │ -99 │ -81.884770150225 │ -80 │ 16 │ -256800.952840574 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴──────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.032 │ 1 │ 0.032 │
│ 2 │ 0.397 │ 1 │ 0.397 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.214 │ │ │
│ Median │ 0.214 │ │ │
│ Total │ 0.429 │ │ │
│ Max │ 0.397 │ │ │
│ Min │ 0.032 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.113 │ 1 │ 0.113 │
│ 2 │ 0.077 │ 1 │ 0.077 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.190 │ │ │
│ Max │ 0.113 │ │ │
│ Min │ 0.077 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, Started OmniOpt2 run...
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, getting new HP set (no sbatch)
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, eval #1/1 start
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, starting new job
2026-01-04 10:45:23 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, started new job
2026-01-04 10:45:32 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, new result: RESULT: -37477.125186 (SEM: 0.650666)
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): SOBOL, best RESULT: -37477.1251858125, finishing jobs, finished 1 job
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, getting new HP set (no sbatch)
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, requested 1 jobs, got 1, 0.40 s/job
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, eval #1/1 start
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, starting new job
2026-01-04 10:45:34 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, started new job
2026-01-04 10:45:44 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -37477.1251858125, new result: RESULT: -256800.952841 (SEM: 0.192848)
2026-01-04 10:45:45 (b96c1cd4-c185-483d-86ec-7c4f0c5e7f43): BOTORCH_MODULAR, best RESULT: -256800.952840574, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767523521,756.42578125,28.3
