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
0,1778066622,2,18683efd-e0c2-4ec4-9df4-5e1989b5a51e,1778066624,1778066630,6,./.tests/optimization_example --int_param='-73' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmrc6n4,-73,1,1,1,0_0,COMPLETED,SOBOL,-61672.120000000002619344741106033325,-73,-59.233034551143646240234375
1,1778066633,2,18683efd-e0c2-4ec4-9df4-5e1989b5a51e,1778066635,1778066641,6,./.tests/optimization_example --int_param='10' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmrc6n4,10,1,1,1,1_0,COMPLETED,BOTORCH_MODULAR,-916.120000000000004547473508864641,10,10
========================================================================
Current git-hash: 2beafd4eb7ceada8d47cd0d837df6a623415e22f (last fully tested stable version 1 commit ago [6efe9b5645abb6a4e0471dd42a96833aed7eb7e7, 9293])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:23:40] 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: 46d28083-954d-400d-b565-4c049882a988
_________________________________________________
/ \
| OmniOpt2 - A trip through the hyperspace of the p |
| arameter landscape. |
\ /
=================================================
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( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
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(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289JzEn --parameter int_param range -100 10 int --parameter float_param range -100 10 float --num_random_steps 1 --model BOTORCH_MODULAR --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=401 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='1' --choice_param='1' --int_param_two='1'
Experiment parameters
┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ int │ No │
│ float_param │ range │ -100 │ 10 │ float │ 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 ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ -73 │ 1 │ 1 │ 1 │ -73 │ -59.233034551143646 │ -61672.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────┘
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 │ 0.022 │ 1 │ 0.022 │
│ 2 │ 0.507 │ 1 │ 0.507 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.265 │ │ │
│ Median │ 0.265 │ │ │
│ Total │ 0.529 │ │ │
│ Max │ 0.507 │ │ │
│ Min │ 0.022 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.119 │ 1 │ 0.119 │
│ 2 │ 0.070 │ 1 │ 0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.189 │ │ │
│ Max │ 0.119 │ │ │
│ Min │ 0.070 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, Started OmniOpt2 run...
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, eval #1/1 start
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, starting new job
2026-05-06 11:23:42 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, started new job
2026-05-06 11:23:51 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, new result: RESULT: -61672.120000
2026-05-06 11:23:52 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): SOBOL, best RESULT: -61672.12, finishing jobs, finished 1 job
2026-05-06 11:23:53 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, getting new HP set (no sbatch)
2026-05-06 11:23:53 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, requested 1 jobs, got 1, 0.51 s/job
2026-05-06 11:23:53 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, eval #1/1 start
2026-05-06 11:23:53 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, starting new job
2026-05-06 11:23:53 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, started new job
2026-05-06 11:24:02 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, new result: RESULT: -916.120000
2026-05-06 11:24:03 (18683efd-e0c2-4ec4-9df4-5e1989b5a51e): BOTORCH_MODULAR, best RESULT: -61672.12, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778066620,741.08203125,28.3
