trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1778068668,2,edc680dc-0ae1-4fac-8630-667563b499a6,1778068670,1778068676,6,.tests/optimization_example_all_float --x=-959.11452174186706542969 --y=-626.62109732627868652344 --z=-420.27479410171508789062 --a=77.80921459197998046875,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-15142394.11919949948787689208984375,-959.1145217418670654296875,-626.6210973262786865234375,-420.274794101715087890625,77.80921459197998046875
1,1778068679,1,edc680dc-0ae1-4fac-8630-667563b499a6,1778068680,1778068686,6,.tests/optimization_example_all_float --x=841.98998659849166870117 --y=721.69299237430095672607 --z=964.62218835949897766113 --a=-833.15544761717319488525,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-28373100.5629781000316143035888671875,841.989986598491668701171875,721.69299237430095672607421875,964.6221883594989776611328125,-833.15544761717319488525390625
========================================================================
Current git-hash: a2c5908472f90ba58f1892495ab3fc1b720df57f (last fully tested stable version 2 commits ago [2beafd4eb7ceada8d47cd0d837df6a623415e22f, 9294])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:57:45] 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: 1686110b-7aa4-4297-b379-c3d3bfdb4872
______________________________________________
| OmniOpt2 - May the optimal values be with you. |
==============================================
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omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=102 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_all_float --x=%(x) --y=%(y) --z=%(z) --a=%(a)
Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x │ range │ -1000 │ 1000 │ float │ No │
│ y │ range │ -1000 │ 1000 │ float │ No │
│ z │ range │ -1000 │ 1000 │ float │ No │
│ a │ range │ -1000 │ 1000 │ 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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ a ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 841.9899865984917 │ 721.692992374301 │ 964.622188359499 │ -833.1554476171732 │ -28373100.5629781 │
└───────────────────┴──────────────────┴──────────────────┴────────────────────┴───────────────────┘
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 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.472 │ 1 │ 0.472 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.248 │ │ │
│ Median │ 0.248 │ │ │
│ Total │ 0.496 │ │ │
│ Max │ 0.472 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.118 │ 1 │ 0.118 │
│ 2 │ 0.068 │ 1 │ 0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.093 │ │ │
│ Median │ 0.093 │ │ │
│ Total │ 0.187 │ │ │
│ Max │ 0.118 │ │ │
│ Min │ 0.068 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, Started OmniOpt2 run...
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, eval #1/1 start
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, starting new job
2026-05-06 11:57:48 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, started new job
2026-05-06 11:57:57 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, new result: RESULT: -15142394.119199
2026-05-06 11:57:58 (edc680dc-0ae1-4fac-8630-667563b499a6): SOBOL, best RESULT: -15142394.1191995, finishing jobs, finished 1 job
2026-05-06 11:57:58 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, getting new HP set (no sbatch)
2026-05-06 11:57:58 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, requested 1 jobs, got 1, 0.47 s/job
2026-05-06 11:57:59 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, eval #1/1 start
2026-05-06 11:57:59 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, starting new job
2026-05-06 11:57:59 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, started new job
2026-05-06 11:58:08 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -15142394.1191995, new result: RESULT: -28373100.562978
2026-05-06 11:58:09 (edc680dc-0ae1-4fac-8630-667563b499a6): BOTORCH_MODULAR, best RESULT: -28373100.5629781, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778068666,741.26171875,28.6
