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
0,1767527462,2,968da71d-3d10-4ff8-b2bd-996d89b21a32,1767527464,1767527470,6,.tests/optimization_example_all_float --x=-594.82795000076293945312 --y=-997.07000330090522766113 --z=-768.04791390895843505859 --a=165.552616119384765625,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-19865574.5967121012508869171142578125,-594.827950000762939453125,-997.0700033009052276611328125,-768.04791390895843505859375,165.552616119384765625
1,1767527473,2,968da71d-3d10-4ff8-b2bd-996d89b21a32,1767527475,1767527481,6,.tests/optimization_example_all_float --x=785.23500822484493255615 --y=968.84457208216190338135 --z=749.32789057493209838867 --a=-990.74891395866870880127,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-30831406.8383858986198902130126953125,785.23500822484493255615234375,968.84457208216190338134765625,749.327890574932098388671875,-990.74891395866870880126953125
========================================================================
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 11:50:59] 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: 0a407401-b50e-479f-9314-6c79035e4b43
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&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 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 785.2350082248449 │ 968.8445720821619 │ 749.3278905749321 │ -990.7489139586687 │ -30831406.8383859 │
└───────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.283 │ 1 │ 0.283 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.153 │ │ │
│ Median │ 0.153 │ │ │
│ Total │ 0.306 │ │ │
│ Max │ 0.283 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.109 │ 1 │ 0.109 │
│ 2 │ 0.071 │ 1 │ 0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.090 │ │ │
│ Median │ 0.090 │ │ │
│ Total │ 0.181 │ │ │
│ Max │ 0.109 │ │ │
│ Min │ 0.071 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, Started OmniOpt2 run...
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, eval #1/1 start
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, starting new job
2026-01-04 11:51:02 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, started new job
2026-01-04 11:51:11 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, new result: RESULT: -19865574.596712
2026-01-04 11:51:12 (968da71d-3d10-4ff8-b2bd-996d89b21a32): SOBOL, best RESULT: -19865574.5967121, finishing jobs, finished 1 job
2026-01-04 11:51:13 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, getting new HP set (no sbatch)
2026-01-04 11:51:13 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, requested 1 jobs, got 1, 0.28 s/job
2026-01-04 11:51:13 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, eval #1/1 start
2026-01-04 11:51:13 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, starting new job
2026-01-04 11:51:13 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, started new job
2026-01-04 11:51:22 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -19865574.5967121, new result: RESULT: -30831406.838386
2026-01-04 11:51:23 (968da71d-3d10-4ff8-b2bd-996d89b21a32): BOTORCH_MODULAR, best RESULT: -30831406.8383859, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767527459,756.46484375,28.6
