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
0,1766939864,2,8c6e9a96-2993-4d0a-b172-a2f1a29e70bb,1766939866,1766939872,6,.tests/optimization_example_all_float --x=-330.253124237060546875 --y=-706.72255754470825195312 --z=477.188587188720703125 --a=291.8994426727294921875,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-9238535.01966678909957408905029296875,-330.253124237060546875,-706.722557544708251953125,477.188587188720703125,291.8994426727294921875
1,1766939876,1,8c6e9a96-2993-4d0a-b172-a2f1a29e70bb,1766939877,1766939883,6,.tests/optimization_example_all_float --x=938.46803717315196990967 --y=800.57726241648197174072 --z=-892.38163828849792480469 --a=-887.88228668272495269775,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-31065748.0847348012030124664306640625,938.46803717315196990966796875,800.57726241648197174072265625,-892.3816382884979248046875,-887.88228668272495269775390625
========================================================================
Current git-hash: 9cf7afc9f7659177ae628758d3cc50076a2e8673 (last fully tested stable version 1 commit ago [1caf8cebfd6257e0c8784a73c3a511fe4c953f90, 9193])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:37:40] 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: 7c0d2bf8-536f-4485-99a9-b85278e8ae6a
________________________________________
| OmniOpt2 - Cooking up some optimization! |
========================================
\
\
\
\
/ \\ //\\
|\\___/| / \\// \\\\
/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
(( // / )) '/\\ / ~-. _ .-~ .-~^-. \\
(( /// )) `. { } / \\ \\
(( / )) .----~-.\\ \\-' .~ \\ `. \\^-.
///.----..> \\ _ -~ `. ^-` ^-_
///-._ _ _ _ _ _ _}^ - - - - ~ ~-- ,.-~
/.-~
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=460 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 ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 938.468037173152 │ 800.577262416482 │ -892.3816382884979 │ -887.882286682725 │ -31065748.0847348 │
└──────────────────┴──────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.329 │ 1 │ 0.329 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.182 │ │ │
│ Median │ 0.182 │ │ │
│ Total │ 0.364 │ │ │
│ Max │ 0.329 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.231 │ 1 │ 0.231 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.157 │ │ │
│ Median │ 0.157 │ │ │
│ Total │ 0.314 │ │ │
│ Max │ 0.231 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, Started OmniOpt2 run...
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, eval #1/1 start
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, starting new job
2025-12-28 16:37:44 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, started new job
2025-12-28 16:37:54 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, new result: RESULT: -9238535.019667
2025-12-28 16:37:55 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): SOBOL, best RESULT: -9238535.01966679, finishing jobs, finished 1 job
2025-12-28 16:37:56 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, getting new HP set (no sbatch)
2025-12-28 16:37:56 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, requested 1 jobs, got 1, 0.33 s/job
2025-12-28 16:37:56 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, eval #1/1 start
2025-12-28 16:37:56 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, starting new job
2025-12-28 16:37:56 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, started new job
2025-12-28 16:38:05 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -9238535.01966679, new result: RESULT: -31065748.084735
2025-12-28 16:38:07 (8c6e9a96-2993-4d0a-b172-a2f1a29e70bb): BOTORCH_MODULAR, best RESULT: -31065748.0847348, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1766939861,784.23046875,27.2
