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
0,1767528591,2,ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260,1767528593,1767528599,6,.tests/optimization_example_all_float --x=394.55640316009521484375 --y=-255.03331422805786132812 --z=13.714313507080078125 --a=134.97555255889892578125,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-2361509.77611115016043186187744140625,394.55640316009521484375,-255.033314228057861328125,13.714313507080078125,134.97555255889892578125
1,1767528602,2,ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260,1767528604,1767528610,6,.tests/optimization_example_all_float --x=-961.84128150343894958496 --y=892.4441598355770111084 --z=976.60295851528644561768 --a=-607.58637636899948120117,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-30421320.446164898574352264404296875,-961.8412815034389495849609375,892.4441598355770111083984375,976.60295851528644561767578125,-607.586376368999481201171875
========================================================================
Current git-hash: 3bb4fe033a6a03e62be268ba0b4f542c23d2c237 (last fully tested stable version 12 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:09:47] 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: a68079bb-796c-4c9a-a0cf-c5cc7f1f8b78
_________________________________________________
/ \
| OmniOpt2 - Dialing in parameters like Homer Simps |
| on at an all-you-can-eat buffet - endless tweaks! |
\ /
=================================================
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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=554 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -961.841281503439 │ 892.444159835577 │ 976.6029585152864 │ -607.5863763689995 │ -30421320.4461649 │
└───────────────────┴──────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │ 0.036 │ 1 │ 0.036 │
│ 2 │ 0.360 │ 1 │ 0.360 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.198 │ │ │
│ Median │ 0.198 │ │ │
│ Total │ 0.395 │ │ │
│ Max │ 0.360 │ │ │
│ Min │ 0.036 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.233 │ 1 │ 0.233 │
│ 2 │ 0.088 │ 1 │ 0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.161 │ │ │
│ Median │ 0.161 │ │ │
│ Total │ 0.322 │ │ │
│ Max │ 0.233 │ │ │
│ Min │ 0.088 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 12:09:51 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, Started OmniOpt2 run...
2026-01-04 12:09:51 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:09:51 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-01-04 12:09:51 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, eval #1/1 start
2026-01-04 12:09:51 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, starting new job
2026-01-04 12:09:52 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, started new job
2026-01-04 12:10:01 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, new result: RESULT: -2361509.776111
2026-01-04 12:10:02 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): SOBOL, best RESULT: -2361509.77611115, finishing jobs, finished 1 job
2026-01-04 12:10:02 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, getting new HP set (no sbatch)
2026-01-04 12:10:02 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, requested 1 jobs, got 1, 0.36 s/job
2026-01-04 12:10:02 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, eval #1/1 start
2026-01-04 12:10:02 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, starting new job
2026-01-04 12:10:03 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, started new job
2026-01-04 12:10:12 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -2361509.77611115, new result: RESULT: -30421320.446165
2026-01-04 12:10:13 (ffdf3f1f-0cfc-4f49-ac8f-0f30783c9260): BOTORCH_MODULAR, best RESULT: -30421320.4461649, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767528589,784.38671875,27.1
