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
0,1769924688,2,6fffae0f-db46-4433-9d3d-f7d684b85054,1769924690,1769924696,6,.tests/optimization_example_all_float --x=359.29930210113525390625 --y=496.9437122344970703125 --z=-845.15072405338287353516 --a=92.48960018157958984375,0,,runnervmkj6or,0_0,COMPLETED,SOBOL,-10985304.753418199717998504638671875,359.29930210113525390625,496.9437122344970703125,-845.15072405338287353515625,92.48960018157958984375
1,1769924699,2,6fffae0f-db46-4433-9d3d-f7d684b85054,1769924701,1769924707,6,.tests/optimization_example_all_float --x=-931.45866825671453170798 --y=-921.09182951897321345314 --z=922.07684955741478916025 --a=168.97805920761638276417,0,,runnervmkj6or,1_0,COMPLETED,BOTORCH_MODULAR,-26019121.2681230008602142333984375,-931.458668256714531707984860986471,-921.091829518973213453136850148439,922.076849557414789160247892141342,168.978059207616382764172158204019
========================================================================
Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-01 05:44:42] 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: e8fc2084-8dc0-4596-aed7-4f03e135d0ef
_________________________________________________
/ \
| OmniOpt2 - Welcome to the Hyperparameter Games: M |
| ay the odds be ever in your favor! |
\ /
=================================================
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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=585 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -931.4586682567145 │ -921.0918295189732 │ 922.0768495574148 │ 168.97805920761638 │ -26019121.268123 │
└────────────────────┴────────────────────┴───────────────────┴────────────────────┴──────────────────┘
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 │ 0.040 │ 1 │ 0.040 │
│ 2 │ 0.418 │ 1 │ 0.418 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.229 │ │ │
│ Median │ 0.229 │ │ │
│ Total │ 0.458 │ │ │
│ Max │ 0.418 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, Started OmniOpt2 run...
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, getting new HP set (no sbatch)
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, eval #1/1 start
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, starting new job
2026-02-01 05:44:48 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, started new job
2026-02-01 05:44:57 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, new result: RESULT: -10985304.753418
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): SOBOL, best RESULT: -10985304.7534182, finishing jobs, finished 1 job
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, getting new HP set (no sbatch)
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, requested 1 jobs, got 1, 0.42 s/job
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, eval #1/1 start
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, starting new job
2026-02-01 05:44:59 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, started new job
2026-02-01 05:45:08 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -10985304.7534182, new result: RESULT: -26019121.268123
2026-02-01 05:45:10 (6fffae0f-db46-4433-9d3d-f7d684b85054): BOTORCH_MODULAR, best RESULT: -26019121.268123, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1769924684,791.41015625,27
