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
0,1779000793,2,6b7bf17c-a3e4-479f-9f19-f227697903b7,1779000795,1779000801,6,.tests/optimization_example_all_float --x=-925.64647644758224487305 --y=415.44044017791748046875 --z=-437.04140186309814453125 --a=-51.56952142715454101562,0,,runnervm9vjqi,0_0,COMPLETED,SOBOL,-12337614.9266087003052234649658203125,-925.646476447582244873046875,415.44044017791748046875,-437.04140186309814453125,-51.569521427154541015625
1,1779000804,1,6b7bf17c-a3e4-479f-9f19-f227697903b7,1779000805,1779000811,6,.tests/optimization_example_all_float --x=987.77015693485736846924 --y=-777.12239697575569152832 --z=993.49946342408657073975 --a=286.2514667212963104248,0,,runnervm9vjqi,1_0,COMPLETED,BOTORCH_MODULAR,-26330769.59299390017986297607421875,987.77015693485736846923828125,-777.1223969757556915283203125,993.49946342408657073974609375,286.2514667212963104248046875
========================================================================
Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-17 06:53:10] 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: 10def1af-073d-475a-976a-d7d04c910346
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
=================================================
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_- /--______
__--( / \ )XXXXXXXXXXX\v.
.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
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/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
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---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
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\XXXXXXXXX \ /XXXXX/
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\XXXXX--__/ __-- XXXX/
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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 --disable_notifications
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=4 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 987.7701569348574 │ -777.1223969757557 │ 993.4994634240866 │ 286.2514667212963 │ -26330769.5929939 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │ 0.307 │ 1 │ 0.307 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.165 │ │ │
│ Median │ 0.165 │ │ │
│ Total │ 0.330 │ │ │
│ Max │ 0.307 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.121 │ 1 │ 0.121 │
│ 2 │ 0.073 │ 1 │ 0.073 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.097 │ │ │
│ Median │ 0.097 │ │ │
│ Total │ 0.195 │ │ │
│ Max │ 0.121 │ │ │
│ Min │ 0.073 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 30s │
│ 🏆 Best RESULT: -26330769.5929939 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, Started OmniOpt2 run...
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, getting new HP set (no sbatch)
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, eval #1/1 start
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, starting new job
2026-05-17 06:53:13 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, started new job
2026-05-17 06:53:22 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, new result: RESULT: -12337614.926609
2026-05-17 06:53:23 (6b7bf17c-a3e4-479f-9f19-f227697903b7): SOBOL, best RESULT: -12337614.9266087, finishing jobs, finished 1 job
2026-05-17 06:53:24 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, getting new HP set (no sbatch)
2026-05-17 06:53:24 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, requested 1 jobs, got 1, 0.31 s/job
2026-05-17 06:53:24 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, eval #1/1 start
2026-05-17 06:53:24 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, starting new job
2026-05-17 06:53:24 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, started new job
2026-05-17 06:53:33 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -12337614.9266087, new result: RESULT: -26330769.592994
2026-05-17 06:53:34 (6b7bf17c-a3e4-479f-9f19-f227697903b7): BOTORCH_MODULAR, best RESULT: -26330769.5929939, ▁█, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1779000791,748.2734375,28.5
