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
0,1778406073,2,fd51a02c-9d7d-4c92-9d85-df9331307f08,1778406075,1778406081,6,.tests/optimization_example_all_float --x=272.58670330047607421875 --y=34.87241268157958984375 --z=636.74485683441162109375 --a=235.20553112030029296875,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-5248467.7435639202594757080078125,272.58670330047607421875,34.87241268157958984375,636.74485683441162109375,235.20553112030029296875
1,1778406083,2,fd51a02c-9d7d-4c92-9d85-df9331307f08,1778406085,1778406091,6,.tests/optimization_example_all_float --x=-886.21218316256999969482 --y=-947.76297546923160552979 --z=-940.36957249045372009277 --a=-522.32765033841133117676,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-28724225.1880534999072551727294921875,-886.21218316256999969482421875,-947.76297546923160552978515625,-940.3695724904537200927734375,-522.3276503384113311767578125
========================================================================
Current git-hash: 10e58f176a57b3e4bbd0e9c189c2a9f555e68d1e (last fully tested stable version 5 commits ago [01b08d618b49d942e55420979b7925f87f54957e, 9319])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-10 09:41:10] 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: 2ab7760f-298f-43a2-a009-a2402920a913
/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 - The Montana Sacra of optimization – on |
| ly the enlightened reach the peak. |
\ /
=================================================
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/- _ `-/ '
(/\/ \ \ /\
/ / | ` \
O O ) / |
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(_.) _ ) /
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<----|====O)))==) \) /====
<----' `--' `.__,' \
| |
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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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=141 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 ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -886.21218316257 │ -947.7629754692316 │ -940.3695724904537 │ -522.3276503384113 │ -28724225.1880535 │
└──────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.428 │ 1 │ 0.428 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.225 │ │ │
│ Median │ 0.225 │ │ │
│ Total │ 0.451 │ │ │
│ Max │ 0.428 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.107 │ 1 │ 0.107 │
│ 2 │ 0.070 │ 1 │ 0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.089 │ │ │
│ Median │ 0.089 │ │ │
│ Total │ 0.178 │ │ │
│ Max │ 0.107 │ │ │
│ Min │ 0.070 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 28s │
│ 🏆 Best RESULT: -28724225.1880535 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, Started OmniOpt2 run...
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, getting new HP set (no sbatch)
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, eval #1/1 start
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, starting new job
2026-05-10 09:41:13 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, started new job
2026-05-10 09:41:21 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, new result: RESULT: -5248467.743564
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): SOBOL, best RESULT: -5248467.74356392, finishing jobs, finished 1 job
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, getting new HP set (no sbatch)
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, requested 1 jobs, got 1, 0.43 s/job
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, eval #1/1 start
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, starting new job
2026-05-10 09:41:23 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, started new job
2026-05-10 09:41:31 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -5248467.74356392, new result: RESULT: -28724225.188053
2026-05-10 09:41:33 (fd51a02c-9d7d-4c92-9d85-df9331307f08): BOTORCH_MODULAR, best RESULT: -28724225.1880535, ▁█, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778406071,741.94921875,28.2
