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
0,1779001149,2,ecf57828-c48e-41c2-b22c-1098a05ed3c3,1779001151,1779001157,6,.tests/optimization_example_all_float --x=-862.83835768699645996094 --y=326.30062103271484375 --z=186.50281429290771484375 --a=478.36434841156005859375,0,,runnervmrw5os,0_0,COMPLETED,SOBOL,-11144546.39930759929120540618896484375,-862.8383576869964599609375,326.30062103271484375,186.50281429290771484375,478.36434841156005859375
1,1779001160,1,ecf57828-c48e-41c2-b22c-1098a05ed3c3,1779001161,1779001167,6,.tests/optimization_example_all_float --x=892.5912119448184967041 --y=-987.34281212091445922852 --z=-743.4875834733247756958 --a=-728.73789444565773010254,0,,runnervmrw5os,1_0,COMPLETED,BOTORCH_MODULAR,-28691539.43243519961833953857421875,892.5912119448184967041015625,-987.342812120914459228515625,-743.48758347332477569580078125,-728.7378944456577301025390625
========================================================================
Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-17 06:59:05] ax.storage.sqa_store.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: c114b112-ca39-4a9c-b42f-2ce5c5fd30a6
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/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_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
_________________________________________________
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| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
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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=5 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 892.5912119448185 │ -987.3428121209145 │ -743.4875834733248 │ -728.7378944456577 │ -28691539.4324352 │
└───────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.363 │ 1 │ 0.363 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.201 │ │ │
│ Median │ 0.201 │ │ │
│ Total │ 0.402 │ │ │
│ Max │ 0.363 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.258 │ 1 │ 0.258 │
│ 2 │ 0.087 │ 1 │ 0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.345 │ │ │
│ Max │ 0.258 │ │ │
│ Min │ 0.087 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 35s │
│ 🏆 Best RESULT: -28691539.4324352 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-17 06:59:08 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, Started OmniOpt2 run...
2026-05-17 06:59:09 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, getting new HP set (no sbatch)
2026-05-17 06:59:09 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-17 06:59:09 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, eval #1/1 start
2026-05-17 06:59:09 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, starting new job
2026-05-17 06:59:09 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, started new job
2026-05-17 06:59:18 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, new result: RESULT: -11144546.399308
2026-05-17 06:59:19 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): SOBOL, best RESULT: -11144546.3993076, finishing jobs, finished 1 job
2026-05-17 06:59:19 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, getting new HP set (no sbatch)
2026-05-17 06:59:19 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, requested 1 jobs, got 1, 0.36 s/job
2026-05-17 06:59:19 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, eval #1/1 start
2026-05-17 06:59:20 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, starting new job
2026-05-17 06:59:20 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, started new job
2026-05-17 06:59:29 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -11144546.3993076, new result: RESULT: -28691539.432435
2026-05-17 06:59:30 (ecf57828-c48e-41c2-b22c-1098a05ed3c3): BOTORCH_MODULAR, best RESULT: -28691539.4324352, ▁█, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1779001147,780.765625,26.9
