trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-65641.57732247569947503507137298584,-47,1.24956905841827392578125,-57,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-58193.668860198500624392181634902954,-15,-68.318448469807748324456042610109,2,2
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-220412.519999999989522621035575866699,-100,10,-100,hallo
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-245621.0094888620078563690185546875,-100,-45.456406420654062117137073073536,-100,hallo
4,1779961756,2,8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08,1779961758,1779961764,6,./.tests/optimization_example --int_param='-100' --float_param='-300.69296799395351627027' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmg397c,-100,-100,-300.692967993953516270266845822334,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-1154644.426809519995003938674926757812,-100,-300.692967993953516270266845822334,-100,hallo
5,1779961769,2,8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08,1779961771,1779961777,6,./.tests/optimization_example --int_param='-100' --float_param='-416.03569314485451968721' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmg397c,-100,-100,-416.035693144854462843795772641897,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-1992873.069019679911434650421142578125,-100,-416.035693144854519687214633449912,-100,hallo
========================================================================
Current git-hash: 5c399eb6c53d4165f4e4c5d4191a2115cad88c0b (last fully tested stable version 5 commits ago [3d587dc4b297f4e0db9767b04ad80de912dc9888, 9335])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-28 09:49:11] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: 3f806163-2a47-4191-a738-76a0631afcb6
/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.")
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
\ /
=================================================
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omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=53 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -1000 │ 1000 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -100 │ 10 │ │ int │ 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 + inserted jobs: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0 │ -100.0 │ -416.03569314485446 │ hallo │ -100 │ -416.0356931448545 │ -100 │ hallo │ -1992873.06901968 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 6 done / 6 submitted │
│ ⏱️ Duration: 40s │
│ 🏆 Best RESULT: -1992873.06901968 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-28 09:49:15 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-05-28 09:49:16 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-05-28 09:49:16 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.80 s/job
2026-05-28 09:49:16 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, eval #1/1 start
2026-05-28 09:49:16 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, starting new job
2026-05-28 09:49:16 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, started new job
2026-05-28 09:49:26 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, new result: RESULT: -1154644.426810
2026-05-28 09:49:28 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, finishing jobs, finished 1 job
2026-05-28 09:49:29 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, getting new HP set (no sbatch)
2026-05-28 09:49:29 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, requested 1 jobs, got 1, 0.89 s/job
2026-05-28 09:49:29 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, eval #1/1 start
2026-05-28 09:49:29 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, starting new job
2026-05-28 09:49:29 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, started new job
2026-05-28 09:49:38 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1154644.42680952, ▁▁▂▂█, new result: RESULT: -1992873.069020
2026-05-28 09:49:41 (8d54e6b3-9790-4c0a-9978-ff0c4a4a5c08): BOTORCH_MODULAR, best RESULT: -1992873.06901968, ▁▁▁▁▄█, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1779961753,783.875,26.9
