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
0,1778999695,2,641946ba-78a5-4756-9014-c409bbe89a4e,1778999697,1778999703,6,./.tests/optimization_example --random_sem --int_param='-97' --float_param='-66.03299528360366821289' --choice_param='8' --int_param_two='-68' --nr_results=1,0,,runnervm9vjqi,-97,-68,-66.032995283603668212890625,8,0_0,COMPLETED,SOBOL,-207607.384189605014398694038391113281,-97,-66.032995283603668212890625,-68,8
1,1778999706,2,641946ba-78a5-4756-9014-c409bbe89a4e,1778999708,1778999714,6,./.tests/optimization_example --random_sem --int_param='3' --float_param='-83.79328476257136060212' --choice_param='1' --int_param_two='10' --nr_results=1,0,,runnervm9vjqi,3,10,-83.793284762571360602123604621738,1,1_0,COMPLETED,BOTORCH_MODULAR,-79589.794189270905917510390281677246,3,-83.793284762571360602123604621738,10,1
========================================================================
Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-17 06:34:52] 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: 41d8bcd3-5ca5-4e5b-b015-7aa9d7e524e3
/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.")
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table --disable_notifications
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=22 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 --random_sem --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 │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -97 │ -68 │ -66.03299528360367 │ 8 │ -97 │ -66.03299528360367 │ -68 │ 8 │ -207607.384189605 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.030 │ 1 │ 0.030 │
│ 2 │ 0.370 │ 1 │ 0.370 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.200 │ │ │
│ Median │ 0.200 │ │ │
│ Total │ 0.400 │ │ │
│ Max │ 0.370 │ │ │
│ Min │ 0.030 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.120 │ 1 │ 0.120 │
│ 2 │ 0.077 │ 1 │ 0.077 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.099 │ │ │
│ Median │ 0.099 │ │ │
│ Total │ 0.197 │ │ │
│ Max │ 0.120 │ │ │
│ Min │ 0.077 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 31s │
│ 🏆 Best RESULT: -207607.384189605 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, Started OmniOpt2 run...
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, getting new HP set (no sbatch)
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, eval #1/1 start
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, starting new job
2026-05-17 06:34:55 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, started new job
2026-05-17 06:35:04 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, new result: RESULT: -207607.384190 (SEM: 0.848722)
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): SOBOL, best RESULT: -207607.384189605, finishing jobs, finished 1 job
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, getting new HP set (no sbatch)
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, requested 1 jobs, got 1, 0.37 s/job
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, eval #1/1 start
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, starting new job
2026-05-17 06:35:06 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, started new job
2026-05-17 06:35:15 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, new result: RESULT: -79589.794189 (SEM: 0.867513)
2026-05-17 06:35:17 (641946ba-78a5-4756-9014-c409bbe89a4e): BOTORCH_MODULAR, best RESULT: -207607.384189605, █▁, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778999693,748.671875,28.2
