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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.456678024999999987443288773648,2.19960089669999980799275363097,-89,-52.19495117664337158203125,-76,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.769570386999999911381564743351,2.638222590399999845089951122645,-11,-7.664058896092702077851299691247,-5,16
2,1762258683,2,1db1196f-61bb-4cdc-b9ae-0645f819adc4,1762258685,1762258691,6,./.tests/optimization_example --int_param='-51' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=2,0,,runnervmxu1zt,-51,-100,-100,2,2_0,COMPLETED,BOTORCH_MODULAR,1.506876322700000159215960593428,2.875610284099999969242844599648,-51,-100,-100,2
3,1762258698,2,1db1196f-61bb-4cdc-b9ae-0645f819adc4,1762258700,1762258706,6,./.tests/optimization_example --int_param='-94' --float_param='-47.95041361607307806025' --choice_param='2' --int_param_two='-8' --nr_results=2,0,,runnervmxu1zt,-94,-8,-47.950413616073078060253465082496,2,3_0,COMPLETED,BOTORCH_MODULAR,1.195808305245920077908294842928,2.926537809052629945938406308414,-94,-47.950413616073078060253465082496,-8,2
========================================================================
Current git-hash: 9812430dc710edc134b5a49e8c7bfda8c78d31fc (last fully tested stable version 1 commit ago [b67ae9b91c483cf433b5d0aa5226c1b3a6a2e3a8, 9049])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 12:17:58] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: c4bb363c-faf5-485f-86b4-5950d46eb3e6
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=73 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 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=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ 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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -89 │ -52.19495117664337 │ -76 │ 2 │ 1.456678025 │ 2.1996008967 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -94 │ -47.95041361607308 │ -8 │ 2 │ 1.19580830524592 │ 2.92653780905263 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 12:18:02 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 12:18:03 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 12:18:03 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.57 s/job
2025-11-04 12:18:03 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, eval #1/1 start
2025-11-04 12:18:03 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, starting new job
2025-11-04 12:18:03 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, started new job
2025-11-04 12:18:12 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, new result: RESULT1: 1.506876, RESULT2: 2.875610
2025-11-04 12:18:16 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-11-04 12:18:18 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-11-04 12:18:18 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.05 s/job
2025-11-04 12:18:18 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-11-04 12:18:18 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, starting new job
2025-11-04 12:18:18 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, started new job
2025-11-04 12:18:27 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.195808, RESULT2: 2.926538
2025-11-04 12:18:30 (1db1196f-61bb-4cdc-b9ae-0645f819adc4): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762258678,752.6953125,28.8
