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,1.655155329799999908146901361761,2.766138327400000207489938475192,-9,-23.966267108917236328125,-59,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.056030508899999942329372970562,2.408581989900000053239637054503,-80,-93.52026141248643398284912109375,-24,4
2,1766940912,2,5f357819-17d3-4a53-b907-938756902bc9,1766940914,1766940920,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-94' --nr_results=2,0,,runnervmdwttx,-100,-94,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,1.088287421099999985329986884608,2.3730141704999998530922766804,-100,-100,-94,4
3,1766940925,2,5f357819-17d3-4a53-b907-938756902bc9,1766940927,1766940933,6,./.tests/optimization_example --int_param='-100' --float_param='-36.36956236265687181231' --choice_param='4' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-100,-100,-36.369562362656871812305325875059,4,3_0,COMPLETED,BOTORCH_MODULAR,1.292641977620410109750537230866,2.779482820161749856424648896791,-100,-36.369562362656871812305325875059,-100,4
========================================================================
Current git-hash: 2dde93a3993d5b2f6c18132e9210628745154cd3 (last fully tested stable version 1 commit ago [58e649822e26cd86d048a231030de21ba5917183, 9196])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:55:08] 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: 040fd910-9cc2-4b1f-91bd-3512fb02fc91
_________________________________________________
/ \
| OmniOpt2 - Machine, data, parameters – the holy t |
| rinity of truth. |
\ /
=================================================
\
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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=465 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ -80 │ -93.52026141248643 │ -24 │ 4 │ 1.0560305089 │ 2.4085819899 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 2 │ -100 │ -100 │ -94 │ 4 │ 1.0882874211 │ 2.3730141705 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:55:11 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 16:55:12 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 16:55:12 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.94 s/job
2025-12-28 16:55:12 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, eval #1/1 start
2025-12-28 16:55:12 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, starting new job
2025-12-28 16:55:12 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, started new job
2025-12-28 16:55:21 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, new result: RESULT1: 1.088287, RESULT2: 2.373014
2025-12-28 16:55:24 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-12-28 16:55:25 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-12-28 16:55:25 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.42 s/job
2025-12-28 16:55:25 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-12-28 16:55:25 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, starting new job
2025-12-28 16:55:25 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, started new job
2025-12-28 16:55:34 (5f357819-17d3-4a53-b907-938756902bc9): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.292642, RESULT2: 2.779483
2025-12-28 16:55:37 (5f357819-17d3-4a53-b907-938756902bc9): 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
1766940908,759.8515625,28.5
