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,1.175192043700000077421918831533,2.537844445400000203960644284962,-60,-35.0067365169525146484375,-35,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.363038786299999971518559505057,2.571920055800000159962337420438,10,-100,-100,1
2,1762262964,2,01abc933-276e-4326-a3bb-8fef0f9ad932,1762262966,1762262972,6,./.tests/optimization_example --int_param='-92' --float_param='-38.86010688603750651282' --choice_param='2' --int_param_two='-38' --nr_results=2,0,,runnervmxu1zt,-92,-38,-38.860106886037513618248340208083,2,2_0,COMPLETED,BO_MIXED,1.094431147099999890315302764066,2.713608538099999911707982391817,-92,-38.860106886037506512820982607082,-38,2
3,1762262986,2,01abc933-276e-4326-a3bb-8fef0f9ad932,1762262988,1762262994,6,./.tests/optimization_example --int_param='-69' --float_param='-58.91330981224640339633' --choice_param='2' --int_param_two='-52' --nr_results=2,0,,runnervmxu1zt,-69,-52,-58.913309812246403396329696988687,2,3_0,COMPLETED,BO_MIXED,1.752597152096319943481717018585,2.316480917015240059697589458665,-69,-58.913309812246403396329696988687,-52,2
========================================================================
Current git-hash: 7a4baf1a5a2b905b44fbc3e7bb6527aa320f2ae8 (last fully tested stable version 2 commits ago [6e5b5697a198936e321443ed08a4ed4bc97a279a, 9053])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 13:29:09] 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: 81b56f01-59c8-4794-a15b-2cbf3ac47b99
________________________________________
| OmniOpt2 - Cooking up some optimization! |
========================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=91 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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 │ -60 │ -35.006736516952515 │ -35 │ 2 │ 1.1751920437 │ 2.5378444454 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 2 │ -92 │ -38.86010688603751 │ -38 │ 2 │ 1.0944311471 │ 2.7136085381 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ -69 │ -58.9133098122464 │ -52 │ 2 │ 1.75259715209632 │ 2.31648091701524 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 13:29:14 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, Started OmniOpt2 run...
2025-11-04 13:29:24 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, getting new HP set (no sbatch)
2025-11-04 13:29:24 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, requested 1 jobs, got 1, 10.34 s/job
2025-11-04 13:29:24 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, eval #1/1 start
2025-11-04 13:29:24 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, starting new job
2025-11-04 13:29:24 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, started new job
2025-11-04 13:29:33 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, new result: RESULT1: 1.094431, RESULT2: 2.713609
2025-11-04 13:29:37 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-11-04 13:29:46 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-11-04 13:29:46 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, requested 1 jobs, got 1, 9.17 s/job
2025-11-04 13:29:46 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, eval #1/1 start
2025-11-04 13:29:46 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, starting new job
2025-11-04 13:29:46 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, started new job
2025-11-04 13:29:54 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 3 done, new result: RESULT1: 1.752597, RESULT2: 2.316481
2025-11-04 13:29:58 (01abc933-276e-4326-a3bb-8fef0f9ad932): BO_MIXED, 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
1762262949,752.9453125,28.6
