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,1.89060216920000012663649613387,2.80298999399999981818609740003,-39,-56.416275501251220703125,-15,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.629578318500000122526216728147,2.722020299500000017900447346619,-72,-54.87411817168064942507044179365,-7,hallo
2,1766998167,2,7d6c806d-800a-4203-81ea-e02ce8b66405,1766998169,1766998175,6,./.tests/optimization_example --int_param='-93' --float_param='-29.49774905036230165933' --choice_param='2' --int_param_two='-56' --nr_results=2,0,,runnervmh13bl,-93,-56,-29.497749050362301659333752468228,2,2_0,COMPLETED,UNIFORM,1.912276133700000046999889491417,2.919489393100000107494906842476,-93,-29.497749050362301659333752468228,-56,2
3,1766998180,1,7d6c806d-800a-4203-81ea-e02ce8b66405,1766998181,1766998187,6,./.tests/optimization_example --int_param='-45' --float_param='-59.24084176138688206947' --choice_param='2' --int_param_two='6' --nr_results=2,0,,runnervmh13bl,-45,6,-59.240841761386882069473358569667,2,3_0,COMPLETED,UNIFORM,1.711047601959770014801165416429,2.828766642461660207885643103509,-45,-59.240841761386882069473358569667,6,2
========================================================================
Current git-hash: 815910076e3b15c9f886789a2fc0797945e4f03f (last fully tested stable version 1 commit ago [c8819aad4f61eff4dbbfc3130361a6e36b57101f, 9209])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-29 08:49:23] 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: 937920f4-b52b-46c4-9f76-c40e597504e0
_________________________________________________
/ \
| OmniOpt2 - Like Neo, dodging suboptimal hyperpara |
| meters in slow motion. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/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_UNIFORM&run_nr=499 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM 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 │ -72 │ -54.87411817168065 │ -7 │ hallo │ 1.6295783185000001 │ 2.7220202995 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, Started OmniOpt2 run...
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, getting new HP set (no sbatch)
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, requested 1 jobs, got 1, 0.04 s/job
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, eval #1/1 start
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, starting new job
2025-12-29 08:49:27 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, started new job
2025-12-29 08:49:36 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, new result: RESULT1: 1.912276, RESULT2: 2.919489
2025-12-29 08:49:39 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-12-29 08:49:39 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-12-29 08:49:39 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, requested 1 jobs, got 1, 0.10 s/job
2025-12-29 08:49:40 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, eval #1/1 start
2025-12-29 08:49:40 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, starting new job
2025-12-29 08:49:40 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, started new job
2025-12-29 08:49:49 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 3 done, new result: RESULT1: 1.711048, RESULT2: 2.828767
2025-12-29 08:49:52 (7d6c806d-800a-4203-81ea-e02ce8b66405): UNIFORM, 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
1766998165,786.35546875,27.1
