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,1.068872225800000075324192039261,2.525664591800000025045846996363,-50,-23.991968631744384765625,-64,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.085184216300000059618469094858,2.262342894500000145541207530187,-80,1.176915622305131137181888334453,-97,8
2,1767524727,2,28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828,1767524729,1767524735,6,./.tests/optimization_example --int_param='-31' --float_param='-60.58324730397314539232' --choice_param='2' --int_param_two='1' --nr_results=2,0,,runnervmdwttx,-31,1,-60.58324730397314539231956587173,2,2_0,COMPLETED,UNIFORM,1.741905804599999996185033523943,2.554493462800000003198874765076,-31,-60.58324730397314539231956587173,1,2
3,1767524740,2,28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828,1767524742,1767524748,6,./.tests/optimization_example --int_param='-60' --float_param='-25.33092468986181700075' --choice_param='1' --int_param_two='-57' --nr_results=2,0,,runnervmdwttx,-60,-57,-25.330924689861817000746668782085,1,3_0,COMPLETED,UNIFORM,1.614369683274170075293341142242,2.275819637437479947550400538603,-60,-25.330924689861817000746668782085,-57,1
========================================================================
Current git-hash: b549b0cd8c7068d0460e7eda77444c0f42f81ee2 (last fully tested stable version 1 commit ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:05:24] 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: 666ed685-b63e-4d4d-a576-111fe7d3721f
_________________________________________________
/ \
| 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=517 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -50 │ -23.991968631744385 │ -64 │ 8 │ 1.0688722258 │ 2.5256645918 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 1 │ -80 │ 1.1769156223051311 │ -97 │ 8 │ 1.0851842163 │ 2.2623428945 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 11:05:27 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, Started OmniOpt2 run...
2026-01-04 11:05:27 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, getting new HP set (no sbatch)
2026-01-04 11:05:27 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:05:27 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, eval #1/1 start
2026-01-04 11:05:27 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, starting new job
2026-01-04 11:05:28 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, started new job
2026-01-04 11:05:37 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, new result: RESULT1: 1.741906, RESULT2: 2.554493
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, finishing jobs, finished 1 job
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, getting new HP set (no sbatch)
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, eval #1/1 start
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, starting new job
2026-01-04 11:05:40 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, started new job
2026-01-04 11:05:49 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): UNIFORM, 3 done, new result: RESULT1: 1.614370, RESULT2: 2.275820
2026-01-04 11:05:52 (28aeea35-f7fb-4b3b-be0f-e9ac5ca4a828): 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
1767524725,759.765625,28.7
