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,1.790911448000000127933617477538,2.905768844399999828453928785166,-16,-50.91679871082305908203125,-76,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.182148484100000063179436438077,2.742625360199999917654167802539,-99,-11.986848908361794840971015219111,-9,hallo
2,1767528496,2,0bc27d99-fe09-4f59-9f2b-c58a8ca83b98,1767528498,1767528504,6,./.tests/optimization_example --int_param='-100' --float_param='-79.36169694454676459827' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmdwttx,-100,10,-79.361696944546750387416977901012,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.177828123899999912538305579801,2.038674581200000002212391336798,-100,-79.361696944546764598271693103015,10,hallo
3,1767528510,2,0bc27d99-fe09-4f59-9f2b-c58a8ca83b98,1767528512,1767528518,6,./.tests/optimization_example --int_param='-47' --float_param='-92.98248071234534961604' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmdwttx,-47,10,-92.982480712345363826898392289877,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.64854442358864994311318241671,2.693951048513070212209186138352,-47,-92.982480712345349616043677087873,10,hallo
========================================================================
Current git-hash: 1fb1086e9a3ddebbb1a66a445101c41041e9fa4f (last fully tested stable version 8 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:08:12] 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: 6de16772-84cd-40b7-b388-2e448b820521
_________________________________________________
/ \
| OmniOpt2 - The Montana Sacra of optimization – on |
| ly the enlightened reach the peak. |
\ /
=================================================
\
\
\
\
. .
/ `. .' \
.---. < > < > .---.
| \ \ - ~ ~ - / / |
_____ ~-..-~ ~-..-~
| | \~~~\.' `./~~~/
--------- \__/ \__/
.' O \ / / \ "
(_____, `._.' | } \/~~~/
`----. / } | / \__/
`-. | / | / `. ,~~|
~-.__| /_ - ~ ^| /- _ `..-' f: f:
| / | / ~-. `-. _|| _||_
|_____| |_____| ~ - . _ _ _ _ __>
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=545 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 2 │ -100 │ -79.36169694454676 │ 10 │ hallo │ 1.1778281239 │ 2.0386745812 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 12:08:15 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-04 12:08:16 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-04 12:08:16 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.93 s/job
2026-01-04 12:08:16 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, eval #1/1 start
2026-01-04 12:08:16 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, starting new job
2026-01-04 12:08:16 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, started new job
2026-01-04 12:08:25 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, new result: RESULT1: 1.177828, RESULT2: 2.038675
2026-01-04 12:08:29 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2026-01-04 12:08:30 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2026-01-04 12:08:30 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.11 s/job
2026-01-04 12:08:30 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, eval #1/1 start
2026-01-04 12:08:30 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, starting new job
2026-01-04 12:08:30 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, started new job
2026-01-04 12:08:39 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.648544, RESULT2: 2.693951
2026-01-04 12:08:42 (0bc27d99-fe09-4f59-9f2b-c58a8ca83b98): 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
1767528493,759.71484375,28.6
