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,1.950922337200000189483262147405,2.065453994199999865344352656393,-92,0.81026971340179443359375,0,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.483489398000000125676933748764,2.12760881459999984244291226787,10,-100,-100,1
2,1761048120,2,c8f83415-63ab-41dd-9359-23281ec9c1a1,1761048122,1761048128,6,./.tests/optimization_example --int_param='10' --float_param='-40.52259465008121708252' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmnfq8z,10,10,-40.52259465008121708251564996317,2,2_0,COMPLETED,BO_MIXED,1.112012081200000057634724726086,2.859478213400000079502660810249,10,-40.52259465008121708251564996317,10,2
3,1761048145,2,c8f83415-63ab-41dd-9359-23281ec9c1a1,1761048147,1761048153,6,./.tests/optimization_example --int_param='-40' --float_param='-99.5174599911509147887' --choice_param='1' --int_param_two='-99' --nr_results=2,0,,runnervmnfq8z,-40,-99,-99.51745999115091478870454011485,1,3_0,COMPLETED,BO_MIXED,1.088898338683979893914965941804,2.297454856892239938304101087851,-40,-99.51745999115091478870454011485,-99,1
========================================================================
Current git-hash: c3546d63a689a45925682d4a9ddd9bc196dc9699 (last fully tested stable version 1 commit ago [97d4bb080d52f82e21bec4706b03e9f462d19b3a, 8700])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 12:01:51] 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: 59810160-bb14-45c5-85e0-c6038377d376
_________________________________________________
/ \
| OmniOpt2 - Hyperparameters: Where science and mag |
| ic shake hands. |
\ /
=================================================
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/ `. .' \
.---. < > < > .---.
| \ \ - ~ ~ - / / |
_____ ~-..-~ ~-..-~
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(_____, `._.' | } \/~~~/
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~-.__| /_ - ~ ^| /- _ `..-' f: f:
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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=25 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 │ -92 │ 0.8102697134017944 │ 0 │ 16 │ 1.9509223372000002 │ 2.0654539942 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 1 │ 10 │ -100 │ -100 │ 1 │ 1.4834893980000001 │ 2.1276088146 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 3 │ -40 │ -99.51745999115091 │ -99 │ 1 │ 1.08889833868398 │ 2.29745485689224 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-21 12:01:52 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, Started OmniOpt2 run...
2025-10-21 12:02:00 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, getting new HP set (no sbatch)
2025-10-21 12:02:00 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, requested 1 jobs, got 1, 7.34 s/job
2025-10-21 12:02:00 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, eval #1/1 start
2025-10-21 12:02:00 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, starting new job
2025-10-21 12:02:00 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, started new job
2025-10-21 12:02:09 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, new result: 1.11201208115472
2025-10-21 12:02:13 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-10-21 12:02:25 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-10-21 12:02:25 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, requested 1 jobs, got 1, 11.60 s/job
2025-10-21 12:02:25 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, eval #1/1 start
2025-10-21 12:02:25 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, starting new job
2025-10-21 12:02:25 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, started new job
2025-10-21 12:02:34 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 3 done, new result: 1.08889833868398
2025-10-21 12:02:37 (c8f83415-63ab-41dd-9359-23281ec9c1a1): BO_MIXED, 4 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761048112,755.80078125,24.5
1761048112,755.80078125,50.0
