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,1.501096799299999950960682326695,2.596718359400000064596270021866,-40,-46.805318892002105712890625,-70,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.893422420400000083517966231739,2.767195388300000225001440412598,-91,-81.601246095556135173865186516196,4,4
2,1766937824,2,416ad720-3034-463c-8f42-b7d24d7c2bfc,1766937826,1766937832,6,./.tests/optimization_example --int_param='10' --float_param='-11.96873821002380999801' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,10,-100,-11.968738210023808221649233018979,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.64888808019999988374593158369,2.676727605099999962590118229855,10,-11.96873821002380999800607241923,-100,hallo
3,1766937838,1,416ad720-3034-463c-8f42-b7d24d7c2bfc,1766937839,1766937845,6,./.tests/optimization_example --int_param='-70' --float_param='-86.23393202332802331966' --choice_param='hallo' --int_param_two='-73' --nr_results=2,0,,runnervmdwttx,-70,-73,-86.233932023328009108809055760503,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.863127108736990056314652974834,2.961293877425729803576359699946,-70,-86.233932023328023319663770962507,-73,hallo
========================================================================
Current git-hash: b050738fbdd2e7450e0ffeaed15c7f77d52d5628 (last fully tested stable version 2 commits ago [89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8, 9190])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:03:39] 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: 411954f9-81d4-4a27-ba37-5bd8c71da8e3
_________________________________________________
/ \
| OmniOpt2 - Optimizing like a koala climbing a tre |
| e—slowly but surely reaching the perfect spot. |
\ /
=================================================
\
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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=443 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -40 │ -46.805318892002106 │ -70 │ hallo │ 1.5010967993 │ 2.5967183594 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:03:43 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 16:03:44 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 16:03:44 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.23 s/job
2025-12-28 16:03:44 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, eval #1/1 start
2025-12-28 16:03:44 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, starting new job
2025-12-28 16:03:44 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, started new job
2025-12-28 16:03:53 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, new result: RESULT1: 1.648888, RESULT2: 2.676728
2025-12-28 16:03:56 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-12-28 16:03:57 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-12-28 16:03:57 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.19 s/job
2025-12-28 16:03:57 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-12-28 16:03:58 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, starting new job
2025-12-28 16:03:58 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, started new job
2025-12-28 16:04:07 (416ad720-3034-463c-8f42-b7d24d7c2bfc): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.863127, RESULT2: 2.961294
2025-12-28 16:04:10 (416ad720-3034-463c-8f42-b7d24d7c2bfc): 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
1766937820,758.953125,28.6
