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,1.184101648499999992480979926768,2.121106149700000109703523776261,-51,-62.965570986270904541015625,-73,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.347265515299999938392261356057,2.413392944399999962001857056748,10,10,10,1
2,1762263019,2,134c1a5f-87f7-45ee-bcfe-5f0a332a75da,1762263021,1762263027,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,-100,-100,-100,2,2_0,COMPLETED,SAASBO,1.427721334899999972023465488746,2.455793565700000069540465119644,-100,-100,-100,2
3,1762263105,2,134c1a5f-87f7-45ee-bcfe-5f0a332a75da,1762263107,1762263113,6,./.tests/optimization_example --int_param='10' --float_param='-42.59944656694260345375' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,10,-100,-42.599446566942603453753690700978,8,3_0,COMPLETED,SAASBO,1.696162161025319914386955133523,2.904445461786480109367403201759,10,-42.599446566942603453753690700978,-100,8
========================================================================
Current git-hash: 7a4baf1a5a2b905b44fbc3e7bb6527aa320f2ae8 (last fully tested stable version 2 commits ago [6e5b5697a198936e321443ed08a4ed4bc97a279a, 9053])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 13:28:55] 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: a7ad69d0-c741-4c41-8620-72faee265e26
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/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_SAASBO&run_nr=95 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO 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 │ -51 │ -62.965570986270905 │ -73 │ 16 │ 1.1841016485 │ 2.1211061497 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 13:29:00 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, Started OmniOpt2 run...
2025-11-04 13:30:19 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, getting new HP set (no sbatch)
2025-11-04 13:30:19 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, requested 1 jobs, got 1, 78.87 s/job
2025-11-04 13:30:19 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, eval #1/1 start
2025-11-04 13:30:19 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, starting new job
2025-11-04 13:30:19 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, started new job
2025-11-04 13:30:28 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, new result: RESULT1: 1.427721, RESULT2: 2.455794
2025-11-04 13:30:32 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 13:31:45 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 13:31:45 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, requested 1 jobs, got 1, 73.47 s/job
2025-11-04 13:31:45 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, eval #1/1 start
2025-11-04 13:31:45 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, starting new job
2025-11-04 13:31:46 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, started new job
2025-11-04 13:31:55 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 3 done, new result: RESULT1: 1.696162, RESULT2: 2.904445
2025-11-04 13:31:59 (134c1a5f-87f7-45ee-bcfe-5f0a332a75da): SAASBO, 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
1762262936,778.203125,27.4
1762263019,819.41796875,48.2
1762263105,823.38671875,43.6
