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,1.69574260160000012120917745051,2.369043923300000020759625840583,-53,-46.72325432300567626953125,-75,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.400654253199999921264407021226,2.313468269899999985028671289911,10,-100,10,hallo
2,1762177947,2,7033bfa2-307e-484e-a753-e14e4569e511,1762177949,1762177955,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,-100,10,-100,8,2_0,COMPLETED,SAASBO,1.799774041900000121074754133588,2.794887879700000077320964919636,-100,-100,10,8
3,1762178026,2,7033bfa2-307e-484e-a753-e14e4569e511,1762178028,1762178034,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmxu1zt,10,-100,10,hallo,3_0,COMPLETED,SAASBO,1.744254798934889993944352681865,2.90948351993890019784316791629,10,10,-100,hallo
========================================================================
Current git-hash: 5685610daff814b22e25b7680634b540b86a6250 (last fully tested stable version 1 commit ago [3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427, 9041])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 13:51:20] 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: 0758b4b3-07c1-4f94-b570-fc000ece9c8d
_________________________________
| OmniOpt2 - Tuning up for success! |
=================================
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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=43 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 10 │ -100 │ 10 │ hallo │ 1.4006542532 │ 2.3134682699 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-03 13:51:23 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, Started OmniOpt2 run...
2025-11-03 13:52:27 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, getting new HP set (no sbatch)
2025-11-03 13:52:27 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, requested 1 jobs, got 1, 63.45 s/job
2025-11-03 13:52:27 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, eval #1/1 start
2025-11-03 13:52:27 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, starting new job
2025-11-03 13:52:27 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, started new job
2025-11-03 13:52:36 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, new result: RESULT1: 1.799774, RESULT2: 2.794888
2025-11-03 13:52:39 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-03 13:53:46 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-03 13:53:46 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, requested 1 jobs, got 1, 66.67 s/job
2025-11-03 13:53:46 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, eval #1/1 start
2025-11-03 13:53:46 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, starting new job
2025-11-03 13:53:46 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, started new job
2025-11-03 13:53:55 (7033bfa2-307e-484e-a753-e14e4569e511): SAASBO, 3 done, new result: RESULT1: 1.744255, RESULT2: 2.909484
2025-11-03 13:53:59 (7033bfa2-307e-484e-a753-e14e4569e511): 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
1762177880,752.41796875,28.9
1762177947,799.828125,48.1
1762178026,803.5390625,43.3
