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,1.615076654700000169384566106601,2.951095695000000240781901084119,-83,-27.22714126110076904296875,-6,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.431590726700000093529752120958,2.522101509700000132596642288263,10,-100,-100,4
2,1762246745,2,6eb245d0-dc84-4ba4-8fde-e251a3595eb7,1762246747,1762246753,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,10,10,-100,hallo,2_0,COMPLETED,SAASBO,1.007599626700000028378667593643,2.091234615399999885454462855705,10,-100,10,hallo
3,1762246826,2,6eb245d0-dc84-4ba4-8fde-e251a3595eb7,1762246828,1762246834,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='2' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,10,10,-100,2,3_0,COMPLETED,SAASBO,1.986611519082549959236416725616,2.071847626331389857767817375134,10,-100,10,2
========================================================================
Current git-hash: f39359d3a3db0d7c140699e6c342fe0570361142 (last fully tested stable version 1 commit ago [5685610daff814b22e25b7680634b540b86a6250, 9042])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 08:58:01] 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: af224812-009e-4554-8c2f-451fd29ac764
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters like a caffeina |
| ted monk with a Rubik's Cube. |
\ /
=================================================
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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=46 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2 │ 10 │ -100 │ 10 │ hallo │ 1.0075996267 │ 2.0912346154 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 3 │ 10 │ -100 │ 10 │ 2 │ 1.98661151908255 │ 2.07184762633139 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 08:58:04 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, Started OmniOpt2 run...
2025-11-04 08:59:05 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, getting new HP set (no sbatch)
2025-11-04 08:59:05 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, requested 1 jobs, got 1, 61.25 s/job
2025-11-04 08:59:05 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, eval #1/1 start
2025-11-04 08:59:05 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, starting new job
2025-11-04 08:59:05 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, started new job
2025-11-04 08:59:14 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, new result: RESULT1: 1.007600, RESULT2: 2.091235
2025-11-04 08:59:18 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 09:00:26 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 09:00:26 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, requested 1 jobs, got 1, 68.34 s/job
2025-11-04 09:00:26 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, eval #1/1 start
2025-11-04 09:00:26 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, starting new job
2025-11-04 09:00:27 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, started new job
2025-11-04 09:00:36 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): SAASBO, 3 done, new result: RESULT1: 1.986612, RESULT2: 2.071848
2025-11-04 09:00:40 (6eb245d0-dc84-4ba4-8fde-e251a3595eb7): 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
1762246681,752.5703125,28.9
1762246745,793.67578125,48.1
1762246826,797.78515625,43.4
