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,1.069678323400000019560707187338,2.059041171700000116828732643626,-38,9.85769093036651611328125,-64,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.246454994700000096230496637872,2.07104002950000021243681658234,10,-100,10,4
2,1767538796,3,aff45303-599d-4505-a5d9-13e113ed3f70,1767538799,1767538805,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,-100,-100,10,hallo,2_0,COMPLETED,SAASBO,1.089124009300000084365933616937,2.693524361200000161176149049425,-100,10,-100,hallo
3,1767538884,2,aff45303-599d-4505-a5d9-13e113ed3f70,1767538886,1767538892,6,./.tests/optimization_example --int_param='-60' --float_param='10' --choice_param='16' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-60,10,10,16,3_0,COMPLETED,SAASBO,1.888688913853010076238092551648,2.906632955742200152826626435854,-60,10,10,16
========================================================================
Current git-hash: 02398bad90d1e0fc215adf64da1f60f9481909da (last fully tested stable version 2 commits ago [3bb4fe033a6a03e62be268ba0b4f542c23d2c237, 9226])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 14:58:44] 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: d2876b69-94f2-4c25-ba51-c5ad97d5f596
____ _ ____ _ ___
/ __ \ (_)/ __ \ | | |__ \
| | | |_ __ ___ _ __ _| | | |_ __ | |_ ) |
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /
| |__| | | | | | | | | | | |__| | |_) | |_ / /_
\____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
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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=567 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 │ -38 │ 9.857690930366516 │ -64 │ 2 │ 1.0696783234 │ 2.0590411717 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 14:58:48 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, Started OmniOpt2 run...
2026-01-04 14:59:56 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, getting new HP set (no sbatch)
2026-01-04 14:59:56 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, requested 1 jobs, got 1, 67.98 s/job
2026-01-04 14:59:56 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, eval #1/1 start
2026-01-04 14:59:56 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, starting new job
2026-01-04 14:59:57 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, started new job
2026-01-04 15:00:06 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, new result: RESULT1: 1.089124, RESULT2: 2.693524
2026-01-04 15:00:10 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, finishing jobs, finished 1 job
2026-01-04 15:01:24 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, getting new HP set (no sbatch)
2026-01-04 15:01:24 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, requested 1 jobs, got 1, 74.30 s/job
2026-01-04 15:01:24 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, eval #1/1 start
2026-01-04 15:01:24 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, starting new job
2026-01-04 15:01:24 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, started new job
2026-01-04 15:01:33 (aff45303-599d-4505-a5d9-13e113ed3f70): SAASBO, 3 done, new result: RESULT1: 1.888689, RESULT2: 2.906633
2026-01-04 15:01:36 (aff45303-599d-4505-a5d9-13e113ed3f70): 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
1767538726,786.11328125,27
1767538796,812.765625,48.7
1767538884,818.96875,43.7
