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,1.69743061660000016388494259445,2.111997871299999829375337867532,-20,-13.49140822887420654296875,-100,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.766046112499999987122123457084,2.097573462300000191049775821739,-100,-100,10,1
2,1762981370,2,26f505b5-eae0-4908-9456-c55bdbbb41b1,1762981372,1762981378,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='2' --int_param_two='-13' --nr_results=2,0,,runnervmfg25i,10,-13,10,2,2_0,COMPLETED,BO_MIXED,1.684942478199999982280132826418,2.34727330140000001179600985779,10,10,-13,2
3,1762981398,1,26f505b5-eae0-4908-9456-c55bdbbb41b1,1762981399,1762981406,7,./.tests/optimization_example --int_param='7' --float_param='10' --choice_param='16' --int_param_two='-67' --nr_results=2,0,,runnervmfg25i,7,-67,10,16,3_0,COMPLETED,BO_MIXED,1.410955312037009967696121748304,2.19389269742847980992905831954,7,10,-67,16
========================================================================
Current git-hash: c469e04d3b6be6a64610427ed0a7f1562b9a4eae (last fully tested stable version 1 commit ago [c636b5afbc836cc39018cd3cb21ab295e3b7be3c, 9076])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 21:02:38] 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: 316c58f8-13c4-4975-99d4-53537520663f
_________________________________________________
/ \
| OmniOpt2 - Finds minima faster than a squirrel on |
| espresso. |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=181 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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 │ -20 │ -13.491408228874207 │ -100 │ 16 │ 1.6974306166000002 │ 2.1119978713 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 1 │ -100 │ -100 │ 10 │ 1 │ 1.7660461125 │ 2.0975734623 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 3 │ 7 │ 10 │ -67 │ 16 │ 1.41095531203701 │ 2.19389269742848 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-12 21:02:42 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, Started OmniOpt2 run...
2025-11-12 21:02:50 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, getting new HP set (no sbatch)
2025-11-12 21:02:50 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, requested 1 jobs, got 1, 8.35 s/job
2025-11-12 21:02:50 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, eval #1/1 start
2025-11-12 21:02:50 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, starting new job
2025-11-12 21:02:50 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, started new job
2025-11-12 21:03:00 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, new result: RESULT1: 1.684942, RESULT2: 2.347273
2025-11-12 21:03:04 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-11-12 21:03:18 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-11-12 21:03:18 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, requested 1 jobs, got 1, 14.07 s/job
2025-11-12 21:03:18 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, eval #1/1 start
2025-11-12 21:03:18 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, starting new job
2025-11-12 21:03:18 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, started new job
2025-11-12 21:03:27 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 3 done, new result: RESULT1: 1.410955, RESULT2: 2.193893
2025-11-12 21:03:31 (26f505b5-eae0-4908-9456-c55bdbbb41b1): BO_MIXED, 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
1762981358,753.3515625,28.5
