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,1.897392213000000049660798140394,2.463441490100000130780699691968,-90,-7.74205625057220458984375,-34,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.268258886299999943503280519508,2.741448704199999752972871647216,-1,-93.029502445537374910600192379206,-32,16
2,1762267480,2,3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9,1762267482,1762267488,6,./.tests/optimization_example --int_param='-9' --float_param='-1.44630405348018342693' --choice_param='1' --int_param_two='-99' --nr_results=2,0,,runnervmxu1zt,-9,-99,-1.446304053480183426927396794781,1,2_0,COMPLETED,BOTORCH_MODULAR,1.134893117799999906480934441788,2.862873426300000190281025425065,-9,-1.446304053480183426927396794781,-99,1
3,1762267507,2,3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9,1762267509,1762267515,6,./.tests/optimization_example --int_param='-78' --float_param='-32.95720850584128669425' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,-78,10,-32.957208505841286694248992716894,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.095272995139570104683457429928,2.329073793112430124097045336384,-78,-32.957208505841286694248992716894,10,hallo
========================================================================
Current git-hash: ae59df72b3d3cffa8486196ddf25c15a110de7ba (last fully tested stable version 1 commit ago [4234251da23ca4c1533f0765399f244bdc2000bc, 9056])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 14:44:35] 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: c7ce512b-ed89-4e6e-ba1f-cced2a59f7be
______________________________________________
| OmniOpt2 - May the optimal values be with you. |
==============================================
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omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=101 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 3 │ -78 │ -32.95720850584129 │ 10 │ hallo │ 1.09527299513957 │ 2.32907379311243 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 14:44:39 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 14:44:40 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 14:44:40 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.14 s/job
2025-11-04 14:44:40 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, eval #1/1 start
2025-11-04 14:44:40 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, starting new job
2025-11-04 14:44:40 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, started new job
2025-11-04 14:44:49 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, new result: RESULT1: 1.134893, RESULT2: 2.862873
2025-11-04 14:45:03 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-11-04 14:45:07 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-11-04 14:45:07 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 3.85 s/job
2025-11-04 14:45:07 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-11-04 14:45:07 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, starting new job
2025-11-04 14:45:07 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, started new job
2025-11-04 14:45:16 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.095273, RESULT2: 2.329074
2025-11-04 14:45:21 (3ade5c75-034e-4ed9-9a3f-9ca18f85b0a9): BOTORCH_MODULAR, 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
1762267475,752.2890625,28.7
