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,1.140842589600000067662222136278,2.775313463399999847069921088405,-88,-43.2769620418548583984375,-78,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.795401635000000162278865900589,2.813660303699999865045811020536,10,10,10,4
2,1767538250,1,28f72e72-e6fd-4f40-87b8-e610e0093207,1767538251,1767538258,7,./.tests/optimization_example --int_param='-94' --float_param='-74.80888423532068998156' --choice_param='16' --int_param_two='-82' --nr_results=2,0,,runnervmdwttx,-94,-82,-74.808884235320689981563191395253,16,2_0,COMPLETED,BO_MIXED,1.068907097499999903078560237191,2.199840362999999854309862712398,-94,-74.808884235320689981563191395253,-82,16
3,1767538269,2,28f72e72-e6fd-4f40-87b8-e610e0093207,1767538271,1767538277,6,./.tests/optimization_example --int_param='-96' --float_param='-77.80469618071244042312' --choice_param='2' --int_param_two='-84' --nr_results=2,0,,runnervmdwttx,-96,-84,-77.804696180712454633976449258626,2,3_0,COMPLETED,BO_MIXED,1.922657820236969961058548506116,2.543788553306030042477914321353,-96,-77.804696180712440423121734056622,-84,2
========================================================================
Current git-hash: 0b4ade6a71a0cdb8e1cbd17c4714905a9220d325 (last fully tested stable version 1 commit ago [3bb4fe033a6a03e62be268ba0b4f542c23d2c237, 9226])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 14:50:39] 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: 34274548-06a1-485a-a7ec-32b4301cd355
_________________________________________________
/ \
| OmniOpt2 - Grid search? Please, I’m doing ballet |
| through parameter space. |
\ /
=================================================
\
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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=561 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ -94 │ -74.80888423532069 │ -82 │ 16 │ 1.0689070975 │ 2.199840363 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴─────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 14:50:43 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, Started OmniOpt2 run...
2026-01-04 14:50:50 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, getting new HP set (no sbatch)
2026-01-04 14:50:50 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, requested 1 jobs, got 1, 6.12 s/job
2026-01-04 14:50:50 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, eval #1/1 start
2026-01-04 14:50:50 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, starting new job
2026-01-04 14:50:50 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, started new job
2026-01-04 14:50:59 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, new result: RESULT1: 1.068907, RESULT2: 2.199840
2026-01-04 14:51:02 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, finishing jobs, finished 1 job
2026-01-04 14:51:09 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, getting new HP set (no sbatch)
2026-01-04 14:51:09 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, requested 1 jobs, got 1, 6.97 s/job
2026-01-04 14:51:09 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, eval #1/1 start
2026-01-04 14:51:09 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, starting new job
2026-01-04 14:51:09 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, started new job
2026-01-04 14:51:18 (28f72e72-e6fd-4f40-87b8-e610e0093207): BO_MIXED, 3 done, new result: RESULT1: 1.922658, RESULT2: 2.543789
2026-01-04 14:51:22 (28f72e72-e6fd-4f40-87b8-e610e0093207): 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
1767538240,759.1875,28.5
