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,1.994811051600000162409287440823,2.63468646480000012743971637974,-36,-25.08347034454345703125,7,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.562387346600000004315234036767,2.568716440000000211796304938616,-100,-100,-100,2
2,1762279665,2,59c74838-cea0-4041-83de-51f669dcdd24,1762279667,1762279673,6,./.tests/optimization_example --int_param='-69' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,-69,-100,-100,2,2_0,COMPLETED,BO_MIXED,1.748813711399999970552698869142,2.018033035699999810930194144021,-69,-100,-100,2
3,1762279692,1,59c74838-cea0-4041-83de-51f669dcdd24,1762279693,1762279699,6,./.tests/optimization_example --int_param='-83' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,-83,-100,-100,2,3_0,COMPLETED,BO_MIXED,1.772354323024960098820201892522,2.953938486843500133005591123947,-83,-100,-100,2
========================================================================
Current git-hash: b84d59cce352dac3cf2d5c5bdd404b09f1e6ccd0 (last fully tested stable version 1 commit ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 18:07:35] 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: 93825dc6-edce-41ea-8312-0fa1a7e8da70
_________________________________________________
/ \
| OmniOpt2 - The fractal of hyperparameters: The de |
| eper you go, the more you see. |
\ /
=================================================
\
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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=123 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ -100 │ -100 │ -100 │ 2 │ 1.5623873466 │ 2.56871644 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│ 2 │ -69 │ -100 │ -100 │ 2 │ 1.7488137114 │ 2.0180330357 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 18:07:38 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, Started OmniOpt2 run...
2025-11-04 18:07:45 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, getting new HP set (no sbatch)
2025-11-04 18:07:45 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, requested 1 jobs, got 1, 6.90 s/job
2025-11-04 18:07:45 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, eval #1/1 start
2025-11-04 18:07:45 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, starting new job
2025-11-04 18:07:46 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, started new job
2025-11-04 18:07:55 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, new result: RESULT1: 1.748814, RESULT2: 2.018033
2025-11-04 18:07:58 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-11-04 18:08:12 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-11-04 18:08:12 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, requested 1 jobs, got 1, 13.44 s/job
2025-11-04 18:08:12 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, eval #1/1 start
2025-11-04 18:08:12 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, starting new job
2025-11-04 18:08:12 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, started new job
2025-11-04 18:08:21 (59c74838-cea0-4041-83de-51f669dcdd24): BO_MIXED, 3 done, new result: RESULT1: 1.772354, RESULT2: 2.953938
2025-11-04 18:08:25 (59c74838-cea0-4041-83de-51f669dcdd24): 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
1762279655,778.37890625,27.2
