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,1.025172626900000105720778265095,2.777634202099999782831218908541,-73,-10.694997310638427734375,-100,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.137813471300000101038563116163,2.088457269000000060543698054971,-88,-38.829579711860183977023552870378,-65,1
2,1764251599,1,f8abbf00-40f8-41de-8a6b-39125db641c3,1764251600,1764251606,6,./.tests/optimization_example --int_param='-98' --float_param='-23.63945326479745290271' --choice_param='16' --int_param_two='-28' --nr_results=2,0,,runnervmfxdz0,-98,-28,-23.639453264797449349998714751564,16,2_0,COMPLETED,UNIFORM,1.04811899699999999668875716452,2.262852522400000232494221563684,-98,-23.639453264797452902712393552065,-28,16
3,1764251613,1,f8abbf00-40f8-41de-8a6b-39125db641c3,1764251614,1764251621,7,./.tests/optimization_example --int_param='-83' --float_param='-67.99346242803497375462' --choice_param='1' --int_param_two='-59' --nr_results=2,0,,runnervmfxdz0,-83,-59,-67.99346242803497375462029594928,1,3_0,COMPLETED,UNIFORM,1.896321446475669914022432749334,2.630503154450220204552124414477,-83,-67.99346242803497375462029594928,-59,1
========================================================================
Current git-hash: 149338e20c0f6b4e7b249fcb8ee3d494e899b2b1 (last fully tested stable version 1 commit ago [295a941be2849d56cd13184aa0de9ffc12b8e21e, 9122])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 13:53:14] 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: ec6bf75b-667d-4021-a136-ade4ab179251
_________________________________________________
/ \
| OmniOpt2 - Like Neo, dodging suboptimal hyperpara |
| meters in slow motion. |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/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_UNIFORM&run_nr=261 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM 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 │ -73 │ -10.694997310638428 │ -100 │ 2 │ 1.0251726269 │ 2.7776342021 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼────────────────────┤
│ 1 │ -88 │ -38.829579711860184 │ -65 │ 1 │ 1.1378134713 │ 2.088457269 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼────────────────────┤
│ 2 │ -98 │ -23.639453264797453 │ -28 │ 16 │ 1.048118997 │ 2.2628525224000002 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴────────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, Started OmniOpt2 run...
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, getting new HP set (no sbatch)
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, eval #1/1 start
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, starting new job
2025-11-27 13:53:19 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, started new job
2025-11-27 13:53:28 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, new result: RESULT1: 1.048119, RESULT2: 2.262853
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, eval #1/1 start
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, starting new job
2025-11-27 13:53:33 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, started new job
2025-11-27 13:53:42 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 3 done, new result: RESULT1: 1.896321, RESULT2: 2.630503
2025-11-27 13:53:46 (f8abbf00-40f8-41de-8a6b-39125db641c3): UNIFORM, 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
1764251594,759.0703125,28.7
