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,1.945705782200000122372784971958,2.683556164500000118522393677267,1,-63.165747821331024169921875,-53,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.715914637900000094816732598701,2.296558024699999922546567177051,-100,10,10,2
2,1762252524,2,d6b72533-4592-4db2-9140-c7a148252dbd,1762252526,1762252532,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmf2e7y,-100,-100,-100,hallo,2_0,COMPLETED,SAASBO,1.68058872280000004550970515993,2.5973883084000002341440449527,-100,-100,-100,hallo
3,1762252607,1,d6b72533-4592-4db2-9140-c7a148252dbd,1762252608,1762252614,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervmf2e7y,-100,10,10,8,3_0,COMPLETED,SAASBO,1.864038878659820097638544211804,2.959679112627299879534348292509,-100,10,10,8
========================================================================
Current git-hash: 9507608b1bca7a77f5bba2d88ca9534148ebc9b9 (last fully tested stable version 1 commit ago [f39359d3a3db0d7c140699e6c342fe0570361142, 9043])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 10:34:12] 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: 08abf897-7d8b-44f1-a931-395bd480bd77
___________________________________
| OmniOpt2 - Fine-tuning like a boss! |
===================================
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omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/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_SAASBO&run_nr=51 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO 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 │ 10 │ 10 │ 2 │ 1.7159146379 │ 2.2965580247 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────┼────────────────────┤
│ 2 │ -100 │ -100 │ -100 │ hallo │ 1.6805887228 │ 2.5973883084000002 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴────────────────────┘
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 10:34:16 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, Started OmniOpt2 run...
2025-11-04 10:35:24 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, getting new HP set (no sbatch)
2025-11-04 10:35:24 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, requested 1 jobs, got 1, 68.19 s/job
2025-11-04 10:35:24 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, eval #1/1 start
2025-11-04 10:35:24 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, starting new job
2025-11-04 10:35:25 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, started new job
2025-11-04 10:35:34 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, new result: RESULT1: 1.680589, RESULT2: 2.597388
2025-11-04 10:35:37 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 10:36:46 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 10:36:46 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, requested 1 jobs, got 1, 69.73 s/job
2025-11-04 10:36:46 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, eval #1/1 start
2025-11-04 10:36:47 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, starting new job
2025-11-04 10:36:47 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, started new job
2025-11-04 10:36:56 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 3 done, new result: RESULT1: 1.864039, RESULT2: 2.959679
2025-11-04 10:36:59 (d6b72533-4592-4db2-9140-c7a148252dbd): SAASBO, 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
1762252453,778.19921875,27.2
1762252524,817.30078125,48.3
1762252606,825.44921875,43.8
