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,1.887498769100000028942076824023,2.089181747600000083053828348056,-46,-95.770247280597686767578125,10,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.458709440700000081747589320003,2.913594177800000295519566861913,10,10,-100,8
2,1766936156,2,b2f2f6ed-298d-4ea2-80f5-b6c84823487e,1766936158,1766936164,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-100,10,10,hallo,2_0,COMPLETED,SAASBO,1.25295209730000012271489140403,2.778390815999999929886143945623,-100,10,10,hallo
3,1766936242,1,b2f2f6ed-298d-4ea2-80f5-b6c84823487e,1766936243,1766936249,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmh13bl,10,10,10,1,3_0,COMPLETED,SAASBO,1.269348702234309955727553642646,2.006875132301019881708725733915,10,10,10,1
========================================================================
Current git-hash: 0883c8507733c008c2c87295564d8f77117d8562 (last fully tested stable version 10 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:34:45] 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: a927f88c-ea57-412b-82c3-192d0f223812
____________________________________________
| OmniOpt2 - Hyperparameter alchemy in action! |
============================================
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\
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_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=429 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 2 │ -100 │ 10 │ 10 │ hallo │ 1.2529520973000001 │ 2.778390816 │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 3 │ 10 │ 10 │ 10 │ 1 │ 1.26934870223431 │ 2.00687513230102 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 15:34:49 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, Started OmniOpt2 run...
2025-12-28 15:35:56 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, getting new HP set (no sbatch)
2025-12-28 15:35:56 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, requested 1 jobs, got 1, 66.50 s/job
2025-12-28 15:35:56 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, eval #1/1 start
2025-12-28 15:35:56 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, starting new job
2025-12-28 15:35:56 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, started new job
2025-12-28 15:36:05 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, new result: RESULT1: 1.252952, RESULT2: 2.778391
2025-12-28 15:36:08 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, finishing jobs, finished 1 job
2025-12-28 15:37:22 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, getting new HP set (no sbatch)
2025-12-28 15:37:22 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, requested 1 jobs, got 1, 73.36 s/job
2025-12-28 15:37:22 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, eval #1/1 start
2025-12-28 15:37:22 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, starting new job
2025-12-28 15:37:22 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, started new job
2025-12-28 15:37:31 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): SAASBO, 3 done, new result: RESULT1: 1.269349, RESULT2: 2.006875
2025-12-28 15:37:34 (b2f2f6ed-298d-4ea2-80f5-b6c84823487e): 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
1766936087,786.3828125,27
1766936156,814.0546875,48.7
1766936241,819.37890625,43.9
