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,1.376360674699999897541147220181,2.577012182799999884252883930458,-40,-55.8019959926605224609375,-22,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.613458463800000020071934159205,2.854092087699999780170401209034,-100,10,-100,hallo
2,1762985472,2,f61dba40-dfed-49ce-8d04-c6a58f578650,1762985474,1762985480,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervmfg25i,10,10,-100,8,2_0,COMPLETED,SAASBO,1.051029100200000065967742557405,2.416797362600000109722486740793,10,-100,10,8
3,1762985557,2,f61dba40-dfed-49ce-8d04-c6a58f578650,1762985559,1762985565,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=2,0,,runnervmfg25i,10,10,-100,16,3_0,COMPLETED,SAASBO,1.643790744551560045749738492304,2.521365829368249933395418338478,10,-100,10,16
========================================================================
Current git-hash: 5138dac9699446835928527562b5e2b197c923f4 (last fully tested stable version 4 commits ago [13b42d39143a080c27e201c0b0e07304f6d150f7, 9078])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 22:09:55] 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: f442cac9-57dc-4af9-a638-c858a6de5021
________________________________________
| OmniOpt2 - In search of the perfect fit. |
========================================
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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=200 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 │ 10 │ -100 │ 10 │ 8 │ 1.0510291002 │ 2.4167973626 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-12 22:09:59 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, Started OmniOpt2 run...
2025-11-12 22:11:12 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, getting new HP set (no sbatch)
2025-11-12 22:11:12 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, requested 1 jobs, got 1, 72.45 s/job
2025-11-12 22:11:12 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, eval #1/1 start
2025-11-12 22:11:12 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, starting new job
2025-11-12 22:11:12 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, started new job
2025-11-12 22:11:21 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, new result: RESULT1: 1.051029, RESULT2: 2.416797
2025-11-12 22:11:25 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-12 22:12:37 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-12 22:12:37 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, requested 1 jobs, got 1, 71.39 s/job
2025-11-12 22:12:37 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, eval #1/1 start
2025-11-12 22:12:37 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, starting new job
2025-11-12 22:12:37 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, started new job
2025-11-12 22:12:46 (f61dba40-dfed-49ce-8d04-c6a58f578650): SAASBO, 3 done, new result: RESULT1: 1.643791, RESULT2: 2.521366
2025-11-12 22:12:50 (f61dba40-dfed-49ce-8d04-c6a58f578650): 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
1762985395,752.84765625,28.5
1762985472,805.08203125,48
1762985556,805.53125,43.4
