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
0,1772006116,2,3a3945a7-4fa0-4890-98d0-0071618ab6b6,1772006118,1772006124,6,./.tests/optimization_example --int_param='-89' --float_param='-1.16897046566009521484' --choice_param='hallo' --int_param_two='-75' --nr_results=2,0,,runnervmwffz4,-89,-75,-1.16897046566009521484375,hallo,0_0,COMPLETED,SOBOL,1.319524414700000036759774957318,2.246537031699999964473590807756,-89,-1.16897046566009521484375,-75,hallo
1,1772006193,1,3a3945a7-4fa0-4890-98d0-0071618ab6b6,1772006194,1772006201,7,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmwffz4,10,10,-100,1,1_0,COMPLETED,SAASBO,1.642456580958429945837906416273,2.711075669477819971575627278071,10,-100,10,1
========================================================================
Current git-hash: 747fe7706a7fd36667018db94e6396efbd886d4b (last fully tested stable version 3 commits ago [bc2822b1871df4b2070f47480f70b1dd5f2faec4, 9268])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:55:12] ax.storage.sqa_store.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]`.
Run-UUID: 29cd2f25-c6b3-469c-a09b-57774e302c81
_______________________________________________
| OmniOpt2 - In pursuit of the ultimate accuracy! |
===============================================
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/| O|| O| / \_______________/ \
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| (_______) /______/ \_________ \
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\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_SAASBO --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=SAASBO --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=24 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then SAASBO for 1 step.
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 │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -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 │ -89 │ -1.1689704656600952 │ -75 │ hallo │ 1.3195244147 │ 2.2465370317 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, Started OmniOpt2 run...
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, getting new HP set (no sbatch)
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, eval #1/1 start
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, starting new job
2026-02-25 07:55:16 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, started new job
2026-02-25 07:55:25 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, new result: RESULT1: 1.319524, RESULT2: 2.246537
2026-02-25 07:55:26 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SOBOL, 1 done, finishing jobs, finished 1 job
2026-02-25 07:56:33 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, getting new HP set (no sbatch)
2026-02-25 07:56:33 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, requested 1 jobs, got 1, 66.28 s/job
2026-02-25 07:56:33 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, eval #1/1 start
2026-02-25 07:56:33 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, starting new job
2026-02-25 07:56:33 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, started new job
2026-02-25 07:56:42 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 1 done, new result: RESULT1: 1.642457, RESULT2: 2.711076
2026-02-25 07:56:45 (3a3945a7-4fa0-4890-98d0-0071618ab6b6): SAASBO, 2 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
1772006113,794.50390625,27
1772006193,864.99609375,23.9
