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
0,1761041636,2,b4f2bb18-428b-4638-afb5-dbed2c470196,1761041638,1761041644,6,./.tests/optimization_example --int_param='-71' --float_param='-99.80681619606912136078' --choice_param='hallo' --int_param_two='-78' --nr_results=2,0,,runnervmnfq8z,-71,-78,-99.80681619606912136077880859375,hallo,0_0,COMPLETED,SOBOL,1.051744859700000089830496108334,2.525214002799999857273860470741,-71,-99.80681619606912136077880859375,-78,hallo
1,1761041715,2,b4f2bb18-428b-4638-afb5-dbed2c470196,1761041717,1761041723,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='16' --int_param_two='10' --nr_results=2,0,,runnervmnfq8z,10,10,10,16,1_0,COMPLETED,SAASBO,1.374724826616330108919328267802,2.445326303222339792142747683101,10,10,10,16
========================================================================
Current git-hash: 28988fc1991bf218c08774c90a161646685e05ce (last fully tested stable version 9 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 10:13:55] 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]`.
Run-UUID: 19399358-173c-4185-b9a0-b031baa4bcf1
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| _ | (_) _ | | | / __ \
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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 20 --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=28 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 │ -71 │ -99.80681619606912 │ -78 │ hallo │ 1.0517448597 │ 2.5252140028 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ 10 │ 10 │ 10 │ 16 │ 1.37472482661633 │ 2.44532630322234 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, Started OmniOpt2 run...
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, getting new HP set (no sbatch)
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, eval #1/1 start
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, starting new job
2025-10-21 10:13:56 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, started new job
2025-10-21 10:14:05 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, new result: 1.0517448597393
2025-10-21 10:14:07 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 10:15:15 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 10:15:15 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, requested 1 jobs, got 1, 68.22 s/job
2025-10-21 10:15:15 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, eval #1/1 start
2025-10-21 10:15:15 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, starting new job
2025-10-21 10:15:15 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, started new job
2025-10-21 10:15:24 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 1 done, new result: 1.37472482661633
2025-10-21 10:15:27 (b4f2bb18-428b-4638-afb5-dbed2c470196): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761041636,753.515625,24.9
