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
0,1761045983,2,94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191,1761045985,1761045991,6,./.tests/optimization_example --int_param='-40' --float_param='-63.87816190719604492188' --choice_param='hallo' --int_param_two='-28' --nr_results=2,0,,runnervmnfq8z,-40,-28,-63.878161907196044921875,hallo,0_0,COMPLETED,SOBOL,1.785846150799999865199652049341,2.631288688300000178088566826773,-40,-63.878161907196044921875,-28,hallo
1,1761045994,2,94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191,1761045996,1761046002,6,./.tests/optimization_example --int_param='-86' --float_param='9.60939007812856971213' --choice_param='1' --int_param_two='-97' --nr_results=2,0,,runnervmnfq8z,-86,-97,9.609390078128567935777937236708,1,1_0,COMPLETED,BOTORCH_MODULAR,1.798752845105809905490445999021,2.773464447909160135452566464664,-86,9.609390078128569712134776636958,-97,1
========================================================================
Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (last fully tested stable version 1 commit ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:26:21] 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: 9ac35953-0fcf-4ec2-8020-eb4b679c2110
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| OmniOpt2 - A small tweak, a big effect – the butt |
| erfly principle of tuning. |
\ /
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/ / \/ \ \
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| | (____) | ||
\/\___/\__/ //
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(____(____)
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_no_transforms --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_no_transforms/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_no_transforms&run_nr=16 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR 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 │ -40 │ -63.878161907196045 │ -28 │ hallo │ 1.7858461507999999 │ 2.6312886883 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.012 │ 1 │ 0.012 │
│ 2 │ 0.859 │ 1 │ 0.859 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.436 │ │ │
│ Median │ 0.436 │ │ │
│ Total │ 0.871 │ │ │
│ Max │ 0.859 │ │ │
│ Min │ 0.012 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.093 │ 1 │ 0.093 │
│ 2 │ 0.086 │ 1 │ 0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.090 │ │ │
│ Median │ 0.090 │ │ │
│ Total │ 0.179 │ │ │
│ Max │ 0.093 │ │ │
│ Min │ 0.086 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, Started OmniOpt2 run...
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, eval #1/1 start
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, starting new job
2025-10-21 11:26:23 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, started new job
2025-10-21 11:26:32 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, new result: 1.78584615078671
2025-10-21 11:26:33 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 11:26:34 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 11:26:34 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, requested 1 jobs, got 1, 0.86 s/job
2025-10-21 11:26:34 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, eval #1/1 start
2025-10-21 11:26:34 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, starting new job
2025-10-21 11:26:35 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, started new job
2025-10-21 11:26:44 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 1 done, new result: 1.79875284510581
2025-10-21 11:26:47 (94f6d5e8-67ae-4ef8-b5fe-af9f4bb05191): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761045983,753.31640625,24.6
1761045983,753.31640625,50.0
