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
0,1761031335,2,a87b8a34-4a45-4163-b11e-ad1411a565ca,1761031337,1761031343,6,./.tests/optimization_example --int_param='-87' --float_param='-6.49634540081024169922' --choice_param='hallo' --int_param_two='-28' --nr_results=2,0,,runnervmwhb2z,-87,-28,-6.49634540081024169921875,hallo,0_0,COMPLETED,SOBOL,1.86616077790000001179748778668,2.350075249400000121369203043287,-87,-6.49634540081024169921875,-28,hallo
1,1761031347,1,a87b8a34-4a45-4163-b11e-ad1411a565ca,1761031348,1761031354,6,./.tests/optimization_example --int_param='4' --float_param='-52.20687977153557568499' --choice_param='4' --int_param_two='-82' --nr_results=2,0,,runnervmwhb2z,4,-82,-52.20687977153557568499309127219,4,1_0,COMPLETED,BOTORCH_MODULAR,1.182815822380689940729325826396,2.836513435325710208445570970071,4,-52.20687977153557568499309127219,-82,4
========================================================================
Current git-hash: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (last fully tested stable version 2 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:22:14] 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: ed1f2a6b-92fa-40ed-b7ea-7cb3fc7eb1cc
_________________________________________________
/ \
| OmniOpt2 - Walking the fine line between overfit |
| and underfit like a tightrope artist. |
\ /
=================================================
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/ `. .' \
.---. < > < > .---.
| \ \ - ~ ~ - / / |
_____ ~-..-~ ~-..-~
| | \~~~\.' `./~~~/
--------- \__/ \__/
.' O \ / / \ "
(_____, `._.' | } \/~~~/
`----. / } | / \__/
`-. | / | / `. ,~~|
~-.__| /_ - ~ ^| /- _ `..-' f: f:
| / | / ~-. `-. _|| _||_
|_____| |_____| ~ - . _ _ _ _ __>
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=3 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 │ -87 │ -6.496345400810242 │ -28 │ hallo │ 1.8661607779 │ 2.3500752494 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ 4 │ -52.206879771535576 │ -82 │ 4 │ 1.18281582238069 │ 2.83651343532571 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │ 0.043 │ 1 │ 0.043 │
│ 2 │ 0.654 │ 1 │ 0.654 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.348 │ │ │
│ Median │ 0.348 │ │ │
│ Total │ 0.697 │ │ │
│ Max │ 0.654 │ │ │
│ Min │ 0.043 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.216 │ 1 │ 0.216 │
│ 2 │ 0.108 │ 1 │ 0.108 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.162 │ │ │
│ Median │ 0.162 │ │ │
│ Total │ 0.324 │ │ │
│ Max │ 0.216 │ │ │
│ Min │ 0.108 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:22:15 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, Started OmniOpt2 run...
2025-10-21 07:22:15 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:22:15 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 07:22:15 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, eval #1/1 start
2025-10-21 07:22:15 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, starting new job
2025-10-21 07:22:16 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, started new job
2025-10-21 07:22:25 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, new result: 1.86616077793679
2025-10-21 07:22:26 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 07:22:26 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 07:22:27 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, requested 1 jobs, got 1, 0.65 s/job
2025-10-21 07:22:27 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, eval #1/1 start
2025-10-21 07:22:27 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, starting new job
2025-10-21 07:22:27 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, started new job
2025-10-21 07:22:36 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 1 done, new result: 1.18281582238069
2025-10-21 07:22:38 (a87b8a34-4a45-4163-b11e-ad1411a565ca): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761031335,779.2109375,25.3
