OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	30
Number random steps	20
Nr. of workers (parameter)	20
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 30)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	OO_Info_SLURM_JOB_ID	int_param	float_param	int_param_two	choice_param	RESULT
-100.0	-100.0	-100.0	16	2102338.0	-100	-100.0	-100	16	-331437.32

Job Summary per Generation Node

Generation Node	Total	ABANDONED	COMPLETED
SOBOL	20	0	20
BOTORCH_MODULAR	25	15	10

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

Number of evaluations

Failed	Succeeded	Running	Total
0	30	0	45

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-12-28 17:07:53 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job

Git-Version

Commit: c53538d72fd964f91794defe73be612acdc56009 (9190-15-gc53538d72)

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,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1766937704,39,145c43e0-e998-40cb-9da7-1f746518ab20,1766937743,1766937749,6,./.tests/optimization_example  --int_param='-15' --float_param='-71.29604429006576538086' --choice_param='16' --int_param_two='-17' --nr_results=1,0,,c137,-15,-17,-71.296044290065765380859375,16,2102323,0_0,COMPLETED,SOBOL,-68464.583743116803816519677639007568,-15,-71.296044290065765380859375,-17,16
1,1766937705,52,145c43e0-e998-40cb-9da7-1f746518ab20,1766937758,1766937764,6,./.tests/optimization_example  --int_param='-78' --float_param='-19.90880382247269153595' --choice_param='2' --int_param_two='-62' --nr_results=1,0,,c71,-78,-62,-19.908803822472687983236028230749,2,2102330,1_0,COMPLETED,SOBOL,-119767.00507866400585044175386428833,-78,-19.90880382247269153594970703125,-62,2
2,1766937704,44,145c43e0-e998-40cb-9da7-1f746518ab20,1766937749,1766937755,6,./.tests/optimization_example  --int_param='-65' --float_param='-86.92924152128398418427' --choice_param='hallo' --int_param_two='-75' --nr_results=1,0,,c137,-65,-75,-86.92924152128398418426513671875,hallo,2102322,2_0,COMPLETED,SOBOL,-197372.37446678598644211888313293457,-65,-86.92924152128398418426513671875,-75,hallo
3,1766937705,60,145c43e0-e998-40cb-9da7-1f746518ab20,1766937766,1766937772,6,./.tests/optimization_example  --int_param='-28' --float_param='-0.84460860118269920349' --choice_param='4' --int_param_two='-9' --nr_results=1,0,,c38,-28,-9,-0.8446086011826992034912109375,4,2102334,3_0,COMPLETED,SOBOL,-13388.114497010199556825682520866394,-28,-0.8446086011826992034912109375,-9,4
4,1766937705,47,145c43e0-e998-40cb-9da7-1f746518ab20,1766937753,1766937759,6,./.tests/optimization_example  --int_param='-36' --float_param='-74.09114554524421691895' --choice_param='4' --int_param_two='-99' --nr_results=1,0,,c11,-36,-99,-74.091145545244202708090597297996,4,2102335,4_0,COMPLETED,SOBOL,-186764.613036589988041669130325317383,-36,-74.0911455452442169189453125,-99,4
5,1766937704,39,145c43e0-e998-40cb-9da7-1f746518ab20,1766937744,1766937750,6,./.tests/optimization_example  --int_param='-57' --float_param='-15.3957467246800661087' --choice_param='8' --int_param_two='2' --nr_results=1,0,,c116,-57,2,-15.39574672468006610870361328125,8,2102326,5_0,COMPLETED,SOBOL,-43186.38484457299637142568826675415,-57,-15.39574672468006610870361328125,2,8
6,1766937704,18,145c43e0-e998-40cb-9da7-1f746518ab20,1766937723,1766937729,6,./.tests/optimization_example  --int_param='-100' --float_param='-58.35705447010695934296' --choice_param='16' --int_param_two='-45' --nr_results=1,0,,c81,-100,-45,-58.35705447010695934295654296875,16,2102317,6_0,COMPLETED,SOBOL,-176672.483511280996026471257209777832,-100,-58.35705447010695934295654296875,-45,16
7,1766937704,41,145c43e0-e998-40cb-9da7-1f746518ab20,1766937745,1766937751,6,./.tests/optimization_example  --int_param='7' --float_param='-34.57384062930941581726' --choice_param='1' --int_param_two='-55' --nr_results=1,0,,c122,7,-55,-34.573840629309408711833384586498,1,2102325,7_0,COMPLETED,SOBOL,-51448.208621539801242761313915252686,7,-34.5738406293094158172607421875,-55,1
8,1766937705,47,145c43e0-e998-40cb-9da7-1f746518ab20,1766937753,1766937760,7,./.tests/optimization_example  --int_param='-3' --float_param='-93.30150496214628219604' --choice_param='hallo' --int_param_two='-92' --nr_results=1,0,,c66,-3,-92,-93.301504962146267985190206672996,hallo,2102332,8_0,COMPLETED,SOBOL,-190916.77877822899608872830867767334,-3,-93.301504962146282196044921875,-92,hallo
9,1766937705,38,145c43e0-e998-40cb-9da7-1f746518ab20,1766937744,1766937750,6,./.tests/optimization_example  --int_param='-91' --float_param='6.23937024734914302826' --choice_param='1' --int_param_two='9' --nr_results=1,0,,c155,-91,9,6.23937024734914302825927734375,1,2102319,9_0,COMPLETED,SOBOL,-92969.880386100194300524890422821045,-91,6.23937024734914302825927734375,9,1
10,1766937704,18,145c43e0-e998-40cb-9da7-1f746518ab20,1766937723,1766937729,6,./.tests/optimization_example  --int_param='-50' --float_param='-64.25402588210999965668' --choice_param='16' --int_param_two='-38' --nr_results=1,0,,c137,-50,-38,-64.25402588210999965667724609375,16,2102316,10_0,COMPLETED,SOBOL,-97958.121008799600531347095966339111,-50,-64.25402588210999965667724609375,-38,16
11,1766937704,40,145c43e0-e998-40cb-9da7-1f746518ab20,1766937744,1766937750,6,./.tests/optimization_example  --int_param='-44' --float_param='-26.26596065238118171692' --choice_param='2' --int_param_two='-48' --nr_results=1,0,,c152,-44,-48,-26.2659606523811817169189453125,2,2102320,11_0,COMPLETED,SOBOL,-61741.322955162497237324714660644531,-44,-26.2659606523811817169189453125,-48,2
12,1766937704,39,145c43e0-e998-40cb-9da7-1f746518ab20,1766937744,1766937750,6,./.tests/optimization_example  --int_param='-24' --float_param='-51.40569437295198440552' --choice_param='2' --int_param_two='-24' --nr_results=1,0,,c99,-24,-24,-51.405694372951984405517578125,2,2102327,12_0,COMPLETED,SOBOL,-48720.943576948702684603631496429443,-24,-51.405694372951984405517578125,-24,2
13,1766937704,43,145c43e0-e998-40cb-9da7-1f746518ab20,1766937748,1766937754,6,./.tests/optimization_example  --int_param='-70' --float_param='-40.81357710994780063629' --choice_param='4' --int_param_two='-70' --nr_results=1,0,,c137,-70,-70,-40.81357710994780063629150390625,4,2102321,13_0,COMPLETED,SOBOL,-133110.558476091013289988040924072266,-70,-40.81357710994780063629150390625,-70,4
14,1766937704,39,145c43e0-e998-40cb-9da7-1f746518ab20,1766937744,1766937750,6,./.tests/optimization_example  --int_param='-85' --float_param='-80.36612941883504390717' --choice_param='8' --int_param_two='-82' --nr_results=1,0,,c127,-85,-82,-80.36612941883504390716552734375,8,2102324,14_0,COMPLETED,SOBOL,-229209.080519532988546416163444519043,-85,-80.36612941883504390716552734375,-82,8
15,1766937704,40,145c43e0-e998-40cb-9da7-1f746518ab20,1766937745,1766937751,6,./.tests/optimization_example  --int_param='-9' --float_param='-8.43599388375878334045' --choice_param='8' --int_param_two='-16' --nr_results=1,0,,c81,-9,-16,-8.43599388375878156409726216225,8,2102329,15_0,COMPLETED,SOBOL,-8381.379316443999414332211017608643,-9,-8.4359938837587833404541015625,-16,8
16,1766937705,48,145c43e0-e998-40cb-9da7-1f746518ab20,1766937754,1766937760,6,./.tests/optimization_example  --int_param='-6' --float_param='-84.4731175154447555542' --choice_param='hallo' --int_param_two='5' --nr_results=1,0,,c64,-6,5,-84.47311751544475555419921875,hallo,2102333,16_0,COMPLETED,SOBOL,-81872.907579325896222144365310668945,-6,-84.47311751544475555419921875,5,hallo
17,1766937705,17,145c43e0-e998-40cb-9da7-1f746518ab20,1766937723,1766937729,6,./.tests/optimization_example  --int_param='-80' --float_param='-5.23538318462669849396' --choice_param='16' --int_param_two='-88' --nr_results=1,0,,c66,-80,-88,-5.235383184626697605779099831125,16,2102318,17_0,COMPLETED,SOBOL,-160564.550689360999967902898788452148,-80,-5.23538318462669849395751953125,-88,16
18,1766937705,38,145c43e0-e998-40cb-9da7-1f746518ab20,1766937745,1766937751,6,./.tests/optimization_example  --int_param='-67' --float_param='-48.21473444811999797821' --choice_param='2' --int_param_two='-52' --nr_results=1,0,,c92,-67,-52,-48.21473444811999797821044921875,2,2102328,18_0,COMPLETED,SOBOL,-112516.599623839007108472287654876709,-67,-48.21473444811999797821044921875,-52,2
19,1766937705,48,145c43e0-e998-40cb-9da7-1f746518ab20,1766937753,1766937760,7,./.tests/optimization_example  --int_param='-20' --float_param='-44.92434134706854820251' --choice_param='8' --int_param_two='-34' --nr_results=1,0,,c71,-20,-34,-44.924341347068555307942006038502,8,2102331,19_0,COMPLETED,SOBOL,-46418.118589386198436841368675231934,-20,-44.9243413470685482025146484375,-34,8
20,1766937795,8,145c43e0-e998-40cb-9da7-1f746518ab20,1766937804,1766937810,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='-100' --nr_results=1,0,,c147,-100,-100,-100,8,2102337,20_0,COMPLETED,BOTORCH_MODULAR,-330230.919999999983701854944229125977,-100,-100,-100,8
21,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
22,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
23,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
24,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
25,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
26,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
27,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
28,,,,,,,,,,,,,,,,20_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,8
29,1766937824,19,145c43e0-e998-40cb-9da7-1f746518ab20,1766937843,1766937849,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='16' --int_param_two='-100' --nr_results=1,0,,c147,-100,-100,-100,16,2102338,29_0,COMPLETED,BOTORCH_MODULAR,-331437.320000000006984919309616088867,-100,-100,-100,16
30,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
31,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
32,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
33,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
34,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
35,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
36,,,,,,,,,,,,,,,,29_0,ABANDONED,BOTORCH_MODULAR,,-100,-100,-100,16
37,1766937868,4,145c43e0-e998-40cb-9da7-1f746518ab20,1766937873,1766937879,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='1' --int_param_two='-100' --nr_results=1,0,,c147,-100,-100,-100,1,2102340,37_0,COMPLETED,BOTORCH_MODULAR,-330225.320000000006984919309616088867,-100,-100,-100,1
38,1766937868,35,145c43e0-e998-40cb-9da7-1f746518ab20,1766937903,1766937909,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,c136,-100,-100,-100,2,2102343,37_0,COMPLETED,BOTORCH_MODULAR,-330166.119999999995343387126922607422,-100,-100,-100,1
39,1766937868,35,145c43e0-e998-40cb-9da7-1f746518ab20,1766937904,1766937910,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,c147,-100,-100,-100,2,2102342,37_0,COMPLETED,BOTORCH_MODULAR,-330166.119999999995343387126922607422,-100,-100,-100,1
40,1766937868,5,145c43e0-e998-40cb-9da7-1f746518ab20,1766937874,1766937880,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,c64,-100,-100,-100,2,2102341,37_0,COMPLETED,BOTORCH_MODULAR,-330166.119999999995343387126922607422,-100,-100,-100,1
41,1766937930,26,145c43e0-e998-40cb-9da7-1f746518ab20,1766937957,1766937963,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,c133,-100,-100,-100,2,2102345,41_0,COMPLETED,BOTORCH_MODULAR,-330166.119999999995343387126922607422,-100,-100,-100,2
42,1766937930,73,145c43e0-e998-40cb-9da7-1f746518ab20,1766938004,1766938010,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-100' --nr_results=1,0,,c85,-100,-100,-100,2,2102346,41_0,COMPLETED,BOTORCH_MODULAR,-330166.119999999995343387126922607422,-100,-100,-100,2
43,1766938028,16,145c43e0-e998-40cb-9da7-1f746518ab20,1766938044,1766938050,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-100' --nr_results=1,0,,c151,-100,-100,-100,4,2102352,43_0,COMPLETED,BOTORCH_MODULAR,-330107.719999999972060322761535644531,-100,-100,-100,4
44,1766938055,8,145c43e0-e998-40cb-9da7-1f746518ab20,1766938064,1766938070,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,c154,-100,-100,-100,hallo,2102353,44_0,COMPLETED,BOTORCH_MODULAR,-330412.520000000018626451492309570312,-100,-100,-100,hallo


========================================================================

To cancel, press CTRL c, then run 'scancel 2102314'
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[WARNING 12-28 17:01:20] 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]`.
⠦ Importing rendering stuff...
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⠙ Importing helpers...
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⠋ Parsing arguments...
⠋ Importing torch...
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Run-UUID: fed85159-863c-4a82-be50-58e38d02e32b
  _________________________________________________
 /                                                 \
| OmniOpt2 - The Montana Sacra of optimization – on |
| ly the enlightened reach the peak.                |
 \                                                 /
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⠋ Writing worker creation log...
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 30 --num_parallel_jobs 20 --gpus=1 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 20 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠼ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=47 for live-results.

You have 1 CPUs available for the main process. Using CUDA device NVIDIA H100.
Generation strategy: SOBOL for 20 steps and then BOTORCH_MODULAR for 10 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=1
                                       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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
⠋ Write files and show overview
BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job                               : 100%|██████████| 30/30 [06:26<00:00, 12.87s/it]
                                                                             Best RESULT, min (total: 30)                                                                              
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ OO_Info_SLURM_JOB_ID ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -100.0            │ -100.0                │ -100.0              │ 16                   │ 2102338.0            │ -100      │ -100.0      │ -100          │ 16           │ -331437.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────┘
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│          30           │ 6.00 sec  │ 7.00 sec  │   6.07 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.769 │   20 │        0.238 │
│         2 │  13.517 │    1 │       13.517 │
│         3 │  10.879 │    1 │       10.879 │
│         4 │  13.540 │    4 │        3.385 │
│         5 │  11.359 │    2 │        5.680 │
│         6 │  14.424 │    1 │       14.424 │
│         7 │   0.626 │    1 │        0.626 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   9.873 │      │              │
│    Median │  11.359 │      │              │
│     Total │  69.114 │      │              │
│       Max │  14.424 │      │              │
│       Min │   0.626 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   5.276 │   20 │        0.264 │
│       2 │   0.411 │    1 │        0.411 │
│       3 │   0.427 │    1 │        0.427 │
│       4 │   1.233 │    4 │        0.308 │
│       5 │   0.794 │    2 │        0.397 │
│       6 │   0.428 │    1 │        0.428 │
│       7 │   0.434 │    1 │        0.434 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   1.286 │      │              │
│  Median │   0.434 │      │              │
│   Total │   9.003 │      │              │
│     Max │   5.276 │      │              │
│     Min │   0.411 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 17:01:27 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, Started OmniOpt2 run...
2025-12-28 17:01:28 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #1/20
2025-12-28 17:01:28 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #2/20
2025-12-28 17:01:28 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #3/20
2025-12-28 17:01:28 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #4/20
2025-12-28 17:01:28 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #5/20
2025-12-28 17:01:29 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #6/20
2025-12-28 17:01:29 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #7/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #8/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #9/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #10/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #11/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #12/20
2025-12-28 17:01:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #13/20
2025-12-28 17:01:31 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #14/20
2025-12-28 17:01:31 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #15/20
2025-12-28 17:01:31 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #16/20
2025-12-28 17:01:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #17/20
2025-12-28 17:01:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #18/20
2025-12-28 17:01:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #19/20
2025-12-28 17:01:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, getting new HP set #20/20
2025-12-28 17:01:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, requested 20 jobs, got 20, 0.24 s/job
2025-12-28 17:01:33 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #1/20 start                     
2025-12-28 17:01:33 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #2/20 start                     
2025-12-28 17:01:35 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #3/20 start                     
2025-12-28 17:01:35 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #4/20 start                     
2025-12-28 17:01:36 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #5/20 start                     
2025-12-28 17:01:38 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #6/20 start                     
2025-12-28 17:01:38 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #7/20 start                     
2025-12-28 17:01:38 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #8/20 start                     
2025-12-28 17:01:39 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #9/20 start                     
2025-12-28 17:01:39 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #10/20 start                    
2025-12-28 17:01:39 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #11/20 start                    
2025-12-28 17:01:40 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #12/20 start                    
2025-12-28 17:01:40 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #13/20 start                    
2025-12-28 17:01:40 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #14/20 start                    
2025-12-28 17:01:41 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #15/20 start                    
2025-12-28 17:01:41 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #16/20 start                    
2025-12-28 17:01:41 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #17/20 start                    
2025-12-28 17:01:42 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #18/20 start                    
2025-12-28 17:01:42 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #19/20 start                    
2025-12-28 17:01:43 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, eval #20/20 start                    
2025-12-28 17:01:44 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, starting new job                     
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 1 = ∑1/20, started new job   
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 1 = ∑1/20, starting new job  
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 2 = ∑2/20, started new job   
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 2 = ∑2/20, starting new job  
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 3 = ∑3/20, started new job   
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 3 = ∑3/20, starting new job  
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 4 = ∑4/20, started new job   
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 4 = ∑4/20, starting new job  
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 3 = ∑3/20, starting new job  
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 5 = ∑5/20, started new job   
2025-12-28 17:01:45 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 6 = ∑6/20, started new job   
2025-12-28 17:01:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 7 = ∑7/20, started new job   
2025-12-28 17:01:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 8 = ∑8/20, started new job   
2025-12-28 17:01:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 9 = ∑9/20, started new job   
2025-12-28 17:01:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 10 = ∑10/20, started new job 
2025-12-28 17:01:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 11 = ∑11/20, started new job 
2025-12-28 17:01:47 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 12 = ∑12/20, started new job 
2025-12-28 17:01:47 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 13 = ∑13/20, started new job 
2025-12-28 17:01:47 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 14 = ∑14/20, started new job 
2025-12-28 17:01:47 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 15 = ∑15/20, started new job 
2025-12-28 17:01:48 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 16 = ∑16/20, started new job 
2025-12-28 17:01:48 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 17 = ∑17/20, started new job 
2025-12-28 17:01:48 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 18 = ∑18/20, started new job 
2025-12-28 17:01:48 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 19 = ∑19/20, started new job 
2025-12-28 17:01:48 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, unknown 20 = ∑20/20, started new job 
2025-12-28 17:01:51 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, pending 20 = ∑20/20, waiting for 20 jobs
2025-12-28 17:01:59 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, running/pending 1/19 = ∑20/20, waiting for 20 jobs
2025-12-28 17:02:11 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, completed/pending 3/17 = ∑20/20, waiting for 20 jobs
2025-12-28 17:02:11 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, completed/pending 3/17 = ∑20/20, new result: RESULT: -97958.121009
2025-12-28 17:02:11 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, completed/pending 3/17 = ∑20/20, new result: RESULT: -176672.483511
2025-12-28 17:02:11 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, completed/pending 3/17 = ∑20/20, new result: RESULT: -160564.550689
2025-12-28 17:02:16 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 17 = ∑17/20, waiting for 20 jobs, finished 3 jobs
2025-12-28 17:02:16 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 17 = ∑17/20, waiting for 17 jobs                 
2025-12-28 17:02:30 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 17 = ∑17/20, new result: RESULT: -68464.583743   
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, waiting for 17 jobs, finished 1 job 
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, waiting for 16 jobs                 
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -92969.880386   
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -112516.599624  
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -43186.384845   
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -229209.080520  
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -8381.379316    
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -48720.943577   
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -51448.208622   
2025-12-28 17:02:32 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -176672.483511281, pending 16 = ∑16/20, new result: RESULT: -61741.322955   
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, waiting for 16 jobs, finished 8 jobs
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, waiting for 8 jobs                  
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -190916.778778  
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -46418.118589   
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -119767.005079  
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -197372.374467  
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -133110.558476  
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -81872.907579   
2025-12-28 17:02:46 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, completed/running 7/1 = ∑8/20, new result: RESULT: -186764.613037  
2025-12-28 17:02:58 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, running 1 = ∑1/20, waiting for 8 jobs, finished 7 jobs             
2025-12-28 17:02:58 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, running 1 = ∑1/20, waiting for 1 job                               
2025-12-28 17:02:58 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, running 1 = ∑1/20, new result: RESULT: -13388.114497               
2025-12-28 17:03:00 (145c43e0-e998-40cb-9da7-1f746518ab20): SOBOL, best RESULT: -229209.080519533, waiting for 1 job, finished 1 job                                  
2025-12-28 17:03:03 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, getting new HP set #1/10                                 
2025-12-28 17:03:03 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, getting new HP set #2/10                                 
2025-12-28 17:03:14 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, requested 10 jobs, got 1, 13.52 s/job                    
2025-12-28 17:03:14 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, eval #1/1 start                                          
2025-12-28 17:03:15 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, starting new job                                         
2025-12-28 17:03:15 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, unknown 1 = ∑1/20, started new job                       
2025-12-28 17:03:16 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, unknown 1 = ∑1/20, waiting for 1 job                     
2025-12-28 17:03:20 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, running 1 = ∑1/20, waiting for 1 job                     
2025-12-28 17:03:30 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -229209.080519533, running 1 = ∑1/20, new result: RESULT: -330230.920000    
2025-12-28 17:03:32 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, waiting for 1 job, finished 1 job                               
2025-12-28 17:03:35 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, getting new HP set #1/9                                         
2025-12-28 17:03:35 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, getting new HP set #2/9                                         
2025-12-28 17:03:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, requested 9 jobs, got 1, 10.88 s/job                            
2025-12-28 17:03:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, eval #1/1 start                                                 
2025-12-28 17:03:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, starting new job                                                
2025-12-28 17:03:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, unknown 1 = ∑1/20, started new job                              
2025-12-28 17:03:45 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, unknown 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:03:49 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, pending 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:04:05 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, running 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:04:10 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -330230.92, running 1 = ∑1/20, new result: RESULT: -331437.320000           
2025-12-28 17:04:12 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job                               
2025-12-28 17:04:14 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #1/8                                         
2025-12-28 17:04:14 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #2/8                                         
2025-12-28 17:04:15 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #3/8                                         
2025-12-28 17:04:18 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #4/8                                         
2025-12-28 17:04:20 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #5/8                                         
2025-12-28 17:04:25 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, requested 8 jobs, got 4, 3.39 s/job                             
2025-12-28 17:04:26 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #1/4 start                                                 
2025-12-28 17:04:27 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #2/4 start                                                 
2025-12-28 17:04:28 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #3/4 start                                                 
2025-12-28 17:04:28 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #4/4 start                                                 
2025-12-28 17:04:28 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, starting new job                                                
2025-12-28 17:04:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, started new job                              
2025-12-28 17:04:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 2 = ∑2/20, started new job                              
2025-12-28 17:04:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 3 = ∑3/20, started new job                              
2025-12-28 17:04:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending/unknown 2/1/1 = ∑4/20, started new job          
2025-12-28 17:04:30 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending/unknown 2/1/1 = ∑4/20, waiting for 4 jobs       
2025-12-28 17:04:39 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 2/2 = ∑4/20, new result: RESULT: -330225.320000 
2025-12-28 17:04:41 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 1/2 = ∑3/20, waiting for 4 jobs, finished 1 job 
2025-12-28 17:04:42 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 1/2 = ∑3/20, waiting for 3 jobs                 
2025-12-28 17:04:42 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 1/2 = ∑3/20, new result: RESULT: -330166.120000 
2025-12-28 17:04:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 2 = ∑2/20, waiting for 3 jobs, finished 1 job           
2025-12-28 17:04:44 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 2 = ∑2/20, waiting for 2 jobs                           
2025-12-28 17:05:10 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 2 = ∑2/20, new result: RESULT: -330166.120000           
2025-12-28 17:05:13 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, completed 1 = ∑1/20, waiting for 2 jobs, finished 1 job         
2025-12-28 17:05:13 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, completed 1 = ∑1/20, waiting for 1 job                          
2025-12-28 17:05:14 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, completed 1 = ∑1/20, new result: RESULT: -330166.120000         
2025-12-28 17:05:16 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job                               
2025-12-28 17:05:18 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #1/4                                         
2025-12-28 17:05:18 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #2/4                                         
2025-12-28 17:05:24 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #3/4                                         
2025-12-28 17:05:28 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, requested 4 jobs, got 2, 5.68 s/job                             
2025-12-28 17:05:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #1/2 start                                                 
2025-12-28 17:05:30 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #2/2 start                                                 
2025-12-28 17:05:30 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, starting new job                                                
2025-12-28 17:05:31 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, started new job                              
2025-12-28 17:05:31 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 2 = ∑2/20, started new job                              
2025-12-28 17:05:32 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 2 = ∑2/20, waiting for 2 jobs                           
2025-12-28 17:05:36 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 2 = ∑2/20, waiting for 2 jobs                           
2025-12-28 17:05:41 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 1/1 = ∑2/20, waiting for 2 jobs                 
2025-12-28 17:06:03 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running/pending 1/1 = ∑2/20, new result: RESULT: -330166.120000 
2025-12-28 17:06:05 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 1 = ∑1/20, waiting for 2 jobs, finished 1 job           
2025-12-28 17:06:06 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:06:50 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 1 = ∑1/20, new result: RESULT: -330166.120000           
2025-12-28 17:06:53 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job                               
2025-12-28 17:06:53 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #1/2                                         
2025-12-28 17:06:54 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set #2/2                                         
2025-12-28 17:07:07 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, requested 2 jobs, got 1, 14.42 s/job                            
2025-12-28 17:07:08 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #1/1 start                                                 
2025-12-28 17:07:08 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, starting new job                                                
2025-12-28 17:07:08 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, started new job                              
2025-12-28 17:07:09 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:07:10 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, pending 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:07:29 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:07:31 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running 1 = ∑1/20, new result: RESULT: -330107.720000           
2025-12-28 17:07:33 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job                               
2025-12-28 17:07:34 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, getting new HP set                                              
2025-12-28 17:07:34 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, requested 1 jobs, got 1, 0.63 s/job                             
2025-12-28 17:07:35 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, eval #1/1 start                                                 
2025-12-28 17:07:35 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, starting new job                                                
2025-12-28 17:07:35 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, started new job                              
2025-12-28 17:07:36 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, unknown 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:07:40 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running 1 = ∑1/20, waiting for 1 job                            
2025-12-28 17:07:51 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, running 1 = ∑1/20, new result: RESULT: -330412.520000           
2025-12-28 17:07:53 (145c43e0-e998-40cb-9da7-1f746518ab20): BOTORCH_MODULAR, best RESULT: -331437.32, waiting for 1 job, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   5.276 │   20 │        0.264 │
│       2 │   0.411 │    1 │        0.411 │
│       3 │   0.427 │    1 │        0.427 │
│       4 │   1.233 │    4 │        0.308 │
│       5 │   0.794 │    2 │        0.397 │
│       6 │   0.428 │    1 │        0.428 │
│       7 │   0.434 │    1 │        0.434 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   1.286 │      │              │
│  Median │   0.434 │      │              │
│   Total │   9.003 │      │              │
│     Max │   5.276 │      │              │
│     Min │   0.411 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.769 │   20 │        0.238 │
│         2 │  13.517 │    1 │       13.517 │
│         3 │  10.879 │    1 │       10.879 │
│         4 │  13.540 │    4 │        3.385 │
│         5 │  11.359 │    2 │        5.680 │
│         6 │  14.424 │    1 │       14.424 │
│         7 │   0.626 │    1 │        0.626 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   9.873 │      │              │
│    Median │  11.359 │      │              │
│     Total │  69.114 │      │              │
│       Max │  14.424 │      │              │
│       Min │   0.626 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	30
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/s3811141
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	None
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
disable_previous_job_constraint	False
workdir
occ_type	euclid
result_names	['RESULT=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
revert_to_random_when_seemingly_exhausted	False
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
username	None
max_failed_jobs	None
num_cpus_main_job	None
calculate_pareto_front_of_job	[]
show_generate_time_table	True
force_choice_for_ranges	False
max_abandoned_retrial	20
share_password	None
dryrun	False
db_url	None
run_program_once	None
worker_generator_path	None
save_to_database	False
range_max_difference	1000000
skip_search	False
dont_warm_start_refitting	False
refit_on_cv	False
fit_out_of_design	False
fit_abandoned	False
dont_jit_compile	False
num_restarts	20
raw_samples	1024
max_num_of_parallel_sruns	16
no_transform_inputs	False
no_normalize_y	False
transforms	[]
number_of_generators	1
num_parallel_jobs	20
worker_timeout	5
slurm_use_srun	False
time	60
partition	alpha
reservation	None
force_local_execution	False
slurm_signal_delay_s	0
nodes_per_job	1
cpus_per_task	1
account	None
gpus	1
dependency	None
run_mode	local
verbose	False
verbose_break_run_search_table	False
debug	False
flame_graph	False
memray	False
no_sleep	False
tests	False
show_worker_percentage_table_at_end	False
auto_exclude_defective_hosts	True
run_tests_that_fail_on_taurus	False
raise_in_eval	False
show_ram_every_n_seconds	0
show_generation_and_submission_sixel	False
just_return_defaults	False
prettyprint	False
runtime_debug	False
debug_stack_regex
debug_stack_trace_regex	None
show_func_name	False
beartype	False

1766937684.2338,20,0,0
1766937704.53,20,0,0
1766937704.9831,20,1,5
1766937705.1247,20,1,5
1766937705.1281,20,2,10
1766937705.379,20,2,10
1766937705.3822,20,3,15
1766937705.5132,20,3,15
1766937705.6658,20,4,20
1766937708.9817,20,4,20
1766937711.0619,20,20,100
1766937731.9959,20,20,100
1766937736.432,20,17,85
1766937753.3897,20,17,85
1766937766.104,20,2,10
1766937767.2292,20,2,10
1766937778.123,20,1,5
1766937780.8351,20,1,5
1766937783.6353,20,0,0
1766937795.139,20,0,0
1766937795.3155,20,1,5
1766937813.0086,20,1,5
1766937815.4236,20,0,0
1766937824.6788,20,0,0
1766937824.8589,20,1,5
1766937852.2265,20,1,5
1766937854.7245,20,0,0
1766937868.651,20,0,0
1766937868.9335,20,1,5
1766937872.762,20,1,5
1766937873.3314,20,4,20
1766937882.6361,20,4,20
1766937884.6448,20,2,10
1766937913.9832,20,2,10
1766937914.0499,20,0,0
1766937930.6631,20,0,0
1766937931.0109,20,1,5
1766937934.9798,20,1,5
1766937935.5514,20,2,10
1766937974.9397,20,2,10
1766937975.51,20,1,5
1766938014.5071,20,1,5
1766938016.0846,20,0,0
1766938028.367,20,0,0
1766938028.555,20,1,5
1766938051.2571,20,1,5
1766938053.4021,20,0,0
1766938055.2708,20,0,0
1766938055.4506,20,1,5
1766938073.5398,20,1,5
1766938076.0369,20,0,0

`RESULT` (goal: minimize)

Best value: -331437.32
Achieved at:
- run_time = 6
- OO_Info_int_param = -100
- OO_Info_int_param_two = -100
- OO_Info_float_param = -100
- OO_Info_choice_param = 16
- int_param = -100
- float_param = -100
- int_param_two = -100
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.0667	0.2494	30
OO_Info_int_param	-100	7	-64.0333	36.3946	30
OO_Info_int_param_two	-100	9	-63	37.4175	30
OO_Info_float_param	-100	6.2394	-63.4283	35.8593	30
OO_Info_choice_param	No numerical statistics available
RESULT	-331437.32	-8381.3793	-180822.947	117969.8866	30
int_param	-100	7	-76.0222	34.2127	45
float_param	-100	6.2394	-75.6188	33.9777	45
int_param_two	-100	9	-75.3333	35.1795	45
choice_param	No numerical statistics available

submitit INFO (2025-12-28 17:01:59,839) - Starting with JobEnvironment(job_id=2102316, hostname=c137, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:01:59,839) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/2102316/2102316_submitted.pkl
Trial-Index: 10

Parameters: {"int_param": -50, "float_param": -64.25402588211, "int_param_two": -38, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-50' --float_param='-64.25402588210999965668' --choice_param='16' --int_param_two='-38' --nr_results=1
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2102316
Status-Change-Time: 1751868744.0086284
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1766937573.625495
Last modification: 1751868744.0086284
Hostname: c137
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-50' --float_param='-64.25402588210999965668' --choice_param='16' --int_param_two='-38' --nr_results=1
stdout:
 OO-Info: int_param: -50
OO-Info: int_param_two: -38
OO-Info: float_param: -64.25402588210999965668
OO-Info: choice_param: 16
RESULT: -97958.1210087996

stderr was empty
Result: {'RESULT': -97958.1210087996}
Final-results: {'RESULT': -97958.1210087996}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:02:09,429) - Job completed successfully
submitit INFO (2025-12-28 17:02:09,431) - Exiting after successful completion