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

Job Summary per Generation Node

Generation Node	Total	COMPLETED	RUNNING
SOBOL	20	13	7

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	13	7	20

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -235659.523588

Git-Version

Commit: d8594cc1da4638a45f8a74216f94cd20758de749 (8854-2-gd8594cc1d)

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
0,1761292092,24,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292117,1761292123,6,./.tests/optimization_example  --int_param='-74' --float_param='-21.87959194183349609375' --choice_param='2' --int_param_two='-12' --nr_results=1,0,,c143,-74,-12,-21.87959194183349609375,2,1157331,0_0,COMPLETED,SOBOL,-72839.644629594797152094542980194092,-74,-21.87959194183349609375,-12,2
1,1761292092,22,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292115,1761292121,6,./.tests/optimization_example  --int_param='-28' --float_param='-87.04432580620050430298' --choice_param='1' --int_param_two='-46' --nr_results=1,0,,c140,-28,-46,-87.044325806200490092123800422996,1,1157332,1_0,COMPLETED,SOBOL,-121536.099131180002586916089057922363,-28,-87.044325806200504302978515625,-46,1
2,1761292093,25,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292120,1761292126,6,./.tests/optimization_example  --int_param='-14' --float_param='5.45710626989603042603' --choice_param='4' --int_param_two='-91' --nr_results=1,0,,c140,-14,-91,5.457106269896030426025390625,4,1157333,2_0,COMPLETED,SOBOL,-95055.009461419802391901612281799316,-14,5.457106269896030426025390625,-91,4
3,1761292093,25,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292119,1761292125,6,./.tests/optimization_example  --int_param='-59' --float_param='-59.38595656305551528931' --choice_param='16' --int_param_two='-28' --nr_results=1,0,,c140,-59,-28,-59.385956563055522394733998226002,16,1157334,3_0,COMPLETED,SOBOL,-94688.434025396694778464734554290771,-59,-59.385956563055515289306640625,-28,16
4,1761292093,37,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292131,1761292137,6,./.tests/optimization_example  --int_param='-52' --float_param='-11.08214073814451694489' --choice_param='1' --int_param_two='-82' --nr_results=1,0,,c139,-52,-82,-11.082140738144515168528414506,1,1157335,4_0,COMPLETED,SOBOL,-110340.072507214994402602314949035645,-52,-11.08214073814451694488525390625,-82,1
5,1761292095,35,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292130,1761292137,7,./.tests/optimization_example  --int_param='7' --float_param='-56.58843503333628177643' --choice_param='4' --int_param_two='-34' --nr_results=1,0,,c139,7,-34,-56.58843503333628177642822265625,4,1157336,5_0,COMPLETED,SOBOL,-53037.873298554797656834125518798828,7,-56.58843503333628177642822265625,-34,4
6,1761292095,39,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292136,1761292142,6,./.tests/optimization_example  --int_param='-35' --float_param='-38.85598325170576572418' --choice_param='1' --int_param_two='5' --nr_results=1,0,,c139,-35,5,-38.85598325170576572418212890625,1,1157337,6_0,COMPLETED,SOBOL,-35712.792669738999393302947282791138,-35,-38.85598325170576572418212890625,5,1
7,1761292096,38,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292135,1761292141,6,./.tests/optimization_example  --int_param='-94' --float_param='-83.82623688317835330963' --choice_param='16' --int_param_two='-71' --nr_results=1,0,,c139,-94,-71,-83.82623688317835330963134765625,16,1157338,7_0,COMPLETED,SOBOL,-235659.523588265001308172941207885742,-94,-83.82623688317835330963134765625,-71,16
8,1761292096,38,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292136,1761292142,6,./.tests/optimization_example  --int_param='-90' --float_param='-1.27047140151262283325' --choice_param='8' --int_param_two='-77' --nr_results=1,0,,c138,-90,-77,-1.270471401512622833251953125,8,1157339,8_0,COMPLETED,SOBOL,-157592.508115972013911232352256774902,-90,-1.270471401512622833251953125,-77,8
9,1761292097,37,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292138,1761292144,6,./.tests/optimization_example  --int_param='-45' --float_param='-66.40849690884351730347' --choice_param='16' --int_param_two='-42' --nr_results=1,0,,c138,-45,-42,-66.408496908843517303466796875,16,1157340,9_0,COMPLETED,SOBOL,-99285.454307803200208581984043121338,-45,-66.408496908843517303466796875,-42,16
10,1761292097,37,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292135,1761292141,6,./.tests/optimization_example  --int_param='-3' --float_param='-28.92935860902070999146' --choice_param='1' --int_param_two='2' --nr_results=1,0,,c138,-3,2,-28.929358609020706438741399324499,1,1157341,10_0,COMPLETED,SOBOL,-12624.933756195299793034791946411133,-3,-28.929358609020709991455078125,2,1
11,1761292097,37,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292137,1761292143,6,./.tests/optimization_example  --int_param='-48' --float_param='-93.74446939677000045776' --choice_param='4' --int_param_two='-60' --nr_results=1,0,,c138,-48,-60,-93.744469396770000457763671875,4,1157342,11_0,COMPLETED,SOBOL,-167530.422364495985675603151321411133,-48,-93.744469396770000457763671875,-60,4
12,1761292098,38,ee5d3efa-1aa0-4078-8765-2f1405546efb,1761292137,1761292144,7,./.tests/optimization_example  --int_param='-69' --float_param='-31.72615052200853824615' --choice_param='4' --int_param_two='-9' --nr_results=1,0,,c143,-69,-9,-31.726150522008534693441106355749,4,1157343,12_0,COMPLETED,SOBOL,-70486.6213216523028677329421043396,-69,-31.72615052200853824615478515625,-9,4
13,,,,,,,,,,,,,,,,13_0,RUNNING,SOBOL,,-10,-77.20616140402853488922119140625,-58,hallo
14,,,,,,,,,,,,,,,,14_0,RUNNING,SOBOL,,-24,-4.48928625322878360748291015625,-97,hallo
15,,,,,,,,,,,,,,,,15_0,RUNNING,SOBOL,,-83,-49.43117150105535984039306640625,-20,1
16,,,,,,,,,,,,,,,,16_0,RUNNING,SOBOL,,-86,-8.69626943953335285186767578125,-41,16
17,,,,,,,,,,,,,,,,17_0,RUNNING,SOBOL,,-20,-45.17888364382088184356689453125,-75,4
18,,,,,,,,,,,,,,,,18_0,RUNNING,SOBOL,,-6,-36.03236650116741657257080078125,-65,8
19,,,,,,,,,,,,,,,,19_0,RUNNING,SOBOL,,-71,-72.83785608597099781036376953125,-2,hallo

To cancel, press CTRL c, then run 'scancel 1157329'
⠋ Importing logging...
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⠹ Importing helpers...
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⠦ Importing torch...
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[WARNING 10-24 09:48:00] 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 ax...
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Run-UUID: 282a59e8-1db6-48e0-80c2-020d0d8ad060
  _____              _  _____             ______  
 / ___ \            (_)/ ___ \       _   (_____ \ 
| |   | |____  ____  _| |   | |____ | |_   ____) )
| |   | |    \|  _ \| | |   | |  _ \|  _) /_____/ 
| |___| | | | | | | | | |___| | | | | |__ _______ 
 \_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
                              |_|                 

⠋ 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 --show_generate_time_table
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /data/horse/ws/s3811141-oo_crap/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: /data/horse/ws/s3811141-oo_crap/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...
⠋ Setting global generation strategy
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=0 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
SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), waiting for 15 jobs, finished 1 job              :  43%|████░░░░░░| 13/30 [01:00<02:13,  7.87s/it]

2025-10-24 09:48:11 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, Started OmniOpt2 run...
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, getting new HP set     
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, eval #1/1 start                    
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, starting new job                   
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 1∑1 (5%/20), started new job
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 1∑1 (5%/20), getting new HP set
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 1∑1 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 1∑1 (5%/20), eval #1/1 start                    
2025-10-24 09:48:12 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 1∑1 (5%/20), starting new job                   
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 2∑2 (5%/20), started new job                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 2∑2 (5%/20), getting new HP set                 
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 2∑2 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 2∑2 (5%/20), eval #1/1 start                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 2∑2 (5%/20), starting new job                   
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 3∑3 (5%/20), started new job                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 3∑3 (5%/20), getting new HP set                 
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 3∑3 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 3∑3 (5%/20), eval #1/1 start                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 3∑3 (5%/20), starting new job                   
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 4∑4 (5%/20), started new job                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 4∑4 (5%/20), getting new HP set                 
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 4∑4 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 4∑4 (5%/20), eval #1/1 start                    
2025-10-24 09:48:13 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, unknown 4∑4 (5%/20), starting new job                   
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/1∑5 (5%/20), started new job          
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/1∑5 (5%/20), getting new HP set       
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/1∑5 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/1∑5 (5%/20), eval #1/1 start                    
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/1∑5 (5%/20), starting new job                   
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/2∑6 (5%/20), started new job                    
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/2∑6 (5%/20), getting new HP set                 
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/2∑6 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/2∑6 (5%/20), eval #1/1 start                    
2025-10-24 09:48:15 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/2∑6 (5%/20), starting new job                   
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/3∑7 (5%/20), started new job                    
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/3∑7 (5%/20), getting new HP set                 
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/3∑7 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/3∑7 (5%/20), eval #1/1 start                    
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/3∑7 (5%/20), starting new job                   
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/4∑8 (5%/20), started new job                    
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/4∑8 (5%/20), getting new HP set                 
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/4∑8 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/4∑8 (5%/20), eval #1/1 start                    
2025-10-24 09:48:16 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/4∑8 (5%/20), starting new job                   
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/5∑9 (5%/20), started new job                    
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/5∑9 (5%/20), getting new HP set                 
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/5∑9 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/5∑9 (5%/20), eval #1/1 start                    
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/5∑9 (5%/20), starting new job                   
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/6∑10 (5%/20), started new job                   
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/6∑10 (5%/20), getting new HP set                
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/6∑10 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/6∑10 (5%/20), eval #1/1 start                    
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/6∑10 (5%/20), starting new job                   
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/7∑11 (5%/20), started new job                    
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/7∑11 (5%/20), getting new HP set                 
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/7∑11 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/7∑11 (5%/20), eval #1/1 start                    
2025-10-24 09:48:17 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/7∑11 (5%/20), starting new job                   
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/8∑12 (5%/20), started new job                    
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/8∑12 (5%/20), getting new HP set                 
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/8∑12 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/8∑12 (5%/20), eval #1/1 start                    
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/8∑12 (5%/20), starting new job                   
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/9∑13 (5%/20), started new job                    
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/9∑13 (5%/20), getting new HP set                 
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/9∑13 (5%/20), requested 1 jobs, got 1, 0.01 s/job
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/9∑13 (5%/20), eval #1/1 start                    
2025-10-24 09:48:18 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 4/9∑13 (5%/20), starting new job                   
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 14∑14 (5%/20), started new job                             
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 14∑14 (5%/20), getting new HP set                          
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 14∑14 (5%/20), requested 1 jobs, got 1, 0.01 s/job         
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 14∑14 (5%/20), eval #1/1 start                             
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 14∑14 (5%/20), starting new job                            
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/1∑15 (5%/20), started new job                   
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/1∑15 (5%/20), getting new HP set                
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/1∑15 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/1∑15 (5%/20), eval #1/1 start                    
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/1∑15 (5%/20), starting new job                   
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/2∑16 (5%/20), started new job                    
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/2∑16 (5%/20), getting new HP set                 
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/2∑16 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/2∑16 (5%/20), eval #1/1 start                    
2025-10-24 09:48:20 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/2∑16 (5%/20), starting new job                   
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/3∑17 (5%/20), started new job                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/3∑17 (5%/20), getting new HP set                 
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/3∑17 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/3∑17 (5%/20), eval #1/1 start                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/3∑17 (5%/20), starting new job                   
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/4∑18 (5%/20), started new job                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/4∑18 (5%/20), getting new HP set                 
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/4∑18 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/4∑18 (5%/20), eval #1/1 start                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/4∑18 (5%/20), starting new job                   
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/5∑19 (5%/20), started new job                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/5∑19 (5%/20), getting new HP set                 
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/5∑19 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/5∑19 (5%/20), eval #1/1 start                    
2025-10-24 09:48:21 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/5∑19 (5%/20), starting new job                   
2025-10-24 09:48:22 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/6∑20 (5%/20), started new job                    
2025-10-24 09:48:23 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending/unknown 14/6∑20 (5%/20), waiting for 20 jobs                
2025-10-24 09:48:24 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 20∑20 (5%/20), waiting for 20 jobs                          
2025-10-24 09:48:28 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, pending 20∑20 (100%/20), waiting for 20 jobs                        
2025-10-24 09:48:35 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, running/pending 12/8∑20 (100%/20), waiting for 20 jobs              
2025-10-24 09:48:41 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, running/pending 12/8∑20 (100%/20), new result: RESULT: -121536.099131
2025-10-24 09:48:45 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 11/8∑19 (100%/20), waiting for 20 jobs, finished 1 job
2025-10-24 09:48:45 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 11/8∑19 (100%/20), waiting for 19 jobs                
2025-10-24 09:48:45 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 11/8∑19 (100%/20), new result: RESULT: -72839.644630  
2025-10-24 09:48:46 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 11/8∑19 (100%/20), new result: RESULT: -94688.434025  
2025-10-24 09:48:49 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, completed/running/pending 1/8/8∑17 (100%/20), waiting for 19 jobs, finished 2 jobs
2025-10-24 09:48:49 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, completed/running/pending 1/8/8∑17 (100%/20), waiting for 17 jobs                 
2025-10-24 09:48:50 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, completed/running/pending 1/8/8∑17 (100%/20), new result: RESULT: -95055.009461   
2025-10-24 09:48:53 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 8/8∑16 (100%/20), waiting for 17 jobs, finished 1 job             
2025-10-24 09:48:53 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 8/8∑16 (100%/20), waiting for 16 jobs                             
2025-10-24 09:48:57 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 8/8∑16 (100%/20), new result: RESULT: -53037.873299               
2025-10-24 09:49:00 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 7/8∑15 (80%/20), waiting for 16 jobs, finished 1 job              
2025-10-24 09:49:00 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 7/8∑15 (80%/20), waiting for 15 jobs                              
2025-10-24 09:49:01 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 7/8∑15 (80%/20), new result: RESULT: -110340.072507               
2025-10-24 09:49:04 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), waiting for 15 jobs, finished 1 job              
2025-10-24 09:49:04 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), waiting for 14 jobs                              
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -167530.422364               
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -35712.792670                
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -157592.508116               
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -70486.621322                
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -99285.454308                
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -12624.933756                
2025-10-24 09:49:05 (ee5d3efa-1aa0-4078-8765-2f1405546efb): SOBOL, best RESULT: -121536.09913118, running/pending 6/8∑14 (80%/20), new result: RESULT: -235659.523588

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	False
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	False
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

1761292085.9493,20,0,0
1761292088.8351,20,0,0
1761292092.729,20,1,5
1761292102.2546,20,1,5
1761292122.0715,20,20,100
1761292137.4669,20,20,100
1761292141.064,20,16,80
1761292145.4311,20,16,80

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1761292086,805.75390625,6.3

`RESULT` (goal: minimize)

Best value: -235659.52358827
Achieved at:
- run_time = 6
- OO_Info_int_param = -94
- OO_Info_int_param_two = -71
- OO_Info_float_param = -83.826236883178
- OO_Info_choice_param = 16
- int_param = -94
- float_param = -83.826236883178
- int_param_two = -71
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.1538	0.3608	13
OO_Info_int_param	-94	7	-46.4615	30.2391	13
OO_Info_int_param_two	-91	5	-41.9231	31.3797	13
OO_Info_float_param	-93.7445	5.4571	-44.2527	31.6943	13
OO_Info_choice_param	1	16	6	5.7912	13
RESULT	-235659.5236	-12624.9338	-102029.953	57131.7654	13
int_param	-94	7	-45.2	31.2468	20
float_param	-93.7445	5.4571	-43.4578	29.9082	20
int_param_two	-97	5	-45.15	31.2942	20
choice_param	No numerical statistics available

submitit INFO (2025-10-24 09:48:34,198) - Starting with JobEnvironment(job_id=1157331, hostname=c143, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-24 09:48:34,200) - Loading pickle: /data/horse/ws/s3811141-oo_crap/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/1157331/1157331_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -74, "float_param": -21.879591941833496, "int_param_two": -12, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-74' --float_param='-21.87959194183349609375' --choice_param='2' --int_param_two='-12' --nr_results=1
pwd: /data/horse/ws/s3811141-oo_crap/omniopt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 1157331
Status-Change-Time: 1755346813.0
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1761292117.0
Last modification: 1755343211.0
Hostname: c143
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-74' --float_param='-21.87959194183349609375' --choice_param='2' --int_param_two='-12' --nr_results=1
stdout:
 OO-Info: int_param: -74
OO-Info: int_param_two: -12
OO-Info: float_param: -21.87959194183349609375
OO-Info: choice_param: 2
RESULT: -72839.6446295948

stderr was empty
Result: {'RESULT': -72839.6446295948}
Final-results: {'RESULT': -72839.6446295948}
EXIT_CODE: 0
submitit INFO (2025-10-24 09:48:44,040) - Job completed successfully
submitit INFO (2025-10-24 09:48:44,056) - Exiting after successful completion