OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	500
Number random steps	20
Nr. of workers (parameter)	1

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	20	20
BOTORCH_MODULAR	20	20

Formula

\[f(a,b) = \underbrace{a}{\substack{[-1.0,\, 1.0] \in \mathbb{R} \\ \text{continuous}}} - \underbrace{b}{\substack{[-1.0,\, 1.0] \in \mathbb{R} \\ \text{continuous}}}\]

Source

f(a,b) = a - b

ASCII rendering

a - b

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
a	range	-1000	1000	float	No
b	range	-1000	1000	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	40	0	40

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: a4dcaccab0930450937d7d4d382f65572a51addd (9970-22-ga4dcaccab)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,a,b
0,1788803896,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803900,1788803906,6,OMNIOPT_PARAM_a=-319.31966543197631835938 OMNIOPT_PARAM_b=777.793407440185546875 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,0_0,COMPLETED,SOBOL,-1097.113072872200064011849462985992,-319.319665431976318359375,777.793407440185546875
1,1788803913,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803916,1788803922,6,OMNIOPT_PARAM_a=679.73500490188598632812 OMNIOPT_PARAM_b=-658.38095732033252716064 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,1_0,COMPLETED,SOBOL,1338.115962222200096221058629453182,679.735004901885986328125,-658.38095732033252716064453125
2,1788803924,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803927,1788803933,6,OMNIOPT_PARAM_a=273.58119189739227294922 OMNIOPT_PARAM_b=63.40779736638069152832 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,2_0,COMPLETED,SOBOL,210.173394531000013785160263068974,273.58119189739227294921875,63.4077973663806915283203125
3,1788803936,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803939,1788803945,6,OMNIOPT_PARAM_a=-725.4119571298360824585 OMNIOPT_PARAM_b=-498.74390289187431335449 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,3_0,COMPLETED,SOBOL,-226.66805423799999630318779964,-725.41195712983608245849609375,-498.7439028918743133544921875
4,1788803947,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803950,1788803956,6,OMNIOPT_PARAM_a=-783.50231051445007324219 OMNIOPT_PARAM_b=278.11502851545810699463 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,4_0,COMPLETED,SOBOL,-1061.617339029899994784500449895859,-783.5023105144500732421875,278.11502851545810699462890625
5,1788803959,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803963,1788803969,6,OMNIOPT_PARAM_a=215.5518922954797744751 OMNIOPT_PARAM_b=-158.75790081918239593506 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,5_0,COMPLETED,SOBOL,374.309793114700028127117548137903,215.55189229547977447509765625,-158.75790081918239593505859375
6,1788803978,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803982,1788803988,6,OMNIOPT_PARAM_a=871.64493836462497711182 OMNIOPT_PARAM_b=562.81293928623199462891 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,6_0,COMPLETED,SOBOL,308.831999078399974223430035635829,871.64493836462497711181640625,562.81293928623199462890625
7,1788803993,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788803996,1788804002,6,OMNIOPT_PARAM_a=-127.34870612621307373047 OMNIOPT_PARAM_b=-998.08229506015777587891 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,7_0,COMPLETED,SOBOL,870.733588933900023221212904900312,-127.34870612621307373046875,-998.08229506015777587890625
8,1788804007,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804010,1788804016,6,OMNIOPT_PARAM_a=-124.89395402371883392334 OMNIOPT_PARAM_b=162.62541525065898895264 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,8_0,COMPLETED,SOBOL,-287.519369274399991809332277625799,-124.89395402371883392333984375,162.62541525065898895263671875
9,1788804022,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804025,1788804031,6,OMNIOPT_PARAM_a=876.05279684066772460938 OMNIOPT_PARAM_b=-274.27683956921100616455 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,9_0,COMPLETED,SOBOL,1150.329636409900103899417445063591,876.052796840667724609375,-274.27683956921100616455078125
10,1788804035,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804038,1788804045,7,OMNIOPT_PARAM_a=32.44833648204803466797 OMNIOPT_PARAM_b=994.26031485199928283691 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,10_0,COMPLETED,SOBOL,-961.811978370000019822327885776758,32.44833648204803466796875,994.2603148519992828369140625
11,1788804048,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804051,1788804057,6,OMNIOPT_PARAM_a=-968.55897270143032073975 OMNIOPT_PARAM_b=-566.6661523282527923584 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,11_0,COMPLETED,SOBOL,-401.892820373199981531797675415874,-968.55897270143032073974609375,-566.6661523282527923583984375
12,1788804067,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804070,1788804076,6,OMNIOPT_PARAM_a=-526.67960524559020996094 OMNIOPT_PARAM_b=662.32571937143802642822 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,12_0,COMPLETED,SOBOL,-1189.005324617000042053405195474625,-526.6796052455902099609375,662.32571937143802642822265625
13,1788804081,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804086,1788804092,6,OMNIOPT_PARAM_a=474.26668740808963775635 OMNIOPT_PARAM_b=-773.81884120404720306396 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,13_0,COMPLETED,SOBOL,1248.085528612100006284890696406364,474.26668740808963775634765625,-773.81884120404720306396484375
14,1788804102,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804106,1788804112,6,OMNIOPT_PARAM_a=567.93197430670261383057 OMNIOPT_PARAM_b=494.7531223297119140625 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,14_0,COMPLETED,SOBOL,73.178851976999993667050148360431,567.93197430670261383056640625,494.7531223297119140625
15,1788804118,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804121,1788804127,6,OMNIOPT_PARAM_a=-433.07583034038543701172 OMNIOPT_PARAM_b=-67.36686825752258300781 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,15_0,COMPLETED,SOBOL,-365.70896208289997275642235763371,-433.07583034038543701171875,-67.3668682575225830078125
16,1788804135,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804138,1788804144,6,OMNIOPT_PARAM_a=-481.2727496027946472168 OMNIOPT_PARAM_b=434.18266624212265014648 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,16_0,COMPLETED,SOBOL,-915.45541584490001696394756436348,-481.272749602794647216796875,434.182666242122650146484375
17,1788804152,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804156,1788804162,6,OMNIOPT_PARAM_a=517.71944947540760040283 OMNIOPT_PARAM_b=-2.68984586000442504883 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,17_0,COMPLETED,SOBOL,520.409295335399974646861664950848,517.71944947540760040283203125,-2.689845860004425048828125
18,1788804169,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804173,1788804179,6,OMNIOPT_PARAM_a=423.87704737484455108643 OMNIOPT_PARAM_b=718.75868923962116241455 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,18_0,COMPLETED,SOBOL,-294.881641864799973973276792094111,423.87704737484455108642578125,718.75868923962116241455078125
19,1788804188,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804192,1788804198,6,OMNIOPT_PARAM_a=-575.1766636967658996582 OMNIOPT_PARAM_b=-842.13648550212383270264 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,19_0,COMPLETED,SOBOL,266.959821805399997174390591681004,-575.176663696765899658203125,-842.13648550212383270263671875
20,1788804207,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804212,1788804218,6,OMNIOPT_PARAM_a=-1000 OMNIOPT_PARAM_b=1000 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,20_0,COMPLETED,BOTORCH_MODULAR,-2000,-1000,1000
21,1788804248,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804252,1788804258,6,OMNIOPT_PARAM_a=446.14136219024658203125 OMNIOPT_PARAM_b=-151.33005380630493164062 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,21_0,COMPLETED,BOTORCH_MODULAR,597.471415996599944264744408428669,446.14136219024658203125,-151.330053806304931640625
22,1788804300,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804305,1788804312,7,OMNIOPT_PARAM_a=-141.88782684504985809326 OMNIOPT_PARAM_b=962.40524761378765106201 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,22_0,COMPLETED,BOTORCH_MODULAR,-1104.293074458799992498825304210186,-141.88782684504985809326171875,962.40524761378765106201171875
23,1788804348,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804353,1788804359,6,OMNIOPT_PARAM_a=-884.57927666604518890381 OMNIOPT_PARAM_b=-849.67642650008201599121 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,23_0,COMPLETED,BOTORCH_MODULAR,-34.902850166000000342592102242634,-884.57927666604518890380859375,-849.6764265000820159912109375
24,1788804398,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804403,1788804409,6,OMNIOPT_PARAM_a=703.48129421472549438477 OMNIOPT_PARAM_b=36.52604855597019195557 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,24_0,COMPLETED,BOTORCH_MODULAR,666.955245658799981356423813849688,703.481294214725494384765625,36.52604855597019195556640625
25,1788804449,5,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804454,1788804460,6,OMNIOPT_PARAM_a=798.84301684796810150146 OMNIOPT_PARAM_b=-743.49835515022277832031 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,25_0,COMPLETED,BOTORCH_MODULAR,1542.341371998199974768795073032379,798.84301684796810150146484375,-743.4983551502227783203125
26,1788804481,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804485,1788804491,6,OMNIOPT_PARAM_a=-999.99999999999988631316 OMNIOPT_PARAM_b=1000 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,26_0,COMPLETED,BOTORCH_MODULAR,-2000,-999.99999999999988631316227838397,1000
27,1788804519,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804523,1788804529,6,OMNIOPT_PARAM_a=-605.04781827330589294434 OMNIOPT_PARAM_b=431.76710419356822967529 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,27_0,COMPLETED,BOTORCH_MODULAR,-1036.814922466900043218629434704781,-605.0478182733058929443359375,431.76710419356822967529296875
28,1788804558,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804562,1788804568,6,OMNIOPT_PARAM_a=-362.38687112927436828613 OMNIOPT_PARAM_b=-255.55596873164176940918 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,28_0,COMPLETED,BOTORCH_MODULAR,-106.830902397599999176236451603472,-362.3868711292743682861328125,-255.5559687316417694091796875
29,1788804597,4,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804601,1788804607,6,OMNIOPT_PARAM_a=41.53364710509777069092 OMNIOPT_PARAM_b=569.11827065050601959229 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,29_0,COMPLETED,BOTORCH_MODULAR,-527.584623545399949762213509529829,41.53364710509777069091796875,569.11827065050601959228515625
30,1788804635,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804638,1788804644,6,OMNIOPT_PARAM_a=233.99396613240242004395 OMNIOPT_PARAM_b=-877.58737988770008087158 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,30_0,COMPLETED,BOTORCH_MODULAR,1111.581346020099999805097468197346,233.9939661324024200439453125,-877.58737988770008087158203125
31,1788804669,2,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804671,1788804677,6,OMNIOPT_PARAM_a=-427.78917588293552398682 OMNIOPT_PARAM_b=189.27291035652160644531 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,31_0,COMPLETED,BOTORCH_MODULAR,-617.062086239499990369949955493212,-427.78917588293552398681640625,189.2729103565216064453125
32,1788804696,2,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804698,1788804704,6,OMNIOPT_PARAM_a=-670.44998891651630401611 OMNIOPT_PARAM_b=-123.29702638089656829834 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,32_0,COMPLETED,BOTORCH_MODULAR,-547.152962535599954208009876310825,-670.44998891651630401611328125,-123.29702638089656829833984375
33,1788804724,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804727,1788804733,6,OMNIOPT_PARAM_a=991.3032315671443939209 OMNIOPT_PARAM_b=809.7804374992847442627 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,33_0,COMPLETED,BOTORCH_MODULAR,181.522794067900008485594298690557,991.3032315671443939208984375,809.7804374992847442626953125
34,1788804758,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804761,1788804767,6,OMNIOPT_PARAM_a=520.77746577560901641846 OMNIOPT_PARAM_b=-469.75566633045673370361 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,34_0,COMPLETED,BOTORCH_MODULAR,990.533132106099969860224518924952,520.77746577560901641845703125,-469.75566633045673370361328125
35,1788804791,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804794,1788804800,6,OMNIOPT_PARAM_a=-825.03105700016021728516 OMNIOPT_PARAM_b=658.63476693630218505859 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,35_0,COMPLETED,BOTORCH_MODULAR,-1483.665823936499919000198133289814,-825.03105700016021728515625,658.63476693630218505859375
36,1788804824,2,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804826,1788804832,6,OMNIOPT_PARAM_a=-82.3397114872932434082 OMNIOPT_PARAM_b=-529.17656861245632171631 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,36_0,COMPLETED,BOTORCH_MODULAR,446.836857125200026530364993959665,-82.339711487293243408203125,-529.17656861245632171630859375
37,1788804852,2,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804854,1788804860,6,OMNIOPT_PARAM_a=263.43769766390323638916 OMNIOPT_PARAM_b=342.37265959382057189941 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,37_0,COMPLETED,BOTORCH_MODULAR,-78.934961929899998267501359805465,263.43769766390323638916015625,342.3726595938205718994140625
38,1788804889,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804892,1788804898,6,OMNIOPT_PARAM_a=351.68327391147613525391 OMNIOPT_PARAM_b=-583.19248631596565246582 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,38_0,COMPLETED,BOTORCH_MODULAR,934.875760227399950963445007801056,351.68327391147613525390625,-583.1924863159656524658203125
39,1788804926,3,bd4aae1c-d89f-4511-bb3f-a599dc2828ae,1788804929,1788804935,6,OMNIOPT_PARAM_a=-48.39291982352733612061 OMNIOPT_PARAM_b=271.7549670487642288208 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py,0,,norman-20fms48v00,39_0,COMPLETED,BOTORCH_MODULAR,-320.14788687229156494140625,-48.39291982352733612060546875,271.75496704876422882080078125

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	500
run_program	[['OMNIOPT_PARAM_a=%a', 'OMNIOPT_PARAM_b=%b', '/home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python',
	'/home/norman/repos/OmniOpt/runs/a/2/run_with_formula.py']]
experiment_name	a
mem_gb	10
parameter	[['a', 'range', '-1000', '1000', 'float', 'false'], ['b', 'range', '-1000', '1000', 'float', 'false']]
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
wait_until_ended	False
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/norman
exclude	None
main_process_gb	8
max_nr_of_zero_results	50
abbreviate_job_names	False
orchestrator_file	None
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
local_cpu_monitor	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	True
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
optuna_sampler	None
optuna_pruner	none
optuna_n_startup_trials	10
optuna_multivariate	False
optuna_group	False
optuna_constraints	False
optuna_n_ei_candidates	0
optuna_storage	None
optuna_study_name	omniopt_study
optuna_no_load_if_exists	False
optuna_extra_iters	1
username	None
max_failed_jobs	0
num_cpus_main_job	None
calculate_pareto_front_of_job	[]
show_generate_time_table	False
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
nr_evals_per_arm	1
dump_config	None
formula	f(a,b) = a - b
formula_mode	auto
formula_python_path	/home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python
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	1
worker_timeout	60
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	False
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

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

timestamp,ram_usage_mb,cpu_usage_percent
1788803895,892.625,62.1
1788803989,903.92578125,58
1788804058,906,36.9
1788804128,907.66015625,43.3
1788804192,907.84765625,65.7
1788804256,926.6328125,69.9
1788804318,927.71484375,55
1788804397,928.88671875,82.9
1788804465,929.953125,80.3
1788804531,930.84765625,65.4
1788804597,932.3515625,57.7
1788804669,933.94921875,62.4
1788804736,941.0703125,49.3
1788804800,941.8125,31.3
1788804866,942.01953125,43.2
1788804936,942.20703125,51.5

`RESULT` (goal: minimize)

Best value: -2000
Achieved at:
- b = 1000 (r=-0.759, strong negative correlation)
- a = -1000 (r=0.743, strong positive correlation)
- run_time = 6 (r=-0.241, weak negative correlation)

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Convergence Analysis

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.05	0.2179	40
RESULT	-2000	1542.3414	-95.6455	891.5473	40
a	-1000	991.3032	-45.7285	585.6707	40
b	-998.0823	1000	49.9169	601.309	40

submitit INFO (2026-09-07 18:13:23,545) - Starting with JobEnvironment(job_id=655111, hostname=norman-20fms48v00, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-09-07 18:13:23,545) - Loading pickle: /home/norman/repos/OmniOpt/runs/a/0/single_runs/655111/655111_submitted.pkl
Trial-Index: 0

Parameters: {"x": -0.8407385796308517, "y": 0.5180493593215942, "a": 1, "b": 555, "c": 1, "z": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: OMNIOPT_PARAM_a=1 OMNIOPT_PARAM_b=555 OMNIOPT_PARAM_c=1 OMNIOPT_PARAM_x=-0.84073857963085174561 OMNIOPT_PARAM_y=0.51804935932159423828 OMNIOPT_PARAM_z=1 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/0/run_with_formula.py
pwd: /home/norman/repos/OmniOpt
File: /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python
UID: 0
GID: 0
Status-Change-Time: 1784569703.2129738
Size: 6812336 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1788728850.1447656
Last modification: 1784147140.0
Hostname: norman-20fms48v00
pwd: /home/norman/repos/OmniOpt
File: /home/norman/repos/OmniOpt/runs/a/0/run_with_formula.py
UID: 1000
GID: 1000
Status-Change-Time: 1788797602.868131
Size: 1769 Bytes
Permissions: -rwxr-xr-x
Owner: norman
Last access: 1788797605.7001374
Last modification: 1788797602.868131
Hostname: norman-20fms48v00
========
DEBUG INFOS END

OMNIOPT_PARAM_a=1 OMNIOPT_PARAM_b=555 OMNIOPT_PARAM_c=1 OMNIOPT_PARAM_x=-0.84073857963085174561 OMNIOPT_PARAM_y=0.51804935932159423828 OMNIOPT_PARAM_z=1 /home/norman/.omniax_venvs/Python_3.13.5/x86_64/bin/python /home/norman/repos/OmniOpt/runs/a/0/run_with_formula.py
stdout:
 RESULT: 554.5690146237612

stderr was empty
Result: {'RESULT': 554.5690146237612}
Final-results: {'RESULT': 554.5690146237612}
EXIT_CODE: 0
submitit INFO (2026-09-07 18:13:31,775) - Job completed successfully
submitit INFO (2026-09-07 18:13:31,775) - Exiting after successful completion