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Result names and types

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trial_index,submit_time,queue_time,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,VAL_ACC,epochs,lr,batch_size,hidden_size,dropout,num_dense_layers,weight_decay,activation,init
0,1754388708,27,1754388735,1754389718,983,python3 .tests/mnist/train --epochs 176 --learning_rate 0.06931720866739750353 --batch_size 1698 --hidden_size 821 --dropout 0.32942062616348266602 --activation leaky_relu --num_dense_layers 3 --init normal --weight_decay 0.22888082265853881836,0,,c137,538079,0_0,COMPLETED,SOBOL,9.8000000000000007105427357601,176,0.069317208667397503529805646849,1698,821,0.329420626163482666015625,3,0.228880822658538818359375,leaky_relu,normal
1,1754388739,33,1754388772,1754389067,295,python3 .tests/mnist/train --epochs 48 --learning_rate 0.04228069994828664163 --batch_size 776 --hidden_size 1084 --dropout 0.01213549496605992317 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.67859717924147844315,0,,c136,538080,1_0,COMPLETED,SOBOL,0.230000000000000009992007221626,48,0.042280699948286641631778337569,776,1084,0.012135494966059923171997070312,1,0.678597179241478443145751953125,leaky_relu,normal
2,1754388777,30,1754388807,1754389398,591,python3 .tests/mnist/train --epochs 105 --learning_rate 0.08686420962755568576 --batch_size 1506 --hidden_size 164 --dropout 0.24581183213740587234 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0.25264733936637639999,0,,c129,538082,2_0,COMPLETED,SOBOL,11.34999999999999964472863211995,105,0.086864209627555685755417869132,1506,164,0.245811832137405872344970703125,2,0.252647339366376399993896484375,leaky_relu,normal
3,1754388810,26,1754388836,1754389647,811,python3 .tests/mnist/train --epochs 120 --learning_rate 0.00121615063012577604 --batch_size 133 --hidden_size 1942 --dropout 0.41263011982664465904 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.84182903077453374863,0,,c128,538083,3_0,COMPLETED,SOBOL,11.34999999999999964472863211995,120,0.001216150630125776037002149899,133,1942,0.412630119826644659042358398438,4,0.841829030774533748626708984375,leaky_relu,normal
4,1754388844,15,1754388859,1754389645,786,python3 .tests/mnist/train --epochs 137 --learning_rate 0.09290798052768223236 --batch_size 538 --hidden_size 1734 --dropout 0.49616283131763339043 --activation leaky_relu --num_dense_layers 3 --init normal --weight_decay 0.41653559077531099319,0,,c128,538087,4_0,COMPLETED,SOBOL,9.58000000000000007105427357601,137,0.092907980527682232363417824672,538,1734,0.496162831317633390426635742188,3,0.416535590775310993194580078125,leaky_relu,normal
5,1754388876,29,1754388905,1754389267,362,python3 .tests/mnist/train --epochs 62 --learning_rate 0.01900114766820333936 --batch_size 1970 --hidden_size 466 --dropout 0.15739634167402982712 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.99043977726250886917,0,,c142,538089,5_0,COMPLETED,SOBOL,0.44000000000000000222044604925,62,0.019001147668203339363701687148,1970,466,0.157396341674029827117919921875,1,0.990439777262508869171142578125,leaky_relu,normal
6,1754388908,28,1754388936,1754389071,135,python3 .tests/mnist/train --epochs 18 --learning_rate 0.05116524809596129791 --batch_size 371 --hidden_size 1388 --dropout 0.08492908114567399025 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0.06482718046754598618,0,,c108,538090,6_0,COMPLETED,SOBOL,16.66000000000000014210854715202,18,0.051165248095961297913891741018,371,1388,0.084929081145673990249633789062,2,0.064827180467545986175537109375,leaky_relu,normal
7,1754388943,16,1754388959,1754389954,995,python3 .tests/mnist/train --epochs 181 --learning_rate 0.03738501351826824942 --batch_size 1234 --hidden_size 614 --dropout 0.26150984130799770355 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.53014982398599386215,0,,c108,538093,7_0,COMPLETED,SOBOL,10.32000000000000028421709430404,181,0.03738501351826824942170546251,1234,614,0.26150984130799770355224609375,4,0.530149823985993862152099609375,leaky_relu,normal
8,1754388978,39,1754389017,1754390121,1104,python3 .tests/mnist/train --epochs 193 --learning_rate 0.07980995271972381178 --batch_size 473 --hidden_size 293 --dropout 0.04527942230924963951 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.4674478527158498764,0,,c106,538094,8_0,COMPLETED,SOBOL,10.08999999999999985789145284798,193,0.079809952719723811775942579061,473,293,0.045279422309249639511108398438,4,0.46744785271584987640380859375,leaky_relu,normal
9,1754389013,35,1754389048,1754389237,189,python3 .tests/mnist/train --epochs 28 --learning_rate 0.00665921335387043706 --batch_size 1141 --hidden_size 1560 --dropout 0.36268283147364854813 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0.87704158388078212738,0,,c106,538096,9_0,COMPLETED,SOBOL,11.34999999999999964472863211995,28,0.006659213353870437057668851821,1141,1560,0.362682831473648548126220703125,2,0.87704158388078212738037109375,leaky_relu,normal
10,1754389047,30,1754389077,1754389506,429,python3 .tests/mnist/train --epochs 74 --learning_rate 0.06382376689643599887 --batch_size 689 --hidden_size 696 --dropout 0.3796082627959549427 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.05298194661736488342,0,,c106,538097,10_0,COMPLETED,SOBOL,10.09999999999999964472863211995,74,0.063823766896435998874359540878,689,696,0.379608262795954942703247070312,1,0.0529819466173648834228515625,leaky_relu,normal
11,1754389097,9,1754389106,1754389924,818,python3 .tests/mnist/train --epochs 148 --learning_rate 0.0492876295409072282 --batch_size 1808 --hidden_size 1470 --dropout 0.21242757141590118408 --activation leaky_relu --num_dense_layers 3 --init normal --weight_decay 0.6044824160635471344,0,,c136,538101,11_0,COMPLETED,SOBOL,10.32000000000000028421709430404,148,0.049287629540907228198332035163,1808,1470,0.21242757141590118408203125,3,0.6044824160635471343994140625,leaky_relu,normal
12,1754389164,46,1754389210,1754389825,615,python3 .tests/mnist/train --epochs 105 --learning_rate 0.05660976204766892533 --batch_size 1379 --hidden_size 1262 --dropout 0.12803656421601772308 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.15477496199309825897,0,,c93,538103,12_0,COMPLETED,SOBOL,10.09999999999999964472863211995,105,0.056609762047668925333265832478,1379,1262,0.12803656421601772308349609375,4,0.15477496199309825897216796875,leaky_relu,normal
13,1754389200,27,1754389227,1754389774,547,python3 .tests/mnist/train --epochs 91 --learning_rate 0.03032934710155241534 --batch_size 201 --hidden_size 998 --dropout 0.46692893141880631447 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0.6901884954422712326,0,,c140,538104,13_0,COMPLETED,SOBOL,9.58000000000000007105427357601,91,0.030329347101552415338909796105,201,998,0.466928931418806314468383789062,2,0.69018849544227123260498046875,leaky_relu,normal
14,1754389240,18,1754389258,1754389472,214,python3 .tests/mnist/train --epochs 34 --learning_rate 0.09991331585549749483 --batch_size 1569 --hidden_size 1864 --dropout 0.29099168907850980759 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.36581068858504295349,0,,c106,538105,14_0,COMPLETED,SOBOL,9.81000000000000049737991503207,34,0.099913315855497494832881955062,1569,1864,0.290991689078509807586669921875,1,0.3658106885850429534912109375,leaky_relu,normal
15,1754389315,35,1754389350,1754390246,896,python3 .tests/mnist/train --epochs 162 --learning_rate 0.01350935408023186055 --batch_size 962 --hidden_size 86 --dropout 0.11404091073200106621 --activation leaky_relu --num_dense_layers 3 --init normal --weight_decay 0.79117783531546592712,0,,c137,538109,15_0,COMPLETED,SOBOL,10.08999999999999985789145284798,162,0.013509354080231860545380229155,962,86,0.114040910732001066207885742188,3,0.7911778353154659271240234375,leaky_relu,normal
16,1754389381,23,1754389404,1754390275,871,python3 .tests/mnist/train --epochs 157 --learning_rate 0.09526312413536013046 --batch_size 1071 --hidden_size 1321 --dropout 0.42190515249967575073 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0.62752053141593933105,0,,c93,538110,16_0,COMPLETED,SOBOL,9.58000000000000007105427357601,157,0.095263124135360130462224503844,1071,1321,0.421905152499675750732421875,2,0.6275205314159393310546875,leaky_relu,normal
17,1754389425,17,1754389442,1754389707,265,python3 .tests/mnist/train --epochs 41 --learning_rate 0.01820834911424666636 --batch_size 399 --hidden_size 563 --dropout 0.23166462453082203865 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.21695387363433837891,0,,c129,538111,17_0,COMPLETED,SOBOL,11.34999999999999964472863211995,41,0.018208349114246666355931836279,399,563,0.231664624530822038650512695312,4,0.21695387363433837890625,leaky_relu,normal
18,1754389500,35,1754389535,1754390031,496,python3 .tests/mnist/train --epochs 86 --learning_rate 0.06130847436042503179 --batch_size 1877 --hidden_size 1675 --dropout 0.02625409234315156937 --activation leaky_relu --num_dense_layers 3 --init normal --weight_decay 0.85400006361305713654,0,,c106,538112,18_0,COMPLETED,SOBOL,10.08999999999999985789145284798,86,0.061308474360425031790544636578,1877,1675,0.026254092343151569366455078125,3,0.85400006361305713653564453125,leaky_relu,normal
19,1754389572,12,1754389584,1754390224,640,python3 .tests/mnist/train --epochs 113 --learning_rate 0.02567944480752572603 --batch_size 763 --hidden_size 391 --dropout 0.32017803331837058067 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.30347979255020618439,0,,c93,538114,19_0,COMPLETED,SOBOL,5.01999999999999957367435854394,113,0.025679444807525726029995283284,763,391,0.320178033318370580673217773438,1,0.30347979255020618438720703125,leaky_relu,normal
20,1754390369,27,1754390396,1754390605,209,python3 .tests/mnist/train --epochs 10 --learning_rate 0.02639436580551864434 --batch_size 8 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c140,538128,20_0,COMPLETED,BOTORCH_MODULAR,11.34999999999999964472863211995,10,0.026394365805518644335636579967,8,2048,0,2,0,leaky_relu,normal
21,1754390414,16,1754390430,1754390522,92,python3 .tests/mnist/train --epochs 10 --learning_rate 0.06277108132796016537 --batch_size 109 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c138,538130,21_0,COMPLETED,BOTORCH_MODULAR,8.91999999999999992894572642399,10,0.062771081327960165374690859608,109,2048,0,2,0,leaky_relu,normal
22,1754390458,29,1754390487,1754390663,176,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00706665769959874922 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c137,538132,22_0,COMPLETED,BOTORCH_MODULAR,76.480000000000003979039320256561,10,0.007066657699598749217684279245,8,8,0,2,0,leaky_relu,normal
23,1754390504,12,1754390516,1754390602,86,python3 .tests/mnist/train --epochs 10 --learning_rate 0.01785651590137468658 --batch_size 2048 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c137,538134,23_0,COMPLETED,BOTORCH_MODULAR,9.8000000000000007105427357601,10,0.017856515901374686583480411173,2048,2048,0,2,0,leaky_relu,normal
24,1754390564,13,1754390577,1754393973,3396,python3 .tests/mnist/train --epochs 200 --learning_rate 0.02378495334315852694 --batch_size 8 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c137,538137,24_0,COMPLETED,BOTORCH_MODULAR,10.09999999999999964472863211995,200,0.023784953343158526939404850964,8,2048,0,2,0,leaky_relu,normal
25,1754390637,31,1754390668,1754390754,86,python3 .tests/mnist/train --epochs 10 --learning_rate 0.04465888755771292573 --batch_size 654 --hidden_size 1061 --dropout 0.14776104616249807755 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c140,538138,25_0,COMPLETED,BOTORCH_MODULAR,10.09999999999999964472863211995,10,0.044658887557712925731046027522,654,1061,0.147761046162498077549685149279,2,0,leaky_relu,normal
26,1754390726,33,1754390759,1754391122,363,python3 .tests/mnist/train --epochs 61 --learning_rate 0.01392544246966049247 --batch_size 507 --hidden_size 1233 --dropout 0.05768364407712422287 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c138,538139,26_0,COMPLETED,BOTORCH_MODULAR,11.34999999999999964472863211995,61,0.013925442469660492469940571425,507,1233,0.057683644077124222870889269643,2,0,leaky_relu,normal
27,1754390805,13,1754390818,1754390904,86,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 2048 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,538140,27_0,COMPLETED,BOTORCH_MODULAR,18.51999999999999957367435854394,10,0.000010000000000000000818030539,2048,8,0,1,0,leaky_relu,normal
28,1754390883,30,1754390913,1754391078,165,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c137,538143,28_0,COMPLETED,BOTORCH_MODULAR,84.39000000000000056843418860808,10,0.000010000000000000000818030539,8,8,0,1,0,leaky_relu,normal
29,1754390934,33,1754390967,1754391132,165,python3 .tests/mnist/train --epochs 10 --learning_rate 0.10000000000000000555 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,538144,29_0,COMPLETED,BOTORCH_MODULAR,10.27999999999999936051153781591,10,0.100000000000000005551115123126,8,8,0,1,0,leaky_relu,normal
30,1754391009,18,1754391027,1754393224,2197,python3 .tests/mnist/train --epochs 152 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c108,538153,30_0,COMPLETED,BOTORCH_MODULAR,85.129999999999995452526491135359,152,0.000010000000000000000818030539,8,8,0,2,0,leaky_relu,normal
31,1754391060,28,1754391088,1754391265,177,python3 .tests/mnist/train --epochs 10 --learning_rate 0.0875659571130234099 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 2 --init normal --weight_decay 0,0,,c137,538156,31_0,COMPLETED,BOTORCH_MODULAR,10.32000000000000028421709430404,10,0.0875659571130234098967903833,8,8,0,2,0,leaky_relu,normal
32,1754391108,42,1754391150,1754393102,1952,python3 .tests/mnist/train --epochs 143 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,538157,32_0,COMPLETED,BOTORCH_MODULAR,84.549999999999997157829056959599,143,0.000010000000000000000818030539,8,8,0,1,0,leaky_relu,normal
33,1754391210,28,1754391238,1754393881,2643,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c138,538159,33_0,COMPLETED,BOTORCH_MODULAR,92.67000000000000170530256582424,200,0.000010000000000000000818030539,8,8,0,1,0,leaky_relu,normal
34,1754391305,16,1754391321,1754391492,171,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 189 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c137,538168,34_0,COMPLETED,BOTORCH_MODULAR,92.810000000000002273736754432321,10,0.000010000000000000000818030539,8,189,0,1,0,leaky_relu,normal
35,1754391385,9,1754391394,1754391486,92,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 182 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c106,538172,35_0,COMPLETED,BOTORCH_MODULAR,29.3999999999999985789145284798,10,0.000010000000000000000818030539,182,8,0,1,0,leaky_relu,normal
36,1754391443,49,1754391492,1754391664,172,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0.55196057229157757806,0,,c126,538173,36_0,COMPLETED,BOTORCH_MODULAR,11.34999999999999964472863211995,10,0.000010000000000000000818030539,8,8,0,1,0.551960572291577578063481723802,leaky_relu,normal
37,1754391502,22,1754391524,1754391982,458,python3 .tests/mnist/train --epochs 32 --learning_rate 0.00001 --batch_size 8 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c137,538175,37_0,COMPLETED,BOTORCH_MODULAR,90.560000000000002273736754432321,32,0.000010000000000000000818030539,8,8,0,1,0,leaky_relu,normal
38,1754391614,16,1754391630,1754391803,173,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 443 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c128,538176,38_0,COMPLETED,BOTORCH_MODULAR,94.10999999999999943156581139192,10,0.000010000000000000000818030539,8,443,0,1,0,leaky_relu,normal
39,1754391667,32,1754391699,1754393267,1568,python3 .tests/mnist/train --epochs 112 --learning_rate 0.00001 --batch_size 8 --hidden_size 416 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c126,538179,39_0,COMPLETED,BOTORCH_MODULAR,97.85999999999999943156581139192,112,0.000010000000000000000818030539,8,416,0,1,0,leaky_relu,normal
40,1754394097,36,1754394133,1754394409,276,python3 .tests/mnist/train --epochs 45 --learning_rate 0.00001 --batch_size 1504 --hidden_size 8 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 1,0,,c108,539333,40_0,COMPLETED,BOTORCH_MODULAR,11.16999999999999992894572642399,45,0.000010000000000000000818030539,1504,8,0,1,1,leaky_relu,normal
41,1754394166,78,1754394244,1754395319,1075,python3 .tests/mnist/train --epochs 194 --learning_rate 0.10000000000000000555 --batch_size 1578 --hidden_size 8 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 1,0,,c106,539675,41_0,COMPLETED,BOTORCH_MODULAR,9.58000000000000007105427357601,194,0.100000000000000005551115123126,1578,8,0.5,4,1,leaky_relu,normal
42,1754394266,82,1754394348,1754397153,2805,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 438 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c88,539679,42_0,COMPLETED,BOTORCH_MODULAR,98.200000000000002842170943040401,200,0.000010000000000000000818030539,8,438,0.5,1,0,leaky_relu,normal
43,1754394339,46,1754394385,1754394793,408,python3 .tests/mnist/train --epochs 67 --learning_rate 0.00001 --batch_size 1042 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c14,539681,43_0,COMPLETED,BOTORCH_MODULAR,96.400000000000005684341886080801,67,0.000010000000000000000818030539,1042,2048,0.5,4,0,leaky_relu,normal
44,1754394448,70,1754394518,1754397307,2789,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 443 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c151,539683,44_0,COMPLETED,BOTORCH_MODULAR,98.019999999999996020960679743439,200,0.000010000000000000000818030539,8,443,0,1,0,leaky_relu,normal
45,1754394619,15,1754394634,1754397443,2809,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 280 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,539929,45_0,COMPLETED,BOTORCH_MODULAR,97.879999999999995452526491135359,200,0.000010000000000000000818030539,8,280,0.5,1,0,leaky_relu,normal
46,1754394731,25,1754394756,1754395893,1137,python3 .tests/mnist/train --epochs 200 --learning_rate 0.10000000000000000555 --batch_size 1405 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 1,0,,c140,540149,46_0,COMPLETED,BOTORCH_MODULAR,9.82000000000000028421709430404,200,0.100000000000000005551115123126,1405,2048,0,4,1,leaky_relu,normal
47,1754394833,16,1754394849,1754395021,172,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 617 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c139,540177,47_0,COMPLETED,BOTORCH_MODULAR,94.310000000000002273736754432321,10,0.000010000000000000000818030539,8,617,0.5,1,0,leaky_relu,normal
48,1754394948,18,1754394966,1754396067,1101,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 1059 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c138,540178,48_0,COMPLETED,BOTORCH_MODULAR,96.96999999999999886313162278384,200,0.000010000000000000000818030539,1059,2048,0.5,1,0,leaky_relu,normal
49,1754395029,14,1754395043,1754395129,86,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 1034 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c139,540182,49_0,COMPLETED,BOTORCH_MODULAR,94.819999999999993178789736703038,10,0.000010000000000000000818030539,1034,2048,0,4,0,leaky_relu,normal
50,1754395168,25,1754395193,1754396330,1137,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 948 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c151,540189,50_0,COMPLETED,BOTORCH_MODULAR,98.099999999999994315658113919199,200,0.000010000000000000000818030539,948,2048,0.5,4,0,leaky_relu,normal
51,1754395284,4,1754395288,1754395374,86,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 1130 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c139,540190,51_0,COMPLETED,BOTORCH_MODULAR,84.040000000000006252776074688882,10,0.000010000000000000000818030539,1130,2048,0.5,4,0,leaky_relu,normal
52,1754395362,35,1754395397,1754396183,786,python3 .tests/mnist/train --epochs 137 --learning_rate 0.04745326739579402986 --batch_size 1033 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c128,540194,52_0,COMPLETED,BOTORCH_MODULAR,9.8000000000000007105427357601,137,0.04745326739579402985924616587,1033,2048,0.5,4,0,leaky_relu,normal
53,1754395492,7,1754395499,1754396618,1119,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 1029 --hidden_size 1514 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c139,540201,53_0,COMPLETED,BOTORCH_MODULAR,97.89000000000000056843418860808,200,0.000010000000000000000818030539,1029,1514,0.5,4,0,leaky_relu,normal
54,1754395557,35,1754395592,1754395684,92,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 998 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c128,540205,54_0,COMPLETED,BOTORCH_MODULAR,90.260000000000005115907697472721,10,0.000010000000000000000818030539,998,2048,0.5,1,0,leaky_relu,normal
55,1754395622,29,1754395651,1754396727,1076,python3 .tests/mnist/train --epochs 189 --learning_rate 0.00001 --batch_size 1009 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0.19774709299680001684,0,,c128,540208,55_0,COMPLETED,BOTORCH_MODULAR,11.34999999999999964472863211995,189,0.000010000000000000000818030539,1009,2048,0.5,4,0.197747092996800016839742397678,leaky_relu,normal
56,1754395765,40,1754395805,1754396051,246,python3 .tests/mnist/train --epochs 41 --learning_rate 0.04274142020693751098 --batch_size 1003 --hidden_size 2005 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c128,540211,56_0,COMPLETED,BOTORCH_MODULAR,9.8000000000000007105427357601,41,0.042741420206937510983813410803,1003,2005,0,1,0,leaky_relu,normal
57,1754395926,19,1754395945,1754396866,921,python3 .tests/mnist/train --epochs 162 --learning_rate 0.10000000000000000555 --batch_size 1043 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c141,540214,57_0,COMPLETED,BOTORCH_MODULAR,9.8000000000000007105427357601,162,0.100000000000000005551115123126,1043,2048,0,4,0,leaky_relu,normal
58,1754396082,10,1754396092,1754396196,104,python3 .tests/mnist/train --epochs 12 --learning_rate 0.03558783859194145083 --batch_size 986 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c141,540220,58_0,COMPLETED,BOTORCH_MODULAR,9.8000000000000007105427357601,12,0.035587838591941450827604853657,986,2048,0.5,4,0,leaky_relu,normal
59,1754396244,15,1754396259,1754397364,1105,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 1070 --hidden_size 1258 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c141,540223,59_0,COMPLETED,BOTORCH_MODULAR,96.32999999999999829469743417576,200,0.000010000000000000000818030539,1070,1258,0,1,0,leaky_relu,normal
60,,,,,,,,,,,60_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,2048,0.48052237526750846141609940787,4,0,leaky_relu,normal
61,1754397632,30,1754397662,1754400477,2815,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c141,540287,61_0,COMPLETED,BOTORCH_MODULAR,98.290000000000006252776074688882,200,0.000010000000000000000818030539,8,2048,0,1,0,leaky_relu,normal
62,1754397697,25,1754397722,1754400570,2848,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 8 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,540289,62_0,COMPLETED,BOTORCH_MODULAR,98.430000000000006821210263296962,200,0.000010000000000000000818030539,8,2048,0.5,1,0,leaky_relu,normal
63,,,,,,,,,,,63_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1367,0.5,4,0,leaky_relu,normal
64,,,,,,,,,,,64_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,2048,0,4,0,leaky_relu,normal
65,1754397919,11,1754397930,1754398176,246,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c139,540296,65_0,COMPLETED,BOTORCH_MODULAR,97.96999999999999886313162278384,10,0.000010000000000000000818030539,8,2048,0,4,0,leaky_relu,normal
66,1754397985,8,1754397993,1754398283,290,python3 .tests/mnist/train --epochs 11 --learning_rate 0.00001 --batch_size 8 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c138,540297,66_0,COMPLETED,BOTORCH_MODULAR,97.07999999999999829469743417576,11,0.000010000000000000000818030539,8,2048,0.5,4,0,leaky_relu,normal
67,,,,,,,,,,,67_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1550,0,4,0,leaky_relu,normal
68,,,,,,,,,,,68_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,806,0.5,4,0,leaky_relu,normal
69,1754398182,21,1754398203,1754398382,179,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 8 --hidden_size 2048 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c140,540301,69_0,COMPLETED,BOTORCH_MODULAR,96.14000000000000056843418860808,10,0.000010000000000000000818030539,8,2048,0.5,1,0,leaky_relu,normal
70,,,,,,,,,,,70_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1566,0.5,1,0,leaky_relu,normal
71,,,,,,,,,,,71_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1726,0.5,4,0,leaky_relu,normal
72,1754398595,20,1754398615,1754399721,1106,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 574 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c138,540307,72_0,COMPLETED,BOTORCH_MODULAR,97.730000000000003979039320256561,200,0.000010000000000000000818030539,574,2048,0,1,0,leaky_relu,normal
73,,,,,,,,,,,73_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1254,0,4,0,leaky_relu,normal
74,,,,,,,,,,,74_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1640,0,1,0,leaky_relu,normal
75,1754398864,28,1754398892,1754399888,996,python3 .tests/mnist/train --epochs 68 --learning_rate 0.00001 --batch_size 8 --hidden_size 1559 --dropout 0.5 --activation leaky_relu --num_dense_layers 1 --init normal --weight_decay 0,0,,c120,540326,75_0,COMPLETED,BOTORCH_MODULAR,98.230000000000003979039320256561,68,0.000010000000000000000818030539,8,1559,0.5,1,0,leaky_relu,normal
76,,,,,,,,,,,76_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1172,0.5,4,0,leaky_relu,normal
77,1754399117,9,1754399126,1754400281,1155,python3 .tests/mnist/train --epochs 200 --learning_rate 0.00001 --batch_size 568 --hidden_size 2048 --dropout 0 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c120,540331,77_0,COMPLETED,BOTORCH_MODULAR,98.019999999999996020960679743439,200,0.000010000000000000000818030539,568,2048,0,4,0,leaky_relu,normal
78,,,,,,,,,,,78_0,RUNNING,BOTORCH_MODULAR,,200,0.000010000000000000000818030539,8,1285,0.5,1,0,leaky_relu,normal
79,1754399257,27,1754399284,1754399369,85,python3 .tests/mnist/train --epochs 10 --learning_rate 0.00001 --batch_size 697 --hidden_size 1436 --dropout 0.5 --activation leaky_relu --num_dense_layers 4 --init normal --weight_decay 0,0,,c139,540333,79_0,COMPLETED,BOTORCH_MODULAR,88.290000000000006252776074688882,10,0.000010000000000000000818030539,697,1436,0.5,4,0,leaky_relu,normal

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Run-UUID: 1d23ffe9-96c6-4876-937d-24b0dd8711d3
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⠋ Writing worker creation log...
omniopt --partition=alpha --experiment_name=mnist_gpu_noall --mem_gb=10 --time=240 --worker_timeout=120 --max_eval=500 --num_parallel_jobs=20 --gpus=1 --num_random_steps=20 --follow --live_share --send_anonymized_usage_stats --result_names VAL_ACC=max --run_program=cHl0aG9uMyAudGVzdHMvbW5pc3QvdHJhaW4gLS1lcG9jaHMgJWVwb2NocyAtLWxlYXJuaW5nX3JhdGUgJWxyIC0tYmF0Y2hfc2l6ZSAlYmF0Y2hfc2l6ZSAtLWhpZGRlbl9zaXplICVoaWRkZW5fc2l6ZSAtLWRyb3BvdXQgJWRyb3BvdXQgLS1hY3RpdmF0aW9uICVhY3RpdmF0aW9uIC0tbnVtX2RlbnNlX2xheWVycyAlbnVtX2RlbnNlX2xheWVycyAtLWluaXQgJWluaXQgLS13ZWlnaHRfZGVjYXkgJXdlaWdodF9kZWNheQ== --cpus_per_task=1 --nodes_per_job=1 --revert_to_random_when_seemingly_exhausted --model=BOTORCH_MODULAR --n_estimators_randomforest=100 --run_mode=local --occ_type=euclid --main_process_gb=8 --max_nr_of_zero_results=50 --slurm_signal_delay_s=0 --max_failed_jobs=0 --max_attempts_for_generation=20 --num_restarts=20 --raw_samples=1024 --max_abandoned_retrial=20 --max_num_of_parallel_sruns=16 --parameter epochs range 10 200 int false --parameter lr range 0.00001 0.1 float false --parameter batch_size range 8 2048 int false --parameter hidden_size range 8 2048 int false --parameter dropout range 0 0.5 float false --parameter activation fixed leaky_relu --parameter num_dense_layers range 1 4 int false --parameter init fixed normal --parameter weight_decay range 0 1 float false --ui_url 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
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /data/cat/ws/pwinkler-mnist_tst/omniopt/runs/mnist_gpu_noall/6...
⠋ 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/cat/ws/pwinkler-mnist_tst/omniopt/runs/mnist_gpu_noall/6
⠋ Printing run info...
⠋ Initializing NVIDIA-Logs...
⠋ Writing ui_url file if it is present...
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠙ Writing git info file...
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Handling random steps...
⠋ Initializing ax_client...
[WARNING 08-05 12:10:57] ax.service.ax_client: Selecting a GenerationStrategy when using BatchTrials is in beta. Double check the recommended strategy matches your expectations.
⠋ Setting orchestrator...
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 480 steps.
Run-Program: python3 .tests/mnist/train --epochs %epochs --learning_rate %lr --batch_size %batch_size --hidden_size %hidden_size --dropout %dropout --activation %activation --num_dense_layers %num_dense_layers --init %init --weight_decay %weight_decay
                                  Experiment parameters                                   
┏━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name             ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Values     ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ epochs           │ range │ 10          │ 200         │            │ int   │ No         │
│ lr               │ range │ 1e-05       │ 0.1         │            │ float │ No         │
│ batch_size       │ range │ 8           │ 2048        │            │ int   │ No         │
│ hidden_size      │ range │ 8           │ 2048        │            │ int   │ No         │
│ dropout          │ range │ 0           │ 0.5         │            │ float │ No         │
│ activation       │ fixed │             │             │ leaky_relu │       │            │
│ num_dense_layers │ range │ 1           │ 4           │            │ int   │ No         │
│ init             │ fixed │             │             │ normal     │       │            │
│ weight_decay     │ range │ 0           │ 1           │            │ float │ No         │
└──────────────────┴───────┴─────────────┴─────────────┴────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ VAL_ACC     │         max │
└─────────────┴─────────────┘
See https://imageseg.scads.de/omniax/share?user_id=pwinkler&experiment_name=mnist_gpu_noall&run_nr=12 for live-results.

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BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         :  14%|█░░░░░░░░░| 69/500 [3:20:37<29:14:04, 244.19s/it]
Runtime (end): 3 hours 29 minutes and 4 seconds, PID: 424424

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2025-08-05 12:11:02: SOBOL, Started OmniOpt2 run...
2025-08-05 12:11:15: Sobol, getting new HP set     
2025-08-05 12:11:28: Sobol, requested 1 jobs, got 1, 13.21 s/job
2025-08-05 12:11:38: Sobol, eval #1/1 start                     
2025-08-05 12:11:42: Sobol, starting new job                    
2025-08-05 12:11:49: Sobol, unknown 1∑1 (5%/20), started new job
2025-08-05 12:11:55: Sobol, running 1∑1 (5%/20), getting new HP set
2025-08-05 12:12:05: Sobol, running 1∑1 (5%/20), requested 1 jobs, got 1, 10.24 s/job
2025-08-05 12:12:09: Sobol, running 1∑1 (5%/20), eval #1/1 start                     
2025-08-05 12:12:14: Sobol, running 1∑1 (5%/20), starting new job                    
2025-08-05 12:12:20: Sobol, running/unknown 1/1∑2 (10%/20), started new job          
2025-08-05 12:12:25: Sobol, running 2∑2 (10%/20), getting new HP set                 
2025-08-05 12:12:35: Sobol, running 2∑2 (10%/20), requested 1 jobs, got 1, 10.10 s/job
2025-08-05 12:12:47: Sobol, running 2∑2 (10%/20), eval #1/1 start                     
2025-08-05 12:12:53: Sobol, running 2∑2 (10%/20), starting new job                    
2025-08-05 12:12:59: Sobol, running/unknown 2/1∑3 (15%/20), started new job           
2025-08-05 12:13:06: Sobol, running 3∑3 (15%/20), getting new HP set                  
2025-08-05 12:13:16: Sobol, running 3∑3 (15%/20), requested 1 jobs, got 1, 9.92 s/job 
2025-08-05 12:13:21: Sobol, running 3∑3 (15%/20), eval #1/1 start                     
2025-08-05 12:13:25: Sobol, running 3∑3 (15%/20), starting new job                    
2025-08-05 12:13:32: Sobol, running/unknown 3/1∑4 (20%/20), started new job           
2025-08-05 12:13:38: Sobol, running 4∑4 (20%/20), getting new HP set                  
2025-08-05 12:13:49: Sobol, running 4∑4 (20%/20), requested 1 jobs, got 1, 10.99 s/job
2025-08-05 12:13:54: Sobol, running 4∑4 (20%/20), eval #1/1 start                     
2025-08-05 12:13:59: Sobol, running 4∑4 (20%/20), starting new job                    
2025-08-05 12:14:06: Sobol, running/unknown 4/1∑5 (25%/20), started new job           
2025-08-05 12:14:11: Sobol, running 5∑5 (25%/20), getting new HP set                  
2025-08-05 12:14:21: Sobol, running 5∑5 (25%/20), requested 1 jobs, got 1, 9.99 s/job 
2025-08-05 12:14:26: Sobol, running 5∑5 (25%/20), eval #1/1 start                     
2025-08-05 12:14:31: Sobol, running 5∑5 (25%/20), starting new job                    
2025-08-05 12:14:37: Sobol, running/unknown 5/1∑6 (30%/20), started new job           
2025-08-05 12:14:43: Sobol, running/pending 5/1∑6 (30%/20), getting new HP set        
2025-08-05 12:14:53: Sobol, running 6∑6 (30%/20), requested 1 jobs, got 1, 9.93 s/job 
2025-08-05 12:14:58: Sobol, running 6∑6 (30%/20), eval #1/1 start                     
2025-08-05 12:15:02: Sobol, running 6∑6 (30%/20), starting new job                    
2025-08-05 12:15:09: Sobol, running/unknown 6/1∑7 (35%/20), started new job           
2025-08-05 12:15:15: Sobol, running 7∑7 (35%/20), getting new HP set                  
2025-08-05 12:15:26: Sobol, running 7∑7 (35%/20), requested 1 jobs, got 1, 11.22 s/job
2025-08-05 12:15:31: Sobol, running 7∑7 (35%/20), eval #1/1 start                     
2025-08-05 12:15:37: Sobol, running 7∑7 (35%/20), starting new job                    
2025-08-05 12:15:44: Sobol, running/unknown 7/1∑8 (40%/20), started new job           
2025-08-05 12:15:50: Sobol, running 8∑8 (40%/20), getting new HP set                  
2025-08-05 12:16:02: Sobol, running 8∑8 (40%/20), requested 1 jobs, got 1, 12.48 s/job
2025-08-05 12:16:07: Sobol, running 8∑8 (40%/20), eval #1/1 start                     
2025-08-05 12:16:13: Sobol, running 8∑8 (40%/20), starting new job                    
2025-08-05 12:16:19: Sobol, running/unknown 8/1∑9 (45%/20), started new job           
2025-08-05 12:16:25: Sobol, running 9∑9 (45%/20), getting new HP set                  
2025-08-05 12:16:37: Sobol, running 9∑9 (45%/20), requested 1 jobs, got 1, 12.02 s/job
2025-08-05 12:16:42: Sobol, running 9∑9 (45%/20), eval #1/1 start                     
2025-08-05 12:16:48: Sobol, running 9∑9 (45%/20), starting new job                    
2025-08-05 12:16:55: Sobol, running/unknown 9/1∑10 (50%/20), started new job          
2025-08-05 12:17:00: Sobol, running/pending 9/1∑10 (50%/20), getting new HP set       
2025-08-05 12:17:11: Sobol, running/pending 9/1∑10 (50%/20), requested 1 jobs, got 1, 11.37 s/job
2025-08-05 12:17:16: Sobol, running/pending 9/1∑10 (50%/20), eval #1/1 start                     
2025-08-05 12:17:22: Sobol, running/pending 9/1∑10 (50%/20), starting new job                    
2025-08-05 12:17:28: Sobol, running/unknown 10/1∑11 (55%/20), started new job                    
2025-08-05 12:17:34: Sobol, running/pending 10/1∑11 (55%/20), getting new HP set                 
2025-08-05 12:17:53: Sobol, best VAL_ACC: 0.23, running/completed 9/2∑11 (50%/20), requested 1 jobs, got 1, 18.96 s/job
2025-08-05 12:17:59: Sobol, best VAL_ACC: 0.23, running/completed 9/2∑11 (45%/20), eval #1/1 start                     
2025-08-05 12:18:11: Sobol, best VAL_ACC: 16.66, running/completed 9/2∑11 (45%/20), starting new job                   
2025-08-05 12:18:18: Sobol, best VAL_ACC: 16.66, running/completed/unknown 9/2/1∑12 (50%/20), started new job          
2025-08-05 12:18:24: Sobol, best VAL_ACC: 16.66, running/completed 10/2∑12 (50%/20), new result: 16.66                 
2025-08-05 12:18:25: Sobol, best VAL_ACC: 16.66, running/completed 10/2∑12 (50%/20), new result: 0.23                  
2025-08-05 12:18:45: Sobol, best VAL_ACC: 16.66, running 10∑10 (50%/20), finishing jobs (_get_next_trials), finished 2 jobs
2025-08-05 12:18:52: Sobol, best VAL_ACC: 16.66, running 10∑10 (50%/20), getting new HP set                                
2025-08-05 12:19:08: Sobol, best VAL_ACC: 16.66, running 10∑10 (50%/20), requested 1 jobs, got 1, 17.13 s/job              
2025-08-05 12:19:13: Sobol, best VAL_ACC: 16.66, running 10∑10 (50%/20), eval #1/1 start                                   
2025-08-05 12:19:18: Sobol, best VAL_ACC: 16.66, running 10∑10 (50%/20), starting new job                                  
2025-08-05 12:19:26: Sobol, best VAL_ACC: 16.66, running/unknown 10/1∑11 (55%/20), started new job                         
2025-08-05 12:19:32: Sobol, best VAL_ACC: 16.66, running/pending 10/1∑11 (55%/20), getting new HP set                      
2025-08-05 12:19:43: Sobol, best VAL_ACC: 16.66, running/pending 10/1∑11 (55%/20), requested 1 jobs, got 1, 11.68 s/job    
2025-08-05 12:19:48: Sobol, best VAL_ACC: 16.66, running/pending 10/1∑11 (55%/20), eval #1/1 start                         
2025-08-05 12:19:55: Sobol, best VAL_ACC: 16.66, running/pending 10/1∑11 (55%/20), starting new job                        
2025-08-05 12:20:01: Sobol, best VAL_ACC: 16.66, running/unknown 11/1∑12 (60%/20), started new job                         
2025-08-05 12:20:09: Sobol, best VAL_ACC: 16.66, running/pending 11/1∑12 (60%/20), getting new HP set                      
2025-08-05 12:20:21: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), requested 1 jobs, got 1, 12.03 s/job              
2025-08-05 12:20:27: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), eval #1/1 start                                   
2025-08-05 12:20:33: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), starting new job                                  
2025-08-05 12:20:41: Sobol, best VAL_ACC: 16.66, running/completed/unknown 11/1/1∑13 (60%/20), started new job             
2025-08-05 12:20:52: Sobol, best VAL_ACC: 16.66, running/completed 12/1∑13 (60%/20), new result: 11.35                     
2025-08-05 12:21:19: Sobol, best VAL_ACC: 16.66, running/completed 11/1∑12 (55%/20), finishing jobs (_get_next_trials), finished 1 job
2025-08-05 12:21:25: Sobol, best VAL_ACC: 16.66, running/completed 11/1∑12 (55%/20), getting new HP set                               
2025-08-05 12:21:37: Sobol, best VAL_ACC: 16.66, running/completed 11/1∑12 (55%/20), requested 1 jobs, got 1, 11.57 s/job             
2025-08-05 12:21:42: Sobol, best VAL_ACC: 16.66, running/completed 11/1∑12 (55%/20), eval #1/1 start                                  
2025-08-05 12:21:49: Sobol, best VAL_ACC: 16.66, running/completed 11/1∑12 (55%/20), starting new job                                 
2025-08-05 12:21:58: Sobol, best VAL_ACC: 16.66, running/completed/unknown 11/1/1∑13 (60%/20), started new job                        
2025-08-05 12:22:04: Sobol, best VAL_ACC: 16.66, running/completed/pending 11/1/1∑13 (60%/20), new result: 0.44                       
2025-08-05 12:22:22: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), finishing jobs (_get_next_trials), finished 1 job            
2025-08-05 12:22:30: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), getting new HP set                                           
2025-08-05 12:22:43: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), requested 1 jobs, got 1, 12.76 s/job                         
2025-08-05 12:22:48: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), eval #1/1 start                                              
2025-08-05 12:22:55: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), starting new job                                             
2025-08-05 12:23:02: Sobol, best VAL_ACC: 16.66, running/unknown 12/1∑13 (65%/20), started new job                                    
2025-08-05 12:23:10: Sobol, best VAL_ACC: 16.66, running/pending 12/1∑13 (65%/20), getting new HP set                                 
2025-08-05 12:23:21: Sobol, best VAL_ACC: 16.66, running/completed 12/1∑13 (60%/20), requested 1 jobs, got 1, 11.86 s/job             
2025-08-05 12:23:27: Sobol, best VAL_ACC: 16.66, running/completed 12/1∑13 (60%/20), eval #1/1 start                                  
2025-08-05 12:23:40: Sobol, best VAL_ACC: 16.66, running/completed 12/1∑13 (60%/20), starting new job                                 
2025-08-05 12:23:47: Sobol, best VAL_ACC: 16.66, running/completed/unknown 12/1/1∑14 (65%/20), started new job                        
2025-08-05 12:23:54: Sobol, best VAL_ACC: 16.66, running/completed 13/1∑14 (65%/20), new result: 11.35                                
2025-08-05 12:24:15: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), finishing jobs (_get_next_trials), finished 1 job            
2025-08-05 12:24:21: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), getting new HP set                                           
2025-08-05 12:24:34: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), requested 1 jobs, got 1, 13.28 s/job                         
2025-08-05 12:24:40: Sobol, best VAL_ACC: 16.66, running 13∑13 (60%/20), eval #1/1 start                                              
2025-08-05 12:24:54: Sobol, best VAL_ACC: 16.66, running/completed 12/1∑13 (60%/20), starting new job                                 
2025-08-05 12:25:01: Sobol, best VAL_ACC: 16.66, running/completed/unknown 12/1/1∑14 (65%/20), started new job                        
2025-08-05 12:25:14: Sobol, best VAL_ACC: 16.66, running/completed/pending 11/2/1∑14 (60%/20), new result: 10.1                       
2025-08-05 12:25:14: Sobol, best VAL_ACC: 16.66, running/completed/pending 11/2/1∑14 (60%/20), new result: 9.81                       
2025-08-05 12:25:37: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), finishing jobs (_get_next_trials), finished 2 jobs           
2025-08-05 12:25:43: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), getting new HP set                                           
2025-08-05 12:25:55: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), requested 1 jobs, got 1, 12.02 s/job                         
2025-08-05 12:26:01: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), eval #1/1 start                                              
2025-08-05 12:26:07: Sobol, best VAL_ACC: 16.66, running 12∑12 (60%/20), starting new job                                             
2025-08-05 12:26:14: Sobol, best VAL_ACC: 16.66, running/unknown 12/1∑13 (65%/20), started new job                                    
2025-08-05 12:26:24: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:26:35: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:26:47: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:27:00: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:27:11: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:27:23: Sobol, best VAL_ACC: 16.66, running 13∑13 (65%/20), waiting for 13 jobs                                          
2025-08-05 12:27:34: Sobol, best VAL_ACC: 16.66, running 13∑13 (55%/20), new result: 11.35                                            
2025-08-05 12:27:34: Sobol, best VAL_ACC: 16.66, running 13∑13 (55%/20), new result: 9.58                                             
2025-08-05 12:27:58: Sobol, best VAL_ACC: 16.66, running 11∑11 (55%/20), waiting for 13 jobs, finished 2 jobs                         
2025-08-05 12:28:04: Sobol, best VAL_ACC: 16.66, running 11∑11 (55%/20), waiting for 11 jobs                                          
2025-08-05 12:28:16: Sobol, best VAL_ACC: 16.66, running 11∑11 (55%/20), waiting for 11 jobs                                          
2025-08-05 12:28:27: Sobol, best VAL_ACC: 16.66, running 11∑11 (55%/20), new result: 11.35                                            
2025-08-05 12:28:51: Sobol, best VAL_ACC: 16.66, running 10∑10 (45%/20), waiting for 11 jobs, finished 1 job                          
2025-08-05 12:28:57: Sobol, best VAL_ACC: 16.66, running 10∑10 (45%/20), waiting for 10 jobs                                          
2025-08-05 12:29:08: Sobol, best VAL_ACC: 16.66, running 10∑10 (45%/20), new result: 9.8                                              
2025-08-05 12:29:28: Sobol, best VAL_ACC: 16.66, running 9∑9 (45%/20), waiting for 10 jobs, finished 1 job                            
2025-08-05 12:29:38: Sobol, best VAL_ACC: 16.66, running/completed 8/1∑9 (40%/20), waiting for 9 jobs                                 
2025-08-05 12:29:52: Sobol, best VAL_ACC: 16.66, running/completed 8/1∑9 (40%/20), new result: 9.58                                   
2025-08-05 12:30:15: Sobol, best VAL_ACC: 16.66, running 8∑8 (40%/20), waiting for 9 jobs, finished 1 job                             
2025-08-05 12:30:24: Sobol, best VAL_ACC: 16.66, running 8∑8 (40%/20), waiting for 8 jobs                                             
2025-08-05 12:30:37: Sobol, best VAL_ACC: 16.66, running 8∑8 (35%/20), new result: 10.1                                               
2025-08-05 12:31:02: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 8 jobs, finished 1 job                             
2025-08-05 12:31:08: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 12:31:19: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 12:31:32: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 12:31:43: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 12:31:55: Sobol, best VAL_ACC: 16.66, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 12:32:07: Sobol, best VAL_ACC: 16.66, running 7∑7 (30%/20), new result: 10.32                                              
2025-08-05 12:32:27: Sobol, best VAL_ACC: 16.66, running 6∑6 (30%/20), waiting for 7 jobs, finished 1 job                             
2025-08-05 12:32:33: Sobol, best VAL_ACC: 16.66, running 6∑6 (30%/20), waiting for 6 jobs                                             
2025-08-05 12:32:49: Sobol, best VAL_ACC: 16.66, running 6∑6 (25%/20), new result: 10.32                                              
2025-08-05 12:33:08: Sobol, best VAL_ACC: 16.66, running 5∑5 (25%/20), waiting for 6 jobs, finished 1 job                             
2025-08-05 12:33:14: Sobol, best VAL_ACC: 16.66, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 12:33:25: Sobol, best VAL_ACC: 16.66, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 12:33:37: Sobol, best VAL_ACC: 16.66, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 12:33:49: Sobol, best VAL_ACC: 16.66, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 12:34:01: Sobol, best VAL_ACC: 16.66, running 5∑5 (20%/20), new result: 10.09                                              
2025-08-05 12:34:21: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 5 jobs, finished 1 job                             
2025-08-05 12:34:27: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 12:34:38: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 12:34:50: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 12:35:04: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 12:35:16: Sobol, best VAL_ACC: 16.66, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 12:35:28: Sobol, best VAL_ACC: 16.66, running 4∑4 (15%/20), new result: 10.09                                              
2025-08-05 12:35:48: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 4 jobs, finished 1 job                             
2025-08-05 12:35:54: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:36:07: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:36:19: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:36:31: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:36:42: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:36:54: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 12:37:05: Sobol, best VAL_ACC: 16.66, running 3∑3 (15%/20), new result: 5.02                                               
2025-08-05 12:37:25: Sobol, best VAL_ACC: 16.66, running 2∑2 (10%/20), waiting for 3 jobs, finished 1 job                             
2025-08-05 12:37:31: Sobol, best VAL_ACC: 16.66, running 2∑2 (5%/20), waiting for 2 jobs                                              
2025-08-05 12:37:42: Sobol, best VAL_ACC: 16.66, running 2∑2 (5%/20), new result: 10.09                                               
2025-08-05 12:38:08: Sobol, best VAL_ACC: 16.66, running 1∑1 (0%/20), waiting for 2 jobs, finished 1 job                              
2025-08-05 12:38:16: Sobol, best VAL_ACC: 16.66, running 1∑1 (0%/20), waiting for 1 job                                               
2025-08-05 12:38:27: Sobol, best VAL_ACC: 16.66, running 1∑1 (0%/20), new result: 9.58                                                
2025-08-05 12:38:45: Sobol, best VAL_ACC: 16.66, waiting for 1 job, finished 1 job                                                    
2025-08-05 12:38:57: BoTorchGenerator, best VAL_ACC: 16.66, getting new HP set                                                        
2025-08-05 12:39:09: BoTorchGenerator, best VAL_ACC: 16.66, requested 1 jobs, got 1, 16.44 s/job                                      
2025-08-05 12:39:15: BoTorchGenerator, best VAL_ACC: 16.66, eval #1/1 start                                                           
2025-08-05 12:39:22: BoTorchGenerator, best VAL_ACC: 16.66, starting new job                                                          
2025-08-05 12:39:31: BoTorchGenerator, best VAL_ACC: 16.66, unknown 1∑1 (5%/20), started new job                                      
2025-08-05 12:39:43: BoTorchGenerator, best VAL_ACC: 16.66, pending 1∑1 (5%/20), getting new HP set                                   
2025-08-05 12:39:55: BoTorchGenerator, best VAL_ACC: 16.66, running 1∑1 (5%/20), requested 1 jobs, got 1, 16.51 s/job                 
2025-08-05 12:40:02: BoTorchGenerator, best VAL_ACC: 16.66, running 1∑1 (5%/20), eval #1/1 start                                      
2025-08-05 12:40:08: BoTorchGenerator, best VAL_ACC: 16.66, running 1∑1 (5%/20), starting new job                                     
2025-08-05 12:40:15: BoTorchGenerator, best VAL_ACC: 16.66, running/unknown 1/1∑2 (10%/20), started new job                           
2025-08-05 12:40:27: BoTorchGenerator, best VAL_ACC: 16.66, running 2∑2 (10%/20), getting new HP set                                  
2025-08-05 12:40:40: BoTorchGenerator, best VAL_ACC: 16.66, running 2∑2 (10%/20), requested 1 jobs, got 1, 17.28 s/job                
2025-08-05 12:40:46: BoTorchGenerator, best VAL_ACC: 16.66, running 2∑2 (10%/20), eval #1/1 start                                     
2025-08-05 12:40:53: BoTorchGenerator, best VAL_ACC: 16.66, running 2∑2 (10%/20), starting new job                                    
2025-08-05 12:41:00: BoTorchGenerator, best VAL_ACC: 16.66, running/unknown 2/1∑3 (15%/20), started new job                           
2025-08-05 12:41:11: BoTorchGenerator, best VAL_ACC: 16.66, running/pending 2/1∑3 (15%/20), getting new HP set                        
2025-08-05 12:41:24: BoTorchGenerator, best VAL_ACC: 16.66, running 3∑3 (15%/20), requested 1 jobs, got 1, 17.07 s/job                
2025-08-05 12:41:30: BoTorchGenerator, best VAL_ACC: 16.66, running 3∑3 (15%/20), eval #1/1 start                                     
2025-08-05 12:41:38: BoTorchGenerator, best VAL_ACC: 16.66, running 3∑3 (15%/20), starting new job                                    
2025-08-05 12:41:45: BoTorchGenerator, best VAL_ACC: 16.66, running/unknown 3/1∑4 (20%/20), started new job                           
2025-08-05 12:41:56: BoTorchGenerator, best VAL_ACC: 16.66, running 4∑4 (20%/20), getting new HP set                                  
2025-08-05 12:42:22: BoTorchGenerator, best VAL_ACC: 16.66, running/completed 3/1∑4 (15%/20), requested 1 jobs, got 1, 30.01 s/job    
2025-08-05 12:42:31: BoTorchGenerator, best VAL_ACC: 16.66, running/completed 3/1∑4 (15%/20), eval #1/1 start                         
2025-08-05 12:42:38: BoTorchGenerator, best VAL_ACC: 16.66, running/completed 3/1∑4 (15%/20), starting new job                        
2025-08-05 12:42:45: BoTorchGenerator, best VAL_ACC: 16.66, running/completed/unknown 3/1/1∑5 (20%/20), started new job               
2025-08-05 12:42:52: BoTorchGenerator, best VAL_ACC: 16.66, running/completed 4/1∑5 (20%/20), new result: 8.92                        
2025-08-05 12:43:13: BoTorchGenerator, best VAL_ACC: 16.66, running 4∑4 (20%/20), finishing jobs (_get_next_trials), finished 1 job   
2025-08-05 12:43:22: BoTorchGenerator, best VAL_ACC: 16.66, running 4∑4 (20%/20), getting new HP set                                  
2025-08-05 12:43:36: BoTorchGenerator, best VAL_ACC: 16.66, running 4∑4 (10%/20), requested 1 jobs, got 1, 16.65 s/job                
2025-08-05 12:43:42: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 2/2∑4 (10%/20), eval #1/1 start                         
2025-08-05 12:43:50: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 2/2∑4 (10%/20), starting new job                        
2025-08-05 12:43:58: BoTorchGenerator, best VAL_ACC: 16.66, completed/running/unknown 2/2/1∑5 (15%/20), started new job               
2025-08-05 12:44:06: BoTorchGenerator, best VAL_ACC: 16.66, completed/running/pending 2/2/1∑5 (15%/20), new result: 11.35             
2025-08-05 12:44:06: BoTorchGenerator, best VAL_ACC: 16.66, completed/running/pending 2/2/1∑5 (15%/20), new result: 9.8               
2025-08-05 12:44:42: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 1/2∑3 (10%/20), finishing jobs (_get_next_trials), finished 2 jobs
2025-08-05 12:44:52: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 1/2∑3 (10%/20), getting new HP set                                
2025-08-05 12:45:06: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 1/2∑3 (10%/20), requested 1 jobs, got 1, 17.73 s/job              
2025-08-05 12:45:12: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 1/2∑3 (10%/20), eval #1/1 start                                   
2025-08-05 12:45:19: BoTorchGenerator, best VAL_ACC: 16.66, completed/running 1/2∑3 (10%/20), starting new job                                  
2025-08-05 12:45:29: BoTorchGenerator, best VAL_ACC: 16.66, completed/running/unknown 1/2/1∑4 (15%/20), started new job                         
2025-08-05 12:45:36: BoTorchGenerator, best VAL_ACC: 16.66, completed/running/pending 1/2/1∑4 (15%/20), new result: 76.48                       
2025-08-05 12:46:01: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (10%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 12:46:11: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (10%/20), getting new HP set                                            
2025-08-05 12:46:25: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 2/1∑3 (10%/20), requested 1 jobs, got 1, 16.83 s/job              
2025-08-05 12:46:31: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 2/1∑3 (10%/20), eval #1/1 start                                   
2025-08-05 12:46:39: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 2/1∑3 (10%/20), starting new job                                  
2025-08-05 12:46:47: BoTorchGenerator, best VAL_ACC: 76.48, running/completed/unknown 2/1/1∑4 (15%/20), started new job                         
2025-08-05 12:46:55: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 3/1∑4 (15%/20), new result: 10.1                                  
2025-08-05 12:47:19: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (15%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 12:47:29: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (15%/20), getting new HP set                                            
2025-08-05 12:47:42: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (15%/20), requested 1 jobs, got 1, 16.22 s/job                          
2025-08-05 12:47:49: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (15%/20), eval #1/1 start                                               
2025-08-05 12:47:56: BoTorchGenerator, best VAL_ACC: 76.48, running 3∑3 (15%/20), starting new job                                              
2025-08-05 12:48:04: BoTorchGenerator, best VAL_ACC: 76.48, running/unknown 3/1∑4 (20%/20), started new job                                     
2025-08-05 12:48:15: BoTorchGenerator, best VAL_ACC: 76.48, running/pending 3/1∑4 (20%/20), getting new HP set                                  
2025-08-05 12:48:34: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 3/1∑4 (15%/20), requested 1 jobs, got 1, 21.50 s/job              
2025-08-05 12:48:40: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 3/1∑4 (15%/20), eval #1/1 start                                   
2025-08-05 12:48:47: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 3/1∑4 (15%/20), starting new job                                  
2025-08-05 12:48:55: BoTorchGenerator, best VAL_ACC: 76.48, running/completed/unknown 3/1/1∑5 (20%/20), started new job                         
2025-08-05 12:49:03: BoTorchGenerator, best VAL_ACC: 76.48, running/completed/pending 3/1/1∑5 (20%/20), new result: 18.52                       
2025-08-05 12:49:24: BoTorchGenerator, best VAL_ACC: 76.48, running 4∑4 (20%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 12:49:33: BoTorchGenerator, best VAL_ACC: 76.48, running 4∑4 (20%/20), getting new HP set                                            
2025-08-05 12:49:47: BoTorchGenerator, best VAL_ACC: 76.48, running 4∑4 (20%/20), requested 1 jobs, got 1, 16.78 s/job                          
2025-08-05 12:49:54: BoTorchGenerator, best VAL_ACC: 76.48, running 4∑4 (20%/20), eval #1/1 start                                               
2025-08-05 12:50:02: BoTorchGenerator, best VAL_ACC: 76.48, running 4∑4 (20%/20), starting new job                                              
2025-08-05 12:50:10: BoTorchGenerator, best VAL_ACC: 76.48, running/unknown 4/1∑5 (25%/20), started new job                                     
2025-08-05 12:50:21: BoTorchGenerator, best VAL_ACC: 76.48, running/pending 4/1∑5 (25%/20), getting new HP set                                  
2025-08-05 12:50:37: BoTorchGenerator, best VAL_ACC: 76.48, running 5∑5 (25%/20), requested 1 jobs, got 1, 17.77 s/job                          
2025-08-05 12:50:44: BoTorchGenerator, best VAL_ACC: 76.48, running 5∑5 (25%/20), eval #1/1 start                                               
2025-08-05 12:50:52: BoTorchGenerator, best VAL_ACC: 76.48, running 5∑5 (25%/20), starting new job                                              
2025-08-05 12:51:01: BoTorchGenerator, best VAL_ACC: 76.48, running/unknown 5/1∑6 (30%/20), started new job                                     
2025-08-05 12:51:12: BoTorchGenerator, best VAL_ACC: 76.48, running/pending 5/1∑6 (30%/20), getting new HP set                                  
2025-08-05 12:51:26: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 5/1∑6 (25%/20), requested 1 jobs, got 1, 17.01 s/job              
2025-08-05 12:51:33: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 5/1∑6 (25%/20), eval #1/1 start                                   
2025-08-05 12:51:41: BoTorchGenerator, best VAL_ACC: 76.48, running/completed 5/1∑6 (25%/20), starting new job                                  
2025-08-05 12:51:51: BoTorchGenerator, best VAL_ACC: 76.48, running/completed/unknown 5/1/1∑7 (30%/20), started new job                         
2025-08-05 12:51:58: BoTorchGenerator, best VAL_ACC: 76.48, running/completed/pending 5/1/1∑7 (30%/20), new result: 84.39                       
2025-08-05 12:52:36: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/2∑6 (20%/20), finishing jobs (_get_next_trials), finished 1 job 
2025-08-05 12:52:48: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/2∑6 (20%/20), getting new HP set                                
2025-08-05 12:53:05: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/2∑6 (20%/20), requested 1 jobs, got 1, 19.05 s/job              
2025-08-05 12:53:13: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/2∑6 (20%/20), eval #1/1 start                                   
2025-08-05 12:53:22: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/2∑6 (20%/20), starting new job                                  
2025-08-05 12:53:31: BoTorchGenerator, best VAL_ACC: 84.39, running/completed/unknown 4/2/1∑7 (25%/20), started new job                         
2025-08-05 12:53:40: BoTorchGenerator, best VAL_ACC: 84.39, running/completed/pending 4/2/1∑7 (25%/20), new result: 11.35                       
2025-08-05 12:53:40: BoTorchGenerator, best VAL_ACC: 84.39, running/completed/pending 4/2/1∑7 (25%/20), new result: 10.28                       
2025-08-05 12:54:12: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), finishing jobs (_get_next_trials), finished 2 jobs            
2025-08-05 12:54:22: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), getting new HP set                                            
2025-08-05 12:54:38: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (20%/20), requested 1 jobs, got 1, 17.78 s/job                          
2025-08-05 12:54:45: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (20%/20), eval #1/1 start                                               
2025-08-05 12:54:58: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 4/1∑5 (20%/20), starting new job                                  
2025-08-05 12:55:06: BoTorchGenerator, best VAL_ACC: 84.39, running/completed/unknown 4/1/1∑6 (25%/20), started new job                         
2025-08-05 12:55:16: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 5/1∑6 (25%/20), new result: 10.32                                 
2025-08-05 12:55:37: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 12:55:47: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), getting new HP set                                            
2025-08-05 12:56:03: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), requested 1 jobs, got 1, 19.19 s/job                          
2025-08-05 12:56:11: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), eval #1/1 start                                               
2025-08-05 12:56:18: BoTorchGenerator, best VAL_ACC: 84.39, running 5∑5 (25%/20), starting new job                                              
2025-08-05 12:56:26: BoTorchGenerator, best VAL_ACC: 84.39, running/unknown 5/1∑6 (30%/20), started new job                                     
2025-08-05 12:56:40: BoTorchGenerator, best VAL_ACC: 84.39, running 6∑6 (30%/20), getting new HP set                                            
2025-08-05 12:57:01: BoTorchGenerator, best VAL_ACC: 84.39, running 6∑6 (30%/20), requested 1 jobs, got 1, 21.52 s/job                          
2025-08-05 12:57:08: BoTorchGenerator, best VAL_ACC: 84.39, running 6∑6 (30%/20), eval #1/1 start                                               
2025-08-05 12:57:16: BoTorchGenerator, best VAL_ACC: 84.39, running 6∑6 (30%/20), starting new job                                              
2025-08-05 12:57:26: BoTorchGenerator, best VAL_ACC: 84.39, running/unknown 6/1∑7 (35%/20), started new job                                     
2025-08-05 12:57:37: BoTorchGenerator, best VAL_ACC: 84.39, running 7∑7 (35%/20), getting new HP set                                            
2025-08-05 12:57:53: BoTorchGenerator, best VAL_ACC: 84.39, running 7∑7 (35%/20), requested 1 jobs, got 1, 17.97 s/job                          
2025-08-05 12:58:00: BoTorchGenerator, best VAL_ACC: 84.39, running 7∑7 (35%/20), eval #1/1 start                                               
2025-08-05 12:58:15: BoTorchGenerator, best VAL_ACC: 84.39, running 7∑7 (30%/20), starting new job                                              
2025-08-05 12:58:23: BoTorchGenerator, best VAL_ACC: 84.39, running/completed/unknown 5/2/1∑8 (30%/20), started new job                         
2025-08-05 12:58:43: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 6/2∑8 (30%/20), new result: 92.81                                 
2025-08-05 12:58:43: BoTorchGenerator, best VAL_ACC: 84.39, running/completed 6/2∑8 (30%/20), new result: 29.4                                  
2025-08-05 12:59:24: BoTorchGenerator, best VAL_ACC: 92.81, running 6∑6 (30%/20), finishing jobs (_get_next_trials), finished 2 jobs            
2025-08-05 12:59:34: BoTorchGenerator, best VAL_ACC: 92.81, running 6∑6 (30%/20), getting new HP set                                            
2025-08-05 12:59:49: BoTorchGenerator, best VAL_ACC: 92.81, running 6∑6 (30%/20), requested 1 jobs, got 1, 17.66 s/job                          
2025-08-05 12:59:59: BoTorchGenerator, best VAL_ACC: 92.81, running 6∑6 (30%/20), eval #1/1 start                                               
2025-08-05 13:00:06: BoTorchGenerator, best VAL_ACC: 92.81, running 6∑6 (30%/20), starting new job                                              
2025-08-05 13:00:16: BoTorchGenerator, best VAL_ACC: 92.81, running/unknown 6/1∑7 (35%/20), started new job                                     
2025-08-05 13:00:28: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), getting new HP set                                            
2025-08-05 13:00:44: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), requested 1 jobs, got 1, 18.86 s/job                          
2025-08-05 13:00:51: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), eval #1/1 start                                               
2025-08-05 13:00:59: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), starting new job                                              
2025-08-05 13:01:08: BoTorchGenerator, best VAL_ACC: 92.81, running/completed/unknown 6/1/1∑8 (35%/20), started new job                         
2025-08-05 13:01:24: BoTorchGenerator, best VAL_ACC: 92.81, running/completed 7/1∑8 (35%/20), new result: 11.35                                 
2025-08-05 13:01:51: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), finishing jobs, finished 1 job                                
2025-08-05 13:02:01: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:02:16: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:02:31: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:02:44: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:02:58: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:03:11: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), waiting for 7 jobs                                            
2025-08-05 13:03:24: BoTorchGenerator, best VAL_ACC: 92.81, running 7∑7 (35%/20), new result: 94.11                                             
2025-08-05 13:03:50: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 7 jobs, finished 1 job                            
2025-08-05 13:03:59: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:04:13: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:04:27: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:04:42: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:04:56: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:05:10: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:05:25: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:05:39: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:05:54: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:06:13: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (30%/20), waiting for 6 jobs                                            
2025-08-05 13:06:26: BoTorchGenerator, best VAL_ACC: 94.11, running 6∑6 (25%/20), new result: 90.56                                             
2025-08-05 13:06:51: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 6 jobs, finished 1 job                            
2025-08-05 13:07:00: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:07:19: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:07:33: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:07:47: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:08:00: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:08:14: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:08:27: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:08:40: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:08:53: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:09:07: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:09:22: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:09:37: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:09:51: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:10:04: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:10:17: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:10:30: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:10:43: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:10:56: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:11:10: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:11:24: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:11:38: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:11:51: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:12:04: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:12:17: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:12:32: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:12:46: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:12:58: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:13:11: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:13:25: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:13:37: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:13:50: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:14:03: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:14:16: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:14:29: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:14:42: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:14:56: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:15:10: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:15:23: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:15:36: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:15:49: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:16:04: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:16:17: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:16:51: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:17:08: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:17:25: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:17:38: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:17:53: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:18:07: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:18:20: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:18:34: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:19:03: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:19:22: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:19:42: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:19:58: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:20:20: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:20:35: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:20:49: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:21:05: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:21:21: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:21:38: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:21:53: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:22:08: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:22:24: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:22:38: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:22:53: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:23:08: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:23:24: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:23:40: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:23:56: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:24:12: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:24:28: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:24:42: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (25%/20), waiting for 5 jobs                                            
2025-08-05 13:25:09: BoTorchGenerator, best VAL_ACC: 94.11, running 5∑5 (20%/20), new result: 84.55                                             
2025-08-05 13:25:40: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (20%/20), waiting for 5 jobs, finished 1 job                            
2025-08-05 13:26:07: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (20%/20), waiting for 4 jobs                                            
2025-08-05 13:26:30: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (20%/20), waiting for 4 jobs                                            
2025-08-05 13:26:45: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (20%/20), waiting for 4 jobs                                            
2025-08-05 13:27:00: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (20%/20), waiting for 4 jobs                                            
2025-08-05 13:27:14: BoTorchGenerator, best VAL_ACC: 94.11, running 4∑4 (15%/20), new result: 85.13                                             
2025-08-05 13:27:38: BoTorchGenerator, best VAL_ACC: 94.11, running 3∑3 (15%/20), waiting for 4 jobs, finished 1 job                            
2025-08-05 13:27:47: BoTorchGenerator, best VAL_ACC: 94.11, running 3∑3 (15%/20), waiting for 3 jobs                                            
2025-08-05 13:28:00: BoTorchGenerator, best VAL_ACC: 94.11, running 3∑3 (10%/20), new result: 97.86                                             
2025-08-05 13:28:40: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 3 jobs, finished 1 job                            
2025-08-05 13:28:49: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:29:03: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:29:17: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:29:31: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:29:44: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:30:00: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:30:13: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:30:40: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:31:04: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:31:21: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:31:35: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:31:51: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:32:06: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:32:19: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:32:35: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:33:00: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:33:22: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:33:36: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:33:52: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:34:08: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:34:23: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:34:37: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:34:51: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:35:10: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:35:38: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:35:56: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:36:12: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:36:28: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:36:45: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:37:02: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:37:19: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:37:57: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (10%/20), waiting for 2 jobs                                            
2025-08-05 13:38:14: BoTorchGenerator, best VAL_ACC: 97.86, running 2∑2 (5%/20), new result: 92.67                                              
2025-08-05 13:38:47: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), waiting for 2 jobs, finished 1 job                             
2025-08-05 13:38:57: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), waiting for 1 job                                              
2025-08-05 13:39:14: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), waiting for 1 job                                              
2025-08-05 13:39:41: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (0%/20), new result: 10.1                                               
2025-08-05 13:40:10: BoTorchGenerator, best VAL_ACC: 97.86, waiting for 1 job, finished 1 job                                                   
2025-08-05 13:40:28: BoTorchGenerator, best VAL_ACC: 97.86, getting new HP set                                                                  
2025-08-05 13:40:48: BoTorchGenerator, best VAL_ACC: 97.86, requested 1 jobs, got 1, 26.75 s/job                                                
2025-08-05 13:41:16: BoTorchGenerator, best VAL_ACC: 97.86, eval #1/1 start                                                                     
2025-08-05 13:41:28: BoTorchGenerator, best VAL_ACC: 97.86, starting new job                                                                    
2025-08-05 13:41:39: BoTorchGenerator, best VAL_ACC: 97.86, unknown 1∑1 (5%/20), started new job                                                
2025-08-05 13:41:57: BoTorchGenerator, best VAL_ACC: 97.86, pending 1∑1 (5%/20), getting new HP set                                             
2025-08-05 13:42:18: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), requested 1 jobs, got 1, 26.08 s/job                           
2025-08-05 13:42:28: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), eval #1/1 start                                                
2025-08-05 13:42:38: BoTorchGenerator, best VAL_ACC: 97.86, running 1∑1 (5%/20), starting new job                                               
2025-08-05 13:42:47: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 1/1∑2 (10%/20), started new job                                     
2025-08-05 13:43:05: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 1/1∑2 (10%/20), getting new HP set                                  
2025-08-05 13:43:53: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 1/1∑2 (10%/20), requested 1 jobs, got 1, 53.16 s/job                
2025-08-05 13:44:04: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 1/1∑2 (10%/20), eval #1/1 start                                     
2025-08-05 13:44:16: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 1/1∑2 (10%/20), starting new job                                    
2025-08-05 13:44:27: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 2/1∑3 (15%/20), started new job                                     
2025-08-05 13:44:50: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 2/1∑3 (15%/20), getting new HP set                                  
2025-08-05 13:45:07: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 2/1∑3 (15%/20), requested 1 jobs, got 1, 21.96 s/job                
2025-08-05 13:45:16: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 2/1∑3 (15%/20), eval #1/1 start                                     
2025-08-05 13:45:29: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 2/1∑3 (15%/20), starting new job                                    
2025-08-05 13:45:40: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 3/1∑4 (20%/20), started new job                                     
2025-08-05 13:45:58: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 3/1∑4 (20%/20), getting new HP set                                  
2025-08-05 13:46:35: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (20%/20), requested 1 jobs, got 1, 44.74 s/job                          
2025-08-05 13:46:53: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (15%/20), eval #1/1 start                                               
2025-08-05 13:47:16: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (15%/20), starting new job                                              
2025-08-05 13:47:29: BoTorchGenerator, best VAL_ACC: 97.86, completed/running/unknown 1/3/1∑5 (20%/20), started new job                         
2025-08-05 13:47:46: BoTorchGenerator, best VAL_ACC: 97.86, completed/running/pending 1/3/1∑5 (20%/20), new result: 11.17                       
2025-08-05 13:48:16: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 3/1∑4 (20%/20), finishing jobs (_get_next_trials), finished 1 job   
2025-08-05 13:48:32: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 3/1∑4 (20%/20), getting new HP set                                  
2025-08-05 13:49:12: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (20%/20), requested 1 jobs, got 1, 45.62 s/job                          
2025-08-05 13:49:55: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (20%/20), eval #1/1 start                                               
2025-08-05 13:50:05: BoTorchGenerator, best VAL_ACC: 97.86, running 4∑4 (20%/20), starting new job                                              
2025-08-05 13:50:20: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 4/1∑5 (25%/20), started new job                                     
2025-08-05 13:50:37: BoTorchGenerator, best VAL_ACC: 97.86, running 5∑5 (25%/20), getting new HP set                                            
2025-08-05 13:50:57: BoTorchGenerator, best VAL_ACC: 97.86, running 5∑5 (25%/20), requested 1 jobs, got 1, 25.57 s/job                          
2025-08-05 13:51:18: BoTorchGenerator, best VAL_ACC: 97.86, running 5∑5 (25%/20), eval #1/1 start                                               
2025-08-05 13:51:40: BoTorchGenerator, best VAL_ACC: 97.86, running 5∑5 (25%/20), starting new job                                              
2025-08-05 13:52:12: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 5/1∑6 (30%/20), started new job                                     
2025-08-05 13:52:47: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), getting new HP set                                            
2025-08-05 13:53:13: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), requested 1 jobs, got 1, 32.53 s/job                          
2025-08-05 13:53:21: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (25%/20), eval #1/1 start                                               
2025-08-05 13:53:44: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (25%/20), starting new job                                              
2025-08-05 13:53:55: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/pending 5/1/1∑7 (30%/20), started new job                         
2025-08-05 13:54:11: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 6/1∑7 (30%/20), new result: 96.4                                  
2025-08-05 13:54:40: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 13:55:01: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), getting new HP set                                            
2025-08-05 13:55:20: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), requested 1 jobs, got 1, 26.79 s/job                          
2025-08-05 13:55:29: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), eval #1/1 start                                               
2025-08-05 13:55:40: BoTorchGenerator, best VAL_ACC: 97.86, running 6∑6 (30%/20), starting new job                                              
2025-08-05 13:55:50: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 6/1∑7 (35%/20), started new job                                     
2025-08-05 13:56:08: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 6/1∑7 (35%/20), getting new HP set                                  
2025-08-05 13:56:39: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), requested 1 jobs, got 1, 38.50 s/job                          
2025-08-05 13:56:51: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), eval #1/1 start                                               
2025-08-05 13:57:00: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), starting new job                                              
2025-08-05 13:57:10: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 6/1/1∑8 (35%/20), started new job                         
2025-08-05 13:57:28: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 7/1∑8 (35%/20), new result: 94.31                                 
2025-08-05 13:57:55: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 13:58:10: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), getting new HP set                                            
2025-08-05 13:58:47: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), requested 1 jobs, got 1, 43.01 s/job                          
2025-08-05 13:59:01: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (30%/20), eval #1/1 start                                               
2025-08-05 13:59:19: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (30%/20), starting new job                                              
2025-08-05 13:59:29: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 6/1/1∑8 (35%/20), started new job                         
2025-08-05 13:59:41: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/pending 6/1/1∑8 (35%/20), new result: 94.82                       
2025-08-05 14:00:12: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), finishing jobs (_get_next_trials), finished 1 job             
2025-08-05 14:00:32: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), getting new HP set                                            
2025-08-05 14:00:53: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), requested 1 jobs, got 1, 30.59 s/job                          
2025-08-05 14:01:03: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), eval #1/1 start                                               
2025-08-05 14:01:14: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), starting new job                                              
2025-08-05 14:01:25: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 7/1∑8 (40%/20), started new job                                     
2025-08-05 14:01:44: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), getting new HP set                                            
2025-08-05 14:02:04: BoTorchGenerator, best VAL_ACC: 97.86, completed/running 1/7∑8 (35%/20), requested 1 jobs, got 1, 26.95 s/job              
2025-08-05 14:02:14: BoTorchGenerator, best VAL_ACC: 97.86, completed/running 1/7∑8 (35%/20), eval #1/1 start                                   
2025-08-05 14:02:33: BoTorchGenerator, best VAL_ACC: 97.86, completed/running 1/7∑8 (35%/20), starting new job                                  
2025-08-05 14:02:43: BoTorchGenerator, best VAL_ACC: 97.86, completed/running/unknown 1/7/1∑9 (40%/20), started new job                         
2025-08-05 14:03:10: BoTorchGenerator, best VAL_ACC: 97.86, completed/running 2/7∑9 (35%/20), new result: 9.58                                  
2025-08-05 14:03:10: BoTorchGenerator, best VAL_ACC: 97.86, completed/running 2/7∑9 (35%/20), new result: 84.04                                 
2025-08-05 14:03:50: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), finishing jobs (_get_next_trials), finished 2 jobs            
2025-08-05 14:04:05: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), getting new HP set                                            
2025-08-05 14:04:23: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), requested 1 jobs, got 1, 25.12 s/job                          
2025-08-05 14:04:32: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), eval #1/1 start                                               
2025-08-05 14:04:42: BoTorchGenerator, best VAL_ACC: 97.86, running 7∑7 (35%/20), starting new job                                              
2025-08-05 14:04:53: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 7/1∑8 (40%/20), started new job                                     
2025-08-05 14:05:09: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), getting new HP set                                            
2025-08-05 14:05:28: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), requested 1 jobs, got 1, 23.49 s/job                          
2025-08-05 14:05:37: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), eval #1/1 start                                               
2025-08-05 14:05:48: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), starting new job                                              
2025-08-05 14:05:58: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 8/1∑9 (45%/20), started new job                                     
2025-08-05 14:06:15: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 8/1∑9 (45%/20), getting new HP set                                  
2025-08-05 14:06:34: BoTorchGenerator, best VAL_ACC: 97.86, running 9∑9 (45%/20), requested 1 jobs, got 1, 24.75 s/job                          
2025-08-05 14:06:42: BoTorchGenerator, best VAL_ACC: 97.86, running 9∑9 (45%/20), eval #1/1 start                                               
2025-08-05 14:06:52: BoTorchGenerator, best VAL_ACC: 97.86, running 9∑9 (45%/20), starting new job                                              
2025-08-05 14:07:03: BoTorchGenerator, best VAL_ACC: 97.86, running/unknown 9/1∑10 (50%/20), started new job                                    
2025-08-05 14:07:24: BoTorchGenerator, best VAL_ACC: 97.86, running/pending 9/1∑10 (50%/20), getting new HP set                                 
2025-08-05 14:08:15: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 9/1∑10 (45%/20), requested 1 jobs, got 1, 59.76 s/job             
2025-08-05 14:08:41: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 9/1∑10 (45%/20), eval #1/1 start                                  
2025-08-05 14:09:16: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 9/1∑10 (45%/20), starting new job                                 
2025-08-05 14:09:27: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 9/1/1∑11 (50%/20), started new job                        
2025-08-05 14:09:38: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/pending 9/1/1∑11 (50%/20), new result: 90.26                      
2025-08-05 14:10:09: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), finishing jobs (_get_next_trials), finished 1 job           
2025-08-05 14:10:26: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), getting new HP set                                          
2025-08-05 14:11:09: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), requested 1 jobs, got 1, 50.30 s/job                        
2025-08-05 14:11:24: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), eval #1/1 start                                             
2025-08-05 14:11:55: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (45%/20), starting new job                                            
2025-08-05 14:12:07: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 9/1/1∑11 (50%/20), started new job                        
2025-08-05 14:12:21: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 10/1∑11 (50%/20), new result: 9.82                                
2025-08-05 14:12:52: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), finishing jobs (_get_next_trials), finished 1 job           
2025-08-05 14:13:11: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), getting new HP set                                          
2025-08-05 14:13:45: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), requested 1 jobs, got 1, 39.98 s/job                        
2025-08-05 14:14:09: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (50%/20), eval #1/1 start                                             
2025-08-05 14:14:31: BoTorchGenerator, best VAL_ACC: 97.86, running 10∑10 (40%/20), starting new job                                            
2025-08-05 14:14:44: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 8/2/1∑11 (45%/20), started new job                        
2025-08-05 14:15:05: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 9/2∑11 (45%/20), new result: 96.97                                
2025-08-05 14:15:05: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 9/2∑11 (45%/20), new result: 9.8                                  
2025-08-05 14:15:47: BoTorchGenerator, best VAL_ACC: 97.86, running 9∑9 (45%/20), finishing jobs (_get_next_trials), finished 2 jobs            
2025-08-05 14:16:02: BoTorchGenerator, best VAL_ACC: 97.86, running 9∑9 (45%/20), getting new HP set                                            
2025-08-05 14:16:42: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 7/2∑9 (35%/20), requested 1 jobs, got 1, 45.85 s/job              
2025-08-05 14:16:55: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 7/2∑9 (35%/20), eval #1/1 start                                   
2025-08-05 14:17:15: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 7/2∑9 (35%/20), starting new job                                  
2025-08-05 14:17:26: BoTorchGenerator, best VAL_ACC: 97.86, running/completed/unknown 7/2/1∑10 (40%/20), started new job                        
2025-08-05 14:17:36: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 8/2∑10 (40%/20), new result: 9.8                                  
2025-08-05 14:17:36: BoTorchGenerator, best VAL_ACC: 97.86, running/completed 8/2∑10 (40%/20), new result: 9.8                                  
2025-08-05 14:18:17: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), finishing jobs, finished 2 jobs                               
2025-08-05 14:18:48: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (40%/20), waiting for 8 jobs                                            
2025-08-05 14:19:14: BoTorchGenerator, best VAL_ACC: 97.86, running 8∑8 (35%/20), new result: 98.1                                              
2025-08-05 14:19:47: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 8 jobs, finished 1 job                             
2025-08-05 14:19:59: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:20:20: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:20:45: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:21:02: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:21:27: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:21:49: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:22:08: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:22:24: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:22:41: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:23:02: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:23:18: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), waiting for 7 jobs                                             
2025-08-05 14:23:40: BoTorchGenerator, best VAL_ACC: 98.1, running 7∑7 (35%/20), new result: 97.89                                              
2025-08-05 14:24:16: BoTorchGenerator, best VAL_ACC: 98.1, running 6∑6 (30%/20), waiting for 7 jobs, finished 1 job                             
2025-08-05 14:24:27: BoTorchGenerator, best VAL_ACC: 98.1, running 6∑6 (30%/20), waiting for 6 jobs                                             
2025-08-05 14:24:51: BoTorchGenerator, best VAL_ACC: 98.1, running 6∑6 (30%/20), waiting for 6 jobs                                             
2025-08-05 14:25:08: BoTorchGenerator, best VAL_ACC: 98.1, running 6∑6 (30%/20), waiting for 6 jobs                                             
2025-08-05 14:25:27: BoTorchGenerator, best VAL_ACC: 98.1, running 6∑6 (30%/20), new result: 11.35                                              
2025-08-05 14:26:35: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (25%/20), waiting for 6 jobs, finished 1 job                             
2025-08-05 14:26:50: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 14:27:08: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 14:27:24: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 14:27:40: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (25%/20), waiting for 5 jobs                                             
2025-08-05 14:27:54: BoTorchGenerator, best VAL_ACC: 98.1, running 5∑5 (20%/20), new result: 9.8                                                
2025-08-05 14:28:25: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 5 jobs, finished 1 job                             
2025-08-05 14:28:37: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:29:06: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:29:25: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:29:43: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:29:58: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:30:14: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:30:30: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:30:48: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:31:03: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:31:30: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:31:52: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:32:10: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:32:25: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (20%/20), waiting for 4 jobs                                             
2025-08-05 14:32:42: BoTorchGenerator, best VAL_ACC: 98.1, running 4∑4 (15%/20), new result: 98.2                                               
2025-08-05 14:33:19: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 4 jobs, finished 1 job                             
2025-08-05 14:33:41: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:34:01: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:34:17: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:34:34: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:34:50: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:35:06: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), waiting for 3 jobs                                             
2025-08-05 14:35:22: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (10%/20), new result: 98.02                                              
2025-08-05 14:37:09: BoTorchGenerator, best VAL_ACC: 98.2, running 2∑2 (5%/20), waiting for 3 jobs, finished 1 job                              
2025-08-05 14:37:20: BoTorchGenerator, best VAL_ACC: 98.2, running 2∑2 (5%/20), waiting for 2 jobs                                              
2025-08-05 14:37:36: BoTorchGenerator, best VAL_ACC: 98.2, running 2∑2 (0%/20), new result: 97.88                                               
2025-08-05 14:37:36: BoTorchGenerator, best VAL_ACC: 98.2, running 2∑2 (0%/20), new result: 96.33                                               
2025-08-05 14:38:21: BoTorchGenerator, best VAL_ACC: 98.2, waiting for 2 jobs, finished 2 jobs                                                  
2025-08-05 14:38:37: BoTorchGenerator, best VAL_ACC: 98.2, getting new HP set                                                                   
2025-08-05 14:38:56: BoTorchGenerator, best VAL_ACC: 98.2, requested 1 jobs, got 1, 22.90 s/job                                                 
2025-08-05 14:39:04: BoTorchGenerator, best VAL_ACC: 98.2, eval #1/1 start                                                                      
2025-08-05 14:39:15: BoTorchGenerator, best VAL_ACC: 98.2, starting new job                                                                     
2025-08-05 14:39:26: BoTorchGenerator, best VAL_ACC: 98.2, unknown 1∑1 (5%/20), started new job                                                 
2025-08-05 14:39:43: BoTorchGenerator, best VAL_ACC: 98.2, pending 1∑1 (5%/20), getting new HP set                                              
2025-08-05 14:40:04: BoTorchGenerator, best VAL_ACC: 98.2, pending 1∑1 (5%/20), requested 1 jobs, got 1, 22.86 s/job                            
2025-08-05 14:40:12: BoTorchGenerator, best VAL_ACC: 98.2, pending 1∑1 (5%/20), eval #1/1 start                                                 
2025-08-05 14:40:23: BoTorchGenerator, best VAL_ACC: 98.2, pending 1∑1 (5%/20), starting new job                                                
2025-08-05 14:40:34: BoTorchGenerator, best VAL_ACC: 98.2, pending/unknown 1/1∑2 (10%/20), started new job                                      
2025-08-05 14:40:50: BoTorchGenerator, best VAL_ACC: 98.2, pending 2∑2 (10%/20), getting new HP set                                             
2025-08-05 14:41:09: BoTorchGenerator, best VAL_ACC: 98.2, pending/running 1/1∑2 (10%/20), requested 1 jobs, got 1, 23.83 s/job                 
2025-08-05 14:41:18: BoTorchGenerator, best VAL_ACC: 98.2, pending/running 1/1∑2 (10%/20), eval #1/1 start                                      
2025-08-05 14:41:28: BoTorchGenerator, best VAL_ACC: 98.2, pending/running 1/1∑2 (10%/20), starting new job                                     
2025-08-05 14:41:38: BoTorchGenerator, best VAL_ACC: 98.2, pending/running/unknown 1/1/1∑3 (15%/20), started new job                            
2025-08-05 14:41:54: BoTorchGenerator, best VAL_ACC: 98.2, pending/running 2/1∑3 (15%/20), getting new HP set                                   
2025-08-05 14:42:15: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), requested 1 jobs, got 1, 23.27 s/job                           
2025-08-05 14:42:23: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), eval #1/1 start                                                
2025-08-05 14:42:34: BoTorchGenerator, best VAL_ACC: 98.2, running 3∑3 (15%/20), starting new job                                               
2025-08-05 14:42:45: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 3/1∑4 (20%/20), started new job                                      
2025-08-05 14:43:11: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 3/1∑4 (20%/20), getting new HP set                                   
2025-08-05 14:43:32: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 3/1∑4 (20%/20), requested 1 jobs, got 1, 30.86 s/job                 
2025-08-05 14:43:46: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 3/1∑4 (20%/20), eval #1/1 start                                      
2025-08-05 14:43:57: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 3/1∑4 (20%/20), starting new job                                     
2025-08-05 14:44:09: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/unknown 3/1/1∑5 (25%/20), started new job                            
2025-08-05 14:44:25: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 3/2∑5 (25%/20), getting new HP set                                   
2025-08-05 14:44:45: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 4/1∑5 (25%/20), requested 1 jobs, got 1, 22.76 s/job                 
2025-08-05 14:44:54: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 4/1∑5 (25%/20), eval #1/1 start                                      
2025-08-05 14:45:05: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 4/1∑5 (25%/20), starting new job                                     
2025-08-05 14:45:20: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/unknown 4/1/1∑6 (30%/20), started new job                            
2025-08-05 14:45:36: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 5/1∑6 (30%/20), getting new HP set                                   
2025-08-05 14:45:57: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 5/1∑6 (30%/20), requested 1 jobs, got 1, 25.32 s/job                 
2025-08-05 14:46:06: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 5/1∑6 (30%/20), eval #1/1 start                                      
2025-08-05 14:46:16: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 5/1∑6 (30%/20), starting new job                                     
2025-08-05 14:46:26: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/unknown 5/1/1∑7 (35%/20), started new job                            
2025-08-05 14:46:43: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 6/1∑7 (35%/20), getting new HP set                                   
2025-08-05 14:47:02: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 6/1∑7 (35%/20), requested 1 jobs, got 1, 24.21 s/job                 
2025-08-05 14:47:11: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 6/1∑7 (35%/20), eval #1/1 start                                      
2025-08-05 14:47:21: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 6/1∑7 (35%/20), starting new job                                     
2025-08-05 14:47:31: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/unknown 6/1/1∑8 (40%/20), started new job                            
2025-08-05 14:47:46: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 6/2∑8 (40%/20), getting new HP set                                   
2025-08-05 14:48:05: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 7/1∑8 (40%/20), requested 1 jobs, got 1, 22.39 s/job                 
2025-08-05 14:48:15: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 7/1∑8 (40%/20), eval #1/1 start                                      
2025-08-05 14:48:25: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 7/1∑8 (40%/20), starting new job                                     
2025-08-05 14:48:36: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/unknown 7/1/1∑9 (45%/20), started new job                            
2025-08-05 14:48:53: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 7/2∑9 (45%/20), getting new HP set                                   
2025-08-05 14:49:11: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), requested 1 jobs, got 1, 23.80 s/job                 
2025-08-05 14:49:22: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), eval #1/1 start                                      
2025-08-05 14:49:32: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), starting new job                                     
2025-08-05 14:49:43: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed/unknown 7/1/1/1∑10 (45%/20), started new job               
2025-08-05 14:50:04: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 8/1/1∑10 (45%/20), new result: 97.97                       
2025-08-05 14:50:35: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), finishing jobs (_get_next_trials), finished 1 job    
2025-08-05 14:50:49: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), getting new HP set                                   
2025-08-05 14:51:08: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), requested 1 jobs, got 1, 23.87 s/job                 
2025-08-05 14:51:17: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (45%/20), eval #1/1 start                                      
2025-08-05 14:51:40: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/1/1∑9 (40%/20), starting new job                         
2025-08-05 14:51:51: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed/unknown 7/1/1/1∑10 (45%/20), started new job               
2025-08-05 14:52:34: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 8/1/1∑10 (45%/20), new result: 97.08                       
2025-08-05 14:53:13: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 8/1∑9 (40%/20), finishing jobs (_get_next_trials), finished 1 job    
2025-08-05 14:53:27: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/1/1∑9 (40%/20), getting new HP set                       
2025-08-05 14:53:45: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/1/1∑9 (40%/20), requested 1 jobs, got 1, 23.46 s/job     
2025-08-05 14:53:54: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/1/1∑9 (40%/20), eval #1/1 start                          
2025-08-05 14:54:05: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/1/1∑9 (40%/20), starting new job                         
2025-08-05 14:54:16: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed/unknown 7/1/1/1∑10 (45%/20), started new job               
2025-08-05 14:54:28: BoTorchGenerator, best VAL_ACC: 98.2, running/pending/completed 7/2/1∑10 (45%/20), new result: 96.14                       
2025-08-05 14:55:11: BoTorchGenerator, best VAL_ACC: 98.2, running 9∑9 (45%/20), finishing jobs (_get_next_trials), finished 1 job              
2025-08-05 14:55:24: BoTorchGenerator, best VAL_ACC: 98.2, running 9∑9 (45%/20), getting new HP set                                             
2025-08-05 14:55:50: BoTorchGenerator, best VAL_ACC: 98.2, running 9∑9 (45%/20), requested 1 jobs, got 1, 30.73 s/job                           
2025-08-05 14:56:00: BoTorchGenerator, best VAL_ACC: 98.2, running 9∑9 (45%/20), eval #1/1 start                                                
2025-08-05 14:56:21: BoTorchGenerator, best VAL_ACC: 98.2, running 9∑9 (45%/20), starting new job                                               
2025-08-05 14:56:36: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 9/1∑10 (50%/20), started new job                                     
2025-08-05 14:56:53: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 9/1∑10 (50%/20), getting new HP set                                  
2025-08-05 14:57:26: BoTorchGenerator, best VAL_ACC: 98.2, running 10∑10 (50%/20), requested 1 jobs, got 1, 37.34 s/job                         
2025-08-05 14:57:36: BoTorchGenerator, best VAL_ACC: 98.2, running 10∑10 (50%/20), eval #1/1 start                                              
2025-08-05 14:57:45: BoTorchGenerator, best VAL_ACC: 98.2, running 10∑10 (50%/20), starting new job                                             
2025-08-05 14:57:56: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 10/1∑11 (55%/20), started new job                                    
2025-08-05 14:58:13: BoTorchGenerator, best VAL_ACC: 98.2, running 11∑11 (55%/20), getting new HP set                                           
2025-08-05 14:58:55: BoTorchGenerator, best VAL_ACC: 98.2, running 11∑11 (55%/20), requested 1 jobs, got 1, 46.11 s/job                         
2025-08-05 14:59:09: BoTorchGenerator, best VAL_ACC: 98.2, running 11∑11 (55%/20), eval #1/1 start                                              
2025-08-05 14:59:21: BoTorchGenerator, best VAL_ACC: 98.2, running 11∑11 (55%/20), starting new job                                             
2025-08-05 14:59:35: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 11/1∑12 (60%/20), started new job                                    
2025-08-05 15:00:00: BoTorchGenerator, best VAL_ACC: 98.2, running 12∑12 (60%/20), getting new HP set                                           
2025-08-05 15:00:34: BoTorchGenerator, best VAL_ACC: 98.2, running 12∑12 (60%/20), requested 1 jobs, got 1, 38.39 s/job                         
2025-08-05 15:00:44: BoTorchGenerator, best VAL_ACC: 98.2, running 12∑12 (60%/20), eval #1/1 start                                              
2025-08-05 15:00:55: BoTorchGenerator, best VAL_ACC: 98.2, running 12∑12 (60%/20), starting new job                                             
2025-08-05 15:01:06: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 12/1∑13 (65%/20), started new job                                    
2025-08-05 15:01:31: BoTorchGenerator, best VAL_ACC: 98.2, running 13∑13 (65%/20), getting new HP set                                           
2025-08-05 15:02:17: BoTorchGenerator, best VAL_ACC: 98.2, running 13∑13 (65%/20), requested 1 jobs, got 1, 49.46 s/job                         
2025-08-05 15:02:35: BoTorchGenerator, best VAL_ACC: 98.2, running 13∑13 (65%/20), eval #1/1 start                                              
2025-08-05 15:02:58: BoTorchGenerator, best VAL_ACC: 98.2, running 13∑13 (65%/20), starting new job                                             
2025-08-05 15:03:25: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 13/1∑14 (70%/20), started new job                                    
2025-08-05 15:03:55: BoTorchGenerator, best VAL_ACC: 98.2, running 14∑14 (70%/20), getting new HP set                                           
2025-08-05 15:04:35: BoTorchGenerator, best VAL_ACC: 98.2, running 14∑14 (70%/20), requested 1 jobs, got 1, 46.25 s/job                         
2025-08-05 15:04:54: BoTorchGenerator, best VAL_ACC: 98.2, running 14∑14 (70%/20), eval #1/1 start                                              
2025-08-05 15:05:06: BoTorchGenerator, best VAL_ACC: 98.2, running 14∑14 (70%/20), starting new job                                             
2025-08-05 15:05:18: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 14/1∑15 (75%/20), started new job                                    
2025-08-05 15:05:35: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), getting new HP set                                           
2025-08-05 15:05:55: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), requested 1 jobs, got 1, 25.07 s/job                         
2025-08-05 15:06:06: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), eval #1/1 start                                              
2025-08-05 15:06:18: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), starting new job                                             
2025-08-05 15:06:29: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 15/1∑16 (80%/20), started new job                                    
2025-08-05 15:06:45: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), getting new HP set                                           
2025-08-05 15:07:07: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), requested 1 jobs, got 1, 24.85 s/job                         
2025-08-05 15:07:17: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), eval #1/1 start                                              
2025-08-05 15:07:27: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), starting new job                                             
2025-08-05 15:07:39: BoTorchGenerator, best VAL_ACC: 98.2, running/unknown 16/1∑17 (85%/20), started new job                                    
2025-08-05 15:07:55: BoTorchGenerator, best VAL_ACC: 98.2, running/pending 16/1∑17 (85%/20), waiting for 17 jobs                                
2025-08-05 15:08:13: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (85%/20), waiting for 17 jobs                                          
2025-08-05 15:08:30: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (85%/20), waiting for 17 jobs                                          
2025-08-05 15:08:47: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (85%/20), waiting for 17 jobs                                          
2025-08-05 15:09:04: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (85%/20), waiting for 17 jobs                                          
2025-08-05 15:09:20: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (85%/20), waiting for 17 jobs                                          
2025-08-05 15:09:37: BoTorchGenerator, best VAL_ACC: 98.2, running 17∑17 (80%/20), new result: 88.29                                            
2025-08-05 15:10:10: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 17 jobs, finished 1 job                          
2025-08-05 15:10:20: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:10:37: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:10:54: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:11:26: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:11:56: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:12:27: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:12:45: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:13:06: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:13:22: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:13:38: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:13:54: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:14:16: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:14:42: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:14:59: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:15:15: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (80%/20), waiting for 16 jobs                                          
2025-08-05 15:15:30: BoTorchGenerator, best VAL_ACC: 98.2, running 16∑16 (75%/20), new result: 97.73                                            
2025-08-05 15:16:07: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), waiting for 16 jobs, finished 1 job                          
2025-08-05 15:16:34: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), waiting for 15 jobs                                          
2025-08-05 15:17:06: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), waiting for 15 jobs                                          
2025-08-05 15:17:29: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), waiting for 15 jobs                                          
2025-08-05 15:17:52: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), waiting for 15 jobs                                          
2025-08-05 15:18:09: BoTorchGenerator, best VAL_ACC: 98.2, running 15∑15 (75%/20), new result: 98.23                                            
2025-08-05 15:18:49: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 15 jobs, finished 1 job                         
2025-08-05 15:18:59: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:19:34: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:20:09: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:20:33: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:20:52: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:21:10: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:21:26: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:21:47: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:22:09: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:22:26: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:22:44: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:23:01: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:23:17: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:23:33: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:23:51: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:24:07: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:24:26: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:24:42: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (70%/20), waiting for 14 jobs                                         
2025-08-05 15:25:13: BoTorchGenerator, best VAL_ACC: 98.23, running 14∑14 (65%/20), new result: 98.02                                           
2025-08-05 15:25:52: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 14 jobs, finished 1 job                         
2025-08-05 15:26:05: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:26:24: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:26:40: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:26:57: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:27:30: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:27:54: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (65%/20), waiting for 13 jobs                                         
2025-08-05 15:28:09: BoTorchGenerator, best VAL_ACC: 98.23, running 13∑13 (60%/20), new result: 98.29                                           
2025-08-05 15:28:43: BoTorchGenerator, best VAL_ACC: 98.29, running 12∑12 (60%/20), waiting for 13 jobs, finished 1 job                         
2025-08-05 15:28:57: BoTorchGenerator, best VAL_ACC: 98.29, running 12∑12 (60%/20), waiting for 12 jobs                                         
2025-08-05 15:29:15: BoTorchGenerator, best VAL_ACC: 98.29, running 12∑12 (60%/20), waiting for 12 jobs                                         
2025-08-05 15:29:31: BoTorchGenerator, best VAL_ACC: 98.29, running 12∑12 (60%/20), new result: 98.43                                           
2025-08-05 15:31:12: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 12 jobs, finished 1 job                         
2025-08-05 15:31:40: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:32:05: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:32:21: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:32:39: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:32:58: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:33:15: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:33:46: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:34:13: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:34:39: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:35:06: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:35:25: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:35:43: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:36:01: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:36:22: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:36:39: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:36:55: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:37:12: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:37:33: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:37:49: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:38:18: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         
2025-08-05 15:38:40: BoTorchGenerator, best VAL_ACC: 98.43, running 11∑11 (55%/20), waiting for 11 jobs                                         

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1754388662.7948549,20,0,0
1754388668.2826533,20,0,0
1754388668.7888288,20,0,0
1754388675.7882516,20,0,0
1754388688.2941108,20,0,0
1754388698.3001928,20,0,0
1754388702.797552,20,0,0
1754388709.7081375,20,1,5
1754388715.2653978,20,1,5
1754388725.200803,20,1,5
1754388729.7066305,20,1,5
1754388734.145997,20,1,5
1754388740.233851,20,2,10
1754388745.7151668,20,2,10
1754388755.2237976,20,2,10
1754388767.9590204,20,2,10
1754388773.0908282,20,2,10
1754388778.9266376,20,3,15
1754388786.7161272,20,3,15
1754388796.11825,20,3,15
1754388801.0864656,20,3,15
1754388805.7657275,20,3,15
1754388811.8369834,20,4,20
1754388818.7933993,20,4,20
1754388829.704506,20,4,20
1754388834.2648523,20,4,20
1754388839.699089,20,4,20
1754388845.9063404,20,5,25
1754388851.7948577,20,5,25
1754388861.708343,20,5,25
1754388866.8029916,20,5,25
1754388871.7165387,20,5,25
1754388877.8476584,20,6,30
1754388883.7130754,20,6,30
1754388893.0981398,20,6,30
1754388898.016864,20,6,30
1754388902.9214451,20,6,30
1754388909.706874,20,7,35
1754388915.318072,20,7,35
1754388926.2357328,20,7,35
1754388931.9284968,20,7,35
1754388937.711289,20,7,35
1754388944.8348362,20,8,40
1754388950.7198896,20,8,40
1754388962.7983205,20,8,40
1754388967.7823195,20,8,40
1754388973.7821076,20,8,40
1754388979.8400347,20,9,45
1754388985.707671,20,9,45
1754388997.2192812,20,9,45
1754389002.7897203,20,9,45
1754389008.2727606,20,9,45
1754389015.050759,20,10,50
1754389020.9022849,20,10,50
1754389031.9123766,20,10,50
1754389036.8081403,20,10,50
1754389041.9912713,20,10,50
1754389048.715218,20,11,55
1754389054.8262968,20,11,55
1754389073.7136528,20,10,50
1754389079.0317898,20,9,45
1754389091.7042642,20,9,45
1754389098.2164345,20,10,50
1754389104.0689046,20,10,50
1754389104.0746913,20,10,50
1754389112.0771394,20,10,50
1754389112.7100568,20,10,50
1754389125.7134764,20,10,50
1754389132.2511003,20,10,50
1754389147.9443758,20,10,50
1754389153.108551,20,10,50
1754389158.7211034,20,10,50
1754389165.9820702,20,11,55
1754389172.73487,20,11,55
1754389183.7599168,20,11,55
1754389188.953696,20,11,55
1754389195.276468,20,11,55
1754389201.850444,20,12,60
1754389209.6970458,20,12,60
1754389221.0860589,20,12,60
1754389227.9273515,20,12,60
1754389233.7966747,20,12,60
1754389241.7114415,20,12,60
1754389252.719192,20,12,60
1754389258.0029988,20,12,60
1754389279.8617227,20,11,55
1754389285.9305809,20,11,55
1754389297.05748,20,11,55
1754389302.283893,20,11,55
1754389308.7118447,20,11,55
1754389318.1839836,20,12,60
1754389324.9729872,20,12,60
1754389330.7175243,20,12,60
1754389342.7097118,20,12,60
1754389350.8134549,20,12,60
1754389363.1582623,20,12,60
1754389368.8545501,20,12,60
1754389375.9017444,20,12,60
1754389382.8594089,20,13,65
1754389390.1765218,20,13,65
1754389401.734182,20,12,60
1754389407.8492827,20,12,60
1754389420.0580385,20,12,60
1754389427.1855605,20,13,65
1754389434.3137896,20,13,65
1754389441.744664,20,13,65
1754389454.9992359,20,13,65
1754389461.929447,20,13,65
1754389474.7993386,20,13,65
1754389480.717639,20,12,60
1754389494.7174618,20,12,60
1754389501.8730345,20,13,65
1754389514.0616102,20,12,60
1754389514.0695078,20,12,60
1754389522.7202177,20,12,60
1754389523.7258265,20,12,60
1754389537.7015657,20,12,60
1754389543.7200308,20,12,60
1754389555.2013934,20,12,60
1754389561.0731418,20,12,60
1754389567.0960748,20,12,60
1754389574.1230261,20,13,65
1754389584.086726,20,13,65
1754389584.1616282,20,13,65
1754389584.2815816,20,13,65
1754389595.7155426,20,13,65
1754389607.7018268,20,13,65
1754389620.1339417,20,13,65
1754389631.7257643,20,13,65
1754389643.248412,20,13,65
1754389654.9192212,20,11,55
1754389654.9228313,20,11,55
1754389662.8679767,20,11,55
1754389662.8821394,20,11,55
1754389678.6916664,20,11,55
1754389684.706911,20,11,55
1754389696.705231,20,11,55
1754389707.7318666,20,11,55
1754389713.9121718,20,10,50
1754389731.799812,20,9,45
1754389737.7527215,20,9,45
1754389748.7156358,20,9,45
1754389754.7022188,20,9,45
1754389768.260806,20,9,45
1754389778.8594856,20,8,40
1754389791.0260978,20,8,40
1754389799.721318,20,8,40
1754389815.7399633,20,8,40
1754389824.7072935,20,8,40
1754389837.7049937,20,7,35
1754389845.844729,20,7,35
1754389861.7246342,20,7,35
1754389868.8279815,20,7,35
1754389879.8981886,20,7,35
1754389892.0811503,20,7,35
1754389903.694627,20,7,35
1754389915.7098625,20,7,35
1754389927.7089427,20,7,35
1754389934.0357184,20,6,30
1754389947.690686,20,6,30
1754389953.715818,20,6,30
1754389968.8094928,20,5,25
1754389976.00742,20,5,25
1754389988.1408584,20,5,25
1754389994.6998286,20,5,25
1754390005.7735367,20,5,25
1754390017.725568,20,5,25
1754390029.7057316,20,5,25
1754390041.8188026,20,4,20
1754390048.0947144,20,4,20
1754390061.2228913,20,4,20
1754390067.7068753,20,4,20
1754390078.9249284,20,4,20
1754390090.7751167,20,4,20
1754390104.6999617,20,4,20
1754390116.7119033,20,4,20
1754390128.7062638,20,3,15
1754390135.2774634,20,3,15
1754390148.7378888,20,3,15
1754390154.7198431,20,3,15
1754390167.7112236,20,3,15
1754390179.3076532,20,3,15
1754390191.1087193,20,3,15
1754390202.3086548,20,3,15
1754390214.6936858,20,3,15
1754390225.7218602,20,3,15
1754390231.72918,20,2,10
1754390245.7127185,20,2,10
1754390251.7136898,20,1,5
1754390262.802295,20,1,5
1754390269.3020658,20,1,5
1754390288.0745344,20,0,0
1754390296.1428933,20,0,0
1754390307.1599073,20,0,0
1754390314.1768267,20,0,0
1754390325.9130917,20,0,0
1754390337.035543,20,0,0
1754390349.2861352,20,0,0
1754390355.9860525,20,0,0
1754390362.8832433,20,0,0
1754390370.7143426,20,1,5
1754390383.1988342,20,1,5
1754390395.7776403,20,1,5
1754390402.7336009,20,1,5
1754390408.871458,20,1,5
1754390415.9030123,20,2,10
1754390427.7138178,20,2,10
1754390440.7152603,20,2,10
1754390446.7099235,20,2,10
1754390453.1870973,20,2,10
1754390460.1865413,20,3,15
1754390471.9573877,20,3,15
1754390484.749134,20,3,15
1754390490.9653292,20,3,15
1754390498.1900358,20,3,15
1754390505.2270143,20,4,20
1754390516.7118459,20,4,20
1754390542.7080166,20,3,15
1754390550.6988547,20,3,15
1754390558.2208848,20,3,15
1754390565.8540416,20,4,20
1754390572.7149873,20,4,20
1754390579.7153928,20,4,20
1754390593.236074,20,4,20
1754390602.7240653,20,4,20
1754390616.0195236,20,2,10
1754390622.709616,20,2,10
1754390630.733264,20,2,10
1754390638.8370373,20,3,15
1754390646.0542321,20,3,15
1754390646.0605743,20,3,15
1754390654.7964513,20,3,15
1754390654.8056054,20,3,15
1754390682.2150548,20,2,10
1754390692.8240724,20,2,10
1754390706.2416763,20,2,10
1754390712.7031183,20,2,10
1754390719.8455877,20,2,10
1754390728.1867142,20,3,15
1754390736.0314307,20,3,15
1754390742.155721,20,3,15
1754390761.9736314,20,2,10
1754390771.0695646,20,2,10
1754390785.1242588,20,2,10
1754390791.713054,20,2,10
1754390799.7198074,20,2,10
1754390807.0124605,20,3,15
1754390815.066408,20,3,15
1754390821.8320117,20,3,15
1754390839.71563,20,3,15
1754390849.0167713,20,3,15
1754390862.7026787,20,3,15
1754390869.7439759,20,3,15
1754390876.7084196,20,3,15
1754390884.8695633,20,4,20
1754390895.0134695,20,4,20
1754390914.1438322,20,3,15
1754390920.972013,20,3,15
1754390927.811637,20,3,15
1754390935.8679342,20,4,20
1754390943.257536,20,4,20
1754390950.039144,20,4,20
1754390963.988047,20,4,20
1754390973.7804418,20,4,20
1754390987.7128778,20,4,20
1754390994.6970382,20,4,20
1754391002.8814518,20,4,20
1754391010.8409755,20,5,25
1754391021.7085676,20,5,25
1754391036.2156363,20,5,25
1754391044.8512337,20,5,25
1754391052.7009654,20,5,25
1754391061.2920556,20,6,30
1754391072.2445605,20,6,30
1754391086.7140958,20,5,25
1754391093.7020202,20,5,25
1754391101.160904,20,5,25
1754391111.1166542,20,6,30
1754391118.9651895,20,6,30
1754391126.0943792,20,5,25
1754391156.7422497,20,4,20
1754391168.7578807,20,4,20
1754391185.1034591,20,4,20
1754391193.724083,20,4,20
1754391202.080854,20,4,20
1754391211.7146013,20,5,25
1754391220.0255728,20,5,25
1754391220.0306764,20,5,25
1754391229.7038817,20,5,25
1754391229.7097127,20,5,25
1754391252.710751,20,5,25
1754391262.9200318,20,5,25
1754391278.0573838,20,4,20
1754391285.012844,20,4,20
1754391297.9520278,20,4,20
1754391306.7209752,20,5,25
1754391314.9637547,20,5,25
1754391322.7164874,20,5,25
1754391337.7195399,20,5,25
1754391347.9173267,20,5,25
1754391363.8716068,20,5,25
1754391371.1885126,20,5,25
1754391378.7109113,20,5,25
1754391386.8377073,20,6,30
1754391400.9568183,20,6,30
1754391420.090739,20,6,30
1754391428.7041967,20,6,30
1754391436.8307536,20,6,30
1754391444.9257133,20,7,35
1754391457.8849854,20,7,35
1754391472.6986756,20,7,35
1754391480.7993402,20,7,35
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1754399586.0494635,20,16,80
1754399602.71507,20,16,80
1754399618.834955,20,16,80
1754399634.808946,20,16,80
1754399656.8343816,20,16,80
1754399682.7273102,20,16,80
1754399699.2264714,20,16,80
1754399715.7278633,20,16,80
1754399730.959071,20,15,75
1754399742.7090917,20,15,75
1754399767.9677444,20,15,75
1754399794.704363,20,15,75
1754399825.7513826,20,15,75
1754399849.7207263,20,15,75
1754399871.0822372,20,15,75
1754399889.215045,20,15,75
1754399900.7192068,20,14,70
1754399929.188675,20,14,70
1754399939.2012157,20,14,70
1754399974.262687,20,14,70
1754400009.7006326,20,14,70
1754400033.719847,20,14,70
1754400051.7381818,20,14,70
1754400070.1164458,20,14,70
1754400086.7736661,20,14,70
1754400107.2274206,20,14,70
1754400129.168093,20,14,70
1754400146.8812773,20,14,70
1754400164.7110598,20,14,70
1754400181.7138815,20,14,70
1754400197.7182617,20,14,70
1754400213.914874,20,14,70
1754400231.0548222,20,14,70
1754400247.7130668,20,14,70
1754400265.0696456,20,14,70
1754400282.720645,20,14,70
1754400313.8097732,20,13,65
1754400329.7564757,20,13,65
1754400352.9549384,20,13,65
1754400364.7137713,20,13,65
1754400384.04172,20,13,65
1754400400.3016698,20,13,65
1754400417.7207918,20,13,65
1754400450.1952832,20,13,65
1754400474.0945637,20,13,65
1754400489.9015124,20,12,60
1754400502.125261,20,12,60
1754400523.962255,20,12,60
1754400537.70962,20,12,60
1754400555.716253,20,12,60
1754400571.2521746,20,12,60
1754400617.864803,20,11,55

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timestamp,ram_usage_mb,cpu_usage_percent
1754388658,711.09765625,4.2
1754388662,711.59765625,4.3
1754388668,711.59765625,4.1
1754388668,711.59765625,9.1
1754388668,711.59765625,4.1
1754388668,711.59765625,5.2
1754388668,711.59765625,16.7
1754389112,737.2734375,10.0
1754389112,737.7734375,10.0
1754389258,736.6640625,11.1
1754389330,738.97265625,10.0
1754389441,740.27734375,11.1
1754389523,740.56640625,10.0
1754389584,739.046875,4.6
1754389584,739.046875,8.3
1754389584,739.046875,4.7
1754389584,739.046875,8.3
1754389662,741.6484375,4.4
1754389662,741.6484375,7.7
1754389662,741.6484375,18.2
1754389713,743.046875,50.0
1754389754,743.1015625,3.2
1754389754,743.1015625,8.3
1754389799,741.078125,3.9
1754389799,741.078125,7.7
1754389845,743.12109375,4.1
1754389845,743.12109375,8.3
1754389934,741.1015625,3.2
1754389976,741.1015625,3.1
1754389976,741.1015625,8.3
1754390048,741.1015625,20.0
1754390135,741.1015625,4.5
1754390135,741.1015625,20.0
1754390231,741.6015625,4.5
1754390231,741.6015625,14.3
1754390269,742.1015625,4.6
1754390269,742.1015625,15.4
1754390314,742.1015625,4.6
1754390314,742.1015625,8.3
1754390579,763.5859375,4.3
1754390579,763.5859375,15.4
1754390654,766.7265625,4.7
1754390654,766.7265625,8.3
1754390654,766.7265625,5.2
1754390654,766.7265625,9.1
1754390742,765.6640625,5.1
1754390742,765.6640625,7.7
1754390821,766.6640625,4.3
1754390821,766.6640625,8.3
1754390950,767.1640625,4.9
1754390950,767.1640625,8.3
1754391126,771.99609375,5.0
1754391126,771.99609375,7.7
1754391229,768.02734375,7.1
1754391229,768.02734375,18.2
1754391322,769.02734375,11.1
1754391533,768.296875,5.0
1754391533,768.296875,5.0
1754391533,768.296875,12.5
1754391533,768.296875,8.8
1754391695,772.90625,5.0
1754391695,772.90625,6.7
1754391721,769.07421875,4.6
1754391721,769.07421875,8.3
1754391721,769.07421875,3.5
1754391811,769.00390625,10.0
1754391996,768.99609375,4.5
1754391996,768.99609375,7.7
1754393119,769.3515625,4.1
1754393119,769.3515625,8.3
1754393242,769.3515625,4.3
1754393242,769.3515625,7.7
1754393300,769.3515625,3.7
1754393300,769.3515625,14.3
1754393906,769.8515625,4.4
1754393906,769.8515625,23.1
1754393993,769.8515625,11.8
1754393993,769.8515625,21.4
1754394476,773.3515625,4.6
1754394860,772.44921875,4.6
1754394860,772.44921875,8.3
1754395057,776.5390625,4.7
1754395057,776.5390625,12.5
1754395191,776.55859375,4.8
1754395191,776.55859375,7.7
1754395406,773.49609375,4.6
1754395406,773.49609375,7.1
1754395406,773.49609375,12.5
1754395789,779.203125,4.9
1754395789,779.203125,7.7
1754396121,778.0234375,5.1
1754396121,778.0234375,15.4
1754396122,778.0234375,4.9
1754396122,778.0234375,7.7
1754396271,780.0703125,4.6
1754396271,780.0703125,7.7
1754396271,780.0703125,5.0
1754396271,780.0703125,9.1
1754396328,776.2109375,4.6
1754396328,776.2109375,7.7
1754396328,776.2109375,4.8
1754396328,776.2109375,8.3
1754396366,780.1484375,4.8
1754396366,780.1484375,8.3
1754396632,778.140625,5.8
1754396632,778.140625,33.3
1754396752,776.34765625,11.4
1754396752,776.34765625,30.8
1754396885,776.34765625,16.7
1754396885,776.34765625,31.2
1754397172,776.34765625,12.7
1754397172,776.34765625,23.1
1754397359,776.34765625,16.6
1754397359,776.34765625,9.1
1754397470,776.34765625,16.3
1754397470,776.34765625,28.6
1754397470,776.34765625,16.8
1754397470,776.34765625,25.0
1754398213,787.8984375,10.4
1754398213,787.8984375,25.0
1754398363,787.0546875,17.7
1754398363,787.0546875,25.0
1754398483,789.91015625,15.2
1754398483,789.91015625,8.3
1754399275,791.828125,13.5
1754399275,791.828125,7.7
1754399275,791.828125,3.5
1754399275,791.828125,18.8
1754399387,797.8671875,10.0
1754399742,795.84375,12.0
1754399742,795.84375,8.7
1754399900,796.328125,20.0
1754400329,797.25390625,10.3
1754400329,797.25390625,14.3
1754400502,797.25390625,2.9

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VAL_ACC (goal: maximize)

Best value: 98.43
Achieved at:
- run_time = 2848
- epochs = 200
- lr = 1.0E-5
- batch_size = 8
- hidden_size = 2048
- dropout = 0.5
- num_dense_layers = 1
- weight_decay = 0

Parameter statistics