Datasets:

sidms
/

AML

@@ -1,90 +1,101 @@
 trial,latent_dim,beta,hidden_dim,test_recon,silhouette,test_kl,kl_collapsed,epochs,test_loss
-96,64,0.037,64,9.8824,0.0436,105.1848,False,40,13.774200174983736
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-41,32,0.162,128,15.1444,0.0578,34.9479,False,40,20.80598608496172
-78,64,0.118,32,17.0625,0.0485,54.4728,False,40,23.490293305894717
-83,16,0.022,64,18.4049,0.0278,52.0027,False,40,19.548934559053492
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-19,32,0.088,32,18.9862,0.039,58.2843,False,40,24.115192472571806
-95,32,0.015,32,19.2662,0.039,103.6059,False,40,20.82027175177642
-63,32,0.142,32,19.3301,0.0478,50.0312,False,40,26.43452675937625
-61,128,0.214,32,19.5384,0.0584,39.2006,False,40,27.927275334799088
-79,32,0.031,32,20.3827,0.0283,84.3848,False,40,22.99863715628753
-81,64,0.226,32,21.9917,0.0551,37.0111,False,40,30.356246354036355
-98,32,0.292,32,22.0944,0.0538,29.0643,False,40,30.58116150232686
-35,16,0.542,64,22.5753,0.0473,18.262,False,40,32.473256656731635
-89,16,0.542,64,22.5977,0.0506,17.4177,False,40,32.03811640581997
-71,32,0.327,32,22.7206,0.0562,29.7047,False,40,32.434055442361704
-65,32,0.65,64,23.0422,0.0545,18.0252,False,40,34.75862212817129
-92,8,0.075,64,23.1366,0.0158,24.0064,False,40,24.93712969301222
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-53,64,0.452,32,23.4984,0.0643,27.2348,False,40,35.808489750081314
-4,64,0.614,64,23.4998,0.0587,18.6783,False,40,34.9682940696307
-97,8,0.142,64,23.8032,0.0088,20.2538,False,40,26.679210673695206
-60,8,0.075,64,24.0091,0.0205,24.9174,False,40,25.87792995333767
-8,8,0.075,64,24.0446,0.0068,24.7022,False,40,25.89730824992025
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-1,16,0.031,32,25.1106,0.0203,54.3201,False,40,26.794492121353333
-88,64,0.614,64,25.3527,0.0557,17.9373,False,40,36.36625440754948
-59,16,0.055,32,25.6318,0.0306,49.0501,False,40,28.329595346589773
-23,8,0.891,64,26.1415,0.0187,11.538,False,40,36.42187720836826
-90,64,0.756,64,26.317,0.0572,15.562,False,40,38.0818259728095
-80,16,0.142,32,26.32,0.0152,37.865,False,40,31.69683895100455
-0,16,0.026,32,26.7399,0.0323,57.4574,False,40,28.23380998673939
-54,16,0.135,32,27.2277,0.0168,38.2472,False,40,32.39107758863341
-12,16,0.142,32,27.4149,0.0286,37.1085,False,40,32.684272676735134
-36,128,0.11,16,27.7755,0.0557,65.1022,False,40,34.93675675384058
-2,8,1.316,64,27.8867,0.0062,10.0467,False,40,41.10818205103145
-43,16,0.78,32,29.689,0.0292,15.9569,False,40,42.13538726293535
-5,8,3.077,128,30.4798,-0.0033,5.201,False,40,46.48333609674849
-3,128,1.52,64,30.8091,0.0281,9.6928,False,40,45.54219426322308
-26,16,0.998,32,31.0221,0.0187,13.8809,False,40,44.87523511434147
-32,128,0.981,32,31.9117,0.0131,15.7999,False,40,47.41146995594522
-9,128,0.215,16,32.628,0.0533,47.4796,False,40,42.83606829877965
-48,16,2.705,64,32.6688,-0.0357,8.4202,False,40,55.44545548074201
-27,64,0.226,16,32.7907,0.045,43.6605,False,40,42.65795972684398
-37,64,0.073,16,33.1997,0.0221,120.8227,False,40,42.01972195881706
-66,16,2.705,64,33.5537,-0.0635,8.5379,False,40,56.64869591254059
-11,32,2.249,64,33.5691,-0.0538,7.8959,False,40,51.32687906634878
-40,16,2.612,64,33.9817,-0.0664,7.6036,False,40,53.84222414978858
-73,16,1.52,64,34.2189,0.0213,9.4193,False,40,48.536219569405525
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-99,64,1.474,32,35.7868,-0.0297,12.0092,False,40,53.488341231500826
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-47,16,4.786,64,39.6315,-0.1139,5.5935,False,40,66.40202514789175
-24,16,3.203,32,41.0398,-0.104,7.3102,False,40,64.4541765666244
-67,64,0.047,16,41.1392,0.012,157.1076,False,40,48.52327091423138
-18,32,0.604,16,41.2257,0.0199,26.9225,False,40,57.48682333304143
-25,32,0.318,16,41.9896,0.0174,43.6391,False,40,55.866798278622895
-30,128,4.303,64,42.0434,-0.1127,4.4437,False,40,61.16472096755041
-93,16,3.058,32,42.0938,-0.0972,7.4347,False,40,64.82910364737103
-64,64,0.756,16,46.775,0.0164,19.6438,False,40,61.6257411801316
-7,64,0.928,16,46.9346,0.0021,18.3843,False,40,63.99518944655725
-31,64,0.756,16,48.3525,0.0162,17.0758,False,40,61.26174841310549
-84,32,0.086,16,52.5681,-0.0128,91.3318,False,40,60.42260200816904
-29,32,0.257,16,60.6363,-0.021,58.8604,False,40,75.76338143389711
-44,16,3.602,16,71.1891,-0.0974,8.6116,False,40,102.20805871875234
-62,16,0.014,16,77.8421,-0.088,90.4998,False,40,79.10905435160629
-51,16,0.705,16,78.8974,-0.099,30.7118,False,40,100.54923762330176
-33,16,0.013,16,79.3188,-0.0819,94.5159,False,40,80.54751150123224
-76,16,0.459,16,89.4166,-0.099,38.368,False,40,107.02753966012654
-39,8,3.252,16,89.5481,-0.1325,10.808,False,40,124.69559662738004
-45,64,0.214,32,92.9466,0.0516,245.8552,False,40,145.55956027009108
-86,16,0.029,16,99.1367,-0.1086,83.1244,False,40,101.54729035228183
-57,16,0.026,16,100.4787,-0.0927,81.9549,False,40,102.60955932339621
-82,16,0.077,16,102.1078,-0.1249,65.4411,False,40,107.14678702407238
-58,16,0.162,16,105.5325,-0.1209,55.2448,False,40,114.48219467667883
-14,8,0.013,16,107.8465,-0.1298,44.9216,False,40,108.43046446532226
-74,8,2.249,16,128.4818,-0.1275,16.2278,False,40,164.97805771695482
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-22,8,0.046,16,152.8977,-0.1599,43.7077,False,40,154.90828853504678
-34,8,0.459,16,160.856,-0.106,26.5392,False,40,173.03750949607343

 trial,latent_dim,beta,hidden_dim,test_recon,silhouette,test_kl,kl_collapsed,epochs,test_loss
+69,64,0.018,128,14.1148,0.0374,149.9787,False,40,16.814422268439753
+50,64,0.021,128,14.3878,0.0378,140.4429,False,40,17.337135585030524
+11,32,0.286,128,24.4584,0.047,38.5211,False,40,35.475390229214625
+40,16,0.018,128,24.5544,0.0343,54.9265,False,40,25.543089038418234
+73,16,0.154,128,27.3263,0.0319,36.2052,False,40,32.90186881255004
+65,32,0.65,128,27.4427,0.0442,27.6039,False,40,45.38527229205239
+91,16,0.154,128,27.4552,0.0286,35.84,False,40,32.97453466726506
+35,16,0.357,128,27.9955,0.0323,28.0852,False,40,38.021886419682616
+95,128,0.031,64,28.1501,0.0349,257.2854,False,40,36.12599190696307
+89,16,0.357,128,28.3762,0.0301,28.4126,False,40,38.51952936853389
+83,8,0.031,128,31.5701,0.008,31.439,False,40,32.54469917332303
+52,32,0.923,128,31.6616,0.0379,21.5507,False,40,51.552958708451136
+41,32,1.073,128,32.0527,0.0323,19.7254,False,40,53.21813327449068
+94,32,1.073,128,32.2613,0.0268,20.7542,False,40,54.53057061766601
+17,8,0.024,128,32.6504,-0.0003,33.32,False,40,33.45005207509758
+60,8,0.188,128,32.9632,-0.0011,21.4836,False,40,37.002123158839574
+10,128,0.016,64,33.4125,0.0313,333.361,False,40,38.74625229965222
+74,128,0.286,64,34.236,0.0478,53.9798,False,40,49.67423711985214
+92,8,0.188,128,34.349,0.0192,22.0136,False,40,38.48755737777722
+8,8,0.188,128,34.6764,-0.0148,22.3423,False,40,38.87679545339397
+68,8,0.923,128,37.2478,-0.0154,13.7763,False,40,49.963299502648994
+57,16,2.006,128,37.8612,-0.0311,13.3081,False,40,64.55713490964646
+66,16,2.528,128,38.0378,-0.0499,13.6145,False,40,72.45527340309748
+93,16,3.058,128,42.8386,-0.0684,10.292,False,40,74.31156256477838
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+48,16,2.528,128,43.6689,-0.0373,10.7035,False,40,70.72740983317905
+53,64,0.452,64,43.923,0.0173,47.3694,False,40,65.33396119708267
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+49,16,4.589,128,50.5593,-0.1012,9.0197,False,40,91.95081175469673
+19,32,1.273,64,54.2717,-0.052,24.5281,False,40,85.49599429754741
+21,128,1.959,64,64.7636,-0.0775,17.5272,False,40,99.09941875531675
+43,16,0.017,64,64.9867,-0.0685,66.1479,False,40,66.11119837667007
+87,16,0.056,64,69.6673,-0.0916,53.5651,False,40,72.66696523593875
+24,16,2.006,64,71.6804,-0.0969,19.0829,False,40,109.9606625508219
+85,16,2.633,64,72.233,-0.0922,15.6858,False,40,113.53367764971742
+1,16,0.061,64,73.6019,-0.099,52.6559,False,40,76.81389744201611
+90,64,3.978,64,73.749,-0.1142,13.778,False,40,128.5580738683916
+80,16,0.239,64,76.4143,-0.0952,40.9086,False,40,86.19146512123761
+86,16,0.029,64,76.5444,-0.1069,61.7749,False,40,78.33591514821232
+54,16,0.135,64,76.6702,-0.0759,46.2214,False,40,82.91011636183948
+75,128,2.528,64,78.7643,-0.0954,14.1343,False,40,114.49575755229182
+0,16,0.815,64,81.7164,-0.1073,29.4413,False,40,105.71106141651603
+12,16,0.239,64,81.9496,-0.1014,41.4617,False,40,91.8589510713258
+6,32,4.609,64,83.1632,-0.1193,12.5426,False,40,140.97225180456866
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+42,8,0.021,64,85.9641,-0.1065,33.5682,False,40,86.669030776418
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+99,64,1.505,32,187.3512,-0.1134,35.6152,False,40,240.95210589526306
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+34,8,0.489,32,386.7291,-0.0946,25.5349,False,40,399.2156455239973
+55,8,1.54,32,397.7228,-0.0925,20.2632,False,40,428.92810885583464
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+30,128,0.054,16,889.503,-0.077,474.7801,False,40,915.1411724854884
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+39,8,1.088,16,1177.7676,-0.0384,22.7822,False,40,1202.5545600905725
+59,8,0.055,16,1245.6497,-0.0576,35.239,False,40,1247.5878785645702
+5,8,0.076,16,1288.3098,-0.0367,34.1411,False,40,1290.9045560196596