sweep_results/full_hp_analysis/vae_results.csv

trial,latent_dim,beta,hidden_dim,test_recon,silhouette,test_kl,kl_collapsed,epochs,test_loss
142,64,0.01,128,14.4041,0.0317,170.8885,False,40,16.113017450679294
125,64,0.013,128,14.4728,0.0347,163.1562,False,40,16.593846018689952
69,64,0.018,128,14.1148,0.0374,149.9787,False,40,16.814422268439753
122,64,0.013,128,14.7729,0.0295,159.2063,False,40,16.842629390543685
109,64,0.012,128,15.0703,0.0292,167.3249,False,40,17.078247457653625
50,64,0.021,128,14.3878,0.0378,140.4429,False,40,17.337135585030524
118,64,0.014,128,15.5249,0.0379,152.7779,False,40,17.663786792089923
108,64,0.02,128,14.863,0.0341,144.6718,False,40,17.75645177079163
114,64,0.024,128,14.8879,0.0383,137.5639,False,40,18.189410780030276
147,64,0.028,128,15.2777,0.0398,131.883,False,40,18.970381660015512
140,64,0.029,128,15.4231,0.0386,127.652,False,40,19.124991121803692
107,64,0.035,128,15.0055,0.0431,120.0996,False,40,19.20901857736189
141,64,0.043,128,14.8218,0.0431,111.1572,False,40,19.601559964534125
129,64,0.05,128,15.1239,0.0403,107.742,False,40,20.51100237221027
132,32,0.011,128,19.4382,0.0309,98.556,False,40,20.522314103626652
131,64,0.054,128,15.5846,0.0409,102.4353,False,40,21.116128221639812
127,32,0.012,128,19.9613,0.0319,96.4568,False,40,21.11881977003478
110,32,0.012,128,20.4163,0.0386,97.1518,False,40,21.582112569586922
101,32,0.017,128,20.0624,0.0313,91.0337,False,40,21.60993050065052
104,32,0.019,128,20.1253,0.0327,88.0093,False,40,21.797497343343423
139,64,0.063,128,15.6462,0.0456,98.6973,False,40,21.864102143433495
143,32,0.021,128,20.1297,0.0418,87.7697,False,40,21.972857431413882
123,32,0.02,128,20.1635,0.0427,90.6194,False,40,21.975892629728783
105,64,0.06,128,15.796,0.0462,105.7035,False,40,22.138213903153773
136,32,0.027,128,20.2497,0.0369,81.4541,False,40,22.448909975480383
119,32,0.03,128,20.2273,0.0324,83.9015,False,40,22.744372251707617
149,32,0.026,128,20.9722,0.0344,84.2126,False,40,23.161704737070906
102,64,0.077,128,16.5403,0.0436,86.8566,False,40,23.228262195381305
115,32,0.059,128,20.6782,0.0395,69.9009,False,40,24.802355000719324
121,32,0.063,128,20.8124,0.0413,67.8692,False,40,25.088187046355834
113,32,0.054,128,21.4307,0.0402,71.5664,False,40,25.295324078168786
40,16,0.018,128,24.5544,0.0343,54.9265,False,40,25.543089038418234
145,64,0.109,128,17.305,0.0478,78.8576,False,40,25.900478355966023
100,64,0.121,128,17.0856,0.046,73.7546,False,40,26.009956031074864
148,32,0.08,128,20.8976,0.0376,64.6662,False,40,26.070864043578613
124,64,0.111,128,17.6372,0.0462,76.5677,False,40,26.13625184209868
128,64,0.12,128,17.9999,0.0504,68.9036,False,40,26.268323076429894
133,32,0.087,128,20.9519,0.0418,61.3638,False,40,26.290509299158074
106,32,0.08,128,21.2876,0.0361,63.5541,False,40,26.37193411447908
130,64,0.133,128,17.4984,0.0492,76.3922,False,40,27.65852439154449
135,64,0.131,128,19.5438,0.0512,62.9107,False,40,27.785084274919935
112,32,0.102,128,21.7717,0.046,60.0778,False,40,27.89966420761609
138,64,0.154,128,17.8326,0.05,68.3797,False,40,28.36303078681695
111,64,0.156,128,19.1036,0.0525,61.7445,False,40,28.7357209411279
137,64,0.156,128,18.0318,0.0472,69.19,False,40,28.825398015756356
120,32,0.168,128,21.8066,0.0476,49.5218,False,40,30.12631390127727
126,32,0.188,128,22.365,0.0492,48.0372,False,40,31.396030380867195
117,64,0.21,128,19.3913,0.0514,59.3239,False,40,31.84936957534778
83,8,0.031,128,31.5701,0.008,31.439,False,40,32.54469917332303
73,16,0.154,128,27.3263,0.0319,36.2052,False,40,32.90186881255004
91,16,0.154,128,27.4552,0.0286,35.84,False,40,32.97453466726506
134,64,0.219,128,19.9987,0.0542,59.7838,False,40,33.09135218330915
17,8,0.024,128,32.6504,-0.0003,33.32,False,40,33.45005207509758
144,64,0.247,128,19.9713,0.0474,55.0489,False,40,33.56832232207641
103,32,0.271,128,24.0383,0.0474,39.6748,False,40,34.790135160863066
146,64,0.264,128,20.8591,0.0551,52.9147,False,40,34.82858264846252
116,32,0.271,128,23.6458,0.0456,42.2501,False,40,35.09554572533027
11,32,0.286,128,24.4584,0.047,38.5211,False,40,35.475390229214625
95,128,0.031,64,28.1501,0.0349,257.2854,False,40,36.12599190696307
60,8,0.188,128,32.9632,-0.0011,21.4836,False,40,37.002123158839574
35,16,0.357,128,27.9955,0.0323,28.0852,False,40,38.021886419682616
92,8,0.188,128,34.349,0.0192,22.0136,False,40,38.48755737777722
89,16,0.357,128,28.3762,0.0301,28.4126,False,40,38.51952936853389
10,128,0.016,64,33.4125,0.0313,333.361,False,40,38.74625229965222
8,8,0.188,128,34.6764,-0.0148,22.3423,False,40,38.87679545339397
65,32,0.65,128,27.4427,0.0442,27.6039,False,40,45.38527229205239
20,64,0.027,64,44.5819,0.0239,178.4341,False,40,49.39965979095776
74,128,0.286,64,34.236,0.0478,53.9798,False,40,49.67423711985214
68,8,0.923,128,37.2478,-0.0154,13.7763,False,40,49.963299502648994
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
57,16,2.006,128,37.8612,-0.0311,13.3081,False,40,64.55713490964646
53,64,0.452,64,43.923,0.0173,47.3694,False,40,65.33396119708267
43,16,0.017,64,64.9867,-0.0685,66.1479,False,40,66.11119837667007
51,128,0.705,64,43.5237,0.0207,33.6327,False,40,67.23479793033646
48,16,2.528,128,43.6689,-0.0373,10.7035,False,40,70.72740983317905
66,16,2.528,128,38.0378,-0.0499,13.6145,False,40,72.45527340309748
87,16,0.056,64,69.6673,-0.0916,53.5651,False,40,72.66696523593875
15,128,0.923,64,50.3195,0.0004,25.753,False,40,74.08957017098054
93,16,3.058,128,42.8386,-0.0684,10.292,False,40,74.31156256477838
1,16,0.061,64,73.6019,-0.099,52.6559,False,40,76.81389744201611
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
19,32,1.273,64,54.2717,-0.052,24.5281,False,40,85.49599429754741
80,16,0.239,64,76.4143,-0.0952,40.9086,False,40,86.19146512123761
42,8,0.021,64,85.9641,-0.1065,33.5682,False,40,86.669030776418
12,16,0.239,64,81.9496,-0.1014,41.4617,False,40,91.8589510713258
49,16,4.589,128,50.5593,-0.1012,9.0197,False,40,91.95081175469673
21,128,1.959,64,64.7636,-0.0775,17.5272,False,40,99.09941875531675
28,8,0.393,64,93.1744,-0.1144,22.1594,False,40,101.88300567868356
0,16,0.815,64,81.7164,-0.1073,29.4413,False,40,105.71106141651603
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
75,128,2.528,64,78.7643,-0.0954,14.1343,False,40,114.49575755229182
97,8,1.088,64,97.3485,-0.0923,17.7335,False,40,116.64252066653323
90,64,3.978,64,73.749,-0.1142,13.778,False,40,128.5580738683916
46,128,3.978,64,85.3978,-0.1151,13.0556,False,40,137.33309928364565
6,32,4.609,64,83.1632,-0.1193,12.5426,False,40,140.97225180456866
13,128,4.196,64,86.182,-0.1208,13.2339,False,40,141.71133792924965
9,128,0.02,32,216.6759,-0.0824,493.0892,False,40,226.53769753302643
36,128,0.015,32,228.2137,-0.0837,510.557,False,40,235.87203775207664
99,64,1.505,32,187.3512,-0.1134,35.6152,False,40,240.95210589526306
25,32,0.018,32,241.6636,-0.0696,138.7284,False,40,244.1607576736389
79,32,0.018,32,247.9212,-0.0833,135.7811,False,40,250.3652512610088
7,64,0.021,32,248.9471,-0.0959,263.961,False,40,254.4903158955289
37,64,0.058,32,251.98,-0.0996,220.3381,False,40,264.75965791132904
63,32,0.239,32,255.1105,-0.0791,90.9327,False,40,276.84344415970276
27,64,1.405,32,218.2198,-0.1207,42.892,False,40,278.48306783708216
18,32,0.045,32,274.1265,-0.093,122.2501,False,40,279.62775462401174
33,16,0.018,32,281.0347,-0.0809,72.2879,False,40,282.33584667108687
71,32,0.327,32,262.5441,-0.0853,84.0701,False,40,290.0350496509708
29,32,0.017,32,289.5077,-0.108,140.3584,False,40,291.89383656049836
44,16,0.017,32,297.0448,-0.1213,72.9536,False,40,298.28497449623757
82,16,0.022,32,300.513,-0.0872,70.4915,False,40,302.0638538968675
96,8,0.037,32,301.0288,-0.0801,35.3503,False,40,302.3367188197824
84,32,0.086,32,293.6713,-0.0851,111.0511,False,40,303.22173412980385
76,16,0.489,32,304.041,-0.1258,44.2058,False,40,325.65761405757416
14,8,0.057,32,333.4741,-0.0499,34.1133,False,40,335.41857213067334
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22,8,0.505,32,359.8206,-0.0901,24.9996,False,40,372.4454519302942
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72,8,1.273,32,369.7418,-0.0921,20.9601,False,40,396.42407701528407
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
45,64,0.021,16,864.9015,-0.0499,303.1256,False,40,871.2670884886035
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31,64,0.047,16,943.2824,-0.059,264.7177,False,40,955.7241717680395
61,128,0.021,16,950.2588,-0.0727,576.7764,False,40,962.3710766775921
88,64,0.032,16,960.9658,-0.0354,282.0352,False,40,969.9908845376301
78,64,0.118,16,962.4187,-0.0521,225.3679,False,40,989.0121113415732
3,128,0.154,16,938.0396,-0.0793,334.2013,False,40,989.5065910678543
67,64,0.016,16,1003.751,-0.0663,311.5464,False,40,1008.7357254303442
56,128,4.147,16,928.452,-0.0683,19.7849,False,40,1010.5000323596182
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26,16,0.062,16,1031.1246,-0.0652,67.1573,False,40,1035.2883605553193
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58,16,1.073,16,1063.0258,-0.029,40.7523,False,40,1106.7530418161873
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5,8,0.076,16,1288.3098,-0.0367,34.1411,False,40,1290.9045560196596