Upload folder using huggingface_hub
Browse files
sweep_results/optuna_study_vae.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7c87a6d02c8aeea11c383aafc715fcb51f58a18dfe332e947f3bdf17fa47b1f
|
| 3 |
+
size 46818
|
sweep_results/optuna_vae_results.csv
ADDED
|
@@ -0,0 +1,92 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
trial,latent_dim,beta,hidden_dim,test_recon,silhouette,test_kl,kl_collapsed,epochs,test_loss
|
| 2 |
+
56,128,0.011,64,5.8765,0.0446,195.9981,False,40,8.032509092625663
|
| 3 |
+
72,128,0.036,64,8.0822,0.0481,129.6941,False,40,12.75117316939489
|
| 4 |
+
54,64,0.011,64,8.4238,0.0417,147.0625,False,40,10.041522922009483
|
| 5 |
+
98,64,0.034,32,10.5195,0.0389,111.1086,False,40,14.29717958186862
|
| 6 |
+
7,64,0.078,128,11.2383,0.0546,64.2146,False,40,16.247016474429543
|
| 7 |
+
6,64,0.034,32,11.4071,0.0385,117.7251,False,40,15.409791823536954
|
| 8 |
+
61,64,0.022,128,11.5435,0.0425,131.3956,False,40,14.434242577030375
|
| 9 |
+
75,128,0.014,32,11.6617,0.0321,235.878,False,40,14.963951509332466
|
| 10 |
+
86,32,0.037,64,12.8263,0.0381,69.5227,False,40,15.398637574121798
|
| 11 |
+
33,64,0.034,32,13.0358,0.0384,114.4559,False,40,16.927258012034628
|
| 12 |
+
84,64,0.034,32,17.2156,0.0307,122.8374,False,40,21.392032544942204
|
| 13 |
+
53,32,0.038,128,17.296,0.0377,74.9887,False,40,20.145563991818456
|
| 14 |
+
38,32,0.216,128,17.6196,0.0557,33.317,False,40,24.81608349257531
|
| 15 |
+
68,16,0.029,128,18.0555,0.0222,50.3125,False,40,19.514537471696105
|
| 16 |
+
55,64,0.014,32,19.4028,0.0325,184.1649,False,40,21.981151173126
|
| 17 |
+
70,16,0.288,128,19.4916,0.0505,24.7236,False,40,26.61198222484237
|
| 18 |
+
13,64,0.014,32,20.2382,0.0331,189.4191,False,40,22.890020113278123
|
| 19 |
+
24,8,0.062,128,20.5188,0.0154,23.425,False,40,21.97116661438526
|
| 20 |
+
49,16,0.466,64,21.1233,0.0543,16.6323,False,40,28.87395928160497
|
| 21 |
+
62,128,0.346,64,21.2658,0.0613,30.2364,False,40,31.727593567823007
|
| 22 |
+
79,8,0.099,128,21.4188,0.0123,20.8922,False,40,23.48717944105284
|
| 23 |
+
96,8,0.032,128,21.5092,0.0021,26.8255,False,40,22.36765567235038
|
| 24 |
+
31,128,0.518,64,22.6289,0.0595,18.36,False,40,32.13935522425753
|
| 25 |
+
23,64,0.346,64,22.7223,0.0595,25.487,False,40,31.540820274344476
|
| 26 |
+
63,64,0.288,32,22.8046,0.0604,26.9704,False,40,30.572110467436445
|
| 27 |
+
3,16,0.703,64,23.1153,0.0502,14.2728,False,40,33.14904609273356
|
| 28 |
+
19,32,0.836,64,24.7626,0.0583,13.4002,False,40,35.96514212135333
|
| 29 |
+
48,64,0.316,32,25.1068,0.0535,39.2658,False,40,37.51478782963871
|
| 30 |
+
97,64,0.316,32,25.1699,0.0566,36.5995,False,40,36.73535240723829
|
| 31 |
+
27,16,0.288,64,25.5447,0.0339,26.043,False,40,33.045058024231885
|
| 32 |
+
52,8,0.123,64,26.0546,0.0111,22.276,False,40,28.79453176705427
|
| 33 |
+
50,8,0.066,64,26.1649,0.0104,25.124,False,40,27.823074459567653
|
| 34 |
+
59,16,0.214,64,26.5513,0.0333,32.0898,False,40,33.41855882471602
|
| 35 |
+
76,64,0.495,64,27.0044,0.0467,26.8117,False,40,40.27616278374262
|
| 36 |
+
73,8,0.066,128,27.7302,0.0126,25.4459,False,40,29.409590617493997
|
| 37 |
+
94,8,0.674,128,27.8206,0.0207,13.6316,False,40,37.008306059066
|
| 38 |
+
1,8,0.066,128,27.9719,0.011,26.3549,False,40,29.711284885251953
|
| 39 |
+
15,8,0.674,128,28.2768,0.0109,13.6738,False,40,37.49299173874256
|
| 40 |
+
26,64,0.013,16,28.7353,0.0213,214.2505,False,40,31.52051811011309
|
| 41 |
+
12,32,0.79,32,29.2433,0.0424,20.6201,False,40,45.533230619651974
|
| 42 |
+
36,8,2.729,128,30.5515,-0.0047,6.7006,False,40,48.837480992215646
|
| 43 |
+
10,32,2.249,64,34.0202,-0.0576,6.4879,False,40,48.611596429272325
|
| 44 |
+
57,32,2.21,64,34.8906,-0.0627,8.9034,False,40,54.56709601049981
|
| 45 |
+
45,128,0.766,64,35.3237,0.024,27.4646,False,40,56.361575970072934
|
| 46 |
+
35,128,4.714,64,38.329,-0.1032,4.2954,False,40,58.57737107552252
|
| 47 |
+
16,32,0.02,16,38.8829,0.0169,120.268,False,40,41.288266682095674
|
| 48 |
+
90,64,0.766,64,38.9598,0.0294,22.1613,False,40,55.935403118745
|
| 49 |
+
67,128,4.714,64,39.4862,-0.1033,4.0236,False,40,58.45321579177405
|
| 50 |
+
81,32,2.729,64,41.149,-0.0868,9.1451,False,40,66.10597221813583
|
| 51 |
+
43,32,4.132,64,41.5641,-0.1156,4.8741,False,40,61.704024881467674
|
| 52 |
+
92,8,0.316,32,46.1802,-0.0418,22.3588,False,40,53.245610718262114
|
| 53 |
+
5,8,0.112,32,46.9312,-0.1091,27.997,False,40,50.06684152572058
|
| 54 |
+
71,32,3.777,64,47.2337,-0.1009,8.6135,False,40,79.76703113414561
|
| 55 |
+
91,16,2.524,128,47.5974,-0.0409,11.4468,False,40,76.48899662307971
|
| 56 |
+
99,32,2.815,32,48.8421,-0.1062,11.5492,False,40,81.35323045321023
|
| 57 |
+
82,16,0.466,64,50.4188,-0.0354,30.9348,False,40,64.8344217022837
|
| 58 |
+
42,32,2.21,128,51.4984,-0.0521,20.1599,False,40,96.05170374346352
|
| 59 |
+
44,128,2.528,32,52.2197,-0.1093,9.9026,False,40,77.25355897123949
|
| 60 |
+
74,32,2.21,128,52.5562,-0.0519,18.6777,False,40,93.83390703793503
|
| 61 |
+
78,128,4.064,16,52.9932,-0.1194,6.6236,False,40,79.91154449966223
|
| 62 |
+
22,64,4.064,16,56.0362,-0.13,5.5955,False,40,78.77648821494695
|
| 63 |
+
40,16,3.602,16,57.9073,-0.1025,9.1224,False,40,90.76630410523731
|
| 64 |
+
25,16,2.524,128,61.0114,-0.0914,17.4057,False,40,104.94342868357185
|
| 65 |
+
39,32,0.017,64,62.919,-0.0699,113.3555,False,40,64.84599577114817
|
| 66 |
+
65,8,2.662,16,63.2722,-0.1001,9.6052,False,40,88.84115147090328
|
| 67 |
+
2,64,0.244,64,65.8199,-0.027,99.2927,False,40,90.04729480709568
|
| 68 |
+
37,128,3.678,32,66.3142,-0.1215,11.1792,False,40,107.43140019499974
|
| 69 |
+
41,32,0.011,16,68.6943,-0.06,160.5119,False,40,70.4599282153848
|
| 70 |
+
85,32,4.147,32,79.0838,-0.1163,9.1642,False,40,117.08773322589713
|
| 71 |
+
9,32,2.815,64,80.13,-0.1017,17.4311,False,40,129.19852205788067
|
| 72 |
+
58,16,3.168,128,82.1033,-0.1063,17.7554,False,40,138.3523017226281
|
| 73 |
+
14,8,0.923,64,96.0739,-0.1084,18.0802,False,40,112.76186792711513
|
| 74 |
+
20,8,0.046,16,97.9804,-0.1052,44.0133,False,40,100.00504849504604
|
| 75 |
+
4,16,0.032,16,113.218,-0.1136,81.8817,False,40,115.83820524919935
|
| 76 |
+
30,16,0.013,16,130.1058,-0.1139,102.6599,False,40,131.4403909665232
|
| 77 |
+
89,32,0.058,64,145.4334,-0.0944,101.5231,False,40,151.32178427179244
|
| 78 |
+
18,8,2.662,128,230.1092,-0.0893,15.9401,False,40,272.54188145078564
|
| 79 |
+
46,32,0.135,16,246.2305,-0.1148,111.416,False,40,261.2717029436049
|
| 80 |
+
64,16,0.02,16,271.44,-0.1264,86.0748,False,40,273.1614887628853
|
| 81 |
+
32,8,0.381,16,304.3763,-0.0794,28.559,False,40,315.2572344578006
|
| 82 |
+
29,32,3.777,16,329.9425,-0.1111,15.1763,False,40,387.2634673258333
|
| 83 |
+
47,16,4.147,16,341.5469,-0.1114,17.3786,False,40,413.6158156185886
|
| 84 |
+
80,16,0.288,16,386.5252,-0.0924,55.1414,False,40,402.40589700260205
|
| 85 |
+
83,32,2.607,32,389.9022,-0.0958,36.3224,False,40,484.59458211014123
|
| 86 |
+
66,16,0.466,16,563.2547,-0.0432,49.8999,False,40,586.5080333870221
|
| 87 |
+
11,8,1.614,16,607.3667,-0.0731,21.855,False,40,642.6406196264043
|
| 88 |
+
28,8,3.964,16,834.8583,-0.0514,17.3462,False,40,903.6186968603007
|
| 89 |
+
60,8,0.066,16,901.8741,-0.0702,35.6668,False,40,904.2281059336532
|
| 90 |
+
0,16,0.026,32,1103.9886,-0.0315,69.4668,False,40,1105.7947438361628
|
| 91 |
+
87,16,2.662,32,1966.7944,-0.0092,27.9546,False,40,2041.2094076695732
|
| 92 |
+
8,8,0.327,16,2090.0967,-0.0382,24.3487,False,40,2098.0586664428415
|