Hugging Face's logo

SuperComputer
/
LDLT

Model card Files
xet
Community
SuperComputer commited on
Commit
bd250de
·
verified ·
1 Parent(s): bb46749

Add files using upload-large-folder tool

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. UCI_N4/ldlt-resnet/runs/abalone/fold_0/result.json +46 -0
  2. UCI_N4/ldlt-resnet/runs/abalone/fold_2/result.json +46 -0
  3. UCI_N4/ldlt-resnet/runs/abalone/fold_3/result.json +46 -0
  4. UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/result.json +42 -0
  5. UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/result.json +42 -0
  6. UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/result.json +42 -0
  7. UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/result.json +42 -0
  8. UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/result.json +42 -0
  9. UCI_N4/ldlt-resnet/runs/adult/fold_0/result.json +58 -0
  10. UCI_N4/ldlt-resnet/runs/adult/fold_1/result.json +58 -0
  11. UCI_N4/ldlt-resnet/runs/adult/fold_2/result.json +58 -0
  12. UCI_N4/ldlt-resnet/runs/annealing/fold_0/result.json +92 -0
  13. UCI_N4/ldlt-resnet/runs/annealing/fold_2/result.json +92 -0
  14. UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/result.json +554 -0
  15. UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/result.json +554 -0
  16. UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/result.json +148 -0
  17. UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/result.json +148 -0
  18. UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/result.json +148 -0
  19. UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/result.json +38 -0
  20. UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/result.json +38 -0
  21. UCI_N4/ldlt-resnet/runs/bank/fold_1/result.json +62 -0
  22. UCI_N4/ldlt-resnet/runs/bank/fold_2/result.json +62 -0
  23. UCI_N4/ldlt-resnet/runs/blood/fold_0/result.json +38 -0
  24. UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/result.json +48 -0
  25. UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/result.json +72 -0
  26. UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/result.json +42 -0
  27. UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/result.json +102 -0
  28. UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/result.json +102 -0
  29. UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/result.json +62 -0
  30. UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/result.json +150 -0
  31. UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/result.json +150 -0
  32. UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/result.json +150 -0
  33. UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/result.json +52 -0
  34. UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/result.json +52 -0
  35. UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/result.json +52 -0
  36. UCI_N4/ldlt-resnet/runs/connect-4/fold_0/result.json +114 -0
  37. UCI_N4/ldlt-resnet/runs/connect-4/fold_1/result.json +114 -0
  38. UCI_N4/ldlt-resnet/runs/connect-4/fold_2/result.json +114 -0
  39. UCI_N4/ldlt-resnet/runs/connect-4/fold_3/result.json +114 -0
  40. UCI_N4/ldlt-resnet/runs/contrac/fold_0/result.json +48 -0
  41. UCI_N4/ldlt-resnet/runs/contrac/fold_1/result.json +48 -0
  42. UCI_N4/ldlt-resnet/runs/contrac/fold_2/result.json +48 -0
  43. UCI_N4/ldlt-resnet/runs/contrac/fold_3/result.json +48 -0
  44. UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/result.json +60 -0
  45. UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/result.json +60 -0
  46. UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/result.json +60 -0
  47. UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/result.json +60 -0
  48. UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/result.json +100 -0
  49. UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/result.json +100 -0
  50. UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/result.json +100 -0
UCI_N4/ldlt-resnet/runs/abalone/fold_0/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 47,
3
+ "best_val_acc": 0.6317460317460317,
4
+ "test_acc": 0.637634838194167,
5
+ "train_size": 1044,
6
+ "val_size": 630,
7
+ "test_size": 2503,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.03759131666666678,
12
+ -0.0067216787931033565,
13
+ -0.00504821235632188,
14
+ -0.010079406034482869,
15
+ 0.0077948497126437005,
16
+ -0.0035954527720305413,
17
+ 0.011847337255747069,
18
+ 0.020808682452107305
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 0.9932562075552053,
24
+ 1.0067465043023525,
25
+ 0.9980809038500921,
26
+ 0.9297052233036605,
27
+ 1.0141436995589543,
28
+ 0.9931430828536596,
29
+ 1.017739933100054,
30
+ 1.0318462596531948
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 3,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3816,
40
+ "cert_evals": {
41
+ "36": 0.5153815150260925,
42
+ "72": 0.4087095260620117,
43
+ "108": 0.32600876688957214,
44
+ "255": 0.18337993323802948
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/abalone/fold_2/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 0.6871880199667221,
4
+ "test_acc": 0.6244075829383886,
5
+ "train_size": 1044,
6
+ "val_size": 601,
7
+ "test_size": 2532,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.017948929501915466,
12
+ 0.023985624319923418,
13
+ 0.023087170114942556,
14
+ 0.018317038026819783,
15
+ 0.02778346245977014,
16
+ 0.025539904827586328,
17
+ 0.018261344003831434,
18
+ 0.034770174578544095
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 0.9978233519534647,
24
+ 1.0049712832060378,
25
+ 1.0100440980049294,
26
+ 0.9634042347353897,
27
+ 1.0033357823934823,
28
+ 1.0054816988393045,
29
+ 0.9890488354165379,
30
+ 1.0152622279378631
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 3,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3816,
40
+ "cert_evals": {
41
+ "36": 0.5094786882400513,
42
+ "72": 0.3894154727458954,
43
+ "108": 0.31319114565849304,
44
+ "255": 0.17890995740890503
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/abalone/fold_3/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 50,
3
+ "best_val_acc": 0.6606260296540363,
4
+ "test_acc": 0.6361836896278702,
5
+ "train_size": 1044,
6
+ "val_size": 607,
7
+ "test_size": 2526,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.039933615229885006,
12
+ 0.033357397988505864,
13
+ 0.02810616465517236,
14
+ 0.015225409386973148,
15
+ 0.03982630053544057,
16
+ 0.03327093634674338,
17
+ 0.031858401652298855,
18
+ 0.04330609419540234
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 1.000898664612302,
24
+ 1.0028361176421674,
25
+ 1.0029617333979737,
26
+ 0.9244955132147792,
27
+ 1.020547570022181,
28
+ 1.016662196023235,
29
+ 1.0053994226175234,
30
+ 1.025123395710352
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 3,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3816,
40
+ "cert_evals": {
41
+ "36": 0.5245447158813477,
42
+ "72": 0.40934282541275024,
43
+ "108": 0.32897862792015076,
44
+ "255": 0.18725256621837616
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 13,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 0.8783783783783784,
5
+ "train_size": 30,
6
+ "val_size": 16,
7
+ "test_size": 74,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.029776199999999933,
12
+ 0.05815319999999998,
13
+ 0.03366299999999992,
14
+ -0.07041613333333337,
15
+ 0.0829954666666666,
16
+ 0.3029878333333334
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 1.046299339147563,
22
+ 1.028676385077134,
23
+ 0.9895473157792913,
24
+ 1.0179845925601472,
25
+ 0.9937462864656396,
26
+ 1.0009348864350793
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 2,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 3655,
36
+ "cert_evals": {
37
+ "36": 0.7972972989082336,
38
+ "72": 0.6756756901741028,
39
+ "108": 0.5405405759811401,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 26,
3
+ "best_val_acc": 0.8888888888888888,
4
+ "test_acc": 0.7777777777777778,
5
+ "train_size": 30,
6
+ "val_size": 18,
7
+ "test_size": 72,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.2066000000000002,
12
+ 0.2132320000000001,
13
+ 0.16832333333333327,
14
+ -6.666666666858371e-07,
15
+ 0.08299546666666664,
16
+ -0.033663
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 1.073465583913181,
22
+ 1.0965727109827237,
23
+ 0.9521923485684088,
24
+ 0.9958250796083059,
25
+ 0.9937462864656397,
26
+ 0.9895473157792911
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 2,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 3655,
36
+ "cert_evals": {
37
+ "36": 0.5555555820465088,
38
+ "72": 0.3333333432674408,
39
+ "108": 0.125,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 13,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 1.0,
5
+ "train_size": 30,
6
+ "val_size": 21,
7
+ "test_size": 69,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.061842666666666594,
12
+ -0.01938619999999999,
13
+ -0.03366716666666666,
14
+ -0.14083160000000008,
15
+ -0.049799466666666695,
16
+ -0.3029836666666666
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9526045937382531,
22
+ 0.9838646893399317,
23
+ 1.000934886435079,
24
+ 1.0348917799997448,
25
+ 0.9937462864656396,
26
+ 0.8932355996217098
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 2,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 3655,
36
+ "cert_evals": {
37
+ "36": 0.8985507488250732,
38
+ "72": 0.8115942478179932,
39
+ "108": 0.5362318754196167,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 45,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 0.7808219178082192,
5
+ "train_size": 30,
6
+ "val_size": 17,
7
+ "test_size": 73,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.1415510333333333,
12
+ 0.21323200000000003,
13
+ -0.03366716666666671,
14
+ -6.666666667154431e-07,
15
+ 0.2821878666666666,
16
+ -0.1683233333333333
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 1.0909027516263303,
22
+ 1.0965727109827237,
23
+ 1.0009348864350789,
24
+ 0.9958250796083059,
25
+ 0.9598970403996372,
26
+ 0.9521923485684088
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 2,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 3655,
36
+ "cert_evals": {
37
+ "36": 0.767123281955719,
38
+ "72": 0.767123281955719,
39
+ "108": 0.7397260069847107,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 18,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 0.8947368421052632,
5
+ "train_size": 30,
6
+ "val_size": 14,
7
+ "test_size": 76,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.012368109999999948,
12
+ -0.0969256,
13
+ 0.10099316666666665,
14
+ -0.21124706666666673,
15
+ -0.11619693333333339,
16
+ -0.033662999999999985
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9970611705313925,
22
+ 0.9304727999999999,
23
+ 0.9733809278809981,
24
+ 1.0468011683411809,
25
+ 0.9870693041144555,
26
+ 0.9895473157792911
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 2,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 3655,
36
+ "cert_evals": {
37
+ "36": 0.8552631735801697,
38
+ "72": 0.7105263471603394,
39
+ "108": 0.6184210777282715,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/adult/fold_0/result.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 32,
3
+ "best_val_acc": 0.8067662298079854,
4
+ "test_acc": 0.8035693680526174,
5
+ "train_size": 16281,
6
+ "val_size": 6562,
7
+ "test_size": 25999,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 5.755174894932247e-09,
12
+ -1.5212824565593372e-07,
13
+ 1.9344708602300844e-08,
14
+ -5.868804126934776e-07,
15
+ 4.3847429484189405e-07,
16
+ -1.2794054493469234e-07,
17
+ -3.0931760979923667e-08,
18
+ 1.2424912468644162e-06,
19
+ 2.0428720567267194e-07,
20
+ -1.2898470607021481e-06,
21
+ 5.428255022845695e-07,
22
+ 2.9734045846837646e-07,
23
+ 9.031386283659057e-08,
24
+ 2.0421350090431894e-07
25
+ ]
26
+ ],
27
+ "std": [
28
+ [
29
+ 0.999969279768083,
30
+ 0.9999691631254963,
31
+ 0.9999692601356567,
32
+ 0.9999684455490998,
33
+ 0.9999701766278255,
34
+ 0.9999695789931851,
35
+ 0.9999697101647755,
36
+ 0.9999695985584383,
37
+ 0.9999687129297181,
38
+ 0.999967689659048,
39
+ 0.9999708394490064,
40
+ 0.9999690163307019,
41
+ 0.9999694763882633,
42
+ 0.9999692067843523
43
+ ]
44
+ ]
45
+ },
46
+ "width": 64,
47
+ "in_features": 14,
48
+ "out_features": 2,
49
+ "depth": 4,
50
+ "padding": 28,
51
+ "parameters": 14471,
52
+ "cert_evals": {
53
+ "36": 0.7493365406990051,
54
+ "72": 0.6949498057365417,
55
+ "108": 0.6387168765068054,
56
+ "255": 0.39866918325424194
57
+ }
58
+ }
UCI_N4/ldlt-resnet/runs/adult/fold_1/result.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 14,
3
+ "best_val_acc": 0.8051650366748166,
4
+ "test_acc": 0.8073951647000038,
5
+ "train_size": 16281,
6
+ "val_size": 6544,
7
+ "test_size": 26017,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 5.755174894932247e-09,
12
+ -1.5212824565593372e-07,
13
+ 1.9344708602300844e-08,
14
+ -5.868804126934776e-07,
15
+ 4.3847429484189405e-07,
16
+ -1.2794054493469234e-07,
17
+ -3.0931760979923667e-08,
18
+ 1.2424912468644162e-06,
19
+ 2.0428720567267194e-07,
20
+ -1.2898470607021481e-06,
21
+ 5.428255022845695e-07,
22
+ 2.9734045846837646e-07,
23
+ 9.031386283659057e-08,
24
+ 2.0421350090431894e-07
25
+ ]
26
+ ],
27
+ "std": [
28
+ [
29
+ 0.999969279768083,
30
+ 0.9999691631254963,
31
+ 0.9999692601356567,
32
+ 0.9999684455490998,
33
+ 0.9999701766278255,
34
+ 0.9999695789931851,
35
+ 0.9999697101647755,
36
+ 0.9999695985584383,
37
+ 0.9999687129297181,
38
+ 0.999967689659048,
39
+ 0.9999708394490064,
40
+ 0.9999690163307019,
41
+ 0.9999694763882633,
42
+ 0.9999692067843523
43
+ ]
44
+ ]
45
+ },
46
+ "width": 64,
47
+ "in_features": 14,
48
+ "out_features": 2,
49
+ "depth": 4,
50
+ "padding": 28,
51
+ "parameters": 14471,
52
+ "cert_evals": {
53
+ "36": 0.7476649880409241,
54
+ "72": 0.6869738698005676,
55
+ "108": 0.6313179731369019,
56
+ "255": 0.38267287611961365
57
+ }
58
+ }
UCI_N4/ldlt-resnet/runs/adult/fold_2/result.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 14,
3
+ "best_val_acc": 0.8102516597190057,
4
+ "test_acc": 0.8096150897101672,
5
+ "train_size": 16281,
6
+ "val_size": 6477,
7
+ "test_size": 26084,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 5.755174894932247e-09,
12
+ -1.5212824565593372e-07,
13
+ 1.9344708602300844e-08,
14
+ -5.868804126934776e-07,
15
+ 4.3847429484189405e-07,
16
+ -1.2794054493469234e-07,
17
+ -3.0931760979923667e-08,
18
+ 1.2424912468644162e-06,
19
+ 2.0428720567267194e-07,
20
+ -1.2898470607021481e-06,
21
+ 5.428255022845695e-07,
22
+ 2.9734045846837646e-07,
23
+ 9.031386283659057e-08,
24
+ 2.0421350090431894e-07
25
+ ]
26
+ ],
27
+ "std": [
28
+ [
29
+ 0.999969279768083,
30
+ 0.9999691631254963,
31
+ 0.9999692601356567,
32
+ 0.9999684455490998,
33
+ 0.9999701766278255,
34
+ 0.9999695789931851,
35
+ 0.9999697101647755,
36
+ 0.9999695985584383,
37
+ 0.9999687129297181,
38
+ 0.999967689659048,
39
+ 0.9999708394490064,
40
+ 0.9999690163307019,
41
+ 0.9999694763882633,
42
+ 0.9999692067843523
43
+ ]
44
+ ]
45
+ },
46
+ "width": 64,
47
+ "in_features": 14,
48
+ "out_features": 2,
49
+ "depth": 4,
50
+ "padding": 28,
51
+ "parameters": 14471,
52
+ "cert_evals": {
53
+ "36": 0.7517635226249695,
54
+ "72": 0.6985508799552917,
55
+ "108": 0.6452997922897339,
56
+ "255": 0.41922253370285034
57
+ }
58
+ }
UCI_N4/ldlt-resnet/runs/annealing/fold_0/result.json ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 21,
3
+ "best_val_acc": 0.7738095238095238,
4
+ "test_acc": 0.6634920634920635,
5
+ "train_size": 100,
6
+ "val_size": 168,
7
+ "test_size": 630,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.07222222999999978,
12
+ -0.345,
13
+ 4.33,
14
+ 12.0,
15
+ 0.14,
16
+ -0.17333315999999985,
17
+ -0.07800000000000064,
18
+ 29.2,
19
+ 0.09999999999999996,
20
+ -0.010000000000000224,
21
+ 0.3,
22
+ -0.010000000000000111,
23
+ -4.132729999999996e-16,
24
+ -0.11000000000000007,
25
+ -0.11999999999999993,
26
+ -0.12999999999999998,
27
+ -0.13,
28
+ -0.029999999999999773,
29
+ -1.847940000000002e-16,
30
+ -0.05999999999999975,
31
+ -1.626729999999999e-16,
32
+ -0.03999999999999998,
33
+ -0.010000000000000222,
34
+ -0.06000000000000002,
35
+ 0.1,
36
+ 1.3318299999999998,
37
+ 771.9469999999998,
38
+ 1183.75,
39
+ 0.009999999999999986,
40
+ -0.9466666699999999,
41
+ -1.5582099999999978e-17
42
+ ]
43
+ ],
44
+ "std": [
45
+ [
46
+ 0.27504207913753365,
47
+ 0.41800119617053744,
48
+ 14.650634798533474,
49
+ 25.758493744782516,
50
+ 0.34698703145794935,
51
+ 0.2133331200000003,
52
+ 0.2543933961407015,
53
+ 110.08796482813175,
54
+ 0.29999999999999993,
55
+ 0.09949874371066192,
56
+ 0.47958315233127174,
57
+ 0.06557438524301994,
58
+ 1.0,
59
+ 0.31288975694324034,
60
+ 0.32496153618543855,
61
+ 0.3363034344160047,
62
+ 0.3363034344160045,
63
+ 0.17058722109231966,
64
+ 1.0,
65
+ 0.23748684174075815,
66
+ 1.0,
67
+ 0.19595917942265428,
68
+ 0.09949874371066192,
69
+ 0.2374868417407582,
70
+ 0.9949874371066199,
71
+ 0.9335979547428329,
72
+ 410.1759096911958,
73
+ 1742.0412703205398,
74
+ 0.09949874371066196,
75
+ 0.2436755226844934,
76
+ 1.0
77
+ ]
78
+ ]
79
+ },
80
+ "width": 128,
81
+ "in_features": 31,
82
+ "out_features": 5,
83
+ "depth": 4,
84
+ "padding": 62,
85
+ "parameters": 58250,
86
+ "cert_evals": {
87
+ "36": 0.6047618985176086,
88
+ "72": 0.5904762148857117,
89
+ "108": 0.5587301850318909,
90
+ "255": 0.460317462682724
91
+ }
92
+ }
UCI_N4/ldlt-resnet/runs/annealing/fold_2/result.json ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 53,
3
+ "best_val_acc": 0.7192982456140351,
4
+ "test_acc": 0.7129186602870813,
5
+ "train_size": 100,
6
+ "val_size": 171,
7
+ "test_size": 627,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.07222222999999978,
12
+ -0.345,
13
+ 4.33,
14
+ 12.0,
15
+ 0.14,
16
+ -0.17333315999999985,
17
+ -0.07800000000000064,
18
+ 29.2,
19
+ 0.09999999999999996,
20
+ -0.010000000000000224,
21
+ 0.3,
22
+ -0.010000000000000111,
23
+ -4.132729999999996e-16,
24
+ -0.11000000000000007,
25
+ -0.11999999999999993,
26
+ -0.12999999999999998,
27
+ -0.13,
28
+ -0.029999999999999773,
29
+ -1.847940000000002e-16,
30
+ -0.05999999999999975,
31
+ -1.626729999999999e-16,
32
+ -0.03999999999999998,
33
+ -0.010000000000000222,
34
+ -0.06000000000000002,
35
+ 0.1,
36
+ 1.3318299999999998,
37
+ 771.9469999999998,
38
+ 1183.75,
39
+ 0.009999999999999986,
40
+ -0.9466666699999999,
41
+ -1.5582099999999978e-17
42
+ ]
43
+ ],
44
+ "std": [
45
+ [
46
+ 0.27504207913753365,
47
+ 0.41800119617053744,
48
+ 14.650634798533474,
49
+ 25.758493744782516,
50
+ 0.34698703145794935,
51
+ 0.2133331200000003,
52
+ 0.2543933961407015,
53
+ 110.08796482813175,
54
+ 0.29999999999999993,
55
+ 0.09949874371066192,
56
+ 0.47958315233127174,
57
+ 0.06557438524301994,
58
+ 1.0,
59
+ 0.31288975694324034,
60
+ 0.32496153618543855,
61
+ 0.3363034344160047,
62
+ 0.3363034344160045,
63
+ 0.17058722109231966,
64
+ 1.0,
65
+ 0.23748684174075815,
66
+ 1.0,
67
+ 0.19595917942265428,
68
+ 0.09949874371066192,
69
+ 0.2374868417407582,
70
+ 0.9949874371066199,
71
+ 0.9335979547428329,
72
+ 410.1759096911958,
73
+ 1742.0412703205398,
74
+ 0.09949874371066196,
75
+ 0.2436755226844934,
76
+ 1.0
77
+ ]
78
+ ]
79
+ },
80
+ "width": 128,
81
+ "in_features": 31,
82
+ "out_features": 5,
83
+ "depth": 4,
84
+ "padding": 62,
85
+ "parameters": 58250,
86
+ "cert_evals": {
87
+ "36": 0.6953747868537903,
88
+ "72": 0.6858054399490356,
89
+ "108": 0.6475278735160828,
90
+ "255": 0.559808611869812
91
+ }
92
+ }
UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/result.json ADDED
@@ -0,0 +1,554 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 16,
3
+ "best_val_acc": 0.5789473684210527,
4
+ "test_acc": 0.6099290780141844,
5
+ "train_size": 113,
6
+ "val_size": 57,
7
+ "test_size": 282,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.08236052831858409,
12
+ 0.04887446902654869,
13
+ 0.0825547600000001,
14
+ 0.07080902389380533,
15
+ 0.06969351327433632,
16
+ -0.02017880672566372,
17
+ 0.0033134920353982203,
18
+ -0.0904622607964602,
19
+ 0.0008566455575221136,
20
+ 0.05502761778761062,
21
+ 0.0029605046017698983,
22
+ 0.16618478141592918,
23
+ 0.10348846991150445,
24
+ -0.12880789292035386,
25
+ 0.001393306194690269,
26
+ -0.009972053097345045,
27
+ -0.13480514867256632,
28
+ 0.15853807787610613,
29
+ -0.022554120353982243,
30
+ -0.17088875221238942,
31
+ -0.04703600000000003,
32
+ -0.02112876106194702,
33
+ 0.14790371681415893,
34
+ 0.0665928778761063,
35
+ 0.0665928778761063,
36
+ 0.09438671238938028,
37
+ -0.033913831858407135,
38
+ -0.05746374070796462,
39
+ 0.020589044247787618,
40
+ -0.08296883185840712,
41
+ -0.016433217699115002,
42
+ -0.02482472566371683,
43
+ -0.13408300000000029,
44
+ -0.0661125929203539,
45
+ 0.14110856637168206,
46
+ 0.19977865575221251,
47
+ 0.06659287787610634,
48
+ 0.16107630088495584,
49
+ -0.04968823575221234,
50
+ 0.16085886725663703,
51
+ -0.040819525663716834,
52
+ -0.04226484955752222,
53
+ 0.03399069026548677,
54
+ 0.08868894690265484,
55
+ 0.14110856637168143,
56
+ 0.1435154159292037,
57
+ -0.04703600000000003,
58
+ -2.920353984457933e-07,
59
+ -0.02112876106194691,
60
+ 0.1997786557522125,
61
+ -0.14194291681415921,
62
+ 0.11196102831858407,
63
+ 0.0592675752212388,
64
+ 0.09347194690265491,
65
+ -0.04703600000000003,
66
+ 0.13773737168141595,
67
+ -0.1056450000000003,
68
+ -0.06659289999999989,
69
+ 0.0665928778761063,
70
+ -0.06659289999999989,
71
+ 0.0665928778761063,
72
+ 0.09438671238938029,
73
+ -0.09931298230088502,
74
+ -0.11574543716814155,
75
+ 0.19007244637168158,
76
+ 0.006741415929203616,
77
+ -0.17417296814159283,
78
+ -2.920353982846636e-07,
79
+ -0.04703600000000003,
80
+ -0.04703600000000003,
81
+ 0.027216715044247736,
82
+ 0.14110856637168231,
83
+ -0.00288054867256639,
84
+ 0.04904841858407081,
85
+ 0.02098572858407086,
86
+ -0.1192364601769909,
87
+ -0.0031704955752213143,
88
+ 0.01358514159292034,
89
+ -0.06659289999999989,
90
+ 0.014341504424779012,
91
+ -0.04703600000000003,
92
+ -0.04703600000000003,
93
+ -0.04703600000000003,
94
+ 0.07784732743362836,
95
+ 0.10888657327433629,
96
+ -0.1186584123893806,
97
+ -0.02180679646017706,
98
+ -0.07482919999999994,
99
+ 0.08863622212389385,
100
+ 0.13608353008849555,
101
+ 0.08948672566371674,
102
+ 1.0619469028597977e-07,
103
+ -0.09438650000000005,
104
+ -0.02112876106194696,
105
+ 0.09014838938053121,
106
+ -0.048498132743362864,
107
+ 0.05329288938053096,
108
+ 0.07878135752212394,
109
+ 0.006330884955752202,
110
+ 0.04712901946902665,
111
+ 0.11292442477876118,
112
+ -0.09438650000000005,
113
+ 0.09438671238938054,
114
+ -0.03861907964601756,
115
+ 1.0619469029580476e-07,
116
+ -0.09438650000000005,
117
+ 0.06704106194690229,
118
+ -0.07101396460177,
119
+ 0.11338092035398238,
120
+ 0.022629575221239016,
121
+ 0.15994504424778788,
122
+ 0.039176644247788044,
123
+ 0.11334270796460184,
124
+ -0.100392831858407,
125
+ 0.0665928778761063,
126
+ -0.08165009999999992,
127
+ 1.0619469028597977e-07,
128
+ 0.027216715044247736,
129
+ -0.0211287610619469,
130
+ 0.007675044247787407,
131
+ 0.017898353982300903,
132
+ 0.022447520353982425,
133
+ -0.10415006194690236,
134
+ -0.06118739999999991,
135
+ -0.031867106194690256,
136
+ 0.0665928778761063,
137
+ 0.0386198407079645,
138
+ -0.06659289999999989,
139
+ 0.06704106194690229,
140
+ 0.03697516814159319,
141
+ -0.044993100884955714,
142
+ -0.005112693362831841,
143
+ -0.08742769999999993,
144
+ -0.04059785840707965,
145
+ 0.027216715044247736,
146
+ 0.1411085663716819,
147
+ 0.13608353008849491,
148
+ 0.03589945132743362,
149
+ -0.0453806460176991,
150
+ 0.003572176991150533,
151
+ 0.05211161769911493,
152
+ -0.012922732743362846,
153
+ 0.1411085663716814,
154
+ -0.04703600000000003,
155
+ 0.1997786557522125,
156
+ 0.14790371681415954,
157
+ 0.14316932831858414,
158
+ 0.03571657522123903,
159
+ -0.10441322884955753,
160
+ -0.23222040176991168,
161
+ -0.03493910442477871,
162
+ 0.05546864601769913,
163
+ 0.12581869469026555,
164
+ -0.18030577079646018,
165
+ -0.07161228646017702,
166
+ -0.03718444513274338,
167
+ 0.013523787610619589,
168
+ 0.10059417451327425,
169
+ 0.01624747876106193,
170
+ 0.05021323893805318,
171
+ -0.05147623362831883,
172
+ 0.1827229362831858,
173
+ 0.0034618557522124397,
174
+ 0.05241511327433623,
175
+ 0.030558143362831823,
176
+ -0.19202160176991148,
177
+ 0.11133997495575228,
178
+ 0.12129543628318586,
179
+ 0.060097776106194795,
180
+ 0.11579815929203502,
181
+ -0.027196398230088462,
182
+ 0.17599128230088495,
183
+ -0.1195051539823009,
184
+ 0.18247482389380532,
185
+ 0.06219380353982303,
186
+ -0.09025506017699113,
187
+ 0.08350311504424779,
188
+ 0.1271729522123894,
189
+ -0.0951591353982304,
190
+ 0.10388311504424796,
191
+ 0.04703600000000003,
192
+ -0.14397143362831855,
193
+ -0.056712807079646044,
194
+ 0.11911974769911506,
195
+ 0.07255731355752211,
196
+ 0.17956833628318594,
197
+ 0.03657456283185836,
198
+ -0.12767188938053103,
199
+ -0.21526490619469008,
200
+ 0.019409734513274046,
201
+ -0.20038580796460184,
202
+ 0.13453505858407078,
203
+ -0.20150050008849554,
204
+ -0.10956924336283183,
205
+ -0.1755137388495575,
206
+ 0.07771356637168146,
207
+ 0.1258815132743363,
208
+ 0.05789021663716825,
209
+ 0.059674265486725525,
210
+ 0.04250356814159293,
211
+ 0.18101372743362842,
212
+ -0.08988732212389382,
213
+ 0.148077411681416,
214
+ 0.041530495575221225,
215
+ -0.07796867964601775,
216
+ -0.08606286725663721,
217
+ 0.216610610619469,
218
+ 0.09511035132743359,
219
+ -0.05938040707964593,
220
+ 0.0625599000000001,
221
+ -0.09312924070796465,
222
+ -0.07196051769911511,
223
+ 0.13021555911504423,
224
+ 0.10358608645132746,
225
+ -0.0039450442477876055,
226
+ 0.015811640707964647,
227
+ 0.042050546725663725,
228
+ -0.11399942584070796,
229
+ 0.01275024778761036,
230
+ -0.012157897345132696,
231
+ -0.07146561415929208,
232
+ -0.03644905008849562,
233
+ -0.0460240963716814,
234
+ -0.04567296300884947,
235
+ -0.0159320159292035,
236
+ -0.020865886725663647,
237
+ 0.006243656991150445,
238
+ -0.04104453495575228,
239
+ 0.04250217699115046,
240
+ 0.034307366371681414,
241
+ -0.11968876460176998,
242
+ -0.0937977030973451,
243
+ -0.007898124601769923,
244
+ -0.06254813724778759,
245
+ 0.027666705132743385,
246
+ -0.0678103380530974,
247
+ 0.0033648314159292177,
248
+ 0.014861656991150381,
249
+ -0.08490639823008855,
250
+ 0.06213639999999999,
251
+ 0.10985744247787621,
252
+ -0.1141806185840708,
253
+ -0.0051085477876106,
254
+ -0.07652198922123891,
255
+ 0.1186390026548673,
256
+ -0.006018964601769793,
257
+ -0.03378361716814159,
258
+ 0.011641800000000063,
259
+ -0.06094139999999994,
260
+ 0.1415026725663717,
261
+ -0.08340849911504429,
262
+ -0.021807159292035423,
263
+ -0.08355237141592924,
264
+ 0.10080485079646004,
265
+ -0.0028213893805309528,
266
+ -0.039560768141592914,
267
+ -0.03811751592920355,
268
+ 0.06180052389380527,
269
+ 0.08721472743362838,
270
+ -0.045456217699115044,
271
+ -0.04452998026548677,
272
+ -0.08741183716814158
273
+ ]
274
+ ],
275
+ "std": [
276
+ [
277
+ 1.0288523625377175,
278
+ 0.9926765498781311,
279
+ 1.5821926864265932,
280
+ 1.2345480341843558,
281
+ 1.0919259987637373,
282
+ 0.8553411989728208,
283
+ 0.9770372253740158,
284
+ 1.0941619685910755,
285
+ 0.9070109264400832,
286
+ 1.1660151450666374,
287
+ 0.82811358045681,
288
+ 0.8585451804478106,
289
+ 0.9271539318095082,
290
+ 0.826139795075132,
291
+ 0.9407871254954377,
292
+ 1.1098127265333941,
293
+ 0.9673996715099642,
294
+ 1.0170784936919917,
295
+ 0.7160692020317576,
296
+ 0.8881539469849713,
297
+ 1.0,
298
+ 0.8944357999064094,
299
+ 1.5353137244867066,
300
+ 1.409505785723462,
301
+ 1.4095057857234625,
302
+ 1.4063287585864295,
303
+ 0.8810006273224485,
304
+ 0.9386543902953636,
305
+ 0.9544080465249254,
306
+ 0.605561339519823,
307
+ 0.41738930632162535,
308
+ 0.9435148318250272,
309
+ 1.0,
310
+ 0.7880462841530468,
311
+ 1.9911349325902201,
312
+ 1.9844233966366362,
313
+ 1.4095057857234636,
314
+ 1.494834216304884,
315
+ 0.8945327921343991,
316
+ 1.0465252306595956,
317
+ 0.9657902518204129,
318
+ 0.8818849232826983,
319
+ 1.01289922968906,
320
+ 0.9542609489006632,
321
+ 1.9911349325902201,
322
+ 1.303101066939662,
323
+ 1.0,
324
+ 0.9988936769842933,
325
+ 0.8944357999064099,
326
+ 1.9844233966366385,
327
+ 0.9721978598866062,
328
+ 0.9751070654641969,
329
+ 1.053405494669145,
330
+ 1.2277188687789828,
331
+ 1.0,
332
+ 0.9710532649972081,
333
+ 1.0,
334
+ 1.0,
335
+ 1.4095057857234625,
336
+ 1.0,
337
+ 1.409505785723463,
338
+ 1.4063287585864295,
339
+ 0.9944538524514821,
340
+ 1.0084398738408038,
341
+ 1.096956593110858,
342
+ 0.9848747659663566,
343
+ 1.0176485758563296,
344
+ 0.9988936769842915,
345
+ 1.0,
346
+ 1.0,
347
+ 1.1521380745389784,
348
+ 1.9911349325902201,
349
+ 0.8886796764360778,
350
+ 1.0626176220464763,
351
+ 0.9820129092696263,
352
+ 0.48071756015968203,
353
+ 0.8052609158630751,
354
+ 0.9014845427415126,
355
+ 1.0,
356
+ 1.0421263616247836,
357
+ 1.0,
358
+ 1.0,
359
+ 1.0,
360
+ 1.0603166366167238,
361
+ 1.3948018100222412,
362
+ 1.0002378777841179,
363
+ 1.0521891063258038,
364
+ 1.0,
365
+ 1.170667828978199,
366
+ 1.6220790112596297,
367
+ 1.3004892166096398,
368
+ 0.9988939483461562,
369
+ 1.0,
370
+ 0.8944357999064098,
371
+ 1.2549059943840741,
372
+ 0.9010506624821365,
373
+ 1.2640911636544077,
374
+ 0.947031285603356,
375
+ 0.991260918816901,
376
+ 1.3300447893255651,
377
+ 1.1497030038124454,
378
+ 1.0,
379
+ 1.4063287585864277,
380
+ 0.8174198991670485,
381
+ 0.9988939483461566,
382
+ 1.0,
383
+ 1.217866674742133,
384
+ 0.8282680988206665,
385
+ 1.073085103116072,
386
+ 0.9693454139903576,
387
+ 1.7234040703162494,
388
+ 1.1056144342459158,
389
+ 1.074119172644369,
390
+ 0.6071170412907283,
391
+ 1.409505785723462,
392
+ 1.0,
393
+ 0.9988939483461562,
394
+ 1.1521380745389787,
395
+ 0.8944357999064119,
396
+ 1.058370875443875,
397
+ 1.0846522644237848,
398
+ 1.0598613115637294,
399
+ 0.5613288969768316,
400
+ 1.0,
401
+ 1.077530223972941,
402
+ 1.4095057857234625,
403
+ 1.15083399388167,
404
+ 1.0,
405
+ 1.2178666747421318,
406
+ 1.0966395583377115,
407
+ 1.0389053330759344,
408
+ 1.0429545495698374,
409
+ 1.0,
410
+ 1.0244696199828591,
411
+ 1.152138074538978,
412
+ 1.9911349325902201,
413
+ 1.6220790112596353,
414
+ 1.1329428844818097,
415
+ 1.0304640926757396,
416
+ 1.0027828154445004,
417
+ 1.4038062005460157,
418
+ 1.0648539403871593,
419
+ 1.9911349325902201,
420
+ 1.0,
421
+ 1.9844233966366391,
422
+ 1.5353137244867094,
423
+ 0.6866407429573802,
424
+ 0.9470876233472572,
425
+ 0.8928451459276403,
426
+ 1.3503062413436946,
427
+ 0.39441056751713693,
428
+ 1.0739060999830787,
429
+ 0.8074286630470415,
430
+ 0.8622816943277237,
431
+ 0.9235511168325403,
432
+ 0.8884646840941383,
433
+ 0.9253177369109523,
434
+ 1.0067482855890655,
435
+ 0.8717444615689396,
436
+ 1.7004798113300974,
437
+ 1.2451967529281143,
438
+ 1.0189016467998342,
439
+ 0.9159576992318523,
440
+ 0.9716842292520014,
441
+ 0.8537203439878127,
442
+ 0.6934639134127168,
443
+ 0.6814900866218891,
444
+ 1.08628728041417,
445
+ 0.8695100152450093,
446
+ 1.7244969164094923,
447
+ 0.9957413253735008,
448
+ 0.886998298843266,
449
+ 1.0086098935045376,
450
+ 0.9474117590718318,
451
+ 0.9527864599550645,
452
+ 0.8622024829086022,
453
+ 0.928715896349544,
454
+ 1.165972778898159,
455
+ 1.1444020655792773,
456
+ 1.249832703644339,
457
+ 1.0,
458
+ 1.04414181114218,
459
+ 0.7888691092407913,
460
+ 0.8896110919230731,
461
+ 0.8385172959457787,
462
+ 0.6963004767756463,
463
+ 1.0524770129026086,
464
+ 0.8728215158868736,
465
+ 1.2422671085343606,
466
+ 1.0395955941659785,
467
+ 0.9729248895409327,
468
+ 0.942112878700215,
469
+ 0.9029124312015971,
470
+ 0.9945356002953412,
471
+ 0.9067257721352653,
472
+ 0.6559269963983796,
473
+ 1.0530222495928638,
474
+ 0.7742650861348659,
475
+ 1.7415209866320729,
476
+ 0.31751695199855035,
477
+ 0.9401556411866103,
478
+ 0.9925662855482592,
479
+ 0.9703437391049544,
480
+ 0.9315271035229352,
481
+ 0.76726349356305,
482
+ 1.113451820498087,
483
+ 1.5950728246019172,
484
+ 0.9108834606609704,
485
+ 0.6187680270209445,
486
+ 1.0,
487
+ 1.026218169309107,
488
+ 0.9226908311101232,
489
+ 1.3695879042350074,
490
+ 1.390915117042367,
491
+ 0.9165066682832561,
492
+ 1.0788295714407763,
493
+ 0.8648263176100378,
494
+ 0.9635758583333331,
495
+ 0.8878642706591297,
496
+ 0.9006687498171835,
497
+ 0.8634669309414519,
498
+ 1.0263681887473621,
499
+ 1.1035216758671196,
500
+ 0.9668823371087334,
501
+ 0.9093839574625667,
502
+ 1.2537251227686863,
503
+ 0.925393016008483,
504
+ 0.9198488449490679,
505
+ 0.9988290268424753,
506
+ 0.1771101235529094,
507
+ 1.05614751420039,
508
+ 0.9497863099739803,
509
+ 1.0994839009481026,
510
+ 0.92792429034674,
511
+ 0.9973731985207415,
512
+ 1.4008749618490997,
513
+ 0.9833759189369512,
514
+ 0.7900467121392818,
515
+ 0.5512800744398914,
516
+ 1.0,
517
+ 1.160435495736531,
518
+ 0.840523823247663,
519
+ 1.0569742675732663,
520
+ 0.8576934466322704,
521
+ 0.9349861286126709,
522
+ 0.8587290535040432,
523
+ 0.9574488028099564,
524
+ 0.8825111948837125,
525
+ 1.0,
526
+ 0.9946462418130932,
527
+ 0.8401625258336195,
528
+ 1.0609041780534152,
529
+ 0.8625411201961046,
530
+ 0.8578849236354916,
531
+ 0.9245113485505083,
532
+ 0.9397104471617286,
533
+ 0.949988633400937,
534
+ 1.4949439323664353,
535
+ 1.0752730715733643,
536
+ 0.854508526946672,
537
+ 1.0304209489391347,
538
+ 0.9286338973772724
539
+ ]
540
+ ]
541
+ },
542
+ "width": 512,
543
+ "in_features": 262,
544
+ "out_features": 13,
545
+ "depth": 4,
546
+ "padding": 524,
547
+ "parameters": 1063442,
548
+ "cert_evals": {
549
+ "36": 0.5531914830207825,
550
+ "72": 0.5035460591316223,
551
+ "108": 0.4609929025173187,
552
+ "255": 0.29078012704849243
553
+ }
554
+ }
UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/result.json ADDED
@@ -0,0 +1,554 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 31,
3
+ "best_val_acc": 0.6268656716417911,
4
+ "test_acc": 0.6507352941176471,
5
+ "train_size": 113,
6
+ "val_size": 67,
7
+ "test_size": 272,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.04070993805309734,
12
+ 0.11996151327433617,
13
+ -0.07505505699115043,
14
+ -0.053473368141592904,
15
+ -0.0023036168141593112,
16
+ -0.04386066761061949,
17
+ 0.1000648973451327,
18
+ 0.21898467610619468,
19
+ 0.0844638663362832,
20
+ -0.21027526176991146,
21
+ 0.08278053309734511,
22
+ 0.02691175840707965,
23
+ -0.10311968407079651,
24
+ -0.019989650442477833,
25
+ -0.029568291150442447,
26
+ 0.06979861946902657,
27
+ -0.09989179115044242,
28
+ -0.0017227557522123856,
29
+ -2.2654867243656462e-07,
30
+ 0.06518417699115044,
31
+ -0.04703600000000003,
32
+ -0.1056450000000003,
33
+ -0.1056450000000003,
34
+ 0.19977865575221251,
35
+ 0.0665928778761063,
36
+ 0.09438671238938035,
37
+ -0.10331811504424784,
38
+ -0.11287559292035391,
39
+ 0.1063068938053097,
40
+ 0.04291548672566383,
41
+ -0.05587280000000011,
42
+ -0.032180318584070916,
43
+ 0.06704106194690261,
44
+ -0.1718930000000004,
45
+ -0.04703600000000003,
46
+ 0.0665928778761063,
47
+ -0.06659289999999989,
48
+ 0.08948672566371665,
49
+ -0.025450121504424723,
50
+ -0.17311484513274336,
51
+ 0.07640526460176993,
52
+ 0.11526853982300869,
53
+ 0.1133023008849558,
54
+ -0.07326554867256642,
55
+ -0.04703600000000003,
56
+ 0.047838725663716816,
57
+ -0.04703600000000003,
58
+ 0.06704106194690251,
59
+ -0.02112876106194691,
60
+ -0.06659289999999989,
61
+ -0.013552253982300916,
62
+ -0.020357922123893812,
63
+ -0.027464973451327517,
64
+ -0.006002522123893788,
65
+ -0.04703600000000003,
66
+ -0.04337743362831858,
67
+ 0.14790371681415934,
68
+ 0.0665928778761063,
69
+ -0.06659289999999989,
70
+ 0.06659287787610634,
71
+ -0.06659289999999989,
72
+ 1.0619469029580476e-07,
73
+ 0.044767823008849614,
74
+ 0.08289923362831852,
75
+ -0.12235442831858409,
76
+ -0.11459614159292028,
77
+ 0.14790476371681416,
78
+ -2.9203539830824354e-07,
79
+ -0.04703600000000003,
80
+ 0.14110856637168223,
81
+ 0.027216715044247736,
82
+ -0.04703600000000003,
83
+ -0.055889752212389385,
84
+ -0.12962760265486717,
85
+ 0.10187851619469035,
86
+ -0.01324823008849549,
87
+ 0.022193132743362702,
88
+ -0.07879260176991155,
89
+ 0.0665928778761063,
90
+ 0.12907584070796485,
91
+ -0.04703600000000003,
92
+ -0.04703600000000003,
93
+ -0.04703600000000003,
94
+ -0.002639044247787606,
95
+ 0.054982569292035384,
96
+ 0.05932991150442477,
97
+ -0.06964141592920373,
98
+ -0.07482919999999994,
99
+ -0.033238396460177,
100
+ 0.13608353008849555,
101
+ 0.0894867256637167,
102
+ -0.09438650000000005,
103
+ -0.09438650000000005,
104
+ -0.1056450000000003,
105
+ 0.030049292035398203,
106
+ 0.0004219557522123656,
107
+ 0.04024157522123887,
108
+ 0.01212035575221241,
109
+ -0.06541580530973452,
110
+ -0.07854839999999999,
111
+ 0.02907596460176992,
112
+ -0.09438650000000005,
113
+ 0.09438671238938048,
114
+ -0.03861907964601766,
115
+ 1.0619469030366473e-07,
116
+ 1.0619469029580476e-07,
117
+ -0.0670416460176993,
118
+ -0.04499362831858416,
119
+ 0.0430065663716814,
120
+ 0.05495734513274337,
121
+ 0.025254761061947018,
122
+ -0.06529410000000001,
123
+ 0.06800543362831867,
124
+ -0.15775999999999976,
125
+ 0.0665928778761063,
126
+ -0.08165009999999992,
127
+ 1.0619469029580476e-07,
128
+ -0.08165009999999992,
129
+ -0.021128761061946954,
130
+ 0.0199548849557522,
131
+ -0.04005870796460183,
132
+ 0.07256339026548671,
133
+ 0.0029753097345135682,
134
+ 0.008741072566371728,
135
+ -0.12291731858407075,
136
+ 0.0665928778761063,
137
+ -0.03861907964601771,
138
+ 0.0665928778761063,
139
+ -2.9203539835933345e-07,
140
+ -0.15365226548672545,
141
+ -0.02139016460176988,
142
+ 0.03374174115044254,
143
+ -0.03278541946902662,
144
+ -0.16577226814159277,
145
+ 0.027216715044247785,
146
+ 0.14110856637168206,
147
+ -0.08165009999999992,
148
+ -0.17471278761061948,
149
+ -0.05009553982300891,
150
+ 0.10357247787610621,
151
+ 0.01421250265486715,
152
+ -0.16799606460176988,
153
+ 0.1411085663716814,
154
+ -0.04703600000000003,
155
+ 0.1997786557522125,
156
+ -0.02112876106194691,
157
+ 0.10064383539823014,
158
+ -0.09822227433628321,
159
+ 0.010812114336283181,
160
+ -0.0005969424778760985,
161
+ -0.034939104424778704,
162
+ -0.021039132743362887,
163
+ 0.1549942769911504,
164
+ -0.05473569823008849,
165
+ 0.09371048247787614,
166
+ 0.1284547699115043,
167
+ 0.08193819469026561,
168
+ -0.1894623433628318,
169
+ -0.03994628938053097,
170
+ 0.005021592920354035,
171
+ 0.06618380000000008,
172
+ 0.046780255752212445,
173
+ 0.12412912743362833,
174
+ -0.15687404504424782,
175
+ -0.04040450761061948,
176
+ 0.01819149026548674,
177
+ 0.047322232477876085,
178
+ -0.1316860601769911,
179
+ -0.08258592566371675,
180
+ 0.05638880530973452,
181
+ -0.10198681415929205,
182
+ 0.1290602176991152,
183
+ -0.03669845398230087,
184
+ -0.10499076469026546,
185
+ -0.12757559911504432,
186
+ -0.06652606637168137,
187
+ 0.05155422566371681,
188
+ 0.031605256637168136,
189
+ 0.0629123805309736,
190
+ 0.023197380530973564,
191
+ 0.04703600000000003,
192
+ -0.03599286283185842,
193
+ -0.1574473318584071,
194
+ 0.10887992823008849,
195
+ -0.053605181415929175,
196
+ -0.012299078761061958,
197
+ -0.05887616991150452,
198
+ 0.07308711769911504,
199
+ 0.09051549646017694,
200
+ -0.10846913274336303,
201
+ -0.15513741725663718,
202
+ 0.12073644318584073,
203
+ 0.05041307504424779,
204
+ 0.1529646697345132,
205
+ 0.0776218637168141,
206
+ 0.057565741592920404,
207
+ -0.17276489823008853,
208
+ -0.014984845840707986,
209
+ -0.04701723008849572,
210
+ -0.03750280353982299,
211
+ 0.06355189203539817,
212
+ 0.06636549999999998,
213
+ -0.1410115592035399,
214
+ -0.08766313362831851,
215
+ -0.09892783274336285,
216
+ -0.013420267079645989,
217
+ 0.09777304070796461,
218
+ 0.07535415840707965,
219
+ -0.10688448672566354,
220
+ 0.0625599000000001,
221
+ -0.011544922123893811,
222
+ -0.09627820707964604,
223
+ 0.08584640530973452,
224
+ 0.007022314424778771,
225
+ -0.05128431504424778,
226
+ -0.06365885663716808,
227
+ 0.02538907345132746,
228
+ 0.071253879380531,
229
+ -0.032786734513274456,
230
+ 0.0729473,
231
+ 0.04719471592920353,
232
+ 0.014598110265486715,
233
+ 0.026159213575221246,
234
+ 0.059101831504424836,
235
+ -0.07843545663716811,
236
+ 0.0003891433628318023,
237
+ 0.014624393274336253,
238
+ 0.03384382522123893,
239
+ -0.07310352920353969,
240
+ 0.0510427,
241
+ 0.14306325132743355,
242
+ -0.011243908849557487,
243
+ 0.02559352380530976,
244
+ 0.03617407230973455,
245
+ -0.012417333274336301,
246
+ -0.10102372743362834,
247
+ -0.09638603628318594,
248
+ 0.02360371292035396,
249
+ -0.0742930973451328,
250
+ -0.014339143362831862,
251
+ 0.03523714159292039,
252
+ 0.03915302300884953,
253
+ -0.08945827723893807,
254
+ -0.02228378656637163,
255
+ 0.10421852477876106,
256
+ 0.0697730088495576,
257
+ -0.12811908238938052,
258
+ -0.10229047238938055,
259
+ -0.048111653097345074,
260
+ 0.041196920353982314,
261
+ 0.10879424867256633,
262
+ -0.10693692778761064,
263
+ 0.02704163566371678,
264
+ 0.12719723849557518,
265
+ 0.1358370884955751,
266
+ -0.11345866194690264,
267
+ -0.11236356814159291,
268
+ 0.008828665486725625,
269
+ 0.04901849557522122,
270
+ 0.10906433185840712,
271
+ -0.12028646725663718,
272
+ 0.005514894867256633
273
+ ]
274
+ ],
275
+ "std": [
276
+ [
277
+ 1.0502669179700934,
278
+ 0.9792224218294541,
279
+ 0.24305352147883325,
280
+ 1.043042266446498,
281
+ 1.0744571502175468,
282
+ 0.9508826739984755,
283
+ 0.9451555552883207,
284
+ 1.1810283789026603,
285
+ 1.0064552702700122,
286
+ 1.1190882010665817,
287
+ 0.9034793296608571,
288
+ 1.1336521923679663,
289
+ 0.9786491101919341,
290
+ 0.9206985848676537,
291
+ 0.8610889538505271,
292
+ 0.9619675032812017,
293
+ 0.9308084274399617,
294
+ 0.9863758024756076,
295
+ 0.9547571784517959,
296
+ 0.9496800506935921,
297
+ 1.0,
298
+ 1.0,
299
+ 1.0,
300
+ 1.9844233966366367,
301
+ 1.4095057857234627,
302
+ 1.40632875858643,
303
+ 0.892002130496044,
304
+ 1.0129634785032875,
305
+ 0.978487303853688,
306
+ 1.1394715296586964,
307
+ 1.0,
308
+ 1.0267988761241287,
309
+ 1.217866674742132,
310
+ 1.0,
311
+ 1.0,
312
+ 1.4095057857234627,
313
+ 1.0,
314
+ 1.30048921660964,
315
+ 1.101075351501756,
316
+ 0.9423320679555461,
317
+ 0.9745566669040967,
318
+ 1.0784150005489006,
319
+ 1.3072548131334407,
320
+ 1.020520797792866,
321
+ 1.0,
322
+ 1.1116626840554256,
323
+ 1.0,
324
+ 1.2178666747421323,
325
+ 0.8944357999064103,
326
+ 1.0,
327
+ 0.9763859814864452,
328
+ 0.9882312110151381,
329
+ 0.9941548135105892,
330
+ 1.0805382570058093,
331
+ 1.0,
332
+ 0.9455390825539804,
333
+ 1.5353137244867092,
334
+ 1.4095057857234619,
335
+ 1.0,
336
+ 1.4095057857234636,
337
+ 1.0,
338
+ 0.9988939483461567,
339
+ 0.9028116049768871,
340
+ 1.0263167291591377,
341
+ 0.9964436627027657,
342
+ 0.4280387316306564,
343
+ 1.0514551909197751,
344
+ 0.9988936769842915,
345
+ 1.0,
346
+ 1.9911349325902201,
347
+ 1.152138074538978,
348
+ 1.0,
349
+ 0.9644113662850948,
350
+ 0.9806946309645141,
351
+ 0.9930268680075975,
352
+ 0.8905664891946655,
353
+ 1.0736843273720693,
354
+ 1.0058668086951204,
355
+ 1.409505785723462,
356
+ 1.3330925209888196,
357
+ 1.0,
358
+ 1.0,
359
+ 1.0,
360
+ 1.0450036005861865,
361
+ 1.3244456183776097,
362
+ 0.932189980942975,
363
+ 0.9625014477361986,
364
+ 1.0,
365
+ 1.0074707737922228,
366
+ 1.62207901125963,
367
+ 1.3004892166096393,
368
+ 1.0,
369
+ 1.0,
370
+ 1.0,
371
+ 1.0917543201475843,
372
+ 1.0127130749629136,
373
+ 1.2877909824303606,
374
+ 0.9604994075919616,
375
+ 0.8657450013263874,
376
+ 1.0,
377
+ 1.0599660091906427,
378
+ 1.0,
379
+ 1.4063287585864277,
380
+ 0.8174198991670479,
381
+ 0.9988939483461567,
382
+ 0.9988939483461567,
383
+ 0.7094990007768708,
384
+ 0.8740833234525124,
385
+ 1.010657132912493,
386
+ 0.9328151962443406,
387
+ 1.3541564903516528,
388
+ 1.0,
389
+ 1.0437864539647888,
390
+ 1.0,
391
+ 1.409505785723462,
392
+ 1.0,
393
+ 0.9988939483461567,
394
+ 1.0,
395
+ 0.8944357999064098,
396
+ 1.2065791134004533,
397
+ 1.0500123468485083,
398
+ 0.9959504427215604,
399
+ 1.0958354145667224,
400
+ 0.7400533918928887,
401
+ 0.9943642075886404,
402
+ 1.4095057857234627,
403
+ 0.8174198991670482,
404
+ 1.4095057857234627,
405
+ 0.9988936769842922,
406
+ 0.9193790839730072,
407
+ 1.0436031910295362,
408
+ 0.9868834993023391,
409
+ 0.5782795414175284,
410
+ 0.9541173647907301,
411
+ 1.1521380745389775,
412
+ 1.9911349325902201,
413
+ 1.0,
414
+ 0.9325216486314452,
415
+ 1.0303184562115624,
416
+ 0.9698188611354921,
417
+ 1.0027196672799903,
418
+ 1.0327882823860284,
419
+ 1.9911349325902201,
420
+ 1.0,
421
+ 1.9844233966366391,
422
+ 0.8944357999064109,
423
+ 0.7112349595162911,
424
+ 1.0528496975740775,
425
+ 0.9693293962135208,
426
+ 1.098217436491506,
427
+ 0.39441056751713705,
428
+ 1.131185111941341,
429
+ 0.8933013668038887,
430
+ 0.8692841653701331,
431
+ 0.9535583303775852,
432
+ 0.9578421783922644,
433
+ 0.9351032690489206,
434
+ 0.9587912379925385,
435
+ 0.8874155629442673,
436
+ 0.7402206710271984,
437
+ 1.0,
438
+ 1.0688089329251667,
439
+ 0.997681462694144,
440
+ 0.9866601266296527,
441
+ 0.9496581319654654,
442
+ 0.9257831061652533,
443
+ 0.9073562336120353,
444
+ 0.9768579353882867,
445
+ 0.9602672008044747,
446
+ 0.7793988687883875,
447
+ 1.2643817992013762,
448
+ 0.8858997832358527,
449
+ 1.0783739453909889,
450
+ 0.9243425987503827,
451
+ 0.9894525958813807,
452
+ 0.8138319611992417,
453
+ 0.9527697944043735,
454
+ 1.1413505837251008,
455
+ 0.8792523651290115,
456
+ 1.0992317647014969,
457
+ 1.0,
458
+ 1.065433498566479,
459
+ 0.9150528093441637,
460
+ 1.0062463574228966,
461
+ 1.011250604668206,
462
+ 0.7913263564369651,
463
+ 0.9735543146496928,
464
+ 0.9610800849612564,
465
+ 0.9880567372837797,
466
+ 0.3866698577857632,
467
+ 0.9853949011817834,
468
+ 0.990227174214131,
469
+ 0.8869793376043191,
470
+ 1.0049463863071384,
471
+ 0.9992217219580515,
472
+ 0.9135057665522096,
473
+ 0.9794517412025064,
474
+ 0.8334338014885702,
475
+ 0.37518500497353446,
476
+ 1.1642248030770597,
477
+ 0.9506854878365382,
478
+ 1.1083600583283926,
479
+ 0.9361744720072924,
480
+ 1.0051395038183164,
481
+ 0.7234663786843327,
482
+ 1.1371317753211319,
483
+ 1.5356103741191347,
484
+ 0.8479920793399001,
485
+ 0.46656712729960265,
486
+ 1.0,
487
+ 1.0891589322731212,
488
+ 0.8545812844441173,
489
+ 1.3469557389840487,
490
+ 1.3298686360213214,
491
+ 0.8184103746992143,
492
+ 1.2426545134673366,
493
+ 0.9345647421429395,
494
+ 0.8739291157345797,
495
+ 0.7954155323258645,
496
+ 1.0,
497
+ 0.9396031266002715,
498
+ 0.8729340873197525,
499
+ 1.1022147706138496,
500
+ 0.9052007430680863,
501
+ 0.8002297286948205,
502
+ 1.1474637082252046,
503
+ 1.0050624674836923,
504
+ 0.8958786752659496,
505
+ 0.1199464140766847,
506
+ 1.0,
507
+ 0.9484606934407114,
508
+ 0.924743989986394,
509
+ 1.1045533858189263,
510
+ 0.9763355497679247,
511
+ 0.8775711016746042,
512
+ 1.4892483405130004,
513
+ 0.9479162196372228,
514
+ 0.824520740664537,
515
+ 0.48200134691826974,
516
+ 0.8093410764663572,
517
+ 1.0307538015892828,
518
+ 0.8557116942728363,
519
+ 0.9675781578595044,
520
+ 0.9316537658305905,
521
+ 0.961482671503125,
522
+ 0.9499524026348503,
523
+ 1.0156281171297905,
524
+ 0.9533815998673338,
525
+ 0.13577727875330386,
526
+ 1.0944930405696027,
527
+ 0.9984202119037168,
528
+ 1.0610893586418122,
529
+ 1.0416564535479678,
530
+ 0.953141207852886,
531
+ 0.9699518518482332,
532
+ 1.0661304370514315,
533
+ 0.9605383246803934,
534
+ 0.9343424770461999,
535
+ 1.1428421085341074,
536
+ 0.9995106529728873,
537
+ 1.0191031224939573,
538
+ 1.0275583030415119
539
+ ]
540
+ ]
541
+ },
542
+ "width": 512,
543
+ "in_features": 262,
544
+ "out_features": 13,
545
+ "depth": 4,
546
+ "padding": 524,
547
+ "parameters": 1063442,
548
+ "cert_evals": {
549
+ "36": 0.6176470518112183,
550
+ "72": 0.5698529481887817,
551
+ "108": 0.5477941036224365,
552
+ "255": 0.3345588147640228
553
+ }
554
+ }
UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/result.json ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 20,
3
+ "best_val_acc": 0.22580645161290322,
4
+ "test_acc": 0.36428571428571427,
5
+ "train_size": 25,
6
+ "val_size": 31,
7
+ "test_size": 140,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -1.7763568394002505e-17,
12
+ -8.399999999486596e-07,
13
+ 7.99999999756551e-08,
14
+ -1.2800000001833566e-06,
15
+ -3.6000000007696543e-07,
16
+ -8.799999999986596e-07,
17
+ 0.0,
18
+ 0.0,
19
+ 0.0,
20
+ 0.0,
21
+ 0.0,
22
+ 0.0,
23
+ 0.0,
24
+ 0.0,
25
+ 0.0,
26
+ 0.0,
27
+ -8.000000002006402e-08,
28
+ 7.99999999756551e-08,
29
+ 0.0,
30
+ 0.0,
31
+ 0.0,
32
+ 0.0,
33
+ 7.99999999756551e-08,
34
+ 0.0,
35
+ -3.199999999159431e-07,
36
+ 0.0,
37
+ 0.0,
38
+ 0.0,
39
+ 0.0,
40
+ 0.0,
41
+ 0.0,
42
+ 0.0,
43
+ -3.3306690738754695e-17,
44
+ -3.999999999981796e-07,
45
+ 0.0,
46
+ 7.99999999756551e-08,
47
+ 0.0,
48
+ 0.0,
49
+ 0.0,
50
+ 0.0,
51
+ 0.0,
52
+ 0.0,
53
+ -8.659739592076221e-17,
54
+ 0.0,
55
+ -8.659739592076221e-17,
56
+ 0.0,
57
+ 0.0,
58
+ 0.0,
59
+ -7.199999999940587e-07,
60
+ -4.800000000759752e-07,
61
+ 2.799999999325564e-07,
62
+ 0.0,
63
+ 2.220446049250313e-18,
64
+ 0.0,
65
+ -1.5999999996907377e-07,
66
+ 0.0,
67
+ -4.0000000006479297e-07,
68
+ 0.0,
69
+ 0.0
70
+ ]
71
+ ],
72
+ "std": [
73
+ [
74
+ 0.9797958971132714,
75
+ 0.979795399156076,
76
+ 0.979796007645425,
77
+ 0.9797944438980055,
78
+ 0.979795825808005,
79
+ 0.9797970293219844,
80
+ 1.0,
81
+ 1.0,
82
+ 1.0,
83
+ 1.0,
84
+ 1.0,
85
+ 1.0,
86
+ 1.0,
87
+ 1.0,
88
+ 0.9797958971132714,
89
+ 1.0,
90
+ 0.9797961795409461,
91
+ 0.979796007645425,
92
+ 1.0,
93
+ 1.0,
94
+ 1.0,
95
+ 1.0,
96
+ 0.9797960076454252,
97
+ 1.0,
98
+ 0.9797960772142222,
99
+ 1.0,
100
+ 1.0,
101
+ 1.0,
102
+ 1.0,
103
+ 1.0,
104
+ 1.0,
105
+ 1.0,
106
+ 0.9797958971132711,
107
+ 0.9797952000000001,
108
+ 1.0,
109
+ 0.9797960076454251,
110
+ 1.0,
111
+ 1.0,
112
+ 1.0,
113
+ 1.0,
114
+ 1.0,
115
+ 1.0,
116
+ 0.9797958971132709,
117
+ 1.0,
118
+ 0.9797958971132709,
119
+ 1.0,
120
+ 1.0,
121
+ 1.0,
122
+ 0.9797942770355633,
123
+ 0.9797949007791427,
124
+ 0.9797958854236333,
125
+ 1.0,
126
+ 0.979795897113271,
127
+ 1.0,
128
+ 0.9797957933341287,
129
+ 1.0,
130
+ 0.9797952,
131
+ 1.0,
132
+ 1.0
133
+ ]
134
+ ]
135
+ },
136
+ "width": 256,
137
+ "in_features": 59,
138
+ "out_features": 18,
139
+ "depth": 4,
140
+ "padding": 118,
141
+ "parameters": 232471,
142
+ "cert_evals": {
143
+ "36": 0.33571428060531616,
144
+ "72": 0.2785714268684387,
145
+ "108": 0.25,
146
+ "255": 0.0714285746216774
147
+ }
148
+ }
UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/result.json ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 6,
3
+ "best_val_acc": 0.48484848484848486,
4
+ "test_acc": 0.2246376811594203,
5
+ "train_size": 25,
6
+ "val_size": 33,
7
+ "test_size": 138,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -1.7763568394002505e-17,
12
+ -8.399999999486596e-07,
13
+ 7.99999999756551e-08,
14
+ -1.2800000001833566e-06,
15
+ -3.6000000007696543e-07,
16
+ -8.799999999986596e-07,
17
+ 0.0,
18
+ 0.0,
19
+ 0.0,
20
+ 0.0,
21
+ 0.0,
22
+ 0.0,
23
+ 0.0,
24
+ 0.0,
25
+ 0.0,
26
+ 0.0,
27
+ -8.000000002006402e-08,
28
+ 7.99999999756551e-08,
29
+ 0.0,
30
+ 0.0,
31
+ 0.0,
32
+ 0.0,
33
+ 7.99999999756551e-08,
34
+ 0.0,
35
+ -3.199999999159431e-07,
36
+ 0.0,
37
+ 0.0,
38
+ 0.0,
39
+ 0.0,
40
+ 0.0,
41
+ 0.0,
42
+ 0.0,
43
+ -3.3306690738754695e-17,
44
+ -3.999999999981796e-07,
45
+ 0.0,
46
+ 7.99999999756551e-08,
47
+ 0.0,
48
+ 0.0,
49
+ 0.0,
50
+ 0.0,
51
+ 0.0,
52
+ 0.0,
53
+ -8.659739592076221e-17,
54
+ 0.0,
55
+ -8.659739592076221e-17,
56
+ 0.0,
57
+ 0.0,
58
+ 0.0,
59
+ -7.199999999940587e-07,
60
+ -4.800000000759752e-07,
61
+ 2.799999999325564e-07,
62
+ 0.0,
63
+ 2.220446049250313e-18,
64
+ 0.0,
65
+ -1.5999999996907377e-07,
66
+ 0.0,
67
+ -4.0000000006479297e-07,
68
+ 0.0,
69
+ 0.0
70
+ ]
71
+ ],
72
+ "std": [
73
+ [
74
+ 0.9797958971132714,
75
+ 0.979795399156076,
76
+ 0.979796007645425,
77
+ 0.9797944438980055,
78
+ 0.979795825808005,
79
+ 0.9797970293219844,
80
+ 1.0,
81
+ 1.0,
82
+ 1.0,
83
+ 1.0,
84
+ 1.0,
85
+ 1.0,
86
+ 1.0,
87
+ 1.0,
88
+ 0.9797958971132714,
89
+ 1.0,
90
+ 0.9797961795409461,
91
+ 0.979796007645425,
92
+ 1.0,
93
+ 1.0,
94
+ 1.0,
95
+ 1.0,
96
+ 0.9797960076454252,
97
+ 1.0,
98
+ 0.9797960772142222,
99
+ 1.0,
100
+ 1.0,
101
+ 1.0,
102
+ 1.0,
103
+ 1.0,
104
+ 1.0,
105
+ 1.0,
106
+ 0.9797958971132711,
107
+ 0.9797952000000001,
108
+ 1.0,
109
+ 0.9797960076454251,
110
+ 1.0,
111
+ 1.0,
112
+ 1.0,
113
+ 1.0,
114
+ 1.0,
115
+ 1.0,
116
+ 0.9797958971132709,
117
+ 1.0,
118
+ 0.9797958971132709,
119
+ 1.0,
120
+ 1.0,
121
+ 1.0,
122
+ 0.9797942770355633,
123
+ 0.9797949007791427,
124
+ 0.9797958854236333,
125
+ 1.0,
126
+ 0.979795897113271,
127
+ 1.0,
128
+ 0.9797957933341287,
129
+ 1.0,
130
+ 0.9797952,
131
+ 1.0,
132
+ 1.0
133
+ ]
134
+ ]
135
+ },
136
+ "width": 256,
137
+ "in_features": 59,
138
+ "out_features": 18,
139
+ "depth": 4,
140
+ "padding": 118,
141
+ "parameters": 232471,
142
+ "cert_evals": {
143
+ "36": 0.12318840622901917,
144
+ "72": 0.08695652335882187,
145
+ "108": 0.05797101557254791,
146
+ "255": 0.0
147
+ }
148
+ }
UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/result.json ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 12,
3
+ "best_val_acc": 0.44,
4
+ "test_acc": 0.3835616438356164,
5
+ "train_size": 25,
6
+ "val_size": 25,
7
+ "test_size": 146,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -1.7763568394002505e-17,
12
+ -8.399999999486596e-07,
13
+ 7.99999999756551e-08,
14
+ -1.2800000001833566e-06,
15
+ -3.6000000007696543e-07,
16
+ -8.799999999986596e-07,
17
+ 0.0,
18
+ 0.0,
19
+ 0.0,
20
+ 0.0,
21
+ 0.0,
22
+ 0.0,
23
+ 0.0,
24
+ 0.0,
25
+ 0.0,
26
+ 0.0,
27
+ -8.000000002006402e-08,
28
+ 7.99999999756551e-08,
29
+ 0.0,
30
+ 0.0,
31
+ 0.0,
32
+ 0.0,
33
+ 7.99999999756551e-08,
34
+ 0.0,
35
+ -3.199999999159431e-07,
36
+ 0.0,
37
+ 0.0,
38
+ 0.0,
39
+ 0.0,
40
+ 0.0,
41
+ 0.0,
42
+ 0.0,
43
+ -3.3306690738754695e-17,
44
+ -3.999999999981796e-07,
45
+ 0.0,
46
+ 7.99999999756551e-08,
47
+ 0.0,
48
+ 0.0,
49
+ 0.0,
50
+ 0.0,
51
+ 0.0,
52
+ 0.0,
53
+ -8.659739592076221e-17,
54
+ 0.0,
55
+ -8.659739592076221e-17,
56
+ 0.0,
57
+ 0.0,
58
+ 0.0,
59
+ -7.199999999940587e-07,
60
+ -4.800000000759752e-07,
61
+ 2.799999999325564e-07,
62
+ 0.0,
63
+ 2.220446049250313e-18,
64
+ 0.0,
65
+ -1.5999999996907377e-07,
66
+ 0.0,
67
+ -4.0000000006479297e-07,
68
+ 0.0,
69
+ 0.0
70
+ ]
71
+ ],
72
+ "std": [
73
+ [
74
+ 0.9797958971132714,
75
+ 0.979795399156076,
76
+ 0.979796007645425,
77
+ 0.9797944438980055,
78
+ 0.979795825808005,
79
+ 0.9797970293219844,
80
+ 1.0,
81
+ 1.0,
82
+ 1.0,
83
+ 1.0,
84
+ 1.0,
85
+ 1.0,
86
+ 1.0,
87
+ 1.0,
88
+ 0.9797958971132714,
89
+ 1.0,
90
+ 0.9797961795409461,
91
+ 0.979796007645425,
92
+ 1.0,
93
+ 1.0,
94
+ 1.0,
95
+ 1.0,
96
+ 0.9797960076454252,
97
+ 1.0,
98
+ 0.9797960772142222,
99
+ 1.0,
100
+ 1.0,
101
+ 1.0,
102
+ 1.0,
103
+ 1.0,
104
+ 1.0,
105
+ 1.0,
106
+ 0.9797958971132711,
107
+ 0.9797952000000001,
108
+ 1.0,
109
+ 0.9797960076454251,
110
+ 1.0,
111
+ 1.0,
112
+ 1.0,
113
+ 1.0,
114
+ 1.0,
115
+ 1.0,
116
+ 0.9797958971132709,
117
+ 1.0,
118
+ 0.9797958971132709,
119
+ 1.0,
120
+ 1.0,
121
+ 1.0,
122
+ 0.9797942770355633,
123
+ 0.9797949007791427,
124
+ 0.9797958854236333,
125
+ 1.0,
126
+ 0.979795897113271,
127
+ 1.0,
128
+ 0.9797957933341287,
129
+ 1.0,
130
+ 0.9797952,
131
+ 1.0,
132
+ 1.0
133
+ ]
134
+ ]
135
+ },
136
+ "width": 256,
137
+ "in_features": 59,
138
+ "out_features": 18,
139
+ "depth": 4,
140
+ "padding": 118,
141
+ "parameters": 232471,
142
+ "cert_evals": {
143
+ "36": 0.3493150770664215,
144
+ "72": 0.28082191944122314,
145
+ "108": 0.2054794430732727,
146
+ "255": 0.02054794505238533
147
+ }
148
+ }
UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 0.8247422680412371,
4
+ "test_acc": 0.8306451612903226,
5
+ "train_size": 156,
6
+ "val_size": 97,
7
+ "test_size": 372,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.09511109615384612,
12
+ -3.416070845000482e-17,
13
+ 0.00905823076923074,
14
+ 0.08152388461538454
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 1.0090351712085057,
20
+ 1.0055834762270852,
21
+ 0.9532661180714023,
22
+ 1.002273371607005
23
+ ]
24
+ ]
25
+ },
26
+ "width": 32,
27
+ "in_features": 4,
28
+ "out_features": 3,
29
+ "depth": 4,
30
+ "padding": 10,
31
+ "parameters": 3560,
32
+ "cert_evals": {
33
+ "36": 0.6505376100540161,
34
+ "72": 0.46236559748649597,
35
+ "108": 0.2983871102333069,
36
+ "255": 0.01344086043536663
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/balance-scale/fold_3/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 20,
3
+ "best_val_acc": 0.7608695652173914,
4
+ "test_acc": 0.7639257294429708,
5
+ "train_size": 156,
6
+ "val_size": 92,
7
+ "test_size": 377,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.05434929487179499,
12
+ -0.08605298076923085,
13
+ 0.06793655769230768,
14
+ -0.16757685256410257
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 1.0569029867956488,
20
+ 1.0161657906649941,
21
+ 0.9625917447832895,
22
+ 0.9469510608150327
23
+ ]
24
+ ]
25
+ },
26
+ "width": 32,
27
+ "in_features": 4,
28
+ "out_features": 3,
29
+ "depth": 4,
30
+ "padding": 10,
31
+ "parameters": 3560,
32
+ "cert_evals": {
33
+ "36": 0.6366047859191895,
34
+ "72": 0.4774535596370697,
35
+ "108": 0.3527851402759552,
36
+ "255": 0.04774535819888115
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/bank/fold_1/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 32,
3
+ "best_val_acc": 0.8731343283582089,
4
+ "test_acc": 0.8721058434399118,
5
+ "train_size": 1130,
6
+ "val_size": 670,
7
+ "test_size": 2721,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.01574801380530978,
12
+ 0.0023927396460177394,
13
+ 0.0021967858407077644,
14
+ -0.01932307256637162,
15
+ 0.006853599999999982,
16
+ -0.03479098039734521,
17
+ 0.0010882398230089275,
18
+ 0.02142298584070794,
19
+ -0.04310824424778776,
20
+ -0.002926514159292115,
21
+ -0.01356536707964567,
22
+ 0.01527978015929205,
23
+ -0.04149083628318521,
24
+ -0.006613960176991296,
25
+ 0.006211176106194516,
26
+ -0.021354536283185895
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 0.969300386690253,
32
+ 1.0029838787869998,
33
+ 1.0077378567908635,
34
+ 1.0067270576318987,
35
+ 0.9737641828355684,
36
+ 0.8874066057167844,
37
+ 1.0000362134178429,
38
+ 0.978768086158569,
39
+ 1.0166647522536418,
40
+ 1.0110908544078474,
41
+ 0.9795699211960872,
42
+ 0.988628308543735,
43
+ 0.8468895052095667,
44
+ 1.0088647512260476,
45
+ 1.0744144429583726,
46
+ 0.97024384329565
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 2,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 14727,
56
+ "cert_evals": {
57
+ "36": 0.8166115283966064,
58
+ "72": 0.7559720277786255,
59
+ "108": 0.6729143857955933,
60
+ "255": 0.29217198491096497
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/bank/fold_2/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 29,
3
+ "best_val_acc": 0.84992784992785,
4
+ "test_acc": 0.8369162342475908,
5
+ "train_size": 1130,
6
+ "val_size": 693,
7
+ "test_size": 2698,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.03612999486725651,
12
+ 0.0039014732743363205,
13
+ -0.026264318584070866,
14
+ 0.007914513274336264,
15
+ -2.920000000001238e-05,
16
+ -0.02074493859203536,
17
+ -0.02212137345132746,
18
+ -0.02529917433628319,
19
+ -0.017585318584070603,
20
+ 0.002009283628318563,
21
+ -0.032913651327433256,
22
+ 0.01575317238053096,
23
+ 0.01656134477876116,
24
+ 0.004832360176991011,
25
+ 0.0046435044247787275,
26
+ -0.007806110619469017
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 1.026029784154538,
32
+ 1.014567266706415,
33
+ 0.9934924943110668,
34
+ 1.0009548228746656,
35
+ 0.9999976513205256,
36
+ 0.9005330945128681,
37
+ 0.9966950423207805,
38
+ 1.02369326820955,
39
+ 1.0066229970970322,
40
+ 1.0105897259642973,
41
+ 0.9953808522736891,
42
+ 1.0444837633462487,
43
+ 0.9721502138598372,
44
+ 1.0252935681497495,
45
+ 0.9895490051866441,
46
+ 0.9907898156267138
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 2,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 14727,
56
+ "cert_evals": {
57
+ "36": 0.790215015411377,
58
+ "72": 0.7283173203468323,
59
+ "108": 0.6493699550628662,
60
+ "255": 0.30281689763069153
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/blood/fold_0/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 32,
3
+ "best_val_acc": 0.6475409836065574,
4
+ "test_acc": 0.642369020501139,
5
+ "train_size": 187,
6
+ "val_size": 122,
7
+ "test_size": 439,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.08207599251336908,
12
+ 0.07211877540106948,
13
+ 0.07211877540106948,
14
+ 0.12092969090909093
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 1.0915037898164763,
20
+ 0.9154190444987925,
21
+ 0.9154190444987925,
22
+ 1.0234960637376278
23
+ ]
24
+ ]
25
+ },
26
+ "width": 32,
27
+ "in_features": 4,
28
+ "out_features": 2,
29
+ "depth": 4,
30
+ "padding": 10,
31
+ "parameters": 3527,
32
+ "cert_evals": {
33
+ "36": 0.5466970801353455,
34
+ "72": 0.4100227952003479,
35
+ "108": 0.27790433168411255,
36
+ "255": 0.0364464707672596
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_3/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 7,
3
+ "best_val_acc": 0.978494623655914,
4
+ "test_acc": 0.951276102088167,
5
+ "train_size": 175,
6
+ "val_size": 93,
7
+ "test_size": 431,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0424054742857143,
12
+ -0.014108091428571279,
13
+ -0.00827128971428571,
14
+ -0.056438248,
15
+ -0.030462011428571644,
16
+ 0.035918565714285505,
17
+ -0.09751196000000009,
18
+ -0.053737870857142926,
19
+ -0.04380451428571453
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 0.9542842873481718,
25
+ 0.9773558222868145,
26
+ 0.959218665273952,
27
+ 0.9009025916399945,
28
+ 0.98004059543331,
29
+ 1.0172287889258582,
30
+ 1.000728061455461,
31
+ 0.9224531635202544,
32
+ 0.947073789238405
33
+ ]
34
+ ]
35
+ },
36
+ "width": 32,
37
+ "in_features": 9,
38
+ "out_features": 2,
39
+ "depth": 4,
40
+ "padding": 18,
41
+ "parameters": 3847,
42
+ "cert_evals": {
43
+ "36": 0.932714581489563,
44
+ "72": 0.9234338402748108,
45
+ "108": 0.9048723578453064,
46
+ "255": 0.47331786155700684
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/result.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 53,
3
+ "best_val_acc": 0.8575757575757575,
4
+ "test_acc": 0.866403162055336,
5
+ "train_size": 531,
6
+ "val_size": 330,
7
+ "test_size": 1265,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.011989649905837963,
12
+ 0.017703763653483834,
13
+ -0.04815508248587558,
14
+ 0.0878522580037672,
15
+ -0.0001940107344639859,
16
+ -0.0574620999999995,
17
+ 0.04414582297551817,
18
+ 0.04154100908662901,
19
+ 0.0033932510357819923,
20
+ 0.013044282391713674,
21
+ -0.042404981242937984,
22
+ 0.04134378888888889,
23
+ -0.01985842806026365,
24
+ 0.05704191233521654,
25
+ 0.04647320527306972,
26
+ -0.06624954802259869,
27
+ 0.0383948538606398,
28
+ 0.015676433521657228,
29
+ 0.03476359286252388,
30
+ 0.0983877023352167,
31
+ -0.00027604896421838714
32
+ ]
33
+ ],
34
+ "std": [
35
+ [
36
+ 1.0121411725514342,
37
+ 1.0022698506112053,
38
+ 0.7850107263672123,
39
+ 1.021861659011844,
40
+ 1.0205680703685656,
41
+ 1.0,
42
+ 1.0504178369202641,
43
+ 0.9762037792485212,
44
+ 0.9969033920323853,
45
+ 1.0262088384173584,
46
+ 0.9577094393711939,
47
+ 1.018018865673482,
48
+ 1.0072567026892174,
49
+ 1.0240761987453126,
50
+ 0.9864342700743015,
51
+ 0.8655231462742808,
52
+ 1.0132444325659744,
53
+ 1.002180759880479,
54
+ 1.0086965056851351,
55
+ 1.1584443320466373,
56
+ 0.9678154222739248
57
+ ]
58
+ ]
59
+ },
60
+ "width": 64,
61
+ "in_features": 21,
62
+ "out_features": 3,
63
+ "depth": 4,
64
+ "padding": 42,
65
+ "parameters": 15432,
66
+ "cert_evals": {
67
+ "36": 0.841897189617157,
68
+ "72": 0.8031620383262634,
69
+ "108": 0.7541502118110657,
70
+ "255": 0.5083003640174866
71
+ }
72
+ }
UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 19,
3
+ "best_val_acc": 0.22365339578454332,
4
+ "test_acc": 0.20886000476985453,
5
+ "train_size": 7014,
6
+ "val_size": 4270,
7
+ "test_size": 16772,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0038034088964931244,
12
+ -0.012312182207011678,
13
+ 0.00825354519532299,
14
+ -0.012616928286283908,
15
+ 0.00814625808383194,
16
+ 0.012173608639860799
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9903915605524702,
22
+ 0.991199162231707,
23
+ 1.011474563134033,
24
+ 0.9971077092137348,
25
+ 0.999255185770078,
26
+ 1.0033642166267953
27
+ ]
28
+ ]
29
+ },
30
+ "width": 32,
31
+ "in_features": 6,
32
+ "out_features": 18,
33
+ "depth": 4,
34
+ "padding": 12,
35
+ "parameters": 4183,
36
+ "cert_evals": {
37
+ "36": 0.13331742584705353,
38
+ "72": 0.0745885968208313,
39
+ "108": 0.03631051629781723,
40
+ "255": 0.0009539708844386041
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/result.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 31,
3
+ "best_val_acc": 0.9719827586206896,
4
+ "test_acc": 0.9653388515261252,
5
+ "train_size": 799,
6
+ "val_size": 464,
7
+ "test_size": 1933,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.012910581977471696,
12
+ 0.0232343479349185,
13
+ 0.01974840050062684,
14
+ -0.006236645807259704,
15
+ 0.016582745932415422,
16
+ 0.011297774718398169,
17
+ 0.042862941176470284,
18
+ 0.03031926157697225,
19
+ 0.0180404605757215,
20
+ -0.010202853566957767,
21
+ -0.00189366082603287,
22
+ -0.016319619524404437,
23
+ 0.0033822653316640658,
24
+ -0.03204078085106409,
25
+ 0.0705100575719649,
26
+ 0.02903828535669439,
27
+ -0.03100208760951203,
28
+ -0.008096886107634134,
29
+ -0.03482669524405622,
30
+ 0.019232514392990924,
31
+ 0.012952405506882283,
32
+ 0.028141539424280874,
33
+ 0.012118360450564641,
34
+ -0.021248015018773447,
35
+ -0.016025085481852858,
36
+ 5.306633288432277e-07,
37
+ -0.020626277847311296,
38
+ -0.017688700000000283,
39
+ 0.0857653942428025,
40
+ -0.03719805506883507,
41
+ 0.005740868585732433,
42
+ 0.07288125406758252,
43
+ 0.025791864831039592,
44
+ -0.00712086608260405,
45
+ -0.040342160200250346,
46
+ -0.05876795494368149
47
+ ]
48
+ ],
49
+ "std": [
50
+ [
51
+ 0.9837163023685394,
52
+ 1.0378682164982054,
53
+ 1.0465982807867846,
54
+ 0.9915165284267596,
55
+ 1.005530465952035,
56
+ 1.0006602278791406,
57
+ 1.010781822340367,
58
+ 1.0199155022259125,
59
+ 1.0041109770934162,
60
+ 0.9954304425556489,
61
+ 0.999580748645936,
62
+ 0.9784729377035531,
63
+ 1.001226355888721,
64
+ 0.7309839212424674,
65
+ 1.0450840322089407,
66
+ 1.0585050069556725,
67
+ 0.9104979964986178,
68
+ 1.0030733244153598,
69
+ 0.7855814376765642,
70
+ 1.0182546843992308,
71
+ 1.0103378991543899,
72
+ 1.020315666869466,
73
+ 1.0226041285721963,
74
+ 0.9944445166738229,
75
+ 0.8530722671343124,
76
+ 0.9998428506463546,
77
+ 0.958403864877632,
78
+ 1.0,
79
+ 1.297598626233983,
80
+ 0.9108937768595846,
81
+ 1.0046803731698561,
82
+ 1.1311938967311475,
83
+ 1.0059129579966133,
84
+ 1.0017029704517841,
85
+ 1.020154120299574,
86
+ 0.9629351207831572
87
+ ]
88
+ ]
89
+ },
90
+ "width": 128,
91
+ "in_features": 36,
92
+ "out_features": 2,
93
+ "depth": 4,
94
+ "padding": 72,
95
+ "parameters": 59143,
96
+ "cert_evals": {
97
+ "36": 0.9389550089836121,
98
+ "72": 0.9089498519897461,
99
+ "108": 0.852560818195343,
100
+ "255": 0.4154164791107178
101
+ }
102
+ }
UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/result.json ADDED
@@ -0,0 +1,102 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 28,
3
+ "best_val_acc": 0.9800443458980045,
4
+ "test_acc": 0.9671120246659815,
5
+ "train_size": 799,
6
+ "val_size": 451,
7
+ "test_size": 1946,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.0009927534418022186,
12
+ 0.018342768460575525,
13
+ -0.06582760575719632,
14
+ -0.0020792615769724375,
15
+ 0.051078400500625745,
16
+ 0.011297774718398223,
17
+ -0.03506647058823558,
18
+ -0.021223376720899582,
19
+ -0.03866361702127398,
20
+ -0.02380752190237722,
21
+ -0.014526558197747444,
22
+ 0.016318818523153884,
23
+ 0.006087788485606497,
24
+ 0.07781297659574443,
25
+ -0.04009326658322881,
26
+ 0.017423181476844563,
27
+ -0.016413096370462833,
28
+ -0.032386387984980926,
29
+ 0.020896709511889343,
30
+ 0.0017488035043802706,
31
+ 0.0032379173967446036,
32
+ -0.04377830913642133,
33
+ 0.00134634543179087,
34
+ -0.008370843554443178,
35
+ -0.01602508548185286,
36
+ -0.05699136670838574,
37
+ 0.012376380475592372,
38
+ -0.017688700000000283,
39
+ 0.023390775969961416,
40
+ 0.03719677847309204,
41
+ 0.005740868585732397,
42
+ -0.004124948685859613,
43
+ 0.002579862327909166,
44
+ -0.025243699624531293,
45
+ -0.02052447684605754,
46
+ 0.019589255319148336
47
+ ]
48
+ ],
49
+ "std": [
50
+ [
51
+ 0.9986195311743077,
52
+ 1.0300230852190024,
53
+ 0.8216604611116667,
54
+ 0.9970790771407829,
55
+ 1.0163955081800622,
56
+ 1.0006602278791408,
57
+ 0.9894273630441428,
58
+ 0.9849960711322177,
59
+ 0.9895223747807858,
60
+ 0.9893503391280706,
61
+ 0.9977270081722001,
62
+ 1.0205058915949463,
63
+ 1.0023223894472089,
64
+ 1.4564544306041578,
65
+ 0.9790108101412359,
66
+ 1.0355371587989588,
67
+ 0.9537117155994841,
68
+ 1.0123108404588719,
69
+ 1.108181480971759,
70
+ 1.001546561141509,
71
+ 1.0024924985959782,
72
+ 0.9655037096440781,
73
+ 1.0024053099202712,
74
+ 0.9977739015125082,
75
+ 0.8530722671343125,
76
+ 1.021876104669329,
77
+ 1.0237032374075374,
78
+ 1.0,
79
+ 1.0898218142005072,
80
+ 1.080220497632301,
81
+ 1.0046803731698557,
82
+ 0.9917285097795778,
83
+ 1.000482486194206,
84
+ 1.0061895454376688,
85
+ 1.0104282205557285,
86
+ 1.0110875620192163
87
+ ]
88
+ ]
89
+ },
90
+ "width": 128,
91
+ "in_features": 36,
92
+ "out_features": 2,
93
+ "depth": 4,
94
+ "padding": 72,
95
+ "parameters": 59143,
96
+ "cert_evals": {
97
+ "36": 0.9373073577880859,
98
+ "72": 0.9064748287200928,
99
+ "108": 0.8499486446380615,
100
+ "255": 0.441418319940567
101
+ }
102
+ }
UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 10,
3
+ "best_val_acc": 0.543859649122807,
4
+ "test_acc": 0.5985130111524164,
5
+ "train_size": 109,
6
+ "val_size": 57,
7
+ "test_size": 269,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.05633650458715604,
12
+ -0.11779591743119261,
13
+ -0.04414557798165136,
14
+ -0.044145577981651356,
15
+ -0.1385431192660551,
16
+ -0.04414557798165139,
17
+ -0.026378550458715573,
18
+ 0.11256628440366967,
19
+ -0.10507706422018329,
20
+ -0.054913027522935885,
21
+ -0.05395532110091718,
22
+ 0.008270385321100901,
23
+ 0.10771073394495408,
24
+ 0.03500372477064211,
25
+ -0.000600422018348633,
26
+ -0.02276844036697253
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 0.8184815616369955,
32
+ 0.8313668954689791,
33
+ 0.8538679440524577,
34
+ 0.8538679440524576,
35
+ 0.5219210944971431,
36
+ 0.8538679440524588,
37
+ 0.9259164552817457,
38
+ 1.2484961570437194,
39
+ 0.7457451590890042,
40
+ 0.7568400989501728,
41
+ 0.8761485096645807,
42
+ 1.012504902324288,
43
+ 1.1811957798165138,
44
+ 1.0783310548027614,
45
+ 0.9977827937237086,
46
+ 0.9845600817644352
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 2,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 14727,
56
+ "cert_evals": {
57
+ "36": 0.267657995223999,
58
+ "72": 0.22304832935333252,
59
+ "108": 0.0706319659948349,
60
+ "255": 0.01858736015856266
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/result.json ADDED
@@ -0,0 +1,150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 26,
3
+ "best_val_acc": 0.8620689655172413,
4
+ "test_acc": 0.7795275590551181,
5
+ "train_size": 52,
6
+ "val_size": 29,
7
+ "test_size": 127,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.1496621807692307,
12
+ -0.08903577807692303,
13
+ -0.14030929807692305,
14
+ -0.035338826923076924,
15
+ 0.08386959669423068,
16
+ 0.09199651153846154,
17
+ 0.14088967307692307,
18
+ 0.07056369423076922,
19
+ -0.0025582480769230555,
20
+ 0.009174194230769301,
21
+ 0.0818218730769231,
22
+ 0.08237485384615381,
23
+ 0.04123067288461538,
24
+ -0.00616768461538463,
25
+ -0.028849084615384605,
26
+ -0.04050276923076927,
27
+ -0.0212545653846154,
28
+ -0.05132907923076921,
29
+ -0.04626740192307692,
30
+ -0.07403159615384614,
31
+ -0.05252051923076921,
32
+ 0.030670448076923096,
33
+ -0.021138782692307692,
34
+ 0.005048434615384597,
35
+ 0.09778213076923079,
36
+ 0.2050811269230769,
37
+ 0.18951900000000002,
38
+ 0.09827862115384613,
39
+ 0.07715956730769227,
40
+ 0.1654723846153846,
41
+ 0.07360706730769234,
42
+ -0.012788405769230859,
43
+ -0.07698564038461544,
44
+ -0.11772723500000001,
45
+ -0.012259624999999958,
46
+ 0.0018293673076923635,
47
+ -0.07115984249999997,
48
+ -0.07953136711538462,
49
+ -0.04274317096153846,
50
+ -0.03792623653846152,
51
+ -0.08625715769230768,
52
+ -0.05082718653846153,
53
+ 0.0639244403846154,
54
+ 0.05993298846153846,
55
+ 0.008120661730769264,
56
+ -0.03299837499999998,
57
+ -0.08261534326923076,
58
+ -0.13786070961538463,
59
+ -0.11194899807692303,
60
+ -0.1165946903846154,
61
+ -0.11254034384615383,
62
+ -0.09731205576923077,
63
+ -0.10915543461538466,
64
+ -0.020348332692307698,
65
+ -0.03527259615384616,
66
+ -0.05305450769230768,
67
+ -0.0766177076923077,
68
+ 0.017685547115384614,
69
+ 0.05708845576923076,
70
+ 0.13349773076923077
71
+ ]
72
+ ],
73
+ "std": [
74
+ [
75
+ 0.808987901180408,
76
+ 0.6916743939877592,
77
+ 0.6533719713044063,
78
+ 0.7289409087743024,
79
+ 0.9799815957215703,
80
+ 1.1546934744155954,
81
+ 1.0489671907417901,
82
+ 1.0406351665781963,
83
+ 1.06602300100525,
84
+ 0.9855510401092009,
85
+ 0.941611877990984,
86
+ 0.874334438804182,
87
+ 0.8948617088044496,
88
+ 0.9284777014495024,
89
+ 0.9652796384670821,
90
+ 0.9176168045360895,
91
+ 0.9187448624511494,
92
+ 0.9637941840958039,
93
+ 1.036895695822955,
94
+ 1.080455047426266,
95
+ 1.0569445623516454,
96
+ 1.027280062203057,
97
+ 0.9972067893847262,
98
+ 0.9558109386682533,
99
+ 0.9135564279343454,
100
+ 0.9323450964074564,
101
+ 0.9165881179625035,
102
+ 0.9150530169961677,
103
+ 0.8966782811687405,
104
+ 0.9697039290944067,
105
+ 1.0552459326194796,
106
+ 1.0678782438443375,
107
+ 1.0350794282536124,
108
+ 0.981036806175182,
109
+ 1.0268794592105523,
110
+ 1.049486682131856,
111
+ 1.0562822257610098,
112
+ 1.0082564159163012,
113
+ 1.008195204043701,
114
+ 1.0704359719340684,
115
+ 1.0356445372719016,
116
+ 0.9497252302544834,
117
+ 1.0265656593627723,
118
+ 1.1425919880616457,
119
+ 0.984594565229331,
120
+ 0.9387504917802769,
121
+ 0.9538513934843633,
122
+ 0.9644663205759176,
123
+ 0.9826957464876444,
124
+ 0.906104614495397,
125
+ 0.6863012460053298,
126
+ 0.8135699574469399,
127
+ 0.8718984903633391,
128
+ 0.87106180576059,
129
+ 0.9705550873133266,
130
+ 0.7881063937322114,
131
+ 1.0305107562527829,
132
+ 0.9850679024115949,
133
+ 1.0840227025091698,
134
+ 0.955646054806482
135
+ ]
136
+ ]
137
+ },
138
+ "width": 256,
139
+ "in_features": 60,
140
+ "out_features": 2,
141
+ "depth": 4,
142
+ "padding": 120,
143
+ "parameters": 228871,
144
+ "cert_evals": {
145
+ "36": 0.7401574850082397,
146
+ "72": 0.6850393414497375,
147
+ "108": 0.6456692814826965,
148
+ "255": 0.4015747904777527
149
+ }
150
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/result.json ADDED
@@ -0,0 +1,150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 9,
3
+ "best_val_acc": 0.8181818181818182,
4
+ "test_acc": 0.7886178861788617,
5
+ "train_size": 52,
6
+ "val_size": 33,
7
+ "test_size": 123,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.11352727307692301,
12
+ 0.005484550769230757,
13
+ 0.14128544711538463,
14
+ 0.01698709807692309,
15
+ -0.05546616484423073,
16
+ 0.015633542307692313,
17
+ 0.01695465576923076,
18
+ 0.007012186538461534,
19
+ 0.16428315769230764,
20
+ 0.1885259807692308,
21
+ 0.17271181923076925,
22
+ 0.10288603057692303,
23
+ 0.035842053846153805,
24
+ 0.06598513846153845,
25
+ 0.024155067307692363,
26
+ -0.031890009615384636,
27
+ -0.09900835576923078,
28
+ -0.06074108884615382,
29
+ -0.057217736538461544,
30
+ -0.05421212307692307,
31
+ 0.009597998076923055,
32
+ 0.08198633076923077,
33
+ 0.0738865326923077,
34
+ 0.11153800000000001,
35
+ 0.12820763269230767,
36
+ 0.1497061423076923,
37
+ 0.17804224999999999,
38
+ 0.12074562557692313,
39
+ 0.011866653846153862,
40
+ 0.02657458461538462,
41
+ 0.08961283461538459,
42
+ 0.012436888461538488,
43
+ -0.15344758865384617,
44
+ -0.25327539384615383,
45
+ -0.1676381884615385,
46
+ -0.08097806538461542,
47
+ 0.010272027115384563,
48
+ 0.0761040280769231,
49
+ 0.07725368461538452,
50
+ 0.01526856923076923,
51
+ 0.09035966538461546,
52
+ -0.018093585576923078,
53
+ -0.08110181153846155,
54
+ -0.05179539615384614,
55
+ -0.062206399423076895,
56
+ -0.05773718076923074,
57
+ -0.015536751903846145,
58
+ -0.05303988461538456,
59
+ -0.0334830886538462,
60
+ -0.019491399423076903,
61
+ -0.014853353461538439,
62
+ -0.04920472788461536,
63
+ -0.013006382692307706,
64
+ -0.11464770384615387,
65
+ -0.22059024807692304,
66
+ -0.20056836153846153,
67
+ -0.17135017615384612,
68
+ -0.09496722596153845,
69
+ -0.12957644230769227,
70
+ 0.05055160769230771
71
+ ]
72
+ ],
73
+ "std": [
74
+ [
75
+ 0.7779847294085735,
76
+ 0.8164589056484339,
77
+ 0.8897943994160501,
78
+ 0.8232379895108087,
79
+ 0.8913136137549748,
80
+ 1.2277539871431498,
81
+ 1.148342655187086,
82
+ 1.0125738638827777,
83
+ 1.0308151593845143,
84
+ 1.0814728380420244,
85
+ 1.1275636354460448,
86
+ 1.0953105542528634,
87
+ 0.9617223163008869,
88
+ 0.9271042130221435,
89
+ 1.002366167344782,
90
+ 1.0134009310910002,
91
+ 0.9541301699800748,
92
+ 0.9039526162729385,
93
+ 0.8533527267834845,
94
+ 0.8674137383144989,
95
+ 0.8667342359963858,
96
+ 0.8682751705934699,
97
+ 0.8669633975953135,
98
+ 0.8844079338595519,
99
+ 0.8959832014657619,
100
+ 0.9477171784962183,
101
+ 0.9665146933040765,
102
+ 0.9608709208756278,
103
+ 0.9362600441482569,
104
+ 0.826100491116595,
105
+ 0.9039285396250091,
106
+ 0.9697986338184826,
107
+ 0.8888423793086146,
108
+ 0.878236080206782,
109
+ 0.9309060317786465,
110
+ 0.9900496254008503,
111
+ 1.00813869687356,
112
+ 1.0903606967893815,
113
+ 1.0386726650233546,
114
+ 0.9723646970288363,
115
+ 0.965534654631892,
116
+ 0.9659616919831083,
117
+ 0.9294069827841253,
118
+ 0.9165737515917189,
119
+ 0.890391924899276,
120
+ 0.8408198724294259,
121
+ 0.7367456383541913,
122
+ 0.9168199780746074,
123
+ 0.8757122466574018,
124
+ 0.8068953654942984,
125
+ 0.8229736283202036,
126
+ 0.7999629806684128,
127
+ 0.9417385941942646,
128
+ 0.873184043119562,
129
+ 0.7480790001744239,
130
+ 0.9895160335641305,
131
+ 1.0132212109764678,
132
+ 0.7628419936253807,
133
+ 0.961901997536315,
134
+ 1.3290599320503582
135
+ ]
136
+ ]
137
+ },
138
+ "width": 256,
139
+ "in_features": 60,
140
+ "out_features": 2,
141
+ "depth": 4,
142
+ "padding": 120,
143
+ "parameters": 228871,
144
+ "cert_evals": {
145
+ "36": 0.7154471278190613,
146
+ "72": 0.6747967004776001,
147
+ "108": 0.6097560524940491,
148
+ "255": 0.2926829159259796
149
+ }
150
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/result.json ADDED
@@ -0,0 +1,150 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 12,
3
+ "best_val_acc": 0.8787878787878788,
4
+ "test_acc": 0.7560975609756098,
5
+ "train_size": 52,
6
+ "val_size": 33,
7
+ "test_size": 123,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.11402919442307692,
12
+ -0.1958088194230769,
13
+ -0.192454475,
14
+ -0.2174456115384615,
15
+ -0.1483449469961539,
16
+ -0.09730015192307692,
17
+ -0.11111996346153846,
18
+ -0.1199549596153846,
19
+ -0.08601968673076922,
20
+ -0.1359838,
21
+ -0.07711971153846155,
22
+ 0.005683598076923046,
23
+ -0.07644932499999996,
24
+ -0.12452823865384616,
25
+ -0.18065320384615383,
26
+ -0.24127502307692308,
27
+ -0.2122367865384616,
28
+ -0.17662752923076924,
29
+ -0.13966792115384613,
30
+ -0.06574370384615388,
31
+ -0.007378620000000012,
32
+ -0.0002028721153846167,
33
+ 0.06875905961538463,
34
+ 0.10454161923076924,
35
+ 0.1822036923076923,
36
+ 0.14234525,
37
+ 0.08357052884615387,
38
+ 0.14328510769230768,
39
+ 0.2375776069230769,
40
+ 0.1643224807692307,
41
+ 0.10515068653846156,
42
+ 0.09213309999999994,
43
+ 0.013323825000000011,
44
+ -0.06487759653846153,
45
+ -0.13430994076923078,
46
+ -0.21115623846153847,
47
+ -0.22730641923076922,
48
+ -0.23543729230769228,
49
+ -0.22808152115384622,
50
+ -0.14895506923076926,
51
+ -0.001168684615384663,
52
+ -0.04320264326923076,
53
+ -0.018799333269230768,
54
+ -0.013186748076922994,
55
+ -0.07072882692307694,
56
+ -0.03641541923076926,
57
+ -0.009211202865384651,
58
+ 0.028638237499999993,
59
+ 0.052042886346153845,
60
+ -0.09590774230769232,
61
+ -0.057291330384615397,
62
+ 0.06657091249999998,
63
+ 0.02539913076923079,
64
+ -0.15310468230769228,
65
+ -0.20838050961538462,
66
+ -0.049366707692307735,
67
+ -0.07994125884615386,
68
+ -0.19751397115384617,
69
+ -0.2403308269230769,
70
+ -0.24415720000000002
71
+ ]
72
+ ],
73
+ "std": [
74
+ [
75
+ 0.8763416312333093,
76
+ 0.602973469758421,
77
+ 0.5448117196260321,
78
+ 0.5663296924240132,
79
+ 0.686341085757452,
80
+ 0.8337013907572342,
81
+ 0.6813276818285096,
82
+ 0.7825144766842531,
83
+ 0.7861121760890293,
84
+ 0.7905273301791387,
85
+ 0.7805552299762032,
86
+ 0.9027317120726256,
87
+ 0.8667207852850977,
88
+ 0.8531311452416169,
89
+ 0.8318630140159454,
90
+ 0.8852179006046725,
91
+ 0.8740431599665568,
92
+ 0.8442406359472446,
93
+ 0.8609171894886277,
94
+ 0.886971626868803,
95
+ 0.9185053211820478,
96
+ 1.0100806480837976,
97
+ 0.9919727273312126,
98
+ 1.0562822860856174,
99
+ 0.9850251469218465,
100
+ 0.9910273621465151,
101
+ 1.0655846350198521,
102
+ 0.9906322053442151,
103
+ 0.8736899428048334,
104
+ 0.9821436750511889,
105
+ 0.9453561139667965,
106
+ 0.8625303165093016,
107
+ 1.0040239879345572,
108
+ 0.9847231539651756,
109
+ 0.9280844832031707,
110
+ 0.9503954469001101,
111
+ 0.9765763369138967,
112
+ 0.965164414073675,
113
+ 0.9709362119147936,
114
+ 1.0665530487737096,
115
+ 1.0793454570821943,
116
+ 1.0572717622116554,
117
+ 1.0593503627745042,
118
+ 1.0162684589041668,
119
+ 1.0177130607371694,
120
+ 1.0958546673800382,
121
+ 1.1902586310529617,
122
+ 1.1293249209196217,
123
+ 1.0653539976947333,
124
+ 0.9647675285784101,
125
+ 1.1814566025747812,
126
+ 1.13738601881979,
127
+ 1.0351334435322548,
128
+ 0.934859922308927,
129
+ 0.7895031892247589,
130
+ 0.9239212461978867,
131
+ 0.8971132845231489,
132
+ 0.7340435621135994,
133
+ 0.876038640540552,
134
+ 0.7272617950430326
135
+ ]
136
+ ]
137
+ },
138
+ "width": 256,
139
+ "in_features": 60,
140
+ "out_features": 2,
141
+ "depth": 4,
142
+ "padding": 120,
143
+ "parameters": 228871,
144
+ "cert_evals": {
145
+ "36": 0.7154471278190613,
146
+ "72": 0.6910569071769714,
147
+ "108": 0.6666666269302368,
148
+ "255": 0.3658536374568939
149
+ }
150
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/result.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 22,
3
+ "best_val_acc": 0.6203703703703703,
4
+ "test_acc": 0.6214285714285714,
5
+ "train_size": 462,
6
+ "val_size": 108,
7
+ "test_size": 420,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -2.857142828580301e-07,
12
+ 2.385281389853348e-08,
13
+ -4.3088744564142115e-08,
14
+ -3.844155827509708e-08,
15
+ -8.807359302639395e-08,
16
+ -1.304545454734722e-07,
17
+ 2.852813846998729e-08,
18
+ -1.7538961132040442e-08,
19
+ 1.6883116991740976e-08,
20
+ 6.995670959114648e-08,
21
+ -9.999999998989893e-08
22
+ ]
23
+ ],
24
+ "std": [
25
+ [
26
+ 0.9989172494309853,
27
+ 0.9989172586260624,
28
+ 0.9989172585041448,
29
+ 0.9989169579535073,
30
+ 0.9989173225330026,
31
+ 0.9989172947423731,
32
+ 0.9989172394761775,
33
+ 0.9989172874813478,
34
+ 0.9989173118500234,
35
+ 0.9989170573955074,
36
+ 0.9989173544054772
37
+ ]
38
+ ]
39
+ },
40
+ "width": 64,
41
+ "in_features": 11,
42
+ "out_features": 11,
43
+ "depth": 4,
44
+ "padding": 22,
45
+ "parameters": 14672,
46
+ "cert_evals": {
47
+ "36": 0.5190476179122925,
48
+ "72": 0.3690476417541504,
49
+ "108": 0.2380952537059784,
50
+ "255": 0.02142857201397419
51
+ }
52
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/result.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 17,
3
+ "best_val_acc": 0.6336633663366337,
4
+ "test_acc": 0.6252927400468384,
5
+ "train_size": 462,
6
+ "val_size": 101,
7
+ "test_size": 427,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -2.857142828580301e-07,
12
+ 2.385281389853348e-08,
13
+ -4.3088744564142115e-08,
14
+ -3.844155827509708e-08,
15
+ -8.807359302639395e-08,
16
+ -1.304545454734722e-07,
17
+ 2.852813846998729e-08,
18
+ -1.7538961132040442e-08,
19
+ 1.6883116991740976e-08,
20
+ 6.995670959114648e-08,
21
+ -9.999999998989893e-08
22
+ ]
23
+ ],
24
+ "std": [
25
+ [
26
+ 0.9989172494309853,
27
+ 0.9989172586260624,
28
+ 0.9989172585041448,
29
+ 0.9989169579535073,
30
+ 0.9989173225330026,
31
+ 0.9989172947423731,
32
+ 0.9989172394761775,
33
+ 0.9989172874813478,
34
+ 0.9989173118500234,
35
+ 0.9989170573955074,
36
+ 0.9989173544054772
37
+ ]
38
+ ]
39
+ },
40
+ "width": 64,
41
+ "in_features": 11,
42
+ "out_features": 11,
43
+ "depth": 4,
44
+ "padding": 22,
45
+ "parameters": 14672,
46
+ "cert_evals": {
47
+ "36": 0.4988290071487427,
48
+ "72": 0.3512880504131317,
49
+ "108": 0.1803278625011444,
50
+ "255": 0.02576112374663353
51
+ }
52
+ }
UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/result.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 22,
3
+ "best_val_acc": 0.6542056074766355,
4
+ "test_acc": 0.6175771971496437,
5
+ "train_size": 462,
6
+ "val_size": 107,
7
+ "test_size": 421,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -2.857142828580301e-07,
12
+ 2.385281389853348e-08,
13
+ -4.3088744564142115e-08,
14
+ -3.844155827509708e-08,
15
+ -8.807359302639395e-08,
16
+ -1.304545454734722e-07,
17
+ 2.852813846998729e-08,
18
+ -1.7538961132040442e-08,
19
+ 1.6883116991740976e-08,
20
+ 6.995670959114648e-08,
21
+ -9.999999998989893e-08
22
+ ]
23
+ ],
24
+ "std": [
25
+ [
26
+ 0.9989172494309853,
27
+ 0.9989172586260624,
28
+ 0.9989172585041448,
29
+ 0.9989169579535073,
30
+ 0.9989173225330026,
31
+ 0.9989172947423731,
32
+ 0.9989172394761775,
33
+ 0.9989172874813478,
34
+ 0.9989173118500234,
35
+ 0.9989170573955074,
36
+ 0.9989173544054772
37
+ ]
38
+ ]
39
+ },
40
+ "width": 64,
41
+ "in_features": 11,
42
+ "out_features": 11,
43
+ "depth": 4,
44
+ "padding": 22,
45
+ "parameters": 14672,
46
+ "cert_evals": {
47
+ "36": 0.5178147554397583,
48
+ "72": 0.3847981095314026,
49
+ "108": 0.21140143275260925,
50
+ "255": 0.02850356325507164
51
+ }
52
+ }
UCI_N4/ldlt-resnet/runs/connect-4/fold_0/result.json ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 33,
3
+ "best_val_acc": 0.8148473319676129,
4
+ "test_acc": 0.8151272979191925,
5
+ "train_size": 16889,
6
+ "val_size": 10251,
7
+ "test_size": 40417,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.030039043756277816,
12
+ 0.019902300550625314,
13
+ 0.02412979927762107,
14
+ 0.01985044289179096,
15
+ 0.04051709657175008,
16
+ 0.019031591236910044,
17
+ -0.0045395188821050255,
18
+ 0.00019764479838064707,
19
+ -0.0054407273373289445,
20
+ 0.0013942071762814724,
21
+ 0.0055600884599283544,
22
+ 0.001485642518807598,
23
+ -0.045466167742357476,
24
+ -0.01035231553081155,
25
+ -0.011896642548398602,
26
+ -0.003500336017520728,
27
+ -0.005169183847484449,
28
+ -0.004208846444423896,
29
+ -0.015666746284570425,
30
+ -0.004623683640220639,
31
+ -0.003240515128237825,
32
+ 0.007526564154155245,
33
+ 0.005614181419874743,
34
+ -0.0009578565812173992,
35
+ -0.008785680620530124,
36
+ 2.9899105920217333e-05,
37
+ 0.008153071703466623,
38
+ 0.012008136479367208,
39
+ 0.006621551092434575,
40
+ -0.0019656975546212823,
41
+ -0.013779740837230907,
42
+ -0.007963726330753096,
43
+ 0.0029912185446102466,
44
+ 0.006957733791219768,
45
+ 0.009923208727565623,
46
+ 0.008400017940669328,
47
+ 0.005648935283319054,
48
+ -0.0006844205696187397,
49
+ -0.00016250281250430496,
50
+ 0.005438035407640847,
51
+ 0.006130487891554314,
52
+ 0.0019121513411066388
53
+ ]
54
+ ],
55
+ "std": [
56
+ [
57
+ 1.006531226467314,
58
+ 1.008924218376966,
59
+ 1.0197183666704737,
60
+ 1.023893878424687,
61
+ 1.1159454713651147,
62
+ 1.1190732652590052,
63
+ 1.0024169825217877,
64
+ 0.9994835093105424,
65
+ 0.9930989860238304,
66
+ 1.004612308430935,
67
+ 1.0242747269577495,
68
+ 0.9967703228906594,
69
+ 1.0081015996457976,
70
+ 1.0023951062831706,
71
+ 0.9892908401102037,
72
+ 0.9991151349692805,
73
+ 0.9863950858355114,
74
+ 0.960184531380724,
75
+ 0.9986346631032498,
76
+ 1.0001270989782147,
77
+ 0.9928951530660571,
78
+ 1.0169032842233705,
79
+ 1.013285375385304,
80
+ 0.970290472444351,
81
+ 0.9945759706604689,
82
+ 0.9972408901165424,
83
+ 1.0114521905940863,
84
+ 1.0290063758644428,
85
+ 1.023278904623385,
86
+ 0.9324949802555003,
87
+ 0.9965943679305745,
88
+ 0.9932874797871102,
89
+ 1.0036564691959504,
90
+ 1.0228377133115587,
91
+ 1.0386526847608728,
92
+ 1.1257342158605066,
93
+ 1.0035861966708441,
94
+ 1.000236858494279,
95
+ 0.9968329006749054,
96
+ 1.0125833294784417,
97
+ 1.0214319654141149,
98
+ 1.006766118353405
99
+ ]
100
+ ]
101
+ },
102
+ "width": 128,
103
+ "in_features": 42,
104
+ "out_features": 2,
105
+ "depth": 4,
106
+ "padding": 84,
107
+ "parameters": 60679,
108
+ "cert_evals": {
109
+ "36": 0.6830294132232666,
110
+ "72": 0.5223792195320129,
111
+ "108": 0.3574981093406677,
112
+ "255": 0.02006581425666809
113
+ }
114
+ }
UCI_N4/ldlt-resnet/runs/connect-4/fold_1/result.json ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 46,
3
+ "best_val_acc": 0.8127215439149271,
4
+ "test_acc": 0.8140057266982622,
5
+ "train_size": 16889,
6
+ "val_size": 10156,
7
+ "test_size": 40512,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.027203261152216014,
12
+ 0.024381636864207697,
13
+ 0.020735522529443332,
14
+ 0.023047149623986126,
15
+ 0.020027097519112465,
16
+ 0.026940308105877917,
17
+ -0.00722533788855856,
18
+ -0.00531791621766461,
19
+ -0.009308466457466616,
20
+ 0.00578968973889537,
21
+ -0.0010269574279278557,
22
+ 0.004949220640663072,
23
+ -0.037384035289282136,
24
+ -0.016723926816264917,
25
+ -0.008892225590617149,
26
+ -0.008508028006396103,
27
+ -0.004554644798399636,
28
+ 0.0002488341287307118,
29
+ -0.014038076854764218,
30
+ 0.0028520603943621176,
31
+ 0.0008038332642066601,
32
+ 0.002791597607881187,
33
+ -0.00160992456626965,
34
+ -0.0009578257800985885,
35
+ 5.388069156555676e-05,
36
+ 0.010160649535196326,
37
+ 0.012398836639225969,
38
+ 5.7993960568914834e-05,
39
+ -0.003970593522402191,
40
+ 0.0032774340103030072,
41
+ -0.010958108650600418,
42
+ 0.003209088104681389,
43
+ 0.008421007164421582,
44
+ 0.007349537331987826,
45
+ 0.008767308745328259,
46
+ -0.0032300263189079456,
47
+ -0.0018860788679084654,
48
+ -0.009485176801493057,
49
+ -0.0028463511753280563,
50
+ 0.0013060429865429904,
51
+ -0.0015533507016145245,
52
+ 0.012107637870801016
53
+ ]
54
+ ],
55
+ "std": [
56
+ [
57
+ 1.0053784970608792,
58
+ 1.0086117051709853,
59
+ 1.0174407281192794,
60
+ 1.0328236445577126,
61
+ 1.0555647249928823,
62
+ 1.1828794778966805,
63
+ 1.0020910755122447,
64
+ 1.0000565113338769,
65
+ 0.9890321160451245,
66
+ 1.0150152665488792,
67
+ 0.9899360205182285,
68
+ 1.0509979377431884,
69
+ 1.0058247313452429,
70
+ 0.9943794278675755,
71
+ 0.9914355031605685,
72
+ 0.98735263698585,
73
+ 0.9895129572809503,
74
+ 0.9832660190727348,
75
+ 1.0002454573596118,
76
+ 1.005345164132691,
77
+ 1.0022702027544366,
78
+ 1.0038695389702308,
79
+ 0.9884994910041733,
80
+ 1.0323210247180712,
81
+ 0.9997460580413666,
82
+ 1.0089872644160143,
83
+ 1.0235001251776934,
84
+ 0.9984386209085483,
85
+ 0.9823324227005963,
86
+ 1.0494438702787408,
87
+ 0.9933592013054958,
88
+ 1.0038908920524567,
89
+ 1.013697656799958,
90
+ 1.0183153010542547,
91
+ 1.0567215054144603,
92
+ 0.8880868673858706,
93
+ 1.0011297314158905,
94
+ 0.9952887406369397,
95
+ 0.9967427026967423,
96
+ 1.006175884588394,
97
+ 0.991937713430211,
98
+ 1.1100304287997806
99
+ ]
100
+ ]
101
+ },
102
+ "width": 128,
103
+ "in_features": 42,
104
+ "out_features": 2,
105
+ "depth": 4,
106
+ "padding": 84,
107
+ "parameters": 60679,
108
+ "cert_evals": {
109
+ "36": 0.6751579642295837,
110
+ "72": 0.5097501873970032,
111
+ "108": 0.3429354429244995,
112
+ "255": 0.010959715582430363
113
+ }
114
+ }
UCI_N4/ldlt-resnet/runs/connect-4/fold_2/result.json ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 31,
3
+ "best_val_acc": 0.8132942326490714,
4
+ "test_acc": 0.8147039912953162,
5
+ "train_size": 16889,
6
+ "val_size": 10230,
7
+ "test_size": 40438,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.025572694783573928,
12
+ 0.01329715524895377,
13
+ 0.021220418319602922,
14
+ 0.01865168985727237,
15
+ 0.01982012718339098,
16
+ 0.00963998614483818,
17
+ 0.002528423115643657,
18
+ 0.014210160400253889,
19
+ 0.019369405767058635,
20
+ 0.014451386997468231,
21
+ 0.013793931316224738,
22
+ 0.012371159470670088,
23
+ -0.039714018710444283,
24
+ 0.002464175676483553,
25
+ -0.003429649002305634,
26
+ -0.009634763751553201,
27
+ 0.0009762194327558758,
28
+ 0.0017347277695622,
29
+ -0.010497498845409039,
30
+ -0.009077317366310872,
31
+ -0.009626320682147567,
32
+ -0.007594781810667109,
33
+ -0.00470596897387065,
34
+ -0.0015970677600842312,
35
+ -0.009472249452314906,
36
+ -0.00820725051809292,
37
+ -0.0026667849487946728,
38
+ -0.015432931020187987,
39
+ 0.0013254907454667974,
40
+ 0.008520569927173222,
41
+ -0.01259168517970182,
42
+ -0.013636079637638902,
43
+ -0.01148821777488854,
44
+ 0.0004930685061226005,
45
+ 0.0037583447036442816,
46
+ 0.004523333086622283,
47
+ -0.0011041412753886373,
48
+ 0.0011898180472266853,
49
+ 0.004086905974287228,
50
+ 0.0047194280300578055,
51
+ 0.006496377523849094,
52
+ 0.0006377091894106407
53
+ ]
54
+ ],
55
+ "std": [
56
+ [
57
+ 1.002340911028259,
58
+ 1.000241509886604,
59
+ 1.0182352047279812,
60
+ 1.026450786988581,
61
+ 1.0586830294039484,
62
+ 1.0573441287107759,
63
+ 0.9999723336345973,
64
+ 1.0051963116139528,
65
+ 1.0189730060934503,
66
+ 1.0249429350044355,
67
+ 1.0283337398578962,
68
+ 1.0717856671455852,
69
+ 1.007021137501264,
70
+ 1.0086278986575667,
71
+ 0.9953893180688569,
72
+ 0.98676435866359,
73
+ 1.0045070750637721,
74
+ 0.9894410915928983,
75
+ 1.0018969853345276,
76
+ 0.9951351558433682,
77
+ 0.9829488046935272,
78
+ 0.9826669281585328,
79
+ 0.9809482582136214,
80
+ 1.0155101449208117,
81
+ 0.9962026519420597,
82
+ 0.990863381380769,
83
+ 1.0019931559758173,
84
+ 0.9596014491771616,
85
+ 1.0169055158769793,
86
+ 1.076548189219986,
87
+ 0.9955495648295175,
88
+ 0.9907146280157456,
89
+ 0.9785756681213451,
90
+ 1.006526766910725,
91
+ 1.0173366899136054,
92
+ 1.0876518916773228,
93
+ 1.0029420841971977,
94
+ 0.9990722630784118,
95
+ 1.0096089946640998,
96
+ 1.0127375864747392,
97
+ 1.01584212211435,
98
+ 0.9362241233272562
99
+ ]
100
+ ]
101
+ },
102
+ "width": 128,
103
+ "in_features": 42,
104
+ "out_features": 2,
105
+ "depth": 4,
106
+ "padding": 84,
107
+ "parameters": 60679,
108
+ "cert_evals": {
109
+ "36": 0.6844304800033569,
110
+ "72": 0.5277214646339417,
111
+ "108": 0.3655472695827484,
112
+ "255": 0.014614966697990894
113
+ }
114
+ }
UCI_N4/ldlt-resnet/runs/connect-4/fold_3/result.json ADDED
@@ -0,0 +1,114 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 25,
3
+ "best_val_acc": 0.8179732694993018,
4
+ "test_acc": 0.8142561881797156,
5
+ "train_size": 16889,
6
+ "val_size": 10026,
7
+ "test_size": 40642,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0255017919592495,
12
+ 0.022711381550094376,
13
+ 0.022287194327654584,
14
+ 0.02371314346613092,
15
+ 0.02809891444136949,
16
+ 0.011617169660734934,
17
+ -0.003762045615482179,
18
+ -0.0006222379063383423,
19
+ -0.0011956524365063191,
20
+ 0.008375274142948436,
21
+ -0.0028795755225458197,
22
+ 0.004949219420934186,
23
+ -0.03286969234417018,
24
+ -0.016504218603819,
25
+ -0.0016998223695865533,
26
+ -0.0031247556989696936,
27
+ -0.011519434898461321,
28
+ 0.0002488323820318791,
29
+ -0.012126160814738062,
30
+ -0.0071686163775022144,
31
+ 0.0038903055242530825,
32
+ 0.0026388575403812784,
33
+ 0.004066158683185444,
34
+ -0.0015970711824220074,
35
+ -0.004837915684773933,
36
+ -0.005745571910715695,
37
+ -0.003762464740373103,
38
+ -0.006138376635676964,
39
+ 0.001325493137553573,
40
+ 0.008520567025875392,
41
+ -0.0066514068920593425,
42
+ -0.003064876132393696,
43
+ 0.005525119900522458,
44
+ 0.009504424891937585,
45
+ 0.011849736177385477,
46
+ 0.008400017940669543,
47
+ -0.0067909446385286945,
48
+ -0.00818136082659884,
49
+ 0.004646044170746594,
50
+ 0.012444457339079356,
51
+ -0.0015533672804591957,
52
+ 0.00446103881223969
53
+ ]
54
+ ],
55
+ "std": [
56
+ [
57
+ 1.0045809901782567,
58
+ 1.011044061995358,
59
+ 1.0172043141389446,
60
+ 1.0411444793879623,
61
+ 1.0848038904253097,
62
+ 1.0532589212327128,
63
+ 1.001732294856909,
64
+ 0.9979736375563433,
65
+ 0.9960552361012427,
66
+ 1.01505820099451,
67
+ 0.9927946698994767,
68
+ 1.0430998783719132,
69
+ 1.0035374294499668,
70
+ 0.9954329781752278,
71
+ 0.9998036225568965,
72
+ 0.9986000648188756,
73
+ 0.968307334521185,
74
+ 1.0041135888200137,
75
+ 1.0020709200665507,
76
+ 0.9957946771192316,
77
+ 1.0066983742054452,
78
+ 0.9982009085917064,
79
+ 1.0079501138389146,
80
+ 1.0086913740499897,
81
+ 0.9975519054988539,
82
+ 0.9949781645083238,
83
+ 0.9908446185534602,
84
+ 0.980252534332932,
85
+ 1.0196582337505167,
86
+ 1.129171084329408,
87
+ 0.9975018305111572,
88
+ 0.9962923547954192,
89
+ 1.0083259241822573,
90
+ 1.0245524736842544,
91
+ 1.0587730123334396,
92
+ 1.1257342158603454,
93
+ 1.000888709096108,
94
+ 0.9958781134180874,
95
+ 1.0074167017832345,
96
+ 1.03159906035601,
97
+ 0.975850670238492,
98
+ 1.1586868157131331
99
+ ]
100
+ ]
101
+ },
102
+ "width": 128,
103
+ "in_features": 42,
104
+ "out_features": 2,
105
+ "depth": 4,
106
+ "padding": 84,
107
+ "parameters": 60679,
108
+ "cert_evals": {
109
+ "36": 0.6877614259719849,
110
+ "72": 0.5290831923484802,
111
+ "108": 0.3696914315223694,
112
+ "255": 0.0180355291813612
113
+ }
114
+ }
UCI_N4/ldlt-resnet/runs/contrac/fold_0/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 42,
3
+ "best_val_acc": 0.5781990521327014,
4
+ "test_acc": 0.5178970917225951,
5
+ "train_size": 368,
6
+ "val_size": 211,
7
+ "test_size": 894,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.04983602472826088,
12
+ -0.03683848315217381,
13
+ -0.030433624999999895,
14
+ 0.04126441032608701,
15
+ 0.0759277635869569,
16
+ 0.038788576086956336,
17
+ -0.05566297010869535,
18
+ 0.0662070706521741,
19
+ 0.049484739130435086
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 1.0349771394866476,
25
+ 1.0203618187773704,
26
+ 1.0773888859130338,
27
+ 0.9920452760418988,
28
+ 0.9188135203134653,
29
+ 0.9763026632803047,
30
+ 0.9941427090552807,
31
+ 0.9825316131926941,
32
+ 1.0760483787682442
33
+ ]
34
+ ]
35
+ },
36
+ "width": 32,
37
+ "in_features": 9,
38
+ "out_features": 3,
39
+ "depth": 4,
40
+ "padding": 18,
41
+ "parameters": 3880,
42
+ "cert_evals": {
43
+ "36": 0.3791946470737457,
44
+ "72": 0.2527964115142822,
45
+ "108": 0.16107383370399475,
46
+ "255": 0.03579418361186981
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/contrac/fold_1/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 45,
3
+ "best_val_acc": 0.5190476190476191,
4
+ "test_acc": 0.4692737430167598,
5
+ "train_size": 368,
6
+ "val_size": 210,
7
+ "test_size": 895,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.029433755434782626,
12
+ -0.071642726902174,
13
+ -0.09035044293478262,
14
+ 0.020525774456521734,
15
+ 0.007337516304348054,
16
+ 0.03878857608695629,
17
+ 0.035455372282608796,
18
+ -0.03957563858695622,
19
+ 0.049484739130434774
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 1.034137512591575,
25
+ 1.0184105128981196,
26
+ 1.0653920839838686,
27
+ 1.048083233025277,
28
+ 0.9923881347533616,
29
+ 0.9763026632803046,
30
+ 0.9969044818106321,
31
+ 1.048729739192908,
32
+ 1.0760483787682442
33
+ ]
34
+ ]
35
+ },
36
+ "width": 32,
37
+ "in_features": 9,
38
+ "out_features": 3,
39
+ "depth": 4,
40
+ "padding": 18,
41
+ "parameters": 3880,
42
+ "cert_evals": {
43
+ "36": 0.3776536285877228,
44
+ "72": 0.29050278663635254,
45
+ "108": 0.21452513337135315,
46
+ "255": 0.03910614550113678
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/contrac/fold_2/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 22,
3
+ "best_val_acc": 0.5282258064516129,
4
+ "test_acc": 0.4830805134189031,
5
+ "train_size": 368,
6
+ "val_size": 248,
7
+ "test_size": 857,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.0224978108695652,
12
+ 0.0756058451086956,
13
+ 0.07941412771739106,
14
+ 0.040112260869565215,
15
+ -0.03076817663043453,
16
+ -0.09286419021739152,
17
+ -0.046236899456521284,
18
+ 0.002180663043478335,
19
+ -0.06466629619565217
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 1.0160308953617057,
25
+ 0.95882526146548,
26
+ 0.9253350657327032,
27
+ 1.0559034595300474,
28
+ 1.0290230539377072,
29
+ 1.0476659682160625,
30
+ 0.9462830856884548,
31
+ 0.9600526966125309,
32
+ 0.8858527840526336
33
+ ]
34
+ ]
35
+ },
36
+ "width": 32,
37
+ "in_features": 9,
38
+ "out_features": 3,
39
+ "depth": 4,
40
+ "padding": 18,
41
+ "parameters": 3880,
42
+ "cert_evals": {
43
+ "36": 0.3757292926311493,
44
+ "72": 0.28821471333503723,
45
+ "108": 0.19953325390815735,
46
+ "255": 0.03267211094498634
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/contrac/fold_3/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 15,
3
+ "best_val_acc": 0.48917748917748916,
4
+ "test_acc": 0.5,
5
+ "train_size": 368,
6
+ "val_size": 231,
7
+ "test_size": 874,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.05156334456521742,
12
+ -0.044870314673913024,
13
+ -0.03376221739130403,
14
+ 0.026286519021739164,
15
+ 0.06068548641304363,
16
+ -0.023903217391304493,
17
+ 0.03859739402173936,
18
+ -0.05627817934782584,
19
+ -0.01277946195652176
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 1.0188547788894706,
25
+ 0.9948418681411789,
26
+ 0.9984372596511997,
27
+ 1.0660676802579363,
28
+ 0.9360979718845777,
29
+ 1.0130497245255512,
30
+ 0.9834396874521251,
31
+ 1.0057604797479107,
32
+ 0.9785587320331135
33
+ ]
34
+ ]
35
+ },
36
+ "width": 32,
37
+ "in_features": 9,
38
+ "out_features": 3,
39
+ "depth": 4,
40
+ "padding": 18,
41
+ "parameters": 3880,
42
+ "cert_evals": {
43
+ "36": 0.3546910583972931,
44
+ "72": 0.2368420958518982,
45
+ "108": 0.14530891180038452,
46
+ "255": 0.01258581131696701
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/result.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 19,
3
+ "best_val_acc": 0.83,
4
+ "test_acc": 0.861244019138756,
5
+ "train_size": 172,
6
+ "val_size": 100,
7
+ "test_size": 418,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.04231717441860458,
12
+ -0.04319939244186043,
13
+ 0.01132773546511633,
14
+ 0.10497429069767436,
15
+ 0.1039714651162791,
16
+ -0.016887567441860464,
17
+ 0.12197747790697662,
18
+ 0.056721959767441876,
19
+ 0.023127069767441777,
20
+ 0.01803883720930219,
21
+ 0.02175907906976748,
22
+ -0.014331000000000156,
23
+ 0.026975616279069855,
24
+ -0.07794171941860471,
25
+ 0.08645942000000016
26
+ ]
27
+ ],
28
+ "std": [
29
+ [
30
+ 0.9668001544731439,
31
+ 0.9828833679832603,
32
+ 1.0033612624654744,
33
+ 1.0683622008830216,
34
+ 1.0656041538091992,
35
+ 1.0007415139821727,
36
+ 1.1272056598607636,
37
+ 1.0528268054248064,
38
+ 1.0000784525981627,
39
+ 0.9964680315230805,
40
+ 0.9149454309542941,
41
+ 1.0003809007273163,
42
+ 1.0289037612452905,
43
+ 0.9424723282553955,
44
+ 1.5519077166103805
45
+ ]
46
+ ]
47
+ },
48
+ "width": 64,
49
+ "in_features": 15,
50
+ "out_features": 2,
51
+ "depth": 4,
52
+ "padding": 30,
53
+ "parameters": 14599,
54
+ "cert_evals": {
55
+ "36": 0.8349282145500183,
56
+ "72": 0.7918660044670105,
57
+ "108": 0.7416267395019531,
58
+ "255": 0.3851674497127533
59
+ }
60
+ }
UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/result.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 14,
3
+ "best_val_acc": 0.8817204301075269,
4
+ "test_acc": 0.8423529411764706,
5
+ "train_size": 172,
6
+ "val_size": 93,
7
+ "test_size": 425,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.05893763953488379,
12
+ -0.09494667732558137,
13
+ 0.10661604441860463,
14
+ 0.0016465697674418215,
15
+ -0.0016443023255812898,
16
+ -0.03715416976744184,
17
+ 0.019046397674418694,
18
+ 0.12816041290697705,
19
+ 0.04639099999999992,
20
+ 0.006295348837209058,
21
+ -0.02008573604651146,
22
+ -0.13093850000000004,
23
+ 0.006132180232558206,
24
+ -0.012206166162790686,
25
+ 0.10673194959302351
26
+ ]
27
+ ],
28
+ "std": [
29
+ [
30
+ 1.0212712368033299,
31
+ 1.002227255518295,
32
+ 1.0267015215317181,
33
+ 1.0197891663144403,
34
+ 1.0132886907601226,
35
+ 0.9740103182437764,
36
+ 0.9462774495372472,
37
+ 1.135180114956504,
38
+ 1.0003490000000002,
39
+ 0.9983346607548056,
40
+ 0.9387238466077318,
41
+ 1.0017391917815985,
42
+ 0.9989094608428061,
43
+ 0.9604377028423987,
44
+ 1.6924318356475039
45
+ ]
46
+ ]
47
+ },
48
+ "width": 64,
49
+ "in_features": 15,
50
+ "out_features": 2,
51
+ "depth": 4,
52
+ "padding": 30,
53
+ "parameters": 14599,
54
+ "cert_evals": {
55
+ "36": 0.7952941060066223,
56
+ "72": 0.767058789730072,
57
+ "108": 0.7058823108673096,
58
+ "255": 0.20705881714820862
59
+ }
60
+ }
UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/result.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 18,
3
+ "best_val_acc": 0.8878504672897196,
4
+ "test_acc": 0.8467153284671532,
5
+ "train_size": 172,
6
+ "val_size": 107,
7
+ "test_size": 411,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.09690819767441845,
12
+ -0.07829492377906978,
13
+ 0.14346898139534883,
14
+ 0.008104488372092981,
15
+ 0.011557720930232681,
16
+ 0.0203769784883721,
17
+ -0.058847231395348816,
18
+ -0.004431645348837212,
19
+ 0.01149510465116271,
20
+ -0.02893511627906998,
21
+ -0.018890154651162814,
22
+ -0.07263475000000007,
23
+ -0.0563980755813953,
24
+ -0.0557846427906977,
25
+ -0.04536849656976747
26
+ ]
27
+ ],
28
+ "std": [
29
+ [
30
+ 1.0400780435620642,
31
+ 0.9163334239629656,
32
+ 1.1299454947101701,
33
+ 0.9838838771477533,
34
+ 0.9907637201902963,
35
+ 1.0059394076223003,
36
+ 0.9122317175379675,
37
+ 0.9398719190475693,
38
+ 0.9997401653873875,
39
+ 1.0030891544052551,
40
+ 0.8392167415058691,
41
+ 1.0027567026500943,
42
+ 0.9205981575020528,
43
+ 0.8548997051032522,
44
+ 0.5350874335618861
45
+ ]
46
+ ]
47
+ },
48
+ "width": 64,
49
+ "in_features": 15,
50
+ "out_features": 2,
51
+ "depth": 4,
52
+ "padding": 30,
53
+ "parameters": 14599,
54
+ "cert_evals": {
55
+ "36": 0.8199513554573059,
56
+ "72": 0.7907542586326599,
57
+ "108": 0.7420924305915833,
58
+ "255": 0.4768856465816498
59
+ }
60
+ }
UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/result.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 5,
3
+ "best_val_acc": 0.8962264150943396,
4
+ "test_acc": 0.8446601941747572,
5
+ "train_size": 172,
6
+ "val_size": 106,
7
+ "test_size": 412,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.029660302325581287,
12
+ 0.04967415668604653,
13
+ 0.035228697674418614,
14
+ -0.08230726744186062,
15
+ -0.0808560755813953,
16
+ -0.06068950697674418,
17
+ 0.05521145232558148,
18
+ 0.0520138111627908,
19
+ -0.00013686046511636238,
20
+ -0.02893511627906982,
21
+ 0.0647990941860465,
22
+ -0.08429550000000029,
23
+ -0.11892838372093019,
24
+ -0.14010143755813953,
25
+ -0.060122975697674434
26
+ ]
27
+ ],
28
+ "std": [
29
+ [
30
+ 0.9866458073044232,
31
+ 1.0497387015089001,
32
+ 0.9194770520533397,
33
+ 0.928940005324823,
34
+ 0.9330534400726008,
35
+ 1.0077990709538949,
36
+ 1.0375139084982685,
37
+ 0.9494310078822967,
38
+ 0.9992663708949371,
39
+ 1.0030891544052551,
40
+ 1.2789280573338035,
41
+ 1.0028244999999991,
42
+ 0.8074645456755252,
43
+ 0.8265119967382965,
44
+ 0.4698103883611287
45
+ ]
46
+ ]
47
+ },
48
+ "width": 64,
49
+ "in_features": 15,
50
+ "out_features": 2,
51
+ "depth": 4,
52
+ "padding": 30,
53
+ "parameters": 14599,
54
+ "cert_evals": {
55
+ "36": 0.791262149810791,
56
+ "72": 0.7451456189155579,
57
+ "108": 0.6674757599830627,
58
+ "255": 0.19174757599830627
59
+ }
60
+ }
UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/result.json ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 24,
3
+ "best_val_acc": 0.7317073170731707,
4
+ "test_acc": 0.7119205298013245,
5
+ "train_size": 128,
6
+ "val_size": 82,
7
+ "test_size": 302,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.018113468749999997,
12
+ -0.09801495312499989,
13
+ -0.09835764843749996,
14
+ 0.015201562499999939,
15
+ -0.08460044531249963,
16
+ -0.05902956249999998,
17
+ -0.02159560937500003,
18
+ -0.10518925781250046,
19
+ 0.03565878125000016,
20
+ 0.03781927343750002,
21
+ -0.0029206640624998936,
22
+ -0.005388015624999963,
23
+ -0.007189643749999884,
24
+ -0.11441540624999999,
25
+ 0.02687471875000009,
26
+ -0.08272973437500022,
27
+ 0.014233650781250131,
28
+ -0.040908945312500035,
29
+ -0.20346299999999978,
30
+ 0.09558365781249996,
31
+ -0.12876496562500006,
32
+ -0.05027554687499996,
33
+ 0.03137399609374995,
34
+ -0.07727224921875003,
35
+ -0.112076146875,
36
+ 0.04986750409374999,
37
+ 0.0467316294531248,
38
+ 0.08485301562499976,
39
+ -0.07968368828125014,
40
+ -0.0404871031249999,
41
+ 0.026726734374999978,
42
+ 0.04898852562499999,
43
+ 0.07183878906250019,
44
+ 0.01963753046874992,
45
+ 0.07539527343749987
46
+ ]
47
+ ],
48
+ "std": [
49
+ [
50
+ 1.009708113595319,
51
+ 0.6915256837343526,
52
+ 1.1851115463631896,
53
+ 1.1075149207516606,
54
+ 0.6356019715752345,
55
+ 0.9895598820491779,
56
+ 1.036117446187858,
57
+ 0.47416953322612243,
58
+ 0.9128570390625407,
59
+ 0.9754439041131451,
60
+ 0.9772769577736968,
61
+ 0.9965990540260843,
62
+ 1.0049338980010496,
63
+ 1.0152930221805465,
64
+ 1.0110105352731478,
65
+ 0.9779734187172597,
66
+ 0.946783796715577,
67
+ 0.9180378675297654,
68
+ 0.9791387337832046,
69
+ 1.3026657902081404,
70
+ 1.1587041225508155,
71
+ 1.0035768471185391,
72
+ 1.0872637801794474,
73
+ 0.8506413201552353,
74
+ 1.0909742588199165,
75
+ 0.9223170655454694,
76
+ 0.925140911301162,
77
+ 1.2060797979297548,
78
+ 0.10884702615305564,
79
+ 1.0969927491363656,
80
+ 1.0397512419029202,
81
+ 0.9385559077709305,
82
+ 0.7908440559763066,
83
+ 0.8086858742098973,
84
+ 0.23360368046727112
85
+ ]
86
+ ]
87
+ },
88
+ "width": 128,
89
+ "in_features": 35,
90
+ "out_features": 2,
91
+ "depth": 4,
92
+ "padding": 70,
93
+ "parameters": 58887,
94
+ "cert_evals": {
95
+ "36": 0.5993377566337585,
96
+ "72": 0.49668875336647034,
97
+ "108": 0.43377482891082764,
98
+ "255": 0.13245032727718353
99
+ }
100
+ }
UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/result.json ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 5,
3
+ "best_val_acc": 0.75,
4
+ "test_acc": 0.6698717948717948,
5
+ "train_size": 128,
6
+ "val_size": 72,
7
+ "test_size": 312,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.15498346874999988,
12
+ 0.07623314062499989,
13
+ -0.08125197656250005,
14
+ 0.1064101249999995,
15
+ 0.028200664062500352,
16
+ 0.14560404687500025,
17
+ 0.1655534453124999,
18
+ -0.021037773437500448,
19
+ 0.03565884375000017,
20
+ -0.09565992968750019,
21
+ -0.06719309374999989,
22
+ 0.07724234374999989,
23
+ 0.014383128125000021,
24
+ 0.015113148437499955,
25
+ 0.11287723437500005,
26
+ 0.15718076562499975,
27
+ -0.11598707812499996,
28
+ 0.01952450812500009,
29
+ -0.05958846093749991,
30
+ 0.05810956640625002,
31
+ 0.09577258359374996,
32
+ 0.01608712499999998,
33
+ 0.0455139015625,
34
+ -0.09322180656250004,
35
+ 0.010363770312500003,
36
+ -0.09235189678125001,
37
+ -0.12943964476562508,
38
+ 0.07837251562499978,
39
+ -0.08934230000000017,
40
+ -0.11201488515624988,
41
+ -0.016908421875000006,
42
+ -0.19726601218749995,
43
+ -0.027512601562499843,
44
+ -0.1071632757812501,
45
+ -0.06936312500000016
46
+ ]
47
+ ],
48
+ "std": [
49
+ [
50
+ 0.9566675689840457,
51
+ 1.1785922605080725,
52
+ 1.0752069854571855,
53
+ 1.134315391792329,
54
+ 1.0921920451077407,
55
+ 1.0073040155644573,
56
+ 1.0080335723206957,
57
+ 0.8147932438575216,
58
+ 0.7216766565111302,
59
+ 1.0325076089625134,
60
+ 1.0351765461316509,
61
+ 0.9787809233141151,
62
+ 0.9952912678839302,
63
+ 0.9646382079847095,
64
+ 0.9376275956128628,
65
+ 1.025290058167112,
66
+ 1.1238851154497491,
67
+ 0.9392938268734667,
68
+ 0.9623682791314133,
69
+ 0.6383677679060908,
70
+ 0.8128844998290236,
71
+ 0.9862468382017052,
72
+ 0.8444859158500648,
73
+ 1.051379690058149,
74
+ 0.9861572089261571,
75
+ 1.2038176163546097,
76
+ 1.2075147493034224,
77
+ 1.1662944917994549,
78
+ 1.0,
79
+ 1.0433698981937496,
80
+ 0.9167305702944823,
81
+ 1.1576246436005715,
82
+ 1.2133555868200756,
83
+ 1.2553958063370618,
84
+ 1.386742675536984
85
+ ]
86
+ ]
87
+ },
88
+ "width": 128,
89
+ "in_features": 35,
90
+ "out_features": 2,
91
+ "depth": 4,
92
+ "padding": 70,
93
+ "parameters": 58887,
94
+ "cert_evals": {
95
+ "36": 0.5512820482254028,
96
+ "72": 0.4326923191547394,
97
+ "108": 0.3044871687889099,
98
+ "255": 0.05128205195069313
99
+ }
100
+ }
UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/result.json ADDED
@@ -0,0 +1,100 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 9,
3
+ "best_val_acc": 0.6133333333333333,
4
+ "test_acc": 0.6634304207119741,
5
+ "train_size": 128,
6
+ "val_size": 75,
7
+ "test_size": 309,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.018113499999999876,
12
+ -0.010890906250000026,
13
+ 0.004276054687499921,
14
+ -0.04560409375000058,
15
+ -0.02819989062499964,
16
+ 0.003934625000000143,
17
+ 0.10796916406250016,
18
+ 0.02103777343750001,
19
+ -0.02139478124999982,
20
+ 0.02002204687499978,
21
+ -0.008763656249999825,
22
+ -0.04131476562499997,
23
+ 0.057528609375000095,
24
+ -0.11441537500000004,
25
+ -0.051960625,
26
+ 0.09099853124999963,
27
+ 0.025328648437500097,
28
+ 0.06508276609375009,
29
+ -0.0463809687499999,
30
+ 0.05531756718749999,
31
+ 0.048115672656250004,
32
+ -0.044416265624999944,
33
+ -0.006333254687500049,
34
+ 0.07249342484374995,
35
+ 0.017864971093750025,
36
+ -0.032888132281249996,
37
+ -0.005630188515625072,
38
+ -0.08849829687500009,
39
+ 0.1810991601562506,
40
+ -0.03171481484375,
41
+ -0.03763525000000013,
42
+ 0.012247269375000123,
43
+ -0.010699218749999687,
44
+ -0.04182582187500004,
45
+ 0.0392055468749999
46
+ ]
47
+ ],
48
+ "std": [
49
+ [
50
+ 1.0014570356459378,
51
+ 0.9701723266723137,
52
+ 0.976668923366092,
53
+ 0.8848220008281984,
54
+ 0.8953310490553396,
55
+ 0.9995254897694512,
56
+ 1.0022604928841146,
57
+ 1.1538252271496559,
58
+ 1.0317076974392008,
59
+ 0.9849764181760653,
60
+ 0.9644949026944296,
61
+ 0.9682202506697574,
62
+ 1.0200144373065265,
63
+ 1.024650754456481,
64
+ 0.991180532876508,
65
+ 1.0231518076189408,
66
+ 0.9417295162218619,
67
+ 1.1518106310277838,
68
+ 1.0373234489917649,
69
+ 1.1369455371092343,
70
+ 0.9154717541032745,
71
+ 1.1226380377592042,
72
+ 1.0778851186420637,
73
+ 0.9942494651921334,
74
+ 0.9650868598248783,
75
+ 0.991851813013072,
76
+ 0.9883223822673011,
77
+ 0.8159153965212675,
78
+ 1.7818000158367098,
79
+ 0.9958958318550638,
80
+ 0.8529177390193199,
81
+ 0.9950922963006184,
82
+ 1.0386479794315284,
83
+ 1.046608837125399,
84
+ 0.3263770311133624
85
+ ]
86
+ ]
87
+ },
88
+ "width": 128,
89
+ "in_features": 35,
90
+ "out_features": 2,
91
+ "depth": 4,
92
+ "padding": 70,
93
+ "parameters": 58887,
94
+ "cert_evals": {
95
+ "36": 0.5889967679977417,
96
+ "72": 0.4692556858062744,
97
+ "108": 0.38511326909065247,
98
+ "255": 0.17152103781700134
99
+ }
100
+ }