Hugging Face's logo

SuperComputer
/
LDLT

Model card Files
xet
Community
SuperComputer commited on
Commit
7f37dd6
·
verified ·
1 Parent(s): bd250de

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/ilpd-indian-liver/fold_1/result.json +48 -0
  2. UCI_N4/ldlt-resnet/runs/ilpd-indian-liver/fold_2/result.json +48 -0
  3. UCI_N4/ldlt-resnet/runs/ilpd-indian-liver/fold_3/result.json +48 -0
  4. UCI_N4/ldlt-resnet/runs/image-segmentation/fold_0/result.json +66 -0
  5. UCI_N4/ldlt-resnet/runs/image-segmentation/fold_1/result.json +66 -0
  6. UCI_N4/ldlt-resnet/runs/image-segmentation/fold_2/result.json +66 -0
  7. UCI_N4/ldlt-resnet/runs/image-segmentation/fold_3/result.json +66 -0
  8. UCI_N4/ldlt-resnet/runs/ionosphere/fold_0/result.json +96 -0
  9. UCI_N4/ldlt-resnet/runs/ionosphere/fold_1/result.json +96 -0
  10. UCI_N4/ldlt-resnet/runs/ionosphere/fold_2/result.json +96 -0
  11. UCI_N4/ldlt-resnet/runs/ionosphere/fold_3/result.json +96 -0
  12. UCI_N4/ldlt-resnet/runs/iris/fold_0/result.json +38 -0
  13. UCI_N4/ldlt-resnet/runs/iris/fold_1/result.json +38 -0
  14. UCI_N4/ldlt-resnet/runs/iris/fold_2/result.json +38 -0
  15. UCI_N4/ldlt-resnet/runs/iris/fold_3/result.json +38 -0
  16. UCI_N4/ldlt-resnet/runs/led-display/fold_0/result.json +44 -0
  17. UCI_N4/ldlt-resnet/runs/led-display/fold_1/result.json +44 -0
  18. UCI_N4/ldlt-resnet/runs/led-display/fold_2/result.json +44 -0
  19. UCI_N4/ldlt-resnet/runs/led-display/fold_3/result.json +44 -0
  20. UCI_N4/ldlt-resnet/runs/lenses/fold_0/result.json +38 -0
  21. UCI_N4/ldlt-resnet/runs/lenses/fold_3/result.json +38 -0
  22. UCI_N4/ldlt-resnet/runs/letter/fold_0/result.json +62 -0
  23. UCI_N4/ldlt-resnet/runs/letter/fold_1/result.json +62 -0
  24. UCI_N4/ldlt-resnet/runs/letter/fold_3/result.json +62 -0
  25. UCI_N4/ldlt-resnet/runs/mammographic/fold_0/result.json +40 -0
  26. UCI_N4/ldlt-resnet/runs/monks-2/fold_3/result.json +42 -0
  27. UCI_N4/ldlt-resnet/runs/monks-3/fold_0/result.json +42 -0
  28. UCI_N4/ldlt-resnet/runs/monks-3/fold_2/result.json +42 -0
  29. UCI_N4/ldlt-resnet/runs/mushroom/fold_0/result.json +72 -0
  30. UCI_N4/ldlt-resnet/runs/mushroom/fold_1/result.json +72 -0
  31. UCI_N4/ldlt-resnet/runs/mushroom/fold_2/result.json +72 -0
  32. UCI_N4/ldlt-resnet/runs/mushroom/fold_3/result.json +72 -0
  33. UCI_N4/ldlt-resnet/runs/musk-1/fold_0/result.json +362 -0
  34. UCI_N4/ldlt-resnet/runs/musk-1/fold_1/result.json +362 -0
  35. UCI_N4/ldlt-resnet/runs/musk-1/fold_2/result.json +362 -0
  36. UCI_N4/ldlt-resnet/runs/musk-1/fold_3/result.json +362 -0
  37. UCI_N4/ldlt-resnet/runs/musk-2/fold_0/result.json +362 -0
  38. UCI_N4/ldlt-resnet/runs/musk-2/fold_1/result.json +362 -0
  39. UCI_N4/ldlt-resnet/runs/musk-2/fold_2/result.json +362 -0
  40. UCI_N4/ldlt-resnet/runs/musk-2/fold_3/result.json +362 -0
  41. UCI_N4/ldlt-resnet/runs/nursery/fold_0/result.json +46 -0
  42. UCI_N4/ldlt-resnet/runs/nursery/fold_1/result.json +46 -0
  43. UCI_N4/ldlt-resnet/runs/nursery/fold_2/result.json +46 -0
  44. UCI_N4/ldlt-resnet/runs/nursery/fold_3/result.json +46 -0
  45. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json +112 -0
  46. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json +112 -0
  47. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json +112 -0
  48. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json +112 -0
  49. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_states_2f/fold_0/result.json +80 -0
  50. UCI_N4/ldlt-resnet/runs/oocytes_merluccius_states_2f/fold_1/result.json +80 -0
UCI_N4/ldlt-resnet/runs/ilpd-indian-liver/fold_1/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 1,
3
+ "best_val_acc": 0.7101449275362319,
4
+ "test_acc": 0.6141304347826086,
5
+ "train_size": 146,
6
+ "val_size": 69,
7
+ "test_size": 368,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.023718123972602808,
12
+ -0.005873168493150683,
13
+ 0.03226138232876717,
14
+ 0.04699460315068498,
15
+ 0.05445175945205481,
16
+ -0.012896076027397266,
17
+ 0.006021310958904103,
18
+ -0.03022427397260268,
19
+ 0.024170888356164395
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 0.9837490979337397,
25
+ 0.9321175505257335,
26
+ 1.0715555930063725,
27
+ 0.9529710623514904,
28
+ 1.1810113146612142,
29
+ 0.7086815710476746,
30
+ 1.0423446624153474,
31
+ 1.010859445699408,
32
+ 1.0504905455411107
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": 0.30978262424468994,
44
+ "72": 0.1467391401529312,
45
+ "108": 0.09510869532823563,
46
+ "255": 0.02717391401529312
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/ilpd-indian-liver/fold_2/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 5,
3
+ "best_val_acc": 0.6590909090909091,
4
+ "test_acc": 0.6246418338108882,
5
+ "train_size": 146,
6
+ "val_size": 88,
7
+ "test_size": 349,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.06850946301369858,
12
+ -0.0660989635342466,
13
+ -0.043828577945205456,
14
+ -0.023010099041095942,
15
+ 0.006519339726027369,
16
+ -0.025199812328767113,
17
+ -0.0009198609589041257,
18
+ -0.051749036301369795,
19
+ -0.1729785705479453
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 0.960568795724854,
25
+ 0.7317880619730879,
26
+ 0.8532176637131939,
27
+ 0.846889651522413,
28
+ 0.8393088412983767,
29
+ 0.6466602014941917,
30
+ 1.025247253115212,
31
+ 1.0319261806513593,
32
+ 0.9884325003029147
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": 0.409742146730423,
44
+ "72": 0.20630373060703278,
45
+ "108": 0.12607450783252716,
46
+ "255": 0.03151862695813179
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/ilpd-indian-liver/fold_3/result.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 18,
3
+ "best_val_acc": 0.6666666666666666,
4
+ "test_acc": 0.5949008498583569,
5
+ "train_size": 146,
6
+ "val_size": 84,
7
+ "test_size": 353,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.10156164794520553,
12
+ 0.11148967165753422,
13
+ 0.14932299390410964,
14
+ -0.06575168465753424,
15
+ 0.08565644520547948,
16
+ 0.041416027397260274,
17
+ 0.12780630068493154,
18
+ 0.0825649349315068,
19
+ 0.027512271917808223
20
+ ]
21
+ ],
22
+ "std": [
23
+ [
24
+ 0.9791992181077636,
25
+ 1.0803158704678002,
26
+ 1.2337654004282645,
27
+ 0.900953545319748,
28
+ 1.161354860471408,
29
+ 0.8045626472841879,
30
+ 0.9144661645250372,
31
+ 1.0285214362372226,
32
+ 1.0463698865975202
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": 0.4730878174304962,
44
+ "72": 0.34277620911598206,
45
+ "108": 0.22662889957427979,
46
+ "255": 0.07648725062608719
47
+ }
48
+ }
UCI_N4/ldlt-resnet/runs/image-segmentation/fold_0/result.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 8,
3
+ "best_val_acc": 0.88,
4
+ "test_acc": 0.9125,
5
+ "train_size": 2100,
6
+ "val_size": 50,
7
+ "test_size": 160,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 4.532088989809121e-17,
12
+ -7.34333229144925e-17,
13
+ 5.686456596603897e-16,
14
+ -1.441175221489608e-16,
15
+ 1.2583849306495375e-16,
16
+ -1.7241499233613294e-17,
17
+ -4.0893214740359934e-17,
18
+ 1.316275131219278e-16,
19
+ -6.396999332363997e-18,
20
+ -1.3756191952736462e-16,
21
+ -3.933361572957697e-17,
22
+ -1.1186818667175387e-16,
23
+ 2.5106900685451756e-16,
24
+ 4.337799960499719e-17,
25
+ 4.421066687346605e-17,
26
+ -1.850371707708594e-17,
27
+ -2.350368577012995e-16,
28
+ -9.793753110086202e-17
29
+ ]
30
+ ],
31
+ "std": [
32
+ [
33
+ 0.9996246758364985,
34
+ 0.9995878274866169,
35
+ 0.8038207521572458,
36
+ 0.7019751493522468,
37
+ 0.9960026008909317,
38
+ 0.9995397039243666,
39
+ 0.9968889591858656,
40
+ 0.9995749389029804,
41
+ 0.9994997832814528,
42
+ 0.9994762671895456,
43
+ 0.9995321523164318,
44
+ 0.9994865643378964,
45
+ 0.9988998799598826,
46
+ 0.9992534567413346,
47
+ 0.9989012736519327,
48
+ 0.9995288891246146,
49
+ 0.9578356691087312,
50
+ 0.9933295528418025
51
+ ]
52
+ ]
53
+ },
54
+ "width": 64,
55
+ "in_features": 18,
56
+ "out_features": 7,
57
+ "depth": 4,
58
+ "padding": 36,
59
+ "parameters": 15308,
60
+ "cert_evals": {
61
+ "36": 0.8500000238418579,
62
+ "72": 0.8187500238418579,
63
+ "108": 0.793749988079071,
64
+ "255": 0.39375001192092896
65
+ }
66
+ }
UCI_N4/ldlt-resnet/runs/image-segmentation/fold_1/result.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 10,
3
+ "best_val_acc": 0.9361702127659575,
4
+ "test_acc": 0.8957055214723927,
5
+ "train_size": 2100,
6
+ "val_size": 47,
7
+ "test_size": 163,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 4.532088989809121e-17,
12
+ -7.34333229144925e-17,
13
+ 5.686456596603897e-16,
14
+ -1.441175221489608e-16,
15
+ 1.2583849306495375e-16,
16
+ -1.7241499233613294e-17,
17
+ -4.0893214740359934e-17,
18
+ 1.316275131219278e-16,
19
+ -6.396999332363997e-18,
20
+ -1.3756191952736462e-16,
21
+ -3.933361572957697e-17,
22
+ -1.1186818667175387e-16,
23
+ 2.5106900685451756e-16,
24
+ 4.337799960499719e-17,
25
+ 4.421066687346605e-17,
26
+ -1.850371707708594e-17,
27
+ -2.350368577012995e-16,
28
+ -9.793753110086202e-17
29
+ ]
30
+ ],
31
+ "std": [
32
+ [
33
+ 0.9996246758364985,
34
+ 0.9995878274866169,
35
+ 0.8038207521572458,
36
+ 0.7019751493522468,
37
+ 0.9960026008909317,
38
+ 0.9995397039243666,
39
+ 0.9968889591858656,
40
+ 0.9995749389029804,
41
+ 0.9994997832814528,
42
+ 0.9994762671895456,
43
+ 0.9995321523164318,
44
+ 0.9994865643378964,
45
+ 0.9988998799598826,
46
+ 0.9992534567413346,
47
+ 0.9989012736519327,
48
+ 0.9995288891246146,
49
+ 0.9578356691087312,
50
+ 0.9933295528418025
51
+ ]
52
+ ]
53
+ },
54
+ "width": 64,
55
+ "in_features": 18,
56
+ "out_features": 7,
57
+ "depth": 4,
58
+ "padding": 36,
59
+ "parameters": 15308,
60
+ "cert_evals": {
61
+ "36": 0.8527607321739197,
62
+ "72": 0.8159509301185608,
63
+ "108": 0.7546011805534363,
64
+ "255": 0.34355828166007996
65
+ }
66
+ }
UCI_N4/ldlt-resnet/runs/image-segmentation/fold_2/result.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 9,
3
+ "best_val_acc": 0.9534883720930233,
4
+ "test_acc": 0.8922155688622755,
5
+ "train_size": 2100,
6
+ "val_size": 43,
7
+ "test_size": 167,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 4.532088989809121e-17,
12
+ -7.34333229144925e-17,
13
+ 5.686456596603897e-16,
14
+ -1.441175221489608e-16,
15
+ 1.2583849306495375e-16,
16
+ -1.7241499233613294e-17,
17
+ -4.0893214740359934e-17,
18
+ 1.316275131219278e-16,
19
+ -6.396999332363997e-18,
20
+ -1.3756191952736462e-16,
21
+ -3.933361572957697e-17,
22
+ -1.1186818667175387e-16,
23
+ 2.5106900685451756e-16,
24
+ 4.337799960499719e-17,
25
+ 4.421066687346605e-17,
26
+ -1.850371707708594e-17,
27
+ -2.350368577012995e-16,
28
+ -9.793753110086202e-17
29
+ ]
30
+ ],
31
+ "std": [
32
+ [
33
+ 0.9996246758364985,
34
+ 0.9995878274866169,
35
+ 0.8038207521572458,
36
+ 0.7019751493522468,
37
+ 0.9960026008909317,
38
+ 0.9995397039243666,
39
+ 0.9968889591858656,
40
+ 0.9995749389029804,
41
+ 0.9994997832814528,
42
+ 0.9994762671895456,
43
+ 0.9995321523164318,
44
+ 0.9994865643378964,
45
+ 0.9988998799598826,
46
+ 0.9992534567413346,
47
+ 0.9989012736519327,
48
+ 0.9995288891246146,
49
+ 0.9578356691087312,
50
+ 0.9933295528418025
51
+ ]
52
+ ]
53
+ },
54
+ "width": 64,
55
+ "in_features": 18,
56
+ "out_features": 7,
57
+ "depth": 4,
58
+ "padding": 36,
59
+ "parameters": 15308,
60
+ "cert_evals": {
61
+ "36": 0.8622754812240601,
62
+ "72": 0.8083832859992981,
63
+ "108": 0.7844311594963074,
64
+ "255": 0.34730541706085205
65
+ }
66
+ }
UCI_N4/ldlt-resnet/runs/image-segmentation/fold_3/result.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 2,
3
+ "best_val_acc": 0.8611111111111112,
4
+ "test_acc": 0.8735632183908046,
5
+ "train_size": 2100,
6
+ "val_size": 36,
7
+ "test_size": 174,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 4.532088989809121e-17,
12
+ -7.34333229144925e-17,
13
+ 5.686456596603897e-16,
14
+ -1.441175221489608e-16,
15
+ 1.2583849306495375e-16,
16
+ -1.7241499233613294e-17,
17
+ -4.0893214740359934e-17,
18
+ 1.316275131219278e-16,
19
+ -6.396999332363997e-18,
20
+ -1.3756191952736462e-16,
21
+ -3.933361572957697e-17,
22
+ -1.1186818667175387e-16,
23
+ 2.5106900685451756e-16,
24
+ 4.337799960499719e-17,
25
+ 4.421066687346605e-17,
26
+ -1.850371707708594e-17,
27
+ -2.350368577012995e-16,
28
+ -9.793753110086202e-17
29
+ ]
30
+ ],
31
+ "std": [
32
+ [
33
+ 0.9996246758364985,
34
+ 0.9995878274866169,
35
+ 0.8038207521572458,
36
+ 0.7019751493522468,
37
+ 0.9960026008909317,
38
+ 0.9995397039243666,
39
+ 0.9968889591858656,
40
+ 0.9995749389029804,
41
+ 0.9994997832814528,
42
+ 0.9994762671895456,
43
+ 0.9995321523164318,
44
+ 0.9994865643378964,
45
+ 0.9988998799598826,
46
+ 0.9992534567413346,
47
+ 0.9989012736519327,
48
+ 0.9995288891246146,
49
+ 0.9578356691087312,
50
+ 0.9933295528418025
51
+ ]
52
+ ]
53
+ },
54
+ "width": 64,
55
+ "in_features": 18,
56
+ "out_features": 7,
57
+ "depth": 4,
58
+ "padding": 36,
59
+ "parameters": 15308,
60
+ "cert_evals": {
61
+ "36": 0.7701149582862854,
62
+ "72": 0.6436781883239746,
63
+ "108": 0.5287356376647949,
64
+ "255": 0.29885056614875793
65
+ }
66
+ }
UCI_N4/ldlt-resnet/runs/ionosphere/fold_0/result.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 11,
3
+ "best_val_acc": 0.8936170212765957,
4
+ "test_acc": 0.8796296296296297,
5
+ "train_size": 88,
6
+ "val_size": 47,
7
+ "test_size": 216,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.053792624999999955,
12
+ 0.11437863863636365,
13
+ -0.09784573977272727,
14
+ 0.037641697727272765,
15
+ 0.03979244659090908,
16
+ -0.022637212499999986,
17
+ -0.03695475681818172,
18
+ -0.03367938977272729,
19
+ -0.021329492045454524,
20
+ -0.09884267272727273,
21
+ 0.035718605681818186,
22
+ 0.06464764249999998,
23
+ -0.019363167613636392,
24
+ -0.05855647840909092,
25
+ -0.09749018068181807,
26
+ -0.038717673863636344,
27
+ -0.20421359857954527,
28
+ -0.07935669659090909,
29
+ -0.1400404538977272,
30
+ 0.02510688295454545,
31
+ -0.037117688954545446,
32
+ 0.033973999999999976,
33
+ -0.1653208722727273,
34
+ 0.005757295454545449,
35
+ -0.1324492284090909,
36
+ -0.08898458409090908,
37
+ -0.05795820443181821,
38
+ -0.02483663102272733,
39
+ -0.08507457556818178,
40
+ 0.08867289204545453,
41
+ -0.04576606920454543,
42
+ 0.02797571125000001,
43
+ -0.0760243448863635
44
+ ]
45
+ ],
46
+ "std": [
47
+ [
48
+ 1.0628766820372375,
49
+ 0.7507239967772006,
50
+ 1.0291396537758577,
51
+ 0.8884938256308751,
52
+ 0.9340022757733981,
53
+ 0.913837455075107,
54
+ 0.9736609191811407,
55
+ 0.9876988868200146,
56
+ 1.0170932036566493,
57
+ 0.9930860356859771,
58
+ 0.9548850329366211,
59
+ 0.9223725518038193,
60
+ 0.8913550898838349,
61
+ 1.0187510679778873,
62
+ 1.017494178014936,
63
+ 1.0307802521113834,
64
+ 0.975629252171648,
65
+ 1.0218068809970482,
66
+ 0.9797731524500652,
67
+ 0.9502446255339264,
68
+ 0.9112949974613238,
69
+ 0.9538996196640592,
70
+ 0.8900589740016208,
71
+ 0.9778636762599577,
72
+ 0.9154522749390646,
73
+ 1.05891815419685,
74
+ 0.9349516698212756,
75
+ 1.028413342097531,
76
+ 1.0174809086582552,
77
+ 0.8603550537251974,
78
+ 0.9177215824920913,
79
+ 0.9334496357023497,
80
+ 0.9708996223344086
81
+ ]
82
+ ]
83
+ },
84
+ "width": 128,
85
+ "in_features": 33,
86
+ "out_features": 2,
87
+ "depth": 4,
88
+ "padding": 66,
89
+ "parameters": 58375,
90
+ "cert_evals": {
91
+ "36": 0.8379629850387573,
92
+ "72": 0.8009259104728699,
93
+ "108": 0.7083333134651184,
94
+ "255": 0.3333333432674408
95
+ }
96
+ }
UCI_N4/ldlt-resnet/runs/ionosphere/fold_1/result.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 46,
3
+ "best_val_acc": 0.9454545454545454,
4
+ "test_acc": 0.8798076923076923,
5
+ "train_size": 88,
6
+ "val_size": 55,
7
+ "test_size": 208,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.05379262500000004,
12
+ 0.057230188340909066,
13
+ -0.12594148852272724,
14
+ -0.0657140477272727,
15
+ 0.03683578340909091,
16
+ -0.019606631818181786,
17
+ -0.060358038636363666,
18
+ 0.04340084659090913,
19
+ -0.0891362948863636,
20
+ 0.11950643409090907,
21
+ -0.0431416420454545,
22
+ 0.015000489886363617,
23
+ 0.006661120113636418,
24
+ 0.05273973636363641,
25
+ 0.015397984090909127,
26
+ 0.014861920909090958,
27
+ 0.1809429574999999,
28
+ 0.08595570852272723,
29
+ 0.06362748978409093,
30
+ 0.013652813181818213,
31
+ 0.08379081831818179,
32
+ 0.012709255681818172,
33
+ 0.05176218068181814,
34
+ -0.0808674875,
35
+ 0.0755702415909092,
36
+ 0.018801221590909037,
37
+ 0.00032548409090908274,
38
+ -0.044570049999999944,
39
+ -0.06261137522727273,
40
+ -0.029789787386363672,
41
+ 0.05672472590909099,
42
+ 0.07217833522727275,
43
+ -0.1547468361363635
44
+ ]
45
+ ],
46
+ "std": [
47
+ [
48
+ 1.062876682037237,
49
+ 0.9307820453086587,
50
+ 1.0773699872895335,
51
+ 1.0440681513418153,
52
+ 0.8335723077848519,
53
+ 1.0288328270221063,
54
+ 1.012134427705991,
55
+ 0.9381625016034029,
56
+ 1.0351171735867382,
57
+ 0.8413129464522849,
58
+ 0.957745165443786,
59
+ 0.996483818815002,
60
+ 1.0520779681632726,
61
+ 0.9017607688663065,
62
+ 0.9016249527670053,
63
+ 0.9886646202839675,
64
+ 0.948531710759369,
65
+ 0.9429119629240612,
66
+ 0.9771648840049503,
67
+ 1.0130626800360227,
68
+ 0.9206929443124036,
69
+ 1.0062206389304456,
70
+ 0.9740332111643196,
71
+ 1.0276361536986764,
72
+ 1.004938887359179,
73
+ 0.9916060965398966,
74
+ 1.0389805297776586,
75
+ 0.9937147733197984,
76
+ 0.9550117277666471,
77
+ 1.045048464961226,
78
+ 0.9419333165833579,
79
+ 0.9692634514790782,
80
+ 0.8827267306674739
81
+ ]
82
+ ]
83
+ },
84
+ "width": 128,
85
+ "in_features": 33,
86
+ "out_features": 2,
87
+ "depth": 4,
88
+ "padding": 66,
89
+ "parameters": 58375,
90
+ "cert_evals": {
91
+ "36": 0.8750000596046448,
92
+ "72": 0.826923131942749,
93
+ "108": 0.7980769276618958,
94
+ "255": 0.5961538553237915
95
+ }
96
+ }
UCI_N4/ldlt-resnet/runs/ionosphere/fold_2/result.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 32,
3
+ "best_val_acc": 0.8813559322033898,
4
+ "test_acc": 0.9264705882352942,
5
+ "train_size": 88,
6
+ "val_size": 59,
7
+ "test_size": 204,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.1268343749999996,
12
+ 0.03819893595454546,
13
+ -0.011457272727272726,
14
+ 0.05116481477272727,
15
+ -0.0830110590909092,
16
+ 0.047313343863636344,
17
+ 0.10252151931818183,
18
+ 0.1333957454545454,
19
+ 0.05029393693181818,
20
+ 0.04156139318181821,
21
+ -0.001252886136363645,
22
+ -0.02304269772727273,
23
+ -0.028127184431818178,
24
+ 0.09080393977272729,
25
+ 0.051952362500000016,
26
+ 0.026424043636363623,
27
+ 0.004673466193181796,
28
+ 0.08743039488636364,
29
+ -0.026571849534090915,
30
+ 0.14150050181818186,
31
+ 0.03335016056818166,
32
+ 0.12982050340909096,
33
+ 0.16414423761363636,
34
+ 0.09544092727272725,
35
+ -0.013555443181818177,
36
+ 0.13096514511363633,
37
+ 0.08380314419318177,
38
+ 0.11039518400000002,
39
+ 0.10956971738636363,
40
+ 0.16996981363636354,
41
+ 0.20297531795454554,
42
+ 0.13073818977272728,
43
+ 0.22886673897727264
44
+ ]
45
+ ],
46
+ "std": [
47
+ [
48
+ 1.1403639563737902,
49
+ 0.9669190187863775,
50
+ 0.9172167629719893,
51
+ 0.8606790311963011,
52
+ 0.9989705798429368,
53
+ 0.9373035431734378,
54
+ 0.9209352640839872,
55
+ 0.8488345605516046,
56
+ 0.8825266596197384,
57
+ 0.9437597259890439,
58
+ 0.8884696173398924,
59
+ 1.0048586652940763,
60
+ 0.9550518112139788,
61
+ 0.9614986333459294,
62
+ 0.9194447344313414,
63
+ 0.9950631727543465,
64
+ 0.9784728631967848,
65
+ 0.9580770253420143,
66
+ 0.9232846642295484,
67
+ 0.9004257495362915,
68
+ 0.9845719410626651,
69
+ 0.9096258762479161,
70
+ 0.9598729860189827,
71
+ 0.9018492624900448,
72
+ 0.9747064152086655,
73
+ 0.8917378557660298,
74
+ 1.0112826407608113,
75
+ 0.9771390659506771,
76
+ 0.934094299138346,
77
+ 0.9171760631839044,
78
+ 0.9408030802675159,
79
+ 0.9489033599031296,
80
+ 0.9833308046410482
81
+ ]
82
+ ]
83
+ },
84
+ "width": 128,
85
+ "in_features": 33,
86
+ "out_features": 2,
87
+ "depth": 4,
88
+ "padding": 66,
89
+ "parameters": 58375,
90
+ "cert_evals": {
91
+ "36": 0.9166666865348816,
92
+ "72": 0.8823529481887817,
93
+ "108": 0.8284314274787903,
94
+ "255": 0.5980392098426819
95
+ }
96
+ }
UCI_N4/ldlt-resnet/runs/ionosphere/fold_3/result.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 7,
3
+ "best_val_acc": 0.9074074074074074,
4
+ "test_acc": 0.8899521531100478,
5
+ "train_size": 88,
6
+ "val_size": 54,
7
+ "test_size": 209,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.05379262500000004,
12
+ 0.08337084420454545,
13
+ 0.012367452272727331,
14
+ -0.10430459318181814,
15
+ -0.04320599500000006,
16
+ -0.02125417613636366,
17
+ 0.13601533749999994,
18
+ 0.08083362500000006,
19
+ 0.04508737613636362,
20
+ 0.06580848409090917,
21
+ -0.04573462613636365,
22
+ -0.11163381636363634,
23
+ -0.08390394295454544,
24
+ -0.08376589772727273,
25
+ -0.044872403409090926,
26
+ -0.0040415840909091135,
27
+ -0.08072537250000003,
28
+ 0.09002621590909089,
29
+ -0.162396136590909,
30
+ -0.039994314090909096,
31
+ -0.10034994406818182,
32
+ -0.025718289772727287,
33
+ -0.07362233545454551,
34
+ 0.15139177386363645,
35
+ -0.09483327613636364,
36
+ 0.035840585227272695,
37
+ 0.10623734090909087,
38
+ 0.16713354263636365,
39
+ -0.09824181704545455,
40
+ -0.02187183522727274,
41
+ -0.02442285272727274,
42
+ -0.04313826136363642,
43
+ 0.1828973070454546
44
+ ]
45
+ ],
46
+ "std": [
47
+ [
48
+ 1.062876682037237,
49
+ 0.9490576864105106,
50
+ 0.9875219449564684,
51
+ 1.1736996169419784,
52
+ 1.085283557408111,
53
+ 1.0964938389858863,
54
+ 1.0087899511657812,
55
+ 1.0744821220114844,
56
+ 1.0108692257357619,
57
+ 1.0627108745057163,
58
+ 1.0442983244440271,
59
+ 1.1469962087719372,
60
+ 1.0331323404442145,
61
+ 1.1049553685537077,
62
+ 1.023216090225595,
63
+ 1.0297914379913535,
64
+ 1.0415403651865944,
65
+ 1.0022218327408114,
66
+ 1.0389078436934174,
67
+ 1.0658270934057976,
68
+ 1.0847302652617432,
69
+ 1.0404853997786638,
70
+ 1.050257290760166,
71
+ 0.893199357426146,
72
+ 1.0313013612091906,
73
+ 0.9776385188820035,
74
+ 1.0220555587416027,
75
+ 0.8817940384222789,
76
+ 1.0763521420836772,
77
+ 1.0347943476784296,
78
+ 1.1267168423195861,
79
+ 1.0726159506205808,
80
+ 1.1123266143540387
81
+ ]
82
+ ]
83
+ },
84
+ "width": 128,
85
+ "in_features": 33,
86
+ "out_features": 2,
87
+ "depth": 4,
88
+ "padding": 66,
89
+ "parameters": 58375,
90
+ "cert_evals": {
91
+ "36": 0.8373205661773682,
92
+ "72": 0.7272726893424988,
93
+ "108": 0.6267942190170288,
94
+ "255": 0.1866028606891632
95
+ }
96
+ }
UCI_N4/ldlt-resnet/runs/iris/fold_0/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 20,
3
+ "best_val_acc": 0.8571428571428571,
4
+ "test_acc": 0.6956521739130435,
5
+ "train_size": 37,
6
+ "val_size": 21,
7
+ "test_size": 92,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.06538616216216218,
12
+ 0.037524162162162124,
13
+ -0.05163069459459464,
14
+ -0.05491507459459471
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 0.9148870367317358,
20
+ 1.0881966465526376,
21
+ 0.9955337168703222,
22
+ 0.9789290060304676
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": 0.5,
34
+ "72": 0.17391304671764374,
35
+ "108": 0.021739130839705467,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/iris/fold_1/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 13,
3
+ "best_val_acc": 0.896551724137931,
4
+ "test_acc": 0.7261904761904762,
5
+ "train_size": 37,
6
+ "val_size": 29,
7
+ "test_size": 84,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.1894133945945945,
12
+ -0.14947308108108107,
13
+ -0.07307603783783788,
14
+ -0.09033012864864856
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 0.9592123832790647,
20
+ 0.9096266883189955,
21
+ 1.0119512040032557,
22
+ 1.0176631024602978
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": 0.6190476417541504,
34
+ "72": 0.369047611951828,
35
+ "108": 0.1071428582072258,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/iris/fold_2/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 10,
3
+ "best_val_acc": 0.9130434782608695,
4
+ "test_acc": 0.9333333333333333,
5
+ "train_size": 37,
6
+ "val_size": 23,
7
+ "test_size": 90,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.12065495945945945,
12
+ 0.08115708108108108,
13
+ -0.014868264864864856,
14
+ 0.0017480032432432313
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 1.079972374505205,
20
+ 0.8268394002889127,
21
+ 1.0381376116445211,
22
+ 1.0358017457861401
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": 0.4444444477558136,
34
+ "72": 0.13333334028720856,
35
+ "108": 0.0,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/iris/fold_3/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 16,
3
+ "best_val_acc": 0.8823529411764706,
4
+ "test_acc": 0.7468354430379747,
5
+ "train_size": 37,
6
+ "val_size": 34,
7
+ "test_size": 79,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.019474235135135163,
12
+ 0.1372560810810812,
13
+ -0.050099464864865016,
14
+ -0.012418108108108169
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 1.0035126577760827,
20
+ 0.9654086463610752,
21
+ 1.0191317626227525,
22
+ 1.0325640931007958
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": 0.6202532052993774,
34
+ "72": 0.4810126721858978,
35
+ "108": 0.3544303774833679,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/led-display/fold_0/result.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 62,
3
+ "best_val_acc": 0.7051282051282052,
4
+ "test_acc": 0.7188552188552189,
5
+ "train_size": 250,
6
+ "val_size": 156,
7
+ "test_size": 594,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.007071759999999854,
12
+ -0.06713887999999998,
13
+ 0.04580425999999983,
14
+ -0.02524725599999987,
15
+ 0.032490744000000016,
16
+ 0.026608120000000096,
17
+ 1.7199999999801818e-06
18
+ ]
19
+ ],
20
+ "std": [
21
+ [
22
+ 0.9950459658737895,
23
+ 1.009900234084628,
24
+ 0.9724760974354865,
25
+ 1.0074396393306633,
26
+ 1.004766715631752,
27
+ 0.9754811567914686,
28
+ 0.9994980323196654
29
+ ]
30
+ ]
31
+ },
32
+ "width": 32,
33
+ "in_features": 7,
34
+ "out_features": 10,
35
+ "depth": 4,
36
+ "padding": 14,
37
+ "parameters": 3983,
38
+ "cert_evals": {
39
+ "36": 0.6851851940155029,
40
+ "72": 0.6414141058921814,
41
+ "108": 0.5909090638160706,
42
+ "255": 0.1734006702899933
43
+ }
44
+ }
UCI_N4/ldlt-resnet/runs/led-display/fold_1/result.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 0.7021276595744681,
4
+ "test_acc": 0.7438423645320197,
5
+ "train_size": 250,
6
+ "val_size": 141,
7
+ "test_size": 609,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.030645360000000187,
12
+ 0.03051721599999998,
13
+ -0.07328692000000013,
14
+ -0.01683115199999986,
15
+ -0.024368800000000006,
16
+ 0.02660812000000029,
17
+ 1.7199999999624183e-06
18
+ ]
19
+ ],
20
+ "std": [
21
+ [
22
+ 1.018012947504733,
23
+ 0.9932371252643158,
24
+ 1.0370805647209447,
25
+ 1.0048701299259322,
26
+ 0.9948347843380658,
27
+ 0.9754811567914693,
28
+ 0.9994980323196655
29
+ ]
30
+ ]
31
+ },
32
+ "width": 32,
33
+ "in_features": 7,
34
+ "out_features": 10,
35
+ "depth": 4,
36
+ "padding": 14,
37
+ "parameters": 3983,
38
+ "cert_evals": {
39
+ "36": 0.6650246381759644,
40
+ "72": 0.6174055933952332,
41
+ "108": 0.5845648646354675,
42
+ "255": 0.05911330133676529
43
+ }
44
+ }
UCI_N4/ldlt-resnet/runs/led-display/fold_2/result.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 0.7133757961783439,
4
+ "test_acc": 0.6947723440134908,
5
+ "train_size": 250,
6
+ "val_size": 157,
7
+ "test_size": 593,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.02121608000000006,
12
+ -0.018310832,
13
+ -0.02748262000000013,
14
+ 0.008417160000000156,
15
+ 0.01624516000000005,
16
+ 0.026608120000000093,
17
+ -0.01687781599999998
18
+ ]
19
+ ],
20
+ "std": [
21
+ [
22
+ 1.0124517882249175,
23
+ 1.002792806702983,
24
+ 1.0143765302763266,
25
+ 0.9966955712286966,
26
+ 1.0022682733933526,
27
+ 0.9754811567914692,
28
+ 1.005041365963769
29
+ ]
30
+ ]
31
+ },
32
+ "width": 32,
33
+ "in_features": 7,
34
+ "out_features": 10,
35
+ "depth": 4,
36
+ "padding": 14,
37
+ "parameters": 3983,
38
+ "cert_evals": {
39
+ "36": 0.6475548148155212,
40
+ "72": 0.6138280034065247,
41
+ "108": 0.5986509323120117,
42
+ "255": 0.0961214154958725
43
+ }
44
+ }
UCI_N4/ldlt-resnet/runs/led-display/fold_3/result.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 0.7289156626506024,
4
+ "test_acc": 0.7311643835616438,
5
+ "train_size": 250,
6
+ "val_size": 166,
7
+ "test_size": 584,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.0023575200000001267,
12
+ 0.0061031919999999995,
13
+ 0.009160819999999905,
14
+ -0.04207946399999987,
15
+ -0.016246007999999923,
16
+ -0.1011123440000001,
17
+ 0.05064032800000006
18
+ ]
19
+ ],
20
+ "std": [
21
+ [
22
+ 1.0009703691603724,
23
+ 0.9983249694649329,
24
+ 0.9943226309022788,
25
+ 1.0123492183086487,
26
+ 0.9964583563164333,
27
+ 1.0799745182608878,
28
+ 0.9809392436444123
29
+ ]
30
+ ]
31
+ },
32
+ "width": 32,
33
+ "in_features": 7,
34
+ "out_features": 10,
35
+ "depth": 4,
36
+ "padding": 14,
37
+ "parameters": 3983,
38
+ "cert_evals": {
39
+ "36": 0.6866438388824463,
40
+ "72": 0.676369845867157,
41
+ "108": 0.5976027250289917,
42
+ "255": 0.10616438090801239
43
+ }
44
+ }
UCI_N4/ldlt-resnet/runs/lenses/fold_0/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 0.5,
5
+ "train_size": 6,
6
+ "val_size": 4,
7
+ "test_size": 14,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0,
12
+ 0.6526299999999999,
13
+ 0.0,
14
+ -0.32631499999999997
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 0.9789467406691065,
20
+ 0.7296625220778439,
21
+ 0.978945,
22
+ 0.922958197211553
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": 0.4285714626312256,
34
+ "72": 0.2142857313156128,
35
+ "108": 0.0714285746216774,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/lenses/fold_3/result.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 1,
3
+ "best_val_acc": 0.5,
4
+ "test_acc": 0.21428571428571427,
5
+ "train_size": 6,
6
+ "val_size": 4,
7
+ "test_size": 14,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.59948,
12
+ 0.32631499999999997,
13
+ 0.32631499999999997,
14
+ -0.32631499999999997
15
+ ]
16
+ ],
17
+ "std": [
18
+ [
19
+ 0.915720825870709,
20
+ 0.9229581972115529,
21
+ 0.922958197211553,
22
+ 0.922958197211553
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": 0.2142857313156128,
34
+ "72": 0.2142857313156128,
35
+ "108": 0.2142857313156128,
36
+ "255": 0.0
37
+ }
38
+ }
UCI_N4/ldlt-resnet/runs/letter/fold_0/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 51,
3
+ "best_val_acc": 0.700228832951945,
4
+ "test_acc": 0.6819361862490578,
5
+ "train_size": 5000,
6
+ "val_size": 3059,
7
+ "test_size": 11941,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.00514853171999978,
12
+ 0.005659159839999929,
13
+ 0.015561632360000245,
14
+ 0.01129863240000007,
15
+ 0.0052732767999999685,
16
+ 0.00552804246000023,
17
+ -0.003806189400000043,
18
+ 0.004888994199999829,
19
+ 0.008798804439999558,
20
+ -0.008297726599999769,
21
+ 0.0009121625999998376,
22
+ 0.004806467700000183,
23
+ 0.003901915299999814,
24
+ -0.011281666800000121,
25
+ -0.0074610201999999294,
26
+ 0.003215448200000049
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 0.9872835099546217,
32
+ 1.006134190408135,
33
+ 0.9972389123333294,
34
+ 1.0049266649751227,
35
+ 0.9943131104630408,
36
+ 0.9927707764568473,
37
+ 1.0068065835854811,
38
+ 1.0134669668414158,
39
+ 1.0040007520709764,
40
+ 0.9997230654740944,
41
+ 1.007968354670923,
42
+ 1.0003581319476724,
43
+ 1.005041480077882,
44
+ 1.0049516430140362,
45
+ 0.9976563117551296,
46
+ 0.9860491581099939
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 26,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 16287,
56
+ "cert_evals": {
57
+ "36": 0.6060631275177002,
58
+ "72": 0.5140272974967957,
59
+ "108": 0.41964659094810486,
60
+ "255": 0.14144544303417206
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/letter/fold_1/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 46,
3
+ "best_val_acc": 0.6853101896496303,
4
+ "test_acc": 0.6920682984271175,
5
+ "train_size": 5000,
6
+ "val_size": 3111,
7
+ "test_size": 11889,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0029532797399999047,
12
+ 0.004388175279999976,
13
+ 0.004244063760000119,
14
+ 0.012979005999999998,
15
+ -0.004678983799999144,
16
+ 0.003455055400000179,
17
+ -0.007418534600000143,
18
+ 0.003926012599999779,
19
+ 0.00795879715999929,
20
+ -0.00524365779999995,
21
+ -0.01178226520000005,
22
+ -0.015187571099999951,
23
+ -0.012475097320000503,
24
+ -0.0018423520000003316,
25
+ -0.013382179199999674,
26
+ -0.004821816599999932
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 0.9986276678083476,
32
+ 0.9950343941586423,
33
+ 0.99640667299183,
34
+ 1.0000071963490385,
35
+ 0.992160528900722,
36
+ 1.0037788827185958,
37
+ 1.0135243337906252,
38
+ 1.019023638516362,
39
+ 1.0086984945355297,
40
+ 1.009749704171076,
41
+ 1.013939210703217,
42
+ 0.9887907814862574,
43
+ 0.9896867749920725,
44
+ 0.9916791039398155,
45
+ 1.0056717046836126,
46
+ 1.0037598172363915
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 26,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 16287,
56
+ "cert_evals": {
57
+ "36": 0.6112372875213623,
58
+ "72": 0.5242661237716675,
59
+ "108": 0.4225755035877228,
60
+ "255": 0.14088653028011322
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/letter/fold_3/result.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 22,
3
+ "best_val_acc": 0.6921535893155258,
4
+ "test_acc": 0.6770512286547272,
5
+ "train_size": 5000,
6
+ "val_size": 2995,
7
+ "test_size": 12005,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.004834942479999971,
12
+ 0.001483113019999944,
13
+ -0.0019111359399998356,
14
+ 0.0075840941999999545,
15
+ -0.0010267499999996761,
16
+ 0.017176408160000104,
17
+ -0.001742007400000528,
18
+ -0.001036997800000219,
19
+ 0.003506500319999635,
20
+ -0.004038084999999959,
21
+ -0.005625091799999523,
22
+ 0.0011537186999995067,
23
+ 0.00047216481999986826,
24
+ -0.0067559524000002655,
25
+ 0.007341836400000017,
26
+ 0.0008661090000000479
27
+ ]
28
+ ],
29
+ "std": [
30
+ [
31
+ 1.004162670449844,
32
+ 1.0009285120042208,
33
+ 1.0009316003026747,
34
+ 1.0058812415247276,
35
+ 1.0013613633110403,
36
+ 0.9913646988590394,
37
+ 0.9980301597574796,
38
+ 0.9947148416325726,
39
+ 0.9936745035912995,
40
+ 0.9961424729063775,
41
+ 0.9987978729631191,
42
+ 0.9997824037300547,
43
+ 0.9953405790803281,
44
+ 1.0103550196199995,
45
+ 1.0017727765855509,
46
+ 1.0101591352858876
47
+ ]
48
+ ]
49
+ },
50
+ "width": 64,
51
+ "in_features": 16,
52
+ "out_features": 26,
53
+ "depth": 4,
54
+ "padding": 32,
55
+ "parameters": 16287,
56
+ "cert_evals": {
57
+ "36": 0.5925863981246948,
58
+ "72": 0.5055393576622009,
59
+ "108": 0.4172428250312805,
60
+ "255": 0.13919200003147125
61
+ }
62
+ }
UCI_N4/ldlt-resnet/runs/mammographic/fold_0/result.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 27,
3
+ "best_val_acc": 0.863013698630137,
4
+ "test_acc": 0.8139130434782609,
5
+ "train_size": 240,
6
+ "val_size": 146,
7
+ "test_size": 575,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.045138683333333235,
12
+ -0.06581824708333332,
13
+ -0.0668893333333335,
14
+ 0.0035843166666667194,
15
+ 0.07534454166666703
16
+ ]
17
+ ],
18
+ "std": [
19
+ [
20
+ 0.3742768596239394,
21
+ 1.0309553579295558,
22
+ 1.0205845721721885,
23
+ 1.0069085496781394,
24
+ 0.8984819781883195
25
+ ]
26
+ ]
27
+ },
28
+ "width": 32,
29
+ "in_features": 5,
30
+ "out_features": 2,
31
+ "depth": 4,
32
+ "padding": 10,
33
+ "parameters": 3591,
34
+ "cert_evals": {
35
+ "36": 0.7756521701812744,
36
+ "72": 0.7460869550704956,
37
+ "108": 0.7165217399597168,
38
+ "255": 0.3913043439388275
39
+ }
40
+ }
UCI_N4/ldlt-resnet/runs/monks-2/fold_3/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 1,
3
+ "best_val_acc": 0.5862068965517241,
4
+ "test_acc": 0.5857142857142857,
5
+ "train_size": 432,
6
+ "val_size": 29,
7
+ "test_size": 140,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -5.13992141030165e-18,
12
+ 1.1307827102663631e-17,
13
+ -6.6818978333921455e-18,
14
+ -1.02798428206033e-18,
15
+ 0.0,
16
+ 0.0
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9988447623463166,
22
+ 0.9988447623463166,
23
+ 0.9988419999999979,
24
+ 0.9988447623463166,
25
+ 0.9988439629181349,
26
+ 0.9988419999999979
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": 0.3928571343421936,
38
+ "72": 0.20000000298023224,
39
+ "108": 0.08571428805589676,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/monks-3/fold_0/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 1,
3
+ "best_val_acc": 0.5625,
4
+ "test_acc": 0.4777777777777778,
5
+ "train_size": 432,
6
+ "val_size": 32,
7
+ "test_size": 90,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -5.13992141030165e-18,
12
+ 1.1307827102663631e-17,
13
+ -6.6818978333921455e-18,
14
+ -1.02798428206033e-18,
15
+ 0.0,
16
+ 0.0
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9988447623463166,
22
+ 0.9988447623463166,
23
+ 0.9988419999999979,
24
+ 0.9988447623463166,
25
+ 0.9988439629181349,
26
+ 0.9988419999999979
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": 0.36666667461395264,
38
+ "72": 0.25555557012557983,
39
+ "108": 0.15555556118488312,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/monks-3/fold_2/result.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 3,
3
+ "best_val_acc": 0.75,
4
+ "test_acc": 0.6938775510204082,
5
+ "train_size": 432,
6
+ "val_size": 24,
7
+ "test_size": 98,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -5.13992141030165e-18,
12
+ 1.1307827102663631e-17,
13
+ -6.6818978333921455e-18,
14
+ -1.02798428206033e-18,
15
+ 0.0,
16
+ 0.0
17
+ ]
18
+ ],
19
+ "std": [
20
+ [
21
+ 0.9988447623463166,
22
+ 0.9988447623463166,
23
+ 0.9988419999999979,
24
+ 0.9988447623463166,
25
+ 0.9988439629181349,
26
+ 0.9988419999999979
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": 0.5510203838348389,
38
+ "72": 0.3877550959587097,
39
+ "108": 0.2448979616165161,
40
+ "255": 0.0
41
+ }
42
+ }
UCI_N4/ldlt-resnet/runs/mushroom/fold_0/result.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 54,
3
+ "best_val_acc": 0.9941860465116279,
4
+ "test_acc": 0.9940683166291675,
5
+ "train_size": 2031,
6
+ "val_size": 1204,
7
+ "test_size": 4889,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.01584243131462058,
12
+ 0.019616320039388076,
13
+ -0.017441079960610038,
14
+ 1.6376169432992076e-06,
15
+ 0.03251508222550193,
16
+ -0.0356802550467818,
17
+ 0.0053510472673569415,
18
+ 0.01704437272280179,
19
+ -0.004787042589856331,
20
+ -0.006957840965042196,
21
+ -0.010824010832105619,
22
+ -0.015714124076808157,
23
+ -0.0028289399310687338,
24
+ 0.026870491383555076,
25
+ 0.022659543082221442,
26
+ -0.030434470704082447,
27
+ 0.043593827671097096,
28
+ 0.004918543082224606,
29
+ 0.02840681752831178,
30
+ -0.026348127031018555,
31
+ -0.005641193156080321
32
+ ]
33
+ ],
34
+ "std": [
35
+ [
36
+ 1.035686963839167,
37
+ 1.007002340594574,
38
+ 1.0017151333988827,
39
+ 0.9999368171880522,
40
+ 0.9990636351015061,
41
+ 1.1008233629053865,
42
+ 1.0048344484644247,
43
+ 1.0068055573931955,
44
+ 1.0236440770193422,
45
+ 1.0008597796892533,
46
+ 1.0073922426397302,
47
+ 1.0167066772104598,
48
+ 1.0093964386273888,
49
+ 0.9734350559013669,
50
+ 0.9832626494901496,
51
+ 1.1103048088729688,
52
+ 1.0723209186406066,
53
+ 1.007595964551157,
54
+ 1.0120097158286505,
55
+ 1.0110411166324569,
56
+ 1.0045172770457236
57
+ ]
58
+ ]
59
+ },
60
+ "width": 64,
61
+ "in_features": 21,
62
+ "out_features": 2,
63
+ "depth": 4,
64
+ "padding": 42,
65
+ "parameters": 15367,
66
+ "cert_evals": {
67
+ "36": 0.9920228719711304,
68
+ "72": 0.9877275228500366,
69
+ "108": 0.9760687351226807,
70
+ "255": 0.9106156826019287
71
+ }
72
+ }
UCI_N4/ldlt-resnet/runs/mushroom/fold_1/result.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 35,
3
+ "best_val_acc": 1.0,
4
+ "test_acc": 0.9985534201281256,
5
+ "train_size": 2031,
6
+ "val_size": 1254,
7
+ "test_size": 4839,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.021851665189558965,
12
+ 0.045494687346133454,
13
+ -0.023016031905465747,
14
+ 0.036965530280656626,
15
+ -0.008439554899067095,
16
+ -0.06050103692762893,
17
+ -0.005352279172820291,
18
+ 0.018109654357464634,
19
+ -0.010826772476611657,
20
+ -0.005964144756278134,
21
+ -0.0263845425898607,
22
+ -0.005439538158541234,
23
+ 0.010182521910388735,
24
+ 0.029856061546036587,
25
+ 0.009422661742979281,
26
+ -0.06898491088133507,
27
+ 0.012714621368784741,
28
+ -0.020496901526342964,
29
+ 0.05158484524864612,
30
+ -0.02241571344165382,
31
+ -0.02120593136385968
32
+ ]
33
+ ],
34
+ "std": [
35
+ [
36
+ 1.0315248601647244,
37
+ 0.9830179985436717,
38
+ 1.0047928251090696,
39
+ 0.992895294859441,
40
+ 1.0073587113125533,
41
+ 1.1652227018641232,
42
+ 0.9949884738559476,
43
+ 1.0072236447378615,
44
+ 1.00567603413793,
45
+ 1.0007315155621166,
46
+ 1.0109205575258327,
47
+ 0.9954514465944221,
48
+ 0.9929406186187327,
49
+ 0.9751836648011396,
50
+ 0.9886323473980784,
51
+ 1.2290771873330002,
52
+ 1.039381732586694,
53
+ 1.0071967460617643,
54
+ 1.021124603051882,
55
+ 0.9975517568367002,
56
+ 0.9993739380403122
57
+ ]
58
+ ]
59
+ },
60
+ "width": 64,
61
+ "in_features": 21,
62
+ "out_features": 2,
63
+ "depth": 4,
64
+ "padding": 42,
65
+ "parameters": 15367,
66
+ "cert_evals": {
67
+ "36": 0.9915271401405334,
68
+ "72": 0.980161190032959,
69
+ "108": 0.9708617329597473,
70
+ "255": 0.9041123986244202
71
+ }
72
+ }
UCI_N4/ldlt-resnet/runs/mushroom/fold_2/result.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 28,
3
+ "best_val_acc": 0.9945397815912637,
4
+ "test_acc": 0.996882145084182,
5
+ "train_size": 2031,
6
+ "val_size": 1282,
7
+ "test_size": 4811,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.03987938453963112,
12
+ 0.04048598621368699,
13
+ 0.017724141063516025,
14
+ 0.042959675036934646,
15
+ 0.03524534219595943,
16
+ -0.01085947316593538,
17
+ 0.06020559527326806,
18
+ 0.04154585032004439,
19
+ -0.021138416248152825,
20
+ 0.00794760216642041,
21
+ -0.004058537173807962,
22
+ 0.006043802067947628,
23
+ 0.019799688330871056,
24
+ 0.03766451600196941,
25
+ 0.053620419005411035,
26
+ -0.008115798128995993,
27
+ 0.03451170260955303,
28
+ -0.036620701624815996,
29
+ 0.050364973855244716,
30
+ -0.04954926834071779,
31
+ -0.038910718808467415
32
+ ]
33
+ ],
34
+ "std": [
35
+ [
36
+ 1.0340777607321368,
37
+ 0.9828467876602278,
38
+ 1.0051604242584575,
39
+ 0.9916188873116444,
40
+ 1.0038227965760236,
41
+ 1.0318178450050028,
42
+ 1.0521446789948306,
43
+ 1.0160955327893362,
44
+ 0.9979031775629262,
45
+ 0.9988302921123722,
46
+ 1.0182499365894375,
47
+ 1.001416742027472,
48
+ 0.9791335857275247,
49
+ 0.980153235814559,
50
+ 0.9653369532140004,
51
+ 1.0477780788429225,
52
+ 1.071696160550273,
53
+ 1.0158478432818197,
54
+ 1.025340873611186,
55
+ 1.0205312831654343,
56
+ 1.0033427979641445
57
+ ]
58
+ ]
59
+ },
60
+ "width": 64,
61
+ "in_features": 21,
62
+ "out_features": 2,
63
+ "depth": 4,
64
+ "padding": 42,
65
+ "parameters": 15367,
66
+ "cert_evals": {
67
+ "36": 0.9881521463394165,
68
+ "72": 0.9719393253326416,
69
+ "108": 0.9623779058456421,
70
+ "255": 0.8892122507095337
71
+ }
72
+ }
UCI_N4/ldlt-resnet/runs/mushroom/fold_3/result.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 49,
3
+ "best_val_acc": 0.9943729903536977,
4
+ "test_acc": 0.9936069292637657,
5
+ "train_size": 2031,
6
+ "val_size": 1244,
7
+ "test_size": 4849,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.03496272082717429,
12
+ 0.006259809945836701,
13
+ -0.04574476898079691,
14
+ 0.0529499162973972,
15
+ 0.02928835942885052,
16
+ -0.032577657311676125,
17
+ 0.02140603692762581,
18
+ 0.03515416051206783,
19
+ -0.04146721969473072,
20
+ 0.024840437715410932,
21
+ -0.005411634662730505,
22
+ 0.015714001477105683,
23
+ 0.0005653535204322815,
24
+ 0.0039044672575081134,
25
+ -0.004711640078783966,
26
+ -0.03449241260462414,
27
+ -0.005449605120628364,
28
+ -0.03908023929099026,
29
+ 0.04496253520433339,
30
+ -0.007472618414573513,
31
+ -0.011867085376661432
32
+ ]
33
+ ],
34
+ "std": [
35
+ [
36
+ 1.037139112731056,
37
+ 0.9986273221456993,
38
+ 0.9988733086677153,
39
+ 0.9894071869891404,
40
+ 0.9808046824130975,
41
+ 1.092466913790217,
42
+ 1.0192143900594468,
43
+ 1.0137373624703432,
44
+ 1.0005595322422731,
45
+ 0.9962556551254128,
46
+ 1.0143973341038952,
47
+ 0.977335640989274,
48
+ 1.0045271012864667,
49
+ 0.9912055809890613,
50
+ 0.9960096703292455,
51
+ 1.1096668870025468,
52
+ 0.9979657396378034,
53
+ 1.0073781800135768,
54
+ 1.0120560325807864,
55
+ 1.0092077265578872,
56
+ 1.0030900969477494
57
+ ]
58
+ ]
59
+ },
60
+ "width": 64,
61
+ "in_features": 21,
62
+ "out_features": 2,
63
+ "depth": 4,
64
+ "padding": 42,
65
+ "parameters": 15367,
66
+ "cert_evals": {
67
+ "36": 0.9896885752677917,
68
+ "72": 0.9863889217376709,
69
+ "108": 0.9789646863937378,
70
+ "255": 0.9078160524368286
71
+ }
72
+ }
UCI_N4/ldlt-resnet/runs/musk-1/fold_0/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 4,
3
+ "best_val_acc": 0.8289473684210527,
4
+ "test_acc": 0.7722419928825622,
5
+ "train_size": 119,
6
+ "val_size": 76,
7
+ "test_size": 281,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.009291536974789802,
12
+ -0.12607884680672266,
13
+ -0.04762204201680674,
14
+ -0.0761702235294117,
15
+ -0.044936774789916,
16
+ -0.014382231932773128,
17
+ -0.041894201680672254,
18
+ -0.03190622907563026,
19
+ 0.021353001680672248,
20
+ 0.10775567647058813,
21
+ 0.09010778932773111,
22
+ -0.057640225210084016,
23
+ 0.14667296336134458,
24
+ 0.10126893949579828,
25
+ 0.14001244605042018,
26
+ -0.04249502016806724,
27
+ 0.038105572268907546,
28
+ 0.002184308487394976,
29
+ -0.05224322941176468,
30
+ 0.06215304016806718,
31
+ -0.12393828857142859,
32
+ -0.02803303361344539,
33
+ -0.10647747142857145,
34
+ 0.02538642941176475,
35
+ 0.03754377647058824,
36
+ -0.00930381512605037,
37
+ -0.10533614621848736,
38
+ -0.07591091428571431,
39
+ 0.015518248319327696,
40
+ 0.03344583445378154,
41
+ -0.0436141698991596,
42
+ -0.03440255966386541,
43
+ -0.08419558653781517,
44
+ 0.059494676050420144,
45
+ 0.011928458739495816,
46
+ -0.006269523999999992,
47
+ 0.060528428571428566,
48
+ 0.03592683193277311,
49
+ 0.07123646218487396,
50
+ -0.0823780630252101,
51
+ -0.03973622907563024,
52
+ -0.09128727731092437,
53
+ 0.134798512605042,
54
+ 0.09857759663865544,
55
+ 0.08639189302521,
56
+ 0.04655348655462184,
57
+ 0.12397431176470586,
58
+ -0.0036607467226890487,
59
+ -0.045298374201680695,
60
+ 0.09763559579831942,
61
+ -0.11482796470588238,
62
+ 0.005798111764705843,
63
+ -0.04984500840336133,
64
+ 0.10562984689075626,
65
+ -0.006794973949579853,
66
+ -0.06879170025210085,
67
+ -0.05042998067226895,
68
+ -0.1381735478991597,
69
+ 0.018107122621848763,
70
+ 0.07930746134453784,
71
+ -0.035087430369747964,
72
+ -0.047216151260504276,
73
+ -0.050801200000000026,
74
+ 0.000790052100840336,
75
+ -0.03210146470588229,
76
+ -0.011450639932773149,
77
+ 0.13865514789915964,
78
+ 0.024682792941176448,
79
+ 0.04572973361344544,
80
+ -0.07111193899159665,
81
+ -0.05305032773109243,
82
+ -0.03151311848739495,
83
+ 0.13506087714285714,
84
+ 0.03930882689075631,
85
+ 0.13208768117647057,
86
+ 0.03213378487394958,
87
+ 0.036931210084033585,
88
+ 0.0542657411764706,
89
+ -0.055266365126050425,
90
+ -0.007700784890756318,
91
+ -0.06660210142857143,
92
+ -0.0472203361344537,
93
+ -0.13513644588235293,
94
+ -0.0953638899159664,
95
+ 0.0684584218487394,
96
+ -0.027715061344537825,
97
+ -0.13681975714285718,
98
+ -0.03402985277310925,
99
+ 0.0014045230252100738,
100
+ 0.0014960380672269073,
101
+ -0.013881531092436904,
102
+ -0.054739220168067156,
103
+ -0.07439434873949584,
104
+ 0.16347766033613445,
105
+ -0.027834813445378172,
106
+ 0.04105560084033615,
107
+ -0.018090553781512614,
108
+ 0.039478408403361344,
109
+ 0.01011179831932775,
110
+ -0.056224057983193236,
111
+ -0.05482081092436975,
112
+ -0.09049105663865546,
113
+ 0.1384086307563025,
114
+ 0.1158592352941177,
115
+ 0.1295010983193277,
116
+ 0.026534809327731116,
117
+ 0.030993403193277324,
118
+ 0.045596629411764705,
119
+ 0.07867409050420171,
120
+ 0.07023428403361341,
121
+ -0.010699962478991626,
122
+ -0.1297697013445378,
123
+ -0.06125888739495793,
124
+ -0.054635241344537774,
125
+ 0.07315159588235293,
126
+ 0.14113961932773117,
127
+ 0.03369915462184867,
128
+ -0.017007521008403328,
129
+ -0.03182301008403359,
130
+ -0.10475748344537812,
131
+ 0.029890118487394944,
132
+ 0.008469613445378164,
133
+ 0.0055577798319327845,
134
+ -0.015650881428571396,
135
+ 0.0048053532268907215,
136
+ 0.06544014621848733,
137
+ 0.11003610159663865,
138
+ 0.04605257647058817,
139
+ 0.14969492016806743,
140
+ -0.012363702521008463,
141
+ -0.051404617310924446,
142
+ -0.01038593529411762,
143
+ -0.07927427529411762,
144
+ -0.04159334571428572,
145
+ 0.06169648184873948,
146
+ 0.11608897882352946,
147
+ 0.038903689075630285,
148
+ 0.1461880742857143,
149
+ -0.06708651966386553,
150
+ -0.11414608924369747,
151
+ -0.1295263958823529,
152
+ -0.03233595445378152,
153
+ -0.04501458058823521,
154
+ -0.000721831932773089,
155
+ -0.004400483109243784,
156
+ -0.12390628907563028,
157
+ -0.036873544537815106,
158
+ -0.0909845665546218,
159
+ -0.10444491176470592,
160
+ -0.09871166294117649,
161
+ 0.005718816974789886,
162
+ -0.036594511848739485,
163
+ -0.04913234621848742,
164
+ -0.08743706722689078,
165
+ -0.11513121176470595,
166
+ -0.08874053697478997,
167
+ -0.05336954033613433,
168
+ 0.082962791092437,
169
+ -0.021164454621848745,
170
+ -0.0932097171428572,
171
+ 0.014436121848739485,
172
+ -0.04426032336134451,
173
+ -0.1090511277310925,
174
+ 0.1449148087394958,
175
+ 0.1817663789915966,
176
+ 0.013956836806722718
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 1.0099114119845158,
182
+ 0.9348594846360825,
183
+ 0.9584972842977127,
184
+ 0.9640337720371549,
185
+ 0.2970971465206269,
186
+ 0.9902644318765941,
187
+ 0.9766608443635819,
188
+ 0.9277337303843832,
189
+ 1.0209147991357326,
190
+ 0.8462688910212999,
191
+ 0.937274236323561,
192
+ 0.9720030442747652,
193
+ 0.8629052767970179,
194
+ 1.0131630405366665,
195
+ 1.0235995127546023,
196
+ 0.9236691973697053,
197
+ 1.0455909357050364,
198
+ 1.035981564713016,
199
+ 0.99532697338212,
200
+ 0.9211771365528878,
201
+ 0.874501926986878,
202
+ 0.9704498314090642,
203
+ 0.891302047446978,
204
+ 0.9804149844573272,
205
+ 1.0041773279830728,
206
+ 1.002529298728106,
207
+ 1.0224471703080853,
208
+ 0.9244712375286949,
209
+ 0.9743559806263377,
210
+ 0.9887295244749511,
211
+ 0.9544273760411471,
212
+ 1.02985801200279,
213
+ 0.9474472095469905,
214
+ 0.9846549124544697,
215
+ 1.0482961086154436,
216
+ 1.055409389025073,
217
+ 1.0423422939087563,
218
+ 1.0253865871036294,
219
+ 1.0239668108505644,
220
+ 0.9972886803210333,
221
+ 0.9397442064430964,
222
+ 0.9896358956731565,
223
+ 0.8331728551459917,
224
+ 1.0002340413586819,
225
+ 1.026654843545489,
226
+ 0.9343094828155423,
227
+ 1.0805604708964744,
228
+ 1.016149424944211,
229
+ 0.9476470504397961,
230
+ 0.8577284376860824,
231
+ 0.920172262946738,
232
+ 1.0002820735413485,
233
+ 0.9664321885797094,
234
+ 1.019659024980453,
235
+ 1.0132206139363333,
236
+ 1.00472748039475,
237
+ 1.0024772758067237,
238
+ 0.9013838379335253,
239
+ 0.9715976585133171,
240
+ 0.9356214917883198,
241
+ 0.9726637625607683,
242
+ 1.00574462045675,
243
+ 0.9321535556262043,
244
+ 1.004591790870879,
245
+ 1.0091107376933197,
246
+ 1.0832569998991441,
247
+ 1.8163040204653527,
248
+ 0.9290261409599484,
249
+ 1.0054342451497356,
250
+ 0.9239187303729655,
251
+ 0.9412606308289463,
252
+ 0.9574057112375489,
253
+ 0.8857071278100311,
254
+ 1.0050826351619282,
255
+ 0.9471390167804283,
256
+ 1.0193559664076242,
257
+ 1.033149121132442,
258
+ 0.9758992146197891,
259
+ 0.9828293233847875,
260
+ 0.90614346312176,
261
+ 0.9387813930150655,
262
+ 0.9606369771060325,
263
+ 0.8549597722364108,
264
+ 0.9981213041653383,
265
+ 0.9677112371500205,
266
+ 0.9888508064525113,
267
+ 0.9412501606612704,
268
+ 0.9784409127120647,
269
+ 0.9536777420064435,
270
+ 1.0085901119483398,
271
+ 1.0060567404606122,
272
+ 1.05851562000323,
273
+ 0.9752413461311447,
274
+ 0.832810761621145,
275
+ 0.9562798547506608,
276
+ 0.9993771767194177,
277
+ 0.9838326504712223,
278
+ 1.0393844730608708,
279
+ 0.9854152300072946,
280
+ 0.9930779495430294,
281
+ 0.9453202880876939,
282
+ 1.0360449396357243,
283
+ 0.9713513980461649,
284
+ 0.9992332279693708,
285
+ 1.030407313898056,
286
+ 1.0076912122214956,
287
+ 1.0744880656744056,
288
+ 1.0277037793008523,
289
+ 0.9982104529316067,
290
+ 1.0186593720796726,
291
+ 0.9108463414168625,
292
+ 0.8553233102911179,
293
+ 0.9405777768078974,
294
+ 0.9494600014203208,
295
+ 0.9952734588081359,
296
+ 0.9638326137771844,
297
+ 0.9939522113357686,
298
+ 0.9987681660336664,
299
+ 1.0036155891840373,
300
+ 1.0182452713672059,
301
+ 0.9910446446968689,
302
+ 1.0210928396177827,
303
+ 1.014427730685323,
304
+ 1.0086920592279505,
305
+ 1.0093171765266578,
306
+ 0.9594492714523327,
307
+ 0.9056353320538072,
308
+ 0.9878559376915045,
309
+ 0.865650141810967,
310
+ 1.0394374951234533,
311
+ 0.9719119864007881,
312
+ 0.9799530665659871,
313
+ 0.9588363638135182,
314
+ 0.9822725442114135,
315
+ 0.9853299809008946,
316
+ 0.9191461281202059,
317
+ 1.0618195424162966,
318
+ 0.9695623887099393,
319
+ 0.9472161121894884,
320
+ 0.9054444134708255,
321
+ 0.8581249512539794,
322
+ 0.9983938325913907,
323
+ 0.9776524170683517,
324
+ 1.0043567453308122,
325
+ 1.0368357351214297,
326
+ 0.7773405936733125,
327
+ 0.9853354382623081,
328
+ 0.9079498191834765,
329
+ 0.9125689627310116,
330
+ 1.007586247217154,
331
+ 1.0299208957325752,
332
+ 0.9872806671843242,
333
+ 0.9852145677771802,
334
+ 0.961619761600875,
335
+ 1.0605262646288578,
336
+ 0.980777477262741,
337
+ 0.8407792662129906,
338
+ 0.9672088420960975,
339
+ 0.993154330767692,
340
+ 0.9994330628955878,
341
+ 0.9756248219133866,
342
+ 1.0207484353264802,
343
+ 0.8458747953216613,
344
+ 1.047455330809163,
345
+ 0.8596011234926225,
346
+ 0.9804108130279062
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.7259786128997803,
358
+ "72": 0.6868327260017395,
359
+ "108": 0.6298932433128357,
360
+ "255": 0.4661921560764313
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-1/fold_1/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 27,
3
+ "best_val_acc": 0.7926829268292683,
4
+ "test_acc": 0.7963636363636364,
5
+ "train_size": 119,
6
+ "val_size": 82,
7
+ "test_size": 275,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.024158311764705866,
12
+ 0.06841572537815128,
13
+ 0.07787132436974789,
14
+ 0.05814358991596639,
15
+ -0.0888491647058824,
16
+ 0.03483687310924371,
17
+ -0.08321678991596636,
18
+ 0.0172144136134454,
19
+ -0.07243344537815127,
20
+ 0.008146065798319318,
21
+ -0.016513243697478995,
22
+ -0.05358841159663873,
23
+ -0.11541696184873952,
24
+ -0.030794808823529415,
25
+ -0.023826682857142848,
26
+ 0.22576291260504208,
27
+ -0.07960640428571429,
28
+ 0.17796446697478982,
29
+ -0.10515495630252099,
30
+ -0.1766215479831932,
31
+ -0.021160134789915977,
32
+ -0.09120216806722693,
33
+ -0.08078450756302523,
34
+ 0.036557993277310914,
35
+ 0.07266807731092434,
36
+ -0.07452452100840339,
37
+ -0.09814859546218489,
38
+ 0.003981514285714288,
39
+ 0.06022833823529412,
40
+ 0.03180818907563029,
41
+ 0.12598115882352945,
42
+ -0.019460692436974722,
43
+ 0.005478542042016823,
44
+ 0.03584051008403359,
45
+ 0.02924001680672268,
46
+ 0.08767364537815124,
47
+ 0.028594260504201666,
48
+ -0.07716408655462187,
49
+ 0.056073705882352984,
50
+ -0.05639972268907562,
51
+ 0.0835798580672269,
52
+ 0.025938724369747895,
53
+ -0.10687808823529413,
54
+ -0.07300582436974785,
55
+ -0.056062168571428615,
56
+ 0.07744706722689071,
57
+ -0.11377087142857145,
58
+ 0.048533752268907604,
59
+ -0.08137850462184877,
60
+ -0.058378573949579855,
61
+ -0.028422560504201697,
62
+ -0.0789361680672269,
63
+ -0.08572274453781516,
64
+ 0.03500715462184874,
65
+ 0.09914903445378148,
66
+ -0.01241268218487394,
67
+ -0.09931365378151263,
68
+ -0.012532198319327783,
69
+ 0.059187288168067245,
70
+ 0.08141363613445372,
71
+ 0.08123671047058818,
72
+ 0.02099984705882357,
73
+ -0.061353805882352924,
74
+ 0.05045417815126048,
75
+ 0.003424229411764733,
76
+ 0.03549537599999996,
77
+ 0.10939142605042013,
78
+ 0.024103800252100897,
79
+ 0.09995052563025215,
80
+ 0.04793713714285712,
81
+ 0.08099445378151263,
82
+ 0.04342324285714288,
83
+ -0.04197519075630255,
84
+ -0.006363128907563019,
85
+ -0.04760110218487393,
86
+ 0.18736039663865556,
87
+ -0.06648005882352942,
88
+ 0.04628493109243699,
89
+ -0.08752957159663863,
90
+ -0.10092213726050421,
91
+ -0.04371235016806719,
92
+ -0.08629289915966386,
93
+ -0.061165748991596644,
94
+ 0.06382008823529413,
95
+ 0.08361947142857139,
96
+ -0.08537609243697473,
97
+ 0.011821439495798298,
98
+ 0.059812282521008404,
99
+ 0.07737757478991594,
100
+ 0.048898662184873966,
101
+ 0.05884979831932784,
102
+ 0.032120366386554605,
103
+ 0.049671467226890774,
104
+ 0.06206085193277312,
105
+ -0.06417456806722689,
106
+ 0.09108409243697482,
107
+ 0.013927862352941179,
108
+ -0.0819115100840336,
109
+ 0.06585645378151259,
110
+ -0.080924987394958,
111
+ 0.08453104543697479,
112
+ 0.03520098739495797,
113
+ -0.033171742605042,
114
+ -0.07644083142857143,
115
+ -0.07423916470588235,
116
+ 0.19354969352941173,
117
+ 0.07750047327731097,
118
+ 0.04090831848739493,
119
+ -0.009056908571428546,
120
+ -0.08928623369747901,
121
+ -0.1007881585714285,
122
+ -0.06398705378151263,
123
+ -0.08433044033613445,
124
+ -0.08870030352941174,
125
+ 0.009959691008403333,
126
+ -0.09990773865546218,
127
+ 0.05553736134453778,
128
+ -0.06597402521008403,
129
+ -0.09688954873949583,
130
+ -0.07634268067226894,
131
+ 0.04976200672268908,
132
+ 0.09565500000000006,
133
+ 0.04676366134453782,
134
+ 0.039169940336134454,
135
+ 0.01394140588235296,
136
+ 0.09173843613445375,
137
+ 0.04849337193277301,
138
+ 0.02735341008403359,
139
+ 0.0022560852100840245,
140
+ 0.017306670588235304,
141
+ -0.07432240336134455,
142
+ 0.018145999999999957,
143
+ 0.07377648403361345,
144
+ 0.03658892100840334,
145
+ 0.09466570336134442,
146
+ -0.01156839252100844,
147
+ -0.08601561932773116,
148
+ -0.023251629747899148,
149
+ -0.07814215966386556,
150
+ -0.05655879957983193,
151
+ -0.07487231655462186,
152
+ -0.05101524907563022,
153
+ -0.07532593025210085,
154
+ -0.08363757142857142,
155
+ 0.04670676983193278,
156
+ 0.01303225319327727,
157
+ 0.1082119579831933,
158
+ 0.058739847226890775,
159
+ 0.04739272436974786,
160
+ -0.08494485210084034,
161
+ -0.007814653361344537,
162
+ 0.03440219747899159,
163
+ 0.03682794453781517,
164
+ 0.019789025210084014,
165
+ -0.020285273949579827,
166
+ 0.01840798831932768,
167
+ 0.09117156386554631,
168
+ 0.09178180537815128,
169
+ 0.028927057983193283,
170
+ 0.039525619159663856,
171
+ 0.03801534126050421,
172
+ 0.05517624386554618,
173
+ 0.027384261176470626,
174
+ -0.06334286823529411,
175
+ -0.002208981512605072,
176
+ 0.04186990235294113
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 0.9547059509648184,
182
+ 0.9457416976985498,
183
+ 0.9671967001393593,
184
+ 1.0340808405040773,
185
+ 0.29867998736393586,
186
+ 0.9719739664896527,
187
+ 1.0223829819294672,
188
+ 0.9920370365260445,
189
+ 0.9938178926570024,
190
+ 1.0674678703036786,
191
+ 1.0536235501005935,
192
+ 0.9759681128010698,
193
+ 1.1933806341652835,
194
+ 1.0462009952757907,
195
+ 1.0396377705165756,
196
+ 1.2364398130013148,
197
+ 1.0297123743799923,
198
+ 1.0513930980262587,
199
+ 0.9790963258765985,
200
+ 1.0632151511993007,
201
+ 0.8881037178933221,
202
+ 0.997644465555213,
203
+ 0.9146456782945884,
204
+ 0.9986846418706715,
205
+ 1.028389228812699,
206
+ 1.0052304374745582,
207
+ 1.0570364058143467,
208
+ 1.1112265087401707,
209
+ 1.0072333277340315,
210
+ 0.9792224727759794,
211
+ 1.140107641685767,
212
+ 1.0319855071635557,
213
+ 1.012909596546793,
214
+ 1.0478738212633798,
215
+ 1.0393769664926573,
216
+ 1.040313487043468,
217
+ 1.0004874772542869,
218
+ 1.0065552249215965,
219
+ 0.9959877333213383,
220
+ 1.0314341517051941,
221
+ 0.9609827644603898,
222
+ 0.9407821598946572,
223
+ 1.1423539444973092,
224
+ 1.040681629733202,
225
+ 1.035405523493998,
226
+ 1.0348642291431813,
227
+ 0.9384238030240764,
228
+ 1.007329148159345,
229
+ 0.96532151079532,
230
+ 1.080102411960722,
231
+ 0.9189706961196683,
232
+ 0.9890328023534652,
233
+ 0.9970449665503818,
234
+ 1.0032947034394086,
235
+ 1.0232492622926868,
236
+ 0.9044539334562162,
237
+ 1.0428486576399463,
238
+ 0.9869742154628898,
239
+ 0.9627579193146311,
240
+ 1.0375988820208812,
241
+ 1.0442635152617854,
242
+ 0.9921480147512401,
243
+ 1.0172361211613725,
244
+ 0.9856162070884749,
245
+ 1.0071085351580469,
246
+ 1.004680228407639,
247
+ 1.0918099971010347,
248
+ 0.859818967469955,
249
+ 0.951570742602994,
250
+ 0.8998130747416146,
251
+ 0.9682740422741012,
252
+ 0.9513593820658351,
253
+ 1.0918457242129123,
254
+ 1.0306512739007234,
255
+ 1.1233409715843774,
256
+ 1.319054880300292,
257
+ 1.0190368042078375,
258
+ 1.0726089749646683,
259
+ 0.9780586022786055,
260
+ 1.0237281910570661,
261
+ 0.9302196391823201,
262
+ 1.0150095369233572,
263
+ 0.8567595112619277,
264
+ 1.0253125704582768,
265
+ 1.0329663588386147,
266
+ 1.0150497595004389,
267
+ 0.9645261987539875,
268
+ 0.9987452828678794,
269
+ 0.9996111734287946,
270
+ 0.9939296531881606,
271
+ 1.0641892502012626,
272
+ 1.0238265092687246,
273
+ 1.0399511925040086,
274
+ 1.0927394981630942,
275
+ 0.947573210798269,
276
+ 1.0191620496299643,
277
+ 0.9777226300254053,
278
+ 1.0076015412678785,
279
+ 0.9989352692153354,
280
+ 1.0456873119376142,
281
+ 0.9570466525951427,
282
+ 0.9629678052479418,
283
+ 1.0756215730851235,
284
+ 1.0393724244555782,
285
+ 1.0305172746367526,
286
+ 1.0836356914908913,
287
+ 1.0236898037082116,
288
+ 1.030964269392618,
289
+ 1.054840275031591,
290
+ 1.0178620591147387,
291
+ 1.006995468728297,
292
+ 0.8734971943634845,
293
+ 0.942877766385353,
294
+ 0.971630330747536,
295
+ 1.0292634993717256,
296
+ 1.116414229811486,
297
+ 1.0266501952515827,
298
+ 1.0364187186039386,
299
+ 1.0294974903053178,
300
+ 1.069916118390874,
301
+ 0.9920027928850452,
302
+ 1.0092646258306635,
303
+ 0.9981544780299838,
304
+ 0.9515782433268465,
305
+ 1.0464699288665589,
306
+ 1.0272730625017454,
307
+ 1.0548039781673533,
308
+ 0.983479378572509,
309
+ 1.135184518802563,
310
+ 1.0353433069590894,
311
+ 1.0020848418547366,
312
+ 1.0073768884693561,
313
+ 0.9727461694029419,
314
+ 0.9973821577284503,
315
+ 1.0529917786648204,
316
+ 0.8823455010261391,
317
+ 1.0295445080258667,
318
+ 0.906856533293073,
319
+ 0.9621107954508806,
320
+ 0.8425968192386732,
321
+ 0.8559038698220399,
322
+ 1.016468338504835,
323
+ 1.037043233806624,
324
+ 1.0173006551929522,
325
+ 1.0578471179473388,
326
+ 1.0163426747138629,
327
+ 1.1986785031894742,
328
+ 0.9143980309098125,
329
+ 0.9344978248549644,
330
+ 1.0421032838564122,
331
+ 0.9875543674864906,
332
+ 1.0306666337849881,
333
+ 1.0407485217723018,
334
+ 0.9295624550306794,
335
+ 1.0304280230394511,
336
+ 0.9628856470269781,
337
+ 1.122180757252087,
338
+ 1.1061285175248974,
339
+ 1.0018242894154332,
340
+ 0.9161538026866665,
341
+ 1.0210998734495285,
342
+ 0.9425158583796771,
343
+ 1.017252092911681,
344
+ 1.1339821301332038,
345
+ 0.9482657315372943,
346
+ 1.0539881791338177
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.7672727108001709,
358
+ "72": 0.7418181896209717,
359
+ "108": 0.7090908885002136,
360
+ "255": 0.5600000023841858
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-1/fold_2/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 28,
3
+ "best_val_acc": 0.9375,
4
+ "test_acc": 0.8976109215017065,
5
+ "train_size": 119,
6
+ "val_size": 64,
7
+ "test_size": 293,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.06318337899159665,
12
+ -0.01750837369747895,
13
+ 0.02927752857142856,
14
+ -0.008290130252100843,
15
+ 0.015662287394957966,
16
+ 0.02086558571428569,
17
+ -0.13928621848739492,
18
+ -0.07404167731092438,
19
+ -0.19213065546218494,
20
+ 0.1664315235294117,
21
+ -0.12294668319327731,
22
+ -0.1817351731092437,
23
+ 0.010112128235294188,
24
+ -0.10692336386554628,
25
+ -0.08861290806722695,
26
+ -0.06722896890756305,
27
+ -0.16965138907563024,
28
+ -0.08699059201680673,
29
+ -0.09990497731092438,
30
+ 0.025839068067226904,
31
+ -0.15816130924369745,
32
+ -0.17952358823529418,
33
+ -0.12498328067226894,
34
+ 0.15700955630252103,
35
+ 0.2047434554621848,
36
+ -0.12583588235294113,
37
+ -0.159380296302521,
38
+ -0.1583042731092438,
39
+ -0.017471884033613477,
40
+ 0.17150142016806721,
41
+ -0.013367896789915854,
42
+ 0.09515493319327734,
43
+ -0.1043621142773109,
44
+ 0.14587384495798317,
45
+ -0.12920535638655464,
46
+ 0.08664596507563023,
47
+ -0.11529433613445382,
48
+ -0.11128723529411766,
49
+ 0.1026118739495799,
50
+ -0.1288278638655462,
51
+ 0.03162067176470591,
52
+ 0.10926809579831938,
53
+ 0.10145011742857142,
54
+ -0.10089418487394954,
55
+ -0.16934925134453793,
56
+ -0.10035777899159666,
57
+ -0.0022220840336134593,
58
+ -0.14973477075630254,
59
+ -0.09981443655462183,
60
+ 0.13018069327731097,
61
+ -0.16896669495798325,
62
+ -0.19508748739495796,
63
+ -0.15524649243697483,
64
+ -0.11831341932773114,
65
+ 0.22480805714285726,
66
+ -0.04188063773109245,
67
+ -0.14299176722689078,
68
+ -0.09312031680672267,
69
+ -0.03409673368067225,
70
+ 0.21123602268907565,
71
+ -0.0823785142352941,
72
+ 0.09407231092436971,
73
+ -0.06044896050420165,
74
+ 0.12690943361344537,
75
+ -0.15432811176470584,
76
+ 0.11373846321008402,
77
+ -0.09197245798319335,
78
+ -0.036408632521008365,
79
+ 0.02736904537815129,
80
+ -0.07516609663865546,
81
+ 0.02726841428571433,
82
+ 0.11449725126050421,
83
+ -0.08324179865546223,
84
+ -0.1859713232773108,
85
+ -0.029114210756302543,
86
+ -0.04372340672268908,
87
+ -0.1676014957983193,
88
+ -0.09481104907563025,
89
+ -0.14518526134453774,
90
+ -0.14023717031932764,
91
+ -0.17883970840336139,
92
+ -0.15227219327731092,
93
+ -0.12688221596638652,
94
+ 0.17267242857142853,
95
+ 0.21734268907562995,
96
+ -0.13427643697478986,
97
+ -0.10342343025210089,
98
+ -0.08278381840336131,
99
+ 0.039320595126050406,
100
+ 0.12871404033613446,
101
+ 0.01710760588235305,
102
+ 0.1303802900840336,
103
+ -0.1259390416806723,
104
+ -0.02462903075630251,
105
+ -0.011597495798319335,
106
+ -0.02996593277310922,
107
+ -0.11406075697479011,
108
+ -0.15991802436974792,
109
+ 0.08011680672268909,
110
+ -0.13947732605042013,
111
+ 0.03274552773109243,
112
+ 0.12533725361344533,
113
+ -0.110098517394958,
114
+ -0.12202160000000008,
115
+ -0.11250578067226888,
116
+ -0.029730635546218537,
117
+ -0.06243363445378147,
118
+ -0.11122854033613447,
119
+ 0.0018548309243698465,
120
+ -0.16121145042016807,
121
+ -0.11309920420168079,
122
+ -0.1428132453781513,
123
+ -0.16323598739495804,
124
+ -0.1605866899159664,
125
+ 0.2219443926890757,
126
+ 0.08728584873949588,
127
+ 0.18907824873949586,
128
+ -0.14974748739495788,
129
+ -0.15023559243697474,
130
+ -0.18183265630252093,
131
+ 0.18517070504201683,
132
+ 0.16599662184873953,
133
+ 0.14711887731092438,
134
+ -0.05699850756302512,
135
+ 0.04790072465546219,
136
+ -0.009070256302521026,
137
+ 0.17716400000000004,
138
+ 0.16732338571428573,
139
+ 0.08124960588235282,
140
+ -0.14709592941176478,
141
+ 0.0369225247058823,
142
+ -0.017422470588235324,
143
+ -0.1504932868067227,
144
+ -0.19206401436974793,
145
+ -0.11275016705882353,
146
+ 0.00605314857142857,
147
+ -0.1441573467226891,
148
+ 0.07815059025210083,
149
+ -0.13342117983193286,
150
+ -0.0817532226890756,
151
+ -0.09976520789915962,
152
+ -0.10781365663865544,
153
+ -0.14120095630252097,
154
+ -0.14986163865546215,
155
+ 0.20239748411764702,
156
+ -0.07042730252100846,
157
+ -0.02724144705882351,
158
+ -0.08136119201680665,
159
+ -0.08620197731092435,
160
+ -0.144991794117647,
161
+ -0.11356651411764705,
162
+ -0.13158160840336128,
163
+ -0.10353579159663868,
164
+ 0.15731504201680674,
165
+ 0.12369566218487399,
166
+ 0.14793098151260503,
167
+ -0.10683907815126047,
168
+ 0.04158667731092437,
169
+ 0.08902219327731095,
170
+ 0.11460572504201683,
171
+ 0.06525115428571429,
172
+ 0.08792362386554624,
173
+ 0.06720011109243695,
174
+ 0.11343997344537818,
175
+ -0.046682014285714286,
176
+ 0.08234472924369746
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 0.9926193696304842,
182
+ 0.982041564897434,
183
+ 0.9788587860924499,
184
+ 1.0481325530599315,
185
+ 1.1497163338460719,
186
+ 0.9036763603503252,
187
+ 1.0073501012902193,
188
+ 1.0681136353666913,
189
+ 0.957911230073424,
190
+ 1.0517887344491312,
191
+ 1.037533414748361,
192
+ 1.0316333625809162,
193
+ 0.988344377792284,
194
+ 1.0327635738369823,
195
+ 1.0645913439075099,
196
+ 0.8772045443763791,
197
+ 1.0038093734493303,
198
+ 1.078088978405565,
199
+ 1.016038289193935,
200
+ 1.1038191425269852,
201
+ 1.0415694714449408,
202
+ 0.9494193094640091,
203
+ 0.9951683699303016,
204
+ 1.0484760713821966,
205
+ 1.0292290388549856,
206
+ 1.0046238226745023,
207
+ 1.0231894041917298,
208
+ 0.8722526507660389,
209
+ 0.9637053912866876,
210
+ 1.0443111125853262,
211
+ 0.9779088621252243,
212
+ 1.0200265098256789,
213
+ 1.04982753768682,
214
+ 1.0411057141110271,
215
+ 0.9917883582877046,
216
+ 1.0640907950667935,
217
+ 0.9109416890609948,
218
+ 1.014778603352571,
219
+ 1.012407645947388,
220
+ 1.0130519839966745,
221
+ 0.9833348170290883,
222
+ 1.0054412900355405,
223
+ 1.002550053092507,
224
+ 1.040884298794981,
225
+ 1.0022037130564367,
226
+ 1.0045856731019926,
227
+ 1.0338791557822133,
228
+ 1.0330533263056556,
229
+ 1.0342555211980782,
230
+ 1.0856777292343813,
231
+ 1.0480432440305076,
232
+ 0.9406979132818648,
233
+ 0.9525414189459014,
234
+ 1.0458734546424882,
235
+ 1.0040929970983012,
236
+ 1.0908338035551266,
237
+ 1.0204411854890103,
238
+ 0.9393304179799824,
239
+ 0.8845216239422083,
240
+ 1.0634312588079848,
241
+ 0.9761643177227193,
242
+ 0.9998814706721766,
243
+ 1.0943099390691056,
244
+ 1.0203591751451435,
245
+ 1.0002264397589242,
246
+ 1.0452620025255572,
247
+ 0.21243774403030324,
248
+ 0.9825487629977677,
249
+ 0.9989470256653102,
250
+ 0.9776195550802724,
251
+ 0.9881921942536106,
252
+ 0.9692812223632913,
253
+ 1.0114103879358118,
254
+ 1.0176471463203618,
255
+ 1.0985968046879107,
256
+ 0.9011071747489188,
257
+ 0.9852820686558261,
258
+ 1.0409724045164395,
259
+ 1.0226853862781786,
260
+ 1.0523503465387045,
261
+ 0.9984890729247287,
262
+ 0.9865085860689214,
263
+ 1.0253383015650288,
264
+ 0.9842190050210698,
265
+ 1.0482657857074558,
266
+ 1.0036930615027435,
267
+ 1.0023674926749344,
268
+ 0.9730180833171876,
269
+ 1.0498568728572968,
270
+ 1.013227026732738,
271
+ 1.0681306059244247,
272
+ 1.0419005594011688,
273
+ 1.0023012201703372,
274
+ 1.0090606387751904,
275
+ 1.0008208481733105,
276
+ 1.0237634624186749,
277
+ 0.9344050493529626,
278
+ 0.9799269064690889,
279
+ 0.9917577807573584,
280
+ 1.0154669742852132,
281
+ 0.9626828180326641,
282
+ 0.9488893200381362,
283
+ 1.0680204623811373,
284
+ 1.0577745418633626,
285
+ 1.0312684087947,
286
+ 1.034145517451026,
287
+ 0.9555340495289785,
288
+ 1.038495245556023,
289
+ 1.124990782413921,
290
+ 0.9969234745383295,
291
+ 1.0341464668845146,
292
+ 1.0190464402227772,
293
+ 0.9844502112008426,
294
+ 0.9638979266497083,
295
+ 1.0560016403249661,
296
+ 1.0338565548525813,
297
+ 1.0195784734669,
298
+ 1.0452959798033794,
299
+ 1.0300936651868722,
300
+ 1.0079193145701346,
301
+ 1.0358505453672258,
302
+ 0.9983519055294932,
303
+ 0.9782721184706487,
304
+ 1.017214512787047,
305
+ 1.0461193963805977,
306
+ 1.0786507849769222,
307
+ 1.0600256230229115,
308
+ 1.0549246896740905,
309
+ 1.0202597947720748,
310
+ 1.0047933682967538,
311
+ 1.046133607275955,
312
+ 0.9767724487049283,
313
+ 1.065119568533619,
314
+ 1.0493844633618457,
315
+ 1.0486183588403433,
316
+ 1.0360634805883144,
317
+ 1.0211356178592574,
318
+ 1.116516917576279,
319
+ 0.9684635542928414,
320
+ 1.0485198907974274,
321
+ 1.0097174728071363,
322
+ 1.0200358029187542,
323
+ 1.0093169179506543,
324
+ 0.9954927763696803,
325
+ 1.9163314627641592,
326
+ 0.7748234776717885,
327
+ 0.8330323640536798,
328
+ 0.9972784153379518,
329
+ 1.014123873707783,
330
+ 1.0176782914003792,
331
+ 0.9696823644591901,
332
+ 1.0083943170146934,
333
+ 1.016776019144507,
334
+ 0.9587407406311098,
335
+ 0.9964839901207664,
336
+ 0.9516493424090011,
337
+ 0.7372865758169305,
338
+ 0.9783224584281585,
339
+ 0.9967116551381188,
340
+ 1.0058189487431421,
341
+ 0.9864991950017903,
342
+ 0.9736185085647364,
343
+ 0.9649805689555828,
344
+ 0.7965445354430392,
345
+ 1.012032729083389,
346
+ 1.009115061348346
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.8668941855430603,
358
+ "72": 0.8156996369361877,
359
+ "108": 0.7576791644096375,
360
+ "255": 0.5255972743034363
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-1/fold_3/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 22,
3
+ "best_val_acc": 0.7916666666666666,
4
+ "test_acc": 0.8210526315789474,
5
+ "train_size": 119,
6
+ "val_size": 72,
7
+ "test_size": 285,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.08827094453781521,
12
+ 0.052429700924369736,
13
+ -0.00036463781512605076,
14
+ -0.12936181092436974,
15
+ 0.24400667394957987,
16
+ 0.06789304621848738,
17
+ -0.14386008655462185,
18
+ -0.16341241647058824,
19
+ -0.09119049579831934,
20
+ 0.08688295487394951,
21
+ -0.010142181512605056,
22
+ -0.07992688621848743,
23
+ 0.07515934235294126,
24
+ -0.043617603697479,
25
+ -0.0595251351260505,
26
+ -0.00513104201680665,
27
+ -0.10509469159663867,
28
+ -0.12206933151260506,
29
+ -0.10814025714285717,
30
+ -0.12779779672268907,
31
+ -0.10893169613445379,
32
+ -0.08832163865546222,
33
+ -0.0816827924369748,
34
+ 0.09850233697478993,
35
+ 0.05851083949579831,
36
+ -0.1641787092436975,
37
+ -0.16092729126050428,
38
+ -0.1280319789915966,
39
+ -0.08851597478991598,
40
+ 0.07951196302521006,
41
+ 0.08349220993277319,
42
+ 0.005591952100840379,
43
+ 0.03787954203361344,
44
+ 0.10143728361344516,
45
+ -0.10608766731092427,
46
+ 0.14584866675630268,
47
+ 0.012883600840336178,
48
+ -0.16592546050420165,
49
+ 0.09759672268907567,
50
+ -0.19044940252100842,
51
+ 0.033699108991596664,
52
+ 0.11165795798319325,
53
+ 0.09412673485714296,
54
+ -0.05305871764705887,
55
+ -0.05172935680672275,
56
+ 0.012541703843697427,
57
+ -0.01198715798319332,
58
+ -0.18350753075630258,
59
+ -0.11316068361344542,
60
+ 0.01317001420168068,
61
+ -0.09100677478991598,
62
+ -0.07560952100840335,
63
+ -0.08295605882352938,
64
+ -0.11658848504201687,
65
+ -0.0018185008403361622,
66
+ -0.2458672547058823,
67
+ -0.1656989243697479,
68
+ -0.07704509663865547,
69
+ 0.036561694117647064,
70
+ 0.09020285378151255,
71
+ -0.03517201448739494,
72
+ 0.05582876890756301,
73
+ 0.009798390756302568,
74
+ 0.09632748058823527,
75
+ -0.07761458739495794,
76
+ 0.11183031848739493,
77
+ -0.036579986554621885,
78
+ -0.1263089718487395,
79
+ 0.11839747605042025,
80
+ -0.12111019226890757,
81
+ 0.02024199159663867,
82
+ 0.11024838487394956,
83
+ 0.04454762537815129,
84
+ -0.04300331764705883,
85
+ -0.03712093210084034,
86
+ 0.015276773109243746,
87
+ -0.10326505882352946,
88
+ -0.07333125647058819,
89
+ -0.08882397941176472,
90
+ -0.12382232100840335,
91
+ -0.08881872605042021,
92
+ -0.12030378151260503,
93
+ -0.09926218848739496,
94
+ -0.10734386974789903,
95
+ 0.06343325798319317,
96
+ -0.13570989327731095,
97
+ -0.04595993361344538,
98
+ -0.2624038873109244,
99
+ -0.16767311747899152,
100
+ 0.09202781512605042,
101
+ 0.08289800840336134,
102
+ 0.09075038487394953,
103
+ -0.06000971176470589,
104
+ 0.14886200151260504,
105
+ -0.07113343193277308,
106
+ 0.10141161344537818,
107
+ 0.010751606722689067,
108
+ -0.10513173865546219,
109
+ 0.04550339495798316,
110
+ -0.17243847226890754,
111
+ 0.046450748739495784,
112
+ 0.152537722184874,
113
+ -0.04370105689075634,
114
+ -0.0473904394957983,
115
+ -0.05494940756302522,
116
+ -0.07405113613445377,
117
+ -0.03986815983193283,
118
+ -0.20286767310924372,
119
+ -0.06405264798319323,
120
+ -0.0780125884033613,
121
+ -0.13415427676470587,
122
+ -0.08062178285714292,
123
+ -0.06563321680672268,
124
+ -0.062234380672268885,
125
+ 0.019833384033613455,
126
+ -0.030907690756302526,
127
+ 0.05372328235294116,
128
+ -0.1764853655462185,
129
+ -0.15975390168067233,
130
+ -0.13166282773109242,
131
+ 0.07275436470588237,
132
+ 0.05660831008403364,
133
+ 0.08542897647058818,
134
+ 0.12639466974789917,
135
+ 0.007908259394958005,
136
+ 0.10586099915966378,
137
+ 0.11454698386554625,
138
+ 0.09212199915966388,
139
+ 0.14067056840336137,
140
+ -0.0895770168067228,
141
+ -0.08912285042016815,
142
+ -0.05617147647058823,
143
+ -0.14716913361344536,
144
+ -0.079183261092437,
145
+ -0.05918893747899158,
146
+ -0.07452321445378149,
147
+ -0.15886370840336134,
148
+ 0.01905404537815125,
149
+ -0.10519994621848744,
150
+ -0.17713219344537812,
151
+ -0.11923718403361346,
152
+ -0.18296511042016797,
153
+ -0.16212627722689074,
154
+ -0.13948604201680673,
155
+ 0.10796782184873933,
156
+ 0.042607534453781536,
157
+ -0.20062171932773104,
158
+ -0.07986152588235298,
159
+ -0.048355900000000014,
160
+ -0.1863898361344538,
161
+ -0.0708105474789915,
162
+ -0.10174562865546222,
163
+ -0.09230160840336135,
164
+ 0.1088111268907563,
165
+ 0.036985360504201724,
166
+ 0.0905234268907563,
167
+ -0.0005666193277310296,
168
+ 0.13550344991596625,
169
+ 0.07032440672268905,
170
+ 0.12498390974789911,
171
+ 0.11443038134453778,
172
+ 0.17218037596638658,
173
+ 0.12188053815126057,
174
+ -0.04917931680672268,
175
+ -0.10940718739495801,
176
+ 0.018918798487394944
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 1.2133217476808096,
182
+ 0.9652578226642976,
183
+ 0.9562814291999604,
184
+ 0.9966056010399577,
185
+ 1.8946268220275222,
186
+ 0.9886790713878757,
187
+ 1.0097226863252031,
188
+ 1.0867582795960857,
189
+ 1.0417589224997932,
190
+ 1.050242189139985,
191
+ 1.0667010091805855,
192
+ 1.0548795344041055,
193
+ 1.1190749488928982,
194
+ 1.0572465763203538,
195
+ 1.0230162584277593,
196
+ 1.0209072269541954,
197
+ 1.0668654357533103,
198
+ 1.0443336788426352,
199
+ 0.990874576128837,
200
+ 1.120212168053591,
201
+ 1.059400368391213,
202
+ 1.0526573622956357,
203
+ 1.1038394597149008,
204
+ 1.0008841743240904,
205
+ 0.9680575174660357,
206
+ 1.0707994377159522,
207
+ 1.1140756914259644,
208
+ 0.950461759055246,
209
+ 0.9718974872556142,
210
+ 0.9735586441221257,
211
+ 1.1567408121073435,
212
+ 1.0232943304431714,
213
+ 0.9691590839674367,
214
+ 1.0073028282577203,
215
+ 0.9940009027248206,
216
+ 1.1435157497277848,
217
+ 0.9996235910991119,
218
+ 1.0269563434750735,
219
+ 1.008201967276556,
220
+ 1.0550683905227118,
221
+ 0.9586071450202497,
222
+ 0.9837557247029177,
223
+ 1.0965052578037058,
224
+ 1.0450206753864866,
225
+ 1.0490515247311962,
226
+ 1.0695381870608307,
227
+ 1.038128056317601,
228
+ 1.0253465437388283,
229
+ 1.0120829704198246,
230
+ 1.0886821528839274,
231
+ 1.044134767295889,
232
+ 1.057010495053697,
233
+ 1.099547175101147,
234
+ 1.0777320456504151,
235
+ 0.9823934587662047,
236
+ 1.1421985287771175,
237
+ 1.0422574316080255,
238
+ 0.9551778546027428,
239
+ 0.956249353115088,
240
+ 0.9834601472281421,
241
+ 1.029947583292353,
242
+ 0.9913988001063331,
243
+ 1.0982033505572715,
244
+ 0.9681930495112483,
245
+ 1.0408755740827247,
246
+ 1.2253039493523459,
247
+ 0.567158136783271,
248
+ 0.9085815833042423,
249
+ 1.0299220239151927,
250
+ 0.9456963821833498,
251
+ 0.9732983818929857,
252
+ 1.0442991792113836,
253
+ 1.04539232954153,
254
+ 1.0732878711261946,
255
+ 1.1008086762685154,
256
+ 1.0285808932813831,
257
+ 1.0337505005392162,
258
+ 1.0564580683518567,
259
+ 1.009641905396013,
260
+ 1.0305981372553041,
261
+ 1.0664271922774013,
262
+ 1.0216625020139711,
263
+ 1.0388018156059555,
264
+ 0.9586012537860019,
265
+ 0.9557594962481459,
266
+ 1.0302377619239333,
267
+ 0.9961613435881551,
268
+ 0.9016777854545155,
269
+ 0.9406896531612865,
270
+ 0.9812838480496827,
271
+ 1.0699842326852145,
272
+ 1.0186354962550983,
273
+ 1.035027201513659,
274
+ 1.0841073584834067,
275
+ 1.0303881720252803,
276
+ 1.0570748314290839,
277
+ 1.02985434388838,
278
+ 1.0364309671151335,
279
+ 1.0005332938619562,
280
+ 1.025577023774322,
281
+ 0.9464780143821591,
282
+ 1.0208419763094765,
283
+ 1.0617116423350834,
284
+ 1.0293973942652435,
285
+ 1.0261666434965675,
286
+ 0.9851421752157683,
287
+ 0.9857629751068895,
288
+ 1.0385946163975952,
289
+ 1.0559440697914113,
290
+ 1.016524220581366,
291
+ 1.0027196694275118,
292
+ 1.0834757121421426,
293
+ 1.0779633843014398,
294
+ 1.0946447748718007,
295
+ 0.9723982390487668,
296
+ 1.2023645479315772,
297
+ 0.9602099447193709,
298
+ 1.0179074417662215,
299
+ 1.0352139390132336,
300
+ 1.0786183250373933,
301
+ 0.9804549368975595,
302
+ 0.9682741396185083,
303
+ 0.9768312285612,
304
+ 0.964630802629325,
305
+ 1.0207703099984005,
306
+ 1.0415806373869094,
307
+ 1.0550470699342684,
308
+ 0.9675481149164916,
309
+ 1.1420215446420958,
310
+ 1.0174455574052221,
311
+ 1.083572189658775,
312
+ 0.9761057784836439,
313
+ 1.0143463201882303,
314
+ 1.0941768766737126,
315
+ 1.0832459833284696,
316
+ 0.9500313582926581,
317
+ 1.065039580804888,
318
+ 1.0125276884653949,
319
+ 1.1411154537895276,
320
+ 1.1272755315245084,
321
+ 1.050528247361956,
322
+ 1.028501993348714,
323
+ 1.006157366499387,
324
+ 1.012150424187772,
325
+ 1.6375220163439004,
326
+ 1.093707575936411,
327
+ 0.6658659113952596,
328
+ 0.988960241303364,
329
+ 1.0068392081134723,
330
+ 1.09304691782344,
331
+ 0.9750885920735577,
332
+ 1.0310739633166615,
333
+ 1.0173047096798833,
334
+ 0.9764442487893782,
335
+ 1.0396515626155156,
336
+ 0.9538418857070222,
337
+ 0.9651813087072169,
338
+ 1.0912789245984904,
339
+ 0.9909731053384292,
340
+ 0.9928942678288627,
341
+ 1.0260651993226064,
342
+ 1.0689401877661775,
343
+ 1.1776513152500432,
344
+ 1.2958224260799447,
345
+ 1.1488774292810453,
346
+ 1.0222715473882593
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.796491265296936,
358
+ "72": 0.7438596487045288,
359
+ "108": 0.7017543911933899,
360
+ "255": 0.4807017743587494
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-2/fold_0/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 37,
3
+ "best_val_acc": 0.9705573080967402,
4
+ "test_acc": 0.9657328664332167,
5
+ "train_size": 1649,
6
+ "val_size": 951,
7
+ "test_size": 3998,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.012168368132202085,
12
+ 0.02341837027895701,
13
+ 0.020700292359005428,
14
+ -0.02209387503335347,
15
+ -0.0020560481746509213,
16
+ 0.07922314560339604,
17
+ -0.027858995163129237,
18
+ 0.00514897956337172,
19
+ -0.025443598241358795,
20
+ -0.012925350424499825,
21
+ -0.009110814602789298,
22
+ -0.017373151864160538,
23
+ -0.040321679138872364,
24
+ 0.007127460606428197,
25
+ -0.012625362098240398,
26
+ -0.02746496821710099,
27
+ -0.023977028114008505,
28
+ -0.0128747651546395,
29
+ -0.006377627871436776,
30
+ -0.011840867556093787,
31
+ -0.035358124244997124,
32
+ -0.02599307175864223,
33
+ -0.018361714281382703,
34
+ 0.011001715591267355,
35
+ 0.027934514554275192,
36
+ -0.011575247507581028,
37
+ -0.007172763747725843,
38
+ 0.0027959981928443083,
39
+ 0.042997548386901153,
40
+ 0.023930509799878933,
41
+ -0.01096750604002399,
42
+ 0.010412050727713567,
43
+ -0.006464042322619719,
44
+ 0.029377336149787842,
45
+ -0.02244467216494814,
46
+ 0.0317711095209218,
47
+ 0.03187295605821503,
48
+ -0.0026378569678593704,
49
+ 0.020977830206185225,
50
+ -0.0036226940509401454,
51
+ 0.021893817113401794,
52
+ -0.0009828729290479623,
53
+ -0.029076973559733193,
54
+ 0.0033704940994537243,
55
+ 0.004985980127349881,
56
+ -0.010993449878715093,
57
+ -0.012518613050333069,
58
+ -0.027202663074590454,
59
+ -0.0010676262219536442,
60
+ -0.01585898565524571,
61
+ -0.03181626658580958,
62
+ -0.02924936503335347,
63
+ -0.02763026403881141,
64
+ 0.008494404038809971,
65
+ 0.04722333969678628,
66
+ 0.0229503257368101,
67
+ -0.018894740873256474,
68
+ 0.01871618680412386,
69
+ 0.06477876221952691,
70
+ 0.008558880157671074,
71
+ -0.031547880798059424,
72
+ 0.008203403517283188,
73
+ -0.000289734602789409,
74
+ 0.03673335621588857,
75
+ 0.013091789630078789,
76
+ 0.02911800007883555,
77
+ 0.01277751763492998,
78
+ 0.008987795275924537,
79
+ 0.008712649326864512,
80
+ 0.01420030491813175,
81
+ 0.025488006731351723,
82
+ 0.021362418544572378,
83
+ -0.015943126046088506,
84
+ -0.0005885549181321762,
85
+ -0.03791631068526347,
86
+ -0.015693888781078937,
87
+ -0.023804016494845228,
88
+ 0.004294386876894847,
89
+ -0.01157729425712512,
90
+ -0.01509732865979494,
91
+ -0.031328824038811424,
92
+ -0.025596520897513814,
93
+ -0.03243116698605216,
94
+ -0.02051309634930244,
95
+ 0.012494524863553975,
96
+ -0.025342257265009032,
97
+ 0.014463499423893529,
98
+ 0.03412406198301991,
99
+ 0.0033505793298965916,
100
+ 0.042880541425106077,
101
+ 0.007444614442691303,
102
+ 0.019256483653728926,
103
+ -0.015653737174045033,
104
+ 0.0006856575657974568,
105
+ 0.02221309022437888,
106
+ 0.018454490527591967,
107
+ 0.05848207186500957,
108
+ -0.019929462886597988,
109
+ 0.01588340198908411,
110
+ -0.016667239181321875,
111
+ 0.018337170509399668,
112
+ 0.005482837640995143,
113
+ -0.02818863503335347,
114
+ -0.010530225324440038,
115
+ 0.000394534081261926,
116
+ 0.0006825949909036677,
117
+ -0.004826858508186781,
118
+ -0.020504588665858026,
119
+ -0.02142568289266422,
120
+ -0.0011396426318975351,
121
+ -0.01590721860521369,
122
+ -0.030444407580351825,
123
+ -0.031948866100667064,
124
+ -0.030496640163735603,
125
+ 0.012254034827167781,
126
+ 0.012930004990903523,
127
+ 0.02322402771376609,
128
+ -0.008586242510612324,
129
+ -0.0197745485567008,
130
+ -0.007942196488781021,
131
+ 0.025542949909036442,
132
+ 0.05293685342025502,
133
+ 0.05262248675560933,
134
+ -0.029827094505761254,
135
+ 0.010104120921770921,
136
+ 0.0022028918981197103,
137
+ 0.0016149754275316386,
138
+ 0.023351566525166744,
139
+ -0.002819539854457228,
140
+ -0.002041346402668358,
141
+ 0.01823543717404487,
142
+ 0.013049118435415728,
143
+ -0.030092134930260864,
144
+ -0.014618941146149471,
145
+ 0.005299833020012497,
146
+ 0.015546710539720895,
147
+ -0.00942926343238306,
148
+ 0.015492048283808455,
149
+ -0.011970772437841034,
150
+ 0.009756993417829036,
151
+ -0.019888988114008455,
152
+ -0.0011420646452394534,
153
+ -0.015025678132201254,
154
+ -0.013745059496664378,
155
+ 0.015459569375378677,
156
+ -0.010210574627045487,
157
+ 0.021245265463917546,
158
+ 0.022011781334142992,
159
+ 0.02073261820497242,
160
+ -0.005542739993935386,
161
+ -0.019565093746513107,
162
+ 0.00036582510612481067,
163
+ -0.0189964784718008,
164
+ 0.019598904063068558,
165
+ -0.00026563279563400293,
166
+ 0.01771834469981801,
167
+ 0.01626723617465116,
168
+ 0.01942332519102481,
169
+ 0.031801142498483904,
170
+ 0.018783376682838318,
171
+ -0.004773656567616662,
172
+ -0.00011846311400895201,
173
+ 0.01336986795633728,
174
+ -0.03590764133414193,
175
+ -0.03136190026682869,
176
+ 0.019380970218314118
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 1.0328022523113283,
182
+ 1.0034675961418653,
183
+ 1.004502178141599,
184
+ 0.9908819725941522,
185
+ 0.9900285779624574,
186
+ 0.9922869983839483,
187
+ 0.9940251383226943,
188
+ 1.0023957894105795,
189
+ 1.0001232563862132,
190
+ 0.9694534261265297,
191
+ 0.9909609551728282,
192
+ 1.0245658684959877,
193
+ 0.9889385630503745,
194
+ 1.02018833549602,
195
+ 1.0099637621111557,
196
+ 0.9533954360905958,
197
+ 0.9939413086518578,
198
+ 0.9495206701070115,
199
+ 1.0240125891607361,
200
+ 1.0103444615034631,
201
+ 0.9946476273612365,
202
+ 0.991342725906765,
203
+ 0.9858149199320863,
204
+ 1.0014711063260942,
205
+ 1.004472195320524,
206
+ 0.9889795116240089,
207
+ 1.000004391730708,
208
+ 1.0058601968014709,
209
+ 1.0343528189495148,
210
+ 0.9919047582182774,
211
+ 0.9696485736175491,
212
+ 0.9924140896524998,
213
+ 1.0155430689993945,
214
+ 0.9932553050087483,
215
+ 0.9699258360928635,
216
+ 1.0042970460912612,
217
+ 1.0197195605157803,
218
+ 1.001155677587926,
219
+ 1.0168152275345068,
220
+ 0.9990466599977574,
221
+ 1.0098411842715662,
222
+ 0.9846055078437203,
223
+ 0.9754412310974523,
224
+ 1.0070038006714206,
225
+ 1.0276809963147806,
226
+ 0.9906853395114988,
227
+ 0.9868894780685001,
228
+ 0.9900119186756405,
229
+ 1.0256770060540596,
230
+ 0.9757901727181725,
231
+ 1.00918520579672,
232
+ 0.9930883762442995,
233
+ 0.9893732161976826,
234
+ 1.0067582306865286,
235
+ 0.9812661122355284,
236
+ 0.9974102126361273,
237
+ 0.9972736641033295,
238
+ 1.0121917462070245,
239
+ 1.0227697257558075,
240
+ 0.9856449287075832,
241
+ 0.9902863042093888,
242
+ 0.9959939826856674,
243
+ 1.0367568153718374,
244
+ 0.9863881182581064,
245
+ 1.0128392086861082,
246
+ 1.0221798349905806,
247
+ 1.0363645719704848,
248
+ 0.9908253070164581,
249
+ 1.0128010969900354,
250
+ 0.988603956830815,
251
+ 1.0081799316492677,
252
+ 1.0108771107458496,
253
+ 0.9832967493585726,
254
+ 1.029163070750164,
255
+ 0.9916679017275597,
256
+ 0.962685533931823,
257
+ 1.0027583300444822,
258
+ 1.0001938412765523,
259
+ 1.0209787004269553,
260
+ 0.9973662987453862,
261
+ 1.0061352847046312,
262
+ 0.9919410755542308,
263
+ 0.9846501403948491,
264
+ 0.9899263174260658,
265
+ 0.9845864971582349,
266
+ 0.9930689102842462,
267
+ 1.0135506035486388,
268
+ 1.0043926518503545,
269
+ 1.0162976879588899,
270
+ 0.9792327605267319,
271
+ 1.006235132130296,
272
+ 1.0118863144201946,
273
+ 1.00544671112892,
274
+ 1.0039248549576703,
275
+ 1.0350589137732202,
276
+ 0.9995022597709913,
277
+ 1.0159841525314124,
278
+ 1.0003354265534572,
279
+ 1.0084463468690352,
280
+ 0.9985081538974993,
281
+ 1.0110839895364512,
282
+ 1.0013381576463882,
283
+ 0.9912876803786089,
284
+ 0.997289736689443,
285
+ 1.017350271822531,
286
+ 0.9797570549225073,
287
+ 1.0043565268096553,
288
+ 0.9872978856195639,
289
+ 1.0033468182033753,
290
+ 1.0218062902654916,
291
+ 1.0014959384493556,
292
+ 0.9888739832615349,
293
+ 1.0004143322752173,
294
+ 0.9931349078768341,
295
+ 0.9800306535559788,
296
+ 0.9957636890082171,
297
+ 1.0002904102651144,
298
+ 0.9887217530179371,
299
+ 0.9945292914948252,
300
+ 1.004902891466416,
301
+ 0.9962003472957158,
302
+ 0.9934257069186699,
303
+ 0.9799059188184409,
304
+ 0.9949621520724802,
305
+ 1.0029037698373038,
306
+ 1.0036871512403356,
307
+ 0.9897720620258614,
308
+ 0.9871702045154062,
309
+ 1.011521199823348,
310
+ 0.9941843616678862,
311
+ 1.0247569886394758,
312
+ 0.9988084298059352,
313
+ 0.9881291924468982,
314
+ 1.0179947532533584,
315
+ 1.0106341537352928,
316
+ 0.9919181897045649,
317
+ 1.0028443160348683,
318
+ 1.0061816857351074,
319
+ 0.9845932235691414,
320
+ 0.9825632133654874,
321
+ 0.9783171138085085,
322
+ 0.9969834535825824,
323
+ 1.0007811859343756,
324
+ 1.0019656189691033,
325
+ 1.0503484122189095,
326
+ 0.9753504608707252,
327
+ 1.0373469598286436,
328
+ 0.9949630633139451,
329
+ 1.0059234160225077,
330
+ 0.9993867259561041,
331
+ 0.9736626903578918,
332
+ 1.003303340408411,
333
+ 0.9938479422620685,
334
+ 0.9997621940680084,
335
+ 0.9893549017338009,
336
+ 0.9921437872926778,
337
+ 1.0351189228816489,
338
+ 0.9982053116677407,
339
+ 1.0049035777011361,
340
+ 1.007943748077122,
341
+ 0.987183747951824,
342
+ 0.9954065358497123,
343
+ 0.9844630756889735,
344
+ 0.9195912077534116,
345
+ 1.0102406845364933,
346
+ 0.9709132374569961
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.9574787616729736,
358
+ "72": 0.9462231397628784,
359
+ "108": 0.9312156438827515,
360
+ "255": 0.8439220190048218
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-2/fold_1/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 36,
3
+ "best_val_acc": 0.9698149951314509,
4
+ "test_acc": 0.9637939826619072,
5
+ "train_size": 1649,
6
+ "val_size": 1027,
7
+ "test_size": 3922,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.0022033838386908973,
12
+ 0.06625603036992117,
13
+ 0.04649901939357201,
14
+ 0.0004913727592479633,
15
+ -0.007424528047300943,
16
+ 0.029222694481503848,
17
+ -0.02871623684293518,
18
+ -0.01058671273499129,
19
+ -0.02433525755609501,
20
+ 0.004942196840509272,
21
+ -0.015235754990903076,
22
+ -0.012600504249242172,
23
+ -0.02657332941176486,
24
+ -0.01012015760339567,
25
+ -0.018367278909944645,
26
+ 0.044433595385081875,
27
+ -0.029744519138872053,
28
+ -0.004242953947847537,
29
+ -0.008002045858095115,
30
+ 0.0011893272164947555,
31
+ -0.05592513376591881,
32
+ -0.02044694836264443,
33
+ -0.04302950797452996,
34
+ 0.025187052055791012,
35
+ 0.02474263468768939,
36
+ -0.042601262001213426,
37
+ -0.020695051036992134,
38
+ 0.0015384054093390107,
39
+ 0.011092726046088491,
40
+ 0.021371811740448717,
41
+ -0.013469555081867212,
42
+ 0.01982452726500885,
43
+ -0.044538194766525006,
44
+ 0.030567572645239703,
45
+ -0.031482593996361656,
46
+ 0.02141072656155254,
47
+ 0.010427163068524451,
48
+ -0.023554046506974034,
49
+ 0.04504258471801071,
50
+ -0.03430833826561581,
51
+ 0.06747908948453606,
52
+ 0.04348396486355425,
53
+ -0.008884907592480267,
54
+ -0.011684225839903674,
55
+ -0.00656703219526952,
56
+ 0.002896513929653742,
57
+ -0.005738400824741935,
58
+ -0.04156242043662813,
59
+ -0.004873803086719859,
60
+ -0.0020245170263190598,
61
+ -0.0404051468768953,
62
+ -0.020279581224984647,
63
+ -0.029963112977562135,
64
+ -0.0015368056033973371,
65
+ 0.029301830357792758,
66
+ -0.05476914620982405,
67
+ -0.037951578969072176,
68
+ 0.047465052261976975,
69
+ 0.020526558156458357,
70
+ 0.02033791100060642,
71
+ -0.030164184865979576,
72
+ 0.05024194190418452,
73
+ -0.04485629808368706,
74
+ 0.03147835112189204,
75
+ -0.006291162340812682,
76
+ 0.019074118508186463,
77
+ -0.0014484904548212434,
78
+ 0.008784981788962792,
79
+ 0.023386305391206525,
80
+ 0.005879860982413359,
81
+ 0.05940395211643435,
82
+ 0.04984556731352376,
83
+ -0.023843370139479056,
84
+ -0.00745569275924821,
85
+ -0.018882913905396863,
86
+ 0.02314283274711956,
87
+ -0.024472644293511335,
88
+ -0.002770279702850328,
89
+ -0.012337558138264851,
90
+ -0.011593327471195118,
91
+ -0.042932302716798265,
92
+ -0.0240285988963009,
93
+ -0.0452392710248636,
94
+ 0.04310506591873858,
95
+ 0.02492436379624043,
96
+ -0.031592489102485924,
97
+ 0.053639132025470125,
98
+ -0.030478516828380917,
99
+ 0.007038873759854203,
100
+ 0.025400627586415966,
101
+ 0.0229284818168576,
102
+ 0.0009592673741654173,
103
+ -0.024041893893268843,
104
+ -0.0050410013741663505,
105
+ -0.039906425639781765,
106
+ 0.03151746901152146,
107
+ 0.018252275536447,
108
+ -0.023123840842935037,
109
+ 0.049373840412370945,
110
+ -0.03933781325530598,
111
+ 0.07366186678593085,
112
+ 0.013209034602790264,
113
+ -0.021385058447544267,
114
+ -0.018445256191631672,
115
+ -0.012832089751363926,
116
+ 0.016886379345057278,
117
+ -0.0021345572407520425,
118
+ -0.0338357411158276,
119
+ -0.013289104663434192,
120
+ -0.0065585543056388826,
121
+ -0.01209856645239361,
122
+ -0.04576090782292301,
123
+ -0.032484600758035095,
124
+ -0.028557836749545137,
125
+ 0.02584237292904779,
126
+ 0.009022810600363702,
127
+ 0.022957384186780123,
128
+ -0.03818952886597925,
129
+ -0.032933244008489626,
130
+ -0.009165709096422076,
131
+ 0.02088987131594965,
132
+ 0.02855925063068547,
133
+ 0.024874274311704,
134
+ -0.03435405539114632,
135
+ 0.016969646773802517,
136
+ -0.018423495306246717,
137
+ 0.01951220546998175,
138
+ 0.025427100121285417,
139
+ 0.012467580333535485,
140
+ -0.010936757514857925,
141
+ -0.014689930918738598,
142
+ 0.013502246094602934,
143
+ -0.050603092346876676,
144
+ -0.01723701176470571,
145
+ -0.004896197422679896,
146
+ 0.02070974576106733,
147
+ -0.026273534445118388,
148
+ 0.030336164984839376,
149
+ -0.039887732504548135,
150
+ -0.056432912220739984,
151
+ -0.05021272674348097,
152
+ -0.02755221443298974,
153
+ -0.03442035423893272,
154
+ -0.028371501285627588,
155
+ 0.0005140135536685691,
156
+ 0.002409129072166215,
157
+ 0.02409891870830806,
158
+ 0.02409901194663454,
159
+ 0.04556790412371142,
160
+ -0.03490499576713144,
161
+ -0.052055877830807035,
162
+ -0.012115913268648306,
163
+ -0.022166139478470903,
164
+ 0.05603566475439655,
165
+ 0.037913323129169,
166
+ 0.05956955137659166,
167
+ 0.012290112295936774,
168
+ 0.04308550950879324,
169
+ 0.029600502874469404,
170
+ 0.024453837204366478,
171
+ -0.010275065567010471,
172
+ 0.0072667682619769,
173
+ 0.010619255191024834,
174
+ -0.015975785809581464,
175
+ -0.03865312817465139,
176
+ 0.001558572067919981
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 0.9789609056537054,
182
+ 1.0223542173821687,
183
+ 1.006354499416772,
184
+ 1.0097426115961123,
185
+ 0.9821876353647652,
186
+ 0.9998046045489866,
187
+ 1.0178212606990535,
188
+ 1.0167721117355657,
189
+ 1.0114146027100444,
190
+ 1.001776238241197,
191
+ 1.0068173587187008,
192
+ 0.9900351224079849,
193
+ 1.0414098112135597,
194
+ 1.009574294617972,
195
+ 0.9953634621121619,
196
+ 1.0551495473134025,
197
+ 0.9981956531855851,
198
+ 1.0183570217473137,
199
+ 1.0066623632600822,
200
+ 1.0127852757834928,
201
+ 0.9819060519437951,
202
+ 1.0168025572775439,
203
+ 1.0011040348853746,
204
+ 1.0077391574190562,
205
+ 0.9960322515796017,
206
+ 1.0217184675272302,
207
+ 1.0045863660324679,
208
+ 1.0189216552292488,
209
+ 1.0209580005984413,
210
+ 0.9885762298604023,
211
+ 0.9548219575549232,
212
+ 1.0137570744288356,
213
+ 0.979579874589421,
214
+ 0.991197794892492,
215
+ 0.9880528964389337,
216
+ 0.9852989430996284,
217
+ 1.0048530597402896,
218
+ 1.0022576693152574,
219
+ 1.019817156007534,
220
+ 0.9946728227761036,
221
+ 1.0213302738059442,
222
+ 1.000964538491138,
223
+ 1.0307917076654618,
224
+ 1.006989527865548,
225
+ 1.002313843550004,
226
+ 1.0141972045736452,
227
+ 1.0080080308891233,
228
+ 0.9964183873498001,
229
+ 1.0258591594541053,
230
+ 1.0107146809178345,
231
+ 0.9717107214304516,
232
+ 1.0149102149309601,
233
+ 1.016907704482399,
234
+ 1.0078526095792883,
235
+ 0.9874709483602169,
236
+ 0.9996202197544782,
237
+ 1.0096827085606537,
238
+ 1.0379820129740673,
239
+ 1.013223513461979,
240
+ 0.9861254732898448,
241
+ 0.9893639979797026,
242
+ 0.991075106383618,
243
+ 0.9269809003308983,
244
+ 0.9875139847082404,
245
+ 1.005442372648796,
246
+ 0.9896204194858335,
247
+ 0.9935153912057717,
248
+ 0.9811099295350456,
249
+ 0.982575262307681,
250
+ 0.9795878781577906,
251
+ 1.0193143649741352,
252
+ 1.0119494318757316,
253
+ 1.0171821247574437,
254
+ 1.0034040467334655,
255
+ 1.0066093997021297,
256
+ 0.9694393186766306,
257
+ 1.0117730193741676,
258
+ 1.0122625190981362,
259
+ 0.9925145459941629,
260
+ 1.005154502988111,
261
+ 0.9987288725767053,
262
+ 1.0170813277668,
263
+ 0.976308824777624,
264
+ 0.9884631741550407,
265
+ 0.9915959199837703,
266
+ 1.0218983144556584,
267
+ 1.0142113893430906,
268
+ 0.9911920808019298,
269
+ 1.0172127287199233,
270
+ 0.9893770325784368,
271
+ 0.9989337891002755,
272
+ 0.9894791117074598,
273
+ 1.0007549319713978,
274
+ 1.0326939082689799,
275
+ 0.9899757429384302,
276
+ 1.010492032769745,
277
+ 1.0061235379816107,
278
+ 1.0091634350161915,
279
+ 1.0152313478591228,
280
+ 1.0056174411509322,
281
+ 1.017311898436513,
282
+ 0.9976512207707879,
283
+ 1.003882833915693,
284
+ 1.0004358570223468,
285
+ 1.0036377564081862,
286
+ 1.0211550893522847,
287
+ 0.9924334669404734,
288
+ 0.9971024879775969,
289
+ 0.9990772588620248,
290
+ 1.0032740804274622,
291
+ 1.0024996588619381,
292
+ 0.9916378123810937,
293
+ 1.0022499057411776,
294
+ 1.010183122426781,
295
+ 1.00163045757315,
296
+ 1.0085039687864976,
297
+ 0.9922730297554195,
298
+ 1.014983448437488,
299
+ 1.014822892124083,
300
+ 1.0148845786316816,
301
+ 0.9937553605624629,
302
+ 0.9882702039873854,
303
+ 0.9870322023279767,
304
+ 0.9850906859406272,
305
+ 0.997923959817147,
306
+ 0.9510903327769852,
307
+ 0.9917224934440294,
308
+ 0.9847975043099015,
309
+ 1.0202145588783864,
310
+ 1.0021246013348553,
311
+ 1.0003272501219964,
312
+ 1.0067673298995008,
313
+ 0.990781057863208,
314
+ 1.0020482585196349,
315
+ 1.018688317687672,
316
+ 0.9988236160134567,
317
+ 1.0069349597950046,
318
+ 1.0061002120663578,
319
+ 1.0122386395403618,
320
+ 0.9892206859790922,
321
+ 0.9855242096919327,
322
+ 0.9959531341164058,
323
+ 1.0065041184698018,
324
+ 1.0078483816424069,
325
+ 1.0021878472773025,
326
+ 0.9741424082334939,
327
+ 1.0890817487043594,
328
+ 0.9945307148083409,
329
+ 1.007530511064047,
330
+ 0.9991966896972047,
331
+ 0.9619750319373882,
332
+ 1.0030667264483681,
333
+ 0.9931958657494955,
334
+ 1.0006523699688303,
335
+ 1.010191508136165,
336
+ 0.9864924753596401,
337
+ 1.0139473615684553,
338
+ 1.0114408938636286,
339
+ 1.0033347496554157,
340
+ 0.9803226862995067,
341
+ 1.0098451761605862,
342
+ 0.9980225437342447,
343
+ 1.0129871477235215,
344
+ 0.9828742206168505,
345
+ 0.9665430998047373,
346
+ 0.9908589509231834
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.957419753074646,
358
+ "72": 0.9467108845710754,
359
+ "108": 0.9291178584098816,
360
+ "255": 0.850586473941803
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-2/fold_2/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 19,
3
+ "best_val_acc": 0.9715447154471545,
4
+ "test_acc": 0.9556116015132409,
5
+ "train_size": 1649,
6
+ "val_size": 984,
7
+ "test_size": 3965,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.0165193507883561,
12
+ 0.023745576106731784,
13
+ 0.00894758525166726,
14
+ -0.012979845463917304,
15
+ -0.008554753389932977,
16
+ 0.008500205057610555,
17
+ -0.008827268055791222,
18
+ 0.02424651702243768,
19
+ 0.002300678673256056,
20
+ -0.006792839332929151,
21
+ 0.0047927400606429405,
22
+ 0.0003070491534258074,
23
+ -0.0037253238023046277,
24
+ 0.012077483473620145,
25
+ 0.018683199696786473,
26
+ -0.009275691437234477,
27
+ -0.006638355451788972,
28
+ 0.017810546682838085,
29
+ 0.015129445567010357,
30
+ 0.024298001443298942,
31
+ -0.003184869132808023,
32
+ -0.004290789721043456,
33
+ 0.0031496054275316357,
34
+ 0.014148549696785681,
35
+ 0.018162637962401695,
36
+ 0.0032194466707086006,
37
+ -0.006616737907822937,
38
+ -0.022775198374772664,
39
+ -0.015071109605821711,
40
+ 0.014638325488174678,
41
+ 0.011475148077623627,
42
+ 0.03049396374166147,
43
+ 0.025694605900545734,
44
+ 0.008604017768344612,
45
+ -0.012231649072164738,
46
+ 0.002613359126743679,
47
+ 0.029584712128560786,
48
+ -0.0034158958580959363,
49
+ 0.006069550751970517,
50
+ -0.00541011442692557,
51
+ 0.01880269619163089,
52
+ -0.008083247077016392,
53
+ -0.006491640764099397,
54
+ 0.014566732795633777,
55
+ 0.008376424821103932,
56
+ -0.0009929023711349493,
57
+ 0.02163681163129177,
58
+ -0.0025090638993329082,
59
+ 0.01741273975136374,
60
+ 0.005851729104123725,
61
+ -0.004465054881746678,
62
+ -0.0037159464523949803,
63
+ 0.0014873154821107525,
64
+ -0.007976062644028743,
65
+ 0.01156759172225612,
66
+ 0.023733914178289805,
67
+ -0.011275250879320775,
68
+ -0.002578957016372865,
69
+ -0.006478712734990847,
70
+ 0.00032240861127936024,
71
+ -0.011706570736203905,
72
+ 0.02587612322619762,
73
+ -0.011422028793207837,
74
+ 0.01712189235900559,
75
+ 0.0028696369314734713,
76
+ -0.0015781066646451572,
77
+ -0.027441241722256038,
78
+ -0.0014402773256522523,
79
+ -0.004449931892055841,
80
+ -0.0014659224075202345,
81
+ 0.01708213645239509,
82
+ 0.018733296931473596,
83
+ 0.008334289472407117,
84
+ 0.005727799963614559,
85
+ 0.007039103201940653,
86
+ -0.00224206858702233,
87
+ 0.0011615125591269186,
88
+ 0.0096409494117641,
89
+ 0.004899610121286758,
90
+ 0.009826549023650048,
91
+ -0.009219501334142207,
92
+ -0.004807864269254234,
93
+ -0.002443187265009144,
94
+ 0.011609495827774482,
95
+ 0.0040307750576106674,
96
+ -0.004682432261976522,
97
+ 0.013977261024863448,
98
+ 0.0012793727167981009,
99
+ -0.025686529896907437,
100
+ 0.013434234869617957,
101
+ 0.021999945691932813,
102
+ 0.012433017674347574,
103
+ -0.009033386234081325,
104
+ 0.0062409658120072915,
105
+ 0.0009289013947849186,
106
+ 0.0003903400242564852,
107
+ 0.02740975750382101,
108
+ -0.011144831170406301,
109
+ 0.005830573753789878,
110
+ -0.009510249636142982,
111
+ 0.02073330933899335,
112
+ 0.007879717440873353,
113
+ 0.009509570454820928,
114
+ 0.01405836261370407,
115
+ 0.014672617586416688,
116
+ -0.005675097756215873,
117
+ 0.0017475856822315732,
118
+ 0.0018848247543965708,
119
+ 0.02229300998180564,
120
+ 0.01026309860521593,
121
+ 0.017680451788964564,
122
+ -0.005672595821710331,
123
+ -0.009564725087932182,
124
+ -0.0036886342935116994,
125
+ 0.01000584954517868,
126
+ -0.0014087143177684452,
127
+ 0.020023876538508456,
128
+ -0.014409325075803336,
129
+ -0.008730885488174288,
130
+ -0.0034071386173437994,
131
+ 0.017709779927228837,
132
+ 0.0037029051849606504,
133
+ 0.011111249060036448,
134
+ 0.001931565688295556,
135
+ 0.0326300536264404,
136
+ 0.009591248938750647,
137
+ -0.007016625542753067,
138
+ 0.012978908750757932,
139
+ -0.0024730208186779807,
140
+ -0.005898704823529222,
141
+ 0.00046255165858092147,
142
+ -0.015087141012734237,
143
+ 0.007914145130382093,
144
+ 0.00938928223165545,
145
+ 0.01491191867192227,
146
+ 0.003460371607034447,
147
+ -0.007647012371134029,
148
+ 0.009316860582171302,
149
+ 0.012669591819284187,
150
+ 0.023290896266828284,
151
+ 0.012400781200727585,
152
+ -0.003923578150394203,
153
+ -0.005147092104305529,
154
+ -0.008281499878714238,
155
+ -0.03743850333535512,
156
+ 0.013677931825349052,
157
+ 0.0004504794117647815,
158
+ 0.0031018094057014187,
159
+ 0.009501353911461253,
160
+ -0.007035560921770639,
161
+ 0.008385035146755612,
162
+ -0.0034377712431776946,
163
+ -0.010681847180108386,
164
+ 0.029691756458459714,
165
+ 0.008845037744087314,
166
+ 0.036611106986052,
167
+ 0.006922057057610421,
168
+ 0.00199877628865977,
169
+ 0.016813865591267338,
170
+ 0.002876468101879801,
171
+ 0.005453485567009417,
172
+ 0.0042027340964213965,
173
+ -0.01236373710127327,
174
+ -0.008553608768950838,
175
+ -0.0069991010551852945,
176
+ 0.0076861960764099575
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 0.9681286752068088,
182
+ 1.0188584468817592,
183
+ 1.0110661386281417,
184
+ 0.9985656246319761,
185
+ 0.9821622573144201,
186
+ 1.0036187347218821,
187
+ 1.0069688072671201,
188
+ 0.9902174757207433,
189
+ 1.01713159486763,
190
+ 0.9867718776262003,
191
+ 0.9758196806068826,
192
+ 0.9717105755097225,
193
+ 0.9881331057860607,
194
+ 0.9898880234141544,
195
+ 1.0032622320902203,
196
+ 0.9951157752575892,
197
+ 1.0046808806006051,
198
+ 0.9614388015014891,
199
+ 0.9853693985919703,
200
+ 1.0191683054599883,
201
+ 0.996439727744992,
202
+ 1.008421273109573,
203
+ 1.00416757618972,
204
+ 1.0050873163713752,
205
+ 1.0062941810400496,
206
+ 1.0106625492506378,
207
+ 1.0037290960252208,
208
+ 0.9716931899880294,
209
+ 1.0122721434564084,
210
+ 1.004145433664744,
211
+ 1.0126537584886575,
212
+ 0.9877832016144399,
213
+ 1.0016994225200662,
214
+ 0.9984055948469278,
215
+ 1.009905276240697,
216
+ 0.9928053125930449,
217
+ 1.028439787038722,
218
+ 1.0058093224458307,
219
+ 1.0026249721952805,
220
+ 1.0044305239260718,
221
+ 1.0145868354939207,
222
+ 0.9730410910554939,
223
+ 0.981275887794836,
224
+ 0.9868601113866823,
225
+ 0.9903107009766159,
226
+ 0.9840780321801739,
227
+ 1.0155043762626388,
228
+ 1.015709680805549,
229
+ 0.9877740152182051,
230
+ 1.0007933926991834,
231
+ 0.9639452930264027,
232
+ 1.0107985365057115,
233
+ 1.0139858844795777,
234
+ 0.978091201901524,
235
+ 0.9836289102008465,
236
+ 0.9892831848712296,
237
+ 1.0050542524754924,
238
+ 1.0041143150075589,
239
+ 1.011404712398526,
240
+ 0.994592205655486,
241
+ 1.003602088307178,
242
+ 1.0043236988473279,
243
+ 0.9890344165359591,
244
+ 0.9960153738734304,
245
+ 1.0247056593625234,
246
+ 0.9709722536076895,
247
+ 0.8984006766242731,
248
+ 1.0084723110544285,
249
+ 1.0080442044255657,
250
+ 1.0139042067755502,
251
+ 1.0147945346118319,
252
+ 1.0086308434283413,
253
+ 0.9798709269587462,
254
+ 0.985827749679927,
255
+ 1.0097816591529503,
256
+ 0.9967310231913435,
257
+ 1.0125467431933681,
258
+ 0.9795738908810216,
259
+ 0.9759574846742652,
260
+ 0.9879270836797008,
261
+ 1.0100364897802065,
262
+ 1.0084344135598255,
263
+ 0.9683448859407486,
264
+ 0.9884096351113933,
265
+ 0.9957784496098612,
266
+ 1.0106496350052778,
267
+ 1.0041619111843998,
268
+ 0.9965669874488615,
269
+ 1.0148365256887901,
270
+ 0.9954909131964714,
271
+ 0.9942883718958846,
272
+ 1.0007980703139212,
273
+ 1.0031320592473836,
274
+ 0.9828596472567013,
275
+ 0.9637136602853367,
276
+ 0.9970558130158634,
277
+ 1.0142250931970318,
278
+ 1.008890015046518,
279
+ 1.0055896715654262,
280
+ 1.004944159225849,
281
+ 1.015901087459527,
282
+ 0.9987432420315473,
283
+ 0.9985224279803399,
284
+ 0.9900020636370531,
285
+ 0.9946414368680025,
286
+ 0.9718565169997336,
287
+ 1.0010286004673303,
288
+ 1.0045607582554759,
289
+ 1.0126684697205748,
290
+ 0.9911582699978772,
291
+ 0.9979453061380805,
292
+ 0.9943479420017864,
293
+ 1.0057507939001675,
294
+ 1.009199116070283,
295
+ 0.996011631450574,
296
+ 1.0055786667678899,
297
+ 0.9980095514928135,
298
+ 0.9965213084556673,
299
+ 1.0065546695035632,
300
+ 0.9959098534303568,
301
+ 1.0066323304809803,
302
+ 0.9785303330423044,
303
+ 0.9869014865983016,
304
+ 1.0002036756849269,
305
+ 1.0025571744250443,
306
+ 0.9798050960785967,
307
+ 0.9928695520264623,
308
+ 1.0029641941982563,
309
+ 0.995414106898259,
310
+ 1.0148844453635921,
311
+ 0.9709719526035338,
312
+ 0.9939566879305621,
313
+ 0.9884244597895214,
314
+ 0.9767542641597464,
315
+ 0.9853765727313375,
316
+ 1.0106906221793046,
317
+ 1.005948414723524,
318
+ 1.017725449726877,
319
+ 1.0152735855520598,
320
+ 0.9876730417321886,
321
+ 0.9757936207779202,
322
+ 1.0047018133551442,
323
+ 1.004391788961941,
324
+ 1.006171785979052,
325
+ 0.8968175799273889,
326
+ 1.0473489426893206,
327
+ 1.0315201707660164,
328
+ 1.0175144216806302,
329
+ 1.0142189436584537,
330
+ 1.0038989754399161,
331
+ 1.0173990273862883,
332
+ 1.0127050623257519,
333
+ 1.0051909194938937,
334
+ 1.012068652647229,
335
+ 0.9962079218654786,
336
+ 1.002233177655679,
337
+ 1.0161322523275562,
338
+ 0.999594425724876,
339
+ 0.9955572903935671,
340
+ 0.9917181216246964,
341
+ 0.9858353212831604,
342
+ 0.991792827254217,
343
+ 0.9768523928420304,
344
+ 0.9547301155646564,
345
+ 0.963911142038982,
346
+ 0.9970598920069098
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.9472887516021729,
358
+ "72": 0.9324085712432861,
359
+ "108": 0.9197982549667358,
360
+ "255": 0.829255998134613
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/musk-2/fold_3/result.json ADDED
@@ -0,0 +1,362 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 26,
3
+ "best_val_acc": 0.9640287769784173,
4
+ "test_acc": 0.9622736418511066,
5
+ "train_size": 1649,
6
+ "val_size": 973,
7
+ "test_size": 3976,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.019377861036991656,
12
+ 0.025388282601576818,
13
+ 0.017005815742874516,
14
+ -0.007883900460885378,
15
+ 0.0060343637174048335,
16
+ 0.019899812286233772,
17
+ -0.017346581947847252,
18
+ 0.01720070440873258,
19
+ -0.022683759298605638,
20
+ 0.03576464684050942,
21
+ 0.003250418289873286,
22
+ 0.023095340225590528,
23
+ 0.025853774105518486,
24
+ 0.004904056128563328,
25
+ 0.015174882898727272,
26
+ 0.004904859053972195,
27
+ -0.0064262512310491165,
28
+ -0.0013788380109157152,
29
+ 0.03392423097634965,
30
+ 0.040471053135233824,
31
+ -0.007766068975136523,
32
+ -0.02654642546998242,
33
+ -0.002714201516070317,
34
+ -0.005730637913887314,
35
+ 0.014443505081867881,
36
+ -0.01681206773802325,
37
+ 0.022797446707095152,
38
+ 0.02924670987871426,
39
+ -0.016523001552455778,
40
+ 0.022271198156458668,
41
+ 0.007295070836871207,
42
+ -0.010380893735597325,
43
+ 0.0032170857913887633,
44
+ 0.03166040751970903,
45
+ -0.011104923177683385,
46
+ 0.023025889023650516,
47
+ 0.00955245047907632,
48
+ 0.00501562544572467,
49
+ 0.003645016027895317,
50
+ 0.012703992892661992,
51
+ 0.014234079029714866,
52
+ -0.018872668283808444,
53
+ 0.03357063479684651,
54
+ 0.002985781740448259,
55
+ 0.016828823032140804,
56
+ 0.008592184530017656,
57
+ 0.020646139611886168,
58
+ -0.025274300994542045,
59
+ 0.031819425821709706,
60
+ 0.041618958390176077,
61
+ 0.00933414724075195,
62
+ -0.02236399884778645,
63
+ -0.018589546555488203,
64
+ 0.001330274912066101,
65
+ 0.0015160872407521844,
66
+ 0.002306856531231052,
67
+ -0.0022718787992723603,
68
+ 0.028225555027289576,
69
+ -0.006301775864159792,
70
+ 0.02247907061249244,
71
+ -0.011468676332322514,
72
+ 0.02175189545178902,
73
+ -0.013670970357792456,
74
+ 0.03126135081867806,
75
+ 0.004543698483929725,
76
+ -0.0009374850879321324,
77
+ 0.021139099308671503,
78
+ 0.02629353206791973,
79
+ -0.02450631540927904,
80
+ 0.030707943529411457,
81
+ 0.01293060334141885,
82
+ 0.012913687446937628,
83
+ 0.00928486858095778,
84
+ 0.01766341600970324,
85
+ 0.03807825699818077,
86
+ 0.0017500543359613783,
87
+ -0.016347040315342783,
88
+ 0.0007416811279563446,
89
+ 0.026208501607035268,
90
+ 0.023266191340205626,
91
+ -0.018853632765312562,
92
+ -0.02368463080654962,
93
+ 0.001749331437234659,
94
+ 0.003365637052759398,
95
+ 0.025888251528199256,
96
+ -0.018965530382049504,
97
+ 0.03517410735597307,
98
+ 0.025752976476652555,
99
+ -0.02487937299575574,
100
+ 0.022010353117040575,
101
+ 0.017477714511824522,
102
+ -0.017221659584597582,
103
+ -0.003431555427531808,
104
+ 0.019807925603396073,
105
+ 0.0032348454699819393,
106
+ 0.013613221879926436,
107
+ 0.0370615994009708,
108
+ -0.016630420776227922,
109
+ 0.0136933938872041,
110
+ -0.0017249714481504044,
111
+ 0.02229983032140703,
112
+ -0.012712485694360036,
113
+ 0.026678074426925498,
114
+ 0.012642979175256863,
115
+ 0.005538239963614194,
116
+ 0.0035851682595511494,
117
+ -0.017385318223165646,
118
+ -0.027282370030321336,
119
+ 0.030769696791993668,
120
+ 0.023036587355973605,
121
+ 0.02791771238326433,
122
+ -0.005707142462098305,
123
+ -0.011955044244996943,
124
+ -0.01365990568829588,
125
+ 0.02758415771376576,
126
+ 0.001034438120072712,
127
+ 0.016993479078229498,
128
+ 0.004106490266828514,
129
+ -0.007270538144329443,
130
+ 0.023955484869617922,
131
+ 0.016178350285021865,
132
+ 0.0035198083808369264,
133
+ 0.010066467580351705,
134
+ 0.013253238295936883,
135
+ 0.003935329266222111,
136
+ -0.028011770430564572,
137
+ 0.022866120224378214,
138
+ 0.0261654426682841,
139
+ 0.02473182812007268,
140
+ -0.0015221004548212846,
141
+ 0.0038331081837477228,
142
+ 0.021399354317768703,
143
+ 0.005301140012128602,
144
+ 0.019229334445118054,
145
+ 0.005640386767737668,
146
+ 0.02194890172225591,
147
+ -0.005060289387507513,
148
+ 0.026678006622195553,
149
+ -0.009628291109763477,
150
+ -0.003739145758641676,
151
+ 0.002035451000606312,
152
+ 0.010815814196482578,
153
+ -0.011372362352941229,
154
+ -0.019185084742267905,
155
+ -0.001526538386901546,
156
+ 0.01622554252274128,
157
+ 0.012853861158277795,
158
+ 0.032111232286234526,
159
+ 0.031036171322013306,
160
+ 0.014534576640388132,
161
+ -0.0195449016634327,
162
+ -0.0031721854821107633,
163
+ -0.011472115221346063,
164
+ 0.00807888645239537,
165
+ -0.009991977598544642,
166
+ 0.015293761594905845,
167
+ 0.04696865378289867,
168
+ 0.02876006337174039,
169
+ 0.030060548720436564,
170
+ -0.016465844511825162,
171
+ -0.013467629448150867,
172
+ -0.004964211527592827,
173
+ 0.023761107562159368,
174
+ -0.0028053264645238984,
175
+ -0.011466418192844817,
176
+ 0.015592289957550014
177
+ ]
178
+ ],
179
+ "std": [
180
+ [
181
+ 0.985810694952265,
182
+ 1.0034659788102347,
183
+ 1.0123314802689827,
184
+ 1.0006728383848915,
185
+ 1.0057933627069857,
186
+ 1.0211647035506441,
187
+ 0.9873544232512542,
188
+ 1.0044940106681508,
189
+ 0.9972305516917789,
190
+ 0.9962847585776434,
191
+ 1.0084467836467266,
192
+ 0.9906644883619666,
193
+ 1.0245712429201694,
194
+ 0.9866939366954063,
195
+ 1.0013177295694342,
196
+ 1.0035460862038992,
197
+ 1.0106885153319805,
198
+ 0.9519922611580153,
199
+ 0.9980325911759347,
200
+ 1.0306730880090342,
201
+ 0.9835758012913696,
202
+ 0.9850289481711405,
203
+ 1.0052216421075988,
204
+ 0.9962087717875672,
205
+ 0.9963361086627195,
206
+ 0.9956939758386721,
207
+ 0.9995284943647325,
208
+ 1.023940251071931,
209
+ 1.0274738040648672,
210
+ 0.994278832453581,
211
+ 0.9978867650735795,
212
+ 0.9858582094807091,
213
+ 1.0042951554309811,
214
+ 0.9935762200569673,
215
+ 0.987438469465117,
216
+ 1.005913310224571,
217
+ 1.00088122516216,
218
+ 0.9882229146445906,
219
+ 1.0157177678163845,
220
+ 0.9964856588375458,
221
+ 0.9973534488049755,
222
+ 0.9843481194725128,
223
+ 1.0059020116489072,
224
+ 0.9945053400237248,
225
+ 0.9893145898736398,
226
+ 1.0071798920580137,
227
+ 1.026048360719046,
228
+ 0.9784906142973205,
229
+ 0.9999905642791316,
230
+ 1.0245359594400432,
231
+ 0.9857715356622779,
232
+ 0.9921646440585971,
233
+ 0.9889209867599961,
234
+ 0.9804599263285575,
235
+ 0.989078331357909,
236
+ 1.0220508106585684,
237
+ 0.9898585563272273,
238
+ 1.0050841202007248,
239
+ 1.0381369540158623,
240
+ 0.9852302977543494,
241
+ 1.0075559260629754,
242
+ 1.000291557770776,
243
+ 0.9848158888469627,
244
+ 0.9914305575952413,
245
+ 1.0027287892746963,
246
+ 0.9998437768528288,
247
+ 1.0380871234284017,
248
+ 1.0068281699392212,
249
+ 0.9909518921848135,
250
+ 1.0027114341322005,
251
+ 1.0043121525006478,
252
+ 1.004908814037755,
253
+ 1.0186241738713828,
254
+ 0.9840706508690844,
255
+ 1.0105911993179093,
256
+ 0.9676803103445097,
257
+ 1.0008055713802275,
258
+ 0.9912309236484144,
259
+ 0.995113888208004,
260
+ 1.00892652209743,
261
+ 0.9963556594838519,
262
+ 0.9845494099501623,
263
+ 0.9992655439793966,
264
+ 0.9888161956289881,
265
+ 0.988365168461102,
266
+ 0.986911819503751,
267
+ 0.9966018266120068,
268
+ 1.0253590540025506,
269
+ 1.0073388900110996,
270
+ 0.9884492302907475,
271
+ 1.0097952364856901,
272
+ 0.9710825809435979,
273
+ 1.0049468371789398,
274
+ 0.9978639652892881,
275
+ 1.0455255018744898,
276
+ 0.9978429399237,
277
+ 1.002476959825736,
278
+ 0.9981410717372688,
279
+ 1.0060801668925174,
280
+ 0.9880101858878161,
281
+ 0.9920156642454706,
282
+ 0.9690302977750064,
283
+ 1.0160561889470001,
284
+ 1.0042221946838557,
285
+ 0.9902952403395341,
286
+ 0.9972984826953729,
287
+ 0.9761193341167186,
288
+ 0.9802187480066236,
289
+ 1.008662757516423,
290
+ 0.9977604335997484,
291
+ 1.0125273643143784,
292
+ 1.0005678108605767,
293
+ 0.99939847346626,
294
+ 0.9934285795635643,
295
+ 0.993774093323074,
296
+ 0.9507637302569011,
297
+ 1.001524151413393,
298
+ 1.0029839092558797,
299
+ 0.9922893465303836,
300
+ 0.9995915259108642,
301
+ 0.9937205680489537,
302
+ 0.9906768211587779,
303
+ 0.9885237778798726,
304
+ 0.9923092460426346,
305
+ 0.9928187226268517,
306
+ 0.9431189215637575,
307
+ 0.9768867834667897,
308
+ 0.988648327088327,
309
+ 0.9868432165802018,
310
+ 0.9936538301879408,
311
+ 1.031840475179726,
312
+ 1.0088131603924193,
313
+ 0.948009389328019,
314
+ 0.980359732399849,
315
+ 0.9812840383484884,
316
+ 1.0125452888475233,
317
+ 1.0015379468649726,
318
+ 1.0082241487185495,
319
+ 1.0028073940649291,
320
+ 1.027290919950601,
321
+ 1.0123450850356626,
322
+ 0.9892757300213824,
323
+ 0.989457850129367,
324
+ 0.9916398725034907,
325
+ 0.9733306799223379,
326
+ 1.048692795336829,
327
+ 1.0185390556939666,
328
+ 1.005180692664418,
329
+ 0.9999773815928202,
330
+ 1.0029310617714582,
331
+ 0.9847831085240544,
332
+ 0.9984589470542239,
333
+ 0.997897554671397,
334
+ 1.0021153618672554,
335
+ 0.9825493908557392,
336
+ 1.0005331081478763,
337
+ 1.0721249078632564,
338
+ 1.0255830315079582,
339
+ 1.0078969722952105,
340
+ 1.0018509428094395,
341
+ 1.007362049760478,
342
+ 0.9875884283657037,
343
+ 1.0010931986356253,
344
+ 1.0157609941665726,
345
+ 0.9972826112887371,
346
+ 1.0062038228644128
347
+ ]
348
+ ]
349
+ },
350
+ "width": 512,
351
+ "in_features": 166,
352
+ "out_features": 2,
353
+ "depth": 4,
354
+ "padding": 332,
355
+ "parameters": 959495,
356
+ "cert_evals": {
357
+ "36": 0.9517102241516113,
358
+ "72": 0.9408953189849854,
359
+ "108": 0.928822934627533,
360
+ "255": 0.8138832449913025
361
+ }
362
+ }
UCI_N4/ldlt-resnet/runs/nursery/fold_0/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 20,
3
+ "best_val_acc": 0.8738269030239834,
4
+ "test_acc": 0.8702896693155601,
5
+ "train_size": 3240,
6
+ "val_size": 1918,
7
+ "test_size": 7802,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.051029166666666737,
12
+ -0.00196411111111071,
13
+ 0.0016562925925925533,
14
+ -0.008005376543209762,
15
+ -0.004535925925925928,
16
+ -0.014196977160493821,
17
+ -0.01014526234567894,
18
+ -0.007937870370370368
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 1.0081184659855247,
24
+ 0.994466909902115,
25
+ 0.9984780980079611,
26
+ 0.9954756099225289,
27
+ 0.9980995540133645,
28
+ 0.9998602139101664,
29
+ 0.9972906807623559,
30
+ 1.0052418041464166
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 5,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3882,
40
+ "cert_evals": {
41
+ "36": 0.7669828534126282,
42
+ "72": 0.6490643620491028,
43
+ "108": 0.545116662979126,
44
+ "255": 0.09189951419830322
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/nursery/fold_1/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 4,
3
+ "best_val_acc": 0.85866802236909,
4
+ "test_acc": 0.8447052753772734,
5
+ "train_size": 3240,
6
+ "val_size": 1967,
7
+ "test_size": 7753,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.023435617283950584,
12
+ 0.026842851851852437,
13
+ -0.0011041870370370494,
14
+ -0.001656286419753089,
15
+ -0.010961820987654315,
16
+ 0.019135056172839497,
17
+ -0.012124891358024097,
18
+ -0.0060479012345679
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 1.0098249235756733,
24
+ 1.0053740157149613,
25
+ 0.9982315594686217,
26
+ 0.9999606252114857,
27
+ 0.9964249241892131,
28
+ 0.9997779009091493,
29
+ 0.9971359423938833,
30
+ 1.0041030187583004
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 5,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3882,
40
+ "cert_evals": {
41
+ "36": 0.7433251738548279,
42
+ "72": 0.6263381838798523,
43
+ "108": 0.48626336455345154,
44
+ "255": 0.028505094349384308
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/nursery/fold_2/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 8,
3
+ "best_val_acc": 0.8439790575916231,
4
+ "test_acc": 0.8437900128040973,
5
+ "train_size": 3240,
6
+ "val_size": 1910,
7
+ "test_size": 7810,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.023435617283950584,
12
+ 0.047575135802469234,
13
+ 0.015458643209876576,
14
+ 0.0024844308641975513,
15
+ 0.006047901234567903,
16
+ 0.0012345197530864193,
17
+ 0.015837366358025084,
18
+ -0.0060479012345679
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 1.0166780451442419,
24
+ 1.0111134194425535,
25
+ 1.0062422991159916,
26
+ 0.9960005941386431,
27
+ 0.9966991236053043,
28
+ 0.9999602379504744,
29
+ 1.0002954947822456,
30
+ 1.0041030187583007
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 5,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3882,
40
+ "cert_evals": {
41
+ "36": 0.7535211443901062,
42
+ "72": 0.6344430446624756,
43
+ "108": 0.5177977085113525,
44
+ "255": 0.0418693982064724
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/nursery/fold_3/result.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 20,
3
+ "best_val_acc": 0.8633056133056133,
4
+ "test_acc": 0.862365315546434,
5
+ "train_size": 3240,
6
+ "val_size": 1924,
7
+ "test_size": 7796,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.03364145061728391,
12
+ 0.03033460493827167,
13
+ 0.03257356666666669,
14
+ 0.032849621604938234,
15
+ -0.015875740740740732,
16
+ -0.01481423703703703,
17
+ -0.01707398148148124,
18
+ 0.006425895061728395
19
+ ]
20
+ ],
21
+ "std": [
22
+ [
23
+ 1.006091408188469,
24
+ 0.9961770749809249,
25
+ 1.0063245385321156,
26
+ 1.0055792592242605,
27
+ 0.9961264090870245,
28
+ 0.9998512588890658,
29
+ 1.0080135891696445,
30
+ 0.9964644995871555
31
+ ]
32
+ ]
33
+ },
34
+ "width": 32,
35
+ "in_features": 8,
36
+ "out_features": 5,
37
+ "depth": 4,
38
+ "padding": 16,
39
+ "parameters": 3882,
40
+ "cert_evals": {
41
+ "36": 0.7648794651031494,
42
+ "72": 0.6467419266700745,
43
+ "108": 0.5337352752685547,
44
+ "255": 0.07670600712299347
45
+ }
46
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_0/result.json ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 21,
3
+ "best_val_acc": 0.7329192546583851,
4
+ "test_acc": 0.7128712871287128,
5
+ "train_size": 255,
6
+ "val_size": 161,
7
+ "test_size": 606,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.0371250154117647,
12
+ 0.0015389403921568473,
13
+ -0.03527819799999997,
14
+ 0.026217213882352975,
15
+ -0.022018143254901958,
16
+ -0.03976458627450978,
17
+ 0.003314039607843149,
18
+ -0.03319261360784315,
19
+ 0.01830184745098039,
20
+ -0.02685776486274508,
21
+ -0.04212637686274509,
22
+ 0.005226556078431408,
23
+ -0.02913093117647059,
24
+ -0.01200531101960785,
25
+ -0.03152609833333333,
26
+ -0.03705718681960783,
27
+ 0.00469401490196078,
28
+ -0.02551305090196081,
29
+ -0.03417245220392157,
30
+ -0.031662056862745085,
31
+ -0.018275636980392158,
32
+ -0.03872015905882352,
33
+ 0.06975402027450983,
34
+ -0.05690918172549015,
35
+ -0.0005046612313725563,
36
+ -0.026833323176470567,
37
+ -0.0324685416470588,
38
+ 0.06559194729411769,
39
+ -0.04924893603921571,
40
+ -0.002559774274509816,
41
+ -0.007582052196078413,
42
+ -0.03221969384313721,
43
+ 0.07669179423529408,
44
+ -0.05831633415686265,
45
+ -0.00790661125490195,
46
+ 0.033497423215686245,
47
+ 0.007940335568627457,
48
+ -0.0037278283529411723,
49
+ -0.005509080784313686,
50
+ -0.006456870705882385,
51
+ -0.006934026431372542
52
+ ]
53
+ ],
54
+ "std": [
55
+ [
56
+ 0.9481208431065713,
57
+ 0.9777230774786245,
58
+ 0.9614649831710622,
59
+ 1.0004435636971643,
60
+ 0.9517495439744679,
61
+ 0.9370398970511897,
62
+ 0.978033253968666,
63
+ 0.9633889071060125,
64
+ 0.9762210193691487,
65
+ 0.9497999114505152,
66
+ 0.9347608009901895,
67
+ 0.9801580525147454,
68
+ 0.9702177059121481,
69
+ 0.937441002049969,
70
+ 0.9454783788330968,
71
+ 0.9479630674171062,
72
+ 0.9847917091528013,
73
+ 0.9682944519390624,
74
+ 0.9601592978081722,
75
+ 0.9504457074291478,
76
+ 0.9482732916854852,
77
+ 0.9550094850957569,
78
+ 0.8808478818975364,
79
+ 0.9032557709886272,
80
+ 0.9905437507629392,
81
+ 0.9682787727115054,
82
+ 0.9734319541870242,
83
+ 0.8994213820965716,
84
+ 0.9306569007254026,
85
+ 0.9903368456478869,
86
+ 0.9401093744879251,
87
+ 0.9661635565557377,
88
+ 0.8972092489723742,
89
+ 0.9227263611587284,
90
+ 0.9960722682017434,
91
+ 0.9400060154678039,
92
+ 0.9649245386172121,
93
+ 0.9716877264843913,
94
+ 0.9731199443916825,
95
+ 0.9739165511052336,
96
+ 0.9741830269626184
97
+ ]
98
+ ]
99
+ },
100
+ "width": 128,
101
+ "in_features": 41,
102
+ "out_features": 2,
103
+ "depth": 4,
104
+ "padding": 82,
105
+ "parameters": 60423,
106
+ "cert_evals": {
107
+ "36": 0.6105610728263855,
108
+ "72": 0.5082508325576782,
109
+ "108": 0.3861386179924011,
110
+ "255": 0.08745875209569931
111
+ }
112
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_1/result.json ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 50,
3
+ "best_val_acc": 0.8153846153846154,
4
+ "test_acc": 0.7331240188383046,
5
+ "train_size": 255,
6
+ "val_size": 130,
7
+ "test_size": 637,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.00023252282745095802,
12
+ 0.0023210192156862736,
13
+ -0.008575552392156847,
14
+ -0.027089618431372545,
15
+ 0.02615166227450979,
16
+ 0.00029002847058821885,
17
+ 0.001517669058823556,
18
+ -0.009498281058823606,
19
+ -0.021533545372549014,
20
+ 0.027143032117647032,
21
+ 0.00012999274509802153,
22
+ 0.0020992274509804144,
23
+ -0.005652587843137251,
24
+ -0.01031889384313722,
25
+ 0.025365951607843145,
26
+ 0.0011974224705882457,
27
+ 0.0024456095294117628,
28
+ 0.007920263137254904,
29
+ 0.007542674117647044,
30
+ 0.019472125333333323,
31
+ 0.06628882686274508,
32
+ 0.0008101664705882076,
33
+ -0.005068037960784302,
34
+ -0.0018227520000000151,
35
+ 0.00320542466666668,
36
+ 0.025693874901960758,
37
+ 0.03285470894117649,
38
+ -0.03694405458823524,
39
+ 0.02895584858823529,
40
+ 0.02036504745098036,
41
+ 0.04203500674509803,
42
+ 0.012977303843137231,
43
+ -0.016463404666666667,
44
+ 0.005529818662745095,
45
+ 0.013588346156862736,
46
+ -0.03683925767843136,
47
+ -0.016918137803921634,
48
+ -0.014870798470588246,
49
+ -0.016124755137254858,
50
+ -0.018004861274509842,
51
+ -0.020472565215686273
52
+ ]
53
+ ],
54
+ "std": [
55
+ [
56
+ 0.9572394549500175,
57
+ 0.9926437581599087,
58
+ 0.9624363039043059,
59
+ 0.9193272254177784,
60
+ 1.0255768714029772,
61
+ 0.9579689477579895,
62
+ 0.9914399769465777,
63
+ 0.964698567284664,
64
+ 0.9351924375292803,
65
+ 1.0260487030041765,
66
+ 0.9515013155985146,
67
+ 0.9925204239055312,
68
+ 0.9662079425779949,
69
+ 0.9893019122153763,
70
+ 1.0199562667897872,
71
+ 0.9463721256877698,
72
+ 0.9959986832754482,
73
+ 0.9814859605265475,
74
+ 1.0491115651558893,
75
+ 1.0166099051364492,
76
+ 1.0126788732557663,
77
+ 0.9559037060605928,
78
+ 1.005464306868578,
79
+ 0.9339913124161523,
80
+ 0.9907483477382796,
81
+ 1.002837860013556,
82
+ 0.9939512794379407,
83
+ 1.0866703256453316,
84
+ 1.0174263712495963,
85
+ 0.9852130473462448,
86
+ 1.0075951167847277,
87
+ 0.9748247085177442,
88
+ 1.0259519988694812,
89
+ 0.9604781044814549,
90
+ 0.9861127645283753,
91
+ 1.0373513207775564,
92
+ 1.0101438720127272,
93
+ 0.9991977496960652,
94
+ 0.9936335573449004,
95
+ 0.9927993181263407,
96
+ 0.9922363841337328
97
+ ]
98
+ ]
99
+ },
100
+ "width": 128,
101
+ "in_features": 41,
102
+ "out_features": 2,
103
+ "depth": 4,
104
+ "padding": 82,
105
+ "parameters": 60423,
106
+ "cert_evals": {
107
+ "36": 0.6326530575752258,
108
+ "72": 0.46467819809913635,
109
+ "108": 0.34065935015678406,
110
+ "255": 0.05965463072061539
111
+ }
112
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_2/result.json ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 17,
3
+ "best_val_acc": 0.7251461988304093,
4
+ "test_acc": 0.6996644295302014,
5
+ "train_size": 255,
6
+ "val_size": 171,
7
+ "test_size": 596,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.019915568666666633,
12
+ -0.014107577647058818,
13
+ -0.015105033250980377,
14
+ 0.02865576341176468,
15
+ 0.029814655176470552,
16
+ 0.017704559607843146,
17
+ -0.013470486980392094,
18
+ -0.016038092274509794,
19
+ 0.03248008262745098,
20
+ 0.030473079058823495,
21
+ 0.02067392156862747,
22
+ -0.014031545490196065,
23
+ -0.009559882039215687,
24
+ 0.03839121047058822,
25
+ 0.03184779492980397,
26
+ 0.022161854509803944,
27
+ -0.01396437243137256,
28
+ -0.0017765643137255195,
29
+ 0.055001846666666666,
30
+ 0.030386395921568613,
31
+ 0.03668542223529418,
32
+ -0.0027777596078431494,
33
+ 0.012474995117647124,
34
+ -0.0041148554117646985,
35
+ -0.013356863921568625,
36
+ 0.028240797568627463,
37
+ 0.00010664949019609575,
38
+ 0.02344727215686279,
39
+ 0.005875207882352966,
40
+ -0.007875607450980381,
41
+ 0.028559833607843157,
42
+ -0.003071006745098055,
43
+ 0.014597308196078422,
44
+ -0.0007609705999999861,
45
+ -0.016530812156862723,
46
+ -0.03674524662745102,
47
+ -0.019958698901960777,
48
+ -0.017071456470588258,
49
+ -0.017420987058823525,
50
+ -0.017710899607843143,
51
+ -0.01735895203921565
52
+ ]
53
+ ],
54
+ "std": [
55
+ [
56
+ 1.0221090924456515,
57
+ 1.01545682802038,
58
+ 0.9869690473435272,
59
+ 1.037069581011897,
60
+ 1.0359698396459835,
61
+ 1.0192987930523796,
62
+ 1.016091448787416,
63
+ 0.9856390212088015,
64
+ 1.038505984158332,
65
+ 1.0379129504870621,
66
+ 1.0239033714401513,
67
+ 1.0194757702768644,
68
+ 0.9963995753206383,
69
+ 1.020298364999823,
70
+ 1.0423678031147061,
71
+ 1.0277751191583697,
72
+ 1.0205917784397192,
73
+ 1.0135024895112017,
74
+ 1.0892501748798247,
75
+ 1.0432132666589502,
76
+ 1.0172134304654925,
77
+ 1.030895619962752,
78
+ 1.0213433186098346,
79
+ 1.040706012633716,
80
+ 1.0211704714384828,
81
+ 1.010787095001102,
82
+ 1.034569087974703,
83
+ 1.0203462492134936,
84
+ 1.0580364742305262,
85
+ 1.0095797767173902,
86
+ 1.0215170604628103,
87
+ 1.033396337568214,
88
+ 1.0252577264940543,
89
+ 1.0526521075427535,
90
+ 1.017486639545284,
91
+ 1.0521736233720556,
92
+ 1.0188131869714923,
93
+ 1.0087257643396144,
94
+ 1.005460013688893,
95
+ 1.0056139578892642,
96
+ 1.0065387262698673
97
+ ]
98
+ ]
99
+ },
100
+ "width": 128,
101
+ "in_features": 41,
102
+ "out_features": 2,
103
+ "depth": 4,
104
+ "padding": 82,
105
+ "parameters": 60423,
106
+ "cert_evals": {
107
+ "36": 0.6140939593315125,
108
+ "72": 0.48322147130966187,
109
+ "108": 0.3875838816165924,
110
+ "255": 0.05536912754178047
111
+ }
112
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_nucleus_4d/fold_3/result.json ADDED
@@ -0,0 +1,112 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 44,
3
+ "best_val_acc": 0.6987951807228916,
4
+ "test_acc": 0.6955074875207987,
5
+ "train_size": 255,
6
+ "val_size": 166,
7
+ "test_size": 601,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.005023620274509809,
12
+ 0.05012927215686277,
13
+ 0.0774847423529411,
14
+ -0.021592119215686236,
15
+ -0.007278767843137281,
16
+ 0.003806819607843134,
17
+ 0.05070236376470592,
18
+ 0.07836162039215684,
19
+ -0.009335469717647047,
20
+ -0.006452909647058787,
21
+ 0.004313807450980429,
22
+ 0.05239601662745102,
23
+ 0.08761111960784314,
24
+ -0.0006227640392157017,
25
+ -0.011547115941176465,
26
+ 0.007509175294117638,
27
+ 0.049814644431372575,
28
+ 0.09699411058823522,
29
+ -0.020684055294117654,
30
+ -0.014362384509803941,
31
+ 0.03558779360784312,
32
+ 0.0894858222352941,
33
+ -0.09410436105882346,
34
+ 0.07914001066274516,
35
+ 0.05154126003921575,
36
+ -0.0045582715686274125,
37
+ 0.09130289176470592,
38
+ -0.07599903827450982,
39
+ 0.08245660823529415,
40
+ 0.06585250807843139,
41
+ 0.012951737058823532,
42
+ 0.08790382078431377,
43
+ -0.08962203019607844,
44
+ 0.08192444351764702,
45
+ 0.05873899290196081,
46
+ -0.016822436196078434,
47
+ 0.029792561019607842,
48
+ 0.05055904957647062,
49
+ 0.05703265886274507,
50
+ 0.05811358976470591,
51
+ 0.05753943309803923
52
+ ]
53
+ ],
54
+ "std": [
55
+ [
56
+ 1.0010627790031323,
57
+ 1.0340741776327254,
58
+ 1.0363077318633585,
59
+ 1.0137526513667938,
60
+ 1.0497867958856593,
61
+ 1.0059089649290247,
62
+ 1.032934819096642,
63
+ 1.0357871822249751,
64
+ 1.0425743779317471,
65
+ 1.0491455468136368,
66
+ 1.002585949212257,
67
+ 1.0328632642788567,
68
+ 1.0444571310319228,
69
+ 1.0499184939107524,
70
+ 1.0523852884773215,
71
+ 0.9969852155711642,
72
+ 1.036017112451258,
73
+ 1.0641484457194088,
74
+ 1.0260965200086805,
75
+ 1.0600673906871478,
76
+ 1.0132281500555904,
77
+ 1.039987043021767,
78
+ 1.0160272774539016,
79
+ 1.0119553762539002,
80
+ 1.0375407287957723,
81
+ 0.993275249370577,
82
+ 1.0310746092505982,
83
+ 1.0007724139832403,
84
+ 1.01278883373938,
85
+ 1.0152625509246365,
86
+ 0.9763093251846449,
87
+ 1.0267017964861733,
88
+ 0.997823146966079,
89
+ 1.0044670030988905,
90
+ 1.0259705961089964,
91
+ 1.0589413004871364,
92
+ 1.0376978512601307,
93
+ 1.0319158378686013,
94
+ 1.0340480487731072,
95
+ 1.0356155832366485,
96
+ 1.0358388933781137
97
+ ]
98
+ ]
99
+ },
100
+ "width": 128,
101
+ "in_features": 41,
102
+ "out_features": 2,
103
+ "depth": 4,
104
+ "padding": 82,
105
+ "parameters": 60423,
106
+ "cert_evals": {
107
+ "36": 0.5906821489334106,
108
+ "72": 0.4575707018375397,
109
+ "108": 0.31613975763320923,
110
+ "255": 0.04326122999191284
111
+ }
112
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_states_2f/fold_0/result.json ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 12,
3
+ "best_val_acc": 0.9037037037037037,
4
+ "test_acc": 0.8560126582278481,
5
+ "train_size": 255,
6
+ "val_size": 135,
7
+ "test_size": 632,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ 0.01054996298039211,
12
+ 0.027192816941176482,
13
+ -0.04626695749019601,
14
+ -0.0069539579607842475,
15
+ 0.014194326572549003,
16
+ -0.025412450196078348,
17
+ -0.04305473128235293,
18
+ 0.008311279215686227,
19
+ 0.03873141231372549,
20
+ 0.019546130517647062,
21
+ 0.04932295196078433,
22
+ 0.07244258905882356,
23
+ -0.12762710541176478,
24
+ 0.10863675447058822,
25
+ 0.03643630545098045,
26
+ 0.028625162627451017,
27
+ 0.07991438109803928,
28
+ -0.15667811082352961,
29
+ 0.11812816443137263,
30
+ 0.056641581960784365,
31
+ 0.025048539999999987,
32
+ 0.07553784419607842,
33
+ -0.12706123960784313,
34
+ 0.11197763396705882,
35
+ 0.047989735764705894
36
+ ]
37
+ ],
38
+ "std": [
39
+ [
40
+ 1.055902739791254,
41
+ 1.0162268811039923,
42
+ 1.0028684541215303,
43
+ 0.9730091823212302,
44
+ 1.0042568790807076,
45
+ 1.059859315776944,
46
+ 0.9758982735241186,
47
+ 0.988138955008393,
48
+ 1.0133686644339426,
49
+ 1.0143882523728363,
50
+ 1.0032684708282238,
51
+ 1.0660462422249137,
52
+ 1.201916629773772,
53
+ 1.156152673218226,
54
+ 0.9766255498471383,
55
+ 1.0205814664175223,
56
+ 1.0558525489192028,
57
+ 1.2296182126345767,
58
+ 1.1597961969108055,
59
+ 0.9544712645073075,
60
+ 1.0067919810768349,
61
+ 1.0593103623610676,
62
+ 1.2049412432924147,
63
+ 1.1612948832756183,
64
+ 0.9664237104019653
65
+ ]
66
+ ]
67
+ },
68
+ "width": 128,
69
+ "in_features": 25,
70
+ "out_features": 3,
71
+ "depth": 4,
72
+ "padding": 50,
73
+ "parameters": 56456,
74
+ "cert_evals": {
75
+ "36": 0.841772198677063,
76
+ "72": 0.8180379867553711,
77
+ "108": 0.7958860993385315,
78
+ "255": 0.7056962251663208
79
+ }
80
+ }
UCI_N4/ldlt-resnet/runs/oocytes_merluccius_states_2f/fold_1/result.json ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_epoch": 10,
3
+ "best_val_acc": 0.9006622516556292,
4
+ "test_acc": 0.8717532467532467,
5
+ "train_size": 255,
6
+ "val_size": 151,
7
+ "test_size": 616,
8
+ "stats": {
9
+ "mean": [
10
+ [
11
+ -0.039873489411764704,
12
+ 0.06568908627450984,
13
+ -0.08042117858823533,
14
+ -0.07278203247058826,
15
+ 0.031821641215686286,
16
+ 0.042755718431372526,
17
+ 0.005826313725490188,
18
+ 0.07096834100392159,
19
+ 0.027976641294117695,
20
+ -0.0360630005411765,
21
+ 0.08661626117647052,
22
+ -0.01559811278431374,
23
+ -0.0027832955098039194,
24
+ -0.00600242694117644,
25
+ -0.011780795098039233,
26
+ 0.05183837615686276,
27
+ -0.0011791454901960582,
28
+ 0.012773291529411772,
29
+ -0.01314989992156862,
30
+ 0.009224545098039242,
31
+ 0.0690001321568627,
32
+ -0.0190796969803922,
33
+ 0.013153878745098036,
34
+ -0.02286682056078435,
35
+ 6.883568627453327e-05
36
+ ]
37
+ ],
38
+ "std": [
39
+ [
40
+ 0.9701687420411181,
41
+ 0.9794453617880473,
42
+ 0.9813443525023554,
43
+ 0.9595676757646171,
44
+ 1.003115552689647,
45
+ 0.9711996996585899,
46
+ 0.96070065028928,
47
+ 0.9964287871578288,
48
+ 0.9706304482097151,
49
+ 0.9607876088942564,
50
+ 0.9996288496718735,
51
+ 1.0168336786919916,
52
+ 1.0395937464726017,
53
+ 1.0511176984743116,
54
+ 0.9543421247886298,
55
+ 0.9888423590787397,
56
+ 0.9945618062244868,
57
+ 0.993182419256565,
58
+ 0.9977759822780166,
59
+ 0.9466357052699218,
60
+ 0.970268559194868,
61
+ 0.9921749035989086,
62
+ 0.9919171706653837,
63
+ 0.9992337881273372,
64
+ 0.9493328232926572
65
+ ]
66
+ ]
67
+ },
68
+ "width": 128,
69
+ "in_features": 25,
70
+ "out_features": 3,
71
+ "depth": 4,
72
+ "padding": 50,
73
+ "parameters": 56456,
74
+ "cert_evals": {
75
+ "36": 0.8620129823684692,
76
+ "72": 0.8474025726318359,
77
+ "108": 0.8327922224998474,
78
+ "255": 0.7029221057891846
79
+ }
80
+ }