ABrain-One commited on
Commit
fcbb162
·
verified ·
1 Parent(s): 636a306

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. test/stat/train/img-classification_celeba-gender_acc_RegNet/11.json +83 -0
  2. test/stat/train/img-classification_celeba-gender_acc_RegNet/15.json +74 -0
  3. test/stat/train/img-classification_celeba-gender_acc_RegNet/16.json +74 -0
  4. test/stat/train/img-classification_celeba-gender_acc_RegNet/2.json +209 -0
  5. test/stat/train/img-classification_celeba-gender_acc_RegNet/24.json +56 -0
  6. test/stat/train/img-classification_celeba-gender_acc_RegNet/25.json +56 -0
  7. test/stat/train/img-classification_celeba-gender_acc_RegNet/26.json +56 -0
  8. test/stat/train/img-classification_celeba-gender_acc_RegNet/27.json +56 -0
  9. test/stat/train/img-classification_celeba-gender_acc_RegNet/28.json +56 -0
  10. test/stat/train/img-classification_celeba-gender_acc_RegNet/29.json +56 -0
  11. test/stat/train/img-classification_celeba-gender_acc_RegNet/30.json +56 -0
  12. test/stat/train/img-classification_celeba-gender_acc_RegNet/32.json +56 -0
  13. test/stat/train/img-classification_celeba-gender_acc_RegNet/33.json +56 -0
  14. test/stat/train/img-classification_celeba-gender_acc_RegNet/34.json +56 -0
  15. test/stat/train/img-classification_celeba-gender_acc_RegNet/35.json +56 -0
  16. test/stat/train/img-classification_celeba-gender_acc_RegNet/39.json +56 -0
  17. test/stat/train/img-classification_celeba-gender_acc_RegNet/42.json +56 -0
  18. test/stat/train/img-classification_celeba-gender_acc_RegNet/44.json +56 -0
  19. test/stat/train/img-classification_celeba-gender_acc_RegNet/49.json +56 -0
  20. test/stat/train/img-classification_celeba-gender_acc_RegNet/50.json +56 -0
  21. test/stat/train/img-classification_celeba-gender_acc_RegNet/7.json +83 -0
  22. test/stat/train/img-classification_celeba-gender_acc_RegNet/8.json +83 -0
  23. test/stat/train/img-classification_celeba-gender_acc_RegNet/9.json +83 -0
  24. test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/1.json +12 -0
  25. test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/2.json +12 -0
  26. test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/3.json +12 -0
  27. test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/4.json +12 -0
  28. test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/5.json +12 -0
  29. test/stat/train/img-classification_celeba-gender_acc_alt-b161d3a16692fb3e92b3af0bdd930f23/1.json +13 -0
  30. test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/1.json +73 -0
  31. test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/2.json +52 -0
  32. test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/3.json +52 -0
  33. test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/4.json +52 -0
  34. test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/5.json +52 -0
  35. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/1.json +52 -0
  36. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/2.json +42 -0
  37. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/3.json +42 -0
  38. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/4.json +42 -0
  39. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/5.json +42 -0
  40. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-8fe83ed54b12d3aca7d62e11bdc7c714/1.json +12 -0
  41. test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-e552836af83a13d74f37d60e387c88b9/1.json +22 -0
  42. test/stat/train/img-classification_celeba-gender_acc_del-d71539ac33997902115c5bb34cbacd5f/1.json +13 -0
  43. test/stat/train/img-classification_celeba-gender_acc_ga-624/1.json +52 -0
  44. test/stat/train/img-classification_celeba-gender_acc_ga-624/2.json +52 -0
  45. test/stat/train/img-classification_celeba-gender_acc_ga-624/3.json +52 -0
  46. test/stat/train/img-classification_celeba-gender_acc_ga-624/4.json +52 -0
  47. test/stat/train/img-classification_celeba-gender_acc_ga-624/5.json +52 -0
  48. test/stat/train/img-classification_celeba-gender_acc_ga-892/1.json +82 -0
  49. test/stat/train/img-classification_celeba-gender_acc_ga-892/3.json +72 -0
  50. test/stat/train/img-classification_celeba-gender_acc_ga-892/5.json +72 -0
test/stat/train/img-classification_celeba-gender_acc_RegNet/11.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9720969842701133,
4
+ "batch": 64,
5
+ "duration": 5401396493514,
6
+ "lr": 0.05768925654449061,
7
+ "momentum": 0.3714878879477951,
8
+ "transform": "echo_512_flip",
9
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
10
+ },
11
+ {
12
+ "accuracy": 0.9676886083558761,
13
+ "batch": 128,
14
+ "duration": 1909216994355,
15
+ "lr": 0.21094270452825517,
16
+ "momentum": 0.8576524651522284,
17
+ "transform": "echo_128_flip",
18
+ "uid": "8ad3ec1671acaffa32bfdbf999f2224e"
19
+ },
20
+ {
21
+ "accuracy": 0.9649834685903216,
22
+ "batch": 128,
23
+ "duration": 2128096301663,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.9585712854423405,
31
+ "batch": 8,
32
+ "duration": 2324342715885,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9539124336238853,
40
+ "batch": 32,
41
+ "duration": 702973541170,
42
+ "lr": 0.0006362595624721511,
43
+ "momentum": 0.9143926876323634,
44
+ "transform": "norm_64_flip",
45
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
46
+ },
47
+ {
48
+ "accuracy": 0.933774170924757,
49
+ "batch": 4096,
50
+ "duration": 2000314814003,
51
+ "lr": 0.029032211691329593,
52
+ "momentum": 0.7635553304688163,
53
+ "transform": "echo_32",
54
+ "uid": "f48401218bf85c3002286352f1409454"
55
+ },
56
+ {
57
+ "accuracy": 0.7723174030658251,
58
+ "batch": 512,
59
+ "duration": 1486541156691,
60
+ "lr": 0.0028493528230840023,
61
+ "momentum": 0.3693228783222088,
62
+ "transform": "norm_256",
63
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
64
+ },
65
+ {
66
+ "accuracy": 0.7180643222122032,
67
+ "batch": 128,
68
+ "duration": 893039999443,
69
+ "lr": 0.00028680587686523586,
70
+ "momentum": 0.6371349861584625,
71
+ "transform": "norm",
72
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
73
+ },
74
+ {
75
+ "accuracy": 0.6164712954613766,
76
+ "batch": 128,
77
+ "duration": 606740620174,
78
+ "lr": 0.00018513975163156807,
79
+ "momentum": 0.3961834465120815,
80
+ "transform": "echo_64",
81
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
82
+ }
83
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/15.json ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9663360384730989,
4
+ "batch": 64,
5
+ "duration": 7365724438986,
6
+ "lr": 0.05768925654449061,
7
+ "momentum": 0.3714878879477951,
8
+ "transform": "echo_512_flip",
9
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
10
+ },
11
+ {
12
+ "accuracy": 0.9658350866646629,
13
+ "batch": 128,
14
+ "duration": 2893098750416,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9598236649634305,
22
+ "batch": 32,
23
+ "duration": 951272350612,
24
+ "lr": 0.0006362595624721511,
25
+ "momentum": 0.9143926876323634,
26
+ "transform": "norm_64_flip",
27
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
28
+ },
29
+ {
30
+ "accuracy": 0.9458972046889089,
31
+ "batch": 8,
32
+ "duration": 3168582041503,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9430918745616672,
40
+ "batch": 4096,
41
+ "duration": 2723444506617,
42
+ "lr": 0.029032211691329593,
43
+ "momentum": 0.7635553304688163,
44
+ "transform": "echo_32",
45
+ "uid": "f48401218bf85c3002286352f1409454"
46
+ },
47
+ {
48
+ "accuracy": 0.8193066826971246,
49
+ "batch": 512,
50
+ "duration": 2026675605413,
51
+ "lr": 0.0028493528230840023,
52
+ "momentum": 0.3693228783222088,
53
+ "transform": "norm_256",
54
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
55
+ },
56
+ {
57
+ "accuracy": 0.7383027752730187,
58
+ "batch": 128,
59
+ "duration": 1217820688713,
60
+ "lr": 0.00028680587686523586,
61
+ "momentum": 0.6371349861584625,
62
+ "transform": "norm",
63
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
64
+ },
65
+ {
66
+ "accuracy": 0.6311992786293958,
67
+ "batch": 128,
68
+ "duration": 826876547702,
69
+ "lr": 0.00018513975163156807,
70
+ "momentum": 0.3961834465120815,
71
+ "transform": "echo_64",
72
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
73
+ }
74
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/16.json ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9753030758441038,
4
+ "batch": 64,
5
+ "duration": 7856516557084,
6
+ "lr": 0.05768925654449061,
7
+ "momentum": 0.3714878879477951,
8
+ "transform": "echo_512_flip",
9
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
10
+ },
11
+ {
12
+ "accuracy": 0.9631299468991084,
13
+ "batch": 128,
14
+ "duration": 3028370307166,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9582206191764352,
22
+ "batch": 32,
23
+ "duration": 1014187532533,
24
+ "lr": 0.0006362595624721511,
25
+ "momentum": 0.9143926876323634,
26
+ "transform": "norm_64_flip",
27
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
28
+ },
29
+ {
30
+ "accuracy": 0.9575192866446248,
31
+ "batch": 8,
32
+ "duration": 3379074702635,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9404869251577999,
40
+ "batch": 4096,
41
+ "duration": 2904186878607,
42
+ "lr": 0.029032211691329593,
43
+ "momentum": 0.7635553304688163,
44
+ "transform": "echo_32",
45
+ "uid": "f48401218bf85c3002286352f1409454"
46
+ },
47
+ {
48
+ "accuracy": 0.8287245766957219,
49
+ "batch": 512,
50
+ "duration": 2161758213377,
51
+ "lr": 0.0028493528230840023,
52
+ "momentum": 0.3693228783222088,
53
+ "transform": "norm_256",
54
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
55
+ },
56
+ {
57
+ "accuracy": 0.7455164813144975,
58
+ "batch": 128,
59
+ "duration": 1298912731453,
60
+ "lr": 0.00028680587686523586,
61
+ "momentum": 0.6371349861584625,
62
+ "transform": "norm",
63
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
64
+ },
65
+ {
66
+ "accuracy": 0.6316501352569883,
67
+ "batch": 128,
68
+ "duration": 882136755427,
69
+ "lr": 0.00018513975163156807,
70
+ "momentum": 0.3961834465120815,
71
+ "transform": "echo_64",
72
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
73
+ }
74
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/2.json ADDED
@@ -0,0 +1,209 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9649834685903216,
4
+ "batch": 128,
5
+ "duration": 456546248493,
6
+ "lr": 0.21094270452825517,
7
+ "momentum": 0.8576524651522284,
8
+ "transform": "echo_128_flip",
9
+ "uid": "8ad3ec1671acaffa32bfdbf999f2224e"
10
+ },
11
+ {
12
+ "accuracy": 0.9634305179841699,
13
+ "batch": 32,
14
+ "duration": 332008811636,
15
+ "lr": 0.28178689907967097,
16
+ "momentum": 0.8243442562455882,
17
+ "transform": "echo_299_flip",
18
+ "uid": "df53cf7153161c87467855a5f6f9cc82"
19
+ },
20
+ {
21
+ "accuracy": 0.9630798517182647,
22
+ "batch": 16,
23
+ "duration": 213764586875,
24
+ "lr": 0.0451825608484061,
25
+ "momentum": 0.22528131565257303,
26
+ "transform": "norm_64",
27
+ "uid": "b4c85c5bd4508acdd32fa0d816530d21"
28
+ },
29
+ {
30
+ "accuracy": 0.9586714758040277,
31
+ "batch": 64,
32
+ "duration": 980978192625,
33
+ "lr": 0.05768925654449061,
34
+ "momentum": 0.3714878879477951,
35
+ "transform": "echo_512_flip",
36
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
37
+ },
38
+ {
39
+ "accuracy": 0.9571686203787195,
40
+ "batch": 32,
41
+ "duration": 114292378723,
42
+ "lr": 0.9336688510301758,
43
+ "momentum": 0.5708147705822555,
44
+ "transform": "echo_64",
45
+ "uid": "0e8b4c71fdcc1255862ce7ae62f15ff9"
46
+ },
47
+ {
48
+ "accuracy": 0.9527602444644825,
49
+ "batch": 512,
50
+ "duration": 68948081333,
51
+ "lr": 0.10823756057689246,
52
+ "momentum": 0.4269282873753717,
53
+ "transform": "echo_64_flip",
54
+ "uid": "e79e598ac67ea6c72db8c2b4483956b8"
55
+ },
56
+ {
57
+ "accuracy": 0.950055104698928,
58
+ "batch": 128,
59
+ "duration": 387248231812,
60
+ "lr": 0.3183675319240392,
61
+ "momentum": 0.3355227740388226,
62
+ "transform": "norm_32",
63
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
64
+ },
65
+ {
66
+ "accuracy": 0.9363791203286244,
67
+ "batch": 8,
68
+ "duration": 1065473430801,
69
+ "lr": 0.020127755124966177,
70
+ "momentum": 0.81359776282585,
71
+ "transform": "norm_512_flip",
72
+ "uid": "60a4a1c03be2ebb14ea5260216aff780"
73
+ },
74
+ {
75
+ "accuracy": 0.9305680793507665,
76
+ "batch": 8,
77
+ "duration": 425076870788,
78
+ "lr": 0.020918340479223654,
79
+ "momentum": 0.6583272078031723,
80
+ "transform": "echo_32",
81
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
82
+ },
83
+ {
84
+ "accuracy": 0.9274120829576195,
85
+ "batch": 4,
86
+ "duration": 1354004294717,
87
+ "lr": 0.9170267724161911,
88
+ "momentum": 0.8016898385414486,
89
+ "transform": "echo_512_flip",
90
+ "uid": "028148e3c1b26fde29a478cae9541011"
91
+ },
92
+ {
93
+ "accuracy": 0.9233543733092876,
94
+ "batch": 32,
95
+ "duration": 1016643021481,
96
+ "lr": 0.009105001136040777,
97
+ "momentum": 0.5272673644546011,
98
+ "transform": "norm_flip",
99
+ "uid": "cb5b88385f08810a15d901eb1a9a148e"
100
+ },
101
+ {
102
+ "accuracy": 0.7021340547039375,
103
+ "batch": 32,
104
+ "duration": 127342992917,
105
+ "lr": 0.0006362595624721511,
106
+ "momentum": 0.9143926876323634,
107
+ "transform": "norm_64_flip",
108
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
109
+ },
110
+ {
111
+ "accuracy": 0.677086464282136,
112
+ "batch": 4,
113
+ "duration": 943099815478,
114
+ "lr": 0.0001336484119314103,
115
+ "momentum": 0.8149895911538497,
116
+ "transform": "echo_299_flip",
117
+ "uid": "994ea927d3080080c66fa81f05f91e89"
118
+ },
119
+ {
120
+ "accuracy": 0.6472798316801923,
121
+ "batch": 4096,
122
+ "duration": 362043555461,
123
+ "lr": 0.029032211691329593,
124
+ "momentum": 0.7635553304688163,
125
+ "transform": "echo_32",
126
+ "uid": "f48401218bf85c3002286352f1409454"
127
+ },
128
+ {
129
+ "accuracy": 0.6427712654042681,
130
+ "batch": 512,
131
+ "duration": 270501319949,
132
+ "lr": 0.0028493528230840023,
133
+ "momentum": 0.3693228783222088,
134
+ "transform": "norm_256",
135
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
136
+ },
137
+ {
138
+ "accuracy": 0.6136659653341349,
139
+ "batch": 32,
140
+ "duration": 115012095273,
141
+ "lr": 0.00015538366984435106,
142
+ "momentum": 0.7232323624650424,
143
+ "transform": "echo_64_flip",
144
+ "uid": "f2c849c1a2bcacf2c23ece4fa87f4eb5"
145
+ },
146
+ {
147
+ "accuracy": 0.613515679791604,
148
+ "batch": 16,
149
+ "duration": 204606271323,
150
+ "lr": 0.9654186120708991,
151
+ "momentum": 0.45503325003691186,
152
+ "transform": "echo_32_flip",
153
+ "uid": "37242df568b55367f41fcff0923231c8"
154
+ },
155
+ {
156
+ "accuracy": 0.612513776174732,
157
+ "batch": 4,
158
+ "duration": 1252793101437,
159
+ "lr": 1.516540245853876e-05,
160
+ "momentum": 0.1704702197809973,
161
+ "transform": "echo_64_flip",
162
+ "uid": "d42dd5f7d254b7372d2265ed81a406d3"
163
+ },
164
+ {
165
+ "accuracy": 0.6121130147279832,
166
+ "batch": 128,
167
+ "duration": 109378519734,
168
+ "lr": 0.00018513975163156807,
169
+ "momentum": 0.3961834465120815,
170
+ "transform": "echo_64",
171
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
172
+ },
173
+ {
174
+ "accuracy": 0.6116120629195472,
175
+ "batch": 16,
176
+ "duration": 548575189568,
177
+ "lr": 2.872871767806516e-05,
178
+ "momentum": 0.014567070156519923,
179
+ "transform": "echo_flip",
180
+ "uid": "be5a727fab7cc99dec3ec445aabbee74"
181
+ },
182
+ {
183
+ "accuracy": 0.6114617773770163,
184
+ "batch": 32,
185
+ "duration": 242121918719,
186
+ "lr": 4.4574897854873414e-05,
187
+ "momentum": 0.1361281056863891,
188
+ "transform": "norm_256",
189
+ "uid": "910500d6b31bacc1927bc92611b62a1f"
190
+ },
191
+ {
192
+ "accuracy": 0.6114617773770163,
193
+ "batch": 128,
194
+ "duration": 162222932593,
195
+ "lr": 0.00028680587686523586,
196
+ "momentum": 0.6371349861584625,
197
+ "transform": "norm",
198
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
199
+ },
200
+ {
201
+ "accuracy": 0.6096583508666467,
202
+ "batch": 16,
203
+ "duration": 945808506763,
204
+ "lr": 4.4393259566958056e-05,
205
+ "momentum": 0.13456396710579044,
206
+ "transform": "norm_512",
207
+ "uid": "71d0bbe0d9e5ef0fbf8926bc72cf6585"
208
+ }
209
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/24.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9664863240156297,
4
+ "batch": 8,
5
+ "duration": 5070022482481,
6
+ "lr": 0.020918340479223654,
7
+ "momentum": 0.6583272078031723,
8
+ "transform": "echo_32",
9
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
10
+ },
11
+ {
12
+ "accuracy": 0.9653341348562269,
13
+ "batch": 32,
14
+ "duration": 1516238800011,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9638312794309187,
22
+ "batch": 128,
23
+ "duration": 4111558905122,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.9414387335938282,
31
+ "batch": 4096,
32
+ "duration": 4887529513504,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.8905921250375713,
40
+ "batch": 512,
41
+ "duration": 3245456200679,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6557459172427612,
49
+ "batch": 128,
50
+ "duration": 1319131177987,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/25.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.96468289750526,
4
+ "batch": 8,
5
+ "duration": 5280959473166,
6
+ "lr": 0.020918340479223654,
7
+ "momentum": 0.6583272078031723,
8
+ "transform": "echo_32",
9
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
10
+ },
11
+ {
12
+ "accuracy": 0.9638813746117624,
13
+ "batch": 128,
14
+ "duration": 4246664121965,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9636308987075444,
22
+ "batch": 32,
23
+ "duration": 1580806358305,
24
+ "lr": 0.0006362595624721511,
25
+ "momentum": 0.9143926876323634,
26
+ "transform": "norm_64_flip",
27
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
28
+ },
29
+ {
30
+ "accuracy": 0.9369802624987477,
31
+ "batch": 4096,
32
+ "duration": 5148375928238,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.898206592525799,
40
+ "batch": 512,
41
+ "duration": 3380688400928,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.655645726881074,
49
+ "batch": 128,
50
+ "duration": 1374073331501,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/26.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9653341348562269,
4
+ "batch": 128,
5
+ "duration": 4370955804296,
6
+ "lr": 0.3183675319240392,
7
+ "momentum": 0.3355227740388226,
8
+ "transform": "norm_32",
9
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
10
+ },
11
+ {
12
+ "accuracy": 0.9640817553351367,
13
+ "batch": 32,
14
+ "duration": 1646927948646,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9500050095180843,
22
+ "batch": 8,
23
+ "duration": 5491515927740,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9387836890091174,
31
+ "batch": 4096,
32
+ "duration": 5410819565268,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.8992084961426711,
40
+ "batch": 512,
41
+ "duration": 3515891316679,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6592525799018134,
49
+ "batch": 128,
50
+ "duration": 1428645800337,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/27.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9650836589520089,
4
+ "batch": 32,
5
+ "duration": 1711815470958,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9640316601542932,
13
+ "batch": 128,
14
+ "duration": 4497206705930,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9596733794208997,
22
+ "batch": 8,
23
+ "duration": 5701549918935,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9365294058711552,
31
+ "batch": 4096,
32
+ "duration": 5673508201291,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9031660154293157,
40
+ "batch": 512,
41
+ "duration": 3650931770599,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.665364191964733,
49
+ "batch": 128,
50
+ "duration": 1483780457817,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/28.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9671375613665966,
4
+ "batch": 32,
5
+ "duration": 1777054007711,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9658851818455064,
13
+ "batch": 128,
14
+ "duration": 4621436838841,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9619777577397054,
22
+ "batch": 8,
23
+ "duration": 5912773393154,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9406372107003306,
31
+ "batch": 4096,
32
+ "duration": 5935617641912,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9064722973649935,
40
+ "batch": 512,
41
+ "duration": 3786316680229,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6623083859332732,
49
+ "batch": 128,
50
+ "duration": 1537872328456,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/29.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9666366095581606,
4
+ "batch": 32,
5
+ "duration": 1842874146325,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9658350866646629,
13
+ "batch": 128,
14
+ "duration": 4746362965505,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9413385432321411,
22
+ "batch": 4096,
23
+ "duration": 6198665110784,
24
+ "lr": 0.029032211691329593,
25
+ "momentum": 0.7635553304688163,
26
+ "transform": "echo_32",
27
+ "uid": "f48401218bf85c3002286352f1409454"
28
+ },
29
+ {
30
+ "accuracy": 0.9362789299669372,
31
+ "batch": 8,
32
+ "duration": 6124221310190,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.908426009417894,
40
+ "batch": 512,
41
+ "duration": 3921490845005,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6710249474000601,
49
+ "batch": 128,
50
+ "duration": 1592435119032,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/30.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9657348963029756,
4
+ "batch": 128,
5
+ "duration": 4871613928791,
6
+ "lr": 0.3183675319240392,
7
+ "momentum": 0.3355227740388226,
8
+ "transform": "norm_32",
9
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
10
+ },
11
+ {
12
+ "accuracy": 0.9652840396753832,
13
+ "batch": 32,
14
+ "duration": 1905976955958,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9399859733493638,
22
+ "batch": 4096,
23
+ "duration": 6461161037195,
24
+ "lr": 0.029032211691329593,
25
+ "momentum": 0.7635553304688163,
26
+ "transform": "echo_32",
27
+ "uid": "f48401218bf85c3002286352f1409454"
28
+ },
29
+ {
30
+ "accuracy": 0.9398857829876766,
31
+ "batch": 8,
32
+ "duration": 6335341771791,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9136860034064723,
40
+ "batch": 512,
41
+ "duration": 4056649728568,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6719767558360885,
49
+ "batch": 128,
50
+ "duration": 1647353168643,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/32.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9662859432922553,
4
+ "batch": 32,
5
+ "duration": 2034510847887,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9645827071435727,
13
+ "batch": 128,
14
+ "duration": 5122292074619,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9605750926760845,
22
+ "batch": 8,
23
+ "duration": 6758303822836,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9425909227532311,
31
+ "batch": 4096,
32
+ "duration": 6979087759908,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9197976154693919,
40
+ "batch": 512,
41
+ "duration": 4326840476769,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6798416992285342,
49
+ "batch": 128,
50
+ "duration": 1756171247670,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/33.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.965183849313696,
4
+ "batch": 32,
5
+ "duration": 2097339750451,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.964933373409478,
13
+ "batch": 128,
14
+ "duration": 5247981636180,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9411381625087667,
22
+ "batch": 8,
23
+ "duration": 6970070194617,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9382827372006813,
31
+ "batch": 4096,
32
+ "duration": 7230258421088,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9168419997996192,
40
+ "batch": 512,
41
+ "duration": 4461878939897,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6841999799619277,
49
+ "batch": 128,
50
+ "duration": 1810701212056,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/34.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9658350866646629,
4
+ "batch": 32,
5
+ "duration": 2160294503766,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9654343252179141,
13
+ "batch": 128,
14
+ "duration": 5372294999841,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9648832782286344,
22
+ "batch": 8,
23
+ "duration": 7180948291586,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9392846408175534,
31
+ "batch": 4096,
32
+ "duration": 7416125998024,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9228534215008516,
40
+ "batch": 512,
41
+ "duration": 4598071209003,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6836489329726481,
49
+ "batch": 128,
50
+ "duration": 1865007671016,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/35.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9662358481114117,
4
+ "batch": 8,
5
+ "duration": 7391772483932,
6
+ "lr": 0.020918340479223654,
7
+ "momentum": 0.6583272078031723,
8
+ "transform": "echo_32",
9
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
10
+ },
11
+ {
12
+ "accuracy": 0.9657849914838192,
13
+ "batch": 32,
14
+ "duration": 2223595669051,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9641819456968239,
22
+ "batch": 128,
23
+ "duration": 5496993941410,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.9413886384129847,
31
+ "batch": 4096,
32
+ "duration": 7618170081730,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9251077046388138,
40
+ "batch": 512,
41
+ "duration": 4733481881805,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6862538823765154,
49
+ "batch": 128,
50
+ "duration": 1920130960484,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/39.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9650335637711652,
4
+ "batch": 32,
5
+ "duration": 2473556070259,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9627291854523595,
13
+ "batch": 128,
14
+ "duration": 5997786432653,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9597735697825869,
22
+ "batch": 8,
23
+ "duration": 8237869210165,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9367798817753732,
31
+ "batch": 4096,
32
+ "duration": 8414891896267,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9278128444043683,
40
+ "batch": 512,
41
+ "duration": 5273685278005,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.6994790101192265,
49
+ "batch": 128,
50
+ "duration": 2139586202681,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/42.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9662859432922553,
4
+ "batch": 32,
5
+ "duration": 2661782086033,
6
+ "lr": 0.0006362595624721511,
7
+ "momentum": 0.9143926876323634,
8
+ "transform": "norm_64_flip",
9
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
10
+ },
11
+ {
12
+ "accuracy": 0.9639815649734496,
13
+ "batch": 128,
14
+ "duration": 6372080600442,
15
+ "lr": 0.3183675319240392,
16
+ "momentum": 0.3355227740388226,
17
+ "transform": "norm_32",
18
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
19
+ },
20
+ {
21
+ "accuracy": 0.9507564372307384,
22
+ "batch": 8,
23
+ "duration": 8871559459908,
24
+ "lr": 0.020918340479223654,
25
+ "momentum": 0.6583272078031723,
26
+ "transform": "echo_32",
27
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
28
+ },
29
+ {
30
+ "accuracy": 0.9421400661256387,
31
+ "batch": 4096,
32
+ "duration": 8795930426473,
33
+ "lr": 0.029032211691329593,
34
+ "momentum": 0.7635553304688163,
35
+ "transform": "echo_32",
36
+ "uid": "f48401218bf85c3002286352f1409454"
37
+ },
38
+ {
39
+ "accuracy": 0.9328223624887286,
40
+ "batch": 512,
41
+ "duration": 5679520290570,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.7088468089369803,
49
+ "batch": 128,
50
+ "duration": 2304536959137,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/44.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9660855625688809,
4
+ "batch": 128,
5
+ "duration": 6623701238409,
6
+ "lr": 0.3183675319240392,
7
+ "momentum": 0.3355227740388226,
8
+ "transform": "norm_32",
9
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
10
+ },
11
+ {
12
+ "accuracy": 0.9645827071435727,
13
+ "batch": 32,
14
+ "duration": 2787139603258,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9431419697425107,
22
+ "batch": 4096,
23
+ "duration": 9059855591431,
24
+ "lr": 0.029032211691329593,
25
+ "momentum": 0.7635553304688163,
26
+ "transform": "echo_32",
27
+ "uid": "f48401218bf85c3002286352f1409454"
28
+ },
29
+ {
30
+ "accuracy": 0.9422903516681695,
31
+ "batch": 8,
32
+ "duration": 9293265399336,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.933022743212103,
40
+ "batch": 512,
41
+ "duration": 5949898053228,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.717212704137862,
49
+ "batch": 128,
50
+ "duration": 2413956201994,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/49.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9650836589520089,
4
+ "batch": 128,
5
+ "duration": 7251100637104,
6
+ "lr": 0.3183675319240392,
7
+ "momentum": 0.3355227740388226,
8
+ "transform": "norm_32",
9
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
10
+ },
11
+ {
12
+ "accuracy": 0.9645326119627292,
13
+ "batch": 32,
14
+ "duration": 3100141941827,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9437932070934776,
22
+ "batch": 4096,
23
+ "duration": 9721273984355,
24
+ "lr": 0.029032211691329593,
25
+ "momentum": 0.7635553304688163,
26
+ "transform": "echo_32",
27
+ "uid": "f48401218bf85c3002286352f1409454"
28
+ },
29
+ {
30
+ "accuracy": 0.9429415890191364,
31
+ "batch": 8,
32
+ "duration": 10355226973727,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9352770263500652,
40
+ "batch": 512,
41
+ "duration": 6626000786516,
42
+ "lr": 0.0028493528230840023,
43
+ "momentum": 0.3693228783222088,
44
+ "transform": "norm_256",
45
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
46
+ },
47
+ {
48
+ "accuracy": 0.7256787897004309,
49
+ "batch": 128,
50
+ "duration": 2687917182350,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/50.json ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9641318505159804,
4
+ "batch": 128,
5
+ "duration": 7376819382853,
6
+ "lr": 0.3183675319240392,
7
+ "momentum": 0.3355227740388226,
8
+ "transform": "norm_32",
9
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
10
+ },
11
+ {
12
+ "accuracy": 0.9632802324416391,
13
+ "batch": 32,
14
+ "duration": 3162862157431,
15
+ "lr": 0.0006362595624721511,
16
+ "momentum": 0.9143926876323634,
17
+ "transform": "norm_64_flip",
18
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
19
+ },
20
+ {
21
+ "accuracy": 0.9443442540827572,
22
+ "batch": 4096,
23
+ "duration": 9853211975157,
24
+ "lr": 0.029032211691329593,
25
+ "momentum": 0.7635553304688163,
26
+ "transform": "echo_32",
27
+ "uid": "f48401218bf85c3002286352f1409454"
28
+ },
29
+ {
30
+ "accuracy": 0.934275122733193,
31
+ "batch": 512,
32
+ "duration": 6761005861809,
33
+ "lr": 0.0028493528230840023,
34
+ "momentum": 0.3693228783222088,
35
+ "transform": "norm_256",
36
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
37
+ },
38
+ {
39
+ "accuracy": 0.9186955214908326,
40
+ "batch": 8,
41
+ "duration": 10565460297326,
42
+ "lr": 0.020918340479223654,
43
+ "momentum": 0.6583272078031723,
44
+ "transform": "echo_32",
45
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
46
+ },
47
+ {
48
+ "accuracy": 0.7343953511672177,
49
+ "batch": 128,
50
+ "duration": 2742834347528,
51
+ "lr": 0.00018513975163156807,
52
+ "momentum": 0.3961834465120815,
53
+ "transform": "echo_64",
54
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
55
+ }
56
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/7.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9758541228333835,
4
+ "batch": 64,
5
+ "duration": 3436420627346,
6
+ "lr": 0.05768925654449061,
7
+ "momentum": 0.3714878879477951,
8
+ "transform": "echo_512_flip",
9
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
10
+ },
11
+ {
12
+ "accuracy": 0.9690912734194971,
13
+ "batch": 128,
14
+ "duration": 1358234439265,
15
+ "lr": 0.21094270452825517,
16
+ "momentum": 0.8576524651522284,
17
+ "transform": "echo_128_flip",
18
+ "uid": "8ad3ec1671acaffa32bfdbf999f2224e"
19
+ },
20
+ {
21
+ "accuracy": 0.9630297565374211,
22
+ "batch": 128,
23
+ "duration": 1355343613384,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.955214908325819,
31
+ "batch": 8,
32
+ "duration": 1481105960687,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9361286444244064,
40
+ "batch": 32,
41
+ "duration": 452901151185,
42
+ "lr": 0.0006362595624721511,
43
+ "momentum": 0.9143926876323634,
44
+ "transform": "norm_64_flip",
45
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
46
+ },
47
+ {
48
+ "accuracy": 0.9244063721070033,
49
+ "batch": 4096,
50
+ "duration": 1281585111017,
51
+ "lr": 0.029032211691329593,
52
+ "momentum": 0.7635553304688163,
53
+ "transform": "echo_32",
54
+ "uid": "f48401218bf85c3002286352f1409454"
55
+ },
56
+ {
57
+ "accuracy": 0.7149584209998998,
58
+ "batch": 512,
59
+ "duration": 945607508865,
60
+ "lr": 0.0028493528230840023,
61
+ "momentum": 0.3693228783222088,
62
+ "transform": "norm_256",
63
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
64
+ },
65
+ {
66
+ "accuracy": 0.6756337040376715,
67
+ "batch": 128,
68
+ "duration": 568045879358,
69
+ "lr": 0.00028680587686523586,
70
+ "momentum": 0.6371349861584625,
71
+ "transform": "norm",
72
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
73
+ },
74
+ {
75
+ "accuracy": 0.6132151087065424,
76
+ "batch": 128,
77
+ "duration": 386299415761,
78
+ "lr": 0.00018513975163156807,
79
+ "momentum": 0.3961834465120815,
80
+ "transform": "echo_64",
81
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
82
+ }
83
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/8.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9738002204187957,
4
+ "batch": 128,
5
+ "duration": 1495425721214,
6
+ "lr": 0.21094270452825517,
7
+ "momentum": 0.8576524651522284,
8
+ "transform": "echo_128_flip",
9
+ "uid": "8ad3ec1671acaffa32bfdbf999f2224e"
10
+ },
11
+ {
12
+ "accuracy": 0.971245366195772,
13
+ "batch": 64,
14
+ "duration": 3927367225455,
15
+ "lr": 0.05768925654449061,
16
+ "momentum": 0.3714878879477951,
17
+ "transform": "echo_512_flip",
18
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
19
+ },
20
+ {
21
+ "accuracy": 0.9648832782286344,
22
+ "batch": 128,
23
+ "duration": 1553351583131,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.9510570083158,
31
+ "batch": 8,
32
+ "duration": 1691868047348,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9406873058811742,
40
+ "batch": 32,
41
+ "duration": 515236049069,
42
+ "lr": 0.0006362595624721511,
43
+ "momentum": 0.9143926876323634,
44
+ "transform": "norm_64_flip",
45
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
46
+ },
47
+ {
48
+ "accuracy": 0.9272617974150886,
49
+ "batch": 4096,
50
+ "duration": 1459959539001,
51
+ "lr": 0.029032211691329593,
52
+ "momentum": 0.7635553304688163,
53
+ "transform": "echo_32",
54
+ "uid": "f48401218bf85c3002286352f1409454"
55
+ },
56
+ {
57
+ "accuracy": 0.7202184149884782,
58
+ "batch": 512,
59
+ "duration": 1080724568594,
60
+ "lr": 0.0028493528230840023,
61
+ "momentum": 0.3693228783222088,
62
+ "transform": "norm_256",
63
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
64
+ },
65
+ {
66
+ "accuracy": 0.6875563570784491,
67
+ "batch": 128,
68
+ "duration": 649328923537,
69
+ "lr": 0.00028680587686523586,
70
+ "momentum": 0.6371349861584625,
71
+ "transform": "norm",
72
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
73
+ },
74
+ {
75
+ "accuracy": 0.6144674882276325,
76
+ "batch": 128,
77
+ "duration": 440608957747,
78
+ "lr": 0.00018513975163156807,
79
+ "momentum": 0.3961834465120815,
80
+ "transform": "echo_64",
81
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
82
+ }
83
+ ]
test/stat/train/img-classification_celeba-gender_acc_RegNet/9.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9747520288548241,
4
+ "batch": 128,
5
+ "duration": 1633258698605,
6
+ "lr": 0.21094270452825517,
7
+ "momentum": 0.8576524651522284,
8
+ "transform": "echo_128_flip",
9
+ "uid": "8ad3ec1671acaffa32bfdbf999f2224e"
10
+ },
11
+ {
12
+ "accuracy": 0.9722973649934876,
13
+ "batch": 64,
14
+ "duration": 4418739225761,
15
+ "lr": 0.05768925654449061,
16
+ "momentum": 0.3714878879477951,
17
+ "transform": "echo_512_flip",
18
+ "uid": "bbf94b2b414ac30aacbf7f18f4f426d0"
19
+ },
20
+ {
21
+ "accuracy": 0.9642320408776676,
22
+ "batch": 128,
23
+ "duration": 1742381009265,
24
+ "lr": 0.3183675319240392,
25
+ "momentum": 0.3355227740388226,
26
+ "transform": "norm_32",
27
+ "uid": "5fd71c3ddf4ba195e61e3592e311a316"
28
+ },
29
+ {
30
+ "accuracy": 0.9533613866346058,
31
+ "batch": 8,
32
+ "duration": 1902137001504,
33
+ "lr": 0.020918340479223654,
34
+ "momentum": 0.6583272078031723,
35
+ "transform": "echo_32",
36
+ "uid": "9f30f04706fdfa4d9465cc4c7e1f5338"
37
+ },
38
+ {
39
+ "accuracy": 0.9432922552850416,
40
+ "batch": 32,
41
+ "duration": 577452755705,
42
+ "lr": 0.0006362595624721511,
43
+ "momentum": 0.9143926876323634,
44
+ "transform": "norm_64_flip",
45
+ "uid": "b10b14d66787e70fcf0828301dff2fad"
46
+ },
47
+ {
48
+ "accuracy": 0.9287646528403968,
49
+ "batch": 4096,
50
+ "duration": 1639931090900,
51
+ "lr": 0.029032211691329593,
52
+ "momentum": 0.7635553304688163,
53
+ "transform": "echo_32",
54
+ "uid": "f48401218bf85c3002286352f1409454"
55
+ },
56
+ {
57
+ "accuracy": 0.7342951608055305,
58
+ "batch": 512,
59
+ "duration": 1216358293137,
60
+ "lr": 0.0028493528230840023,
61
+ "momentum": 0.3693228783222088,
62
+ "transform": "norm_256",
63
+ "uid": "93495d07d834b0e86ec9aba8dafb2ab4"
64
+ },
65
+ {
66
+ "accuracy": 0.7013826269912834,
67
+ "batch": 128,
68
+ "duration": 730544470236,
69
+ "lr": 0.00028680587686523586,
70
+ "momentum": 0.6371349861584625,
71
+ "transform": "norm",
72
+ "uid": "cf68dc3930bbc07b6a80c742ef604abc"
73
+ },
74
+ {
75
+ "accuracy": 0.6171726279931871,
76
+ "batch": 128,
77
+ "duration": 495630346894,
78
+ "lr": 0.00018513975163156807,
79
+ "momentum": 0.3961834465120815,
80
+ "transform": "echo_64",
81
+ "uid": "b9040e53c8005d7a6efad66cf7284350"
82
+ }
83
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/1.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9435928263701032,
4
+ "batch": 256,
5
+ "dropout": 0.23150454993399644,
6
+ "duration": 242991094322,
7
+ "lr": 0.00471386557501309,
8
+ "momentum": 0.9690929520515045,
9
+ "transform": "norm_flip",
10
+ "uid": "fa29f00118a6cc3e68355d33fdadc4f5"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/2.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.96468289750526,
4
+ "batch": 256,
5
+ "dropout": 0.23150454993399644,
6
+ "duration": 499537947684,
7
+ "lr": 0.00471386557501309,
8
+ "momentum": 0.9690929520515045,
9
+ "transform": "norm_flip",
10
+ "uid": "fa29f00118a6cc3e68355d33fdadc4f5"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/3.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9685903216110611,
4
+ "batch": 256,
5
+ "dropout": 0.23150454993399644,
6
+ "duration": 756012844595,
7
+ "lr": 0.00471386557501309,
8
+ "momentum": 0.9690929520515045,
9
+ "transform": "norm_flip",
10
+ "uid": "fa29f00118a6cc3e68355d33fdadc4f5"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/4.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9716962228233644,
4
+ "batch": 256,
5
+ "dropout": 0.23150454993399644,
6
+ "duration": 997813324112,
7
+ "lr": 0.00471386557501309,
8
+ "momentum": 0.9690929520515045,
9
+ "transform": "norm_flip",
10
+ "uid": "fa29f00118a6cc3e68355d33fdadc4f5"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-0b38e80edc9fca12dba8831621557c11/5.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9748021240356678,
4
+ "batch": 256,
5
+ "dropout": 0.23150454993399644,
6
+ "duration": 1236489558901,
7
+ "lr": 0.00471386557501309,
8
+ "momentum": 0.9690929520515045,
9
+ "transform": "norm_flip",
10
+ "uid": "fa29f00118a6cc3e68355d33fdadc4f5"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-b161d3a16692fb3e92b3af0bdd930f23/1.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.7905019537120529,
4
+ "batch": 64,
5
+ "dropout": 0.106368262481564,
6
+ "duration": 208061193333,
7
+ "epoch": 1,
8
+ "lr": 0.019460378135576432,
9
+ "momentum": 0.29888902519268457,
10
+ "transform": "echo_256",
11
+ "uid": "94fc3ec5e44aa89e0b17dcec299456ea"
12
+ }
13
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/1.json ADDED
@@ -0,0 +1,73 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9572187155595632,
4
+ "batch": 8,
5
+ "dropout": 0.3934366220616229,
6
+ "duration": 426464688168,
7
+ "epoch": 1,
8
+ "lr": 0.01177662712539436,
9
+ "momentum": 0.7666249805223262,
10
+ "transform": "echo_299_flip",
11
+ "uid": "6e366b7f5d1e908e2d0bdcf82aa053cf"
12
+ },
13
+ {
14
+ "accuracy": 0.8340346658651437,
15
+ "batch": 32,
16
+ "dropout": 0.06828027614165388,
17
+ "duration": 237923391489,
18
+ "lr": 0.0633950904269323,
19
+ "momentum": 0.34924672748099705,
20
+ "transform": "echo_128_flip",
21
+ "uid": "8ffb9f1d960f3d87bd985288d1c26945"
22
+ },
23
+ {
24
+ "accuracy": 0.613515679791604,
25
+ "batch": 128,
26
+ "dropout": 0.4252786628874457,
27
+ "duration": 298320995175,
28
+ "lr": 2.3016615574122757e-05,
29
+ "momentum": 0.8420052917298425,
30
+ "transform": "norm_128_flip",
31
+ "uid": "e20ba4cac7d0958005fed4df12d430f2"
32
+ },
33
+ {
34
+ "accuracy": 0.613515679791604,
35
+ "batch": 512,
36
+ "dropout": 0.05990519893726742,
37
+ "duration": 239521812495,
38
+ "lr": 0.9482745040446765,
39
+ "momentum": 0.05353591477603625,
40
+ "transform": "echo_128",
41
+ "uid": "9501aac542bd5ddd386302a3b5a49a36"
42
+ },
43
+ {
44
+ "accuracy": 0.613515679791604,
45
+ "batch": 1024,
46
+ "dropout": 0.2943549323359796,
47
+ "duration": 257785654159,
48
+ "lr": 0.007863635675907846,
49
+ "momentum": 0.9135493338104029,
50
+ "transform": "norm_128_flip",
51
+ "uid": "f584a7a27387cd95edf4d1e44dc2920e"
52
+ },
53
+ {
54
+ "accuracy": 0.613515679791604,
55
+ "batch": 256,
56
+ "dropout": 0.42113654525175265,
57
+ "duration": 237829811656,
58
+ "lr": 0.03163924282812549,
59
+ "momentum": 0.6243452266545232,
60
+ "transform": "echo_flip",
61
+ "uid": "2373b6aa3251aa8c79b4f6c3d91962fa"
62
+ },
63
+ {
64
+ "accuracy": 0.613515679791604,
65
+ "batch": 128,
66
+ "dropout": 0.3043408012255817,
67
+ "duration": 260255093026,
68
+ "lr": 0.0008845818952878477,
69
+ "momentum": 0.6947204051011102,
70
+ "transform": "echo_128",
71
+ "uid": "b4864ae63d718be20376d377cb38c5b7"
72
+ }
73
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/2.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 128,
5
+ "dropout": 0.4252786628874457,
6
+ "duration": 573353056736,
7
+ "lr": 2.3016615574122757e-05,
8
+ "momentum": 0.8420052917298425,
9
+ "transform": "norm_128_flip",
10
+ "uid": "e20ba4cac7d0958005fed4df12d430f2"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 512,
15
+ "dropout": 0.05990519893726742,
16
+ "duration": 499711004657,
17
+ "lr": 0.9482745040446765,
18
+ "momentum": 0.05353591477603625,
19
+ "transform": "echo_128",
20
+ "uid": "9501aac542bd5ddd386302a3b5a49a36"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 1024,
25
+ "dropout": 0.2943549323359796,
26
+ "duration": 509691568638,
27
+ "lr": 0.007863635675907846,
28
+ "momentum": 0.9135493338104029,
29
+ "transform": "norm_128_flip",
30
+ "uid": "f584a7a27387cd95edf4d1e44dc2920e"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 256,
35
+ "dropout": 0.42113654525175265,
36
+ "duration": 496293912256,
37
+ "lr": 0.03163924282812549,
38
+ "momentum": 0.6243452266545232,
39
+ "transform": "echo_flip",
40
+ "uid": "2373b6aa3251aa8c79b4f6c3d91962fa"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.3043408012255817,
46
+ "duration": 505145750648,
47
+ "lr": 0.0008845818952878477,
48
+ "momentum": 0.6947204051011102,
49
+ "transform": "echo_128",
50
+ "uid": "b4864ae63d718be20376d377cb38c5b7"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/3.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 128,
5
+ "dropout": 0.4252786628874457,
6
+ "duration": 830665132475,
7
+ "lr": 2.3016615574122757e-05,
8
+ "momentum": 0.8420052917298425,
9
+ "transform": "norm_128_flip",
10
+ "uid": "e20ba4cac7d0958005fed4df12d430f2"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 512,
15
+ "dropout": 0.05990519893726742,
16
+ "duration": 761531241639,
17
+ "lr": 0.9482745040446765,
18
+ "momentum": 0.05353591477603625,
19
+ "transform": "echo_128",
20
+ "uid": "9501aac542bd5ddd386302a3b5a49a36"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 1024,
25
+ "dropout": 0.2943549323359796,
26
+ "duration": 789711435820,
27
+ "lr": 0.007863635675907846,
28
+ "momentum": 0.9135493338104029,
29
+ "transform": "norm_128_flip",
30
+ "uid": "f584a7a27387cd95edf4d1e44dc2920e"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 256,
35
+ "dropout": 0.42113654525175265,
36
+ "duration": 738226004412,
37
+ "lr": 0.03163924282812549,
38
+ "momentum": 0.6243452266545232,
39
+ "transform": "echo_flip",
40
+ "uid": "2373b6aa3251aa8c79b4f6c3d91962fa"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.3043408012255817,
46
+ "duration": 762920019254,
47
+ "lr": 0.0008845818952878477,
48
+ "momentum": 0.6947204051011102,
49
+ "transform": "echo_128",
50
+ "uid": "b4864ae63d718be20376d377cb38c5b7"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/4.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 128,
5
+ "dropout": 0.4252786628874457,
6
+ "duration": 1090420514658,
7
+ "lr": 2.3016615574122757e-05,
8
+ "momentum": 0.8420052917298425,
9
+ "transform": "norm_128_flip",
10
+ "uid": "e20ba4cac7d0958005fed4df12d430f2"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 1024,
15
+ "dropout": 0.2943549323359796,
16
+ "duration": 1095750958104,
17
+ "lr": 0.007863635675907846,
18
+ "momentum": 0.9135493338104029,
19
+ "transform": "norm_128_flip",
20
+ "uid": "f584a7a27387cd95edf4d1e44dc2920e"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.42113654525175265,
26
+ "duration": 986731234544,
27
+ "lr": 0.03163924282812549,
28
+ "momentum": 0.6243452266545232,
29
+ "transform": "echo_flip",
30
+ "uid": "2373b6aa3251aa8c79b4f6c3d91962fa"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 128,
35
+ "dropout": 0.3043408012255817,
36
+ "duration": 987497489298,
37
+ "lr": 0.0008845818952878477,
38
+ "momentum": 0.6947204051011102,
39
+ "transform": "echo_128",
40
+ "uid": "b4864ae63d718be20376d377cb38c5b7"
41
+ },
42
+ {
43
+ "accuracy": 0.605450355675784,
44
+ "batch": 512,
45
+ "dropout": 0.05990519893726742,
46
+ "duration": 1013934262737,
47
+ "lr": 0.9482745040446765,
48
+ "momentum": 0.05353591477603625,
49
+ "transform": "echo_128",
50
+ "uid": "9501aac542bd5ddd386302a3b5a49a36"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-8ff361a918d684a77774156f038c2682/5.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.6157699629295662,
4
+ "batch": 512,
5
+ "dropout": 0.05990519893726742,
6
+ "duration": 1255431262837,
7
+ "lr": 0.9482745040446765,
8
+ "momentum": 0.05353591477603625,
9
+ "transform": "echo_128",
10
+ "uid": "9501aac542bd5ddd386302a3b5a49a36"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 128,
15
+ "dropout": 0.4252786628874457,
16
+ "duration": 1364681452262,
17
+ "lr": 2.3016615574122757e-05,
18
+ "momentum": 0.8420052917298425,
19
+ "transform": "norm_128_flip",
20
+ "uid": "e20ba4cac7d0958005fed4df12d430f2"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 1024,
25
+ "dropout": 0.2943549323359796,
26
+ "duration": 1385056121537,
27
+ "lr": 0.007863635675907846,
28
+ "momentum": 0.9135493338104029,
29
+ "transform": "norm_128_flip",
30
+ "uid": "f584a7a27387cd95edf4d1e44dc2920e"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 256,
35
+ "dropout": 0.42113654525175265,
36
+ "duration": 1227275557189,
37
+ "lr": 0.03163924282812549,
38
+ "momentum": 0.6243452266545232,
39
+ "transform": "echo_flip",
40
+ "uid": "2373b6aa3251aa8c79b4f6c3d91962fa"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.3043408012255817,
46
+ "duration": 1249243959273,
47
+ "lr": 0.0008845818952878477,
48
+ "momentum": 0.6947204051011102,
49
+ "transform": "echo_128",
50
+ "uid": "b4864ae63d718be20376d377cb38c5b7"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/1.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 128,
5
+ "dropout": 0.229557697601795,
6
+ "duration": 141367767136,
7
+ "lr": 1.8536952398022528e-05,
8
+ "momentum": 0.6142295474903268,
9
+ "transform": "norm_299",
10
+ "uid": "ad206ead5a0fd3c527d8ff14e8a34d88"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 1024,
15
+ "dropout": 0.055962938100903414,
16
+ "duration": 250200488972,
17
+ "lr": 0.00864620146089508,
18
+ "momentum": 0.1587490043335965,
19
+ "transform": "bf-v1-RandomAdjustSharpnes_Grayscale_3",
20
+ "uid": "063847bef24a4287d9439ff4d0309a11"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.29539551958669963,
26
+ "duration": 310092042870,
27
+ "lr": 0.0006469062548356048,
28
+ "momentum": 0.222307908981902,
29
+ "transform": "bf-v1-RandomPosterize_RandomAdjustSharpnes_4",
30
+ "uid": "694eb2801276b0274408eaccd36afe0f"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 256,
35
+ "dropout": 0.043135557874282915,
36
+ "duration": 183578412287,
37
+ "lr": 1.4216384286173344e-05,
38
+ "momentum": 0.8771865266337869,
39
+ "transform": "bf-v1-Pad_RandomEqualize_2",
40
+ "uid": "d427dfcf5de233fc54ad64a62483a858"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.43835334811850374,
46
+ "duration": 231033970804,
47
+ "lr": 0.00038930092602190285,
48
+ "momentum": 0.7173478794224394,
49
+ "transform": "bf-v1-RandomAdjustSharpnes_RandomAutocontrast",
50
+ "uid": "bd388f9449ccae2567c03481e29a078c"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/2.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 1024,
5
+ "dropout": 0.055962938100903414,
6
+ "duration": 510560266201,
7
+ "lr": 0.00864620146089508,
8
+ "momentum": 0.1587490043335965,
9
+ "transform": "bf-v1-RandomAdjustSharpnes_Grayscale_3",
10
+ "uid": "063847bef24a4287d9439ff4d0309a11"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 256,
15
+ "dropout": 0.29539551958669963,
16
+ "duration": 582111840234,
17
+ "lr": 0.0006469062548356048,
18
+ "momentum": 0.222307908981902,
19
+ "transform": "bf-v1-RandomPosterize_RandomAdjustSharpnes_4",
20
+ "uid": "694eb2801276b0274408eaccd36afe0f"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.043135557874282915,
26
+ "duration": 420228281833,
27
+ "lr": 1.4216384286173344e-05,
28
+ "momentum": 0.8771865266337869,
29
+ "transform": "bf-v1-Pad_RandomEqualize_2",
30
+ "uid": "d427dfcf5de233fc54ad64a62483a858"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 128,
35
+ "dropout": 0.43835334811850374,
36
+ "duration": 450445192879,
37
+ "lr": 0.00038930092602190285,
38
+ "momentum": 0.7173478794224394,
39
+ "transform": "bf-v1-RandomAdjustSharpnes_RandomAutocontrast",
40
+ "uid": "bd388f9449ccae2567c03481e29a078c"
41
+ }
42
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/3.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 1024,
5
+ "dropout": 0.055962938100903414,
6
+ "duration": 689570853187,
7
+ "lr": 0.00864620146089508,
8
+ "momentum": 0.1587490043335965,
9
+ "transform": "bf-v1-RandomAdjustSharpnes_Grayscale_3",
10
+ "uid": "063847bef24a4287d9439ff4d0309a11"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 256,
15
+ "dropout": 0.29539551958669963,
16
+ "duration": 856121698833,
17
+ "lr": 0.0006469062548356048,
18
+ "momentum": 0.222307908981902,
19
+ "transform": "bf-v1-RandomPosterize_RandomAdjustSharpnes_4",
20
+ "uid": "694eb2801276b0274408eaccd36afe0f"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.043135557874282915,
26
+ "duration": 666980760658,
27
+ "lr": 1.4216384286173344e-05,
28
+ "momentum": 0.8771865266337869,
29
+ "transform": "bf-v1-Pad_RandomEqualize_2",
30
+ "uid": "d427dfcf5de233fc54ad64a62483a858"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 128,
35
+ "dropout": 0.43835334811850374,
36
+ "duration": 676583211948,
37
+ "lr": 0.00038930092602190285,
38
+ "momentum": 0.7173478794224394,
39
+ "transform": "bf-v1-RandomAdjustSharpnes_RandomAutocontrast",
40
+ "uid": "bd388f9449ccae2567c03481e29a078c"
41
+ }
42
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/4.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 1024,
5
+ "dropout": 0.055962938100903414,
6
+ "duration": 971511494934,
7
+ "lr": 0.00864620146089508,
8
+ "momentum": 0.1587490043335965,
9
+ "transform": "bf-v1-RandomAdjustSharpnes_Grayscale_3",
10
+ "uid": "063847bef24a4287d9439ff4d0309a11"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 256,
15
+ "dropout": 0.29539551958669963,
16
+ "duration": 1231287315541,
17
+ "lr": 0.0006469062548356048,
18
+ "momentum": 0.222307908981902,
19
+ "transform": "bf-v1-RandomPosterize_RandomAdjustSharpnes_4",
20
+ "uid": "694eb2801276b0274408eaccd36afe0f"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.043135557874282915,
26
+ "duration": 868925376290,
27
+ "lr": 1.4216384286173344e-05,
28
+ "momentum": 0.8771865266337869,
29
+ "transform": "bf-v1-Pad_RandomEqualize_2",
30
+ "uid": "d427dfcf5de233fc54ad64a62483a858"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 128,
35
+ "dropout": 0.43835334811850374,
36
+ "duration": 924170369446,
37
+ "lr": 0.00038930092602190285,
38
+ "momentum": 0.7173478794224394,
39
+ "transform": "bf-v1-RandomAdjustSharpnes_RandomAutocontrast",
40
+ "uid": "bd388f9449ccae2567c03481e29a078c"
41
+ }
42
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-12d458b2599bf2d010492912f2ba4139/5.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.6758841799418895,
4
+ "batch": 128,
5
+ "dropout": 0.43835334811850374,
6
+ "duration": 1163462837994,
7
+ "lr": 0.00038930092602190285,
8
+ "momentum": 0.7173478794224394,
9
+ "transform": "bf-v1-RandomAdjustSharpnes_RandomAutocontrast",
10
+ "uid": "bd388f9449ccae2567c03481e29a078c"
11
+ },
12
+ {
13
+ "accuracy": 0.613515679791604,
14
+ "batch": 1024,
15
+ "dropout": 0.055962938100903414,
16
+ "duration": 1228504609127,
17
+ "lr": 0.00864620146089508,
18
+ "momentum": 0.1587490043335965,
19
+ "transform": "bf-v1-RandomAdjustSharpnes_Grayscale_3",
20
+ "uid": "063847bef24a4287d9439ff4d0309a11"
21
+ },
22
+ {
23
+ "accuracy": 0.613515679791604,
24
+ "batch": 256,
25
+ "dropout": 0.29539551958669963,
26
+ "duration": 1584670741089,
27
+ "lr": 0.0006469062548356048,
28
+ "momentum": 0.222307908981902,
29
+ "transform": "bf-v1-RandomPosterize_RandomAdjustSharpnes_4",
30
+ "uid": "694eb2801276b0274408eaccd36afe0f"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 256,
35
+ "dropout": 0.043135557874282915,
36
+ "duration": 1090444622354,
37
+ "lr": 1.4216384286173344e-05,
38
+ "momentum": 0.8771865266337869,
39
+ "transform": "bf-v1-Pad_RandomEqualize_2",
40
+ "uid": "d427dfcf5de233fc54ad64a62483a858"
41
+ }
42
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-8fe83ed54b12d3aca7d62e11bdc7c714/1.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.613515679791604,
4
+ "batch": 128,
5
+ "dropout": 0.4467646618161044,
6
+ "duration": 40145955399,
7
+ "lr": 0.002335635262422453,
8
+ "momentum": 0.05478201448140829,
9
+ "transform": "echo_64_flip",
10
+ "uid": "f11c02070fe136cdaa87b8da1f6bfe75"
11
+ }
12
+ ]
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-e552836af83a13d74f37d60e387c88b9/1.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9647830878669472,
4
+ "batch": 64,
5
+ "best_accuracy": 0.9647830878669472,
6
+ "best_epoch": 1,
7
+ "dropout": 0.3867997532286767,
8
+ "duration": 816836670924,
9
+ "epoch_max": 1,
10
+ "gpu_memory_kb": 490082.5,
11
+ "gradient_norm": 2.122729766626414,
12
+ "lr": 0.04754044150844551,
13
+ "lr_now": 0.04754044150844551,
14
+ "momentum": 0.11561880129839497,
15
+ "samples_per_second": 199.26880749497442,
16
+ "test_loss": 0.09255753415159117,
17
+ "train_accuracy": 0.9662591386619156,
18
+ "train_loss": 0.08866954095619174,
19
+ "transform": "bf-v1-RandomHorizontalFlip_RandomAutocontrast_256",
20
+ "uid": "8a731dbc6e5aff3db82cd7af72e22680"
21
+ }
22
+ ]
test/stat/train/img-classification_celeba-gender_acc_del-d71539ac33997902115c5bb34cbacd5f/1.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.8988578298767659,
4
+ "batch": 128,
5
+ "dropout": 0.2,
6
+ "duration": 424014508494,
7
+ "epoch": 1,
8
+ "lr": 0.04779939610157149,
9
+ "momentum": 0.9782940384917778,
10
+ "transform": "norm_64_flip",
11
+ "uid": "d962b68db3a00db8232247fd66623b84"
12
+ }
13
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-624/1.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9525598637411081,
4
+ "batch": 256,
5
+ "dropout": 0.08510401443287946,
6
+ "duration": 204321623960,
7
+ "lr": 0.1436464059698537,
8
+ "momentum": 0.8059171968809263,
9
+ "transform": "norm_256",
10
+ "uid": "ecca28ec17bf25e1e669effe25c26b9b"
11
+ },
12
+ {
13
+ "accuracy": 0.8770664262097986,
14
+ "batch": 1024,
15
+ "dropout": 0.052565182748202655,
16
+ "duration": 145399622861,
17
+ "lr": 0.1082966746851637,
18
+ "momentum": 0.9133562196743552,
19
+ "transform": "bf-v1-RandomGrayscale_CenterCrop_2",
20
+ "uid": "e23a31279a4fd0cdb04c96f3b4d301c9"
21
+ },
22
+ {
23
+ "accuracy": 0.8745115719867749,
24
+ "batch": 64,
25
+ "dropout": 0.04771613241393774,
26
+ "duration": 66701275069,
27
+ "lr": 0.4231746001205862,
28
+ "momentum": 0.22708360200754818,
29
+ "transform": "echo_64",
30
+ "uid": "0eba8000ef2e2e746380f2c8b73603d3"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 4096,
35
+ "dropout": 0.09556353702483444,
36
+ "duration": 95828581856,
37
+ "lr": 0.00012226387609224883,
38
+ "momentum": 0.24143654717349916,
39
+ "transform": "echo_128_flip",
40
+ "uid": "b471ffa0e613c58627bd17c852eec329"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.2793972023346462,
46
+ "duration": 94178236353,
47
+ "lr": 4.102552399749253e-05,
48
+ "momentum": 0.004246493218729941,
49
+ "transform": "norm",
50
+ "uid": "7a502fa13f85ec9082dd5dc2fa1497b0"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-624/2.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9680893698026249,
4
+ "batch": 256,
5
+ "dropout": 0.08510401443287946,
6
+ "duration": 404223759274,
7
+ "lr": 0.1436464059698537,
8
+ "momentum": 0.8059171968809263,
9
+ "transform": "norm_256",
10
+ "uid": "ecca28ec17bf25e1e669effe25c26b9b"
11
+ },
12
+ {
13
+ "accuracy": 0.9496543432521791,
14
+ "batch": 64,
15
+ "dropout": 0.04771613241393774,
16
+ "duration": 133258497268,
17
+ "lr": 0.4231746001205862,
18
+ "momentum": 0.22708360200754818,
19
+ "transform": "echo_64",
20
+ "uid": "0eba8000ef2e2e746380f2c8b73603d3"
21
+ },
22
+ {
23
+ "accuracy": 0.9162909528103397,
24
+ "batch": 1024,
25
+ "dropout": 0.052565182748202655,
26
+ "duration": 323128704378,
27
+ "lr": 0.1082966746851637,
28
+ "momentum": 0.9133562196743552,
29
+ "transform": "bf-v1-RandomGrayscale_CenterCrop_2",
30
+ "uid": "e23a31279a4fd0cdb04c96f3b4d301c9"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 4096,
35
+ "dropout": 0.09556353702483444,
36
+ "duration": 192498440419,
37
+ "lr": 0.00012226387609224883,
38
+ "momentum": 0.24143654717349916,
39
+ "transform": "echo_128_flip",
40
+ "uid": "b471ffa0e613c58627bd17c852eec329"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.2793972023346462,
46
+ "duration": 188755957370,
47
+ "lr": 4.102552399749253e-05,
48
+ "momentum": 0.004246493218729941,
49
+ "transform": "norm",
50
+ "uid": "7a502fa13f85ec9082dd5dc2fa1497b0"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-624/3.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9673880372708146,
4
+ "batch": 256,
5
+ "dropout": 0.08510401443287946,
6
+ "duration": 620455209286,
7
+ "lr": 0.1436464059698537,
8
+ "momentum": 0.8059171968809263,
9
+ "transform": "norm_256",
10
+ "uid": "ecca28ec17bf25e1e669effe25c26b9b"
11
+ },
12
+ {
13
+ "accuracy": 0.9364793106903115,
14
+ "batch": 64,
15
+ "dropout": 0.04771613241393774,
16
+ "duration": 199900530675,
17
+ "lr": 0.4231746001205862,
18
+ "momentum": 0.22708360200754818,
19
+ "transform": "echo_64",
20
+ "uid": "0eba8000ef2e2e746380f2c8b73603d3"
21
+ },
22
+ {
23
+ "accuracy": 0.9224526600541028,
24
+ "batch": 1024,
25
+ "dropout": 0.052565182748202655,
26
+ "duration": 502700300442,
27
+ "lr": 0.1082966746851637,
28
+ "momentum": 0.9133562196743552,
29
+ "transform": "bf-v1-RandomGrayscale_CenterCrop_2",
30
+ "uid": "e23a31279a4fd0cdb04c96f3b4d301c9"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 4096,
35
+ "dropout": 0.09556353702483444,
36
+ "duration": 291758522670,
37
+ "lr": 0.00012226387609224883,
38
+ "momentum": 0.24143654717349916,
39
+ "transform": "echo_128_flip",
40
+ "uid": "b471ffa0e613c58627bd17c852eec329"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.2793972023346462,
46
+ "duration": 283309787218,
47
+ "lr": 4.102552399749253e-05,
48
+ "momentum": 0.004246493218729941,
49
+ "transform": "norm",
50
+ "uid": "7a502fa13f85ec9082dd5dc2fa1497b0"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-624/4.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9717964131850516,
4
+ "batch": 256,
5
+ "dropout": 0.08510401443287946,
6
+ "duration": 860708578124,
7
+ "lr": 0.1436464059698537,
8
+ "momentum": 0.8059171968809263,
9
+ "transform": "norm_256",
10
+ "uid": "ecca28ec17bf25e1e669effe25c26b9b"
11
+ },
12
+ {
13
+ "accuracy": 0.9270614166917143,
14
+ "batch": 1024,
15
+ "dropout": 0.052565182748202655,
16
+ "duration": 626487727559,
17
+ "lr": 0.1082966746851637,
18
+ "momentum": 0.9133562196743552,
19
+ "transform": "bf-v1-RandomGrayscale_CenterCrop_2",
20
+ "uid": "e23a31279a4fd0cdb04c96f3b4d301c9"
21
+ },
22
+ {
23
+ "accuracy": 0.891143172026851,
24
+ "batch": 64,
25
+ "dropout": 0.04771613241393774,
26
+ "duration": 266665836014,
27
+ "lr": 0.4231746001205862,
28
+ "momentum": 0.22708360200754818,
29
+ "transform": "echo_64",
30
+ "uid": "0eba8000ef2e2e746380f2c8b73603d3"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 4096,
35
+ "dropout": 0.09556353702483444,
36
+ "duration": 388102868000,
37
+ "lr": 0.00012226387609224883,
38
+ "momentum": 0.24143654717349916,
39
+ "transform": "echo_128_flip",
40
+ "uid": "b471ffa0e613c58627bd17c852eec329"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.2793972023346462,
46
+ "duration": 377493114481,
47
+ "lr": 4.102552399749253e-05,
48
+ "momentum": 0.004246493218729941,
49
+ "transform": "norm",
50
+ "uid": "7a502fa13f85ec9082dd5dc2fa1497b0"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-624/5.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9730487927061416,
4
+ "batch": 256,
5
+ "dropout": 0.08510401443287946,
6
+ "duration": 1070157948292,
7
+ "lr": 0.1436464059698537,
8
+ "momentum": 0.8059171968809263,
9
+ "transform": "norm_256",
10
+ "uid": "ecca28ec17bf25e1e669effe25c26b9b"
11
+ },
12
+ {
13
+ "accuracy": 0.9585211902614968,
14
+ "batch": 64,
15
+ "dropout": 0.04771613241393774,
16
+ "duration": 333379018964,
17
+ "lr": 0.4231746001205862,
18
+ "momentum": 0.22708360200754818,
19
+ "transform": "echo_64",
20
+ "uid": "0eba8000ef2e2e746380f2c8b73603d3"
21
+ },
22
+ {
23
+ "accuracy": 0.928614367297866,
24
+ "batch": 1024,
25
+ "dropout": 0.052565182748202655,
26
+ "duration": 791427269542,
27
+ "lr": 0.1082966746851637,
28
+ "momentum": 0.9133562196743552,
29
+ "transform": "bf-v1-RandomGrayscale_CenterCrop_2",
30
+ "uid": "e23a31279a4fd0cdb04c96f3b4d301c9"
31
+ },
32
+ {
33
+ "accuracy": 0.613515679791604,
34
+ "batch": 4096,
35
+ "dropout": 0.09556353702483444,
36
+ "duration": 483433700812,
37
+ "lr": 0.00012226387609224883,
38
+ "momentum": 0.24143654717349916,
39
+ "transform": "echo_128_flip",
40
+ "uid": "b471ffa0e613c58627bd17c852eec329"
41
+ },
42
+ {
43
+ "accuracy": 0.613515679791604,
44
+ "batch": 128,
45
+ "dropout": 0.2793972023346462,
46
+ "duration": 471660971259,
47
+ "lr": 4.102552399749253e-05,
48
+ "momentum": 0.004246493218729941,
49
+ "transform": "norm",
50
+ "uid": "7a502fa13f85ec9082dd5dc2fa1497b0"
51
+ }
52
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-892/1.json ADDED
@@ -0,0 +1,82 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9430417793808236,
4
+ "batch": 16,
5
+ "dropout": 0.48137606743151823,
6
+ "duration": 111067726399,
7
+ "lr": 0.06325157520916239,
8
+ "momentum": 0.7857112945681911,
9
+ "transform": "norm_64_flip",
10
+ "uid": "5699053ad0d2423526b420c5eb7b1ea3"
11
+ },
12
+ {
13
+ "accuracy": 0.9402865444344254,
14
+ "batch": 64,
15
+ "dropout": 0.1014685435093251,
16
+ "duration": 98628963716,
17
+ "lr": 0.32568138626170284,
18
+ "momentum": 0.32962615563516917,
19
+ "transform": "echo_64",
20
+ "uid": "a6502ba43356d1d5aab1c6a7f9f8af05"
21
+ },
22
+ {
23
+ "accuracy": 0.8931469792605952,
24
+ "batch": 64,
25
+ "dropout": 0.08284106539056868,
26
+ "duration": 106715259520,
27
+ "lr": 0.005383919129128346,
28
+ "momentum": 0.6090695046687432,
29
+ "transform": "norm_64",
30
+ "uid": "4ccbb338ae8e7222e5858f5d3e098e34"
31
+ },
32
+ {
33
+ "accuracy": 0.8877867949103296,
34
+ "batch": 8,
35
+ "dropout": 0.4252056544986852,
36
+ "duration": 62497425345,
37
+ "lr": 0.19707611229209437,
38
+ "momentum": 0.47085466751595917,
39
+ "transform": "echo_64",
40
+ "uid": "bb0104e6c654fa2a6eb76dbca1448406"
41
+ },
42
+ {
43
+ "accuracy": 0.873359382827372,
44
+ "batch": 64,
45
+ "dropout": 0.0010203516656135392,
46
+ "duration": 138104892504,
47
+ "lr": 0.011383824766142659,
48
+ "momentum": 0.170271106204281,
49
+ "transform": "norm_128",
50
+ "uid": "292f58e3a5c5d2ff6a733e50b52d4918"
51
+ },
52
+ {
53
+ "accuracy": 0.8522192165113716,
54
+ "batch": 128,
55
+ "dropout": 0.39853634818321354,
56
+ "duration": 95403578025,
57
+ "lr": 0.004085288219953393,
58
+ "momentum": 0.8115106487443854,
59
+ "transform": "norm_32",
60
+ "uid": "9e16ef9c599e1e49414d39a3b240ac97"
61
+ },
62
+ {
63
+ "accuracy": 0.7204688908926962,
64
+ "batch": 128,
65
+ "dropout": 0.2177421132965307,
66
+ "duration": 131739870001,
67
+ "lr": 0.001215085793177523,
68
+ "momentum": 0.9217572804884517,
69
+ "transform": "norm_flip",
70
+ "uid": "1feaed755484060665ddcf7342bb4d84"
71
+ },
72
+ {
73
+ "accuracy": 0.613515679791604,
74
+ "batch": 128,
75
+ "dropout": 0.329504325078956,
76
+ "duration": 122364579609,
77
+ "lr": 0.0033748133534211235,
78
+ "momentum": 0.05463291276114435,
79
+ "transform": "echo_flip",
80
+ "uid": "08ebebcf6759ff6afd8c704f749186f4"
81
+ }
82
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-892/3.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9625788999098287,
4
+ "batch": 64,
5
+ "dropout": 0.0010203516656135392,
6
+ "duration": 414785432275,
7
+ "lr": 0.011383824766142659,
8
+ "momentum": 0.170271106204281,
9
+ "transform": "norm_128",
10
+ "uid": "292f58e3a5c5d2ff6a733e50b52d4918"
11
+ },
12
+ {
13
+ "accuracy": 0.959372808335838,
14
+ "batch": 64,
15
+ "dropout": 0.08284106539056868,
16
+ "duration": 324443975306,
17
+ "lr": 0.005383919129128346,
18
+ "momentum": 0.6090695046687432,
19
+ "transform": "norm_64",
20
+ "uid": "4ccbb338ae8e7222e5858f5d3e098e34"
21
+ },
22
+ {
23
+ "accuracy": 0.954713956517383,
24
+ "batch": 64,
25
+ "dropout": 0.1014685435093251,
26
+ "duration": 294208088814,
27
+ "lr": 0.32568138626170284,
28
+ "momentum": 0.32962615563516917,
29
+ "transform": "echo_64",
30
+ "uid": "a6502ba43356d1d5aab1c6a7f9f8af05"
31
+ },
32
+ {
33
+ "accuracy": 0.9487025348161506,
34
+ "batch": 128,
35
+ "dropout": 0.39853634818321354,
36
+ "duration": 287187138519,
37
+ "lr": 0.004085288219953393,
38
+ "momentum": 0.8115106487443854,
39
+ "transform": "norm_32",
40
+ "uid": "9e16ef9c599e1e49414d39a3b240ac97"
41
+ },
42
+ {
43
+ "accuracy": 0.9427412082957619,
44
+ "batch": 16,
45
+ "dropout": 0.48137606743151823,
46
+ "duration": 334863626309,
47
+ "lr": 0.06325157520916239,
48
+ "momentum": 0.7857112945681911,
49
+ "transform": "norm_64_flip",
50
+ "uid": "5699053ad0d2423526b420c5eb7b1ea3"
51
+ },
52
+ {
53
+ "accuracy": 0.9397855926259894,
54
+ "batch": 128,
55
+ "dropout": 0.2177421132965307,
56
+ "duration": 396686730591,
57
+ "lr": 0.001215085793177523,
58
+ "momentum": 0.9217572804884517,
59
+ "transform": "norm_flip",
60
+ "uid": "1feaed755484060665ddcf7342bb4d84"
61
+ },
62
+ {
63
+ "accuracy": 0.613515679791604,
64
+ "batch": 128,
65
+ "dropout": 0.329504325078956,
66
+ "duration": 367501300570,
67
+ "lr": 0.0033748133534211235,
68
+ "momentum": 0.05463291276114435,
69
+ "transform": "echo_flip",
70
+ "uid": "08ebebcf6759ff6afd8c704f749186f4"
71
+ }
72
+ ]
test/stat/train/img-classification_celeba-gender_acc_ga-892/5.json ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "accuracy": 0.9684400360685302,
4
+ "batch": 64,
5
+ "dropout": 0.0010203516656135392,
6
+ "duration": 690489492320,
7
+ "lr": 0.011383824766142659,
8
+ "momentum": 0.170271106204281,
9
+ "transform": "norm_128",
10
+ "uid": "292f58e3a5c5d2ff6a733e50b52d4918"
11
+ },
12
+ {
13
+ "accuracy": 0.9639815649734496,
14
+ "batch": 64,
15
+ "dropout": 0.08284106539056868,
16
+ "duration": 537900373790,
17
+ "lr": 0.005383919129128346,
18
+ "momentum": 0.6090695046687432,
19
+ "transform": "norm_64",
20
+ "uid": "4ccbb338ae8e7222e5858f5d3e098e34"
21
+ },
22
+ {
23
+ "accuracy": 0.9602244264101794,
24
+ "batch": 64,
25
+ "dropout": 0.1014685435093251,
26
+ "duration": 492247560144,
27
+ "lr": 0.32568138626170284,
28
+ "momentum": 0.32962615563516917,
29
+ "transform": "echo_64",
30
+ "uid": "a6502ba43356d1d5aab1c6a7f9f8af05"
31
+ },
32
+ {
33
+ "accuracy": 0.9591724276124637,
34
+ "batch": 128,
35
+ "dropout": 0.2177421132965307,
36
+ "duration": 662256738025,
37
+ "lr": 0.001215085793177523,
38
+ "momentum": 0.9217572804884517,
39
+ "transform": "norm_flip",
40
+ "uid": "1feaed755484060665ddcf7342bb4d84"
41
+ },
42
+ {
43
+ "accuracy": 0.9540126239855726,
44
+ "batch": 128,
45
+ "dropout": 0.39853634818321354,
46
+ "duration": 478610169160,
47
+ "lr": 0.004085288219953393,
48
+ "momentum": 0.8115106487443854,
49
+ "transform": "norm_32",
50
+ "uid": "9e16ef9c599e1e49414d39a3b240ac97"
51
+ },
52
+ {
53
+ "accuracy": 0.950305580603146,
54
+ "batch": 16,
55
+ "dropout": 0.48137606743151823,
56
+ "duration": 557510808101,
57
+ "lr": 0.06325157520916239,
58
+ "momentum": 0.7857112945681911,
59
+ "transform": "norm_64_flip",
60
+ "uid": "5699053ad0d2423526b420c5eb7b1ea3"
61
+ },
62
+ {
63
+ "accuracy": 0.613515679791604,
64
+ "batch": 128,
65
+ "dropout": 0.329504325078956,
66
+ "duration": 613612297676,
67
+ "lr": 0.0033748133534211235,
68
+ "momentum": 0.05463291276114435,
69
+ "transform": "echo_flip",
70
+ "uid": "08ebebcf6759ff6afd8c704f749186f4"
71
+ }
72
+ ]