blob: 56837e8fb0f01c818ed161d5bc53b8e460e68bc0 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
|
============================================================
Seed 42
============================================================
--- BP ---
[BP] ep 10: acc=0.7538
[BP] ep 20: acc=0.8337
[BP] ep 30: acc=0.8516
[BP] ep 40: acc=0.8572
[BP] ep 50: acc=0.8668
[BP] ep 60: acc=0.8701
[BP] ep 70: acc=0.8727
[BP] ep 80: acc=0.8771
[BP] ep 90: acc=0.8784
[BP] ep 100: acc=0.8769
--- FA ---
[FA] ep 10: acc=0.4524
[FA] ep 20: acc=0.4077
[FA] ep 30: acc=0.5031
[FA] ep 40: acc=0.3687
[FA] ep 50: acc=0.4560
[FA] ep 60: acc=0.4727
[FA] ep 70: acc=0.4387
[FA] ep 80: acc=0.4693
[FA] ep 90: acc=0.3725
[FA] ep 100: acc=0.4833
--- DFA ---
[DFA] ep 10: acc=0.4845
[DFA] ep 20: acc=0.4166
[DFA] ep 30: acc=0.5166
[DFA] ep 40: acc=0.4638
[DFA] ep 50: acc=0.5211
[DFA] ep 60: acc=0.5058
[DFA] ep 70: acc=0.4456
[DFA] ep 80: acc=0.5284
[DFA] ep 90: acc=0.4554
[DFA] ep 100: acc=0.5413
--- Frozen ---
[Frozen] ep 10: acc=0.3769
[Frozen] ep 20: acc=0.3981
[Frozen] ep 30: acc=0.4072
[Frozen] ep 40: acc=0.4203
[Frozen] ep 50: acc=0.4224
[Frozen] ep 60: acc=0.4352
[Frozen] ep 70: acc=0.4428
[Frozen] ep 80: acc=0.4420
[Frozen] ep 90: acc=0.4432
[Frozen] ep 100: acc=0.4463
FINAL frozen: 0.4463
============================================================
Seed 123
============================================================
--- BP ---
[BP] ep 10: acc=0.7239
[BP] ep 20: acc=0.7878
[BP] ep 30: acc=0.8268
[BP] ep 40: acc=0.8489
[BP] ep 50: acc=0.8420
[BP] ep 60: acc=0.8534
[BP] ep 70: acc=0.8697
[BP] ep 80: acc=0.8730
[BP] ep 90: acc=0.8748
[BP] ep 100: acc=0.8751
--- FA ---
[FA] ep 10: acc=0.4852
[FA] ep 20: acc=0.3673
[FA] ep 30: acc=0.4890
[FA] ep 40: acc=0.4090
[FA] ep 50: acc=0.4650
[FA] ep 60: acc=0.4524
[FA] ep 70: acc=0.4131
[FA] ep 80: acc=0.4634
[FA] ep 90: acc=0.3723
[FA] ep 100: acc=0.4701
--- DFA ---
[DFA] ep 10: acc=0.4903
[DFA] ep 20: acc=0.4012
[DFA] ep 30: acc=0.5058
[DFA] ep 40: acc=0.4078
[DFA] ep 50: acc=0.5016
[DFA] ep 60: acc=0.4995
[DFA] ep 70: acc=0.4530
[DFA] ep 80: acc=0.5311
[DFA] ep 90: acc=0.4660
[DFA] ep 100: acc=0.5480
--- Frozen ---
[Frozen] ep 10: acc=0.3516
[Frozen] ep 20: acc=0.3915
[Frozen] ep 30: acc=0.4120
[Frozen] ep 40: acc=0.4210
[Frozen] ep 50: acc=0.4253
[Frozen] ep 60: acc=0.4300
[Frozen] ep 70: acc=0.4313
[Frozen] ep 80: acc=0.4385
[Frozen] ep 90: acc=0.4382
[Frozen] ep 100: acc=0.4390
FINAL frozen: 0.4390
============================================================
Seed 456
============================================================
--- BP ---
[BP] ep 10: acc=0.7823
[BP] ep 20: acc=0.8178
[BP] ep 30: acc=0.8073
[BP] ep 40: acc=0.8470
[BP] ep 50: acc=0.8499
[BP] ep 60: acc=0.8676
[BP] ep 70: acc=0.8757
[BP] ep 80: acc=0.8770
[BP] ep 90: acc=0.8771
[BP] ep 100: acc=0.8773
--- FA ---
[FA] ep 10: acc=0.4632
[FA] ep 20: acc=0.3723
[FA] ep 30: acc=0.4776
[FA] ep 40: acc=0.4060
[FA] ep 50: acc=0.4685
[FA] ep 60: acc=0.4341
[FA] ep 70: acc=0.4403
[FA] ep 80: acc=0.4804
[FA] ep 90: acc=0.3683
[FA] ep 100: acc=0.4740
--- DFA ---
[DFA] ep 10: acc=0.4752
[DFA] ep 20: acc=0.4196
[DFA] ep 30: acc=0.4963
[DFA] ep 40: acc=0.3831
[DFA] ep 50: acc=0.5074
[DFA] ep 60: acc=0.5056
[DFA] ep 70: acc=0.4953
[DFA] ep 80: acc=0.5233
[DFA] ep 90: acc=0.4196
[DFA] ep 100: acc=0.5315
--- Frozen ---
[Frozen] ep 10: acc=0.3576
[Frozen] ep 20: acc=0.3920
[Frozen] ep 30: acc=0.4083
[Frozen] ep 40: acc=0.4102
[Frozen] ep 50: acc=0.4163
[Frozen] ep 60: acc=0.4304
[Frozen] ep 70: acc=0.4391
[Frozen] ep 80: acc=0.4400
[Frozen] ep 90: acc=0.4363
[Frozen] ep 100: acc=0.4401
FINAL frozen: 0.4401
Saved: results/resnet_protocol_validation.json
|
