-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathlog.txt
191 lines (136 loc) · 4.85 KB
/
log.txt
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
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
For node number = 6
Type : {Linear , Sigmoidal , Linear}
Nodes : {1 , 3 , 2}
Dataset: Input Output
0 , 0 0
0 , 1 1
1 , 0 1
1 , 1 0
#XOR Gate
CPU Performance : 0.022472 , 0.020588 , 0.25210 , 0.28329 , 0.030303 , 0.018634 , 0.017157 , 0.020772 , 0.019718 , 0.006912
GPU Performance : 1.673797 , 1.394541 , 1.434629 , 1.501718 , 1.400943 , 1.478947 , 1.453488 , 1.502825 , 1.50000 , 1.529412
CPU Rate : 0.5
GPU Rate : 4.0
#Performance is measured by calculating the total time(in seconds) taken to perform 1000 forward-backward-update operations.
For node number = 12
Type : {Linear , Sigmoidal , Sigmoidal , Linear}
Nodes : {1 , 4 , 4 , 3}
Dataset : Input Output
0 , 0 , 0 0
0 , 0 , 1 1
0 , 1 , 0 1
0 , 1 , 1 0
1 , 0 , 0 1
1 , 0 , 1 0
1 , 1 , 0 0
1 , 1 , 1 1
CPU Performance : 0.006623 , 0.031746 , 0.032258 , 0.032787 , 0.016129 , 0.031250 , 0.044118 , 0.032787 , 0.016129 , 0.061538
GPU Performance : 1.454545 , 1.772727 , 1.522727 , 1.800000 , 1.733333 , 1.857143 , 1.733333 , 1.441860 , 1.377778 , 1.813953
CPU Rate : 0.5
GPU Rate : 4.0
For node number = 458
Type : {Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear}
Nodes : {1 , 7 , 15 , 25 , 30 , 50 , 65 , 75 , 90 , 100}
Dataset :
Input Size : 100
Output Size : 1
Number of Dataset : 5
CPU Performance : 1.553991 , 1.567398 , 1.573466 , 1.604070 , 1.568264 , 1.569758 , 1.566922 , 1.555556 , 1.649224 , 1.568395
GPU Performance : 7.794554 , 7.752834 , 7.747059 , 7.668778 , 7.762854 , 7.773955 , 7.683782 , 7.738462 , 7.696345 , 7.767003
CPU Rate : 0.01
GPU Rate : 0.01
For node number = 1560
Type : {Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear , Linear}
Nodes : {1 , 17 , 25 , 42 , 60 , 120 , 195 , 320 , 380 , 400}
Dataset :
Input Size : 400
Output Size : 1
Number of Dataset : 5
CPU Performance : 20.183429 , 20.321544 , 20.554524 , 19.522998 , 21.135947 , 20.435681 , 20.956498 , 21.55442 , 22.00458
GPU Performance : 28.175000 , 28.019000
CPU Rate : 0.000001
GPU Rate : 0.000001
For node number 18:
Weight Count : 63
Average CPU time : 0.01
Average GPU time : 4.48
For node number 39:
Weight Count : 270
Average CPU time : 0.036000
Average GPU time : 3.33000
For node number 56:
Weight count : 558
Average CPU time : 0.047
Average GPU time : 3.574
For node Number 130:
Weight Connection : 2803
Average CPU time : 0.172
Average GPU time : 4.277
For node Number 201:
Weight Connection : 6833
Average CPU time : 0.366
Average GPU time : 5.133
For node Number 301:
Weight Connection : 14265
Average CPU time : 0.814
Average GPU time : 5.552
For node Number 701:
Number of weight connections : 71140
Average CPU time : 3.703
Average GPU time : 10.797
For node Number 1145:
Number of weight connections : 177265
Average CPU time : 9.609000
Average GPU time : 18.85000
For node Number 1910:
Number of weight connections : 497865
Average CPU time: 27.484
Average GPU time : 36.031
For node Number 2551:
Number of weight connections : 816765
Average CPU time : 46.704
Average GPU time : 53.141
For node number 3195:
Numbe of weight connections : 1297140
Average CPU time : 81.735
Average GPU time : 75.434
For node Number 3825:
Number of weight connections : 1767640
Average CPU time : 121.205
Average GPU time : 97.392
For node Number 4796:
Number of weight connections : 2620515
Average CPU time : 184.065
Average GPU time : 132.658
For node Number 5460:
Number of weight connections : 4904485
Average CPU time : 357.57
Average GPU time : 267.2
For node Number 6121:
Number of weight connections : 3935890
Average CPU time : 260.128
Average GPU time : 186.846
For node Number 6750:
Number of weight connection : 4332580
Average CPU time : 321.121
Average GPU time : 202.225
For node Number 7239:
Number of weight connection : 5467893
Average CPU time : 375.325
Average GPU time : 233.356
For node Number 7896:
Number of weight connections : 6355265
Average CPU time : 408.112
Average GPU time : 275.065
For node Number 9096:
Number of weight connections : 7830265
Average CPU time : 507.696
Average GPU time : 331.996
For node Number 9560:
Number of weight connections : 8357987
Average CPU time : 569.689
Average GPU time : 357.423;
For node Number 10000:
Number of weight connections : 8660065
Average CPU time : 608.630
Average GPU time : 367.463