-
Notifications
You must be signed in to change notification settings - Fork 2
/
Timings.txt
119 lines (113 loc) · 2.62 KB
/
Timings.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
------------------Python 128x128------------------------
Calculating Forward step . . .
Conv .1 : 4.1349 sec
Conv .2 : 4.3864 sec
Maxpool 1 0.8366 sec
Conv .1 : 2.1932 sec
Conv .2 : 2.2737 sec
Maxpool 2 0.4222 sec
Conv .1 : 1.1517 sec
Conv .2 : 1.4644 sec
Maxpool 3 0.2671 sec
Conv .1 : 0.9836 sec
Conv .2 : 0.8616 sec
Maxpool 4 0.0845 sec
Conv .1 : 0.4273 sec
Conv .2 : 0.4706 sec
Deconv 6 0.9306 sec
Conv .1 : 0.8917 sec
Conv .2 : 0.8062 sec
Deconv 7 1.5787 sec
Conv .1 : 1.4714 sec
Conv .2 : 1.3086 sec
Deconv 8 2.6568 sec
Conv .1 : 2.6399 sec
Conv .2 : 2.3070 sec
Deconv 9 4.5309 sec
Conv .1 : 4.5582 sec
Conv .2 : 4.4108 sec
Overall Time : 48.3262 sec
---------------------------Python 64x64--------------------------------------
Conv .1 : 1.0664 sec
Conv .2 : 1.1136 sec
Maxpool 1 0.2103 sec
Conv .1 : 0.5682 sec
Conv .2 : 0.5735 sec
Maxpool 2 0.0848 sec
Conv .1 : 0.2883 sec
Conv .2 : 0.4122 sec
Maxpool 3 0.0662 sec
Conv .1 : 0.1604 sec
Conv .2 : 0.2110 sec
Maxpool 4 0.0296 sec
Conv .1 : 0.0879 sec
Conv .2 : 0.1135 sec
Deconv 6 0.2251 sec
Conv .1 : 0.2516 sec
Conv .2 : 0.1952 sec
Deconv 7 0.4404 sec
Conv .1 : 0.3758 sec
Conv .2 : 0.3842 sec
Deconv 8 0.7151 sec
Conv .1 : 0.6808 sec
Conv .2 : 0.5797 sec
Deconv 9 1.1609 sec
Conv .1 : 1.1590 sec
Conv .2 : 1.1092 sec
Overall Time : 12.3455 sec
--------------------------- C 128x128----------------------------------------
Conv 1.1 : 35.9740 ms
Conv 1.2 : 504.0200 ms
Maxpool 1 : 3.7830 ms
Conv 2.1 : 201.5350 ms
Conv 2.2 : 301.4360 ms
Maxpool 2 : 1.1950 ms
Conv 3.1 : 142.4970 ms
Conv 3.2 : 374.4480 ms
Maxpool 3 : 0.6310 ms
Conv 4.1 : 151.6700 ms
Conv 4.2 : 287.5290 ms
Maxpool 4 : 0.3730 ms
Conv 5.1 : 141.7280 ms
Conv 5.2 : 264.1470 ms
Deconv 6 : 270.0540 ms
Conv 6.1 : 562.8150 ms
Conv 6.2 : 263.9880 ms
Deconv 7 : 274.6500 ms
Conv 7.1 : 531.9800 ms
Conv 7.2 : 265.4080 ms
Deconv 8 : 252.2600 ms
Conv 8.1 : 547.9050 ms
Conv 8.2 : 257.0030 ms
Deconv 9 : 258.4870 ms
Conv 9.1 : 517.9390 ms
Conv 9.2 : 265.5210 ms
Time needed: 6.69 sec
------------------------- C 64x64---------------------------------------------
Conv 1.1 : 4.9110 ms
Conv 1.2 : 68.3600 ms
Maxpool 1 : 0.6170 ms
Conv 2.1 : 34.1720 ms
Conv 2.2 : 69.5820 ms
Maxpool 2 : 0.3710 ms
Conv 3.1 : 35.7150 ms
Conv 3.2 : 70.7020 ms
Maxpool 3 : 0.2030 ms
Conv 4.1 : 55.8870 ms
Conv 4.2 : 120.3250 ms
Maxpool 4 : 0.1480 ms
Conv 5.1 : 58.2550 ms
Conv 5.2 : 106.3010 ms
Deconv 6 : 81.4040 ms
Conv 6.1 : 152.2290 ms
Conv 6.2 : 70.1890 ms
Deconv 7 : 73.8790 ms
Conv 7.1 : 139.2260 ms
Conv 7.2 : 74.8700 ms
Deconv 8 : 79.7330 ms
Conv 8.1 : 161.9050 ms
Conv 8.2 : 91.6550 ms
Deconv 9 : 82.6360 ms
Conv 9.1 : 155.0680 ms
Conv 9.2 : 78.2650 ms
Time needed: 1.87 sec