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Loading ''...IMGOPEN: Couldn't open ''
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Loading '/home/erin/Documents/CS773C/Assn3/faces/steffi/steffi_right_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/choon/choon_right_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/saavik/saavik_right_neutral_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/night/night_up_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/phoebe/phoebe_straight_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/bpm/bpm_up_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/cheyer/cheyer_up_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/kk49/kk49_right_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/bpm/bpm_right_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/bpm/bpm_right_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/an2i/an2i_up_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_up_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_right_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/sz24/sz24_right_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/an2i/an2i_straight_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_left_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/steffi/steffi_right_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/bpm/bpm_right_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/night/night_straight_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_straight_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_straight_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/danieln/danieln_left_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/cheyer/cheyer_left_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/megak/megak_right_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_up_neutral_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/ch4f/ch4f_left_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_right_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/choon/choon_right_neutral_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/megak/megak_right_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/sz24/sz24_up_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/saavik/saavik_straight_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/cheyer/cheyer_straight_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/tammo/tammo_right_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/glickman/glickman_left_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/karyadi/karyadi_right_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/kk49/kk49_right_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/night/night_right_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_straight_angry_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_left_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_up_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/saavik/saavik_straight_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/boland/boland_right_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/bpm/bpm_right_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/kawamura/kawamura_straight_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/kk49/kk49_left_angry_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/steffi/steffi_straight_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/saavik/saavik_up_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/mitchell/mitchell_up_sad_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/mitchell/mitchell_straight_neutral_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/glickman/glickman_straight_neutral_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/choon/choon_up_sad_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/karyadi/karyadi_right_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/steffi/steffi_straight_happy_sunglasses_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/at33/at33_right_happy_open_4.pgm'...done
Loading '/home/erin/Documents/CS773C/Assn3/faces/danieln/danieln_left_happy_sunglasses_4.pgm'...done
Loading ''...IMGOPEN: Couldn't open ''
Couldn't open ''
Random number generator seed: 102194
277 images in training set
139 images in test1 set
208 images in test2 set
Reading 'pose.net'
'pose.net' contains a 960x6x1 network
Reading input weights...Done
Reading hidden weights...Done
Training underway (going to 100 epochs)
Will save network every 100 epochs
0 0.0 100 0.0452377 100 0.0454632 100 0.0454791 
1 22.1961 73.6462 0.406914 71.9424 0.406309 78.8462 0.407246 
2 21.6837 73.6462 0.39901 71.9424 0.398998 78.8462 0.402075 
3 22.2462 79.4224 0.392093 75.5396 0.394105 84.1346 0.397645 
4 21.846 87.7256 0.392332 85.6115 0.394002 89.9038 0.399156 
5 20.3299 92.4188 0.399739 89.2086 0.398489 92.7885 0.406515 
6 18.3216 94.2238 0.409268 89.2086 0.404415 94.7115 0.415146 
7 16.264 94.9458 0.419718 89.2086 0.412157 94.7115 0.424924 
8 14.5274 94.9458 0.427015 90.6475 0.417688 95.6731 0.432254 
9 13.0831 94.9458 0.432938 90.6475 0.422645 95.6731 0.438481 
10 11.9013 94.9458 0.435992 90.6475 0.424674 95.1923 0.441604 
11 10.852 95.3069 0.436741 91.3669 0.424109 95.6731 0.442442 
12 10.0392 96.0289 0.437662 92.8058 0.423944 95.1923 0.444013 
13 9.35676 96.0289 0.438976 92.8058 0.424857 95.1923 0.44631 
14 8.73149 96.3899 0.440842 92.8058 0.42673 95.1923 0.449456 
15 8.23931 96.3899 0.44287 92.8058 0.428396 95.1923 0.452652 
16 7.78313 96.3899 0.443914 93.5252 0.428261 95.6731 0.454367 
17 7.43765 96.3899 0.444615 94.2446 0.427518 96.1538 0.45551 
18 7.22597 96.7509 0.445631 94.2446 0.427289 96.1538 0.456991 
19 7.14272 97.4729 0.445601 94.2446 0.425938 96.1538 0.457131 
20 7.11443 97.4729 0.445025 94.2446 0.424067 96.1538 0.456762 
21 7.02947 97.4729 0.443961 94.2446 0.422107 96.1538 0.455827 
22 6.85374 97.8339 0.442477 94.2446 0.420192 96.1538 0.454594 
23 6.69943 97.8339 0.440908 94.2446 0.418449 96.1538 0.453512 
24 6.56156 97.8339 0.441407 94.2446 0.419346 96.1538 0.455052 
25 6.49818 97.8339 0.443672 94.2446 0.422489 96.1538 0.458611 
26 6.48416 97.8339 0.443993 94.2446 0.422657 96.1538 0.45931 
27 6.42545 97.8339 0.442576 94.2446 0.419887 96.1538 0.457343 
28 6.28447 97.8339 0.44257 94.2446 0.418788 96.1538 0.457055 
29 6.06365 97.8339 0.446112 94.2446 0.42285 96.1538 0.461706 
30 5.81798 97.4729 0.451505 93.5252 0.430193 95.6731 0.46923 
31 5.62935 97.8339 0.454204 93.5252 0.43371 95.6731 0.473052 
32 5.51733 97.8339 0.452817 93.5252 0.430476 96.1538 0.470757 
33 5.43749 98.556 0.451258 94.2446 0.426742 96.1538 0.467689 
34 5.30518 98.1949 0.454659 94.2446 0.430935 96.1538 0.471279 
35 5.18185 97.8339 0.456289 93.5252 0.433255 96.1538 0.472795 
36 5.10917 97.8339 0.457517 93.5252 0.434724 96.1538 0.473588 
37 5.04737 98.1949 0.458818 93.5252 0.436102 95.6731 0.474424 
38 4.9696 98.1949 0.460044 93.5252 0.437374 95.6731 0.475264 
39 4.85241 98.1949 0.461541 93.5252 0.439164 95.6731 0.47665 
40 4.68952 98.1949 0.463249 93.5252 0.441321 96.1538 0.478486 
41 4.48876 98.917 0.465023 93.5252 0.443537 96.1538 0.480553 
42 4.27141 98.917 0.466788 93.5252 0.445719 96.1538 0.482755 
43 4.05679 98.917 0.468425 93.5252 0.44773 96.1538 0.484901 
44 3.85083 99.278 0.46987 93.5252 0.449531 96.1538 0.486878 
45 3.6531 99.278 0.471187 93.5252 0.451289 96.1538 0.488769 
46 3.46093 99.278 0.472455 93.5252 0.453147 96.1538 0.490665 
47 3.27765 99.639 0.473701 93.5252 0.455142 96.1538 0.492582 
48 3.10586 99.639 0.474911 93.5252 0.457215 95.6731 0.494472 
49 2.94789 99.639 0.476048 93.5252 0.459263 95.6731 0.496262 
50 2.8069 99.639 0.477079 93.5252 0.461182 95.6731 0.497888 
51 2.67812 99.639 0.477984 93.5252 0.4629 95.6731 0.49931 
52 2.56134 99.639 0.478751 93.5252 0.464378 95.6731 0.500513 
53 2.45694 99.639 0.479381 92.8058 0.465607 95.6731 0.501502 
54 2.3625 99.639 0.479882 92.8058 0.466593 95.6731 0.502291 
55 2.27671 99.639 0.480264 92.0863 0.467358 95.6731 0.502903 
56 2.1986 99.278 0.480541 92.0863 0.467928 95.6731 0.50336 
57 2.12948 99.278 0.480727 92.0863 0.46833 95.6731 0.503685 
58 2.06711 98.917 0.480838 92.0863 0.468592 95.6731 0.503902 
59 2.01035 98.917 0.480886 92.0863 0.468739 95.6731 0.504028 
60 1.9588 98.917 0.480882 92.0863 0.468792 95.6731 0.504082 
61 1.9116 98.917 0.480835 92.0863 0.468771 95.6731 0.504077 
62 1.86833 98.917 0.480756 92.0863 0.46869 95.6731 0.504025 
63 1.82821 99.278 0.480649 92.0863 0.468562 95.6731 0.503935 
64 1.79099 99.639 0.480521 92.0863 0.468398 96.1538 0.503816 
65 1.75644 99.639 0.480377 92.0863 0.468206 96.1538 0.503674 
66 1.7246 99.639 0.480221 92.0863 0.467993 96.1538 0.503514 
67 1.69491 99.639 0.480055 92.0863 0.467764 96.1538 0.50334 
68 1.66708 99.639 0.479881 92.0863 0.467523 96.1538 0.503155 
69 1.64092 99.639 0.479703 92.0863 0.467275 96.1538 0.502963 
70 1.61637 99.639 0.479522 92.0863 0.467021 96.1538 0.502765 
71 1.59327 99.639 0.479338 92.0863 0.466763 96.1538 0.502564 
72 1.57138 99.639 0.479153 92.0863 0.466503 96.1538 0.50236 
73 1.55059 99.639 0.478969 92.0863 0.466243 96.1538 0.502154 
74 1.53078 99.639 0.478784 92.0863 0.465984 96.1538 0.501948 
75 1.51198 99.639 0.4786 92.0863 0.465725 96.1538 0.501742 
76 1.49414 99.639 0.478418 92.0863 0.465468 96.1538 0.501536 
77 1.47713 100 0.478238 92.0863 0.465212 96.1538 0.501332 
78 1.46091 100 0.478059 92.0863 0.46496 96.1538 0.501128 
79 1.4454 100 0.477882 92.0863 0.464709 96.1538 0.500926 
80 1.43055 100 0.477708 92.0863 0.464461 96.1538 0.500726 
81 1.41626 100 0.477535 92.8058 0.464216 96.1538 0.500527 
82 1.40253 100 0.477365 92.8058 0.463973 96.1538 0.50033 
83 1.38927 100 0.477198 92.8058 0.463733 96.1538 0.500135 
84 1.37646 100 0.477033 92.8058 0.463495 96.1538 0.499942 
85 1.36407 100 0.47687 92.8058 0.46326 96.1538 0.499751 
86 1.35206 100 0.476709 92.8058 0.463027 96.1538 0.499562 
87 1.34041 100 0.47655 92.8058 0.462797 96.1538 0.499374 
88 1.32916 100 0.476394 92.8058 0.462569 96.1538 0.499188 
89 1.31827 100 0.47624 92.8058 0.462343 96.1538 0.499004 
90 1.30768 100 0.476089 92.8058 0.46212 96.1538 0.498822 
91 1.29737 100 0.475939 92.8058 0.461898 96.1538 0.498641 
92 1.28737 100 0.475791 92.8058 0.461678 96.1538 0.498462 
93 1.27762 100 0.475646 92.8058 0.461461 96.1538 0.498284 
94 1.26815 100 0.475502 92.8058 0.461245 96.1538 0.498108 
95 1.259 100 0.47536 92.8058 0.461031 96.1538 0.497933 
96 1.25009 100 0.47522 92.8058 0.460818 96.1538 0.497759 
97 1.24147 100 0.475082 92.8058 0.460607 96.1538 0.497587 
98 1.23316 100 0.474946 92.8058 0.460398 96.1538 0.497417 
99 1.22502 100 0.474811 92.8058 0.460191 96.1538 0.497247 
100 1.21707 100 0.474678 92.8058 0.459984 96.1538 0.497079 
Saving 960x6x1 network to 'pose.net'

Saving 960x6x1 network to 'pose.net'