diff options
Diffstat (limited to 'src/tests')
-rw-r--r-- | src/tests/pic.cpp | 113 |
1 files changed, 113 insertions, 0 deletions
diff --git a/src/tests/pic.cpp b/src/tests/pic.cpp index 95bb523..4f4139f 100644 --- a/src/tests/pic.cpp +++ b/src/tests/pic.cpp | |||
@@ -3,8 +3,20 @@ | |||
3 | #include "neural/row.h" | 3 | #include "neural/row.h" |
4 | #include "neural/neuron.h" | 4 | #include "neural/neuron.h" |
5 | 5 | ||
6 | #include <time.h> | ||
7 | |||
8 | #include <bu/random.h> | ||
9 | #include <bu/sio.h> | ||
10 | using namespace Bu; | ||
11 | |||
12 | #include <stdio.h> | ||
13 | #include <png.h> | ||
14 | #include <zlib.h> | ||
15 | |||
6 | int main( int argc, char *argv[] ) | 16 | int main( int argc, char *argv[] ) |
7 | { | 17 | { |
18 | Bu::Random::seed( time( NULL ) ); | ||
19 | |||
8 | Neural::Column<float> *c = new Neural::Column<float>(); | 20 | Neural::Column<float> *c = new Neural::Column<float>(); |
9 | Neural::Row<float> *r1 = new Neural::Row<float>(); | 21 | Neural::Row<float> *r1 = new Neural::Row<float>(); |
10 | r1->addNode( new Neural::Neuron<float>() ); | 22 | r1->addNode( new Neural::Neuron<float>() ); |
@@ -27,6 +39,107 @@ int main( int argc, char *argv[] ) | |||
27 | r3->addNode( new Neural::Neuron<float>() ); | 39 | r3->addNode( new Neural::Neuron<float>() ); |
28 | r3->addNode( new Neural::Neuron<float>() ); | 40 | r3->addNode( new Neural::Neuron<float>() ); |
29 | c->addNode( r3 ); | 41 | c->addNode( r3 ); |
42 | |||
43 | c->finalize( 2 ); | ||
44 | sio << "Total weights: " << c->getNumWeights() << sio.nl; | ||
45 | sio << "Total biases: " << c->getNumBiases() << sio.nl; | ||
46 | sio << "Network inputs: " << c->getNumInputs() << sio.nl; | ||
47 | sio << "Network outputs: " << c->getNumOutputs() << sio.nl; | ||
48 | |||
49 | float *pWeights = new float[c->getNumWeights()]; | ||
50 | float *pBiases = new float[c->getNumBiases()]; | ||
51 | |||
52 | for( int j = 0; j < c->getNumWeights(); j++ ) | ||
53 | pWeights[j] = (Bu::Random::randNorm()*2.0)-1.0; | ||
54 | for( int j = 0; j < c->getNumBiases(); j++ ) | ||
55 | pBiases[j] = (Bu::Random::randNorm()*2.0)-1.0; | ||
56 | |||
57 | c->setWeights( pWeights ); | ||
58 | c->setBiases( pBiases ); | ||
59 | delete pWeights; | ||
60 | delete pBiases; | ||
61 | |||
62 | float *pIn = new float[c->getNumInputs()]; | ||
63 | float *pOut = new float[c->getNumOutputs()]; | ||
64 | |||
65 | FILE *fp = fopen("test.png", "wb"); | ||
66 | |||
67 | if (!fp) | ||
68 | return 1; | ||
69 | |||
70 | png_structp png_ptr = png_create_write_struct | ||
71 | (PNG_LIBPNG_VER_STRING, NULL, NULL, NULL ); | ||
72 | |||
73 | if (!png_ptr) | ||
74 | return 1; | ||
75 | |||
76 | png_infop info_ptr = png_create_info_struct(png_ptr); | ||
77 | if (!info_ptr) | ||
78 | { | ||
79 | png_destroy_write_struct(&png_ptr, | ||
80 | (png_infopp)NULL); | ||
81 | return 1; | ||
82 | } | ||
83 | |||
84 | png_set_IHDR(png_ptr, info_ptr, 500, 500, 8, PNG_COLOR_TYPE_RGB, | ||
85 | PNG_INTERLACE_NONE, PNG_COMPRESSION_TYPE_DEFAULT, | ||
86 | PNG_FILTER_TYPE_DEFAULT | ||
87 | ); | ||
88 | |||
89 | /* Set the zlib compression level */ | ||
90 | png_set_compression_level(png_ptr, | ||
91 | Z_BEST_COMPRESSION); | ||
92 | |||
93 | /* Set other zlib parameters for compressing IDAT */ | ||
94 | png_set_compression_mem_level(png_ptr, 8); | ||
95 | png_set_compression_strategy(png_ptr, | ||
96 | Z_DEFAULT_STRATEGY); | ||
97 | png_set_compression_window_bits(png_ptr, 15); | ||
98 | png_set_compression_method(png_ptr, 8); | ||
99 | png_set_compression_buffer_size(png_ptr, 8192); | ||
100 | |||
101 | /* Set zlib parameters for text compression | ||
102 | * If you don't call these, the parameters | ||
103 | * fall back on those defined for IDAT chunks | ||
104 | */ | ||
105 | png_set_text_compression_mem_level(png_ptr, 8); | ||
106 | png_set_text_compression_strategy(png_ptr, | ||
107 | Z_DEFAULT_STRATEGY); | ||
108 | png_set_text_compression_window_bits(png_ptr, 15); | ||
109 | png_set_text_compression_method(png_ptr, 8); | ||
110 | |||
111 | png_bytep *row_pointers; | ||
112 | row_pointers = new png_bytep[500]; | ||
113 | for( int y = 0; y < 500; y++ ) | ||
114 | { | ||
115 | row_pointers[y] = new png_byte[500*3]; | ||
116 | for( int x = 0; x < 500; x++ ) | ||
117 | { | ||
118 | pIn[0] = (x/499.0)*2.0-1.0; | ||
119 | pIn[1] = (y/499.0)*2.0-1.0; | ||
120 | c->process( pIn, pOut ); | ||
121 | row_pointers[y][x*3+0] = pOut[0]*127+127; | ||
122 | row_pointers[y][x*3+1] = pOut[1]*127+127; | ||
123 | row_pointers[y][x*3+2] = pOut[2]*127+127; | ||
124 | } | ||
125 | } | ||
126 | |||
127 | png_init_io( png_ptr, fp ); | ||
128 | |||
129 | png_set_rows( png_ptr, info_ptr, row_pointers ); | ||
130 | |||
131 | png_write_png(png_ptr, info_ptr, PNG_TRANSFORM_IDENTITY, NULL); | ||
132 | |||
133 | if (setjmp(png_jmpbuf(png_ptr))) | ||
134 | { | ||
135 | png_destroy_write_struct(&png_ptr, &info_ptr); | ||
136 | fclose(fp); | ||
137 | return 1; | ||
138 | } | ||
139 | png_destroy_write_struct( &png_ptr, &info_ptr ); | ||
140 | fclose( fp ); | ||
141 | |||
142 | delete c; | ||
30 | 143 | ||
31 | return 0; | 144 | return 0; |
32 | } | 145 | } |