dnn_srcnn.h File Reference

This file contains CNN weights for SRCNN model (https://arxiv.org/abs/1501.00092), auto generated by scripts provided in the repository: https://github.com/HighVoltageRocknRoll/sr.git. More...

Go to the source code of this file.

Variables
static const float	srcnn_conv1_kernel []
static const long int	srcnn_conv1_kernel_dims []
static const float	srcnn_conv1_bias []
static const long int	srcnn_conv1_bias_dims []
static const float	srcnn_conv2_kernel []
static const long int	srcnn_conv2_kernel_dims []
static const float	srcnn_conv2_bias []
static const long int	srcnn_conv2_bias_dims []
static const float	srcnn_conv3_kernel []
static const long int	srcnn_conv3_kernel_dims []
static const float	srcnn_conv3_bias []
static const long int	srcnn_conv3_bias_dims []

Detailed Description

This file contains CNN weights for SRCNN model (https://arxiv.org/abs/1501.00092), auto generated by scripts provided in the repository: https://github.com/HighVoltageRocknRoll/sr.git.

Definition in file dnn_srcnn.h.

Variable Documentation

const float srcnn_conv1_kernel[]

static

Definition at line 30 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv1_kernel_dims[]

static

Initial value:

= {
    64,
    9,
    9,
    1
}

Definition at line 1329 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().

const float srcnn_conv1_bias[]

static

Initial value:

= {
    -0.03104757f,    -0.041964848f,   -0.083611324f,   -0.002169974f,
    -0.07627048f,    0.25804275f,     0.046665564f,    -0.105794735f,
    -0.005059599f,   0.0075850748f,   -0.16695252f,    0.10687588f,
    -0.7635969f,     0.075352825f,    0.08281501f,     0.118062764f,
    0.0062399036f,   0.3085167f,      0.04891141f,     0.16722123f,
    -0.1108275f,     0.0058327145f,   -0.062004026f,   -0.020524414f,
    0.3672099f,      -0.006577327f,   0.00042476706f,  -0.29667565f,
    0.0134129785f,   0.004270995f,    0.26935476f,     -2.1275053f,
    0.017589822f,    0.0005980144f,   0.02921272f,     0.034701083f,
    0.0017111801f,   0.28400767f,     -0.032340873f,   0.05517057f,
    0.14524327f,     -0.0419153f,     -0.34236446f,    0.00046179228f,
    -0.00074790325f, 0.035835523f,    0.10878776f,     -0.0021145006f,
    -0.15688384f,    0.011170645f,    0.2916091f,      0.043360725f,
    -0.9492841f,     0.00031853997f,  0.002931761f,    -0.086825155f,
    -8.591174e-06f,  -0.046959378f,   -0.17770994f,    -0.49371472f,
    -0.011704801f,   -0.013705753f,   -3.0716825f,     0.101286575f
}

Definition at line 1336 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv1_bias_dims[]

static

Initial value:

= {
    64
}

Definition at line 1355 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().

const float srcnn_conv2_kernel[]

static

Definition at line 1359 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv2_kernel_dims[]

static

Initial value:

= {
    32,
    1,
    1,
    64
}

Definition at line 1874 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().

const float srcnn_conv2_bias[]

static

Initial value:

= {
    0.09001736f,    -0.031720124f,  -0.024846114f,  -0.035022605f,
    -0.16753441f,   -0.24242124f,   -0.044640545f,  -0.20171297f,
    -0.096079856f,  -0.037742432f,  -0.04986537f,   -0.0038985226f,
    -0.25487283f,   -0.2441333f,    -0.12463038f,   -0.105134524f,
    -0.14091603f,   0.098204255f,   -0.1330502f,    -0.13487196f,
    -0.007303758f,  -0.20383103f,   -0.1098435f,    -0.059294518f,
    -0.07478027f,   -0.12918422f,   -0.081090845f,  0.06685089f,
    0.04673613f,    0.09166999f,    -0.13702203f,   -0.04475111f
}

Definition at line 1881 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv2_bias_dims[]

static

Initial value:

= {
    32
}

Definition at line 1892 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().

const float srcnn_conv3_kernel[]

static

Definition at line 1896 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv3_kernel_dims[]

static

Initial value:

= {
    1,
    5,
    5,
    32
}

Definition at line 2099 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().

const float srcnn_conv3_bias[]

static

Initial value:

= {
    -0.020475434f
}

Definition at line 2106 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_native(), and ff_dnn_load_default_model_tf().

const long int srcnn_conv3_bias_dims[]

static

Initial value:

= {
    1
}

Definition at line 2110 of file dnn_srcnn.h.

Referenced by ff_dnn_load_default_model_tf().