Include dependency graph for init.hpp:
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Namespaces | |
| layr | |
Typedefs | |
| template<typename T > | |
| using | layr::InitF = std::function< eteq::VarptrT< T >(teq::Shape, std::string)> |
| Function that produces a variable given the variable's shape and label. More... | |
| template<typename T > | |
| using | layr::ShapeFactorF = std::function< T(teq::Shape)> |
| Function that returns some metric of a shape. More... | |
Functions | |
| template<typename T > | |
| T | layr::fanio (teq::Shape shape) |
| Return the sum of the first 2 dimensions of a shape. More... | |
| template<typename T > | |
| T | layr::fanavg (teq::Shape shape) |
| Return the mean of the first 2 dimensions of a shape. More... | |
| template<typename T > | |
| void | layr::truncated_normal (std::vector< T > &out, teq::Shape shape, T mean, T stdev, size_t max_repick=5) |
| template<typename T > | |
| InitF< T > | layr::zero_init (void) |
| Return initialization function that makes zero variables. More... | |
| template<typename T > | |
| InitF< T > | layr::variance_scaling_init (T factor, ShapeFactorF< T > sfactor=fanavg< T >) |
| template<typename T > | |
| InitF< T > | layr::unif_xavier_init (T factor=1) |
| template<typename T > | |
| InitF< T > | layr::norm_xavier_init (T factor=1) |
