tiny_dnn 1.0.0
A header only, dependency-free deep learning framework in C++11
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Public Member Functions | List of all members
tiny_dnn::core::dnn_backend Class Reference
Inheritance diagram for tiny_dnn::core::dnn_backend:
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Collaboration diagram for tiny_dnn::core::dnn_backend:
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Public Member Functions

void conv2d (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void conv2d_q (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void conv2d_eq (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void conv2d (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void conv2d_q (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void deconv2d (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void deconv2d_q (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void deconv2d_eq (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void deconv2d (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void deconv2d_q (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void maxpool (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void maxpool (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void fully (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void fully_q (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void fully_eq (const std::vector< tensor_t * > &in_data, std::vector< tensor_t * > &out_data) override
 
void fully (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
void fully_q (const std::vector< tensor_t * > &in_data, const std::vector< tensor_t * > &out_data, std::vector< tensor_t * > &out_grad, std::vector< tensor_t * > &in_grad) override
 
backend_t type () const override
 
- Public Member Functions inherited from tiny_dnn::core::backend
 backend (context *ctx_=nullptr)
 
contextget_context () const
 
void set_layer (layerptr_t layer)
 

Additional Inherited Members

- Protected Attributes inherited from tiny_dnn::core::backend
contextctx_
 
layerptr_t layer_
 

Member Function Documentation

◆ conv2d() [1/2]

void tiny_dnn::core::dnn_backend::conv2d ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ conv2d() [2/2]

void tiny_dnn::core::dnn_backend::conv2d ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ conv2d_eq()

void tiny_dnn::core::dnn_backend::conv2d_eq ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ conv2d_q() [1/2]

void tiny_dnn::core::dnn_backend::conv2d_q ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ conv2d_q() [2/2]

void tiny_dnn::core::dnn_backend::conv2d_q ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ deconv2d() [1/2]

void tiny_dnn::core::dnn_backend::deconv2d ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ deconv2d() [2/2]

void tiny_dnn::core::dnn_backend::deconv2d ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ deconv2d_eq()

void tiny_dnn::core::dnn_backend::deconv2d_eq ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ deconv2d_q() [1/2]

void tiny_dnn::core::dnn_backend::deconv2d_q ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ deconv2d_q() [2/2]

void tiny_dnn::core::dnn_backend::deconv2d_q ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ fully() [1/2]

void tiny_dnn::core::dnn_backend::fully ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ fully() [2/2]

void tiny_dnn::core::dnn_backend::fully ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ fully_eq()

void tiny_dnn::core::dnn_backend::fully_eq ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ fully_q() [1/2]

void tiny_dnn::core::dnn_backend::fully_q ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ fully_q() [2/2]

void tiny_dnn::core::dnn_backend::fully_q ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ maxpool() [1/2]

void tiny_dnn::core::dnn_backend::maxpool ( const std::vector< tensor_t * > &  in_data,
const std::vector< tensor_t * > &  out_data,
std::vector< tensor_t * > &  out_grad,
std::vector< tensor_t * > &  in_grad 
)
inlineoverridevirtual

◆ maxpool() [2/2]

void tiny_dnn::core::dnn_backend::maxpool ( const std::vector< tensor_t * > &  in_data,
std::vector< tensor_t * > &  out_data 
)
inlineoverridevirtual

◆ type()

backend_t tiny_dnn::core::dnn_backend::type ( ) const
inlineoverridevirtual

The documentation for this class was generated from the following file: