Inheritance diagram for KerasLayer:
Public Member Functions | |
| int | apply_sparse (vector< pair< int, float > > &sline, vector< float > &output) const |
| int | apply_sparse (map< int, float > &sline, vector< float > &output) const |
| int | apply (vector< float > &in, vector< float > &out) const |
| int | apply_bn (vector< float > &in, vector< float > &out) const |
| int | apply_activation (vector< float > &in, vector< float > &out) const |
| int | apply (MedMat< float > &in, MedMat< float > &out) const |
| int | apply_bn (MedMat< float > &in, MedMat< float > &out) const |
| int | apply_activation (MedMat< float > &in, MedMat< float > &out) const |
| int | init (map< string, string > &_map) |
| Virtual to init object from parsed fields. | |
 Public Member Functions inherited from SerializableObject | |
| virtual int | version () const |
| Relevant for serializations. | |
| virtual string | my_class_name () const |
| For better handling of serializations it is highly recommended that each SerializableObject inheriting class will implement the next method. | |
| virtual void | serialized_fields_name (vector< string > &field_names) const |
| The names of the serialized fields. | |
| virtual void * | new_polymorphic (string derived_name) |
| for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type) | |
| virtual void | pre_serialization () |
| virtual void | post_deserialization () |
| virtual size_t | get_size () |
| Gets bytes sizes for serializations. | |
| virtual size_t | serialize (unsigned char *blob) |
| Serialiazing object to blob memory. return number ob bytes wrote to memory. | |
| virtual size_t | deserialize (unsigned char *blob) |
| Deserialiazing blob to object. returns number of bytes read. | |
| size_t | serialize_vec (vector< unsigned char > &blob) |
| size_t | deserialize_vec (vector< unsigned char > &blob) |
| virtual size_t | serialize (vector< unsigned char > &blob) |
| virtual size_t | deserialize (vector< unsigned char > &blob) |
| virtual int | read_from_file (const string &fname) |
| read and deserialize model | |
| virtual int | write_to_file (const string &fname) |
| serialize model and write to file | |
| virtual int | read_from_file_unsafe (const string &fname) |
| read and deserialize model without checking version number - unsafe read | |
| int | init_from_string (string init_string) |
| Init from string. | |
| int | init_params_from_file (string init_file) |
| int | init_param_from_file (string file_str, string ¶m) |
| int | update_from_string (const string &init_string) |
| virtual int | update (map< string, string > &map) |
| Virtual to update object from parsed fields. | |
| virtual string | object_json () const |
Data Fields | |
| int | type = K_UNKNOWN |
| string | name = "" |
| int | in_dim = 0 |
| int | out_dim = 0 |
| int | n_bias = 0 |
| int | activation = A_UNKNOWN |
| int | dim |
| float | drop_rate |
| float | leaky_alpha |
| MedMat< float > | wgts |
| MedMat< float > | twgts |
| vector< float > | bias |
| unordered_map< string, int > | name_to_type = { { "dense" , K_DENSE } ,{ "leaky", K_LEAKY } ,{ "dropout" , K_DROPOUT },{ "batch_normalization" , K_BN } , {"activation", K_ACTIVATION} } |
| unordered_map< string, int > | name_to_activation = { { "linear" , A_LINEAR } ,{ "relu", A_RELU } ,{ "leaky" , A_LEAKY },{ "sigmoid" , A_SIGMOID }, {"softmax", A_SOFTMAX} } |
Member Function Documentation
◆ init()
|
virtual |
Virtual to init object from parsed fields.
Reimplemented from SerializableObject.
The documentation for this class was generated from the following files:
- Internal/MedEmbed/MedEmbed/ApplyKeras.h
- Internal/MedEmbed/MedEmbed/ApplyKeras.cpp
