a general class for an encoder decoder system More...
Inheritance diagram for nabu.neuralnetworks.models.model.Model:
Public Member Functions | |
| def | __init__ (self, conf, trainlabels, constraint) |
| Model constructor. More... | |
| def | __call__ (self, inputs, input_seq_length, targets, target_seq_length, is_training) |
| Add the neural net variables and operations to the graph. More... | |
| def | variables (self) |
| get a list of the models's variables | |
Public Attributes | |
| conf | |
| input_names | |
| output_names | |
| output_dims | |
| encoder | |
| decoder | |
Detailed Description
a general class for an encoder decoder system
Constructor & Destructor Documentation
§ __init__()
| def nabu.neuralnetworks.models.model.Model.__init__ | ( | self, | |
| conf, | |||
| trainlabels, | |||
| constraint | |||
| ) |
Model constructor.
- Parameters
-
conf The model configuration as a configparser object trainlabels the number of extra labels required by the trainer constraint a constraint for the model paramaters
Member Function Documentation
§ __call__()
| def nabu.neuralnetworks.models.model.Model.__call__ | ( | self, | |
| inputs, | |||
| input_seq_length, | |||
| targets, | |||
| target_seq_length, | |||
| is_training | |||
| ) |
Add the neural net variables and operations to the graph.
- Parameters
-
inputs the inputs to the neural network, this is a dictionary of [batch_size x time x ...] tensors input_seq_length The sequence lengths of the input utterances, this is a dictionary of [batch_size] vectors targets the targets to the neural network, this is a dictionary of [batch_size x time x ...] tensors. target_seq_length The sequence lengths of the target utterances, this is a dictionary of [batch_size] vectors is_training whether or not the network is in training mode
- Returns
- output logits, which is a dictionary of [batch_size x time x ...]
-
tensors
- the output logits sequence lengths which is a dictionary of [batch_size] vectors
The documentation for this class was generated from the following file:
