Class Model

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this method to add a layer to the model. The layer is added to the end of the existing layers in the model. This transfers the ownership of the layer to the network. No need to destroy the layer once it is added to a model. Layer is available until the model is released, so Dispose() must never be used.

Use this method to initialize neural network model.Various hyperparameter can be set before compile the model. Once compiled, any modification to the properties of model or layers/dataset/optimizer in the model will be restricted. Further, addition of layers or changing the optimizer/dataset of the model will not be permitted. The input format of hyperparameter must be 'key = value' format.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this method to get input tensors information of the model. Model must be compiled before calling this method.

Use this method to get already created Neural Network Layer. The returned layer must not be deleted as it is owned by the model. layerName can be set by SetProperty method of Layer. Returned layer instance is different with same layerName, but internally the native layer handle is same.

Use this method to get output tensors information of the model. Model must be compiled before calling this method.

Use this class to create neural network model. The Model class provides interfaces to construct, complle, run, adding layer and etc with neural networks. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this method to load the current model. Format describes various formats in which various selections of the parameters of the models can be loaded. Some formats may load parameters required for training. Some other formats may load model configurations. Unless stated otherwise, loading model configuration requires a freshly constructed model with new Model() without Compile(params string[]), loading model parameter requires Compile() to be called upon the model before calling this method. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this method to train the compiled neural network model with the passed training hyperparameters. This method will return once the training, along with requested validation and testing, is completed. The input format of hyperparameter must be 'key = value' format.

Use this method to save the current model. Format describes various formats in which various selections of the parameters of the models can be saved. Some formats may save parameters required for training. Some other formats may save model configurations. Unless stated otherwise, Compile(params string[]) has to be called upon the a model before calling this method. Saved ini, if any, is not guaranteed to be identical to the original ini that might have been used to load the model. If you want to access only internal storage by using this method, you should add privilege %http://tizen.org/privilege/mediastorage. Or, if you want to access only external storage by using this method, you should add privilege %http://tizen.org/privilege/externalstorage. If you want to access both storage, you must add all the privileges.

Use this method to set dataset for running the model. The dataset will provide training, validation and test data for the model. This transfers the ownership of the dataset to the network. No need to destroy the dataset once it is set to a model. Unsets the previously set dataset, if any. The previously set dataset must be freed using Dispose().

Use this method to set neural network optimizer. This transfers the ownership of the optimizer to the network. No need to destroy the optimizer if it is added to a model.