Trait nncombinator::persistence::Persistence

pub trait Persistence<U, P, K>where
    K: PersistenceType,{
    fn load(&mut self, persistence: &mut P) -> Result<(), ConfigReadError>;
    fn save(&mut self, persistence: &mut P) -> Result<(), PersistenceError>;
}

Required Methods

fn load(&mut self, persistence: &mut P) -> Result<(), ConfigReadError>

fn save(&mut self, persistence: &mut P) -> Result<(), PersistenceError>

Implementors

impl<T, U, O, LI> Persistence<U, T, Linear> for InputLayer<U, O, LI>where
    T: LinearPersistence<U>,
    U: UnitValue<U>,

impl<T, U, P, A, I, PI, D> Persistence<U, T, Linear> for ActivationLayer<U, P, A, I, PI, D>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = PI> + Persistence<U, T, Linear> + BackwardAll<U, LossInput = PI> + PreTrain<U> + Loss<U>,
    U: UnitValue<U>,
    D: Device<U>,
    A: Activation<U, PI, PI, D>,
    PI: Debug,
    I: Debug + Send + Sync,

impl<T, U, P, D, I, IO> Persistence<U, T, Linear> for LinearOutputLayer<U, P, D, I, IO>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = IO> + BackwardAll<U, LossInput = IO> + PreTrain<U> + Loss<U> + Persistence<U, T, Linear>,
    U: Default + Clone + Copy + UnitValue<U>,
    D: Device<U>,
    IO: Debug,
    I: Debug + Send + Sync,

impl<T, U, P, I, const NI: usize, const NO: usize> Persistence<U, T, Linear> for DiffLinearLayer<U, Arr2<U, NI, NO>, P, DeviceCpu<U>, I, NI, NO>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = DiffInput<DiffArr<U, NI>, U, NI, NO>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, T, Linear>,
    U: Default + Clone + Copy + UnitValue<U>,
    I: Debug + Send + Sync,

impl<T, U, P, I, const NI: usize, const NO: usize> Persistence<U, T, Linear> for DiffLinearLayer<U, CachedTensor<U, Arr2<U, NI, NO>>, P, DeviceGpu<U>, I, NI, NO>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = DiffInput<DiffArr<U, NI>, U, NI, NO>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, T, Linear>,
    U: Default + Clone + Copy + UnitValue<U>,
    I: Debug + Send + Sync,
    DeviceGpu<U>: Device<U>,

impl<T, U, P, I, const NI: usize, const NO: usize> Persistence<U, T, Linear> for LinearLayer<U, Arr2<U, NI, NO>, P, DeviceCpu<U>, I, NI, NO>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = Arr<U, NI>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, T, Linear>,
    U: Default + Clone + Copy + UnitValue<U>,
    I: Debug + Send + Sync,

impl<T, U, P, I, const NI: usize, const NO: usize> Persistence<U, T, Linear> for LinearLayer<U, CachedTensor<U, Arr2<U, NI, NO>>, P, DeviceGpu<U>, I, NI, NO>where
    T: LinearPersistence<U>,
    P: ForwardAll<Input = I, Output = Arr<U, NI>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, T, Linear>,
    U: Default + Clone + Copy + UnitValue<U>,
    I: Debug + Send + Sync,
    DeviceGpu<U>: Device<U>,

impl<U, O, LI> Persistence<U, TextFilePersistence<U>, Specialized> for InputLayer<U, O, LI>where
    U: UnitValue<U> + FromStr + Sized,

impl<U, P, A, I, PI, D> Persistence<U, TextFilePersistence<U>, Specialized> for ActivationLayer<U, P, A, I, PI, D>where
    P: ForwardAll<Input = I, Output = PI> + Persistence<U, TextFilePersistence<U>, Specialized> + BackwardAll<U, LossInput = PI> + PreTrain<U> + Loss<U>,
    U: UnitValue<U> + FromStr,
    D: Device<U>,
    A: Activation<U, PI, PI, D>,
    PI: Debug,
    I: Debug + Send + Sync,

impl<U, P, D, I, IO> Persistence<U, TextFilePersistence<U>, Specialized> for LinearOutputLayer<U, P, D, I, IO>where
    P: ForwardAll<Input = I, Output = IO> + BackwardAll<U, LossInput = IO> + PreTrain<U> + Loss<U> + Persistence<U, TextFilePersistence<U>, Specialized>,
    U: Default + Clone + Copy + UnitValue<U> + FromStr + Sized,
    D: Device<U>,
    IO: Debug,
    I: Debug + Send + Sync,

impl<U, P, I, const NI: usize, const NO: usize> Persistence<U, TextFilePersistence<U>, Specialized> for DiffLinearLayer<U, Arr2<U, NI, NO>, P, DeviceCpu<U>, I, NI, NO>where
    P: ForwardAll<Input = I, Output = DiffInput<DiffArr<U, NI>, U, NI, NO>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, TextFilePersistence<U>, Specialized>,
    U: Default + Clone + Copy + UnitValue<U> + FromStr,
    I: Debug + Send + Sync,
    ConfigReadError: From<<U as FromStr>::Err>,

impl<U, P, I, const NI: usize, const NO: usize> Persistence<U, TextFilePersistence<U>, Specialized> for DiffLinearLayer<U, CachedTensor<U, Arr2<U, NI, NO>>, P, DeviceGpu<U>, I, NI, NO>where
    P: ForwardAll<Input = I, Output = DiffInput<DiffArr<U, NI>, U, NI, NO>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, TextFilePersistence<U>, Specialized>,
    U: Default + Clone + Copy + UnitValue<U> + FromStr,
    I: Debug + Send + Sync,
    DeviceGpu<U>: Device<U>,
    ConfigReadError: From<<U as FromStr>::Err>,

impl<U, P, I, const NI: usize, const NO: usize> Persistence<U, TextFilePersistence<U>, Specialized> for LinearLayer<U, Arr2<U, NI, NO>, P, DeviceCpu<U>, I, NI, NO>where
    P: ForwardAll<Input = I, Output = Arr<U, NI>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, TextFilePersistence<U>, Specialized>,
    U: Default + Clone + Copy + UnitValue<U> + FromStr,
    I: Debug + Send + Sync,
    ConfigReadError: From<<U as FromStr>::Err>,

impl<U, P, I, const NI: usize, const NO: usize> Persistence<U, TextFilePersistence<U>, Specialized> for LinearLayer<U, CachedTensor<U, Arr2<U, NI, NO>>, P, DeviceGpu<U>, I, NI, NO>where
    P: ForwardAll<Input = I, Output = Arr<U, NI>> + BackwardAll<U, LossInput = Arr<U, NI>> + PreTrain<U> + Loss<U> + Persistence<U, TextFilePersistence<U>, Specialized>,
    U: Default + Clone + Copy + UnitValue<U> + FromStr,
    I: Debug + Send + Sync,
    DeviceGpu<U>: Device<U>,
    ConfigReadError: From<<U as FromStr>::Err>,