[−][src]Struct radiate::models::neat::layers::lstm::LSTMState

pub struct LSTMState {
    pub f_gate_output: Vec<Vec<f32>>,
    pub i_gate_output: Vec<Vec<f32>>,
    pub s_gate_output: Vec<Vec<f32>>,
    pub o_gate_output: Vec<Vec<f32>>,
    pub memory_states: Vec<Vec<f32>>,
    pub d_prev_memory: Option<Vec<f32>>,
    pub d_prev_hidden: Option<Vec<f32>>,
}

LSTM State is meant to be a 'snapshot' of the outputs for each gate at each time step. The rest of the time-step memories are held in tracers

Fields

f_gate_output: Vec<Vec<f32>>i_gate_output: Vec<Vec<f32>>s_gate_output: Vec<Vec<f32>>o_gate_output: Vec<Vec<f32>>memory_states: Vec<Vec<f32>>d_prev_memory: Option<Vec<f32>>d_prev_hidden: Option<Vec<f32>>

Methods

`impl LSTMState`[src]

`pub fn new() -> Self`[src]

`pub fn update_forward( &mut self, fg: Vec<f32>, ig: Vec<f32>, sg: Vec<f32>, og: Vec<f32>, mem_state: Vec<f32> )`[src]

add the gate outputs to the state for this time step

Trait Implementations

`impl Debug for LSTMState`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl<'de> Deserialize<'de> for LSTMState`[src]

`fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

`impl Serialize for LSTMState`[src]

`fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

Auto Trait Implementations

`impl RefUnwindSafe for LSTMState`

`impl Send for LSTMState`

`impl Sync for LSTMState`

`impl Unpin for LSTMState`

`impl UnwindSafe for LSTMState`

Blanket Implementations

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Any for T where T: Any + Serialize + Deserialize,` [src]

`fn as_any(&self) -> &(dyn Any + 'static)`[src]

`fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)`[src]

`fn into_any(self: Box<T>) -> Box<dyn Any + 'static>`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> Debug for T where T: Debug + Serialize + Deserialize + ?Sized,` [src]

`impl<T> Deserialize for T where T: DeserializeOwned,` [src]

`impl<T> DeserializeOwned for T where T: Deserialize<'de>,` [src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> Same<T> for T`

`type Output = T`

Should always be Self

`impl<T> Serialize for T where T: Serialize + ?Sized,` [src]

`fn erased_serialize(&self, serializer: &mut dyn Serializer) -> Result<Ok, Error>`[src]

`impl<T, U> TryFrom for T where U: Into<T>,` [src]

`type Error = Infallible`

The type returned in the event of a conversion error.

`fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>`[src]

`impl<T, U> TryInto for T where U: TryFrom<T>,` [src]

`type Error = >::Error`

The type returned in the event of a conversion error.

`fn try_into(self) -> Result<U, >::Error>`[src]

`impl<T> Type for T`[src]

`const METATYPE: MetaType`[src]

`type Meta = Concrete`

Type of metadata for type.

`fn meta(self: *const T) -> <T as Type>::Meta`[src]

`fn data(self: const T) -> const ()`[src]

`fn data_mut(self: mut T) -> mut ()`[src]

`fn dangling(_t: <T as Type>::Meta) -> NonNull<T>`[src]

`fn fatten(thin: mut (), _t: <T as Type>::Meta) -> mut T`[src]

`fn meta_type(self: *const Self) -> MetaType`[src]

`impl<T> Type for T where T: ?Sized,` [src]

`default fn meta(self: *const T) -> <T as Type>::Meta`[src]

`default fn data(self: const T) -> const ()`[src]

`default fn data_mut(self: mut T) -> mut ()`[src]

`default fn dangling(t: <T as Type>::Meta) -> NonNull<T>`[src]

`default fn fatten(thin: mut (), t: <T as Type>::Meta) -> mut T`[src]

`const METATYPE: MetaType`[src]

`type Meta: 'static`

`fn meta_type(self: *const Self) -> MetaType`[src]

`impl<V, T> VZip<V> for T where V: MultiLane<T>,`

`fn vzip(self) -> V`

[−][src]Struct radiate::models::neat::layers::lstm::LSTMState

Fields

Methods

impl LSTMState[src]

pub fn new() -> Self[src]

pub fn update_forward( &mut self, fg: Vec<f32>, ig: Vec<f32>, sg: Vec<f32>, og: Vec<f32>, mem_state: Vec<f32>)[src]

Trait Implementations

impl Debug for LSTMState[src]

fn fmt(&self, f: &mut Formatter) -> Result[src]

impl<'de> Deserialize<'de> for LSTMState[src]

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where __D: Deserializer<'de>, [src]

impl Serialize for LSTMState[src]

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where __S: Serializer, [src]

Auto Trait Implementations

impl RefUnwindSafe for LSTMState

impl Send for LSTMState

impl Sync for LSTMState

impl Unpin for LSTMState

impl UnwindSafe for LSTMState

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized, [src]

fn type_id(&self) -> TypeId[src]

impl<T> Any for T where T: Any + Serialize + Deserialize, [src]

fn as_any(&self) -> &(dyn Any + 'static)[src]

fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)[src]

fn into_any(self: Box<T>) -> Box<dyn Any + 'static>[src]

impl<T> Borrow<T> for T where T: ?Sized, [src]

fn borrow(&self) -> &T[src]

impl<T> BorrowMut<T> for T where T: ?Sized, [src]

fn borrow_mut(&mut self) -> &mut T[src]

impl<T> Debug for T where T: Debug + Serialize + Deserialize + ?Sized, [src]

impl<T> Deserialize for T where T: DeserializeOwned, [src]

impl<T> DeserializeOwned for T where T: Deserialize<'de>, [src]

impl<T> From<T> for T[src]

fn from(t: T) -> T[src]

impl<T, U> Into<U> for T where U: From<T>, [src]

fn into(self) -> U[src]

impl<T> Same<T> for T

type Output = T

impl<T> Serialize for T where T: Serialize + ?Sized, [src]

impl<T> Serialize for T where T: Serialize + ?Sized, [src]

fn erased_serialize(&self, serializer: &mut dyn Serializer) -> Result<Ok, Error>[src]

impl<T, U> TryFrom<U> for T where U: Into<T>, [src]

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

impl<T, U> TryInto<U> for T where U: TryFrom<T>, [src]

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

impl<T> Type for T[src]

const METATYPE: MetaType[src]

type Meta = Concrete

fn meta(self: *const T) -> <T as Type>::Meta[src]

fn data(self: *const T) -> *const ()[src]

fn data_mut(self: *mut T) -> *mut ()[src]

fn dangling(_t: <T as Type>::Meta) -> NonNull<T>[src]

fn fatten(thin: *mut (), _t: <T as Type>::Meta) -> *mut T[src]

fn meta_type(self: *const Self) -> MetaType[src]

impl<T> Type for T where T: ?Sized, [src]

default fn meta(self: *const T) -> <T as Type>::Meta[src]

default fn data(self: *const T) -> *const ()[src]

default fn data_mut(self: *mut T) -> *mut ()[src]

default fn dangling(t: <T as Type>::Meta) -> NonNull<T>[src]

default fn fatten(thin: *mut (), t: <T as Type>::Meta) -> *mut T[src]

const METATYPE: MetaType[src]

type Meta: 'static

fn meta_type(self: *const Self) -> MetaType[src]

impl<V, T> VZip<V> for T where V: MultiLane<T>,

fn vzip(self) -> V

`impl LSTMState`[src]

`pub fn new() -> Self`[src]

`pub fn update_forward( &mut self, fg: Vec<f32>, ig: Vec<f32>, sg: Vec<f32>, og: Vec<f32>, mem_state: Vec<f32> )`[src]

`impl Debug for LSTMState`[src]

`fn fmt(&self, f: &mut Formatter) -> Result`[src]

`impl<'de> Deserialize<'de> for LSTMState`[src]

`fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where __D: Deserializer<'de>,` [src]

`impl Serialize for LSTMState`[src]

`fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where S: Serializer,` [src]

`impl RefUnwindSafe for LSTMState`

`impl Send for LSTMState`

`impl Sync for LSTMState`

`impl Unpin for LSTMState`

`impl UnwindSafe for LSTMState`

`impl<T> Any for T where T: 'static + ?Sized,` [src]

`fn type_id(&self) -> TypeId`[src]

`impl<T> Any for T where T: Any + Serialize + Deserialize,` [src]

`fn as_any(&self) -> &(dyn Any + 'static)`[src]

`fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)`[src]

`fn into_any(self: Box<T>) -> Box<dyn Any + 'static>`[src]

`impl<T> Borrow<T> for T where T: ?Sized,` [src]

`fn borrow(&self) -> &T`[src]

`impl<T> BorrowMut<T> for T where T: ?Sized,` [src]

`fn borrow_mut(&mut self) -> &mut T`[src]

`impl<T> Debug for T where T: Debug + Serialize + Deserialize + ?Sized,` [src]

`impl<T> Deserialize for T where T: DeserializeOwned,` [src]

`impl<T> DeserializeOwned for T where T: Deserialize<'de>,` [src]

`impl<T> From<T> for T`[src]

`fn from(t: T) -> T`[src]

`impl<T, U> Into<U> for T where U: From<T>,` [src]

`fn into(self) -> U`[src]

`impl<T> Same<T> for T`

`type Output = T`

`impl<T> Serialize for T where T: Serialize + ?Sized,` [src]

`impl<T> Serialize for T where T: Serialize + ?Sized,` [src]

`fn erased_serialize(&self, serializer: &mut dyn Serializer) -> Result<Ok, Error>`[src]

`impl<T, U> TryFrom<U> for T where U: Into<T>,` [src]

`type Error = Infallible`

`fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>`[src]

`impl<T, U> TryInto<U> for T where U: TryFrom<T>,` [src]

`type Error = <U as TryFrom<T>>::Error`

`fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>`[src]

`impl<T> Type for T`[src]

`const METATYPE: MetaType`[src]

`type Meta = Concrete`

`fn meta(self: *const T) -> <T as Type>::Meta`[src]

`fn data(self: const T) -> const ()`[src]

`fn data_mut(self: mut T) -> mut ()`[src]

`fn dangling(_t: <T as Type>::Meta) -> NonNull<T>`[src]

`fn fatten(thin: mut (), _t: <T as Type>::Meta) -> mut T`[src]

`fn meta_type(self: *const Self) -> MetaType`[src]

`impl<T> Type for T where T: ?Sized,` [src]

`default fn meta(self: *const T) -> <T as Type>::Meta`[src]

`default fn data(self: const T) -> const ()`[src]

`default fn data_mut(self: mut T) -> mut ()`[src]

`default fn dangling(t: <T as Type>::Meta) -> NonNull<T>`[src]

`default fn fatten(thin: mut (), t: <T as Type>::Meta) -> mut T`[src]

`const METATYPE: MetaType`[src]

`type Meta: 'static`

`fn meta_type(self: *const Self) -> MetaType`[src]

`impl<V, T> VZip<V> for T where V: MultiLane<T>,`

`fn vzip(self) -> V`