[−][src]Struct radiate::models::neat::layers::lstm::LSTMState
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>>
Implementations
impl LSTMState
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pub fn new() -> Self
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pub fn update_forward(
&mut self,
fg: Vec<f32>,
ig: Vec<f32>,
sg: Vec<f32>,
og: Vec<f32>,
mem_state: Vec<f32>
)
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&mut self,
fg: Vec<f32>,
ig: Vec<f32>,
sg: Vec<f32>,
og: Vec<f32>,
mem_state: Vec<f32>
)
add the gate outputs to the state for this time step
Trait Implementations
impl Debug for LSTMState
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impl<'de> Deserialize<'de> for LSTMState
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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
__D: Deserializer<'de>,
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__D: Deserializer<'de>,
impl Serialize for LSTMState
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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,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T
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impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,
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T: for<'de> Deserialize<'de>,
impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> Pointable for T
pub const ALIGN: usize
type Init = T
The type for initializers.
pub unsafe fn init(init: <T as Pointable>::Init) -> usize
pub unsafe fn deref<'a>(ptr: usize) -> &'a T
pub unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T
pub unsafe fn drop(ptr: usize)
impl<T> Serialize for T where
T: Serialize + ?Sized,
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T: Serialize + ?Sized,
pub fn erased_serialize(
&self,
serializer: &mut dyn Serializer
) -> Result<Ok, Error>
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&self,
serializer: &mut dyn Serializer
) -> Result<Ok, Error>
impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<V, T> VZip<V> for T where
V: MultiLane<T>,
V: MultiLane<T>,