Struct ParamState 

pub struct ParamState {
    pub momentum: Option<Vec<u8>>,
    pub velocity: Option<Vec<u8>>,
    pub step: Option<usize>,
    pub custom: HashMap<String, Vec<u8>>,
}

Per-parameter optimizer state (momentum, velocity, etc.).

Fields

momentum: Option<Vec<u8>>

Momentum buffer (for SGD with momentum, Adam, etc.)

velocity: Option<Vec<u8>>

Velocity buffer (for Adam, RMSprop, etc.)

step: Option<usize>

Step count (for Adam)

custom: HashMap<String, Vec<u8>>

Custom state fields

Trait Implementations

impl Clone for ParamState

fn clone(&self) -> ParamState

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ParamState

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ParamState

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ParamState

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.