EMA

tiny_recursive_rs::training::ema

Struct EMA

pub struct EMA { /* private fields */ }

Expand description

Exponential Moving Average

Maintains shadow copies of model parameters that are updated with exponential moving average.

Implementations§

impl EMA

pub fn new(config: EMAConfig) -> Self

Create new EMA

pub fn update(&mut self, params: &[Tensor]) -> Result<()>

Update EMA parameters

§Arguments

params - Current model parameters

§Returns

Result indicating success or error

pub fn get_params(&self) -> Vec<Tensor>

Get EMA parameters

§Returns

Vector of EMA’d parameters

pub fn copy_to(&self, params: &mut [Tensor]) -> Result<()>

Copy EMA parameters to model

§Arguments

params - Model parameters to update

pub fn copy_from(&mut self, params: &[Tensor])

Copy model parameters to EMA

§Arguments

params - Model parameters to copy from

Auto Trait Implementations§

impl Freeze for EMA

impl !RefUnwindSafe for EMA

impl Send for EMA

impl Sync for EMA

impl Unpin for EMA

impl !UnwindSafe for EMA

Blanket Implementations§

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