Struct GradientDelta 

pub struct GradientDelta {
    pub base_model: Cid,
    pub layer_gradients: HashMap<String, LayerGradient>,
    pub checksum: u64,
    pub timestamp: i64,
}

Gradient delta (difference from base model)

Fields

base_model: Cid

Base model CID

layer_gradients: HashMap<String, LayerGradient>

Layer name to gradient mapping

checksum: u64

Checksum for verification

timestamp: i64

Timestamp

Implementations

impl GradientDelta

pub fn new(base_model: Cid) -> Self

Create a new gradient delta

pub fn add_dense_gradient( &mut self, layer_name: String, values: Vec<f32>, shape: Vec<usize>, )

Add a dense gradient for a layer

pub fn add_sparse_gradient( &mut self, layer_name: String, gradient: SparseGradient, )

Add a sparse gradient for a layer

pub fn add_quantized_gradient( &mut self, layer_name: String, gradient: QuantizedGradient, )

Add a quantized gradient for a layer

pub fn verify_checksum(&self) -> Result<(), GradientError>

Verify checksum

pub fn total_memory_size(&self) -> usize

Get total memory size in bytes

Trait Implementations

impl Clone for GradientDelta

fn clone(&self) -> GradientDelta

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GradientDelta

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GradientDelta

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GradientDelta

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

where __S: Serializer,

Serialize this value into the given Serde serializer.