Struct LearningConfig 

pub struct LearningConfig {
    pub model_type: GnnModelType,
    pub input_dim: usize,
    pub output_dim: usize,
    pub hyperparameters: HyperParameters,
    pub mixed_precision: bool,
    pub device: Device,
    pub seed: Option<u64>,
    pub gradient_checkpointing: bool,
}

Configuration for the learning service

Fields

model_type: GnnModelType

Type of GNN model to use

input_dim: usize

Input embedding dimension

output_dim: usize

Output embedding dimension

hyperparameters: HyperParameters

Training hyperparameters

mixed_precision: bool

Enable mixed precision training

device: Device

Device to use for training

seed: Option<u64>

Random seed for reproducibility

gradient_checkpointing: bool

Enable gradient checkpointing to save memory

Trait Implementations

impl Clone for LearningConfig

fn clone(&self) -> LearningConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LearningConfig

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

Formats the value using the given formatter.

impl Default for LearningConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for LearningConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LearningConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.