pub struct EmbeddingConfig {
pub embedding_dim: usize,
pub learning_rate: f64,
pub regularization: f64,
pub margin: f64,
pub batch_size: usize,
pub model: EmbeddingModel,
pub seed: Option<u64>,
}Expand description
Configuration for knowledge embeddings.
Fields§
§embedding_dim: usizeEmbedding dimension
learning_rate: f64Learning rate
regularization: f64Regularization coefficient
margin: f64Margin for margin-based loss
batch_size: usizeBatch size for training
model: EmbeddingModelEmbedding model type
seed: Option<u64>Random seed for reproducibility
Implementations§
Source§impl EmbeddingConfig
impl EmbeddingConfig
Sourcepub fn with_model(self, model: EmbeddingModel) -> Self
pub fn with_model(self, model: EmbeddingModel) -> Self
Set the model type.
Sourcepub fn with_learning_rate(self, lr: f64) -> Self
pub fn with_learning_rate(self, lr: f64) -> Self
Set the learning rate.
Sourcepub fn with_batch_size(self, batch_size: usize) -> Self
pub fn with_batch_size(self, batch_size: usize) -> Self
Set the batch size.
Trait Implementations§
Source§impl Clone for EmbeddingConfig
impl Clone for EmbeddingConfig
Source§fn clone(&self) -> EmbeddingConfig
fn clone(&self) -> EmbeddingConfig
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for EmbeddingConfig
impl Debug for EmbeddingConfig
Source§impl Default for EmbeddingConfig
impl Default for EmbeddingConfig
Source§impl<'de> Deserialize<'de> for EmbeddingConfig
impl<'de> Deserialize<'de> for EmbeddingConfig
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for EmbeddingConfig
impl RefUnwindSafe for EmbeddingConfig
impl Send for EmbeddingConfig
impl Sync for EmbeddingConfig
impl Unpin for EmbeddingConfig
impl UnwindSafe for EmbeddingConfig
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more