Struct FinetunerConfig

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pub struct FinetunerConfig {
    pub input_dim: usize,
    pub output_dim: usize,
    pub learning_rate: f64,
    pub margin: f64,
    pub max_epochs: usize,
    pub batch_size: usize,
    pub l2_reg: f64,
}

Expand description

Hyper-parameters for EmbeddingFinetuner.

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§input_dim: usize

Dimensionality of the raw input embeddings.

§output_dim: usize

Dimensionality of the projected output.

§learning_rate: f64

Gradient descent step size.

§margin: f64

Triplet loss margin.

§max_epochs: usize

Maximum number of training epochs.

§batch_size: usize

Mini-batch size.

§l2_reg: f64

L2 regularisation coefficient.

Implementations§

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impl FinetunerConfig

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pub fn new(input_dim: usize, output_dim: usize) -> Self

Create a configuration with the given input / output dimensions and defaults.

Trait Implementations§

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impl Clone for FinetunerConfig

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fn clone(&self) -> FinetunerConfig

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for FinetunerConfig

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

Formats the value using the given formatter. Read more

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impl Default for FinetunerConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for FinetunerConfig

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where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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fn borrow_mut(&mut self) -> &mut T

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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