Struct AttentionTransferLoss

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pub struct AttentionTransferLoss {
    pub beta: f64,
}

Expand description

Attention transfer for distillation based on attention maps.

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§beta: f64

Beta parameter for attention map normalization.

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impl AttentionTransferLoss

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pub fn new(beta: f64) -> Self

Create a new attention transfer loss.

§Arguments

beta - Power for attention map normalization (typically 2.0)

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pub fn compute_attention_loss( &self, student_attention: &ArrayView<'_, f64, Ix2>, teacher_attention: &ArrayView<'_, f64, Ix2>, ) -> TrainResult<f64>

Compute attention transfer loss.

§Arguments

student_attention - Student attention maps
teacher_attention - Teacher attention maps

§Returns

Attention transfer loss

Auto Trait Implementations§

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impl UnwindSafe for AttentionTransferLoss

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