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PruningReport

qualia_core_db::specialized_libs::machine_learning

Struct PruningReport 

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pub struct PruningReport {
    pub total_weights: usize,
    pub pruned_weights: usize,
    pub kept_weights: usize,
    pub total_units: usize,
    pub pruned_units: usize,
    pub requested_sparsity: f64,
    pub achieved_sparsity: f64,
    pub original_bytes: usize,
    pub compressed_bytes: usize,
    pub compression_ratio: f64,
    pub l2_energy_preserved: f64,
}
Expand description

Measured result of an exact magnitude-pruning pass.

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§total_weights: usize§pruned_weights: usize§kept_weights: usize§total_units: usize§pruned_units: usize§requested_sparsity: f64§achieved_sparsity: f64§original_bytes: usize§compressed_bytes: usize§compression_ratio: f64§l2_energy_preserved: f64

Fraction of the original squared L2 energy retained by the sparse tensor.

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impl Clone for PruningReport

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fn clone(&self) -> PruningReport

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 PruningReport

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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 PartialEq for PruningReport

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fn eq(&self, other: &PruningReport) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Copy for PruningReport

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impl StructuralPartialEq for PruningReport

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