CompressionMethod

quantrs2_ml::quantum_implicit_neural_representations

Enum CompressionMethod 

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pub enum CompressionMethod {
    QuantumPruning {
        sparsity_target: f64,
        pruning_strategy: PruningStrategy,
    },
    QuantumQuantization {
        bit_width: usize,
        quantization_scheme: QuantizationScheme,
    },
    QuantumLowRank {
        rank_reduction_factor: f64,
        decomposition_method: DecompositionMethod,
    },
    QuantumDistillation {
        teacher_config: Box<QuantumINRConfig>,
        distillation_temperature: f64,
    },
    QuantumNAS {
        search_space: SearchSpace,
        efficiency_objective: EfficiencyObjective,
    },
}

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QuantumPruning

Quantum weight pruning

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§sparsity_target: f64
§pruning_strategy: PruningStrategy
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QuantumQuantization

Quantum quantization

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§bit_width: usize
§quantization_scheme: QuantizationScheme
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QuantumLowRank

Quantum low-rank decomposition

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§rank_reduction_factor: f64
§decomposition_method: DecompositionMethod
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QuantumDistillation

Quantum knowledge distillation

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§teacher_config: Box<QuantumINRConfig>
§distillation_temperature: f64
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QuantumNAS

Quantum neural architecture search for compression

Fields

§search_space: SearchSpace
§efficiency_objective: EfficiencyObjective

Trait Implementations§

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impl Clone for CompressionMethod

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fn clone(&self) -> CompressionMethod

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CompressionMethod

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

Formats the value using the given formatter. Read more

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

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