FlowArchitecture

quantrs2_ml::quantum_continuous_flows

Enum FlowArchitecture 

Source 
pub enum FlowArchitecture {
    QuantumRealNVP {
        hidden_dims: Vec<usize>,
        num_coupling_layers: usize,
        quantum_coupling_type: QuantumCouplingType,
    },
    QuantumGlow {
        num_levels: usize,
        num_steps_per_level: usize,
        quantum_invertible_conv: bool,
    },
    QuantumNeuralSplineFlow {
        num_bins: usize,
        spline_range: f64,
        quantum_spline_parameters: bool,
    },
    QuantumContinuousNormalizing {
        ode_net_dims: Vec<usize>,
        quantum_ode_solver: QuantumODESolver,
        trace_estimation_method: TraceEstimationMethod,
    },
    QuantumAutoregressiveFlow {
        num_layers: usize,
        hidden_dim: usize,
        quantum_masking_type: QuantumMaskingType,
    },
}

Variants§

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QuantumRealNVP

Quantum Real NVP with entanglement coupling

Fields

§hidden_dims: Vec<usize>
§num_coupling_layers: usize
§quantum_coupling_type: QuantumCouplingType
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QuantumGlow

Quantum Glow with invertible 1x1 convolutions

Fields

§num_levels: usize
§num_steps_per_level: usize
§quantum_invertible_conv: bool
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QuantumNeuralSplineFlow

Quantum Neural Spline Flows

Fields

§num_bins: usize
§spline_range: f64
§quantum_spline_parameters: bool
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QuantumContinuousNormalizing

Quantum Continuous Normalizing Flows with Neural ODEs

Fields

§ode_net_dims: Vec<usize>
§quantum_ode_solver: QuantumODESolver
§trace_estimation_method: TraceEstimationMethod
§

QuantumAutoregressiveFlow

Quantum Autoregressive Flows

Fields

§num_layers: usize
§hidden_dim: usize
§quantum_masking_type: QuantumMaskingType

Trait Implementations§

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impl Clone for FlowArchitecture

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fn clone(&self) -> FlowArchitecture

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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

Formats the value using the given formatter. Read more

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