QMLBenchmarkResults

quantrs2_sim::quantum_machine_learning_layers

Struct QMLBenchmarkResults 

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pub struct QMLBenchmarkResults {
    pub training_times: HashMap<String, Duration>,
    pub final_accuracies: HashMap<String, f64>,
    pub convergence_rates: HashMap<String, f64>,
    pub memory_usage: HashMap<String, usize>,
    pub quantum_advantage: HashMap<String, QuantumAdvantageMetrics>,
    pub parameter_counts: HashMap<String, usize>,
    pub circuit_depths: HashMap<String, usize>,
    pub gate_counts: HashMap<String, usize>,
}
Expand description

QML benchmark results

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§training_times: HashMap<String, Duration>

Training time per method

§final_accuracies: HashMap<String, f64>

Final accuracies

§convergence_rates: HashMap<String, f64>

Convergence rates

§memory_usage: HashMap<String, usize>

Memory usage

§quantum_advantage: HashMap<String, QuantumAdvantageMetrics>

Quantum advantage metrics

§parameter_counts: HashMap<String, usize>

Parameter counts

§circuit_depths: HashMap<String, usize>

Circuit depths

§gate_counts: HashMap<String, usize>

Gate counts

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impl Clone for QMLBenchmarkResults

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fn clone(&self) -> QMLBenchmarkResults

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 QMLBenchmarkResults

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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<'de> Deserialize<'de> for QMLBenchmarkResults

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for QMLBenchmarkResults

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. 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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