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QappPinnPerformanceMetrics

qualia_client_core::qapp_registry

Struct QappPinnPerformanceMetrics 

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pub struct QappPinnPerformanceMetrics {
    pub inference_speedup: f32,
    pub memory_savings: f32,
    pub quantization_error: f64,
    pub sparsity_ratio: f32,
    pub avg_inference_time_ms: f32,
    pub throughput_ops_per_sec: f64,
}
Expand description

Performance metrics for PINN models

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§inference_speedup: f32

Inference speedup from ternary quantization

§memory_savings: f32

Memory savings percentage

§quantization_error: f64

Quantization error rate

§sparsity_ratio: f32

Sparsity ratio (percentage of zero weights)

§avg_inference_time_ms: f32

Average inference time in milliseconds

§throughput_ops_per_sec: f64

Throughput in operations per second

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impl Clone for QappPinnPerformanceMetrics

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fn clone(&self) -> QappPinnPerformanceMetrics

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 QappPinnPerformanceMetrics

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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 Default for QappPinnPerformanceMetrics

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fn default() -> QappPinnPerformanceMetrics

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for QappPinnPerformanceMetrics

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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 QappPinnPerformanceMetrics

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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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