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ParetoPoint

qualia_core_db::inference::lab::pareto

Struct ParetoPoint 

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pub struct ParetoPoint {
    pub latency_ms: f64,
    pub throughput_tok_s: f64,
    pub vram_bytes: f64,
    pub quality: f64,
    pub energy_j: f64,
    pub cost: f64,
}
Expand description

The six Pareto dimensions. “Lower is better” dimensions are negated internally so that “higher is always better” in the dominance comparison.

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§latency_ms: f64

Latency in ms (lower is better → negated).

§throughput_tok_s: f64

Throughput in tok/s (higher is better).

§vram_bytes: f64

VRAM in bytes (lower is better → negated).

§quality: f64

Quality score [0, 1] (higher is better).

§energy_j: f64

Energy in joules (lower is better → negated).

§cost: f64

Cost composite: VRAM × latency / throughput (lower is better → negated).

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impl ParetoPoint

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pub fn from_result(r: &ExperimentResult) -> Option<Self>

Extract a Pareto point from an experiment result.

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pub fn dominates(&self, other: &ParetoPoint) -> bool

Returns true if self dominates other (self is better or equal in all dimensions, and strictly better in at least one).

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impl Clone for ParetoPoint

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fn clone(&self) -> ParetoPoint

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 ParetoPoint

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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 ParetoPoint

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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 ParetoPoint

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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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impl Copy for ParetoPoint

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