ModelBottleneckAnalysis

kizzasi_model::profiling

Struct ModelBottleneckAnalysis 

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pub struct ModelBottleneckAnalysis {
    pub model_name: String,
    pub results: ProfilingResults,
    pub memory: MemoryProfile,
    pub bottlenecks: Vec<BottleneckInfo>,
    pub performance_score: f64,
}
Expand description

Bottleneck analysis for a single model

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§model_name: String

Model type name

§results: ProfilingResults

Profiling results

§memory: MemoryProfile

Memory profile

§bottlenecks: Vec<BottleneckInfo>

Identified bottlenecks

§performance_score: f64

Overall performance rating (0-100, higher is better)

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impl ModelBottleneckAnalysis

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pub fn analyze<M: AutoregressiveModel>( model: M, model_name: String, num_steps: usize, ) -> ModelResult<Self>

Analyze a model for bottlenecks

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pub fn format_report(&self) -> String

Format analysis as a detailed report

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impl Clone for ModelBottleneckAnalysis

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fn clone(&self) -> ModelBottleneckAnalysis

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 ModelBottleneckAnalysis

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

Formats the value using the given formatter. Read more

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