PerformanceMetrics

ruvector_sona::training

Struct PerformanceMetrics 

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pub struct PerformanceMetrics {
    pub total_training_secs: f64,
    pub avg_batch_time_ms: f64,
    pub avg_example_time_us: f64,
    pub peak_memory_mb: usize,
    pub examples_per_sec: f64,
    pub pattern_extraction_ms: f64,
}
Expand description

Performance metrics

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§total_training_secs: f64

Total training time in seconds

§avg_batch_time_ms: f64

Average batch processing time in milliseconds

§avg_example_time_us: f64

Average example processing time in microseconds

§peak_memory_mb: usize

Peak memory usage in MB

§examples_per_sec: f64

Examples per second throughput

§pattern_extraction_ms: f64

Pattern extraction time in milliseconds

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impl PerformanceMetrics

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pub fn calculate_throughput(&mut self, examples: usize, duration_secs: f64)

Calculate throughput

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impl Clone for PerformanceMetrics

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fn clone(&self) -> PerformanceMetrics

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 PerformanceMetrics

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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 PerformanceMetrics

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fn default() -> PerformanceMetrics

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

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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 PerformanceMetrics

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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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fn borrow_mut(&mut self) -> &mut T

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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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