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MetricStats

trustformers_optim::monitoring

Struct MetricStats 

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pub struct MetricStats {
    pub values: VecDeque<f32>,
    pub current: f32,
    pub mean: f32,
    pub std: f32,
    pub min: f32,
    pub max: f32,
    pub trend: f32,
}
Expand description

Statistics for a single metric over time.

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§values: VecDeque<f32>

Recent values (up to history_window size)

§current: f32

Current value

§mean: f32

Mean over history window

§std: f32

Standard deviation over history window

§min: f32

Minimum value in history

§max: f32

Maximum value in history

§trend: f32

Trend (positive = increasing, negative = decreasing)

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impl MetricStats

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pub fn new(window_size: usize) -> Self

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pub fn update(&mut self, value: f32, window_size: usize)

Update the metric with a new value.

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pub fn is_plateaued( &self, variance_threshold: f32, trend_threshold: f32, ) -> bool

Check if the metric has plateaued (low variance and trend).

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pub fn is_increasing(&self, threshold: f32) -> bool

Check if the metric is trending upward.

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pub fn is_decreasing(&self, threshold: f32) -> bool

Check if the metric is trending downward.

Trait Implementations§

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impl Clone for MetricStats

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fn clone(&self) -> MetricStats

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 MetricStats

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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 MetricStats

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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 MetricStats

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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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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Deserialize from JSON string
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Save to file
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Load from file
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