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OptimizerMetrics

trustformers_optim::monitoring

Struct OptimizerMetrics 

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pub struct OptimizerMetrics {
    pub step: usize,
    pub learning_rate: MetricStats,
    pub gradient_norm: MetricStats,
    pub parameter_change_norm: MetricStats,
    pub loss: MetricStats,
    pub performance: PerformanceStats,
    pub parameter_gradient_norms: HashMap<String, MetricStats>,
    pub convergence_indicators: ConvergenceIndicators,
}
Expand description

Comprehensive optimizer monitoring data.

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§step: usize

Current step number

§learning_rate: MetricStats

Learning rate statistics

§gradient_norm: MetricStats

Gradient norm statistics

§parameter_change_norm: MetricStats

Parameter change norm statistics

§loss: MetricStats

Loss statistics (if provided)

§performance: PerformanceStats

Performance statistics

§parameter_gradient_norms: HashMap<String, MetricStats>

Parameter-specific gradient norms

§convergence_indicators: ConvergenceIndicators

Convergence indicators

Trait Implementations§

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impl Clone for OptimizerMetrics

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fn clone(&self) -> OptimizerMetrics

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 OptimizerMetrics

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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 OptimizerMetrics

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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 OptimizerMetrics

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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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