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PerformanceDelta

trustformers_debug::differential_debugging

Struct PerformanceDelta 

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pub struct PerformanceDelta {
    pub accuracy_delta: f64,
    pub loss_delta: f64,
    pub latency_delta: f64,
    pub memory_delta: f64,
    pub size_delta: f64,
    pub training_time_delta: f64,
    pub custom_deltas: HashMap<String, f64>,
}
Expand description

Performance delta between versions

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§accuracy_delta: f64

Accuracy change

§loss_delta: f64

Loss change

§latency_delta: f64

Latency change

§memory_delta: f64

Memory usage change

§size_delta: f64

Model size change

§training_time_delta: f64

Training time change

§custom_deltas: HashMap<String, f64>

Custom metric changes

Trait Implementations§

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impl Clone for PerformanceDelta

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fn clone(&self) -> PerformanceDelta

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 PerformanceDelta

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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 PerformanceDelta

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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 PerformanceDelta

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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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