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DebugInfo

torsh_hub::debugging

Struct DebugInfo 

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pub struct DebugInfo {
    pub tensor_snapshots: HashMap<String, Vec<TensorSnapshot>>,
    pub gradient_info: HashMap<String, Vec<GradientInfo>>,
    pub activation_patterns: HashMap<String, ActivationPattern>,
    pub anomalies: Vec<Anomaly>,
    pub performance_issues: Vec<PerformanceIssue>,
    pub health_metrics: ModelHealthMetrics,
}
Expand description

Collected debug information

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§tensor_snapshots: HashMap<String, Vec<TensorSnapshot>>

Tensor snapshots

§gradient_info: HashMap<String, Vec<GradientInfo>>

Gradient information

§activation_patterns: HashMap<String, ActivationPattern>

Activation patterns

§anomalies: Vec<Anomaly>

Detected anomalies

§performance_issues: Vec<PerformanceIssue>

Performance issues

§health_metrics: ModelHealthMetrics

Model health metrics

Trait Implementations§

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impl Clone for DebugInfo

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fn clone(&self) -> DebugInfo

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 DebugInfo

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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 DebugInfo

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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 DebugInfo

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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

Mutably borrows from an owned value. 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 from(t: T) -> T

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Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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Dereferences the given pointer. Read more
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Drops the object pointed to by the given pointer. Read more
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