Struct DebugReport

Source

pub struct DebugReport {Show 18 fields
    pub session_id: Uuid,
    pub tensor_report: Option<TensorInspectionReport>,
    pub gradient_report: Option<GradientDebugReport>,
    pub diagnostics_report: Option<ModelDiagnosticsReport>,
    pub profiler_report: ProfilerReport,
    pub memory_profiler_report: Option<MemoryProfilingReport>,
    pub interactive_debugger_report: InteractiveDebuggerReport,
    pub anomaly_report: AnomalyDetectorReport,
    pub computation_graph_report: Option<GraphAnalysisResult>,
    pub architecture_analysis_report: Option<ArchitectureAnalysisReport>,
    pub behavior_analysis_report: Option<BehaviorAnalysisReport>,
    pub training_dynamics_report: Option<TrainingDynamicsReport>,
    pub differential_debugging_report: Option<DifferentialDebuggingReport>,
    pub interpretability_report: Option<InterpretabilityReport>,
    pub advanced_ml_debugging_report: Option<AdvancedMLDebuggingReport>,
    pub advanced_gpu_profiling_report: Option<MemoryAnalysisReport>,
    pub kernel_optimization_report: Option<KernelOptimizationSummaryReport>,
    pub config: DebugConfig,
}

Expand description

Comprehensive debug report

Fields§

§session_id: Uuid§tensor_report: Option<TensorInspectionReport>§gradient_report: Option<GradientDebugReport>§diagnostics_report: Option<ModelDiagnosticsReport>§profiler_report: ProfilerReport§memory_profiler_report: Option<MemoryProfilingReport>§interactive_debugger_report: InteractiveDebuggerReport§anomaly_report: AnomalyDetectorReport§computation_graph_report: Option<GraphAnalysisResult>§architecture_analysis_report: Option<ArchitectureAnalysisReport>§behavior_analysis_report: Option<BehaviorAnalysisReport>§training_dynamics_report: Option<TrainingDynamicsReport>§differential_debugging_report: Option<DifferentialDebuggingReport>§interpretability_report: Option<InterpretabilityReport>§advanced_ml_debugging_report: Option<AdvancedMLDebuggingReport>§advanced_gpu_profiling_report: Option<MemoryAnalysisReport>§kernel_optimization_report: Option<KernelOptimizationSummaryReport>§config: DebugConfig

Struct DebugReport Copy item path

Fields§

Implementations§

impl DebugReport

pub fn total_nan_count(&self) -> u32

pub fn total_inf_count(&self) -> u32

impl DebugReport

pub fn summary(&self) -> DebugSummary

Trait Implementations§

impl Clone for DebugReport

fn clone(&self) -> DebugReport

fn clone_from(&mut self, source: &Self)

impl Debug for DebugReport

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl<'de> Deserialize<'de> for DebugReport

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where __D: Deserializer<'de>,

impl Serialize for DebugReport

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>where __S: Serializer,

Auto Trait Implementations§

impl Freeze for DebugReport

impl RefUnwindSafe for DebugReport

impl Send for DebugReport

impl Sync for DebugReport

impl Unpin for DebugReport

impl UnsafeUnpin for DebugReport

impl UnwindSafe for DebugReport

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

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

impl<T> CloneToUninit for Twhere T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

impl<T> ConfigSerializable for Twhere T: Serialize + for<'de> Deserialize<'de>,

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

fn from_json(json: &str) -> Result<T, TrustformersError>

fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>

fn load_from_file(path: &Path) -> Result<Self, TrustformersError>where Self: Sized,

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

fn in_current_span(self) -> Instrumented<Self>

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T> PolicyExt for Twhere T: ?Sized,

fn and<P, B, E>(self, other: P) -> And<T, P>where T: Policy<B, E>, P: Policy<B, E>,

fn or<P, B, E>(self, other: P) -> Or<T, P>where T: Policy<B, E>, P: Policy<B, E>,

impl<T> Same for T

type Output = T

impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

fn is_in_subset(&self) -> bool

fn to_subset_unchecked(&self) -> SS

fn from_subset(element: &SS) -> SP

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

impl<T> WithSubscriber for T

Struct DebugReport

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<T> CloneToUninit for T
where T: Clone,

impl<T> ConfigSerializable for T
where T: Serialize + for<'de> Deserialize<'de>,

fn load_from_file(path: &Path) -> Result<Self, TrustformersError>
where Self: Sized,

impl<T, U> Into<U> for T
where U: From<T>,

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

impl<T> PolicyExt for T
where T: ?Sized,

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

impl<T> ToOwned for T
where T: Clone,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,