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GradientValidator

Struct GradientValidator 

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pub struct GradientValidator { /* private fields */ }
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Gradient validation framework

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impl GradientValidator

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pub fn new() -> Self

Create a new gradient validator

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pub fn set_operation_config(&self, operation: &str, config: GradientCheckConfig)

Set custom configuration for an operation

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pub fn generate_test_cases(&self, operation: &str) -> Vec<GradientTestCase>

Generate test cases for an operation

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pub fn validate_test_case( &self, test_case: GradientTestCase, ) -> ValidationResult

Validate a single test case

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pub fn validate_operation(&self, operation: &str) -> OperationValidationReport

Validate a specific operation

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pub fn validate_all_operations(&self) -> ComprehensiveValidationReport

Validate all operations with gradient implementations

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pub fn set_test_shapes(&mut self, shapes: Vec<Shape>)

Set test shapes

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pub fn set_test_dtypes(&mut self, dtypes: Vec<DType>)

Set test dtypes

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impl Default for GradientValidator

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fn default() -> Self

Returns the “default value” for a type. Read more

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

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fn type_id(&self) -> TypeId

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

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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

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

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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

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impl<T, U> TryFrom<U> for T
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type Error = !

The type returned in the event of a conversion error.
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Performs the conversion.
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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

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

Performs the conversion.
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impl<V, T> VZip<V> for T
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fn vzip(self) -> V