pub struct CrossFrameworkValidator { /* private fields */ }Expand description
Cross-framework validator for optimizers
Implementations§
Source§impl CrossFrameworkValidator
impl CrossFrameworkValidator
Sourcepub fn new(config: ValidationConfig) -> Self
pub fn new(config: ValidationConfig) -> Self
Create a new validator with the given configuration
Sourcepub fn validate_against_pytorch<O>(
&self,
torsh_optimizer: O,
pytorch_reference: &[f32],
) -> OptimizerResult<ValidationResult>where
O: Optimizer,
pub fn validate_against_pytorch<O>(
&self,
torsh_optimizer: O,
pytorch_reference: &[f32],
) -> OptimizerResult<ValidationResult>where
O: Optimizer,
Validate an optimizer against PyTorch’s equivalent
Sourcepub fn validate_convergence<O>(
&self,
optimizer: O,
) -> OptimizerResult<ValidationResult>where
O: Optimizer,
pub fn validate_convergence<O>(
&self,
optimizer: O,
) -> OptimizerResult<ValidationResult>where
O: Optimizer,
Validate optimizer convergence properties
Sourcepub fn run_validation_suite<O>(
&self,
optimizer: O,
) -> OptimizerResult<HashMap<String, ValidationResult>>where
O: Optimizer,
pub fn run_validation_suite<O>(
&self,
optimizer: O,
) -> OptimizerResult<HashMap<String, ValidationResult>>where
O: Optimizer,
Run a comprehensive validation suite
Auto Trait Implementations§
impl Freeze for CrossFrameworkValidator
impl RefUnwindSafe for CrossFrameworkValidator
impl Send for CrossFrameworkValidator
impl Sync for CrossFrameworkValidator
impl Unpin for CrossFrameworkValidator
impl UnsafeUnpin for CrossFrameworkValidator
impl UnwindSafe for CrossFrameworkValidator
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
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