Struct PerformanceValidator

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pub struct PerformanceValidator {
    pub check_training_time: bool,
    pub check_prediction_time: bool,
    pub check_memory_usage: bool,
    pub max_training_time: f64,
    pub max_prediction_time_per_sample: f64,
    pub max_memory_usage: f64,
    pub check_scalability: bool,
}

Expand description

Performance validation and benchmarking

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§check_training_time: bool

Check training time limits

§check_prediction_time: bool

Check prediction time limits

§check_memory_usage: bool

Check memory usage limits

§max_training_time: f64

Maximum training time (seconds)

§max_prediction_time_per_sample: f64

Maximum prediction time per sample (milliseconds)

§max_memory_usage: f64

Maximum memory usage (MB)

§check_scalability: bool

Check scalability properties

Implementations§

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impl PerformanceValidator

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pub fn strict() -> Self

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pub fn basic() -> Self

Trait Implementations§

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impl Default for PerformanceValidator

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for PerformanceValidator

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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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 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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