sklears_compose::profile_guided_optimization

Struct ExecutionMetrics

pub struct ExecutionMetrics {
    pub execution_time: Duration,
    pub cpu_time: Duration,
    pub memory_allocated: usize,
    pub peak_memory: usize,
    pub cache_misses: usize,
    pub simd_operations: usize,
    pub parallel_efficiency: f64,
    pub memory_bandwidth: f64,
    pub flops_per_second: f64,
}

Expand description

Execution metrics collected during profiling

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§execution_time: Duration

Total execution time

§cpu_time: Duration

CPU time used

§memory_allocated: usize

Memory allocated in bytes

§peak_memory: usize

Peak memory usage in bytes

§cache_misses: usize

Number of cache misses (estimated)

§simd_operations: usize

Number of SIMD operations executed

§parallel_efficiency: f64

Parallel efficiency (0.0 = serial, 1.0 = perfect parallel)

§memory_bandwidth: f64

Memory bandwidth utilization (0.0 = none, 1.0 = saturated)

§flops_per_second: f64

FLOPs per second

Trait Implementations§

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impl Clone for ExecutionMetrics

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fn clone(&self) -> ExecutionMetrics

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 ExecutionMetrics

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for ExecutionMetrics

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> CloneToUninit for T
where T: Clone,

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

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. 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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