Struct PerformanceMetrics

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pub struct PerformanceMetrics {
    pub execution_time: Duration,
    pub memory_stats: MemoryStats,
    pub ops_per_second: f64,
    pub samples_per_second: f64,
    pub cpu_usage_percent: f64,
    pub gpu_usage_percent: Option<f64>,
    pub custom_metrics: HashMap<String, f64>,
}

Expand description

Performance measurement results

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§execution_time: Duration

Execution time statistics

§memory_stats: MemoryStats

Memory usage statistics

§ops_per_second: f64

Operations per second

§samples_per_second: f64

Throughput in samples per second

§cpu_usage_percent: f64

CPU usage percentage

§gpu_usage_percent: Option<f64>

GPU usage percentage (if available)

§custom_metrics: HashMap<String, f64>

Additional custom metrics

Implementations§

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impl PerformanceMetrics

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pub fn new(execution_time: Duration, memory_stats: MemoryStats) -> Self

Create a new PerformanceMetrics with the given execution time and memory statistics; other fields default to zero

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pub fn with_ops_per_second(self, ops_per_second: f64) -> Self

Set the throughput in operations per second

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pub fn with_samples_per_second(self, samples_per_second: f64) -> Self

Set the throughput in training or inference samples per second

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pub fn with_cpu_usage(self, cpu_usage_percent: f64) -> Self

Set the measured CPU utilization percentage

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pub fn with_gpu_usage(self, gpu_usage_percent: f64) -> Self

Set the measured GPU utilization percentage

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pub fn add_custom_metric(&mut self, name: String, value: f64)

Insert an arbitrary named metric into the custom metrics map

Trait Implementations§

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impl Clone for PerformanceMetrics

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fn clone(&self) -> PerformanceMetrics

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for PerformanceMetrics

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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 PerformanceMetrics

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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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