Struct CompressionAnalysis

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pub struct CompressionAnalysis {
    pub original_size: usize,
    pub compressed_size: usize,
    pub compression_ratio: f32,
    pub memory_reduction: usize,
    pub latency_improvement: f32,
    pub accuracy_metrics: HashMap<String, (f32, f32)>,
    pub layer_statistics: HashMap<String, LayerCompressionStats>,
}

Expand description

Results from compression analysis

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§original_size: usize

Original model size (in parameters)

§compressed_size: usize

Compressed model size (in parameters)

§compression_ratio: f32

Compression ratio achieved

§memory_reduction: usize

Memory reduction (in bytes)

§latency_improvement: f32

Estimated latency improvement

§accuracy_metrics: HashMap<String, (f32, f32)>

Accuracy metrics before and after compression

§layer_statistics: HashMap<String, LayerCompressionStats>

Per-layer compression statistics

Trait Implementations§

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impl Clone for CompressionAnalysis

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fn clone(&self) -> CompressionAnalysis

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 CompressionAnalysis

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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 CompressionAnalysis

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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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