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CompressionUtils

trustformers_mobile::compression

Struct CompressionUtils

pub struct CompressionUtils;

Expand description

Utility functions for mobile compression

Implementations§

impl CompressionUtils

pub fn calculate_precision_compression_ratio( from: QuantizationPrecision, to: QuantizationPrecision, ) -> f32

Calculate theoretical compression ratio for precision

pub fn precision_to_bits(precision: QuantizationPrecision) -> u8

Convert precision enum to bit count

pub fn estimate_bandwidth_savings( original_precision: QuantizationPrecision, compressed_precision: QuantizationPrecision, model_size_mb: f32, ) -> f32

Estimate memory bandwidth savings

Auto Trait Implementations§

impl Freeze for CompressionUtils

impl RefUnwindSafe for CompressionUtils

impl Send for CompressionUtils

impl Sync for CompressionUtils

impl Unpin for CompressionUtils

impl UnsafeUnpin for CompressionUtils

impl UnwindSafe for CompressionUtils

Blanket Implementations§

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