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CompressionConfig

trustformers_mobile::compression

Struct CompressionConfig 

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pub struct CompressionConfig {
    pub target_compression_ratio: f32,
    pub quantization_strategy: QuantizationStrategy,
    pub pruning_strategy: PruningStrategy,
    pub enable_distillation: bool,
    pub distillation_config: Option<DistillationConfig>,
    pub progressive_compression: ProgressiveCompressionConfig,
    pub quality_preservation: QualityPreservationConfig,
    pub device_adaptive: bool,
}
Expand description

Comprehensive compression configuration

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§target_compression_ratio: f32

Target compression ratio (0.0 to 1.0)

§quantization_strategy: QuantizationStrategy

Quantization strategy

§pruning_strategy: PruningStrategy

Pruning strategy

§enable_distillation: bool

Enable knowledge distillation

§distillation_config: Option<DistillationConfig>

Distillation configuration

§progressive_compression: ProgressiveCompressionConfig

Progressive compression settings

§quality_preservation: QualityPreservationConfig

Quality preservation settings

§device_adaptive: bool

Device-adaptive settings

Trait Implementations§

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impl Clone for CompressionConfig

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fn clone(&self) -> CompressionConfig

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 CompressionConfig

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

Formats the value using the given formatter. Read more
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impl Default for CompressionConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for CompressionConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for CompressionConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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where T: Serialize + for<'de> Deserialize<'de>,

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fn to_json(&self) -> Result<String, TrustformersError>

Serialize to JSON string
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Deserialize from JSON string
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Save to file
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Load from file
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