Enum AutoBitAllocationStrategy 

pub enum AutoBitAllocationStrategy {
    SensitivityBased {
        target_compression: f32,
        min_bits: u8,
        max_bits: u8,
    },
    AdaptiveUniform {
        base_bits: u8,
        adjustment_range: u8,
    },
    PerformanceDriven {
        target_latency: f32,
        accuracy_tolerance: f32,
    },
}

Automatic bit allocation strategies

Variants

SensitivityBased

Sensitivity-based allocation

Fields

target_compression: f32

Target model size compression ratio

min_bits: u8

Minimum bits per layer

max_bits: u8

Maximum bits per layer

AdaptiveUniform

Uniform allocation with adaptive adjustment

Fields

base_bits: u8

Base bit width

adjustment_range: u8

Adjustment range

PerformanceDriven

Performance-driven allocation

Fields

target_latency: f32

Target inference latency (ms)

accuracy_tolerance: f32

Accuracy tolerance

Trait Implementations

impl Clone for AutoBitAllocationStrategy

fn clone(&self) -> AutoBitAllocationStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AutoBitAllocationStrategy

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AutoBitAllocationStrategy

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for AutoBitAllocationStrategy

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

where __S: Serializer,

Serialize this value into the given Serde serializer.