Struct AttentionBenchmarkResult 

pub struct AttentionBenchmarkResult {
    pub naive_time_ms: f64,
    pub flash_time_ms: f64,
    pub speedup: f64,
    pub memory_reduction: f64,
    pub num_queries: usize,
    pub dimensions: usize,
}

Result of a benchmark comparing naive vs flash attention.

Fields

naive_time_ms: f64

Naive attention time in milliseconds.

flash_time_ms: f64

Flash attention time in milliseconds.

speedup: f64

Speedup ratio (naive / flash).

memory_reduction: f64

Memory reduction ratio (0.75 = 75% less memory).

num_queries: usize

Number of query vectors.

dimensions: usize

Embedding dimension.

Trait Implementations

impl Clone for BenchmarkResult

fn clone(&self) -> BenchmarkResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BenchmarkResult

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for BenchmarkResult

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for BenchmarkResult

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

Formats the value using the given formatter.

impl Serialize for BenchmarkResult

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

where __S: Serializer,

Serialize this value into the given Serde serializer.