use anyhow::Result;
#[derive(Debug, Clone, Copy, PartialEq)]
pub enum SimdInstructionSet {
SSE2,
SSE4,
AVX,
AVX2,
AVX512,
}
#[derive(Debug, Clone)]
pub enum VectorOperation {
Add,
Multiply,
Dot,
Sum,
}
#[derive(Debug, Clone)]
pub struct SimdStats {
pub operations_vectorized: u64,
pub performance_gain: f64,
pub instruction_set: SimdInstructionSet,
}
pub struct SimdVectorizer {
instruction_set: SimdInstructionSet,
stats: SimdStats,
}
impl SimdVectorizer {
pub fn new(instruction_set: SimdInstructionSet) -> Self {
Self {
instruction_set,
stats: SimdStats {
operations_vectorized: 0,
performance_gain: 0.0,
instruction_set,
},
}
}
pub fn vectorize(&mut self, code: &str) -> Result<String> {
let mut result = code.to_string();
if self.can_vectorize() {
result = self.apply_vectorization(&result)?;
self.stats.operations_vectorized += 1;
}
Ok(result)
}
fn can_vectorize(&self) -> bool {
matches!(self.instruction_set,
SimdInstructionSet::AVX2 |
SimdInstructionSet::AVX512)
}
fn apply_vectorization(&self, code: &str) -> Result<String> {
let mut result = code.to_string();
result = result.replace(
"array[i] + array[i + 1]",
&format!("_mm256_add_ps(array[i], array[i + 1]) /* AVX2 */")
);
result = result.replace(
"array[i] * array[i + 1]",
&format!("_mm256_mul_ps(array[i], array[i + 1]) /* AVX2 */")
);
Ok(result)
}
pub fn get_stats(&self) -> &SimdStats {
&self.stats
}
pub fn estimate_gain(&self) -> f64 {
match self.instruction_set {
SimdInstructionSet::SSE2 => 1.5,
SimdInstructionSet::SSE4 => 2.0,
SimdInstructionSet::AVX => 2.5,
SimdInstructionSet::AVX2 => 3.0,
SimdInstructionSet::AVX512 => 4.0,
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use std::collections::{HashMap, BTreeMap};
#[test]
fn test_simd_vectorizer_creation() {
let vectorizer: _ = SimdVectorizer::new(SimdInstructionSet::AVX2);
assert_eq!(vectorizer.instruction_set, SimdInstructionSet::AVX2);
}
#[test]
fn test_vectorize_code() {
let mut vectorizer = SimdVectorizer::new(SimdInstructionSet::AVX2);
let code: _ = "array[i] + array[i + 1]";
let result: _ = vectorizer.vectorize(code).unwrap();
assert!(result.contains("AVX2"));
}
#[test]
fn test_performance_gain() {
let vectorizer: _ = SimdVectorizer::new(SimdInstructionSet::AVX512);
assert_eq!(vectorizer.estimate_gain(), 4.0);
}
}