nalgebra/nalgebra-sparse/example/spmm.rs
2022-03-12 15:04:08 -07:00

37 lines
1.3 KiB
Rust

extern crate nalgebra_sparse;
use nalgebra_sparse::CsrMatrix;
use std::fs::{self, DirEntry};
use std::io;
use std::path::Path;
use std::time::{Duration, Instant};
#[cfg(feature = "io")]
use nalgebra_sparse::io::load_coo_from_matrix_market_file;
fn main() {
#[cfg(feature = "io")]
{
let mut file_iter = fs::read_dir("data").unwrap();
for f in file_iter {
println!("Benchmark file {:?}", f);
let f = f.unwrap().path();
if f.extension().map_or(false, |ext| ext == "mtx") {
println!("Benchmark file {:?}", f);
let sparse_input_matrix = load_coo_from_matrix_market_file::<f64, _>(&f).unwrap();
let sparse_input_matrix = CsrMatrix::from(&sparse_input_matrix);
let spmm_result = &sparse_input_matrix * &sparse_input_matrix;
let now = Instant::now();
let spmm_result = &sparse_input_matrix * &sparse_input_matrix;
let spmm_time = now.elapsed().as_millis();
println!("SGEMM time was {}", spmm_time);
let sum: f64 = spmm_result.triplet_iter().map(|(_, _, v)| v).sum();
println!("sum of product is {}", sum);
}
}
}
#[cfg(not(feature = "io"))]
{
panic!("Run with IO feature only");
}
}