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Add benchmarks for matrix and frame operations including multiplication, summation, product, application along axes, and transposition

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This commit is contained in:
Palash Tyagi 2025-07-06 00:23:03 +01:00
parent ef574892fa
commit ad9f89860e
1 changed files with 57 additions and 0 deletions
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57
benches/benchmarks.rs
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@ -109,6 +109,47 @@ fn matrix_operations_benchmark(c: &mut Criterion, sizes: &[usize]) {
let _result = &ma / 2.0; let _result = &ma / 2.0;
}); });
}); });
c.bench_function(
&format!("matrix matrix_multiply ({}x{})", size, size),
|b| {
b.iter(|| {
let _result = ma.matrix_mul(&ma);
});
},
);
c.bench_function(&format!("matrix sum_horizontal ({}x{})", size, size), |b| {
b.iter(|| {
let _result = ma.sum_horizontal();
});
});
c.bench_function(&format!("matrix sum_vertical ({}x{})", size, size), |b| {
b.iter(|| {
let _result = ma.sum_vertical();
});
});
c.bench_function(
&format!("matrix prod_horizontal ({}x{})", size, size),
|b| {
b.iter(|| {
let _result = ma.prod_horizontal();
});
},
);
c.bench_function(&format!("matrix prod_vertical ({}x{})", size, size), |b| {
b.iter(|| {
let _result = ma.prod_vertical();
});
});
c.bench_function(&format!("matrix apply_axis ({}x{})", size, size), |b| {
b.iter(|| {
let _result = ma.apply_axis(0, |col| col.iter().sum::<f64>());
});
});
c.bench_function(&format!("matrix transpose ({}x{})", size, size), |b| {
b.iter(|| {
let _result = ma.transpose();
});
});
} }
for &size in sizes { for &size in sizes {
@ -187,6 +228,12 @@ fn benchmark_frame_operations(c: &mut Criterion, sizes: &[usize]) {
}); });
}); });
c.bench_function(&format!("frame matrix_multiply ({}x{})", size, size), |b| {
b.iter(|| {
let _result = fa.matrix_mul(&fb);
});
});
c.bench_function(&format!("frame sum_horizontal ({}x{})", size, size), |b| { c.bench_function(&format!("frame sum_horizontal ({}x{})", size, size), |b| {
b.iter(|| { b.iter(|| {
let _result = fa.sum_horizontal(); let _result = fa.sum_horizontal();
@ -207,6 +254,16 @@ fn benchmark_frame_operations(c: &mut Criterion, sizes: &[usize]) {
let _result = fa.prod_vertical(); let _result = fa.prod_vertical();
}); });
}); });
c.bench_function(&format!("frame apply_axis ({}x{})", size, size), |b| {
b.iter(|| {
let _result = fa.apply_axis(0, |col| col.iter().sum::<f64>());
});
});
c.bench_function(&format!("frame transpose ({}x{})", size, size), |b| {
b.iter(|| {
let _result = fa.transpose();
});
});
} }
} }