cubecl-core 0.11.0-pre.1

CubeCL core create
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59

use cubecl_ir::Value;

use crate::prelude::*;
use crate::{self as cubecl};

define_scalar!(ElemA);
define_size!(SizeA);

/// Computes the hypotenuse of a right triangle given the lengths of the other two sides.
///
/// This function computes `sqrt(x² + y²)` in a numerically stable way that avoids
/// overflow and underflow issues.
#[cube]
pub fn hypot<F: Float, N: Size>(lhs: Vector<F, N>, rhs: Vector<F, N>) -> Vector<F, N> {
    let one = Vector::new(F::from_int(1));
    let a = lhs.abs();
    let b = rhs.abs();
    let max_val = max(a, b);
    let max_val_is_zero = max_val.equal(&Vector::new(F::from_int(0)));
    let max_val_safe = select_many(max_val_is_zero, one, max_val);
    let min_val = min(a, b);
    let t = min_val / max_val_safe;

    max_val * fma(t, t, one).sqrt()
}

#[allow(missing_docs)]
pub fn expand_hypot(scope: &Scope, lhs: Value, rhs: Value, out: Value) {
    scope.register_type::<ElemA>(lhs.ty.storage_type());
    scope.register_size::<SizeA>(lhs.vector_size());
    let res = hypot::expand::<ElemA, SizeA>(scope, lhs.into(), rhs.into());
    assign::expand_no_check(scope, res, &mut out.into());
}

/// Computes the reciprocal of the hypotenuse of a right triangle given the lengths of the other two sides.
///
/// This function computes `1 / sqrt(x² + y²)` in a numerically stable way that avoids
/// overflow and underflow issues.
#[cube]
pub fn rhypot<F: Float, N: Size>(lhs: Vector<F, N>, rhs: Vector<F, N>) -> Vector<F, N> {
    let one = Vector::new(F::from_int(1));
    let a = lhs.abs();
    let b = rhs.abs();
    let max_val = max(a, b);
    let max_val_is_zero = max_val.equal(&Vector::new(F::from_int(0)));
    let max_val_safe = select_many(max_val_is_zero, one, max_val);
    let min_val = min(a, b);
    let t = min_val / max_val_safe;

    fma(t, t, one).inverse_sqrt() / max_val
}

#[allow(missing_docs)]
pub fn expand_rhypot(scope: &Scope, lhs: Value, rhs: Value, out: Value) {
    scope.register_type::<ElemA>(lhs.ty.storage_type());
    scope.register_size::<SizeA>(lhs.vector_size());
    let res = rhypot::expand::<ElemA, SizeA>(scope, lhs.into(), rhs.into());
    assign::expand_no_check(scope, res, &mut out.into());
}