cubecl-core 0.10.0-pre.3

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
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87

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

#[cube(launch)]
pub fn sequence_for_loop<F: Float>(output: &mut Array<F>) {
    if UNIT_POS != 0 {
        terminate!();
    }

    let mut sequence = Sequence::<F>::new();
    sequence.push(F::new(1.0));
    sequence.push(F::new(4.0));

    for value in sequence {
        output[0] += value;
    }
}

#[cube(launch)]
pub fn sequence_index<F: Float>(output: &mut Array<F>) {
    if UNIT_POS != 0 {
        terminate!();
    }

    let mut sequence = Sequence::<F>::new();
    sequence.push(F::new(2.0));
    sequence.push(F::new(4.0));

    output[0] += sequence[0];
    output[0] += *Sequence::<F>::index(&sequence, 1usize);
}

pub fn test_sequence_for_loop<R: Runtime, F: Float + CubeElement>(client: ComputeClient<R>) {
    let handle = client.create_from_slice(as_bytes![F: 0.0]);

    sequence_for_loop::launch::<F, R>(
        &client,
        CubeCount::Static(1, 1, 1),
        CubeDim::new_1d(1),
        unsafe { ArrayArg::from_raw_parts(handle.clone(), 2) },
    );

    let actual = client.read_one_unchecked(handle);
    let actual = F::from_bytes(&actual);

    assert_eq!(actual[0], F::new(5.0));
}

pub fn test_sequence_index<R: Runtime, F: Float + CubeElement>(client: ComputeClient<R>) {
    let handle = client.create_from_slice(as_bytes![F: 0.0]);

    sequence_index::launch::<F, R>(
        &client,
        CubeCount::Static(1, 1, 1),
        CubeDim::new_1d(1),
        unsafe { ArrayArg::from_raw_parts(handle.clone(), 2) },
    );

    let actual = client.read_one_unchecked(handle);
    let actual = F::from_bytes(&actual);

    assert_eq!(actual[0], F::new(6.0));
}

#[allow(missing_docs)]
#[macro_export]
macro_rules! testgen_sequence {
    () => {
        use super::*;

        #[$crate::runtime_tests::test_log::test]
        fn test_sequence_for_loop() {
            let client = TestRuntime::client(&Default::default());
            cubecl_core::runtime_tests::sequence::test_sequence_for_loop::<TestRuntime, FloatType>(
                client,
            );
        }

        #[$crate::runtime_tests::test_log::test]
        fn test_sequence_index() {
            let client = TestRuntime::client(&Default::default());
            cubecl_core::runtime_tests::sequence::test_sequence_index::<TestRuntime, FloatType>(
                client,
            );
        }
    };
}