cubecl-core 0.3.0

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
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162

use crate::frontend::{
    CubeContext, CubePrimitive, CubeType, ExpandElement, ExpandElementBaseInit, ExpandElementTyped,
    Numeric,
};
use crate::ir::{Elem, IntKind};
use crate::Runtime;
use crate::{
    compute::{KernelBuilder, KernelLauncher},
    unexpanded,
};

use super::{
    init_expand_element, Init, IntoRuntime, LaunchArgExpand, ScalarArgSettings, Vectorized,
    __expand_new, __expand_vectorized,
};

/// Signed or unsigned integer. Used as input in int kernels
pub trait Int:
    Numeric
    + std::ops::Rem<Output = Self>
    + core::ops::Add<Output = Self>
    + core::ops::Sub<Output = Self>
    + core::ops::Mul<Output = Self>
    + core::ops::Div<Output = Self>
    + core::ops::BitOr<Output = Self>
    + core::ops::BitAnd<Output = Self>
    + core::ops::BitXor<Output = Self>
    + core::ops::Shl<Output = Self>
    + core::ops::Shr<Output = Self>
    + std::ops::RemAssign
    + std::ops::AddAssign
    + std::ops::SubAssign
    + std::ops::MulAssign
    + std::ops::DivAssign
    + std::ops::BitOrAssign
    + std::ops::BitAndAssign
    + std::ops::BitXorAssign
    + std::ops::ShlAssign<u32>
    + std::ops::ShrAssign<u32>
    + std::cmp::PartialOrd
    + std::cmp::PartialEq
{
    const BITS: u32;

    fn new(val: i64) -> Self;
    fn vectorized(val: i64, vectorization: u32) -> Self;
    fn __expand_new(context: &mut CubeContext, val: i64) -> <Self as CubeType>::ExpandType {
        __expand_new(context, val)
    }
    fn __expand_vectorized(
        context: &mut CubeContext,
        val: i64,
        vectorization: u32,
    ) -> <Self as CubeType>::ExpandType {
        __expand_vectorized(context, val, vectorization, Self::as_elem())
    }
}

macro_rules! impl_int {
    ($type:ident, $kind:ident) => {
        impl CubeType for $type {
            type ExpandType = ExpandElementTyped<Self>;
        }

        impl CubePrimitive for $type {
            fn as_elem() -> Elem {
                Elem::Int(IntKind::$kind)
            }
        }

        impl IntoRuntime for $type {
            fn __expand_runtime_method(
                self,
                context: &mut CubeContext,
            ) -> ExpandElementTyped<Self> {
                let expand: ExpandElementTyped<Self> = self.into();
                Init::init(expand, context)
            }
        }

        impl Numeric for $type {
            const MAX: Self = $type::MAX;
            const MIN: Self = $type::MIN;
        }

        impl Vectorized for $type {
            fn vectorization_factor(&self) -> u32 {
                1
            }

            fn vectorize(self, _factor: u32) -> Self {
                unexpanded!()
            }
        }

        impl ExpandElementBaseInit for $type {
            fn init_elem(context: &mut CubeContext, elem: ExpandElement) -> ExpandElement {
                init_expand_element(context, elem)
            }
        }

        impl Int for $type {
            const BITS: u32 = $type::BITS;

            fn new(val: i64) -> Self {
                val as $type
            }

            fn vectorized(val: i64, _vectorization: u32) -> Self {
                Self::new(val)
            }
        }

        impl LaunchArgExpand for $type {
            type CompilationArg = ();

            fn expand(
                _: &Self::CompilationArg,
                builder: &mut KernelBuilder,
            ) -> ExpandElementTyped<Self> {
                builder.scalar($type::as_elem()).into()
            }
        }
    };
}

impl_int!(i32, I32);
impl_int!(i64, I64);

impl Int for u32 {
    const BITS: u32 = u32::BITS;

    fn new(val: i64) -> Self {
        val as u32
    }

    fn vectorized(val: i64, _vectorization: u32) -> Self {
        Self::new(val)
    }
}

impl Vectorized for u32 {
    fn vectorization_factor(&self) -> u32 {
        1
    }

    fn vectorize(self, _factor: u32) -> Self {
        unexpanded!()
    }
}

impl ScalarArgSettings for i32 {
    fn register<R: Runtime>(&self, settings: &mut KernelLauncher<R>) {
        settings.register_i32(*self);
    }
}

impl ScalarArgSettings for i64 {
    fn register<R: Runtime>(&self, settings: &mut KernelLauncher<R>) {
        settings.register_i64(*self);
    }
}