cubecl_core/frontend/container/line/
base.rs

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
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
use std::num::NonZero;

use crate::{
    ir::{ConstantScalarValue, Item},
    prelude::{assign, CubeContext, ExpandElement},
    unexpanded,
};

use crate::frontend::{
    CubePrimitive, CubeType, ExpandElementBaseInit, ExpandElementTyped, IntoRuntime,
};

/// A contiguous list of elements that supports auto-vectorized operations.
#[derive(Clone, Copy, Eq)]
pub struct Line<P: CubePrimitive> {
    // Comptime lines only support 1 element.
    pub(crate) val: P,
}

/// Module that contains the implementation details of the new function.
mod new {
    use super::*;

    impl<P: CubePrimitive> Line<P> {
        /// Create a new line of size 1 using the given value.
        pub fn new(val: P) -> Self {
            Self { val }
        }

        /// Expand function of [Self::new].
        pub fn __expand_new(
            _context: &mut CubeContext,
            val: P::ExpandType,
        ) -> ExpandElementTyped<Self> {
            let elem: ExpandElementTyped<P> = val;
            elem.expand.into()
        }
    }
}

/// Module that contains the implementation details of the fill function.
mod fill {
    use super::*;

    impl<P: CubePrimitive + Into<ExpandElementTyped<P>>> Line<P> {
        /// Fill the line with the given value.
        ///
        /// If you want to fill the line with different values, consider using the index API
        /// instead.
        ///
        /// ```rust, ignore
        /// let mut line = Line::<u32>::empty(2);
        /// line[0] = 1;
        /// line[1] = 2;
        /// ```
        #[allow(unused_variables)]
        pub fn fill(mut self, value: P) -> Self {
            self.val = value;
            self
        }

        /// Expand function of [fill](Self::fill).
        pub fn __expand_fill(
            context: &mut CubeContext,
            line: ExpandElementTyped<Self>,
            value: ExpandElementTyped<P>,
        ) -> ExpandElementTyped<Self> {
            line.__expand_fill_method(context, value)
        }
    }

    impl<P: CubePrimitive> ExpandElementTyped<Line<P>> {
        /// Expand method of [fill](Line::fill).
        pub fn __expand_fill_method(
            self,
            context: &mut CubeContext,
            value: ExpandElementTyped<P>,
        ) -> Self {
            let length = self.expand.item().vectorization;
            let output = context.create_local_binding(Item::vectorized(P::as_elem(), length));

            assign::expand::<P>(context, value, output.clone().into());

            output.into()
        }
    }
}

/// Module that contains the implementation details of the empty function.
mod empty {
    use super::*;

    impl<P: CubePrimitive + Into<ExpandElementTyped<P>>> Line<P> {
        /// Create an empty line of the given size.
        ///
        /// Note that a line can't change in size once it's fixed.
        #[allow(unused_variables)]
        pub fn empty(size: u32) -> Self {
            unexpanded!()
        }

        /// Expand function of [empty](Self::empty).
        pub fn __expand_empty(
            context: &mut CubeContext,
            length: ExpandElementTyped<u32>,
        ) -> ExpandElementTyped<Self> {
            let length = match length.expand.as_const() {
                Some(val) => match val {
                    ConstantScalarValue::Int(val, _) => NonZero::new(val)
                        .map(|val| val.get() as u8)
                        .map(|val| NonZero::new(val).unwrap()),
                    ConstantScalarValue::Float(val, _) => NonZero::new(val as i64)
                        .map(|val| val.get() as u8)
                        .map(|val| NonZero::new(val).unwrap()),
                    ConstantScalarValue::UInt(val) => NonZero::new(val as u8),
                    ConstantScalarValue::Bool(_) => None,
                },
                None => None,
            };
            context
                .create_local_variable(Item::vectorized(Self::as_elem(), length))
                .into()
        }
    }
}

/// Module that contains the implementation details of the size function.
mod size {
    use super::*;

    impl<P: CubePrimitive> Line<P> {
        /// Get the number of individual elements a line contains.
        ///
        /// The size is available at comptime and may be used in combination with the comptime
        /// macro.
        ///
        /// ```rust, ignore
        /// // The if statement is going to be executed at comptime.
        /// if comptime!(line.size() == 1) {
        /// }
        /// ```
        pub fn size(&self) -> u32 {
            unexpanded!()
        }

        /// Expand function of [size](Self::size).
        pub fn __expand_size(context: &mut CubeContext, element: ExpandElementTyped<P>) -> u32 {
            element.__expand_vectorization_factor_method(context)
        }
    }

    impl<P: CubePrimitive> ExpandElementTyped<Line<P>> {
        /// Comptime version of [size](Line::size).
        pub fn size(&self) -> u32 {
            self.expand
                .item()
                .vectorization
                .unwrap_or(NonZero::new(1).unwrap())
                .get() as u32
        }

        /// Expand method of [size](Line::size).
        pub fn __expand_size_method(&self, _context: &mut CubeContext) -> u32 {
            self.size()
        }
    }
}

impl<P: CubePrimitive> CubeType for Line<P> {
    type ExpandType = ExpandElementTyped<Self>;
}

impl<P: CubePrimitive> ExpandElementBaseInit for Line<P> {
    fn init_elem(context: &mut crate::prelude::CubeContext, elem: ExpandElement) -> ExpandElement {
        P::init_elem(context, elem)
    }
}

impl<P: CubePrimitive> IntoRuntime for Line<P> {
    fn __expand_runtime_method(
        self,
        context: &mut crate::prelude::CubeContext,
    ) -> Self::ExpandType {
        self.val.__expand_runtime_method(context).expand.into()
    }
}

impl<P: CubePrimitive> CubePrimitive for Line<P> {
    fn as_elem() -> crate::ir::Elem {
        P::as_elem()
    }
}