mlx-sys 0.0.10-alpha

Rust bindings for mlx
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

#include "mlx-cxx/mlx_cxx.hpp"
#include "mlx-cxx/array.hpp"
#include "mlx-cxx/types.hpp"

#include "mlx-sys/src/types/float16.rs.h"
#include "mlx-sys/src/types/bfloat16.rs.h"
#include "mlx-sys/src/types/complex64.rs.h"

#include "mlx/types/half_types.h"
#include "mlx/types/complex.h"
#include "mlx/array.h"

namespace mlx_cxx {
    std::unique_ptr<array> array_from_slice_bool(
        rust::Slice<const bool> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::bool_);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_uint8(
        rust::Slice<const uint8_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::uint8);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_uint16(
        rust::Slice<const uint16_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::uint16);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_uint32(
        rust::Slice<const uint32_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::uint32);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_uint64(
        rust::Slice<const uint64_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::uint64);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_int8(
        rust::Slice<const int8_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::int8);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_int16(
        rust::Slice<const int16_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::int16);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_int32(
        rust::Slice<const int32_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::int32);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_int64(
        rust::Slice<const int64_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::int64);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_float16(
        rust::Slice<const float16_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::float16);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_bfloat16(
        rust::Slice<const bfloat16_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::bfloat16);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_float32(
        rust::Slice<const float> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::float32);
        return std::make_unique<array>(arr);
    }

    std::unique_ptr<array> array_from_slice_complex64(
        rust::Slice<const complex64_t> slice,
        const std::vector<int>& shape
    ) {
        array arr = array(slice.begin(), shape, mlx::core::complex64);
        return std::make_unique<array>(arr);
    }

    void set_array_siblings(
        array& arr,
        std::unique_ptr<std::vector<array>> siblings,
        uint16_t position
    ) {
        arr.set_siblings(*siblings, position);
    }

    std::unique_ptr<std::vector<mlx::core::array>> array_outputs(mlx::core::array &arr) {
        return std::make_unique<std::vector<mlx::core::array>>(arr.outputs());
    }
}