singe-npp 0.1.0-alpha.8

Safe Rust wrappers for NVIDIA Performance Primitives library (NPP).
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

use singe_cuda::memory::DeviceMemory;

use crate::{
    context::StreamContext,
    error::Result,
    image::view::{ImageView, MaskView},
};

pub trait MeanStandardDeviationImage<T, L> {
    const OUTPUT_CHANNELS: usize;

    fn mean_standard_deviation(
        stream_context: &StreamContext,
        source: &ImageView<'_, T, L>,
        mean: &mut DeviceMemory<f64>,
        standard_deviation: &mut DeviceMemory<f64>,
    ) -> Result<()>;
}

pub trait MaskedMeanStandardDeviationImage<T, L> {
    const OUTPUT_CHANNELS: usize;

    fn mean_standard_deviation_masked(
        stream_context: &StreamContext,
        source: &ImageView<'_, T, L>,
        mask: &MaskView<'_>,
        mean: &mut DeviceMemory<f64>,
        standard_deviation: &mut DeviceMemory<f64>,
    ) -> Result<()>;
}

pub trait ChannelMeanStandardDeviationImage<T, L> {
    fn mean_standard_deviation_channel(
        stream_context: &StreamContext,
        source: &ImageView<'_, T, L>,
        channel: usize,
        mean: &mut DeviceMemory<f64>,
        standard_deviation: &mut DeviceMemory<f64>,
    ) -> Result<()>;
}

pub trait MaskedChannelMeanStandardDeviationImage<T, L> {
    fn mean_standard_deviation_channel_masked(
        stream_context: &StreamContext,
        source: &ImageView<'_, T, L>,
        mask: &MaskView<'_>,
        channel: usize,
        mean: &mut DeviceMemory<f64>,
        standard_deviation: &mut DeviceMemory<f64>,
    ) -> Result<()>;
}

macro_rules! impl_mean_standard_deviation_image {
    ($ty:ty, $layout:ty, $mean_standard_deviation:path) => {
        impl<'a> MeanStandardDeviationImage<$ty, $layout> for ImagePipeline<'a, $ty, $layout> {
            const OUTPUT_CHANNELS: usize = <$layout as ChannelLayout>::CHANNELS;

            fn mean_standard_deviation(
                stream_context: &StreamContext,
                source: &ImageView<'_, $ty, $layout>,
                mean: &mut DeviceMemory<f64>,
                standard_deviation: &mut DeviceMemory<f64>,
            ) -> Result<()> {
                $mean_standard_deviation(stream_context, source, mean, standard_deviation)
            }
        }
    };
}

macro_rules! impl_masked_mean_standard_deviation_image {
    ($ty:ty, $mean_standard_deviation:path) => {
        impl<'a> MaskedMeanStandardDeviationImage<$ty, C1> for ImagePipeline<'a, $ty, C1> {
            const OUTPUT_CHANNELS: usize = 1;

            fn mean_standard_deviation_masked(
                stream_context: &StreamContext,
                source: &ImageView<'_, $ty, C1>,
                mask: &MaskView<'_>,
                mean: &mut DeviceMemory<f64>,
                standard_deviation: &mut DeviceMemory<f64>,
            ) -> Result<()> {
                $mean_standard_deviation(stream_context, source, mask, mean, standard_deviation)
            }
        }
    };
}

macro_rules! impl_channel_mean_standard_deviation_image {
    ($ty:ty, $layout:ty, $mean_standard_deviation:path) => {
        impl<'a> ChannelMeanStandardDeviationImage<$ty, $layout>
            for ImagePipeline<'a, $ty, $layout>
        {
            fn mean_standard_deviation_channel(
                stream_context: &StreamContext,
                source: &ImageView<'_, $ty, $layout>,
                channel: usize,
                mean: &mut DeviceMemory<f64>,
                standard_deviation: &mut DeviceMemory<f64>,
            ) -> Result<()> {
                $mean_standard_deviation(stream_context, source, channel, mean, standard_deviation)
            }
        }
    };
}

macro_rules! impl_masked_channel_mean_standard_deviation_image {
    ($ty:ty, $layout:ty, $mean_standard_deviation:path) => {
        impl<'a> MaskedChannelMeanStandardDeviationImage<$ty, $layout>
            for ImagePipeline<'a, $ty, $layout>
        {
            fn mean_standard_deviation_channel_masked(
                stream_context: &StreamContext,
                source: &ImageView<'_, $ty, $layout>,
                mask: &MaskView<'_>,
                channel: usize,
                mean: &mut DeviceMemory<f64>,
                standard_deviation: &mut DeviceMemory<f64>,
            ) -> Result<()> {
                $mean_standard_deviation(
                    stream_context,
                    source,
                    mask,
                    channel,
                    mean,
                    standard_deviation,
                )
            }
        }
    };
}