Halide 22.0.0 Halide compiler and libraries

ImageParam.h
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1#ifndef HALIDE_IMAGE_PARAM_H
2#define HALIDE_IMAGE_PARAM_H
3
4/** \file
5 *
6 * Classes for declaring image parameters to halide pipelines
7 */
8
9#include <utility>
10
11#include "Func.h"
12#include "OutputImageParam.h"
13#include "Var.h"
14
15 namespace Halide {
16
17 namespace Internal {
18 template<typename T2>
19 class GeneratorInput_Buffer;
20}
21
22/** An Image parameter to a halide pipeline. E.g., the input image. */
23 class ImageParam : public OutputImageParam {
24 template<typename T2>
25 friend class ::Halide::Internal::GeneratorInput_Buffer;
26
27 // Only for use of Generator
28 ImageParam(const Parameter &p, Func f)
29 : OutputImageParam(p, Argument::InputBuffer, std::move(f)) {
30 }
31
32 /** Helper function to initialize the Func representation of this ImageParam. */
33 Func create_func() const;
34
35 public:
36 /** Construct a nullptr image parameter handle. */
37 ImageParam() = default;
38
39 /** Construct an image parameter of the given type and
40 * dimensionality, with an auto-generated unique name. */
41 ImageParam(Type t, int d);
42
43 /** Construct an image parameter of the given type and
44 * dimensionality, with the given name */
45 ImageParam(Type t, int d, const std::string &n);
46
47 /** Bind an Image to this ImageParam. Only relevant for jitting */
48 // @{
49 void set(const Buffer<> &im);
50 // @}
51
52 /** Get a reference to the Buffer bound to this ImageParam. Only relevant for jitting. */
53 // @{
54 Buffer<> get() const;
55 // @}
56
57 /** Unbind any bound Buffer */
58 void reset();
59
60 /** Construct an expression which loads from this image
61 * parameter. The location is extended with enough implicit
62 * variables to match the dimensionality of the image
63 * (see \ref Var::implicit)
64 */
65 // @{
66 template<typename... Args>
67 HALIDE_NO_USER_CODE_INLINE Expr operator()(Args &&...args) const {
68 return func(std::forward<Args>(args)...);
69 }
70 Expr operator()(std::vector<Expr>) const;
71 Expr operator()(std::vector<Var>) const;
72 // @}
73
74 /** Return the intrinsic Func representation of this ImageParam. This allows
75 * an ImageParam to be implicitly converted to a Func.
76 *
77 * Note that we use implicit vars to name the dimensions of Funcs associated
78 * with the ImageParam: both its internal Func representation and wrappers
79 * (See \ref ImageParam::in). For example, to unroll the first and second
80 * dimensions of the associated Func by a factor of 2, we would do the following:
81 \code
82 func.unroll(_0, 2).unroll(_1, 2);
83 \endcode
84 * '_0' represents the first dimension of the Func, while _1 represents the
85 * second dimension of the Func.
86 */
87 operator Func() const;
88
89 /** Creates and returns a new Func that wraps this ImageParam. During
90 * compilation, Halide will replace calls to this ImageParam with calls
91 * to the wrapper as appropriate. If this ImageParam is already wrapped
92 * for use in some Func, it will return the existing wrapper.
93 *
94 * For example, img.in(g) would rewrite a pipeline like this:
95 \code
96 ImageParam img(Int(32), 2);
97 Func g;
98 g(x, y) = ... img(x, y) ...
99 \endcode
100 * into a pipeline like this:
101 \code
102 ImageParam img(Int(32), 2);
103 Func img_wrap, g;
104 img_wrap(x, y) = img(x, y);
105 g(x, y) = ... img_wrap(x, y) ...
106 \endcode
107 *
108 * This has a variety of uses. One use case is to stage loads from an
109 * ImageParam via some intermediate buffer (e.g. on the stack or in shared
110 * GPU memory).
111 *
112 * The following example illustrates how you would use the 'in()' directive
113 * to stage loads from an ImageParam into the GPU shared memory:
114 \code
115 ImageParam img(Int(32), 2);
116 output(x, y) = img(y, x);
117 Var tx, ty;
118 output.compute_root().gpu_tile(x, y, tx, ty, 8, 8);
119 img.in().compute_at(output, x).unroll(_0, 2).unroll(_1, 2).gpu_threads(_0, _1);
120 \endcode
121 *
122 * Note that we use implicit vars to name the dimensions of the wrapper Func.
123 * See \ref Func::in for more possible use cases of the 'in()' directive.
124 */
125 // @{
126 Func in(const Func &f);
127 Func in(const std::vector<Func> &fs);
128 Func in();
129 // @}
130
131 /** Trace all loads from this ImageParam by emitting calls to halide_trace. */
132 void trace_loads();
133
134 /** Add a trace tag to this ImageParam's Func. */
135 ImageParam &add_trace_tag(const std::string &trace_tag);
136};
137
138} // namespace Halide
139
140#endif
Func.h
Defines Func - the front-end handle on a halide function, and related classes.
OutputImageParam.h
Classes for declaring output image parameters to halide pipelines.
HALIDE_NO_USER_CODE_INLINE
#define HALIDE_NO_USER_CODE_INLINE
Definition: Util.h:47
Var.h
Defines the Var - the front-end variable.
Halide::Buffer<>
Halide::Func
A halide function.
Definition: Func.h:706
Halide::ImageParam
An Image parameter to a halide pipeline.
Definition: ImageParam.h:23
Halide::ImageParam::in
Func in()
Halide::ImageParam::ImageParam
ImageParam(Type t, int d, const std::string &n)
Construct an image parameter of the given type and dimensionality, with the given name.
Halide::ImageParam::operator()
Expr operator()(std::vector< Expr >) const
Halide::ImageParam::operator()
Expr operator()(std::vector< Var >) const
Halide::ImageParam::in
Func in(const std::vector< Func > &fs)
Halide::ImageParam::in
Func in(const Func &f)
Creates and returns a new Func that wraps this ImageParam.
Halide::ImageParam::set
void set(const Buffer<> &im)
Bind an Image to this ImageParam.
Halide::ImageParam::operator()
HALIDE_NO_USER_CODE_INLINE Expr operator()(Args &&...args) const
Construct an expression which loads from this image parameter.
Definition: ImageParam.h:67
Halide::ImageParam::ImageParam
ImageParam()=default
Construct a nullptr image parameter handle.
Halide::ImageParam::reset
void reset()
Unbind any bound Buffer.
Halide::ImageParam::add_trace_tag
ImageParam & add_trace_tag(const std::string &trace_tag)
Add a trace tag to this ImageParam's Func.
Halide::ImageParam::trace_loads
void trace_loads()
Trace all loads from this ImageParam by emitting calls to halide_trace.
Halide::ImageParam::ImageParam
ImageParam(Type t, int d)
Construct an image parameter of the given type and dimensionality, with an auto-generated unique name...
Halide::ImageParam::get
Buffer get() const
Get a reference to the Buffer bound to this ImageParam.
Halide::OutputImageParam
A handle on the output buffer of a pipeline.
Definition: OutputImageParam.h:19
Halide::OutputImageParam::Func
friend class Func
Definition: OutputImageParam.h:21
Halide::OutputImageParam::func
Func func
If Input: Func representation of the ImageParam.
Definition: OutputImageParam.h:32
Halide::Parameter
A reference-counted handle to a parameter to a halide pipeline.
Definition: Parameter.h:40
Halide
This file defines the class FunctionDAG, which is our representation of a Halide pipeline,...
Definition: AbstractGenerator.h:19
Halide::LinkageType::Internal
@ Internal
Not visible externally, similar to 'static' linkage in C.
Halide::Argument
A struct representing an argument to a halide-generated function.
Definition: Argument.h:37
Halide::Expr
A fragment of Halide syntax.
Definition: Expr.h:258
Halide::Type
Types in the halide type system.
Definition: Type.h:281