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
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
//! The operation trait and the pixel producers that feed graphs.
use crate::;
use fmt;
/// The tile **shape** an op wants its input delivered in.
///
/// The scheduler negotiates tile shapes from this declaration (ADR-0003):
/// runs of [`Sequential`] ops move full-width strips, matching how codecs
/// produce and consume rows, while [`Spatial`] segments switch to square tiles
/// to bound redundant border work. A rolling line-cache is inserted at the
/// seam between the two. Declaring [`Spatial`] when [`Sequential`] would do
/// costs throughput; declaring [`Sequential`] when the op actually reads
/// neighbours is a correctness bug.
///
/// # Shape, not order
///
/// This says nothing about the *order* tiles are produced in. An op that
/// mirrors vertically reads no neighbours and wants full-width strips, so it
/// is [`Sequential`] — even though it consumes those strips bottom-up.
///
/// Order is not declared at all: the scheduler derives it from
/// [`Op::input_regions`] and inserts a materialization buffer only where a
/// non-forward demand sequence meets a forward-only source (ADR-0009). Keeping
/// order out of this enum is deliberate — it is a property of the *seam*
/// between an op and its upstream, not of the op, so the same op streams or
/// buffers depending on what it is connected to.
///
/// [`Sequential`]: AccessPattern::Sequential
/// [`Spatial`]: AccessPattern::Spatial
/// A node in the op graph.
///
/// Ops are immutable, shared (`Arc<dyn Op>`), and evaluated concurrently, hence
/// `Send + Sync`. An op holds its own parameters; the graph supplies the input
/// descriptors, which is what lets one op instance be evaluated against
/// different input shapes.
///
/// # Relationship to ARCHITECTURE §Layer 3
///
/// [`Op::input_regions`] and [`Op::output_descriptor`] take the input
/// descriptors explicitly, where ARCHITECTURE writes them in shorthand as
/// `input_region(out_region)` and `output_descriptor()`. The semantics are
/// unchanged — an op still cannot know its input shapes without being told
/// them, and passing them keeps ops free of duplicated graph state.
/// A source of pixels at the root of a graph.
///
/// Producers sit where decoders meet the graph. `produce` takes `&self` because
/// graph nodes are shared across threads; a producer wrapping a single-pass
/// streaming decoder therefore owns whatever interior mutability it needs (see
/// [`DecodedSource`]).
///
/// [`DecodedSource`]: crate::DecodedSource