File: gpu_dynamic_shared.cpp

package info (click to toggle)
halide 14.0.0-3
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 49,124 kB
  • sloc: cpp: 238,722; makefile: 4,303; python: 4,047; java: 1,575; sh: 1,384; pascal: 211; xml: 165; javascript: 43; ansic: 34
file content (52 lines) | stat: -rw-r--r-- 1,538 bytes parent folder | download
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
#include "Halide.h"
#include <stdio.h>

using namespace Halide;

int main(int argc, char **argv) {
    Target t = get_jit_target_from_environment();
    if (!t.has_gpu_feature()) {
        printf("[SKIP] No GPU target enabled.\n");
        return 0;
    }

    if (t.has_feature(Target::OpenGLCompute)) {
        printf("[SKIP] Skipping test for OpenGLCompute, as it does not support dynamically-sized shared memory\n");
        return 0;
    }

    // Check dynamic allocations per-block and per-thread into both
    // shared and global
    for (int per_thread = 0; per_thread < 2; per_thread++) {
        for (auto memory_type : {MemoryType::GPUShared, MemoryType::Heap}) {
            Func f("f"), g("g");
            Var x("x"), xi("xi");

            f(x) = x;
            g(x) = f(x) + f(2 * x);

            g.gpu_tile(x, xi, 16);
            if (per_thread) {
                f.compute_at(g, xi);
            } else {
                f.compute_at(g, x).gpu_threads(x);
            }

            f.store_in(memory_type);

            // The amount of shared/heap memory required varies with x
            Buffer<int> out = g.realize({100});
            for (int x = 0; x < 100; x++) {
                int correct = 3 * x;
                if (out(x) != correct) {
                    printf("out[%d|%d](%d) = %d instead of %d\n",
                           per_thread, (int)memory_type, x, out(x), correct);
                    return -1;
                }
            }
        }
    }

    printf("Success!\n");
    return 0;
}