File: trim_no_ops.cpp

package info (click to toggle)
halide 21.0.0-4
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 55,752 kB
  • sloc: cpp: 289,334; ansic: 22,751; python: 7,486; makefile: 4,299; sh: 2,508; java: 1,549; javascript: 282; pascal: 207; xml: 127; asm: 9
file content (240 lines) | stat: -rw-r--r-- 7,677 bytes parent folder | download | duplicates (3)
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
#include "Halide.h"

using namespace Halide;

class CountConditionals : public Internal::IRMutator {
public:
    int count = 0;
    int count_if = 0;
    int count_select = 0;
    bool in_produce = false;

private:
    using Internal::IRMutator::visit;

    Expr visit(const Internal::Select *op) override {
        if (in_produce) {
            count++;
            count_select++;
        }
        return Internal::IRMutator::visit(op);
    }

    Internal::Stmt visit(const Internal::IfThenElse *op) override {
        if (in_produce) {
            count++;
            count_if++;
        }
        return Internal::IRMutator::visit(op);
    }

    Internal::Stmt visit(const Internal::ProducerConsumer *op) override {
        Internal::ScopedValue<bool> v(in_produce, op->is_producer);
        return Internal::IRMutator::visit(op);
    }
};

int main(int argc, char **argv) {
    printf("Running inequality condition test\n");
    {
        // Loop iterations that would be no-ops should be trimmed off.
        Func f;
        Var x;
        f(x) = x;
        f(x) += select(x > 10 && x < 20, 1, 0);
        f(x) += select(x < 10, 0, 1);
        f(x) *= select(x > 20 && x < 30, 2, 1);
        f(x) = select(x >= 60 && x <= 100, 100 - f(x), f(x));

        CountConditionals s;
        f.add_custom_lowering_pass(&s, []() {});
        Module m = f.compile_to_module({});

        if (s.count != 0) {
            std::cerr << "There were conditionals in the lowered code: \n"
                      << m.functions().front().body << "\n";
            return 1;
        }

        // Also check the output is correct
        Buffer<int> im = f.realize({100});
        for (int x = 0; x < im.width(); x++) {
            int correct = x;
            correct += (x > 10 && x < 20) ? 1 : 0;
            correct += (x < 10) ? 0 : 1;
            correct *= (x > 20 && x < 30) ? 2 : 1;
            correct = (x >= 60 && x <= 100) ? (100 - correct) : correct;
            if (im(x) != correct) {
                printf("im(%d) = %d instead of %d\n",
                       x, im(x), correct);
                return 1;
            }
        }
    }

    printf("Running equality condition test\n");
    {
        // Loop iterations that would be no-ops should be trimmed off. trim_no_ops
        // should be able to handle equality as well.
        Func f;
        Var x, y;
        f(x, y) = x + y;
        f(x, y) += select((x == 10) && (x < y), 1, 0);

        // There should be no selects after trim_no_ops runs
        CountConditionals s;
        f.add_custom_lowering_pass(&s, []() {});
        Module m = f.compile_to_module({});

        if (s.count != 0) {
            std::cerr << "There were selects in the lowered code: \n"
                      << m.functions().front().body << "\n";
            return 1;
        }

        // Also check the output is correct
        Buffer<int> im = f.realize({100, 100});
        for (int y = 0; y < im.height(); y++) {
            for (int x = 0; x < im.width(); x++) {
                int correct = x + y;
                correct += ((x == 10) && (x < y)) ? 1 : 0;
                if (im(x, y) != correct) {
                    printf("im(%d, %d) = %d instead of %d\n",
                           x, y, im(x, y), correct);
                    return 1;
                }
            }
        }
    }

    printf("Running tiled histogram test\n");
    {
        // Test a tiled histogram
        Func f;
        Var x, y;
        f(x, y) = cast<uint8_t>(random_int());
        f.compute_root();

        Func hist;
        Buffer<int> hist_result;
        {
            RDom r(0, 10, 0, 10, 0, 10, 0, 10);
            Expr xi = r[0] + r[2] * 10, yi = r[1] + r[3] * 10;
            hist(x) = 0;
            hist(f(clamp(xi, 0, 73), clamp(yi, 0, 73))) +=
                select(xi >= 0 && xi <= 73 && yi >= 0 && yi <= 73, 1, 0);

            CountConditionals s;
            hist.add_custom_lowering_pass(&s, []() {});
            Module m = hist.compile_to_module({});

            if (s.count != 0) {
                std::cerr << "There were selects in the lowered code: \n"
                          << m.functions().front().body << "\n";
                return 1;
            }
            hist_result = hist.realize({256});
        }

        // Also check the output is correct.
        Func true_hist;
        {
            RDom r(0, 74, 0, 74);
            true_hist(x) = 0;
            true_hist(f(r.x, r.y)) += 1;
        }
        Buffer<int> true_hist_result = true_hist.realize({256});

        for (int i = 0; i < 256; i++) {
            if (hist_result(i) != true_hist_result(i)) {
                printf("hist(%d) = %d instead of %d\n",
                       i, hist_result(i), true_hist_result(i));
                return 1;
            }
        }
    }

    printf("Running tiled iteration over triangle test\n");
    {
        // Test tiled iteration over a triangle, where the condition is an
        // if statement instead of a select.
        Func f;
        Var x, y;
        f(x, y) = select(2 * x < y, 5, undef<int>());

        Var xi, yi;
        f.tile(x, y, xi, yi, 4, 4);

        // Check there are no if statements.
        CountConditionals s;
        f.add_custom_lowering_pass(&s, []() {});
        Module m = f.compile_to_module({});

        if (s.count != 0) {
            std::cerr << "There were selects or ifs in the lowered code: \n"
                      << m.functions().front().body << "\n";
            return 1;
        }
    }

    // Test tiled iteration on the gpu if there is support for GPU.
    // The gpu loop variable should not depend on outer gpu loop var.
    if (!get_jit_target_from_environment().has_gpu_feature()) {
        // TODO: split this test apart so the GPU pieces can be split appropriately
        // printf("[SKIP] No GPU target enabled.\n");
        printf("Success!\n");
        return 0;
    }

    printf("Running select is not simplified on gpu test\n");
    {
        Func f;
        Var x, y;
        f(x, y) = x + y;

        RDom r(0, 100, 0, 100);
        f(r.x, r.y) += select((r.x < r.y) && (r.x == 10), 3, undef<int>());

        RVar rxi, ryi;
        f.update(0).gpu_tile(r.x, r.y, rxi, ryi, 4, 4);

        Buffer<int> im = f.realize({200, 200});

        // There should be no selects after trim_no_ops runs. The select should
        // be lifted out as if condition. We can't trim gpu loop r.x based on the
        // if condition since it depends on gpu outer loop r.y
        Target gpu_target(get_host_target());
        gpu_target.set_feature(Target::CUDA);
        CountConditionals s;
        f.add_custom_lowering_pass(&s, []() {});
        Module m = f.compile_to_module({}, "", gpu_target);

        if (s.count_select != 0) {
            std::cerr << "There were selects in the lowered code: \n"
                      << m.functions().front().body << "\n";
            return 1;
        }
        if (s.count_if != 1) {
            std::cerr << "There should be 1 if in the lowered code: \n"
                      << m.functions().front().body << "\n";
            return 1;
        }

        for (int y = 0; y < im.height(); y++) {
            for (int x = 0; x < im.width(); x++) {
                int correct = x + y;
                if ((x == 10) && (0 <= y && y <= 99)) {
                    correct += (x < y) ? 3 : 0;
                }
                if (im(x, y) != correct) {
                    printf("im(%d, %d) = %d instead of %d\n",
                           x, y, im(x, y), correct);
                    return 1;
                }
            }
        }
    }

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