File: conformance_parallel_for.cpp

package info (click to toggle)
onetbb 2022.3.0-2
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 19,440 kB
  • sloc: cpp: 129,228; ansic: 9,745; python: 808; xml: 183; objc: 176; makefile: 66; sh: 66; awk: 41; javascript: 37
file content (443 lines) | stat: -rw-r--r-- 16,708 bytes parent folder | download | duplicates (4)
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
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
/*
    Copyright (c) 2005-2024 Intel Corporation

    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
    You may obtain a copy of the License at

        http://www.apache.org/licenses/LICENSE-2.0

    Unless required by applicable law or agreed to in writing, software
    distributed under the License is distributed on an "AS IS" BASIS,
    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    See the License for the specific language governing permissions and
    limitations under the License.
*/

#define DOCTEST_CONFIG_SUPER_FAST_ASSERTS
#include "common/test.h"
#include "common/utils.h"
#include "common/utils_report.h"
#include "common/test_invoke.h"

#include "oneapi/tbb/parallel_for.h"
#include "oneapi/tbb/tick_count.h"

#include "../tbb/test_partitioner.h"

#include <atomic>

//! \file conformance_parallel_for.cpp
//! \brief Test for [algorithms.parallel_for algorithms.auto_partitioner algorithms.simple_partitioner algorithms.static_partitioner algorithms.affinity_partitioner] specification

static const int N = 500;
static std::atomic<int> Array[N];

struct parallel_tag {};
struct empty_partitioner_tag {};

// Testing parallel_for with step support
const std::size_t PFOR_BUFFER_TEST_SIZE = 1024;
// test_buffer has some extra items beyond its right bound
const std::size_t PFOR_BUFFER_ACTUAL_SIZE = PFOR_BUFFER_TEST_SIZE + 1024;
size_t pfor_buffer[PFOR_BUFFER_ACTUAL_SIZE];

template<typename T>
class TestFunctor{
public:
    void operator ()(T index) const {
        pfor_buffer[index]++;
    }
};

static std::atomic<int> FooBodyCount;

// A range object whose only public members are those required by the Range concept.
template<size_t Pad>
class FooRange {
    // Start of range
    int start;

    // Size of range
    int size;
    FooRange( int start_, int size_ ) : start(start_), size(size_) {
        utils::zero_fill<char>(pad, Pad);
        pad[Pad-1] = 'x';
    }
    template<typename Flavor_, std::size_t Pad_> friend void Flog( );
    template<size_t Pad_> friend class FooBody;
    void operator&();

    char pad[Pad];
public:
    bool empty() const {return size==0;}
    bool is_divisible() const {return size>1;}
    FooRange( FooRange& original, oneapi::tbb::split ) : size(original.size/2) {
        original.size -= size;
        start = original.start+original.size;
        CHECK_FAST( original.pad[Pad-1]=='x');
        pad[Pad-1] = 'x';
    }
};

// A range object whose only public members are those required by the parallel_for.h body concept.
template<size_t Pad>
class FooBody {
public:
    ~FooBody() {
        --FooBodyCount;
        for( std::size_t i=0; i<sizeof(*this); ++i )
            reinterpret_cast<char*>(this)[i] = -1;
    }
    // Copy constructor
    FooBody( const FooBody& other ) : array(other.array), state(other.state) {
        ++FooBodyCount;
        CHECK_FAST(state == LIVE);
    }
    void operator()( FooRange<Pad>& r ) const {
        for (int k = r.start; k < r.start + r.size; ++k) {
            CHECK_FAST(array[k].load(std::memory_order_relaxed) == 0);
            array[k].store(1, std::memory_order_relaxed);
        }
    }
private:
    const int LIVE = 0x1234;
    std::atomic<int>* array;
    int state;
    friend class FooRange<Pad>;
    template<typename Flavor_, std::size_t Pad_> friend void Flog( );
    FooBody( std::atomic<int>* array_ ) : array(array_), state(LIVE) {}
};

template <typename Flavor, typename Partitioner, typename Range, typename Body>
struct Invoker;

template <typename Range, typename Body>
struct Invoker<parallel_tag, empty_partitioner_tag, Range, Body> {
    void operator()( const Range& r, const Body& body, empty_partitioner_tag& ) {
        oneapi::tbb::parallel_for( r, body );
    }
};

template <typename Partitioner, typename Range, typename Body>
struct Invoker<parallel_tag, Partitioner, Range, Body> {
    void operator()( const Range& r, const Body& body, Partitioner& p ) {
        oneapi::tbb::parallel_for( r, body, p );
    }
};

template <typename Flavor, typename Partitioner, typename T, typename Body>
struct InvokerStep;

template <typename T, typename Body>
struct InvokerStep<parallel_tag, empty_partitioner_tag, T, Body> {
    void operator()( const T& first, const T& last, const Body& f, empty_partitioner_tag& ) {
        oneapi::tbb::parallel_for( first, last, f );
    }
    void operator()( const T& first, const T& last, const T& step, const Body& f, empty_partitioner_tag& ) {
        oneapi::tbb::parallel_for( first, last, step, f );
    }
};

template <typename Partitioner, typename T, typename Body>
struct InvokerStep<parallel_tag, Partitioner, T, Body> {
    void operator()( const T& first, const T& last, const Body& f, Partitioner& p ) {
        oneapi::tbb::parallel_for( first, last, f, p );
    }
    void operator()( const T& first, const T& last, const T& step, const Body& f, Partitioner& p ) {
        oneapi::tbb::parallel_for( first, last, step, f, p );
    }
};

template<typename Flavor, std::size_t Pad>
void Flog() {
    for ( int i=0; i<N; ++i ) {
        for ( int mode = 0; mode < 4; ++mode) {
            FooRange<Pad> r( 0, i );
            const FooRange<Pad> rc = r;
            FooBody<Pad> f( Array );
            const FooBody<Pad> fc = f;
            for (int a_i = 0; a_i < N; a_i++) {
                Array[a_i].store(0, std::memory_order_relaxed);
            }
            FooBodyCount = 1;
            switch (mode) {
            case 0: {
                empty_partitioner_tag p;
                Invoker< Flavor, empty_partitioner_tag, FooRange<Pad>, FooBody<Pad> > invoke_for;
                invoke_for( rc, fc, p );
            }
                break;
            case 1: {
                Invoker< Flavor, const oneapi::tbb::simple_partitioner, FooRange<Pad>, FooBody<Pad> > invoke_for;
                invoke_for( rc, fc, oneapi::tbb::simple_partitioner() );
            }
                break;
            case 2: {
                Invoker< Flavor, const oneapi::tbb::auto_partitioner, FooRange<Pad>, FooBody<Pad> > invoke_for;
                invoke_for( rc, fc, oneapi::tbb::auto_partitioner() );
            }
                break;
            case 3: {
                static oneapi::tbb::affinity_partitioner affinity;
                Invoker< Flavor, oneapi::tbb::affinity_partitioner, FooRange<Pad>, FooBody<Pad> > invoke_for;
                invoke_for( rc, fc, affinity );
            }
                break;
            }
            CHECK(std::find_if_not(Array, Array + i, [](const std::atomic<int>& v) { return v.load(std::memory_order_relaxed) == 1; }) == Array + i);
            CHECK(std::find_if_not(Array + i, Array + N, [](const std::atomic<int>& v) { return v.load(std::memory_order_relaxed) == 0; }) == Array + N);
            CHECK(FooBodyCount == 1);
        }
    }
}

#include <stdexcept> // std::invalid_argument

template <typename Flavor, typename T, typename Partitioner>
void TestParallelForWithStepSupportHelper(Partitioner& p) {
    const T pfor_buffer_test_size = static_cast<T>(PFOR_BUFFER_TEST_SIZE);
    const T pfor_buffer_actual_size = static_cast<T>(PFOR_BUFFER_ACTUAL_SIZE);
    // Testing parallel_for with different step values
    InvokerStep< Flavor, Partitioner, T, TestFunctor<T> > invoke_for;
    for (T begin = 0; begin < pfor_buffer_test_size - 1; begin += pfor_buffer_test_size / 10 + 1) {
        T step;
        for (step = 1; step < pfor_buffer_test_size; step++) {
            std::memset(pfor_buffer, 0, pfor_buffer_actual_size * sizeof(std::size_t));
            if (step == 1){
                invoke_for(begin, pfor_buffer_test_size, TestFunctor<T>(), p);
            } else {
                invoke_for(begin, pfor_buffer_test_size, step, TestFunctor<T>(), p);
            }
            // Verifying that parallel_for processed all items it should
            for (T i = begin; i < pfor_buffer_test_size; i = i + step) {
                if (pfor_buffer[i] != 1) {
                    CHECK_MESSAGE(false, "parallel_for didn't process all required elements");
                }
                pfor_buffer[i] = 0;
            }
            // Verifying that no extra items were processed and right bound of array wasn't crossed
            for (T i = 0; i < pfor_buffer_actual_size; i++) {
                if (pfor_buffer[i] != 0) {
                    CHECK_MESSAGE(false, "parallel_for processed an extra element");
                }
            }
        }
    }
}

template <typename Flavor, typename T>
void TestParallelForWithStepSupport() {
    static oneapi::tbb::affinity_partitioner affinity_p;
    oneapi::tbb::auto_partitioner auto_p;
    oneapi::tbb::simple_partitioner simple_p;
    oneapi::tbb::static_partitioner static_p;
    empty_partitioner_tag p;

    // Try out all partitioner combinations
    TestParallelForWithStepSupportHelper< Flavor,T,empty_partitioner_tag >(p);
    TestParallelForWithStepSupportHelper< Flavor,T,const oneapi::tbb::auto_partitioner >(auto_p);
    TestParallelForWithStepSupportHelper< Flavor,T,const oneapi::tbb::simple_partitioner >(simple_p);
    TestParallelForWithStepSupportHelper< Flavor,T,oneapi::tbb::affinity_partitioner >(affinity_p);
    TestParallelForWithStepSupportHelper< Flavor,T,oneapi::tbb::static_partitioner >(static_p);

    // Testing some corner cases
    oneapi::tbb::parallel_for(static_cast<T>(2), static_cast<T>(1), static_cast<T>(1), TestFunctor<T>());
}

#if __TBB_CPP17_INVOKE_PRESENT
class SmartIndex {
public:
    SmartIndex(std::size_t ri) : real_index(ri), change_vector(nullptr) {}
    SmartIndex(std::size_t ri, std::vector<std::size_t>& cv)
        : real_index(ri), change_vector(&cv) {}
    SmartIndex(const SmartIndex& other) : real_index(other.real_index),
                                          change_vector(other.change_vector) {}
    ~SmartIndex() = default;

    SmartIndex& operator=(const SmartIndex& other) {
        real_index = other.real_index;
        change_vector = other.change_vector;
        return *this;
    }

    bool operator<(const SmartIndex& other) const {
        return real_index < other.real_index;
    }

    bool operator<=(const SmartIndex& other) const {
        return real_index <= other.real_index;
    }

    SmartIndex operator/(const SmartIndex& other) const {
        return {real_index / other.real_index, *change_vector};
    }

    SmartIndex operator*(const SmartIndex& other) const {
        return {real_index * other.real_index, *change_vector};
    }

    SmartIndex operator+(const SmartIndex& other) const {
        return {real_index + other.real_index, *change_vector};
    }

    SmartIndex& operator+=(const SmartIndex& other) {
        real_index += other.real_index;
        return *this;
    }

    SmartIndex& operator++() { ++real_index; return *this; }

    std::size_t operator-(const SmartIndex& other) const {
        return real_index - other.real_index;
    }

    SmartIndex operator+(std::size_t k) {
        return {real_index + k, *change_vector};
    }

    void increase() const {
        CHECK(change_vector);
        ++(*change_vector)[real_index];
    }
private:
    std::size_t real_index;
    std::vector<std::size_t>* change_vector;
};

void test_pfor_body_invoke() {
    const std::size_t number_of_overloads = 5;
    const std::size_t iterations = 100000;

    using range_type = test_invoke::SmartRange<std::size_t>;
    std::vector<std::size_t> change_vector(iterations, 0);
    range_type range{0, iterations, change_vector};

    oneapi::tbb::parallel_for(range, &range_type::increase);
    oneapi::tbb::parallel_for(range, &range_type::increase, oneapi::tbb::simple_partitioner());
    oneapi::tbb::parallel_for(range, &range_type::increase, oneapi::tbb::auto_partitioner());
    oneapi::tbb::parallel_for(range, &range_type::increase, oneapi::tbb::static_partitioner());
    oneapi::tbb::affinity_partitioner aff;
    oneapi::tbb::parallel_for(range, &range_type::increase, aff);

    for (std::size_t item : change_vector) {
        CHECK(item == number_of_overloads);
    }
}


void test_pfor_func_invoke() {
    const std::size_t number_of_overloads = 5;
    const std::size_t iterations = 100000;

    std::vector<std::size_t> change_vector(iterations, 0);
    SmartIndex first{0, change_vector};
    SmartIndex last{iterations, change_vector};
    SmartIndex stride{2};

    oneapi::tbb::parallel_for(first, last, &SmartIndex::increase);
    oneapi::tbb::parallel_for(first, last, &SmartIndex::increase, oneapi::tbb::simple_partitioner());
    oneapi::tbb::parallel_for(first, last, &SmartIndex::increase, oneapi::tbb::auto_partitioner());
    oneapi::tbb::parallel_for(first, last, &SmartIndex::increase, oneapi::tbb::static_partitioner());
    oneapi::tbb::affinity_partitioner aff;
    oneapi::tbb::parallel_for(first, last, &SmartIndex::increase, aff);

    for (std::size_t& item : change_vector) {
        CHECK(item == number_of_overloads);
        item = 0;
    }

    oneapi::tbb::parallel_for(first, last, stride, &SmartIndex::increase);
    oneapi::tbb::parallel_for(first, last, stride, &SmartIndex::increase, oneapi::tbb::simple_partitioner());
    oneapi::tbb::parallel_for(first, last, stride, &SmartIndex::increase, oneapi::tbb::auto_partitioner());
    oneapi::tbb::parallel_for(first, last, stride, &SmartIndex::increase, oneapi::tbb::static_partitioner());
    oneapi::tbb::parallel_for(first, last, stride, &SmartIndex::increase, aff);

    CHECK(change_vector[0] == number_of_overloads);
    for (std::size_t i = 1; i < iterations; ++i) {
        std::size_t expected = change_vector[i - 1] == 0 ? number_of_overloads : 0;
        CHECK(change_vector[i] == expected);
    }
}
#endif // __TBB_CPP17_INVOKE_PRESENT

//! Test simple parallel_for with different partitioners
//! \brief \ref interface \ref requirement
TEST_CASE("Basic parallel_for") {
    std::atomic<unsigned long> counter{};
    const std::size_t number_of_partitioners = 5;
    const std::size_t iterations = 100000;

    oneapi::tbb::parallel_for(std::size_t(0), iterations, [&](std::size_t) {
        counter++;
    });

    oneapi::tbb::parallel_for(std::size_t(0), iterations, [&](std::size_t) {
        counter++;
    }, oneapi::tbb::simple_partitioner());

    oneapi::tbb::parallel_for(std::size_t(0), iterations, [&](std::size_t) {
        counter++;
    }, oneapi::tbb::auto_partitioner());

    oneapi::tbb::parallel_for(std::size_t(0), iterations, [&](std::size_t) {
        counter++;
    }, oneapi::tbb::static_partitioner());

    oneapi::tbb::affinity_partitioner aff;
    oneapi::tbb::parallel_for(std::size_t(0), iterations, [&](std::size_t) {
        counter++;
    }, aff);

    CHECK_EQ(counter.load(std::memory_order_relaxed), iterations * number_of_partitioners);
}

//! Testing parallel for with different partitioners and ranges ranges
//! \brief \ref interface \ref requirement \ref stress
TEST_CASE("Flog test") {
    Flog<parallel_tag, 1>();
    Flog<parallel_tag, 10>();
    Flog<parallel_tag, 100>();
    Flog<parallel_tag, 1000>();
#if !EMSCRIPTEN    
    Flog<parallel_tag, 10000>();
#endif
}

//! Testing parallel for with different types and step
//! \brief \ref interface \ref requirement
TEST_CASE_TEMPLATE("parallel_for with step support", T, short, unsigned short, int, unsigned int,
                                    long, unsigned long, long long, unsigned long long, std::size_t) {
    // Testing with different integer types
    TestParallelForWithStepSupport<parallel_tag, T>();
}

//! Testing with different types of ranges and partitioners
//! \brief \ref interface \ref requirement
TEST_CASE("Testing parallel_for with partitioners") {
    using namespace test_partitioner_utils::interaction_with_range_and_partitioner;

    test_partitioner_utils::SimpleBody b;
    oneapi::tbb::affinity_partitioner ap;

    parallel_for(Range1(true, false), b, ap);
    parallel_for(Range6(false, true), b, ap);

    parallel_for(Range1(false, true), b, oneapi::tbb::simple_partitioner());
    parallel_for(Range6(false, true), b, oneapi::tbb::simple_partitioner());

    parallel_for(Range1(false, true), b, oneapi::tbb::auto_partitioner());
    parallel_for(Range6(false, true), b, oneapi::tbb::auto_partitioner());

    parallel_for(Range1(true, false), b, oneapi::tbb::static_partitioner());
    parallel_for(Range6(false, true), b, oneapi::tbb::static_partitioner());
}

#if __TBB_CPP17_INVOKE_PRESENT
//! Test that parallel_for uses std::invoke to run body and function
//! \brief \ref interface \ref requirement
TEST_CASE("parallel_for and std::invoke") {
    test_pfor_body_invoke();
    test_pfor_func_invoke();
}
#endif