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18 package org.apache.commons.rng.examples.jmh.simple;
19
20 import org.apache.commons.rng.UniformRandomProvider;
21 import org.apache.commons.rng.simple.RandomSource;
22 import org.openjdk.jmh.annotations.Benchmark;
23 import org.openjdk.jmh.annotations.BenchmarkMode;
24 import org.openjdk.jmh.annotations.Fork;
25 import org.openjdk.jmh.annotations.Measurement;
26 import org.openjdk.jmh.annotations.Mode;
27 import org.openjdk.jmh.annotations.OutputTimeUnit;
28 import org.openjdk.jmh.annotations.Param;
29 import org.openjdk.jmh.annotations.Scope;
30 import org.openjdk.jmh.annotations.Setup;
31 import org.openjdk.jmh.annotations.State;
32 import org.openjdk.jmh.annotations.Threads;
33 import org.openjdk.jmh.annotations.Warmup;
34
35 import java.util.concurrent.TimeUnit;
36 import java.util.concurrent.locks.Lock;
37 import java.util.concurrent.locks.ReentrantLock;
38
39
40
41
42
43
44
45 @BenchmarkMode(Mode.AverageTime)
46 @OutputTimeUnit(TimeUnit.NANOSECONDS)
47 @Warmup(iterations = 10, time = 1, timeUnit = TimeUnit.SECONDS)
48 @Measurement(iterations = 10, time = 1, timeUnit = TimeUnit.SECONDS)
49 @State(Scope.Benchmark)
50 @Fork(value = 1, jvmArgs = { "-server", "-Xms512M", "-Xmx512M" })
51 public class SeedArrayGenerationPerformance {
52
53
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55
56
57
58 private static final ReentrantLock UNFAIR_LOCK = new ReentrantLock(false);
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65
66 private static final ReentrantLock FAIR_LOCK = new ReentrantLock(true);
67
68
69 private int[] intValue;
70
71
72 private long[] longValue;
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77 @State(Scope.Benchmark)
78 public static class SeedRandomSources {
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83 @Param({"WELL_44497_B",
84 "XOR_SHIFT_1024_S_PHI"})
85 private String randomSourceName;
86
87
88 private UniformRandomProvider generator;
89
90
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93
94
95 public UniformRandomProvider getGenerator() {
96 return generator;
97 }
98
99
100
101
102 @Setup
103 public void setup() {
104 generator = RandomSource.valueOf(randomSourceName).create();
105 }
106 }
107
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109
110
111 @State(Scope.Benchmark)
112 public static class SeedSizes {
113
114 @Param({"2", "4", "8", "16", "32", "64", "128"})
115 private int size;
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120
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122 public int getSize() {
123 return size;
124 }
125 }
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131 @State(Scope.Benchmark)
132 public static class TestSizes {
133
134 @Param({"2", "4", "8", "16", "32", "64", "128"})
135 private int size;
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138 @Param({"2", "4", "8", "16", "32", "64", "128"})
139 private int blockSize;
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146 public int getSize() {
147 return size;
148 }
149
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153 public int getBlockSize() {
154 return blockSize;
155 }
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159
160
161 @Setup
162 public void setup() {
163 if (getBlockSize() > getSize()) {
164 throw new AssertionError("Skipping benchmark: Block size is above seed size");
165 }
166 }
167 }
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174
175 private static int nextInt(UniformRandomProvider rng) {
176 synchronized (rng) {
177 return rng.nextInt();
178 }
179 }
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186
187 private static long nextLong(UniformRandomProvider rng) {
188 synchronized (rng) {
189 return rng.nextLong();
190 }
191 }
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201
202 private static void nextInt(UniformRandomProvider rng, int[] array, int start, int end) {
203 synchronized (rng) {
204 for (int i = start; i < end; i++) {
205 array[i] = rng.nextInt();
206 }
207 }
208 }
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219 private static void nextLong(UniformRandomProvider rng, long[] array, int start, int end) {
220 synchronized (rng) {
221 for (int i = start; i < end; i++) {
222 array[i] = rng.nextLong();
223 }
224 }
225 }
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234 private static int nextInt(Lock lock, UniformRandomProvider rng) {
235 lock.lock();
236 try {
237 return rng.nextInt();
238 } finally {
239 lock.unlock();
240 }
241 }
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249
250 private static long nextLong(Lock lock, UniformRandomProvider rng) {
251 lock.lock();
252 try {
253 return rng.nextLong();
254 } finally {
255 lock.unlock();
256 }
257 }
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269 private static void nextInt(Lock lock, UniformRandomProvider rng, int[] array, int start, int end) {
270 lock.lock();
271 try {
272 for (int i = start; i < end; i++) {
273 array[i] = rng.nextInt();
274 }
275 } finally {
276 lock.unlock();
277 }
278 }
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290 private static void nextLong(Lock lock, UniformRandomProvider rng, long[] array, int start, int end) {
291 lock.lock();
292 try {
293 for (int i = start; i < end; i++) {
294 array[i] = rng.nextLong();
295 }
296 } finally {
297 lock.unlock();
298 }
299 }
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304 @Benchmark
305 public void baselineVoid() {
306
307 }
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314 @Benchmark
315 public int[] baselineIntArray() {
316 return intValue;
317 }
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324 @Benchmark
325 public long[] baselineLongArray() {
326 return longValue;
327 }
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339 @Benchmark
340 public int[] createIntArraySeed(SeedRandomSources sources, SeedSizes sizes) {
341 final UniformRandomProvider rng = sources.getGenerator();
342 final int[] seed = new int[sizes.getSize()];
343 for (int i = 0; i < seed.length; i++) {
344 seed[i] = rng.nextInt();
345 }
346 return seed;
347 }
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354 @Benchmark
355 public long[] createLongArraySeed(SeedRandomSources sources, SeedSizes sizes) {
356 final UniformRandomProvider rng = sources.getGenerator();
357 final long[] seed = new long[sizes.getSize()];
358 for (int i = 0; i < seed.length; i++) {
359 seed[i] = rng.nextLong();
360 }
361 return seed;
362 }
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369 @Benchmark
370 public int[] Threads1_createIntArraySeed_Sync(SeedRandomSources sources, SeedSizes sizes) {
371 final UniformRandomProvider rng = sources.getGenerator();
372 final int[] seed = new int[sizes.getSize()];
373 for (int i = 0; i < seed.length; i++) {
374 seed[i] = nextInt(rng);
375 }
376 return seed;
377 }
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384 @Benchmark
385 public long[] Threads1_createLongArraySeed_Sync(SeedRandomSources sources, SeedSizes sizes) {
386 final UniformRandomProvider rng = sources.getGenerator();
387 final long[] seed = new long[sizes.getSize()];
388 for (int i = 0; i < seed.length; i++) {
389 seed[i] = nextLong(rng);
390 }
391 return seed;
392 }
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399 @Benchmark
400 public int[] Threads1_createIntArraySeed_UnfairLock(SeedRandomSources sources, SeedSizes sizes) {
401 final UniformRandomProvider rng = sources.getGenerator();
402 final int[] seed = new int[sizes.getSize()];
403 for (int i = 0; i < seed.length; i++) {
404 seed[i] = nextInt(UNFAIR_LOCK, rng);
405 }
406 return seed;
407 }
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414 @Benchmark
415 public long[] Threads1_createLongArraySeed_UnfairLock(SeedRandomSources sources, SeedSizes sizes) {
416 final UniformRandomProvider rng = sources.getGenerator();
417 final long[] seed = new long[sizes.getSize()];
418 for (int i = 0; i < seed.length; i++) {
419 seed[i] = nextLong(UNFAIR_LOCK, rng);
420 }
421 return seed;
422 }
423
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429 @Benchmark
430 public int[] Threads1_createIntArraySeed_FairLock(SeedRandomSources sources, SeedSizes sizes) {
431 final UniformRandomProvider rng = sources.getGenerator();
432 final int[] seed = new int[sizes.getSize()];
433 for (int i = 0; i < seed.length; i++) {
434 seed[i] = nextInt(FAIR_LOCK, rng);
435 }
436 return seed;
437 }
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444 @Benchmark
445 public long[] Threads1_createLongArraySeed_FairLock(SeedRandomSources sources, SeedSizes sizes) {
446 final UniformRandomProvider rng = sources.getGenerator();
447 final long[] seed = new long[sizes.getSize()];
448 for (int i = 0; i < seed.length; i++) {
449 seed[i] = nextLong(FAIR_LOCK, rng);
450 }
451 return seed;
452 }
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458
459 @Benchmark
460 public int[] Threads1_createIntArraySeedBlocks_Sync(SeedRandomSources sources, TestSizes sizes) {
461 final UniformRandomProvider rng = sources.getGenerator();
462 final int[] seed = new int[sizes.getSize()];
463 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
464 nextInt(rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
465 }
466 return seed;
467 }
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474 @Benchmark
475 public long[] Threads1_createLongArraySeedBlocks_Sync(SeedRandomSources sources, TestSizes sizes) {
476 final UniformRandomProvider rng = sources.getGenerator();
477 final long[] seed = new long[sizes.getSize()];
478 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
479 nextLong(rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
480 }
481 return seed;
482 }
483
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487
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489 @Benchmark
490 public int[] Threads1_createIntArraySeedBlocks_UnfairLock(SeedRandomSources sources, TestSizes sizes) {
491 final UniformRandomProvider rng = sources.getGenerator();
492 final int[] seed = new int[sizes.getSize()];
493 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
494 nextInt(UNFAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
495 }
496 return seed;
497 }
498
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504 @Benchmark
505 public long[] Threads1_createLongArraySeedBlocks_UnfairLock(SeedRandomSources sources, TestSizes sizes) {
506 final UniformRandomProvider rng = sources.getGenerator();
507 final long[] seed = new long[sizes.getSize()];
508 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
509 nextLong(UNFAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
510 }
511 return seed;
512 }
513
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518
519 @Benchmark
520 public int[] Threads1_createIntArraySeedBlocks_FairLock(SeedRandomSources sources, TestSizes sizes) {
521 final UniformRandomProvider rng = sources.getGenerator();
522 final int[] seed = new int[sizes.getSize()];
523 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
524 nextInt(FAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
525 }
526 return seed;
527 }
528
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531
532
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534 @Benchmark
535 public long[] Threads1_createLongArraySeedBlocks_FairLock(SeedRandomSources sources, TestSizes sizes) {
536 final UniformRandomProvider rng = sources.getGenerator();
537 final long[] seed = new long[sizes.getSize()];
538 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
539 nextLong(FAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
540 }
541 return seed;
542 }
543
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548
549 @Benchmark
550 @Threads(4)
551 public int[] Threads4_createIntArraySeed_Sync(SeedRandomSources sources, SeedSizes sizes) {
552 final UniformRandomProvider rng = sources.getGenerator();
553 final int[] seed = new int[sizes.getSize()];
554 for (int i = 0; i < seed.length; i++) {
555 seed[i] = nextInt(rng);
556 }
557 return seed;
558 }
559
560
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563
564
565 @Benchmark
566 @Threads(4)
567 public long[] Threads4_createLongArraySeed_Sync(SeedRandomSources sources, SeedSizes sizes) {
568 final UniformRandomProvider rng = sources.getGenerator();
569 final long[] seed = new long[sizes.getSize()];
570 for (int i = 0; i < seed.length; i++) {
571 seed[i] = nextLong(rng);
572 }
573 return seed;
574 }
575
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579
580
581 @Benchmark
582 @Threads(4)
583 public int[] Threads4_createIntArraySeed_UnfairLock(SeedRandomSources sources, SeedSizes sizes) {
584 final UniformRandomProvider rng = sources.getGenerator();
585 final int[] seed = new int[sizes.getSize()];
586 for (int i = 0; i < seed.length; i++) {
587 seed[i] = nextInt(UNFAIR_LOCK, rng);
588 }
589 return seed;
590 }
591
592
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595
596
597 @Benchmark
598 @Threads(4)
599 public long[] Threads4_createLongArraySeed_UnfairLock(SeedRandomSources sources, SeedSizes sizes) {
600 final UniformRandomProvider rng = sources.getGenerator();
601 final long[] seed = new long[sizes.getSize()];
602 for (int i = 0; i < seed.length; i++) {
603 seed[i] = nextLong(UNFAIR_LOCK, rng);
604 }
605 return seed;
606 }
607
608
609
610
611
612
613 @Benchmark
614 @Threads(4)
615 public int[] Threads4_createIntArraySeed_FairLock(SeedRandomSources sources, SeedSizes sizes) {
616 final UniformRandomProvider rng = sources.getGenerator();
617 final int[] seed = new int[sizes.getSize()];
618 for (int i = 0; i < seed.length; i++) {
619 seed[i] = nextInt(FAIR_LOCK, rng);
620 }
621 return seed;
622 }
623
624
625
626
627
628
629 @Benchmark
630 @Threads(4)
631 public long[] Threads4_createLongArraySeed_FairLock(SeedRandomSources sources, SeedSizes sizes) {
632 final UniformRandomProvider rng = sources.getGenerator();
633 final long[] seed = new long[sizes.getSize()];
634 for (int i = 0; i < seed.length; i++) {
635 seed[i] = nextLong(FAIR_LOCK, rng);
636 }
637 return seed;
638 }
639
640
641
642
643
644
645 @Benchmark
646 @Threads(4)
647 public int[] Threads4_createIntArraySeedBlocks_Sync(SeedRandomSources sources, TestSizes sizes) {
648 final UniformRandomProvider rng = sources.getGenerator();
649 final int[] seed = new int[sizes.getSize()];
650 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
651 nextInt(rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
652 }
653 return seed;
654 }
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661 @Benchmark
662 @Threads(4)
663 public long[] Threads4_createLongArraySeedBlocks_Sync(SeedRandomSources sources, TestSizes sizes) {
664 final UniformRandomProvider rng = sources.getGenerator();
665 final long[] seed = new long[sizes.getSize()];
666 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
667 nextLong(rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
668 }
669 return seed;
670 }
671
672
673
674
675
676
677 @Benchmark
678 @Threads(4)
679 public int[] Threads4_createIntArraySeedBlocks_UnfairLock(SeedRandomSources sources, TestSizes sizes) {
680 final UniformRandomProvider rng = sources.getGenerator();
681 final int[] seed = new int[sizes.getSize()];
682 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
683 nextInt(UNFAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
684 }
685 return seed;
686 }
687
688
689
690
691
692
693 @Benchmark
694 @Threads(4)
695 public long[] Threads4_createLongArraySeedBlocks_UnfairLock(SeedRandomSources sources, TestSizes sizes) {
696 final UniformRandomProvider rng = sources.getGenerator();
697 final long[] seed = new long[sizes.getSize()];
698 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
699 nextLong(UNFAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
700 }
701 return seed;
702 }
703
704
705
706
707
708
709 @Benchmark
710 @Threads(4)
711 public int[] Threads4_createIntArraySeedBlocks_FairLock(SeedRandomSources sources, TestSizes sizes) {
712 final UniformRandomProvider rng = sources.getGenerator();
713 final int[] seed = new int[sizes.getSize()];
714 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
715 nextInt(FAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
716 }
717 return seed;
718 }
719
720
721
722
723
724
725 @Benchmark
726 @Threads(4)
727 public long[] Threads4_createLongArraySeedBlocks_FairLock(SeedRandomSources sources, TestSizes sizes) {
728 final UniformRandomProvider rng = sources.getGenerator();
729 final long[] seed = new long[sizes.getSize()];
730 for (int i = 0; i < seed.length; i += sizes.getBlockSize()) {
731 nextLong(FAIR_LOCK, rng, seed, i, Math.min(i + sizes.getBlockSize(), seed.length));
732 }
733 return seed;
734 }
735 }