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8273681: Add Vector API vs Arrays.mismatch intrinsic benchmark
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Reviewed-by: psandoz
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amCap1712 authored and Paul Sandoz committed Sep 17, 2021
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/*
* Copyright (c) 2021, Oracle and/or its affiliates. All rights reserved.
* DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
*
* This code is free software; you can redistribute it and/or modify it
* under the terms of the GNU General Public License version 2 only, as
* published by the Free Software Foundation.
*
* This code is distributed in the hope that it will be useful, but WITHOUT
* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
* FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
* version 2 for more details (a copy is included in the LICENSE file that
* accompanied this code).
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* 2 along with this work; if not, write to the Free Software Foundation,
* Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA.
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package org.openjdk.bench.jdk.incubator.vector;


import jdk.incubator.vector.ByteVector;
import jdk.incubator.vector.DoubleVector;
import jdk.incubator.vector.IntVector;
import jdk.incubator.vector.LongVector;
import jdk.incubator.vector.VectorMask;
import jdk.incubator.vector.VectorOperators;
import jdk.incubator.vector.VectorSpecies;
import org.openjdk.jmh.annotations.Benchmark;
import org.openjdk.jmh.annotations.Fork;
import org.openjdk.jmh.annotations.OutputTimeUnit;
import org.openjdk.jmh.annotations.Param;
import org.openjdk.jmh.annotations.Scope;
import org.openjdk.jmh.annotations.Setup;
import org.openjdk.jmh.annotations.State;
import org.openjdk.jmh.infra.BenchmarkParams;

import java.util.Arrays;
import java.util.concurrent.TimeUnit;
import java.util.random.RandomGenerator;

@OutputTimeUnit(TimeUnit.MILLISECONDS)
@State(Scope.Thread)
@Fork(jvmArgsPrepend = {"--add-modules=jdk.incubator.vector"})
public class ArrayMismatchBenchmark {

@Param({"9", "257", "100000"})
int size;

@Param({"0.5", "1.0"})
double prefix;

byte[] byteData1;
byte[] byteData2;

int[] intData1;
int[] intData2;

long[] longData1;
long[] longData2;

double[] doubleData1;
double[] doubleData2;

static final VectorSpecies<Byte> BYTE_SPECIES_PREFERRED = ByteVector.SPECIES_PREFERRED;
static final VectorSpecies<Integer> INT_SPECIES_PREFERRED = IntVector.SPECIES_PREFERRED;
static final VectorSpecies<Double> FLOAT_SPECIES_PREFERRED = DoubleVector.SPECIES_PREFERRED;
static final VectorSpecies<Long> LONG_SPECIES_PREFERRED = LongVector.SPECIES_PREFERRED;

@Setup
public void setup(BenchmarkParams params) {
RandomGenerator random = RandomGenerator.getDefault();
int common = (int) (prefix * size);

if (params.getBenchmark().endsWith("Byte")) {
byteData1 = new byte[size];
byteData2 = new byte[size];
random.nextBytes(byteData1);
random.nextBytes(byteData2);

byte[] commonBytes = new byte[common];
random.nextBytes(commonBytes);

System.arraycopy(commonBytes, 0, byteData1, 0, common);
System.arraycopy(commonBytes, 0, byteData2, 0, common);
} else if (params.getBenchmark().endsWith("Int")) {
intData1 = random.ints(size).toArray();
intData2 = random.ints(size).toArray();

int[] commonInts = random.ints(common).toArray();
System.arraycopy(commonInts, 0, intData1, 0, common);
System.arraycopy(commonInts, 0, intData2, 0, common);
} else if (params.getBenchmark().endsWith("Double")) {
doubleData1 = random.doubles(size).toArray();
doubleData2 = random.doubles(size).toArray();

double[] commonDoubles = random.doubles(common).toArray();
System.arraycopy(commonDoubles, 0, doubleData1, 0, common);
System.arraycopy(commonDoubles, 0, doubleData2, 0, common);
} else if (params.getBenchmark().endsWith("Long")) {
longData1 = random.longs(size).toArray();
longData2 = random.longs(size).toArray();

long[] commonLongs = random.longs(common).toArray();
System.arraycopy(commonLongs, 0, longData1, 0, common);
System.arraycopy(commonLongs, 0, longData2, 0, common);
}
}

@Benchmark
public int mismatchIntrinsicByte() {
return Arrays.mismatch(byteData1, byteData2);
}

@Benchmark
public int mismatchVectorByte() {
int length = Math.min(byteData1.length, byteData2.length);
int index = 0;
for (; index < BYTE_SPECIES_PREFERRED.loopBound(length); index += BYTE_SPECIES_PREFERRED.length()) {
ByteVector vector1 = ByteVector.fromArray(BYTE_SPECIES_PREFERRED, byteData1, index);
ByteVector vector2 = ByteVector.fromArray(BYTE_SPECIES_PREFERRED, byteData2, index);
VectorMask<Byte> mask = vector1.compare(VectorOperators.NE, vector2);
if (mask.anyTrue()) {
return index + mask.firstTrue();
}
}
// process the tail
int mismatch = -1;
for (int i = index; i < length; ++i) {
if (byteData1[i] != byteData2[i]) {
mismatch = i;
break;
}
}
return mismatch;
}

@Benchmark
public int mismatchIntrinsicInt() {
return Arrays.mismatch(intData1, intData2);
}

@Benchmark
public int mismatchVectorInt() {
int length = Math.min(intData1.length, intData2.length);
int index = 0;
for (; index < INT_SPECIES_PREFERRED.loopBound(length); index += INT_SPECIES_PREFERRED.length()) {
IntVector vector1 = IntVector.fromArray(INT_SPECIES_PREFERRED, intData1, index);
IntVector vector2 = IntVector.fromArray(INT_SPECIES_PREFERRED, intData2, index);
VectorMask<Integer> mask = vector1.compare(VectorOperators.NE, vector2);
if (mask.anyTrue()) {
return index + mask.firstTrue();
}
}
// process the tail
int mismatch = -1;
for (int i = index; i < length; ++i) {
if (intData1[i] != intData2[i]) {
mismatch = i;
break;
}
}
return mismatch;
}

@Benchmark
public int mismatchIntrinsicDouble() {
return Arrays.mismatch(doubleData1, doubleData2);
}

@Benchmark
public int mismatchVectorDouble() {
int length = Math.min(doubleData1.length, doubleData2.length);
int index = 0;
for (; index < FLOAT_SPECIES_PREFERRED.loopBound(length); index += FLOAT_SPECIES_PREFERRED.length()) {
DoubleVector vector1 = DoubleVector.fromArray(FLOAT_SPECIES_PREFERRED, doubleData1, index);
DoubleVector vector2 = DoubleVector.fromArray(FLOAT_SPECIES_PREFERRED, doubleData2, index);
VectorMask<Double> mask = vector1.compare(VectorOperators.NE, vector2);
if (mask.anyTrue()) {
return index + mask.firstTrue();
}
}
// process the tail
int mismatch = -1;
for (int i = index; i < length; ++i) {
if (doubleData1[i] != doubleData2[i]) {
mismatch = i;
break;
}
}
return mismatch;
}

@Benchmark
public int mismatchIntrinsicLong() {
return Arrays.mismatch(longData1, longData2);
}

@Benchmark
public int mismatchVectorLong() {
int length = Math.min(longData1.length, longData2.length);
int index = 0;
for (; index < LONG_SPECIES_PREFERRED.loopBound(length); index += LONG_SPECIES_PREFERRED.length()) {
LongVector vector1 = LongVector.fromArray(LONG_SPECIES_PREFERRED, longData1, index);
LongVector vector2 = LongVector.fromArray(LONG_SPECIES_PREFERRED, longData2, index);
VectorMask<Long> mask = vector1.compare(VectorOperators.NE, vector2);
if (mask.anyTrue()) {
return index + mask.firstTrue();
}
}
// process the tail
int mismatch = -1;
for (int i = index; i < length; ++i) {
if (longData1[i] != longData2[i]) {
mismatch = i;
break;
}
}
return mismatch;
}

}

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