src/java.base/share/classes/java/util/random/L64X128MixRandom.java
branchJDK-8193209-branch
changeset 59080 1b314be4feb2
parent 57684 7cb325557832
equal deleted inserted replaced
57940:7e791393cc4d 59080:1b314be4feb2
    26 package java.util.random;
    26 package java.util.random;
    27 
    27 
    28 import java.math.BigInteger;
    28 import java.math.BigInteger;
    29 import java.util.concurrent.atomic.AtomicLong;
    29 import java.util.concurrent.atomic.AtomicLong;
    30 import java.util.random.RandomGenerator.SplittableGenerator;
    30 import java.util.random.RandomGenerator.SplittableGenerator;
    31 import java.util.random.RandomSupport.AbstractSplittableGenerator;
    31 import java.util.random.RandomSupport.AbstractSplittableWithBrineGenerator;
    32 
    32 
    33 /**
    33 /**
    34  * A generator of uniform pseudorandom values applicable for use in
    34  * A generator of uniform pseudorandom values applicable for use in
    35  * (among other contexts) isolated parallel computations that may
    35  * (among other contexts) isolated parallel computations that may
    36  * generate subtasks.  Class {@link L64X128MixRandom} implements
    36  * generate subtasks.  Class {@link L64X128MixRandom} implements
    52  * least approximately, for others as well.
    52  * least approximately, for others as well.
    53  * <p>
    53  * <p>
    54  * {@link L64X128MixRandom} is a specific member of the LXM family of algorithms
    54  * {@link L64X128MixRandom} is a specific member of the LXM family of algorithms
    55  * for pseudorandom number generators.  Every LXM generator consists of two
    55  * for pseudorandom number generators.  Every LXM generator consists of two
    56  * subgenerators; one is an LCG (Linear Congruential Generator) and the other is
    56  * subgenerators; one is an LCG (Linear Congruential Generator) and the other is
    57  * an Xorshift generator.  Each output of an LXM generator is the sum of one
    57  * an Xorshift generator.  Each output of an LXM generator is the result of
    58  * output from each subgenerator, possibly processed by a final mixing function
    58  * combining state from the LCG with state from the Xorshift generator by
    59  * (and {@link L64X128MixRandom} does use a mixing function).
    59  * using a Mixing function (and then the state of the LCG and the state of the
       
    60  * Xorshift generator are advanced).
    60  * <p>
    61  * <p>
    61  * The LCG subgenerator for {@link L64X128MixRandom} has an update step of the
    62  * The LCG subgenerator for {@link L64X128MixRandom} has an update step of the
    62  * form {@code s = m * s + a}, where {@code s}, {@code m}, and {@code a} are all
    63  * form {@code s = m * s + a}, where {@code s}, {@code m}, and {@code a} are all
    63  * of type {@code long}; {@code s} is the mutable state, the multiplier {@code m}
    64  * of type {@code long}; {@code s} is the mutable state, the multiplier {@code m}
    64  * is fixed (the same for all instances of {@link L64X128MixRandom}}) and the addend
    65  * is fixed (the same for all instances of {@link L64X128MixRandom}}) and the addend
    71  * version 1.0 (parameters 24, 16, 37), without any final scrambler such as "+" or "**".
    72  * version 1.0 (parameters 24, 16, 37), without any final scrambler such as "+" or "**".
    72  * Its state consists of two {@code long} fields {@code x0} and {@code x1},
    73  * Its state consists of two {@code long} fields {@code x0} and {@code x1},
    73  * which can take on any values provided that they are not both zero.
    74  * which can take on any values provided that they are not both zero.
    74  * The period of this subgenerator is 2<sup>128</sup>-1.
    75  * The period of this subgenerator is 2<sup>128</sup>-1.
    75  * <p>
    76  * <p>
    76  * The mixing function for {@link L64X128MixRandom} is the 64-bit "starstar(5,7,9)" function.
    77  * The mixing function for {@link L64X128MixRandom} is {@link RandomSupport.mixLea64}
       
    78  * applied to the argument {@code (s + x0)}.
    77  * <p>
    79  * <p>
    78  * Because the periods 2<sup>64</sup> and 2<sup>128</sup>-1 of the two subgenerators
    80  * Because the periods 2<sup>64</sup> and 2<sup>128</sup>-1 of the two subgenerators
    79  * are relatively prime, the <em>period</em> of any single {@link L64X128MixRandom} object
    81  * are relatively prime, the <em>period</em> of any single {@link L64X128MixRandom} object
    80  * (the length of the series of generated 64-bit values before it repeats) is the product
    82  * (the length of the series of generated 64-bit values before it repeats) is the product
    81  * of the periods of the subgenerators, that is, 2<sup>64</sup>(2<sup>128</sup>-1),
    83  * of the periods of the subgenerators, that is, 2<sup>64</sup>(2<sup>128</sup>-1),
    96  * There are 2<sup>64</sup>(2<sup>128</sup>-1) such subsequences, and each subsequence,
    98  * There are 2<sup>64</sup>(2<sup>128</sup>-1) such subsequences, and each subsequence,
    97  * which consists of 2 64-bit values, can have one of 2<sup>128</sup> values. Of those
    99  * which consists of 2 64-bit values, can have one of 2<sup>128</sup> values. Of those
    98  * 2<sup>128</sup> subsequence values, nearly all of them (2<sup>128</sup>-2<sup>64</sup>)
   100  * 2<sup>128</sup> subsequence values, nearly all of them (2<sup>128</sup>-2<sup>64</sup>)
    99  * occur 2<sup>64</sup> times over the course of the entire cycle, and the other
   101  * occur 2<sup>64</sup> times over the course of the entire cycle, and the other
   100  * 2<sup>64</sup> subsequence values occur only 2<sup>64</sup>-1 times.  So the ratio
   102  * 2<sup>64</sup> subsequence values occur only 2<sup>64</sup>-1 times.  So the ratio
   101  * of the probability of getting one of the less common subsequence values and the
   103  * of the probability of getting any specific one of the less common subsequence values and the
   102  * probability of getting one of the more common subsequence values is 1-2<sup>-64</sup>.
   104  * probability of getting any specific one of the more common subsequence values is 1-2<sup>-64</sup>.
   103  * (Note that the set of 2<sup>64</sup> less-common subsequence values will differ from
   105  * (Note that the set of 2<sup>64</sup> less-common subsequence values will differ from
   104  * one instance of {@link L64X128MixRandom} to another, as a function of the additive
   106  * one instance of {@link L64X128MixRandom} to another, as a function of the additive
   105  * parameter of the LCG.)  The values produced by the {@code nextInt()}, {@code nextFloat()},
   107  * parameter of the LCG.)  The values produced by the {@code nextInt()}, {@code nextFloat()},
   106  * and {@code nextDouble()} methods are likewise 2-equidistributed.
   108  * and {@code nextDouble()} methods are likewise 2-equidistributed.
   107  * <p>
   109  * <p>
   134  * seed unless the {@linkplain System#getProperty system property}
   136  * seed unless the {@linkplain System#getProperty system property}
   135  * {@code java.util.secureRandomSeed} is set to {@code true}.
   137  * {@code java.util.secureRandomSeed} is set to {@code true}.
   136  *
   138  *
   137  * @since 14
   139  * @since 14
   138  */
   140  */
   139 public final class L64X128MixRandom extends AbstractSplittableGenerator {
   141 public final class L64X128MixRandom extends AbstractSplittableWithBrineGenerator {
   140 
   142 
   141     /*
   143     /*
   142      * Implementation Overview.
   144      * Implementation Overview.
   143      *
   145      *
   144      * The split operation uses the current generator to choose four new 64-bit
   146      * The split operation uses the current generator to choose four new 64-bit
   177      */
   179      */
   178     private static final BigInteger PERIOD =
   180     private static final BigInteger PERIOD =
   179         BigInteger.ONE.shiftLeft(128).subtract(BigInteger.ONE).shiftLeft(64);
   181         BigInteger.ONE.shiftLeft(128).subtract(BigInteger.ONE).shiftLeft(64);
   180 
   182 
   181     /*
   183     /*
   182      * Multiplier used in the LCG portion of the algorithm, taken from
   184      * Multiplier used in the LCG portion of the algorithm.
   183      * Pierre L'Ecuyer, Tables of linear congruential generators of
   185      * Chosen based on research by Sebastiano Vigna and Guy Steele (2019).
   184      * different sizes and good lattice structure, <em>Mathematics of
   186      * The spectral scores for dimensions 2 through 8 for the multiplier 0xd1342543de82ef95
   185      * Computation</em> 68, 225 (January 1999), pages 249-260,
   187      * are [0.958602, 0.937479, 0.870757, 0.822326, 0.820405, 0.813065, 0.760215].
   186      * Table 4 (first multiplier for size 2<sup>64</sup>).
   188      */
   187      */
   189 
   188 
   190     private static final long M = 0xd1342543de82ef95L;
   189     private static final long M = 2862933555777941757L;
       
   190 
   191 
   191     /* ---------------- instance fields ---------------- */
   192     /* ---------------- instance fields ---------------- */
   192 
   193 
   193     /**
   194     /**
   194      * The parameter that is used as an additive constant for the LCG.
   195      * The parameter that is used as an additive constant for the LCG.
   220         this.s = s;
   221         this.s = s;
   221         this.x0 = x0;
   222         this.x0 = x0;
   222         this.x1 = x1;
   223         this.x1 = x1;
   223         // If x0 and x1 are both zero, we must choose nonzero values.
   224         // If x0 and x1 are both zero, we must choose nonzero values.
   224         if ((x0 | x1) == 0) {
   225         if ((x0 | x1) == 0) {
       
   226 	    long v = s;
   225             // At least one of the two values generated here will be nonzero.
   227             // At least one of the two values generated here will be nonzero.
   226             this.x0 = RandomSupport.mixStafford13(s += RandomSupport.GOLDEN_RATIO_64);
   228             this.x0 = RandomSupport.mixStafford13(v += RandomSupport.GOLDEN_RATIO_64);
   227             this.x1 = RandomSupport.mixStafford13(s + RandomSupport.GOLDEN_RATIO_64);
   229             this.x1 = RandomSupport.mixStafford13(v + RandomSupport.GOLDEN_RATIO_64);
   228         }
   230         }
   229     }
   231     }
   230 
   232 
   231     /**
   233     /**
   232      * Creates a new instance of {@link L64X128MixRandom} using the
   234      * Creates a new instance of {@link L64X128MixRandom} using the
   243         //
   245         //
   244         // The seed is hashed by mixMurmur64 to produce the `a` parameter.
   246         // The seed is hashed by mixMurmur64 to produce the `a` parameter.
   245         // The seed is hashed by mixStafford13 to produce the initial `x0`,
   247         // The seed is hashed by mixStafford13 to produce the initial `x0`,
   246         // which will then be used to produce the first generated value.
   248         // which will then be used to produce the first generated value.
   247         // Then x1 is filled in as if by a SplitMix PRNG with
   249         // Then x1 is filled in as if by a SplitMix PRNG with
   248         // GOLDEN_RATIO_64 as the gamma value and Stafford13 as the mixer.
   250         // GOLDEN_RATIO_64 as the gamma value and mixStafford13 as the mixer.
   249         this(RandomSupport.mixMurmur64(seed ^= RandomSupport.SILVER_RATIO_64),
   251         this(RandomSupport.mixMurmur64(seed ^= RandomSupport.SILVER_RATIO_64),
   250              1,
   252              1,
   251              RandomSupport.mixStafford13(seed),
   253              RandomSupport.mixStafford13(seed),
   252              RandomSupport.mixStafford13(seed + RandomSupport.GOLDEN_RATIO_64));
   254              RandomSupport.mixStafford13(seed + RandomSupport.GOLDEN_RATIO_64));
   253     }
   255     }
   282     }
   284     }
   283 
   285 
   284     /* ---------------- public methods ---------------- */
   286     /* ---------------- public methods ---------------- */
   285 
   287 
   286     /**
   288     /**
   287      * Constructs and returns a new instance of {@link L64X128MixRandom}
   289      * Given 63 bits of "brine", constructs and returns a new instance of
   288      * that shares no mutable state with this instance.
   290      * {@code L64X128MixRandom} that shares no mutable state with this instance.
   289      * However, with very high probability, the set of values collectively
   291      * However, with very high probability, the set of values collectively
   290      * generated by the two objects has the same statistical properties as if
   292      * generated by the two objects has the same statistical properties as if
   291      * same the quantity of values were generated by a single thread using
   293      * same the quantity of values were generated by a single thread using
   292      * a single {@link L64X128MixRandom} object.  Either or both of the two
   294      * a single {@code L64X128MixRandom} object.  Either or both of the two
   293      * objects may be further split using the {@code split} method,
   295      * objects may be further split using the {@code split} method,
   294      * and the same expected statistical properties apply to the
   296      * and the same expected statistical properties apply to the
   295      * entire set of generators constructed by such recursive splitting.
   297      * entire set of generators constructed by such recursive splitting.
   296      *
   298      *
   297      * @param source a {@link SplittableGenerator} instance to be used instead
   299      * @param source a {@code SplittableGenerator} instance to be used instead
   298      *               of this one as a source of pseudorandom bits used to
   300      *               of this one as a source of pseudorandom bits used to
   299      *               initialize the state of the new ones.
   301      *               initialize the state of the new ones.
   300      *
   302      * @param brine a long value, of which the low 63 bits are used to choose
   301      * @return a new instance of {@link L64X128MixRandom}
   303      *              the {@code a} parameter for the new instance.
   302      */
   304      * @return a new instance of {@code L64X128MixRandom}
   303     public L64X128MixRandom split(SplittableGenerator source) {
   305      */
   304         // Literally pick a new instance "at random".
   306     public SplittableGenerator split(SplittableGenerator source, long brine) {
   305         return new L64X128MixRandom(source.nextLong(), source.nextLong(),
   307 	// Pick a new instance "at random", but use the brine for `a`.
   306                                     source.nextLong(), source.nextLong());
   308         return new L64X128MixRandom(brine << 1, source.nextLong(),
       
   309 				    source.nextLong(), source.nextLong());
   307     }
   310     }
   308 
   311 
   309     /**
   312     /**
   310      * Returns a pseudorandom {@code long} value.
   313      * Returns a pseudorandom {@code long} value.
   311      *
   314      *
   312      * @return a pseudorandom {@code long} value
   315      * @return a pseudorandom {@code long} value
   313      */
   316      */
   314     public long nextLong() {
   317     public long nextLong() {
   315         final long z = s + x0;
   318 	// Compute the result based on current state information
   316         s = M * s + a;  // LCG
   319 	// (this allows the computation to be overlapped with state update).
       
   320         final long result = RandomSupport.mixLea64(s + x0);
       
   321 	// Update the LCG subgenerator
       
   322         s = M * s + a;
       
   323 	// Update the Xorshift subgenerator
   317         long q0 = x0, q1 = x1;
   324         long q0 = x0, q1 = x1;
   318         {   // xoroshiro128v1_0
   325         {   // xoroshiro128v1_0
   319             q1 ^= q0;
   326             q1 ^= q0;
   320             q0 = Long.rotateLeft(q0, 24);
   327             q0 = Long.rotateLeft(q0, 24);
   321             q0 = q0 ^ q1 ^ (q1 << 16);
   328             q0 = q0 ^ q1 ^ (q1 << 16);
   322             q1 = Long.rotateLeft(q1, 37);
   329             q1 = Long.rotateLeft(q1, 37);
   323         }
   330         }
   324         x0 = q0; x1 = q1;
   331         x0 = q0; x1 = q1;
   325         return Long.rotateLeft(z * 5, 7) * 9;  // "starstar" mixing function
   332         return result;
   326     }
   333     }
   327 
   334 
       
   335     /**
       
   336      * Returns the period of this random generator.
       
   337      *
       
   338      * @return a {@link BigInteger} whose value is the number of distinct possible states of this
       
   339      *         {@link RandomGenerator} object (2<sup>64</sup>(2<sup>128</sup>-1)).
       
   340      */
   328     public BigInteger period() {
   341     public BigInteger period() {
   329         return PERIOD;
   342         return PERIOD;
   330     }
   343     }
   331 }
   344 }