Class L32X64Mix
- All Implemented Interfaces:
RandomIntSource
,JumpableUniformRandomProvider
,LongJumpableUniformRandomProvider
,RestorableUniformRandomProvider
,SplittableUniformRandomProvider
,UniformRandomProvider
This is a member of the LXM family of generators: L=Linear congruential generator;
X=Xor based generator; and M=Mix. This member uses a 32-bit LCG and 64-bit Xor-based
generator. It is named as "L32X64MixRandom"
in the java.util.random
package introduced in JDK 17; the LXM family is described in further detail in:
Steele and Vigna (2021) LXM: better splittable pseudorandom number generators (and almost as fast). Proceedings of the ACM on Programming Languages, Volume 5, Article 148, pp 1–31.
Memory footprint is 128 bits and the period is 232 (264 - 1).
This generator implements LongJumpableUniformRandomProvider
.
In addition instances created with a different additive parameter for the LCG are robust
against accidental correlation in a multi-threaded setting. The additive parameters must be
different in the most significant 31-bits.
This generator implements
SplittableUniformRandomProvider
.
The stream of generators created using the splits
methods support parallelisation
and are robust against accidental correlation by using unique values for the additive parameter
for each instance in the same stream. The primitive streaming methods support parallelisation
but with no assurances of accidental correlation; each thread uses a new instance with a
randomly initialised state.
- Since:
- 1.5
- See Also:
-
Field Summary
FieldsModifier and TypeFieldDescriptionprivate int
Per-instance LCG additive parameter (must be odd).private int
State of the LCG generator.private static final int
LCG multiplier.private static final int
Size of the state vector.private int
State 0 of the XBG generator.private int
State 1 of the XBG generator. -
Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionprivate static SplittableUniformRandomProvider
create
(long seed, UniformRandomProvider source) Create a new instance using the givenseed
andsource
of randomness to initialise the instance.protected byte[]
Creates a snapshot of the RNG state.jump()
Creates a copy of the UniformRandomProvider and then retreats the state of the current instance.longJump()
Creates a copy of the UniformRandomProvider and then retreats the state of the current instance.int
next()
Return the next random value.private void
setState
(int[] state) Copies the state into the generator state.protected void
setStateInternal
(byte[] s) Resets the RNG to the givenstate
.split
(UniformRandomProvider source) Creates a new random generator, split off from this one, that implements theSplittableUniformRandomProvider
interface.splits
(long streamSize, SplittableUniformRandomProvider source) Returns a stream producing the givenstreamSize
number of new random generators, each of which implements theSplittableUniformRandomProvider
interface.Methods inherited from class org.apache.commons.rng.core.source32.IntProvider
nextBoolean, nextBytes, nextBytes, nextBytesFill, nextDouble, nextInt, nextLong, resetCachedState
Methods inherited from class org.apache.commons.rng.core.BaseProvider
checkIndex, checkStateSize, composeStateInternal, extendSeed, extendSeed, fillState, fillState, restoreState, saveState, splitStateInternal, toString
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
Methods inherited from interface org.apache.commons.rng.JumpableUniformRandomProvider
jumps, jumps
Methods inherited from interface org.apache.commons.rng.LongJumpableUniformRandomProvider
longJumps, longJumps
Methods inherited from interface org.apache.commons.rng.SplittableUniformRandomProvider
doubles, doubles, doubles, doubles, ints, ints, ints, ints, longs, longs, longs, longs, split, splits, splits, splits
Methods inherited from interface org.apache.commons.rng.UniformRandomProvider
nextBoolean, nextBytes, nextBytes, nextDouble, nextDouble, nextDouble, nextFloat, nextFloat, nextFloat, nextInt, nextInt, nextInt, nextLong, nextLong, nextLong
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Field Details
-
M
private static final int MLCG multiplier.- See Also:
-
SEED_SIZE
private static final int SEED_SIZESize of the state vector.- See Also:
-
la
private int laPer-instance LCG additive parameter (must be odd). Cannot be final to support RestorableUniformRandomProvider. -
ls
private int lsState of the LCG generator. -
x0
private int x0State 0 of the XBG generator. -
x1
private int x1State 1 of the XBG generator.
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-
Constructor Details
-
L32X64Mix
public L32X64Mix(int[] seed) Creates a new instance.- Parameters:
seed
- Initial seed. If the length is larger than 4, only the first 4 elements will be used; if smaller, the remaining elements will be automatically set. A seed containing all zeros in the last two elements will create a non-functional XBG sub-generator and a low quality output with a period of 232.The 1st element is used to set the LCG increment; the least significant bit is set to odd to ensure a full period LCG. The 2nd element is used to set the LCG state.
-
L32X64Mix
public L32X64Mix(int seed0, int seed1, int seed2, int seed3) Creates a new instance using a 4 element seed. A seed containing all zeros in the last two elements will create a non-functional XBG sub-generator and a low quality output with a period of 232.The 1st element is used to set the LCG increment; the least significant bit is set to odd to ensure a full period LCG. The 2nd element is used to set the LCG state.
- Parameters:
seed0
- Initial seed element 0.seed1
- Initial seed element 1.seed2
- Initial seed element 2.seed3
- Initial seed element 3.
-
L32X64Mix
Creates a copy instance.- Parameters:
source
- Source to copy.
-
-
Method Details
-
setState
private void setState(int[] state) Copies the state into the generator state.- Parameters:
state
- the new state
-
getStateInternal
protected byte[] getStateInternal()Creates a snapshot of the RNG state.- Overrides:
getStateInternal
in classIntProvider
- Returns:
- the internal state.
-
setStateInternal
protected void setStateInternal(byte[] s) Resets the RNG to the givenstate
.- Overrides:
setStateInternal
in classIntProvider
- Parameters:
s
- State (previously obtained by a call toBaseProvider.getStateInternal()
).- See Also:
-
next
public int next()Return the next random value.- Specified by:
next
in interfaceRandomIntSource
- Returns:
- the next random value.
-
jump
Creates a copy of the UniformRandomProvider and then retreats the state of the current instance. The copy is returned.The jump is performed by advancing the state of the LCG sub-generator by 1 cycle. The XBG state is unchanged. The jump size is the equivalent of moving the state backwards by (264 - 1) positions. It can provide up to 232 non-overlapping subsequences.
- Specified by:
jump
in interfaceJumpableUniformRandomProvider
- Returns:
- A copy of the current state.
-
longJump
Creates a copy of the UniformRandomProvider and then retreats the state of the current instance. The copy is returned.The jump is performed by advancing the state of the LCG sub-generator by 216 cycles. The XBG state is unchanged. The jump size is the equivalent of moving the state backwards by 216 (264 - 1) positions. It can provide up to 216 non-overlapping subsequences of length 216 (264 - 1); each subsequence can provide up to 216 non-overlapping subsequences of length (264 - 1) using the
jump()
method.- Specified by:
longJump
in interfaceLongJumpableUniformRandomProvider
- Returns:
- A copy of the current state.
-
split
Creates a new random generator, split off from this one, that implements theSplittableUniformRandomProvider
interface.- Specified by:
split
in interfaceSplittableUniformRandomProvider
- Parameters:
source
- A source of randomness used to initialise the new instance.- Returns:
- A new instance.
-
splits
public Stream<SplittableUniformRandomProvider> splits(long streamSize, SplittableUniformRandomProvider source) Returns a stream producing the givenstreamSize
number of new random generators, each of which implements theSplittableUniformRandomProvider
interface.- Specified by:
splits
in interfaceSplittableUniformRandomProvider
- Parameters:
streamSize
- Number of objects to generate.source
- A source of randomness used to initialise the new instances; this may be split to provide a source of randomness across a parallel stream.- Returns:
- a stream of random generators; the stream is limited to the given
streamSize
.
-
create
Create a new instance using the givenseed
andsource
of randomness to initialise the instance.- Parameters:
seed
- Seed used to initialise the instance.source
- Source of randomness used to initialise the instance.- Returns:
- A new instance.
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