diff --git a/README.md b/README.md index 90ab524e2..015988cd3 100644 --- a/README.md +++ b/README.md @@ -175,7 +175,7 @@ One can still use generic algebras though.
* ### [kmath-functions](kmath-functions) -> Functions, integration and interpolation +> > > **Maturity**: EXPERIMENTAL > @@ -201,9 +201,13 @@ One can still use generic algebras though.
* ### [kmath-jafama](kmath-jafama) -> +> > > **Maturity**: PROTOTYPE +> +> **Features:** +> - [jafama-double](kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama +
* ### [kmath-jupyter](kmath-jupyter) diff --git a/benchmarks/build.gradle.kts b/benchmarks/build.gradle.kts index 182c182d9..f171437d3 100644 --- a/benchmarks/build.gradle.kts +++ b/benchmarks/build.gradle.kts @@ -12,6 +12,7 @@ repositories { maven("https://repo.kotlin.link") maven("https://clojars.org/repo") maven("https://jitpack.io") + maven("http://logicrunch.research.it.uu.se/maven") { isAllowInsecureProtocol = true } diff --git a/benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/JafamaBenchmark.kt b/benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/JafamaBenchmark.kt index e998054fb..260eea2b6 100644 --- a/benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/JafamaBenchmark.kt +++ b/benchmarks/src/jvmMain/kotlin/space/kscience/kmath/benchmarks/JafamaBenchmark.kt @@ -13,44 +13,27 @@ import space.kscience.kmath.jafama.JafamaDoubleField import space.kscience.kmath.jafama.StrictJafamaDoubleField import space.kscience.kmath.operations.DoubleField import space.kscience.kmath.operations.invoke -import kotlin.math.cos -import kotlin.math.exp -import kotlin.math.pow - +import kotlin.random.Random @State(Scope.Benchmark) internal class JafamaBenchmark { @Benchmark - fun jafamaBench(blackhole: Blackhole) = invokeBenchmarks(jafama, blackhole) - - @Benchmark - fun coreBench(blackhole: Blackhole) = invokeBenchmarks(core,blackhole) - - @Benchmark - fun strictJafamaBench(blackhole: Blackhole) = invokeBenchmarks(strictJafama,blackhole) - - @Benchmark - fun kotlinMathBench(blackhole: Blackhole) = invokeBenchmarks(kotlinMath, blackhole) - - private fun invokeBenchmarks(expr: Double, blackhole: Blackhole) { - blackhole.consume(expr) + fun jafamaBench(blackhole: Blackhole) = invokeBenchmarks(blackhole) { x -> + JafamaDoubleField { x * power(x, 4) * exp(x) / cos(x) + sin(x) } } - private companion object { - private val x: Double = Double.MAX_VALUE + @Benchmark + fun coreBench(blackhole: Blackhole) = invokeBenchmarks(blackhole) { x -> + DoubleField { x * power(x, 4) * exp(x) / cos(x) + sin(x) } + } - private val jafama = JafamaDoubleField{ - x * power(x, 1_000_000) * exp(x) / cos(x) - } + @Benchmark + fun strictJafamaBench(blackhole: Blackhole) = invokeBenchmarks(blackhole) { x -> + StrictJafamaDoubleField { x * power(x, 4) * exp(x) / cos(x) + sin(x) } + } - private val kotlinMath = x * x.pow(1_000_000) * exp(x) / cos(x) - - private val core = DoubleField { - x * power(x, 1_000_000) * exp(x) / cos(x) - } - - private val strictJafama = StrictJafamaDoubleField { - x * power(x, 1_000_000) * exp(x) / cos(x) - } + private inline fun invokeBenchmarks(blackhole: Blackhole, expr: (Double) -> Double) { + val rng = Random(0) + repeat(1000000) { blackhole.consume(expr(rng.nextDouble())) } } } diff --git a/kmath-ast/build.gradle.kts b/kmath-ast/build.gradle.kts index 508374d82..89647c9e9 100644 --- a/kmath-ast/build.gradle.kts +++ b/kmath-ast/build.gradle.kts @@ -37,10 +37,9 @@ kotlin.sourceSets { jsMain { dependencies { - implementation(npm("astring", "1.7.4")) - implementation(npm("binaryen", "100.0")) - implementation(npm("js-base64", "3.6.0")) - implementation(npm("webassembly", "0.11.0")) + implementation(npm("astring", "1.7.5")) + implementation(npm("binaryen", "101.0.0")) + implementation(npm("js-base64", "3.6.1")) } } diff --git a/kmath-ast/src/commonTest/kotlin/space/kscience/kmath/ast/TestCompilerOperations.kt b/kmath-ast/src/commonTest/kotlin/space/kscience/kmath/ast/TestCompilerOperations.kt index f869efd62..929d17775 100644 --- a/kmath-ast/src/commonTest/kotlin/space/kscience/kmath/ast/TestCompilerOperations.kt +++ b/kmath-ast/src/commonTest/kotlin/space/kscience/kmath/ast/TestCompilerOperations.kt @@ -9,7 +9,6 @@ import space.kscience.kmath.expressions.MstExtendedField import space.kscience.kmath.expressions.Symbol.Companion.x import space.kscience.kmath.expressions.invoke import space.kscience.kmath.operations.DoubleField -import space.kscience.kmath.operations.bindSymbol import space.kscience.kmath.operations.invoke import kotlin.test.Test import kotlin.test.assertEquals diff --git a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt index 0d6d9e98d..36c13d6ec 100644 --- a/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt +++ b/kmath-core/src/commonMain/kotlin/space/kscience/kmath/operations/numbers.kt @@ -64,7 +64,7 @@ public object DoubleField : ExtendedField, Norm, ScaleOp public override inline val zero: Double get() = 0.0 public override inline val one: Double get() = 1.0 - public override fun number(value: Number): Double = value.toDouble() + public override inline fun number(value: Number): Double = value.toDouble() public override fun binaryOperationFunction(operation: String): (left: Double, right: Double) -> Double = when (operation) { @@ -77,7 +77,7 @@ public object DoubleField : ExtendedField, Norm, ScaleOp public override inline fun multiply(a: Double, b: Double): Double = a * b public override inline fun divide(a: Double, b: Double): Double = a / b - public override fun scale(a: Double, value: Double): Double = a * value + public override inline fun scale(a: Double, value: Double): Double = a * value public override inline fun sin(arg: Double): Double = kotlin.math.sin(arg) public override inline fun cos(arg: Double): Double = kotlin.math.cos(arg) @@ -93,6 +93,7 @@ public object DoubleField : ExtendedField, Norm, ScaleOp public override inline fun acosh(arg: Double): Double = kotlin.math.acosh(arg) public override inline fun atanh(arg: Double): Double = kotlin.math.atanh(arg) + public override inline fun sqrt(arg: Double): Double = kotlin.math.sqrt(arg) public override inline fun power(arg: Double, pow: Number): Double = arg.kpow(pow.toDouble()) public override inline fun exp(arg: Double): Double = kotlin.math.exp(arg) public override inline fun ln(arg: Double): Double = kotlin.math.ln(arg) @@ -143,6 +144,7 @@ public object FloatField : ExtendedField, Norm { public override inline fun acosh(arg: Float): Float = kotlin.math.acosh(arg) public override inline fun atanh(arg: Float): Float = kotlin.math.atanh(arg) + public override inline fun sqrt(arg: Float): Float = kotlin.math.sqrt(arg) public override inline fun power(arg: Float, pow: Number): Float = arg.kpow(pow.toFloat()) public override inline fun exp(arg: Float): Float = kotlin.math.exp(arg) public override inline fun ln(arg: Float): Float = kotlin.math.ln(arg) diff --git a/kmath-functions/build.gradle.kts b/kmath-functions/build.gradle.kts index 622b8f8da..f77df3833 100644 --- a/kmath-functions/build.gradle.kts +++ b/kmath-functions/build.gradle.kts @@ -3,6 +3,8 @@ plugins { id("ru.mipt.npm.gradle.common") } +description = "Functions, integration and interpolation" + kotlin.sourceSets.commonMain { dependencies { api(project(":kmath-core")) @@ -10,7 +12,6 @@ kotlin.sourceSets.commonMain { } readme { - description = "Functions, integration and interpolation" maturity = ru.mipt.npm.gradle.Maturity.EXPERIMENTAL propertyByTemplate("artifact", rootProject.file("docs/templates/ARTIFACT-TEMPLATE.md")) @@ -29,4 +30,4 @@ readme { feature("integration") { "Univariate and multivariate quadratures" } -} \ No newline at end of file +} diff --git a/kmath-jafama/README.md b/kmath-jafama/README.md index d170f6591..9b439c5c2 100644 --- a/kmath-jafama/README.md +++ b/kmath-jafama/README.md @@ -1,80 +1,144 @@ # Module kmath-jafama -Jafama based implementation of DoubleField of kmath-operations. +Integration with [Jafama](https://github.com/jeffhain/jafama). -- JafamaDoubleField : DoubleField implementation using FastMath -- StrictJafamaDoubleField - DoubleField implementation using StrictFastMath + - [jafama-double](src/main/kotlin/space/kscience/kmath/jafama/) : Double ExtendedField implementations based on Jafama -## Examples -Different Operations on DoubleField +## Artifact: +The Maven coordinates of this project are `space.kscience:kmath-jafama:0.3.0-dev-13`. + +**Gradle:** +```gradle +repositories { + maven { url 'https://repo.kotlin.link' } + mavenCentral() +} + +dependencies { + implementation 'space.kscience:kmath-jafama:0.3.0-dev-13' +} +``` +**Gradle Kotlin DSL:** ```kotlin -package space.kscience.kmath.jafama +repositories { + maven("https://repo.kotlin.link") + mavenCentral() +} -import net.jafama.FastMath - - -fun main(){ - val a = JafamaDoubleField.number(2.0) - val b = StrictJafamaDoubleField.power(FastMath.E,a) - println(JafamaDoubleField.add(b,a)) - println(StrictJafamaDoubleField.ln(b)) +dependencies { + implementation("space.kscience:kmath-jafama:0.3.0-dev-13") } ``` -## Benchmarks -Comparing Operations on DoubleField and JafamaDoubleField -```bash +## Example usage + +All the `DoubleField` uses can be replaced with `JafamaDoubleField` or `StrictJafamaDoubleField`. + +```kotlin +import space.kscience.kmath.jafama.* +import space.kscience.kmath.operations.* + +fun main() { + val a = 2.0 + val b = StrictJafamaDoubleField { exp(a) } + println(JafamaDoubleField { b + a }) + println(StrictJafamaDoubleField { ln(b) }) +} +``` + +## Performance + +According to benchmarking data, on Hotspot Jafama functions are 20% faster than JDK math. On GraalVM, they are slower. + +
+Raw data: + +**Hotspot** + +``` jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.coreBench -Warm-up 1: 384414358.081 ops/s -Iteration 1: 374827571.951 ops/s -Iteration 2: 479335182.332 ops/s -Iteration 3: 475483069.577 ops/s -Iteration 4: 478235949.414 ops/s -Iteration 5: 472256385.114 ops/s +Warm-up 1: 11.447 ops/s +Iteration 1: 13.354 ops/s +Iteration 2: 14.237 ops/s +Iteration 3: 14.708 ops/s +Iteration 4: 14.629 ops/s +Iteration 5: 14.692 ops/s -456027631.678 ±(99.9%) 175106815.384 ops/s [Average] - (min, avg, max) = (374827571.951, 456027631.678, 479335182.332), stdev = 45474683.880 - CI (99.9%): [280920816.294, 631134447.061] (assumes normal distribution) +14.324 ±(99.9%) 2.217 ops/s [Average] + (min, avg, max) = (13.354, 14.324, 14.708), stdev = 0.576 + CI (99.9%): [12.107, 16.541] (assumes normal distribution) jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.jafamaBench -Warm-up 1: 359418665.041 ops/s -Iteration 1: 335704885.798 ops/s -Iteration 2: 427684801.542 ops/s -Iteration 3: 452193034.265 ops/s -Iteration 4: 433855064.931 ops/s -Iteration 5: 453863386.566 ops/s +Warm-up 1: 15.628 ops/s +Iteration 1: 15.991 ops/s +Iteration 2: 16.633 ops/s +Iteration 3: 16.583 ops/s +Iteration 4: 16.716 ops/s +Iteration 5: 16.762 ops/s -420660234.620 ±(99.9%) 188028426.875 ops/s [Average] - (min, avg, max) = (335704885.798, 420660234.620, 453863386.566), stdev = 48830385.349 - CI (99.9%): [232631807.746, 608688661.495] (assumes normal distribution) - -jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.kotlinMathBench - -Warm-up 1: 371570418.113 ops/s -Iteration 1: 379281146.127 ops/s -Iteration 2: 465234403.109 ops/s -Iteration 3: 470621634.240 ops/s -Iteration 4: 467074553.006 ops/s -Iteration 5: 466424840.144 ops/s - -449727315.325 ±(99.9%) 151837475.500 ops/s [Average] - (min, avg, max) = (379281146.127, 449727315.325, 470621634.240), stdev = 39431710.207 - CI (99.9%): [297889839.825, 601564790.825] (assumes normal distribution) +16.537 ±(99.9%) 1.205 ops/s [Average] + (min, avg, max) = (15.991, 16.537, 16.762), stdev = 0.313 + CI (99.9%): [15.332, 17.743] (assumes normal distribution) jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.strictJafamaBench -Warm-up 1: 371241281.065 ops/s -Iteration 1: 374490259.387 ops/s -Iteration 2: 464995837.424 ops/s -Iteration 3: 469788706.385 ops/s -Iteration 4: 469528470.682 ops/s -Iteration 5: 456727921.978 ops/s +Warm-up 1: 13.378 ops/s +Iteration 1: 15.049 ops/s +Iteration 2: 14.468 ops/s +Iteration 3: 14.469 ops/s +Iteration 4: 14.753 ops/s +Iteration 5: 14.958 ops/s -447106239.171 ±(99.9%) 157629035.980 ops/s [Average] - (min, avg, max) = (374490259.387, 447106239.171, 469788706.385), stdev = 40935760.071 - CI (99.9%): [289477203.192, 604735275.151] (assumes normal distribution) +14.739 ±(99.9%) 1.038 ops/s [Average] + (min, avg, max) = (14.468, 14.739, 15.049), stdev = 0.269 + CI (99.9%): [13.701, 15.777] (assumes normal distribution) ``` + +**GraalVM** + +``` +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.coreBench + +Warm-up 1: 14.357 ops/s +Iteration 1: 14.768 ops/s +Iteration 2: 14.922 ops/s +Iteration 3: 14.966 ops/s +Iteration 4: 14.805 ops/s +Iteration 5: 14.520 ops/s + +14.796 ±(99.9%) 0.671 ops/s [Average] + (min, avg, max) = (14.520, 14.796, 14.966), stdev = 0.174 + CI (99.9%): [14.125, 15.468] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.jafamaBench + +Warm-up 1: 11.592 ops/s +Iteration 1: 12.174 ops/s +Iteration 2: 11.734 ops/s +Iteration 3: 11.939 ops/s +Iteration 4: 12.026 ops/s +Iteration 5: 12.221 ops/s + +12.019 ±(99.9%) 0.752 ops/s [Average] + (min, avg, max) = (11.734, 12.019, 12.221), stdev = 0.195 + CI (99.9%): [11.267, 12.771] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.strictJafamaBench + +Warm-up 1: 12.097 ops/s +Iteration 1: 13.072 ops/s +Iteration 2: 13.112 ops/s +Iteration 3: 13.103 ops/s +Iteration 4: 12.950 ops/s +Iteration 5: 13.011 ops/s + +13.049 ±(99.9%) 0.263 ops/s [Average] + (min, avg, max) = (12.950, 13.049, 13.112), stdev = 0.068 + CI (99.9%): [12.787, 13.312] (assumes normal distribution) +``` + +
diff --git a/kmath-jafama/build.gradle.kts b/kmath-jafama/build.gradle.kts index f31f2602f..9cf328d0b 100644 --- a/kmath-jafama/build.gradle.kts +++ b/kmath-jafama/build.gradle.kts @@ -2,6 +2,8 @@ plugins { id("ru.mipt.npm.gradle.jvm") } +description = "Jafama integration module" + dependencies { api(project(":kmath-core")) api("net.jafama:jafama:2.3.2") @@ -13,6 +15,11 @@ repositories { readme { maturity = ru.mipt.npm.gradle.Maturity.PROTOTYPE + propertyByTemplate("artifact", rootProject.file("docs/templates/ARTIFACT-TEMPLATE.md")) + + feature("jafama-double", "src/main/kotlin/space/kscience/kmath/jafama/") { + "Double ExtendedField implementations based on Jafama" + } } kotlin.sourceSets.all { diff --git a/kmath-jafama/docs/README-TEMPLATE.md b/kmath-jafama/docs/README-TEMPLATE.md new file mode 100644 index 000000000..fa58f7697 --- /dev/null +++ b/kmath-jafama/docs/README-TEMPLATE.md @@ -0,0 +1,118 @@ +# Module kmath-jafama + +Integration with [Jafama](https://github.com/jeffhain/jafama). + +${features} + +${artifact} + +## Example usage + +All the `DoubleField` uses can be replaced with `JafamaDoubleField` or `StrictJafamaDoubleField`. + +```kotlin +import space.kscience.kmath.jafama.* +import space.kscience.kmath.operations.* + +fun main() { + val a = 2.0 + val b = StrictJafamaDoubleField { exp(a) } + println(JafamaDoubleField { b + a }) + println(StrictJafamaDoubleField { ln(b) }) +} +``` + +## Performance + +According to benchmarking data, on Hotspot Jafama functions are 20% faster than JDK math. On GraalVM, they are slower. + +
+Raw data: + +**Hotspot** + +``` +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.coreBench + +Warm-up 1: 11.447 ops/s +Iteration 1: 13.354 ops/s +Iteration 2: 14.237 ops/s +Iteration 3: 14.708 ops/s +Iteration 4: 14.629 ops/s +Iteration 5: 14.692 ops/s + +14.324 ±(99.9%) 2.217 ops/s [Average] + (min, avg, max) = (13.354, 14.324, 14.708), stdev = 0.576 + CI (99.9%): [12.107, 16.541] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.jafamaBench + +Warm-up 1: 15.628 ops/s +Iteration 1: 15.991 ops/s +Iteration 2: 16.633 ops/s +Iteration 3: 16.583 ops/s +Iteration 4: 16.716 ops/s +Iteration 5: 16.762 ops/s + +16.537 ±(99.9%) 1.205 ops/s [Average] + (min, avg, max) = (15.991, 16.537, 16.762), stdev = 0.313 + CI (99.9%): [15.332, 17.743] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.strictJafamaBench + +Warm-up 1: 13.378 ops/s +Iteration 1: 15.049 ops/s +Iteration 2: 14.468 ops/s +Iteration 3: 14.469 ops/s +Iteration 4: 14.753 ops/s +Iteration 5: 14.958 ops/s + +14.739 ±(99.9%) 1.038 ops/s [Average] + (min, avg, max) = (14.468, 14.739, 15.049), stdev = 0.269 + CI (99.9%): [13.701, 15.777] (assumes normal distribution) +``` + +**GraalVM** + +``` +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.coreBench + +Warm-up 1: 14.357 ops/s +Iteration 1: 14.768 ops/s +Iteration 2: 14.922 ops/s +Iteration 3: 14.966 ops/s +Iteration 4: 14.805 ops/s +Iteration 5: 14.520 ops/s + +14.796 ±(99.9%) 0.671 ops/s [Average] + (min, avg, max) = (14.520, 14.796, 14.966), stdev = 0.174 + CI (99.9%): [14.125, 15.468] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.jafamaBench + +Warm-up 1: 11.592 ops/s +Iteration 1: 12.174 ops/s +Iteration 2: 11.734 ops/s +Iteration 3: 11.939 ops/s +Iteration 4: 12.026 ops/s +Iteration 5: 12.221 ops/s + +12.019 ±(99.9%) 0.752 ops/s [Average] + (min, avg, max) = (11.734, 12.019, 12.221), stdev = 0.195 + CI (99.9%): [11.267, 12.771] (assumes normal distribution) + +jvm: space.kscience.kmath.benchmarks.JafamaBenchmark.strictJafamaBench + +Warm-up 1: 12.097 ops/s +Iteration 1: 13.072 ops/s +Iteration 2: 13.112 ops/s +Iteration 3: 13.103 ops/s +Iteration 4: 12.950 ops/s +Iteration 5: 13.011 ops/s + +13.049 ±(99.9%) 0.263 ops/s [Average] + (min, avg, max) = (12.950, 13.049, 13.112), stdev = 0.068 + CI (99.9%): [12.787, 13.312] (assumes normal distribution) +``` + +
diff --git a/kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/KMathJafama.kt b/kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/KMathJafama.kt index f37d8e7b3..cf6f9471d 100644 --- a/kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/KMathJafama.kt +++ b/kmath-jafama/src/main/kotlin/space/kscience/kmath/jafama/KMathJafama.kt @@ -1,17 +1,21 @@ package space.kscience.kmath.jafama -import space.kscience.kmath.operations.* -import net.jafama.* +import net.jafama.FastMath +import net.jafama.StrictFastMath +import space.kscience.kmath.operations.ExtendedField +import space.kscience.kmath.operations.Norm +import space.kscience.kmath.operations.PowerOperations +import space.kscience.kmath.operations.ScaleOperations /** * A field for [Double] (using FastMath) without boxing. Does not produce appropriate field element. */ @Suppress("EXTENSION_SHADOWED_BY_MEMBER", "OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") public object JafamaDoubleField : ExtendedField, Norm, ScaleOperations { - public override val zero: Double get() = 0.0 - public override val one: Double get() = 1.0 + public override inline val zero: Double get() = 0.0 + public override inline val one: Double get() = 1.0 - public override fun number(value: Number): Double = value.toDouble() + public override inline fun number(value: Number): Double = value.toDouble() public override fun binaryOperationFunction(operation: String): (left: Double, right: Double) -> Double = when (operation) { @@ -19,38 +23,39 @@ public object JafamaDoubleField : ExtendedField, Norm, S else -> super.binaryOperationFunction(operation) } - public override fun add(a: Double, b: Double): Double = a + b + public override inline fun add(a: Double, b: Double): Double = a + b - public override fun multiply(a: Double, b: Double): Double = a * b - public override fun divide(a: Double, b: Double): Double = a / b + public override inline fun multiply(a: Double, b: Double): Double = a * b + public override inline fun divide(a: Double, b: Double): Double = a / b - public override fun scale(a: Double, value: Double): Double = a * value + public override inline fun scale(a: Double, value: Double): Double = a * value - public override fun sin(arg: Double): Double = FastMath.sin(arg) - public override fun cos(arg: Double): Double = FastMath.cos(arg) - public override fun tan(arg: Double): Double = FastMath.tan(arg) - public override fun acos(arg: Double): Double = FastMath.acos(arg) - public override fun asin(arg: Double): Double = FastMath.asin(arg) - public override fun atan(arg: Double): Double = FastMath.atan(arg) + public override inline fun sin(arg: Double): Double = FastMath.sin(arg) + public override inline fun cos(arg: Double): Double = FastMath.cos(arg) + public override inline fun tan(arg: Double): Double = FastMath.tan(arg) + public override inline fun acos(arg: Double): Double = FastMath.acos(arg) + public override inline fun asin(arg: Double): Double = FastMath.asin(arg) + public override inline fun atan(arg: Double): Double = FastMath.atan(arg) - public override fun sinh(arg: Double): Double = FastMath.sinh(arg) - public override fun cosh(arg: Double): Double = FastMath.cosh(arg) - public override fun tanh(arg: Double): Double = FastMath.tanh(arg) - public override fun asinh(arg: Double): Double = FastMath.asinh(arg) - public override fun acosh(arg: Double): Double = FastMath.acosh(arg) - public override fun atanh(arg: Double): Double = FastMath.atanh(arg) + public override inline fun sinh(arg: Double): Double = FastMath.sinh(arg) + public override inline fun cosh(arg: Double): Double = FastMath.cosh(arg) + public override inline fun tanh(arg: Double): Double = FastMath.tanh(arg) + public override inline fun asinh(arg: Double): Double = FastMath.asinh(arg) + public override inline fun acosh(arg: Double): Double = FastMath.acosh(arg) + public override inline fun atanh(arg: Double): Double = FastMath.atanh(arg) - public override fun power(arg: Double, pow: Number): Double = FastMath.pow(arg, pow.toDouble()) - public override fun exp(arg: Double): Double = FastMath.exp(arg) - public override fun ln(arg: Double): Double = FastMath.log(arg) + public override inline fun sqrt(arg: Double): Double = FastMath.sqrt(arg) + public override inline fun power(arg: Double, pow: Number): Double = FastMath.pow(arg, pow.toDouble()) + public override inline fun exp(arg: Double): Double = FastMath.exp(arg) + public override inline fun ln(arg: Double): Double = FastMath.log(arg) - public override fun norm(arg: Double): Double = FastMath.abs(arg) + public override inline fun norm(arg: Double): Double = FastMath.abs(arg) - public override fun Double.unaryMinus(): Double = -this - public override fun Double.plus(b: Double): Double = this + b - public override fun Double.minus(b: Double): Double = this - b - public override fun Double.times(b: Double): Double = this * b - public override fun Double.div(b: Double): Double = this / b + public override inline fun Double.unaryMinus(): Double = -this + public override inline fun Double.plus(b: Double): Double = this + b + public override inline fun Double.minus(b: Double): Double = this - b + public override inline fun Double.times(b: Double): Double = this * b + public override inline fun Double.div(b: Double): Double = this / b } /** @@ -58,10 +63,10 @@ public object JafamaDoubleField : ExtendedField, Norm, S */ @Suppress("EXTENSION_SHADOWED_BY_MEMBER", "OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE") public object StrictJafamaDoubleField : ExtendedField, Norm, ScaleOperations { - public override val zero: Double get() = 0.0 - public override val one: Double get() = 1.0 + public override inline val zero: Double get() = 0.0 + public override inline val one: Double get() = 1.0 - public override fun number(value: Number): Double = value.toDouble() + public override inline fun number(value: Number): Double = value.toDouble() public override fun binaryOperationFunction(operation: String): (left: Double, right: Double) -> Double = when (operation) { @@ -69,38 +74,37 @@ public object StrictJafamaDoubleField : ExtendedField, Norm super.binaryOperationFunction(operation) } - public override fun add(a: Double, b: Double): Double = a + b + public override inline fun add(a: Double, b: Double): Double = a + b - public override fun multiply(a: Double, b: Double): Double = a * b - public override fun divide(a: Double, b: Double): Double = a / b + public override inline fun multiply(a: Double, b: Double): Double = a * b + public override inline fun divide(a: Double, b: Double): Double = a / b - public override fun scale(a: Double, value: Double): Double = a * value + public override inline fun scale(a: Double, value: Double): Double = a * value - public override fun sin(arg: Double): Double = StrictFastMath.sin(arg) - public override fun cos(arg: Double): Double = StrictFastMath.cos(arg) - public override fun tan(arg: Double): Double = StrictFastMath.tan(arg) - public override fun acos(arg: Double): Double = StrictFastMath.acos(arg) - public override fun asin(arg: Double): Double = StrictFastMath.asin(arg) - public override fun atan(arg: Double): Double = StrictFastMath.atan(arg) + public override inline fun sin(arg: Double): Double = StrictFastMath.sin(arg) + public override inline fun cos(arg: Double): Double = StrictFastMath.cos(arg) + public override inline fun tan(arg: Double): Double = StrictFastMath.tan(arg) + public override inline fun acos(arg: Double): Double = StrictFastMath.acos(arg) + public override inline fun asin(arg: Double): Double = StrictFastMath.asin(arg) + public override inline fun atan(arg: Double): Double = StrictFastMath.atan(arg) - public override fun sinh(arg: Double): Double = StrictFastMath.sinh(arg) - public override fun cosh(arg: Double): Double = StrictFastMath.cosh(arg) - public override fun tanh(arg: Double): Double = StrictFastMath.tanh(arg) - public override fun asinh(arg: Double): Double = StrictFastMath.asinh(arg) - public override fun acosh(arg: Double): Double = StrictFastMath.acosh(arg) - public override fun atanh(arg: Double): Double = StrictFastMath.atanh(arg) + public override inline fun sinh(arg: Double): Double = StrictFastMath.sinh(arg) + public override inline fun cosh(arg: Double): Double = StrictFastMath.cosh(arg) + public override inline fun tanh(arg: Double): Double = StrictFastMath.tanh(arg) + public override inline fun asinh(arg: Double): Double = StrictFastMath.asinh(arg) + public override inline fun acosh(arg: Double): Double = StrictFastMath.acosh(arg) + public override inline fun atanh(arg: Double): Double = StrictFastMath.atanh(arg) - public override fun power(arg: Double, pow: Number): Double = StrictFastMath.pow(arg, pow.toDouble()) - public override fun exp(arg: Double): Double = StrictFastMath.exp(arg) - public override fun ln(arg: Double): Double = StrictFastMath.log(arg) + public override inline fun sqrt(arg: Double): Double = StrictFastMath.sqrt(arg) + public override inline fun power(arg: Double, pow: Number): Double = StrictFastMath.pow(arg, pow.toDouble()) + public override inline fun exp(arg: Double): Double = StrictFastMath.exp(arg) + public override inline fun ln(arg: Double): Double = StrictFastMath.log(arg) - public override fun norm(arg: Double): Double = StrictFastMath.abs(arg) + public override inline fun norm(arg: Double): Double = StrictFastMath.abs(arg) - public override fun Double.unaryMinus(): Double = -this - public override fun Double.plus(b: Double): Double = this + b - public override fun Double.minus(b: Double): Double = this - b - public override fun Double.times(b: Double): Double = this * b - public override fun Double.div(b: Double): Double = this / b + public override inline fun Double.unaryMinus(): Double = -this + public override inline fun Double.plus(b: Double): Double = this + b + public override inline fun Double.minus(b: Double): Double = this - b + public override inline fun Double.times(b: Double): Double = this * b + public override inline fun Double.div(b: Double): Double = this / b } - -