[16285] | 1 | using System;
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| 2 |
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| 3 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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| 4 | public static class BatchOperations {
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| 5 | public const int BATCHSIZE = 64;
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| 6 |
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| 7 | public static void Load(double[] a, double[] b) {
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| 8 | Array.Copy(b, a, BATCHSIZE);
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| 9 | }
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| 10 |
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| 11 | public static void Add(double[] a, double[] b) {
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[16287] | 12 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 13 | a[i] += b[i];
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[16285] | 14 | }
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| 15 | }
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| 16 |
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| 17 | public static void Sub(double[] a, double[] b) {
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[16287] | 18 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 19 | a[i] -= b[i];
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[16285] | 20 | }
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| 21 | }
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| 22 |
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| 23 | public static void Div(double[] a, double[] b) {
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[16287] | 24 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 25 | a[i] /= b[i];
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[16285] | 26 | }
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| 27 | }
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| 28 |
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| 29 | public static void Mul(double[] a, double[] b) {
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[16287] | 30 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 31 | a[i] *= b[i];
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[16285] | 32 | }
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| 33 | }
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| 34 |
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| 35 | public static void Neg(double[] a, double[] b) {
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[16287] | 36 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 37 | a[i] = -b[i];
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[16285] | 38 | }
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| 39 | }
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| 40 |
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| 41 | public static void Inv(double[] a, double[] b) {
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[16287] | 42 | for (int i = 0; i < BATCHSIZE; ++i) {
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| 43 | a[i] = 1 / b[i];
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[16285] | 44 | }
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| 45 | }
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| 46 |
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| 47 | public static void Log(double[] a, double[] b) {
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| 48 | for (int i = 0; i < BATCHSIZE; ++i)
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| 49 | a[i] = Math.Log(b[i]);
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| 50 | }
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| 51 |
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| 52 | public static void Exp(double[] a, double[] b) {
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| 53 | for (int i = 0; i < BATCHSIZE; ++i)
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| 54 | a[i] = Math.Exp(b[i]);
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| 55 | }
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| 56 |
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| 57 | public static void Sin(double[] a, double[] b) {
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| 58 | for (int i = 0; i < BATCHSIZE; ++i)
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| 59 | a[i] = Math.Sin(b[i]);
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| 60 | }
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| 61 |
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| 62 | public static void Cos(double[] a, double[] b) {
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| 63 | for (int i = 0; i < BATCHSIZE; ++i)
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| 64 | a[i] = Math.Cos(b[i]);
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| 65 | }
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[16293] | 66 |
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| 67 | public static void Tan(double[] a, double[] b) {
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| 68 | for (int i = 0; i < BATCHSIZE; ++i)
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| 69 | a[i] = Math.Tan(b[i]);
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| 70 | }
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[16656] | 71 | public static void Tanh(double[] a, double[] b) {
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| 72 | for (int i = 0; i < BATCHSIZE; ++i)
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| 73 | a[i] = Math.Tanh(b[i]);
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| 74 | }
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[16293] | 75 |
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| 76 | public static void Pow(double[] a, double[] b) {
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| 77 | for (int i = 0; i < BATCHSIZE; ++i)
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| 78 | a[i] = Math.Pow(a[i], Math.Round(b[i]));
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| 79 | }
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| 80 |
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| 81 | public static void Root(double[] a, double[] b) {
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| 82 | for (int i = 0; i < BATCHSIZE; ++i)
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| 83 | a[i] = Math.Pow(a[i], 1 / Math.Round(b[i]));
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| 84 | }
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| 85 |
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| 86 | public static void Square(double[] a, double[] b) {
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| 87 | for (int i = 0; i < BATCHSIZE; ++i)
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| 88 | a[i] = Math.Pow(b[i], 2d);
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| 89 | }
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| 90 |
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| 91 | public static void Sqrt(double[] a, double[] b) {
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| 92 | for (int i = 0; i < BATCHSIZE; ++i)
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| 93 | a[i] = Math.Sqrt(b[i]);
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| 94 | }
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[16356] | 95 |
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| 96 | public static void Cube(double[] a, double[] b) {
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| 97 | for (int i = 0; i < BATCHSIZE; ++i)
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| 98 | a[i] = Math.Pow(b[i], 3d);
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| 99 | }
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| 100 |
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| 101 | public static void CubeRoot(double[] a, double[] b) {
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| 102 | for (int i = 0; i < BATCHSIZE; ++i)
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[16911] | 103 | a[i] = b[i] < 0 ? -Math.Pow(-b[i], 1d / 3d) : Math.Pow(b[i], 1d / 3d);
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[16356] | 104 | }
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| 105 |
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| 106 | public static void Absolute(double[] a, double[] b) {
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| 107 | for (int i = 0; i < BATCHSIZE; ++i)
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| 108 | a[i] = Math.Abs(b[i]);
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| 109 | }
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| 110 |
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| 111 | public static void AnalyticQuotient(double[] a, double[] b) {
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| 112 | for (int i = 0; i < BATCHSIZE; ++i)
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| 113 | a[i] = a[i] / Math.Sqrt(1d + b[i] * b[i]);
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| 114 | }
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[16285] | 115 | }
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| 116 | }
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