Exemplos de IILFFT em C# (CSharp)

Exemplo n.º 1

Arquivo: ILMath_General.cs Projeto: wdxa/ILNumerics

        /// <summary>
        /// main math class providing static builtin functions
        /// </summary>
        static ILMath()
        {
            #region initialize proc specific interfaces

            try
            {
                Type lapackType = Type.GetType("ILNumerics.Native." + Settings.ConfigFile.LAPACKLibrary);
                Lapack = (IILLapack)Activator.CreateInstance(lapackType);
            }
            catch
            {
                Lapack = new ILManagedLapack();
            }

            try
            {
                Type fftType = Type.GetType("ILNumerics.Native." + Settings.ConfigFile.FFTLibrary);
                FFT = (IILFFT)Activator.CreateInstance(fftType);
            }
            catch
            {
                FFT = new ILManagedFFT();
            }

            #endregion

            #region initialize machine parameter infos 
            macharD(ref m_machparDouble.ibeta, ref m_machparDouble.it,ref m_machparDouble.irnd,ref m_machparDouble.ngrd,ref m_machparDouble.machep,ref m_machparDouble.negep,ref m_machparDouble.iexp,ref m_machparDouble.minexp,ref m_machparDouble.maxexp,ref m_machparDouble.eps,ref m_machparDouble.epsneg,ref m_machparDouble.xmin,ref m_machparDouble.xmax); 
            macharF(ref m_machparFloat.ibeta, ref m_machparFloat.it,ref m_machparFloat.irnd,ref m_machparFloat.ngrd,ref m_machparFloat.machep,ref m_machparFloat.negep,ref m_machparFloat.iexp,ref m_machparFloat.minexp,ref m_machparFloat.maxexp,ref m_machparFloat.eps,ref m_machparFloat.epsneg,ref m_machparFloat.xmin,ref m_machparFloat.xmax); 
            #endregion
        }

Exemplo n.º 2

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1__ALONG1_2(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000};
A.Reshape(new ILDimension(5,1));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 3

        /// <summary>
        /// main math class providing static builtin functions
        /// </summary>
        static ILMath()
        {
            #region initialize proc specific interfaces

            try
            {
                Type lapackType = Type.GetType("ILNumerics.Native." + Settings.ConfigFile.LAPACKLibrary);
                Lapack = (IILLapack)Activator.CreateInstance(lapackType);
            }
            catch
            {
                Lapack = new ILManagedLapack();
            }

            try
            {
                Type fftType = Type.GetType("ILNumerics.Native." + Settings.ConfigFile.FFTLibrary);
                FFT = (IILFFT)Activator.CreateInstance(fftType);
            }
            catch
            {
                FFT = new ILManagedFFT();
            }

            #endregion

            #region initialize machine parameter infos
            macharD(ref m_machparDouble.ibeta, ref m_machparDouble.it, ref m_machparDouble.irnd, ref m_machparDouble.ngrd, ref m_machparDouble.machep, ref m_machparDouble.negep, ref m_machparDouble.iexp, ref m_machparDouble.minexp, ref m_machparDouble.maxexp, ref m_machparDouble.eps, ref m_machparDouble.epsneg, ref m_machparDouble.xmin, ref m_machparDouble.xmax);
            macharF(ref m_machparFloat.ibeta, ref m_machparFloat.it, ref m_machparFloat.irnd, ref m_machparFloat.ngrd, ref m_machparFloat.machep, ref m_machparFloat.negep, ref m_machparFloat.iexp, ref m_machparFloat.minexp, ref m_machparFloat.maxexp, ref m_machparFloat.eps, ref m_machparFloat.epsneg, ref m_machparFloat.xmin, ref m_machparFloat.xmax);
            #endregion
        }

Exemplo n.º 4

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void forwBackwGenCheck(IILFFT fft, ILArray<fcomplex> A, ILArray<fcomplex> Result, int dim, float mult) { 
ILArray<fcomplex> B = fft.FFTForward1D(A, dim);
if (ILMath.sumall(ILMath.abs(Result - B))/A.Dimensions.NumberOfElements / A.Dimensions[dim] > (double)ILMath.MachineParameterFloat.eps * mult)
    throw new Exception("invalid value");
B = fft.FFTBackward1D(B, dim);
if (ILMath.sumall(ILMath.abs(A - B))/A.Dimensions.NumberOfElements / A.Dimensions[dim] > (double)ILMath.MachineParameterFloat.eps * mult)
    throw new Exception("invalid value");}

Exemplo n.º 5

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d1_1__ALONG1_2(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f};
ResultI = new float[]{1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(1,1));
ResultR = new float[]{1.0000000f};
ResultI = new float[]{1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new float[]{1.0000000f};
ResultI = new float[]{1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new float[]{1.0000000f};
ResultI = new float[]{1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new float[]{1.0000000f};
ResultI = new float[]{1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 6

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1__ALONG1_2(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f};
ResultI = new float[]{5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,1));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f};
ResultI = new float[]{5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 7

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d1_1__ALONG1_2(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000};
A.Reshape(new ILDimension(1,1));
ResultR = new double[]{1.000000000000000};
ResultI = new double[]{0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new double[]{1.000000000000000};
ResultI = new double[]{0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new double[]{1.000000000000000};
ResultI = new double[]{0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new double[]{1.000000000000000};
ResultI = new double[]{0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,1));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 8

        /// <summary>
        /// main math class providing static builtin functions
        /// </summary>
        static ILMath()
        {
            #region initialize proc specific interfaces
            ILCPUID          cpuid;
            ILArray <double> A = new double[] { 1.0, -1.0 }, B = new double[] { 1.0, 2.0 };
            switch (Environment.OSVersion.Platform)
            {
            case PlatformID.Unix:
                Lapack = new ILLapackGenLinux();
                FFT    = new ILFFTW3FFT();
                break;

            default:
                if (Lapack == null)
                {
                    cpuid = new ILCPUID();
                    switch (cpuid.vendor)
                    {
                    case "AuthenticAMD":
                        //Lapack = new ILACMLWrapper();
                        try {
                            Lapack = new ILACML4_1();
                            FFT    = new ILACMLFFT();
                            multiply(A.T, B);
                        } catch (Exception e) {
                            FFT = new ILMKLFFT();
                            try {
                                Lapack = new ILLapackMKL10_0();
                                multiply(A.T, B);
                            } catch (Exception) {
                                Lapack = new ILLapackGeneric();
                            }
                        }
                        break;

                    case "GenuineIntel":
                        FFT = new ILMKLFFT();
                        try {
                            Lapack = new ILLapackMKL10_0();
                            multiply(A.T, B);
                        } catch (Exception) {
                            Lapack = new ILLapackGeneric();
                        }
                        break;

                    default:
                        Lapack = new ILLapackGeneric();
                        FFT    = new ILMKLFFT();
                        break;
                    }
                }
                break;
            }
            #endregion
            #region initialize machine parameter infos
            macharD(ref m_machparDouble.ibeta, ref m_machparDouble.it, ref m_machparDouble.irnd, ref m_machparDouble.ngrd, ref m_machparDouble.machep, ref m_machparDouble.negep, ref m_machparDouble.iexp, ref m_machparDouble.minexp, ref m_machparDouble.maxexp, ref m_machparDouble.eps, ref m_machparDouble.epsneg, ref m_machparDouble.xmin, ref m_machparDouble.xmax);
            macharF(ref m_machparFloat.ibeta, ref m_machparFloat.it, ref m_machparFloat.irnd, ref m_machparFloat.ngrd, ref m_machparFloat.machep, ref m_machparFloat.negep, ref m_machparFloat.iexp, ref m_machparFloat.minexp, ref m_machparFloat.maxexp, ref m_machparFloat.eps, ref m_machparFloat.epsneg, ref m_machparFloat.xmin, ref m_machparFloat.xmax);
            #endregion
        }

Exemplo n.º 9

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void forwBackwGenCheck(IILFFT fft, ILArray<double> A, ILArray<complex> Result, int dim, double mult) { 
ILArray<complex> B = fft.FFTForward1D(A, dim);
if (ILMath.sumall(ILMath.abs(Result - B))/A.Dimensions.NumberOfElements / A.Dimensions[dim] > ILMath.MachineParameterDouble.eps * mult)
    throw new Exception("invalid value");
ILArray<double> ResultR = fft.FFTBackwSym1D(B,dim);
if (ILMath.sumall(ILMath.abs(ResultR - A))/A.Dimensions.NumberOfElements / A.Dimensions[dim] > ILMath.MachineParameterDouble.eps * mult)
   throw new Exception("invalid value");
B = fft.FFTBackward1D(B, dim);
if (ILMath.sumall(ILMath.abs(ILMath.tocomplex(A) - B))/A.Dimensions.NumberOfElements / A.Dimensions[dim] > ILMath.MachineParameterDouble.eps * mult)
    throw new Exception("invalid value");}

Exemplo n.º 10

Arquivo: ILMath_General.cs Projeto: wdxa/ILNumerics

        /// <summary>
        /// main math class providing static builtin functions
        /// </summary>
        static ILMath() {
            #region initialize proc specific interfaces
            ILCPUID cpuid; 
            ILArray<double> A = new double[]{1.0,-1.0}, B = new double[]{1.0, 2.0};
            switch (Environment.OSVersion.Platform) {
                case PlatformID.Unix:
                    Lapack = new ILLapackGenLinux(); 
                    FFT = new ILFFTW3FFT(); 
                    break; 
                default: 
                    if (Lapack == null) {
                        cpuid = new ILCPUID(); 
                        switch (cpuid.vendor) {
                            case "AuthenticAMD":
                                //Lapack = new ILACMLWrapper();
                                try {
                                    Lapack = new ILACML4_1(); 
                                    FFT = new ILACMLFFT(); 
                                    multiply(A.T,B); 
                                } catch (Exception e) {
                                    FFT = new ILMKLFFT();
                                    try {
                                        Lapack = new ILLapackMKL10_0();
                                        multiply(A.T,B); 
                                    } catch (Exception) {
                                        Lapack = new ILLapackGeneric(); 
                                    }
                                }
                                break; 
                            case "GenuineIntel":
                                FFT = new ILMKLFFT(); 
                                try {
                                    Lapack = new ILLapackMKL10_0();
                                    multiply(A.T,B); 
                                } catch (Exception) {
                                    Lapack = new ILLapackGeneric(); 
                                }
                                break; 
                            default:
                                Lapack = new ILLapackGeneric(); 
                                FFT = new ILMKLFFT(); 
                                break;
                        }
                    }
                    break; 
            }
            #endregion 
            #region initialize machine parameter infos 
            macharD(ref m_machparDouble.ibeta, ref m_machparDouble.it,ref m_machparDouble.irnd,ref m_machparDouble.ngrd,ref m_machparDouble.machep,ref m_machparDouble.negep,ref m_machparDouble.iexp,ref m_machparDouble.minexp,ref m_machparDouble.maxexp,ref m_machparDouble.eps,ref m_machparDouble.epsneg,ref m_machparDouble.xmin,ref m_machparDouble.xmax); 
            macharF(ref m_machparFloat.ibeta, ref m_machparFloat.it,ref m_machparFloat.irnd,ref m_machparFloat.ngrd,ref m_machparFloat.machep,ref m_machparFloat.negep,ref m_machparFloat.iexp,ref m_machparFloat.minexp,ref m_machparFloat.maxexp,ref m_machparFloat.eps,ref m_machparFloat.epsneg,ref m_machparFloat.xmin,ref m_machparFloat.xmax); 
            #endregion

        }

Exemplo n.º 11

        public override void Run()
        {
            base.Run();
            Header();
            try {
                IILFFT oldFFT = ILMath.FFT;

                IILFFT fft = new ILFFTW3FFT();
                TEST_IILFFT_double_complex.TEST_ALL(fft);
                TEST_IILFFT_complex_complex.TEST_ALL(fft);
                TEST_IILFFT_fcomplex_fcomplex.TEST_ALL(fft);
                TEST_IILFFT_float_fcomplex.TEST_ALL(fft);
                ILMath.FFT = fft;
                TEST_ILMath_fft_A.TEST_ALL();
                TEST_ILMath_fft_ADim.TEST_ALL();
                TEST_ILMath_fft2_A.TEST_ALL();
                TEST_ILMath_fft2_Amn.TEST_ALL();
                TEST_ILMath_fftN_Amn.TEST_ALL();


                fft = new ILMKLFFT();
                TEST_IILFFT_double_complex.TEST_ALL(fft);
                TEST_IILFFT_complex_complex.TEST_ALL(fft);
                TEST_IILFFT_fcomplex_fcomplex.TEST_ALL(fft);
                TEST_IILFFT_float_fcomplex.TEST_ALL(fft);
                ILMath.FFT = fft;
                TEST_ILMath_fft_A.TEST_ALL();
                TEST_ILMath_fft_ADim.TEST_ALL();
                TEST_ILMath_fft2_A.TEST_ALL();
                TEST_ILMath_fft2_Amn.TEST_ALL();
                TEST_ILMath_fftN_Amn.TEST_ALL();


                fft = new ILACMLFFT();
                TEST_IILFFT_double_complex.TEST_ALL(fft);
                TEST_IILFFT_complex_complex.TEST_ALL(fft);
                TEST_IILFFT_fcomplex_fcomplex.TEST_ALL(fft);
                TEST_IILFFT_float_fcomplex.TEST_ALL(fft);
                ILMath.FFT = fft;
                TEST_ILMath_fft_A.TEST_ALL();
                TEST_ILMath_fft_ADim.TEST_ALL();
                TEST_ILMath_fft2_A.TEST_ALL();
                TEST_ILMath_fft2_Amn.TEST_ALL();
                TEST_ILMath_fftN_Amn.TEST_ALL();
                Success();
            } catch (Exception e) {
                Error("FFT Test failed: " + e.Message);
            }
            Footer();
        }

Exemplo n.º 12

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void forwBackwGenCheckND(IILFFT fft, ILArray<fcomplex> A, ILArray<fcomplex> Result, int d, float mult) { 
    try {
    ILArray<fcomplex> B = fft.FFTForward(A, d);
    float errMult = A.Dimensions.NumberOfElements; 
    for (int i = 0; i < d; i++) errMult *= A.Dimensions[i]; 
    if (ILMath.sumall(ILMath.abs(Result - B))/errMult > (double)ILMath.MachineParameterFloat.eps * mult)
        throw new Exception("invalid value");
    B = fft.FFTBackward(B, d);
    if (ILMath.sumall(ILMath.abs(ILMath.tofcomplex(A) - B))/errMult > (double)ILMath.MachineParameterFloat.eps * mult)
        throw new Exception("invalid value");
    }catch(ILNumerics.Exceptions.ILArgumentException) {
        if (d < 0) return; 
        throw new Exception("unexpected exception was thrown -> error!");
    }
}

Exemplo n.º 13

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_4_3_2__ALONG1_4(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f,61.0000000f,62.0000000f,63.0000000f,64.0000000f,65.0000000f,66.0000000f,67.0000000f,68.0000000f,69.0000000f,70.0000000f,71.0000000f,72.0000000f,73.0000000f,74.0000000f,75.0000000f,76.0000000f,77.0000000f,78.0000000f,79.0000000f,80.0000000f,81.0000000f,82.0000000f,83.0000000f,84.0000000f,85.0000000f,86.0000000f,87.0000000f,88.0000000f,89.0000000f,90.0000000f,91.0000000f,92.0000000f,93.0000000f,94.0000000f,95.0000000f,96.0000000f,97.0000000f,98.0000000f,99.0000000f,100.0000000f,101.0000000f,102.0000000f,103.0000000f,104.0000000f,105.0000000f,106.0000000f,107.0000000f,108.0000000f,109.0000000f,110.0000000f,111.0000000f,112.0000000f,113.0000000f,114.0000000f,115.0000000f,116.0000000f,117.0000000f,118.0000000f,119.0000000f,120.0000000f};
ResultI = new float[]{120.0000000f,119.0000000f,118.0000000f,117.0000000f,116.0000000f,115.0000000f,114.0000000f,113.0000000f,112.0000000f,111.0000000f,110.0000000f,109.0000000f,108.0000000f,107.0000000f,106.0000000f,105.0000000f,104.0000000f,103.0000000f,102.0000000f,101.0000000f,100.0000000f,99.0000000f,98.0000000f,97.0000000f,96.0000000f,95.0000000f,94.0000000f,93.0000000f,92.0000000f,91.0000000f,90.0000000f,89.0000000f,88.0000000f,87.0000000f,86.0000000f,85.0000000f,84.0000000f,83.0000000f,82.0000000f,81.0000000f,80.0000000f,79.0000000f,78.0000000f,77.0000000f,76.0000000f,75.0000000f,74.0000000f,73.0000000f,72.0000000f,71.0000000f,70.0000000f,69.0000000f,68.0000000f,67.0000000f,66.0000000f,65.0000000f,64.0000000f,63.0000000f,62.0000000f,61.0000000f,60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,4,3,2));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,315.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,340.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,365.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,390.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,415.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,440.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,465.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,490.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,515.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,540.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,565.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,590.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{590.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,565.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,540.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,515.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,490.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,465.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,440.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,415.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,390.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,365.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,340.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,315.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,315.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,340.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,365.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,390.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,415.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,440.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,465.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,490.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,515.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,540.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,565.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,590.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{590.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,565.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,540.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,515.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,490.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,465.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,440.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,415.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,390.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,365.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,340.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,315.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new float[]{34.0000000f,38.0000000f,42.0000000f,46.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,114.0000000f,118.0000000f,122.0000000f,126.0000000f,130.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,194.0000000f,198.0000000f,202.0000000f,206.0000000f,210.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,274.0000000f,278.0000000f,282.0000000f,286.0000000f,290.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,354.0000000f,358.0000000f,362.0000000f,366.0000000f,370.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,434.0000000f,438.0000000f,442.0000000f,446.0000000f,450.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f};
ResultI = new float[]{450.0000000f,446.0000000f,442.0000000f,438.0000000f,434.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,370.0000000f,366.0000000f,362.0000000f,358.0000000f,354.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,290.0000000f,286.0000000f,282.0000000f,278.0000000f,274.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,210.0000000f,206.0000000f,202.0000000f,198.0000000f,194.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,130.0000000f,126.0000000f,122.0000000f,118.0000000f,114.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,46.0000000f,42.0000000f,38.0000000f,34.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new float[]{210.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,610.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1010.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1410.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1810.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,2210.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{2210.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1810.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1410.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1010.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,610.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,210.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new float[]{63.0000000f,66.0000000f,69.0000000f,72.0000000f,75.0000000f,78.0000000f,81.0000000f,84.0000000f,87.0000000f,90.0000000f,93.0000000f,96.0000000f,99.0000000f,102.0000000f,105.0000000f,108.0000000f,111.0000000f,114.0000000f,117.0000000f,120.0000000f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,243.0000000f,246.0000000f,249.0000000f,252.0000000f,255.0000000f,258.0000000f,261.0000000f,264.0000000f,267.0000000f,270.0000000f,273.0000000f,276.0000000f,279.0000000f,282.0000000f,285.0000000f,288.0000000f,291.0000000f,294.0000000f,297.0000000f,300.0000000f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f};
ResultI = new float[]{300.0000000f,297.0000000f,294.0000000f,291.0000000f,288.0000000f,285.0000000f,282.0000000f,279.0000000f,276.0000000f,273.0000000f,270.0000000f,267.0000000f,264.0000000f,261.0000000f,258.0000000f,255.0000000f,252.0000000f,249.0000000f,246.0000000f,243.0000000f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,120.0000000f,117.0000000f,114.0000000f,111.0000000f,108.0000000f,105.0000000f,102.0000000f,99.0000000f,96.0000000f,93.0000000f,90.0000000f,87.0000000f,84.0000000f,81.0000000f,78.0000000f,75.0000000f,72.0000000f,69.0000000f,66.0000000f,63.0000000f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new float[]{1830.0000000f,11.2914576f,-20.2524091f,-39.7475909f,-71.2914576f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,5430.0000000f,11.2914576f,-20.2524091f,-39.7475909f,-71.2914576f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{5430.0000000f,71.2914576f,39.7475909f,20.2524091f,-11.2914576f,300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1830.0000000f,71.2914576f,39.7475909f,20.2524091f,-11.2914576f,300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new float[]{62.0000000f,64.0000000f,66.0000000f,68.0000000f,70.0000000f,72.0000000f,74.0000000f,76.0000000f,78.0000000f,80.0000000f,82.0000000f,84.0000000f,86.0000000f,88.0000000f,90.0000000f,92.0000000f,94.0000000f,96.0000000f,98.0000000f,100.0000000f,102.0000000f,104.0000000f,106.0000000f,108.0000000f,110.0000000f,112.0000000f,114.0000000f,116.0000000f,118.0000000f,120.0000000f,122.0000000f,124.0000000f,126.0000000f,128.0000000f,130.0000000f,132.0000000f,134.0000000f,136.0000000f,138.0000000f,140.0000000f,142.0000000f,144.0000000f,146.0000000f,148.0000000f,150.0000000f,152.0000000f,154.0000000f,156.0000000f,158.0000000f,160.0000000f,162.0000000f,164.0000000f,166.0000000f,168.0000000f,170.0000000f,172.0000000f,174.0000000f,176.0000000f,178.0000000f,180.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f,-60.0000000f};
ResultI = new float[]{180.0000000f,178.0000000f,176.0000000f,174.0000000f,172.0000000f,170.0000000f,168.0000000f,166.0000000f,164.0000000f,162.0000000f,160.0000000f,158.0000000f,156.0000000f,154.0000000f,152.0000000f,150.0000000f,148.0000000f,146.0000000f,144.0000000f,142.0000000f,140.0000000f,138.0000000f,136.0000000f,134.0000000f,132.0000000f,130.0000000f,128.0000000f,126.0000000f,124.0000000f,122.0000000f,120.0000000f,118.0000000f,116.0000000f,114.0000000f,112.0000000f,110.0000000f,108.0000000f,106.0000000f,104.0000000f,102.0000000f,100.0000000f,98.0000000f,96.0000000f,94.0000000f,92.0000000f,90.0000000f,88.0000000f,86.0000000f,84.0000000f,82.0000000f,80.0000000f,78.0000000f,76.0000000f,74.0000000f,72.0000000f,70.0000000f,68.0000000f,66.0000000f,64.0000000f,62.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f,60.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new float[]{7260.0000000f,22.5829152f,-40.5048182f,-79.4951818f,-142.5829152f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-600.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-507.1796770f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1892.8203230f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-3600.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{7260.0000000f,142.5829152f,79.4951818f,40.5048182f,-22.5829152f,600.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1892.8203230f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,507.1796770f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,3600.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 14

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d14_5_1__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f,61.0000000f,62.0000000f,63.0000000f,64.0000000f,65.0000000f,66.0000000f,67.0000000f,68.0000000f,69.0000000f,70.0000000f};
ResultI = new float[]{70.0000000f,69.0000000f,68.0000000f,67.0000000f,66.0000000f,65.0000000f,64.0000000f,63.0000000f,62.0000000f,61.0000000f,60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(14,5));
ResultR = new float[]{105.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,301.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,497.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,693.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,889.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f};
ResultI = new float[]{889.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,693.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,497.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,301.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,105.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new float[]{105.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,301.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,497.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,693.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f,889.0000000f,23.6690039f,7.5356498f,1.7777224f,-1.4176863f,-3.6289777f,-5.4022957f,-7.0000000f,-8.5977043f,-10.3710223f,-12.5823137f,-15.7777224f,-21.5356498f,-37.6690039f};
ResultI = new float[]{889.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,693.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,497.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,301.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f,105.0000000f,37.6690039f,21.5356498f,15.7777224f,12.5823137f,10.3710223f,8.5977043f,7.0000000f,5.4022957f,3.6289777f,1.4176863f,-1.7777224f,-7.5356498f,-23.6690039f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new float[]{145.0000000f,150.0000000f,155.0000000f,160.0000000f,165.0000000f,170.0000000f,175.0000000f,180.0000000f,185.0000000f,190.0000000f,195.0000000f,200.0000000f,205.0000000f,210.0000000f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,13.1733672f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-23.6278106f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-46.3721894f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f,-83.1733672f};
ResultI = new float[]{210.0000000f,205.0000000f,200.0000000f,195.0000000f,190.0000000f,185.0000000f,180.0000000f,175.0000000f,170.0000000f,165.0000000f,160.0000000f,155.0000000f,150.0000000f,145.0000000f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,83.1733672f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,46.3721894f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,23.6278106f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f,-13.1733672f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new float[]{2485.0000000f,118.3450194f,37.6782489f,8.8886118f,-7.0884314f,-18.1448883f,-27.0114784f,-35.0000000f,-42.9885216f,-51.8551117f,-62.9115686f,-78.8886118f,-107.6782489f,-188.3450194f,184.4271410f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-330.7893488f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-649.2106512f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1164.4271410f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{2485.0000000f,188.3450194f,107.6782489f,78.8886118f,62.9115686f,51.8551117f,42.9885216f,35.0000000f,27.0114784f,18.1448883f,7.0884314f,-8.8886118f,-37.6782489f,-118.3450194f,1164.4271410f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,649.2106512f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,330.7893488f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-184.4271410f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f,61.0000000f,62.0000000f,63.0000000f,64.0000000f,65.0000000f,66.0000000f,67.0000000f,68.0000000f,69.0000000f,70.0000000f};
ResultI = new float[]{70.0000000f,69.0000000f,68.0000000f,67.0000000f,66.0000000f,65.0000000f,64.0000000f,63.0000000f,62.0000000f,61.0000000f,60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new float[]{2485.0000000f,118.3450194f,37.6782489f,8.8886118f,-7.0884314f,-18.1448883f,-27.0114784f,-35.0000000f,-42.9885216f,-51.8551117f,-62.9115686f,-78.8886118f,-107.6782489f,-188.3450194f,184.4271410f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-330.7893488f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-649.2106512f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1164.4271410f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{2485.0000000f,188.3450194f,107.6782489f,78.8886118f,62.9115686f,51.8551117f,42.9885216f,35.0000000f,27.0114784f,18.1448883f,7.0884314f,-8.8886118f,-37.6782489f,-118.3450194f,1164.4271410f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,649.2106512f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,-0.0000000f,0.0000000f,330.7893488f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-184.4271410f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 15

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_10_1__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f};
ResultI = new float[]{50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,10));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new float[]{235.0000000f,245.0000000f,255.0000000f,265.0000000f,275.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f};
ResultI = new float[]{275.0000000f,265.0000000f,255.0000000f,245.0000000f,235.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new float[]{1275.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1275.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f};
ResultI = new float[]{50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new float[]{1275.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1275.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 16

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_10_5__ALONG1_3(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000,61.000000000000000,62.000000000000000,63.000000000000000,64.000000000000000,65.000000000000000,66.000000000000000,67.000000000000000,68.000000000000000,69.000000000000000,70.000000000000000,71.000000000000000,72.000000000000000,73.000000000000000,74.000000000000000,75.000000000000000,76.000000000000000,77.000000000000000,78.000000000000000,79.000000000000000,80.000000000000000,81.000000000000000,82.000000000000000,83.000000000000000,84.000000000000000,85.000000000000000,86.000000000000000,87.000000000000000,88.000000000000000,89.000000000000000,90.000000000000000,91.000000000000000,92.000000000000000,93.000000000000000,94.000000000000000,95.000000000000000,96.000000000000000,97.000000000000000,98.000000000000000,99.000000000000000,100.000000000000000,101.000000000000000,102.000000000000000,103.000000000000000,104.000000000000000,105.000000000000000,106.000000000000000,107.000000000000000,108.000000000000000,109.000000000000000,110.000000000000000,111.000000000000000,112.000000000000000,113.000000000000000,114.000000000000000,115.000000000000000,116.000000000000000,117.000000000000000,118.000000000000000,119.000000000000000,120.000000000000000,121.000000000000000,122.000000000000000,123.000000000000000,124.000000000000000,125.000000000000000,126.000000000000000,127.000000000000000,128.000000000000000,129.000000000000000,130.000000000000000,131.000000000000000,132.000000000000000,133.000000000000000,134.000000000000000,135.000000000000000,136.000000000000000,137.000000000000000,138.000000000000000,139.000000000000000,140.000000000000000,141.000000000000000,142.000000000000000,143.000000000000000,144.000000000000000,145.000000000000000,146.000000000000000,147.000000000000000,148.000000000000000,149.000000000000000,150.000000000000000,151.000000000000000,152.000000000000000,153.000000000000000,154.000000000000000,155.000000000000000,156.000000000000000,157.000000000000000,158.000000000000000,159.000000000000000,160.000000000000000,161.000000000000000,162.000000000000000,163.000000000000000,164.000000000000000,165.000000000000000,166.000000000000000,167.000000000000000,168.000000000000000,169.000000000000000,170.000000000000000,171.000000000000000,172.000000000000000,173.000000000000000,174.000000000000000,175.000000000000000,176.000000000000000,177.000000000000000,178.000000000000000,179.000000000000000,180.000000000000000,181.000000000000000,182.000000000000000,183.000000000000000,184.000000000000000,185.000000000000000,186.000000000000000,187.000000000000000,188.000000000000000,189.000000000000000,190.000000000000000,191.000000000000000,192.000000000000000,193.000000000000000,194.000000000000000,195.000000000000000,196.000000000000000,197.000000000000000,198.000000000000000,199.000000000000000,200.000000000000000,201.000000000000000,202.000000000000000,203.000000000000000,204.000000000000000,205.000000000000000,206.000000000000000,207.000000000000000,208.000000000000000,209.000000000000000,210.000000000000000,211.000000000000000,212.000000000000000,213.000000000000000,214.000000000000000,215.000000000000000,216.000000000000000,217.000000000000000,218.000000000000000,219.000000000000000,220.000000000000000,221.000000000000000,222.000000000000000,223.000000000000000,224.000000000000000,225.000000000000000,226.000000000000000,227.000000000000000,228.000000000000000,229.000000000000000,230.000000000000000,231.000000000000000,232.000000000000000,233.000000000000000,234.000000000000000,235.000000000000000,236.000000000000000,237.000000000000000,238.000000000000000,239.000000000000000,240.000000000000000,241.000000000000000,242.000000000000000,243.000000000000000,244.000000000000000,245.000000000000000,246.000000000000000,247.000000000000000,248.000000000000000,249.000000000000000,250.000000000000000};
A.Reshape(new ILDimension(5,10,5));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,315.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,340.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,365.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,390.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,415.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,440.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,465.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,490.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,515.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,540.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,565.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,590.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,615.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,640.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,665.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,690.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,715.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,740.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,765.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,790.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,815.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,840.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,865.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,890.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,915.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,940.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,965.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,990.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1015.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1040.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1065.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1090.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,315.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,340.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,365.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,390.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,415.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,440.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,465.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,490.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,515.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,540.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,565.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,590.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,615.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,640.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,665.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,690.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,715.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,740.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,765.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,790.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,815.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,840.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,865.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,890.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,915.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,940.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,965.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,990.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1015.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1040.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1065.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1090.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,1240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new double[]{235.000000000000000,245.000000000000000,255.000000000000000,265.000000000000000,275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,735.000000000000000,745.000000000000000,755.000000000000000,765.000000000000000,775.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,1235.000000000000000,1245.000000000000000,1255.000000000000000,1265.000000000000000,1275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,1735.000000000000000,1745.000000000000000,1755.000000000000000,1765.000000000000000,1775.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,2235.000000000000000,2245.000000000000000,2255.000000000000000,2265.000000000000000,2275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000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ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new double[]{1275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,3775.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8775.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,11275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new double[]{505.000000000000000,510.000000000000000,515.000000000000000,520.000000000000000,525.000000000000000,530.000000000000000,535.000000000000000,540.000000000000000,545.000000000000000,550.000000000000000,555.000000000000000,560.000000000000000,565.000000000000000,570.000000000000000,575.000000000000000,580.000000000000000,585.000000000000000,590.000000000000000,595.000000000000000,600.000000000000000,605.000000000000000,610.000000000000000,615.000000000000000,620.000000000000000,625.000000000000000,630.000000000000000,635.000000000000000,640.000000000000000,645.000000000000000,650.000000000000000,655.000000000000000,660.000000000000000,665.000000000000000,670.000000000000000,675.000000000000000,680.000000000000000,685.000000000000000,690.000000000000000,695.000000000000000,700.000000000000000,705.000000000000000,710.000000000000000,715.000000000000000,720.000000000000000,725.000000000000000,730.000000000000000,735.000000000000000,740.000000000000000,745.000000000000000,750.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-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ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,172.047740058896660,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-40.614962029113293,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660,-172.047740058896660};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new double[]{31375.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-125.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-625.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-6250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-6250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-6250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-6250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,172.047740058896690,40.614962029113293,-40.614962029113293,-172.047740058896690,1923.552210734533200,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,860.238700294483350,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,454.089080003350430,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,203.074810145566460,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-203.074810145566460,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-454.089080003350430,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-860.238700294483350,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-1923.552210734533200,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8602.387002944833500,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,2030.748101455664700,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-2030.748101455664700,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8602.387002944833500,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 17

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_10_1__ALONG1_3(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000};
A.Reshape(new ILDimension(5,10));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new double[]{235.000000000000000,245.000000000000000,255.000000000000000,265.000000000000000,275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,76.942088429381329,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,18.163563200134018,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-18.163563200134018,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329,-76.942088429381329};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new double[]{1275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new double[]{1275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-125.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,34.409548011779336,8.122992405822659,-8.122992405822659,-34.409548011779336,384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.614962029113293,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-90.817816000670092,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-172.047740058896660,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-384.710442146906640,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 18

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

public static void TEST_ALL(IILFFT fft) {
	TEST_FFT1d1_1__ALONG1_2(fft);
	TEST_FFT1d5_1__ALONG1_2(fft);
	TEST_FFT1d1_5__ALONG1_2(fft);
	TEST_FFT1d4_5__ALONG1_2(fft);
	TEST_FFT1d5_4__ALONG1_2(fft);
	TEST_FFT1d5_5__ALONG1_2(fft);
	TEST_FFT1d5_10_5__ALONG1_3(fft);
	TEST_FFT1d5_1_5__ALONG1_3(fft);
	TEST_FFT1d1_5_10__ALONG1_3(fft);
	TEST_FFT1d1_10_5__ALONG1_3(fft);
	TEST_FFT1d5_10_1__ALONG1_3(fft);
	TEST_FFT1d14_5_1__ALONG1_3(fft);
	TEST_FFT1d5_4_3_2__ALONG1_4(fft);
	TEST_FFT1d1_5_4_3__ALONG1_4(fft);
	TEST_FFT1d5_1_4_3__ALONG1_4(fft);
	TEST_FFT1d5_4_1_3__ALONG1_4(fft);
	TEST_FFT1d5_4_3_1__ALONG1_4(fft);
	TEST_FFT1d5_1_4_1__ALONG1_4(fft);
	TEST_FFT1d10_30_11__ALONG1_3(fft);
}

Exemplo n.º 19

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1_4_1__ALONG1_4(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f};
ResultI = new float[]{20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,1,4));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f};
ResultI = new float[]{20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new float[]{34.0000000f,38.0000000f,42.0000000f,46.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f};
ResultI = new float[]{50.0000000f,46.0000000f,42.0000000f,38.0000000f,34.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new float[]{210.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{210.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f};
ResultI = new float[]{20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new float[]{210.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{210.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 20

Arquivo: TEST_IILFFT_float_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d1_5__ALONG1_2(IILFFT fft) { 
ILArray<float> ResultR,ResultI, A;
ILArray<fcomplex> B, Result;
A = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f};
A.Reshape(new ILDimension(1,5));
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f};
ResultI = new float[]{0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,5));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f};
ResultI = new float[]{0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new float[]{15.0000000f,-2.5000000f,-2.5000000f,-2.5000000f,-2.5000000f};
ResultI = new float[]{0.0000000f,3.4409548f,0.8122992f,-0.8122992f,-3.4409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,5));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new float[]{15.0000000f,-2.5000000f,-2.5000000f,-2.5000000f,-2.5000000f};
ResultI = new float[]{0.0000000f,3.4409548f,0.8122992f,-0.8122992f,-3.4409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 21

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d1_10_5__ALONG1_3(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000};
A.Reshape(new ILDimension(1,10,5));
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new double[]{55.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,155.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,255.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,355.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,455.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000};
ResultI = new double[]{0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new double[]{55.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,155.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,255.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,355.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,455.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000,-5.000000000000000};
ResultI = new double[]{0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266,0.000000000000000,15.388417685876266,6.881909602355867,3.632712640026803,1.624598481164532,0.000000000000000,-1.624598481164532,-3.632712640026803,-6.881909602355867,-15.388417685876266};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new double[]{105.000000000000000,110.000000000000000,115.000000000000000,120.000000000000000,125.000000000000000,130.000000000000000,135.000000000000000,140.000000000000000,145.000000000000000,150.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,34.409548011779336,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-8.122992405822659,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336,-34.409548011779336};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new double[]{1275.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-25.000000000000000,-250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,76.942088429381329,34.409548011779336,18.163563200134014,8.122992405822659,0.000000000000000,-8.122992405822659,-18.163563200134014,-34.409548011779336,-76.942088429381329,344.095480117793330,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,81.229924058226587,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-81.229924058226587,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-344.095480117793330,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 22

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1_5__ALONG1_3(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000};
A.Reshape(new ILDimension(5,1,5));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new double[]{55.000000000000000,60.000000000000000,65.000000000000000,70.000000000000000,75.000000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17.204774005889668,17.204774005889668,17.204774005889668,17.204774005889668,17.204774005889668,4.061496202911330,4.061496202911330,4.061496202911330,4.061496202911330,4.061496202911330,-4.061496202911330,-4.061496202911330,-4.061496202911330,-4.061496202911330,-4.061496202911330,-17.204774005889668,-17.204774005889668,-17.204774005889668,-17.204774005889668,-17.204774005889668};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new double[]{325.000000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-12.500000000000000,-62.500000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-62.500000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-62.500000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-62.500000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,17.204774005889668,4.061496202911330,-4.061496202911330,-17.204774005889668,86.023870029448332,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,20.307481014556647,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-20.307481014556647,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-86.023870029448332,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 23

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1_4_1__ALONG1_4(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000};
A.Reshape(new ILDimension(5,1,4));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new double[]{34.000000000000000,38.000000000000000,42.000000000000000,46.000000000000000,50.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new double[]{210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new double[]{210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,4));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 24

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_4_3_1__ALONG1_4(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000};
A.Reshape(new ILDimension(5,4,3));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new double[]{34.000000000000000,38.000000000000000,42.000000000000000,46.000000000000000,50.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,114.000000000000000,118.000000000000000,122.000000000000000,126.000000000000000,130.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,194.000000000000000,198.000000000000000,202.000000000000000,206.000000000000000,210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new double[]{210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,610.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,1010.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new double[]{63.000000000000000,66.000000000000000,69.000000000000000,72.000000000000000,75.000000000000000,78.000000000000000,81.000000000000000,84.000000000000000,87.000000000000000,90.000000000000000,93.000000000000000,96.000000000000000,99.000000000000000,102.000000000000000,105.000000000000000,108.000000000000000,111.000000000000000,114.000000000000000,117.000000000000000,120.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new double[]{1830.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,41.291457614135197,9.747590886987190,-9.747590886987190,-41.291457614135197,150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new double[]{1830.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,41.291457614135197,9.747590886987190,-9.747590886987190,-41.291457614135197,150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 25

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_4_3_2__ALONG1_4(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000,61.000000000000000,62.000000000000000,63.000000000000000,64.000000000000000,65.000000000000000,66.000000000000000,67.000000000000000,68.000000000000000,69.000000000000000,70.000000000000000,71.000000000000000,72.000000000000000,73.000000000000000,74.000000000000000,75.000000000000000,76.000000000000000,77.000000000000000,78.000000000000000,79.000000000000000,80.000000000000000,81.000000000000000,82.000000000000000,83.000000000000000,84.000000000000000,85.000000000000000,86.000000000000000,87.000000000000000,88.000000000000000,89.000000000000000,90.000000000000000,91.000000000000000,92.000000000000000,93.000000000000000,94.000000000000000,95.000000000000000,96.000000000000000,97.000000000000000,98.000000000000000,99.000000000000000,100.000000000000000,101.000000000000000,102.000000000000000,103.000000000000000,104.000000000000000,105.000000000000000,106.000000000000000,107.000000000000000,108.000000000000000,109.000000000000000,110.000000000000000,111.000000000000000,112.000000000000000,113.000000000000000,114.000000000000000,115.000000000000000,116.000000000000000,117.000000000000000,118.000000000000000,119.000000000000000,120.000000000000000};
A.Reshape(new ILDimension(5,4,3,2));
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,315.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,340.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,365.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,390.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,415.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,440.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,465.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,490.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,515.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,540.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,565.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,590.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new double[]{15.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,40.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,65.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,90.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,115.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,140.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,165.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,190.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,215.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,240.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,265.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,290.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,315.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,340.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,365.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,390.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,415.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,440.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,465.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,490.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,515.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,540.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,565.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,590.000000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000,-2.500000000000000};
ResultI = new double[]{0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933,0.000000000000000,3.440954801177933,0.812299240582266,-0.812299240582266,-3.440954801177933};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new double[]{34.000000000000000,38.000000000000000,42.000000000000000,46.000000000000000,50.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,114.000000000000000,118.000000000000000,122.000000000000000,126.000000000000000,130.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,194.000000000000000,198.000000000000000,202.000000000000000,206.000000000000000,210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,274.000000000000000,278.000000000000000,282.000000000000000,286.000000000000000,290.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,354.000000000000000,358.000000000000000,362.000000000000000,366.000000000000000,370.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,434.000000000000000,438.000000000000000,442.000000000000000,446.000000000000000,450.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,10.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new double[]{210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,610.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,1010.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,1410.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,1810.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,2210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,3.249196962329064,-3.249196962329064,-13.763819204711734,50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-50.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new double[]{63.000000000000000,66.000000000000000,69.000000000000000,72.000000000000000,75.000000000000000,78.000000000000000,81.000000000000000,84.000000000000000,87.000000000000000,90.000000000000000,93.000000000000000,96.000000000000000,99.000000000000000,102.000000000000000,105.000000000000000,108.000000000000000,111.000000000000000,114.000000000000000,117.000000000000000,120.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,243.000000000000000,246.000000000000000,249.000000000000000,252.000000000000000,255.000000000000000,258.000000000000000,261.000000000000000,264.000000000000000,267.000000000000000,270.000000000000000,273.000000000000000,276.000000000000000,279.000000000000000,282.000000000000000,285.000000000000000,288.000000000000000,291.000000000000000,294.000000000000000,297.000000000000000,300.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771,-17.320508075688771};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new double[]{1830.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5430.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-30.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,41.291457614135197,9.747590886987190,-9.747590886987190,-41.291457614135197,150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,41.291457614135197,9.747590886987190,-9.747590886987190,-41.291457614135197,150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-346.410161513775450,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new double[]{62.000000000000000,64.000000000000000,66.000000000000000,68.000000000000000,70.000000000000000,72.000000000000000,74.000000000000000,76.000000000000000,78.000000000000000,80.000000000000000,82.000000000000000,84.000000000000000,86.000000000000000,88.000000000000000,90.000000000000000,92.000000000000000,94.000000000000000,96.000000000000000,98.000000000000000,100.000000000000000,102.000000000000000,104.000000000000000,106.000000000000000,108.000000000000000,110.000000000000000,112.000000000000000,114.000000000000000,116.000000000000000,118.000000000000000,120.000000000000000,122.000000000000000,124.000000000000000,126.000000000000000,128.000000000000000,130.000000000000000,132.000000000000000,134.000000000000000,136.000000000000000,138.000000000000000,140.000000000000000,142.000000000000000,144.000000000000000,146.000000000000000,148.000000000000000,150.000000000000000,152.000000000000000,154.000000000000000,156.000000000000000,158.000000000000000,160.000000000000000,162.000000000000000,164.000000000000000,166.000000000000000,168.000000000000000,170.000000000000000,172.000000000000000,174.000000000000000,176.000000000000000,178.000000000000000,180.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new double[]{7260.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-60.000000000000000,-300.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-300.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-300.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-1200.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-1200.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-3600.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,82.582915228270394,19.495181773974380,-19.495181773974380,-82.582915228270394,300.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-300.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,692.820323027550900,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-692.820323027550900,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3,2));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 26

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d4_5__ALONG1_2(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000};
A.Reshape(new ILDimension(4,5));
ResultR = new double[]{10.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,26.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,42.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,58.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,74.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000};
ResultI = new double[]{0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new double[]{10.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,26.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,42.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,58.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000,74.000000000000000,-2.000000000000000,-2.000000000000000,-2.000000000000000};
ResultI = new double[]{0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000,0.000000000000000,2.000000000000000,0.000000000000000,-2.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new double[]{45.000000000000000,50.000000000000000,55.000000000000000,60.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13.763819204711734,13.763819204711734,13.763819204711734,13.763819204711734,3.249196962329064,3.249196962329064,3.249196962329064,3.249196962329064,-3.249196962329064,-3.249196962329064,-3.249196962329064,-3.249196962329064,-13.763819204711734,-13.763819204711734,-13.763819204711734,-13.763819204711734};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new double[]{210.000000000000000,-10.000000000000000,-10.000000000000000,-10.000000000000000,-40.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,-40.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
ResultI = new double[]{0.000000000000000,10.000000000000000,0.000000000000000,-10.000000000000000,55.055276818846934,0.000000000000000,0.000000000000000,0.000000000000000,12.996787849316254,0.000000000000000,0.000000000000000,0.000000000000000,-12.996787849316254,0.000000000000000,0.000000000000000,0.000000000000000,-55.055276818846934,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 27

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_10_5__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f,61.0000000f,62.0000000f,63.0000000f,64.0000000f,65.0000000f,66.0000000f,67.0000000f,68.0000000f,69.0000000f,70.0000000f,71.0000000f,72.0000000f,73.0000000f,74.0000000f,75.0000000f,76.0000000f,77.0000000f,78.0000000f,79.0000000f,80.0000000f,81.0000000f,82.0000000f,83.0000000f,84.0000000f,85.0000000f,86.0000000f,87.0000000f,88.0000000f,89.0000000f,90.0000000f,91.0000000f,92.0000000f,93.0000000f,94.0000000f,95.0000000f,96.0000000f,97.0000000f,98.0000000f,99.0000000f,100.0000000f,101.0000000f,102.0000000f,103.0000000f,104.0000000f,105.0000000f,106.0000000f,107.0000000f,108.0000000f,109.0000000f,110.0000000f,111.0000000f,112.0000000f,113.0000000f,114.0000000f,115.0000000f,116.0000000f,117.0000000f,118.0000000f,119.0000000f,120.0000000f,121.0000000f,122.0000000f,123.0000000f,124.0000000f,125.0000000f,126.0000000f,127.0000000f,128.0000000f,129.0000000f,130.0000000f,131.0000000f,132.0000000f,133.0000000f,134.0000000f,135.0000000f,136.0000000f,137.0000000f,138.0000000f,139.0000000f,140.0000000f,141.0000000f,142.0000000f,143.0000000f,144.0000000f,145.0000000f,146.0000000f,147.0000000f,148.0000000f,149.0000000f,150.0000000f,151.0000000f,152.0000000f,153.0000000f,154.0000000f,155.0000000f,156.0000000f,157.0000000f,158.0000000f,159.0000000f,160.0000000f,161.0000000f,162.0000000f,163.0000000f,164.0000000f,165.0000000f,166.0000000f,167.0000000f,168.0000000f,169.0000000f,170.0000000f,171.0000000f,172.0000000f,173.0000000f,174.0000000f,175.0000000f,176.0000000f,177.0000000f,178.0000000f,179.0000000f,180.0000000f,181.0000000f,182.0000000f,183.0000000f,184.0000000f,185.0000000f,186.0000000f,187.0000000f,188.0000000f,189.0000000f,190.0000000f,191.0000000f,192.0000000f,193.0000000f,194.0000000f,195.0000000f,196.0000000f,197.0000000f,198.0000000f,199.0000000f,200.0000000f,201.0000000f,202.0000000f,203.0000000f,204.0000000f,205.0000000f,206.0000000f,207.0000000f,208.0000000f,209.0000000f,210.0000000f,211.0000000f,212.0000000f,213.0000000f,214.0000000f,215.0000000f,216.0000000f,217.0000000f,218.0000000f,219.0000000f,220.0000000f,221.0000000f,222.0000000f,223.0000000f,224.0000000f,225.0000000f,226.0000000f,227.0000000f,228.0000000f,229.0000000f,230.0000000f,231.0000000f,232.0000000f,233.0000000f,234.0000000f,235.0000000f,236.0000000f,237.0000000f,238.0000000f,239.0000000f,240.0000000f,241.0000000f,242.0000000f,243.0000000f,244.0000000f,245.0000000f,246.0000000f,247.0000000f,248.0000000f,249.0000000f,250.0000000f};
ResultI = new float[]{250.0000000f,249.0000000f,248.0000000f,247.0000000f,246.0000000f,245.0000000f,244.0000000f,243.0000000f,242.0000000f,241.0000000f,240.0000000f,239.0000000f,238.0000000f,237.0000000f,236.0000000f,235.0000000f,234.0000000f,233.0000000f,232.0000000f,231.0000000f,230.0000000f,229.0000000f,228.0000000f,227.0000000f,226.0000000f,225.0000000f,224.0000000f,223.0000000f,222.0000000f,221.0000000f,220.0000000f,219.0000000f,218.0000000f,217.0000000f,216.0000000f,215.0000000f,214.0000000f,213.0000000f,212.0000000f,211.0000000f,210.0000000f,209.0000000f,208.0000000f,207.0000000f,206.0000000f,205.0000000f,204.0000000f,203.0000000f,202.0000000f,201.0000000f,200.0000000f,199.0000000f,198.0000000f,197.0000000f,196.0000000f,195.0000000f,194.0000000f,193.0000000f,192.0000000f,191.0000000f,190.0000000f,189.0000000f,188.0000000f,187.0000000f,186.0000000f,185.0000000f,184.0000000f,183.0000000f,182.0000000f,181.0000000f,180.0000000f,179.0000000f,178.0000000f,177.0000000f,176.0000000f,175.0000000f,174.0000000f,173.0000000f,172.0000000f,171.0000000f,170.0000000f,169.0000000f,168.0000000f,167.0000000f,166.0000000f,165.0000000f,164.0000000f,163.0000000f,162.0000000f,161.0000000f,160.0000000f,159.0000000f,158.0000000f,157.0000000f,156.0000000f,155.0000000f,154.0000000f,153.0000000f,152.0000000f,151.0000000f,150.0000000f,149.0000000f,148.0000000f,147.0000000f,146.0000000f,145.0000000f,144.0000000f,143.0000000f,142.0000000f,141.0000000f,140.0000000f,139.0000000f,138.0000000f,137.0000000f,136.0000000f,135.0000000f,134.0000000f,133.0000000f,132.0000000f,131.0000000f,130.0000000f,129.0000000f,128.0000000f,127.0000000f,126.0000000f,125.0000000f,124.0000000f,123.0000000f,122.0000000f,121.0000000f,120.0000000f,119.0000000f,118.0000000f,117.0000000f,116.0000000f,115.0000000f,114.0000000f,113.0000000f,112.0000000f,111.0000000f,110.0000000f,109.0000000f,108.0000000f,107.0000000f,106.0000000f,105.0000000f,104.0000000f,103.0000000f,102.0000000f,101.0000000f,100.0000000f,99.0000000f,98.0000000f,97.0000000f,96.0000000f,95.0000000f,94.0000000f,93.0000000f,92.0000000f,91.0000000f,90.0000000f,89.0000000f,88.0000000f,87.0000000f,86.0000000f,85.0000000f,84.0000000f,83.0000000f,82.0000000f,81.0000000f,80.0000000f,79.0000000f,78.0000000f,77.0000000f,76.0000000f,75.0000000f,74.0000000f,73.0000000f,72.0000000f,71.0000000f,70.0000000f,69.0000000f,68.0000000f,67.0000000f,66.0000000f,65.0000000f,64.0000000f,63.0000000f,62.0000000f,61.0000000f,60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,10,5));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,315.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,340.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,365.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,390.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,415.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,440.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,465.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,490.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,515.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,540.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,565.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,590.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,615.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,640.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,665.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,690.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,715.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,740.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,765.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,790.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,815.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,840.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,865.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,890.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,915.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,940.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,965.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,990.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1015.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1040.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1065.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1090.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{1240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1090.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1065.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1040.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1015.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,990.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,965.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,940.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,915.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,890.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,865.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,840.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,815.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,790.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,765.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,740.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,715.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,690.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,665.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,640.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,615.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,590.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,565.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,540.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,515.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,490.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,465.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,440.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,415.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,390.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,365.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,340.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,315.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,315.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,340.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,365.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,390.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,415.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,440.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,465.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,490.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,515.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,540.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,565.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,590.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,615.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,640.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,665.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,690.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,715.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,740.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,765.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,790.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,815.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,840.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,865.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,890.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,915.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,940.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,965.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,990.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1015.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1040.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1065.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1090.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,1240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{1240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1090.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1065.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1040.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,1015.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,990.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,965.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,940.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,915.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,890.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,865.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,840.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,815.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,790.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,765.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,740.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,715.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,690.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,665.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,640.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,615.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,590.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,565.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,540.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,515.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,490.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,465.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,440.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,415.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,390.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,365.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,340.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,315.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new float[]{235.0000000f,245.0000000f,255.0000000f,265.0000000f,275.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,735.0000000f,745.0000000f,755.0000000f,765.0000000f,775.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,1235.0000000f,1245.0000000f,1255.0000000f,1265.0000000f,1275.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,1735.0000000f,1745.0000000f,1755.0000000f,1765.0000000f,1775.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,2235.0000000f,2245.0000000f,2255.0000000f,2265.0000000f,2275.0000000f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,51.9420884f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-6.8364368f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-25.0000000f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-43.1635632f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f,-101.9420884f};
ResultI = new float[]{2275.0000000f,2265.0000000f,2255.0000000f,2245.0000000f,2235.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,1775.0000000f,1765.0000000f,1755.0000000f,1745.0000000f,1735.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,1275.0000000f,1265.0000000f,1255.0000000f,1245.0000000f,1235.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,775.0000000f,765.0000000f,755.0000000f,745.0000000f,735.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,275.0000000f,265.0000000f,255.0000000f,245.0000000f,235.0000000f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,101.9420884f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,43.1635632f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,25.0000000f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,6.8364368f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f,-51.9420884f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new float[]{1275.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,3775.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,6275.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,8775.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,11275.0000000f,9.4095480f,-16.8770076f,-33.1229924f,-59.4095480f,259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{11275.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,8775.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,6275.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,3775.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1275.0000000f,59.4095480f,33.1229924f,16.8770076f,-9.4095480f,509.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,297.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,215.8178160f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,165.6149620f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,125.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,84.3850380f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,34.1821840f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-47.0477401f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-259.7104421f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new float[]{505.0000000f,510.0000000f,515.0000000f,520.0000000f,525.0000000f,530.0000000f,535.0000000f,540.0000000f,545.0000000f,550.0000000f,555.0000000f,560.0000000f,565.0000000f,570.0000000f,575.0000000f,580.0000000f,585.0000000f,590.0000000f,595.0000000f,600.0000000f,605.0000000f,610.0000000f,615.0000000f,620.0000000f,625.0000000f,630.0000000f,635.0000000f,640.0000000f,645.0000000f,650.0000000f,655.0000000f,660.0000000f,665.0000000f,670.0000000f,675.0000000f,680.0000000f,685.0000000f,690.0000000f,695.0000000f,700.0000000f,705.0000000f,710.0000000f,715.0000000f,720.0000000f,725.0000000f,730.0000000f,735.0000000f,740.0000000f,745.0000000f,750.0000000f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,47.0477401f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-84.3850380f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-165.6149620f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f,-297.0477401f};
ResultI = new float[]{750.0000000f,745.0000000f,740.0000000f,735.0000000f,730.0000000f,725.0000000f,720.0000000f,715.0000000f,710.0000000f,705.0000000f,700.0000000f,695.0000000f,690.0000000f,685.0000000f,680.0000000f,675.0000000f,670.0000000f,665.0000000f,660.0000000f,655.0000000f,650.0000000f,645.0000000f,640.0000000f,635.0000000f,630.0000000f,625.0000000f,620.0000000f,615.0000000f,610.0000000f,605.0000000f,600.0000000f,595.0000000f,590.0000000f,585.0000000f,580.0000000f,575.0000000f,570.0000000f,565.0000000f,560.0000000f,555.0000000f,550.0000000f,545.0000000f,540.0000000f,535.0000000f,530.0000000f,525.0000000f,520.0000000f,515.0000000f,510.0000000f,505.0000000f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,297.0477401f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,165.6149620f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,84.3850380f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f,-47.0477401f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new float[]{31375.0000000f,47.0477401f,-84.3850380f,-165.6149620f,-297.0477401f,1298.5522107f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,235.2387003f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-170.9109200f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-421.9251899f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-625.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-828.0748101f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1079.0890800f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1485.2387003f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-2548.5522107f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,2352.3870029f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-4219.2518985f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-8280.7481015f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-14852.3870029f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{31375.0000000f,297.0477401f,165.6149620f,84.3850380f,-47.0477401f,2548.5522107f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1485.2387003f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1079.0890800f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,828.0748101f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,625.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,421.9251899f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,170.9109200f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-235.2387003f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-1298.5522107f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,14852.3870029f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,8280.7481015f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,4219.2518985f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-2352.3870029f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,10,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 28

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_4_3_1__ALONG1_4(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f};
ResultI = new float[]{60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,4,3));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 0, 1e4f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,140.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,165.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,190.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,215.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,240.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,265.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,290.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{290.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,265.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,240.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,215.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,190.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,165.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,140.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 1, 1e4f);
ResultR = new float[]{34.0000000f,38.0000000f,42.0000000f,46.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,114.0000000f,118.0000000f,122.0000000f,126.0000000f,130.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,194.0000000f,198.0000000f,202.0000000f,206.0000000f,210.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-10.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f,-20.0000000f};
ResultI = new float[]{210.0000000f,206.0000000f,202.0000000f,198.0000000f,194.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,130.0000000f,126.0000000f,122.0000000f,118.0000000f,114.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,46.0000000f,42.0000000f,38.0000000f,34.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,20.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,10.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 1, 1e4f);
ResultR = new float[]{210.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,610.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,1010.0000000f,3.7638192f,-6.7508030f,-13.2491970f,-23.7638192f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1010.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,610.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,210.0000000f,23.7638192f,13.2491970f,6.7508030f,-3.7638192f,100.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,50.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 2, 1e4f);
ResultR = new float[]{63.0000000f,66.0000000f,69.0000000f,72.0000000f,75.0000000f,78.0000000f,81.0000000f,84.0000000f,87.0000000f,90.0000000f,93.0000000f,96.0000000f,99.0000000f,102.0000000f,105.0000000f,108.0000000f,111.0000000f,114.0000000f,117.0000000f,120.0000000f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-12.6794919f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f,-47.3205081f};
ResultI = new float[]{120.0000000f,117.0000000f,114.0000000f,111.0000000f,108.0000000f,105.0000000f,102.0000000f,99.0000000f,96.0000000f,93.0000000f,90.0000000f,87.0000000f,84.0000000f,81.0000000f,78.0000000f,75.0000000f,72.0000000f,69.0000000f,66.0000000f,63.0000000f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,47.3205081f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f,12.6794919f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 2, 1e4f);
ResultR = new float[]{1830.0000000f,11.2914576f,-20.2524091f,-39.7475909f,-71.2914576f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1830.0000000f,71.2914576f,39.7475909f,20.2524091f,-11.2914576f,300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 3, 1e4f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f};
ResultI = new float[]{60.0000000f,59.0000000f,58.0000000f,57.0000000f,56.0000000f,55.0000000f,54.0000000f,53.0000000f,52.0000000f,51.0000000f,50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheck(fft, A, Result, 3, 1e4f);
ResultR = new float[]{1830.0000000f,11.2914576f,-20.2524091f,-39.7475909f,-71.2914576f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1830.0000000f,71.2914576f,39.7475909f,20.2524091f,-11.2914576f,300.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,150.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,946.4101615f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,253.5898385f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,4,3));
forwBackwGenCheckND(fft, A, Result, 4, 1e4f);
}

Exemplo n.º 29

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d5_1_5__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f};
ResultI = new float[]{25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(5,1,5));
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f};
ResultI = new float[]{25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new float[]{15.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,40.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,65.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,90.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f,115.0000000f,0.9409548f,-1.6877008f,-3.3122992f,-5.9409548f};
ResultI = new float[]{115.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,90.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,65.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,40.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f,15.0000000f,5.9409548f,3.3122992f,1.6877008f,-0.9409548f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new float[]{55.0000000f,60.0000000f,65.0000000f,70.0000000f,75.0000000f,4.7047740f,4.7047740f,4.7047740f,4.7047740f,4.7047740f,-8.4385038f,-8.4385038f,-8.4385038f,-8.4385038f,-8.4385038f,-16.5614962f,-16.5614962f,-16.5614962f,-16.5614962f,-16.5614962f,-29.7047740f,-29.7047740f,-29.7047740f,-29.7047740f,-29.7047740f};
ResultI = new float[]{75.0000000f,70.0000000f,65.0000000f,60.0000000f,55.0000000f,29.7047740f,29.7047740f,29.7047740f,29.7047740f,29.7047740f,16.5614962f,16.5614962f,16.5614962f,16.5614962f,16.5614962f,8.4385038f,8.4385038f,8.4385038f,8.4385038f,8.4385038f,-4.7047740f,-4.7047740f,-4.7047740f,-4.7047740f,-4.7047740f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new float[]{325.0000000f,4.7047740f,-8.4385038f,-16.5614962f,-29.7047740f,23.5238700f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-42.1925190f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-82.8074810f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-148.5238700f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{325.0000000f,29.7047740f,16.5614962f,8.4385038f,-4.7047740f,148.5238700f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,82.8074810f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,42.1925190f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-23.5238700f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(5,1,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 30

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d10_30_11__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f,51.0000000f,52.0000000f,53.0000000f,54.0000000f,55.0000000f,56.0000000f,57.0000000f,58.0000000f,59.0000000f,60.0000000f,61.0000000f,62.0000000f,63.0000000f,64.0000000f,65.0000000f,66.0000000f,67.0000000f,68.0000000f,69.0000000f,70.0000000f,71.0000000f,72.0000000f,73.0000000f,74.0000000f,75.0000000f,76.0000000f,77.0000000f,78.0000000f,79.0000000f,80.0000000f,81.0000000f,82.0000000f,83.0000000f,84.0000000f,85.0000000f,86.0000000f,87.0000000f,88.0000000f,89.0000000f,90.0000000f,91.0000000f,92.0000000f,93.0000000f,94.0000000f,95.0000000f,96.0000000f,97.0000000f,98.0000000f,99.0000000f,100.0000000f,101.0000000f,102.0000000f,103.0000000f,104.0000000f,105.0000000f,106.0000000f,107.0000000f,108.0000000f,109.0000000f,110.0000000f,111.0000000f,112.0000000f,113.0000000f,114.0000000f,115.0000000f,116.0000000f,117.0000000f,118.0000000f,119.0000000f,120.0000000f,121.0000000f,122.0000000f,123.0000000f,124.0000000f,125.0000000f,126.0000000f,127.0000000f,128.0000000f,129.0000000f,130.0000000f,131.0000000f,132.0000000f,133.0000000f,134.0000000f,135.0000000f,136.0000000f,137.0000000f,138.0000000f,139.0000000f,140.0000000f,141.0000000f,142.0000000f,143.0000000f,144.0000000f,145.0000000f,146.0000000f,147.0000000f,148.0000000f,149.0000000f,150.0000000f,151.0000000f,152.0000000f,153.0000000f,154.0000000f,155.0000000f,156.0000000f,157.0000000f,158.0000000f,159.0000000f,160.0000000f,161.0000000f,162.0000000f,163.0000000f,164.0000000f,165.0000000f,166.0000000f,167.0000000f,168.0000000f,169.0000000f,170.0000000f,171.0000000f,172.0000000f,173.0000000f,174.0000000f,175.0000000f,176.0000000f,177.0000000f,178.0000000f,179.0000000f,180.0000000f,181.0000000f,182.0000000f,183.0000000f,184.0000000f,185.0000000f,186.0000000f,187.0000000f,188.0000000f,189.0000000f,190.0000000f,191.0000000f,192.0000000f,193.0000000f,194.0000000f,195.0000000f,196.0000000f,197.0000000f,198.0000000f,199.0000000f,200.0000000f,201.0000000f,202.0000000f,203.0000000f,204.0000000f,205.0000000f,206.0000000f,207.0000000f,208.0000000f,209.0000000f,210.0000000f,211.0000000f,212.0000000f,213.0000000f,214.0000000f,215.0000000f,216.0000000f,217.0000000f,218.0000000f,219.0000000f,220.0000000f,221.0000000f,222.0000000f,223.0000000f,224.0000000f,225.0000000f,226.0000000f,227.0000000f,228.0000000f,229.0000000f,230.0000000f,231.0000000f,232.0000000f,233.0000000f,234.0000000f,235.0000000f,236.0000000f,237.0000000f,238.0000000f,239.0000000f,240.0000000f,241.0000000f,242.0000000f,243.0000000f,244.0000000f,245.0000000f,246.0000000f,247.0000000f,248.0000000f,249.0000000f,250.0000000f,251.0000000f,252.0000000f,253.0000000f,254.0000000f,255.0000000f,256.0000000f,257.0000000f,258.0000000f,259.0000000f,260.0000000f,261.0000000f,262.0000000f,263.0000000f,264.0000000f,265.0000000f,266.0000000f,267.0000000f,268.0000000f,269.0000000f,270.0000000f,271.0000000f,272.0000000f,273.0000000f,274.0000000f,275.0000000f,276.0000000f,277.0000000f,278.0000000f,279.0000000f,280.0000000f,281.0000000f,282.0000000f,283.0000000f,284.0000000f,285.0000000f,286.0000000f,287.0000000f,288.0000000f,289.0000000f,290.0000000f,291.0000000f,292.0000000f,293.0000000f,294.0000000f,295.0000000f,296.0000000f,297.0000000f,298.0000000f,299.0000000f,300.0000000f,301.0000000f,302.0000000f,303.0000000f,304.0000000f,305.0000000f,306.0000000f,307.0000000f,308.0000000f,309.0000000f,310.0000000f,311.0000000f,312.0000000f,313.0000000f,314.0000000f,315.0000000f,316.0000000f,317.0000000f,318.0000000f,319.0000000f,320.0000000f,321.0000000f,322.0000000f,323.0000000f,324.0000000f,325.0000000f,326.0000000f,327.0000000f,328.0000000f,329.0000000f,330.0000000f,331.0000000f,332.0000000f,333.0000000f,334.0000000f,335.0000000f,336.0000000f,337.0000000f,338.0000000f,339.0000000f,340.0000000f,341.0000000f,342.0000000f,343.0000000f,344.0000000f,345.0000000f,346.0000000f,347.0000000f,348.0000000f,349.0000000f,350.0000000f,351.0000000f,352.0000000f,353.0000000f,354.0000000f,355.0000000f,356.0000000f,357.0000000f,358.0000000f,359.0000000f,360.0000000f,361.0000000f,362.0000000f,363.0000000f,364.0000000f,365.0000000f,366.0000000f,367.0000000f,368.0000000f,369.0000000f,370.0000000f,371.0000000f,372.0000000f,373.0000000f,374.0000000f,375.0000000f,376.0000000f,377.0000000f,378.0000000f,379.0000000f,380.0000000f,381.0000000f,382.0000000f,383.0000000f,384.0000000f,385.0000000f,386.0000000f,387.0000000f,388.0000000f,389.0000000f,390.0000000f,391.0000000f,392.0000000f,393.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0f,3294.0000000f,3295.0000000f,3296.0000000f,3297.0000000f,3298.0000000f,3299.0000000f,3300.0000000f};
ResultI = new 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A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(10,30,11));
ResultR = new 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ResultI = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new 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ResultI = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new 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ResultI = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new 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Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(10,30,11));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 31

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d1_10_5__ALONG1_3(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f};
ResultI = new float[]{50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(1,10,5));
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f};
ResultI = new float[]{50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f,21.0000000f,22.0000000f,23.0000000f,24.0000000f,25.0000000f,26.0000000f,27.0000000f,28.0000000f,29.0000000f,30.0000000f,31.0000000f,32.0000000f,33.0000000f,34.0000000f,35.0000000f,36.0000000f,37.0000000f,38.0000000f,39.0000000f,40.0000000f,41.0000000f,42.0000000f,43.0000000f,44.0000000f,45.0000000f,46.0000000f,47.0000000f,48.0000000f,49.0000000f,50.0000000f};
ResultI = new float[]{50.0000000f,49.0000000f,48.0000000f,47.0000000f,46.0000000f,45.0000000f,44.0000000f,43.0000000f,42.0000000f,41.0000000f,40.0000000f,39.0000000f,38.0000000f,37.0000000f,36.0000000f,35.0000000f,34.0000000f,33.0000000f,32.0000000f,31.0000000f,30.0000000f,29.0000000f,28.0000000f,27.0000000f,26.0000000f,25.0000000f,24.0000000f,23.0000000f,22.0000000f,21.0000000f,20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new float[]{55.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,155.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,255.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,355.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,455.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f};
ResultI = new float[]{455.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,355.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,255.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,155.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,55.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new float[]{55.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,155.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,255.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,355.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f,455.0000000f,10.3884177f,1.8819096f,-1.3672874f,-3.3754015f,-5.0000000f,-6.6245985f,-8.6327126f,-11.8819096f,-20.3884177f};
ResultI = new float[]{455.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,355.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,255.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,155.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f,55.0000000f,20.3884177f,11.8819096f,8.6327126f,6.6245985f,5.0000000f,3.3754015f,1.3672874f,-1.8819096f,-10.3884177f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new float[]{105.0000000f,110.0000000f,115.0000000f,120.0000000f,125.0000000f,130.0000000f,135.0000000f,140.0000000f,145.0000000f,150.0000000f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,9.4095480f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-16.8770076f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-33.1229924f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f,-59.4095480f};
ResultI = new float[]{150.0000000f,145.0000000f,140.0000000f,135.0000000f,130.0000000f,125.0000000f,120.0000000f,115.0000000f,110.0000000f,105.0000000f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,59.4095480f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,33.1229924f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,16.8770076f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f,-9.4095480f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new float[]{1275.0000000f,51.9420884f,9.4095480f,-6.8364368f,-16.8770076f,-25.0000000f,-33.1229924f,-43.1635632f,-59.4095480f,-101.9420884f,94.0954801f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-168.7700759f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-331.2299241f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-594.0954801f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{1275.0000000f,101.9420884f,59.4095480f,43.1635632f,33.1229924f,25.0000000f,16.8770076f,6.8364368f,-9.4095480f,-51.9420884f,594.0954801f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,331.2299241f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,168.7700759f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,-94.0954801f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(1,10,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}

Exemplo n.º 32

Arquivo: TEST_IILFFT_fcomplex_fcomplex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d4_5__ALONG1_2(IILFFT fft) { 
ILArray<float> ResultR,ResultI; 
ILArray<fcomplex> A; 
ILArray<fcomplex> B, Result;
ResultR = new float[]{1.0000000f,2.0000000f,3.0000000f,4.0000000f,5.0000000f,6.0000000f,7.0000000f,8.0000000f,9.0000000f,10.0000000f,11.0000000f,12.0000000f,13.0000000f,14.0000000f,15.0000000f,16.0000000f,17.0000000f,18.0000000f,19.0000000f,20.0000000f};
ResultI = new float[]{20.0000000f,19.0000000f,18.0000000f,17.0000000f,16.0000000f,15.0000000f,14.0000000f,13.0000000f,12.0000000f,11.0000000f,10.0000000f,9.0000000f,8.0000000f,7.0000000f,6.0000000f,5.0000000f,4.0000000f,3.0000000f,2.0000000f,1.0000000f};
A = ILMath.ccomplex(ResultR,ResultI);
A.Reshape(new ILDimension(4,5));
ResultR = new float[]{10.0000000f,0.0000000f,-2.0000000f,-4.0000000f,26.0000000f,0.0000000f,-2.0000000f,-4.0000000f,42.0000000f,0.0000000f,-2.0000000f,-4.0000000f,58.0000000f,0.0000000f,-2.0000000f,-4.0000000f,74.0000000f,0.0000000f,-2.0000000f,-4.0000000f};
ResultI = new float[]{74.0000000f,4.0000000f,2.0000000f,0.0000000f,58.0000000f,4.0000000f,2.0000000f,0.0000000f,42.0000000f,4.0000000f,2.0000000f,0.0000000f,26.0000000f,4.0000000f,2.0000000f,0.0000000f,10.0000000f,4.0000000f,2.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheck(fft, A, Result, 0, 1e2f);
ResultR = new float[]{10.0000000f,0.0000000f,-2.0000000f,-4.0000000f,26.0000000f,0.0000000f,-2.0000000f,-4.0000000f,42.0000000f,0.0000000f,-2.0000000f,-4.0000000f,58.0000000f,0.0000000f,-2.0000000f,-4.0000000f,74.0000000f,0.0000000f,-2.0000000f,-4.0000000f};
ResultI = new float[]{74.0000000f,4.0000000f,2.0000000f,0.0000000f,58.0000000f,4.0000000f,2.0000000f,0.0000000f,42.0000000f,4.0000000f,2.0000000f,0.0000000f,26.0000000f,4.0000000f,2.0000000f,0.0000000f,10.0000000f,4.0000000f,2.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e2f);
ResultR = new float[]{45.0000000f,50.0000000f,55.0000000f,60.0000000f,3.7638192f,3.7638192f,3.7638192f,3.7638192f,-6.7508030f,-6.7508030f,-6.7508030f,-6.7508030f,-13.2491970f,-13.2491970f,-13.2491970f,-13.2491970f,-23.7638192f,-23.7638192f,-23.7638192f,-23.7638192f};
ResultI = new float[]{60.0000000f,55.0000000f,50.0000000f,45.0000000f,23.7638192f,23.7638192f,23.7638192f,23.7638192f,13.2491970f,13.2491970f,13.2491970f,13.2491970f,6.7508030f,6.7508030f,6.7508030f,6.7508030f,-3.7638192f,-3.7638192f,-3.7638192f,-3.7638192f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheck(fft, A, Result, 1, 1e2f);
ResultR = new float[]{210.0000000f,0.0000000f,-10.0000000f,-20.0000000f,15.0552768f,0.0000000f,0.0000000f,0.0000000f,-27.0032122f,0.0000000f,0.0000000f,0.0000000f,-52.9967878f,0.0000000f,0.0000000f,0.0000000f,-95.0552768f,0.0000000f,0.0000000f,0.0000000f};
ResultI = new float[]{210.0000000f,20.0000000f,10.0000000f,0.0000000f,95.0552768f,0.0000000f,0.0000000f,0.0000000f,52.9967878f,0.0000000f,0.0000000f,0.0000000f,27.0032122f,0.0000000f,0.0000000f,0.0000000f,-15.0552768f,0.0000000f,0.0000000f,0.0000000f};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(4,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e2f);
}

Exemplo n.º 33

Arquivo: TEST_IILFFT_double_complex.cs Projeto: wdxa/ILNumerics

private static void TEST_FFT1d14_5_1__ALONG1_3(IILFFT fft) { 
ILArray<double> ResultR,ResultI, A;
ILArray<complex> B, Result;
A = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000,61.000000000000000,62.000000000000000,63.000000000000000,64.000000000000000,65.000000000000000,66.000000000000000,67.000000000000000,68.000000000000000,69.000000000000000,70.000000000000000};
A.Reshape(new ILDimension(14,5));
ResultR = new double[]{105.000000000000000,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,301.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,497.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,693.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,889.000000000000000,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000};
ResultI = new double[]{0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 0, 1e3f);
ResultR = new double[]{105.000000000000000,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,-7.000000000000004,-7.000000000000000,301.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,497.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,693.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,-7.000000000000000,889.000000000000000,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000,-7.000000000000057,-7.000000000000000};
ResultI = new double[]{0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762,0.000000000000000,30.669003872743762,14.535649776006355,8.777722363638926,5.582313722176830,3.371022331652700,1.597704320731050,0.000000000000000,-1.597704320731050,-3.371022331652700,-5.582313722176830,-8.777722363638926,-14.535649776006355,-30.669003872743762};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 1, 1e3f);
ResultR = new double[]{145.000000000000000,150.000000000000000,155.000000000000000,160.000000000000000,165.000000000000000,170.000000000000000,175.000000000000000,180.000000000000000,185.000000000000000,190.000000000000000,195.000000000000000,200.000000000000000,205.000000000000000,210.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000,-35.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,48.173367216491073,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-11.372189368151721,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073,-48.173367216491073};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 1, 1e3f);
ResultR = new double[]{2485.000000000000000,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-490.000000000000000,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-490.000000000000000,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,-490.000000000000000,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,-490.000000000000000,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000};
ResultI = new double[]{0.000000000000000,153.345019363718820,72.678248880031774,43.888611818194633,27.911568610884146,16.855111658263500,7.988521603655250,0.000000000000000,-7.988521603655250,-16.855111658263500,-27.911568610884146,-43.888611818194633,-72.678248880031774,-153.345019363718820,674.427141030874960,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,159.210651154124120,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-159.210651154124120,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,-674.427141030874960,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 2, 1e3f);
ResultR = new double[]{1.000000000000000,2.000000000000000,3.000000000000000,4.000000000000000,5.000000000000000,6.000000000000000,7.000000000000000,8.000000000000000,9.000000000000000,10.000000000000000,11.000000000000000,12.000000000000000,13.000000000000000,14.000000000000000,15.000000000000000,16.000000000000000,17.000000000000000,18.000000000000000,19.000000000000000,20.000000000000000,21.000000000000000,22.000000000000000,23.000000000000000,24.000000000000000,25.000000000000000,26.000000000000000,27.000000000000000,28.000000000000000,29.000000000000000,30.000000000000000,31.000000000000000,32.000000000000000,33.000000000000000,34.000000000000000,35.000000000000000,36.000000000000000,37.000000000000000,38.000000000000000,39.000000000000000,40.000000000000000,41.000000000000000,42.000000000000000,43.000000000000000,44.000000000000000,45.000000000000000,46.000000000000000,47.000000000000000,48.000000000000000,49.000000000000000,50.000000000000000,51.000000000000000,52.000000000000000,53.000000000000000,54.000000000000000,55.000000000000000,56.000000000000000,57.000000000000000,58.000000000000000,59.000000000000000,60.000000000000000,61.000000000000000,62.000000000000000,63.000000000000000,64.000000000000000,65.000000000000000,66.000000000000000,67.000000000000000,68.000000000000000,69.000000000000000,70.000000000000000};
ResultI = new double[]{0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheck(fft, A, Result, 2, 1e3f);
ResultR = new double[]{2485.000000000000000,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-35.000000000000057,-35.000000000000000,-490.000000000000000,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-490.000000000000000,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,-490.000000000000000,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,0.000000000000042,0.000000000000000,-490.000000000000000,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000,-0.000000000000021,0.000000000000000};
ResultI = new double[]{0.000000000000000,153.345019363718820,72.678248880031774,43.888611818194633,27.911568610884146,16.855111658263500,7.988521603655250,0.000000000000000,-7.988521603655250,-16.855111658263500,-27.911568610884146,-43.888611818194633,-72.678248880031774,-153.345019363718820,674.427141030874960,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,-0.000000000000054,0.000000000000000,159.210651154124120,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-0.000000000000033,0.000000000000000,-159.210651154124120,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,0.000000000000033,0.000000000000000,-674.427141030874960,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000,0.000000000000054,0.000000000000000};
Result = ILMath.ccomplex(ResultR,ResultI);
Result.Reshape(new ILDimension(14,5));
forwBackwGenCheckND(fft, A, Result, 3, 1e3f);
}