GAN_Training_CycleGAN.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "name": "GAN Training - CycleGAN.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "machine_shape": "hm"
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "PbhBcYa-I4qD",
        "outputId": "b7b97e84-97ff-4006-c4ad-cd82f2537035"
      },
      "source": [
        "# Importing libraries\n",
        "from random import random\n",
        "from numpy import load\n",
        "from numpy import zeros\n",
        "from numpy import ones\n",
        "from numpy import asarray\n",
        "from numpy.random import randint\n",
        "from keras.optimizers import Adam\n",
        "from keras.initializers import RandomNormal\n",
        "from keras.models import Model\n",
        "from keras.models import Input\n",
        "from keras.layers import Conv2D\n",
        "from keras.layers import Conv2DTranspose\n",
        "from keras.layers import LeakyReLU\n",
        "from keras.layers import Activation\n",
        "from keras.layers import Concatenate\n",
        "from keras_contrib.layers.normalization.instancenormalization import InstanceNormalization\n",
        "from matplotlib import pyplot\n",
        " \n",
        "# Defining the discriminator model\n",
        "def defineDiscriminator(imageShape):\n",
        "    # Initialising weight\n",
        "    init = RandomNormal(stddev=0.02)\n",
        "    # Source image input\n",
        "    inputImage = Input(shape=imageShape)\n",
        "    # Convolutional layers\n",
        "    d = Conv2D(64, (4,4), strides=(2,2), padding='same', kernel_initializer=init)(inputImage)\n",
        "    d = LeakyReLU(alpha=0.2)(d)\n",
        "    d = Conv2D(128, (4,4), strides=(2,2), padding='same', kernel_initializer=init)(d)\n",
        "    d = InstanceNormalization(axis=-1)(d)\n",
        "    d = LeakyReLU(alpha=0.2)(d)\n",
        "    d = Conv2D(256, (4,4), strides=(2,2), padding='same', kernel_initializer=init)(d)\n",
        "    d = InstanceNormalization(axis=-1)(d)\n",
        "    d = LeakyReLU(alpha=0.2)(d)\n",
        "    d = Conv2D(512, (4,4), strides=(2,2), padding='same', kernel_initializer=init)(d)\n",
        "    d = InstanceNormalization(axis=-1)(d)\n",
        "    d = LeakyReLU(alpha=0.2)(d)\n",
        "    d = Conv2D(512, (4,4), padding='same', kernel_initializer=init)(d)\n",
        "    d = InstanceNormalization(axis=-1)(d)\n",
        "    d = LeakyReLU(alpha=0.2)(d)\n",
        "    # Patch output\n",
        "    patchOutput = Conv2D(1, (4,4), padding='same', kernel_initializer=init)(d)\n",
        "    # Defining model\n",
        "    model = Model(inputImage, patchOutput)\n",
        "    # Compiling model\n",
        "    model.compile(loss='mse', optimizer=Adam(lr=0.0002, beta_1=0.5), loss_weights=[0.5])\n",
        "    # Returning model to Training function\n",
        "    return model\n",
        " \n",
        "# Defining generator for ResNet block\n",
        "def resnetBlock(nFilters, inputLayer):\n",
        "    # Initialising weight\n",
        "    init = RandomNormal(stddev=0.02)\n",
        "    # Convolutional layers\n",
        "    g = Conv2D(nFilters, (3,3), padding='same', kernel_initializer=init)(inputLayer)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    g = Conv2D(nFilters, (3,3), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    # Concatenating merge channel-wise with input layer\n",
        "    g = Concatenate()([g, inputLayer])\n",
        "    return g\n",
        " \n",
        "# Defining the generator model\n",
        "def defineGenerator(imageShape, nResNet=9):\n",
        "    # Initialising weight\n",
        "    init = RandomNormal(stddev=0.02)\n",
        "    # Source image input\n",
        "    inputImage = Input(shape=imageShape)\n",
        "    # Convolutional layers\n",
        "    g = Conv2D(64, (7,7), padding='same', kernel_initializer=init)(inputImage)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    g = Conv2D(128, (3,3), strides=(2,2), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    g = Conv2D(256, (3,3), strides=(2,2), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    # Repeatedly defining ResNet \n",
        "    for _ in range(nResNet):\n",
        "        # Using ResNet block\n",
        "        g = resnetBlock(256, g)\n",
        "    g = Conv2DTranspose(128, (3,3), strides=(2,2), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    g = Conv2DTranspose(64, (3,3), strides=(2,2), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    g = Activation('relu')(g)\n",
        "    g = Conv2D(3, (7,7), padding='same', kernel_initializer=init)(g)\n",
        "    g = InstanceNormalization(axis=-1)(g)\n",
        "    out_image = Activation('tanh')(g)\n",
        "    # Defining model\n",
        "    model = Model(inputImage, out_image)\n",
        "    # Returning model to Training function\n",
        "    return model\n",
        " \n",
        "# Defining a composite model for updating generators by adversarial and cycle loss\n",
        "def defineCompositeModel(gModel1, dModel, gModel2, imageShape):\n",
        "    # Ensuring the model we're updating is trainable\n",
        "    gModel1.trainable = True\n",
        "    # Marking discriminator as not trainable\n",
        "    dModel.trainable = False\n",
        "    # Marking the other generator model as not trainable\n",
        "    gModel2.trainable = False\n",
        "    # Discriminator element\n",
        "    inputGenerator = Input(shape=imageShape)\n",
        "    generator1Output = gModel1(inputGenerator)\n",
        "    outputD = dModel(generator1Output)\n",
        "    # Identity element\n",
        "    inputID = Input(shape=imageShape)\n",
        "    outputID = gModel1(inputID)\n",
        "    # Forward cycle\n",
        "    outputF = gModel2(generator1Output)\n",
        "    # Backward cycle\n",
        "    generator2Output = gModel2(inputID)\n",
        "    outputB = gModel1(generator2Output)\n",
        "    # Define model graph\n",
        "    model = Model([inputGenerator, inputID], [outputD, outputID, outputF, outputB])\n",
        "    # Define optimization algorithm configuration\n",
        "    optimizer = Adam(lr=0.0002, beta_1=0.5)\n",
        "    # compile model with weighting of least squares loss and L1 loss\n",
        "    model.compile(loss=['mse', 'mae', 'mae', 'mae'], loss_weights=[1, 5, 10, 10], optimizer=optimizer)\n",
        "    return model\n",
        " \n",
        "# Loading and preparing training images\n",
        "def loadRealSamples(filename):\n",
        "    # Load the dataset\n",
        "    data = load(filename)\n",
        "    # Unpacking arrays\n",
        "    X1, X2 = data['arr_0'], data['arr_1']\n",
        "    # Scale from [0,255] to [-1,1]\n",
        "    X1 = (X1 - 127.5) / 127.5\n",
        "    X2 = (X2 - 127.5) / 127.5\n",
        "    return [X1, X2]\n",
        " \n",
        "# Selecting a batch of random samples, returns images and target\n",
        "def generateRealSamples(dataset, nSamples, patchShape):\n",
        "    # Choose random instances\n",
        "    ix = randint(0, dataset.shape[0], nSamples)\n",
        "    # Retrieve selected images\n",
        "    X = dataset[ix]\n",
        "    # Generate real class labels\n",
        "    y = ones((nSamples, patchShape, patchShape, 1))\n",
        "    return X, y\n",
        " \n",
        "# Generating a batch of images, returns images and targets\n",
        "def generateFakeSamples(gModel, dataset, patchShape):\n",
        "    # Generate fake instance\n",
        "    X = gModel.predict(dataset)\n",
        "    # Generating fake class labels\n",
        "    y = zeros((len(X), patchShape, patchShape, 1))\n",
        "    return X, y\n",
        " \n",
        "# Saving the generator models to file\n",
        "def saveModels(step, gModelAToB, gModelBToA):\n",
        "    # Save the first generator model\n",
        "    fileName1 = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_%06d.h5' % (step+1)\n",
        "    gModelAToB.save(fileName1)\n",
        "    # Save the second generator model\n",
        "    fileName2 = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_image_src%06d.h5' % (step+1)\n",
        "    gModelBToA.save(fileName2)\n",
        "    print('> Saved: %s and %s' % (fileName1, fileName2))\n",
        " \n",
        "# Generating samples and save as a plot and save the model\n",
        "def summarizePerformance(step, gModel, trainX, name, nSamples=5):\n",
        "    # Select a sample of input images\n",
        "    XIn, _ = generateRealSamples(trainX, nSamples, 0)\n",
        "    # Generate translated images\n",
        "    XOut, _ = generateFakeSamples(gModel, XIn, 0)\n",
        "    # Scale all pixels from [-1,1] to [0,1]\n",
        "    XIn = (XIn + 1) / 2.0\n",
        "    XOut = (XOut + 1) / 2.0\n",
        "    # Plot real images\n",
        "    for i in range(nSamples):\n",
        "        pyplot.subplot(2, nSamples, 1 + i)\n",
        "        pyplot.axis('off')\n",
        "        pyplot.imshow(XIn[i])\n",
        "    # Plot translated image\n",
        "    for i in range(nSamples):\n",
        "        pyplot.subplot(2, nSamples, 1 + nSamples + i)\n",
        "        pyplot.axis('off')\n",
        "        pyplot.imshow(XOut[i])\n",
        "    # Save plot to file\n",
        "    fileName1 = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cycle_gan_scratch_testing_%s_generated_plot_%06d.png' % (name, (step+1))\n",
        "    pyplot.savefig(fileName1)\n",
        "    pyplot.close()\n",
        " \n",
        "# Updating image pool for fake images\n",
        "def updateImagePool(pool, images, maxSize=50):\n",
        "    selected = list()\n",
        "    for image in images:\n",
        "        if len(pool) < maxSize:\n",
        "            # Stock the pool\n",
        "            pool.append(image)\n",
        "            selected.append(image)\n",
        "        elif random() < 0.5:\n",
        "            # Use image, but don't add it to the pool\n",
        "            selected.append(image)\n",
        "        else:\n",
        "            # Replace an existing image and use replaced image\n",
        "            ix = randint(0, len(pool))\n",
        "            selected.append(pool[ix])\n",
        "            pool[ix] = image\n",
        "    return asarray(selected)\n",
        " \n",
        "# Training cyclegan models\n",
        "def train(dModelA, dModelB, gModelAToB, gModelBToA, cModelAToB, cModelBToA, dataset):\n",
        "    # Define properties of the training run\n",
        "    nEpochs, nBatch, = 60, 1\n",
        "    # Determine the output square shape of the discriminator\n",
        "    nPatch = dModelA.output_shape[1]\n",
        "    # Unpack dataset\n",
        "    trainA, trainB = dataset\n",
        "    # Prepare image pool for fakes\n",
        "    poolA, poolB = list(), list()\n",
        "    # Calculate the number of batches per training epoch\n",
        "    batchPerEpoch = int(len(trainA) / nBatch)\n",
        "    # Calculate the number of training iterations\n",
        "    nSteps = batchPerEpoch * nEpochs\n",
        "    print(nSteps)\n",
        "    # Manually enumerate epochs\n",
        "    for i in range(nSteps):\n",
        "        # Select a batch of real samples\n",
        "        XRealA, yRealA = generateRealSamples(trainA, nBatch, nPatch)\n",
        "        XRealB, yRealB = generateRealSamples(trainB, nBatch, nPatch)\n",
        "        # Generate a batch of fake samples\n",
        "        XFakeA, yFakeA = generateFakeSamples(gModelBToA, XRealB, nPatch)\n",
        "        XFakeB, yFakeB = generateFakeSamples(gModelAToB, XRealA, nPatch)\n",
        "        # Update fakes from pool\n",
        "        XFakeA = updateImagePool(poolA, XFakeA)\n",
        "        XFakeB = updateImagePool(poolB, XFakeB)\n",
        "        # Update generator B to A via adversarial and cycle loss\n",
        "        gLoss2, _, _, _, _  = cModelBToA.train_on_batch([XRealB, XRealA], [yRealA, XRealA, XRealB, XRealA])\n",
        "        # Update discriminator for A\n",
        "        dALoss1 = dModelA.train_on_batch(XRealA, yRealA)\n",
        "        dALoss2 = dModelA.train_on_batch(XFakeA, yFakeA)\n",
        "        # Update generator A->B via adversarial and cycle loss\n",
        "        gLoss1, _, _, _, _ = cModelAToB.train_on_batch([XRealA, XRealB], [yRealB, XRealB, XRealA, XRealB])\n",
        "        # Update discriminator for B -> [real/fake]\n",
        "        dBLoss1 = dModelB.train_on_batch(XRealB, yRealB)\n",
        "        dBLoss2 = dModelB.train_on_batch(XFakeB, yFakeB)\n",
        "        # Summarize performance\n",
        "        print('> %d, dA[%.3f,%.3f] dB[%.3f,%.3f] g[%.3f,%.3f]' % (i+1, dALoss1, dALoss2, dBLoss1,dBLoss2, gLoss1, gLoss2))\n",
        "        # Evaluate the model performance every so often\n",
        "        if (i+1) % (batchPerEpoch * 1) == 0:\n",
        "            # Plot A to B translation\n",
        "            summarizePerformance(i, gModelAToB, trainA, 'AtoB')\n",
        "            # Plot B to A translation\n",
        "            summarizePerformance(i, gModelBToA, trainB, 'BtoA')\n",
        "        if (i+1) % (batchPerEpoch * 5) == 0:\n",
        "            # Save the models\n",
        "            saveModels(i, gModelAToB, gModelBToA)\n",
        " \n",
        "# Loading image data\n",
        "dataset = loadRealSamples('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/scratch_testing_damage_vehicles_256.npz')\n",
        "print('Loaded', dataset[0].shape, dataset[1].shape)\n",
        "# Define input shape based on the loaded dataset\n",
        "imageShape = dataset[0].shape[1:]\n",
        "# Creating generator A to B\n",
        "gModelAToB = defineGenerator(imageShape)\n",
        "# Creating generator B to A\n",
        "gModelBToA = defineGenerator(imageShape)\n",
        "# Creating discriminator A\n",
        "dModelA = defineDiscriminator(imageShape)\n",
        "# CReating discriminator B\n",
        "dModelB = defineDiscriminator(imageShape)\n",
        "# Creating composite model A to B\n",
        "cModelAToB = defineCompositeModel(gModelAToB, dModelB, gModelBToA, imageShape)\n",
        "# Creating composite model B to A\n",
        "cModelBToA = defineCompositeModel(gModelBToA, dModelA, gModelAToB, imageShape)\n",
        "# Training models\n",
        "train(dModelA, dModelB, gModelAToB, gModelBToA, cModelAToB, cModelBToA, dataset)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "> 3948, dA[0.009,0.026] dB[0.009,0.019] g[5.159,6.420]\n",
            "> 3949, dA[0.040,0.007] dB[0.006,0.034] g[6.103,6.714]\n",
            "> 3950, dA[0.415,0.180] dB[0.005,0.046] g[4.951,5.044]\n",
            "> 3951, dA[0.035,0.065] dB[0.078,0.035] g[4.275,3.813]\n",
            "> 3952, dA[0.016,0.039] dB[0.010,0.008] g[6.971,7.248]\n",
            "> 3953, dA[0.080,0.032] dB[0.054,0.030] g[3.768,4.471]\n",
            "> 3954, dA[0.031,0.011] dB[0.011,0.073] g[5.869,6.795]\n",
            "> 3955, dA[0.094,0.086] dB[0.025,0.014] g[4.900,4.424]\n",
            "> 3956, dA[0.025,0.038] dB[0.362,0.097] g[5.266,5.581]\n",
            "> 3957, dA[0.297,0.192] dB[0.052,0.202] g[3.940,4.927]\n",
            "> 3958, dA[0.047,0.050] dB[0.026,0.051] g[4.866,4.864]\n",
            "> 3959, dA[0.019,0.019] dB[0.062,0.055] g[7.863,6.514]\n",
            "> 3960, dA[0.213,0.065] dB[0.192,0.101] g[4.614,5.646]\n",
            "> 3961, dA[0.011,0.008] dB[0.112,0.191] g[2.792,3.232]\n",
            "> 3962, dA[0.019,0.043] dB[0.053,0.030] g[4.557,3.996]\n",
            "> 3963, dA[0.055,0.021] dB[0.034,0.021] g[4.064,4.316]\n",
            "> 3964, dA[0.022,0.034] dB[0.188,0.154] g[3.349,4.265]\n",
            "> 3965, dA[0.054,0.167] dB[0.062,0.016] g[2.814,3.608]\n",
            "> 3966, dA[0.197,0.112] dB[0.028,0.116] g[5.578,5.570]\n",
            "> 3967, dA[0.087,0.019] dB[0.055,0.164] g[4.990,4.022]\n",
            "> 3968, dA[0.022,0.020] dB[0.016,0.041] g[6.398,6.254]\n",
            "> 3969, dA[0.182,0.054] dB[0.032,0.042] g[9.959,8.402]\n",
            "> 3970, dA[0.026,0.034] dB[0.067,0.053] g[5.400,6.482]\n",
            "> 3971, dA[0.160,0.018] dB[0.031,0.028] g[12.090,10.018]\n",
            "> 3972, dA[0.019,0.037] dB[0.029,0.034] g[9.733,8.395]\n",
            "> 3973, dA[0.064,0.020] dB[0.002,0.012] g[11.056,9.199]\n",
            "> 3974, dA[0.024,0.049] dB[0.039,0.029] g[5.163,5.912]\n",
            "> 3975, dA[0.012,0.131] dB[0.017,0.009] g[5.613,6.617]\n",
            "> 3976, dA[0.061,0.036] dB[0.012,0.021] g[6.030,7.403]\n",
            "> 3977, dA[0.039,0.273] dB[0.239,0.176] g[7.914,10.363]\n",
            "> 3978, dA[0.060,0.265] dB[0.011,0.067] g[5.875,6.474]\n",
            "> 3979, dA[0.031,0.013] dB[0.041,0.038] g[3.946,4.476]\n",
            "> 3980, dA[0.011,0.009] dB[0.174,0.128] g[3.483,3.870]\n",
            "> 3981, dA[0.170,0.059] dB[0.010,0.030] g[6.048,5.326]\n",
            "> 3982, dA[0.020,0.037] dB[0.098,0.040] g[4.232,4.755]\n",
            "> 3983, dA[0.021,0.010] dB[0.038,0.010] g[12.901,11.588]\n",
            "> 3984, dA[0.325,0.111] dB[0.182,0.031] g[3.667,3.793]\n",
            "> 3985, dA[0.011,0.120] dB[0.009,0.030] g[4.277,4.258]\n",
            "> 3986, dA[0.011,0.021] dB[0.019,0.091] g[9.158,9.589]\n",
            "> 3987, dA[0.075,0.030] dB[0.119,0.016] g[4.197,4.617]\n",
            "> 3988, dA[0.092,0.137] dB[0.008,0.025] g[4.006,4.533]\n",
            "> 3989, dA[0.026,0.010] dB[0.019,0.011] g[4.866,5.336]\n",
            "> 3990, dA[0.073,0.022] dB[0.018,0.011] g[7.636,7.065]\n",
            "> 3991, dA[0.036,0.125] dB[0.402,0.315] g[4.224,6.654]\n",
            "> 3992, dA[0.243,0.092] dB[0.050,0.009] g[4.418,5.487]\n",
            "> 3993, dA[0.139,0.026] dB[0.010,0.085] g[5.156,5.570]\n",
            "> 3994, dA[0.061,0.054] dB[0.145,0.061] g[4.226,4.614]\n",
            "> 3995, dA[0.338,0.343] dB[0.118,0.243] g[2.962,3.031]\n",
            "> 3996, dA[0.164,0.026] dB[0.119,0.044] g[4.014,4.321]\n",
            "> 3997, dA[0.066,0.075] dB[0.040,0.043] g[5.160,4.599]\n",
            "> 3998, dA[0.026,0.016] dB[0.017,0.011] g[13.095,10.442]\n",
            "> 3999, dA[0.047,0.007] dB[0.005,0.023] g[10.566,10.232]\n",
            "> 4000, dA[0.015,0.110] dB[0.367,0.202] g[4.810,5.232]\n",
            "> 4001, dA[0.008,0.021] dB[0.035,0.025] g[5.514,6.172]\n",
            "> 4002, dA[0.175,0.046] dB[0.007,0.029] g[6.224,6.854]\n",
            "> 4003, dA[0.066,0.115] dB[0.015,0.027] g[8.810,7.482]\n",
            "> 4004, dA[0.152,0.118] dB[0.237,0.360] g[3.261,3.923]\n",
            "> 4005, dA[0.017,0.057] dB[0.121,0.223] g[5.491,6.224]\n",
            "> 4006, dA[0.058,0.030] dB[0.216,0.068] g[5.281,4.506]\n",
            "> 4007, dA[0.010,0.015] dB[0.016,0.033] g[4.930,5.278]\n",
            "> 4008, dA[0.045,0.017] dB[0.268,0.082] g[6.038,7.761]\n",
            "> 4009, dA[0.011,0.017] dB[0.048,0.041] g[9.999,8.729]\n",
            "> 4010, dA[0.012,0.009] dB[0.065,0.025] g[6.739,7.165]\n",
            "> 4011, dA[0.294,0.043] dB[0.272,0.065] g[4.116,5.511]\n",
            "> 4012, dA[0.132,0.146] dB[0.043,0.289] g[3.503,3.945]\n",
            "> 4013, dA[0.097,0.047] dB[0.059,0.017] g[9.233,11.146]\n",
            "> 4014, dA[0.062,0.019] dB[0.035,0.041] g[7.995,8.991]\n",
            "> 4015, dA[0.014,0.022] dB[0.023,0.059] g[5.363,4.876]\n",
            "> 4016, dA[0.350,0.320] dB[0.188,0.070] g[3.427,3.961]\n",
            "> 4017, dA[0.012,0.050] dB[0.017,0.055] g[3.939,4.523]\n",
            "> 4018, dA[0.010,0.017] dB[0.027,0.090] g[3.846,5.279]\n",
            "> 4019, dA[0.216,0.055] dB[0.016,0.031] g[3.501,4.020]\n",
            "> 4020, dA[0.027,0.046] dB[0.248,0.010] g[5.976,5.325]\n",
            "> 4021, dA[0.012,0.016] dB[0.182,0.062] g[6.593,8.068]\n",
            "> 4022, dA[0.269,0.054] dB[0.092,0.085] g[6.645,6.903]\n",
            "> 4023, dA[0.009,0.011] dB[0.356,0.084] g[3.359,3.088]\n",
            "> 4024, dA[0.072,0.048] dB[0.009,0.030] g[3.857,4.357]\n",
            "> 4025, dA[0.027,0.031] dB[0.009,0.015] g[9.368,8.430]\n",
            "> 4026, dA[0.048,0.117] dB[0.073,0.046] g[5.534,7.432]\n",
            "> 4027, dA[0.042,0.018] dB[0.063,0.059] g[6.017,8.311]\n",
            "> 4028, dA[0.014,0.010] dB[0.004,0.056] g[9.363,9.833]\n",
            "> 4029, dA[0.097,0.046] dB[0.037,0.023] g[9.092,7.822]\n",
            "> 4030, dA[0.040,0.029] dB[0.019,0.015] g[5.091,5.105]\n",
            "> 4031, dA[0.116,0.034] dB[0.217,0.034] g[4.935,3.830]\n",
            "> 4032, dA[0.125,0.047] dB[0.061,0.046] g[6.621,6.416]\n",
            "> 4033, dA[0.141,0.080] dB[0.034,0.054] g[7.309,6.888]\n",
            "> 4034, dA[0.053,0.236] dB[0.326,0.059] g[5.416,6.463]\n",
            "> 4035, dA[0.064,0.087] dB[0.045,0.025] g[5.701,6.438]\n",
            "> 4036, dA[0.057,0.040] dB[0.030,0.020] g[4.066,6.342]\n",
            "> 4037, dA[0.165,0.026] dB[0.010,0.063] g[7.951,9.597]\n",
            "> 4038, dA[0.289,0.016] dB[0.104,0.073] g[3.256,3.965]\n",
            "> 4039, dA[0.071,0.229] dB[0.283,0.037] g[3.909,3.813]\n",
            "> 4040, dA[0.261,0.006] dB[0.013,0.074] g[4.667,5.248]\n",
            "> 4041, dA[0.030,0.032] dB[0.014,0.017] g[5.992,7.603]\n",
            "> 4042, dA[0.022,0.131] dB[0.274,0.158] g[4.927,5.158]\n",
            "> 4043, dA[0.037,0.018] dB[0.007,0.033] g[7.732,7.753]\n",
            "> 4044, dA[0.059,0.033] dB[0.171,0.057] g[4.042,5.063]\n",
            "> 4045, dA[0.022,0.052] dB[0.016,0.025] g[3.493,4.424]\n",
            "> 4046, dA[0.009,0.042] dB[0.099,0.062] g[6.219,7.740]\n",
            "> 4047, dA[0.113,0.177] dB[0.108,0.218] g[3.406,4.368]\n",
            "> 4048, dA[0.216,0.045] dB[0.031,0.021] g[7.017,5.977]\n",
            "> 4049, dA[0.039,0.176] dB[0.025,0.020] g[3.868,3.876]\n",
            "> 4050, dA[0.108,0.047] dB[0.022,0.167] g[7.683,6.864]\n",
            "> 4051, dA[0.082,0.081] dB[0.063,0.023] g[6.158,6.413]\n",
            "> 4052, dA[0.013,0.033] dB[0.383,0.016] g[4.036,3.646]\n",
            "> 4053, dA[0.056,0.026] dB[0.034,0.298] g[4.814,6.207]\n",
            "> 4054, dA[0.050,0.014] dB[0.030,0.048] g[5.474,5.776]\n",
            "> 4055, dA[0.160,0.110] dB[0.024,0.059] g[3.973,4.296]\n",
            "> 4056, dA[0.037,0.079] dB[0.158,0.012] g[4.259,3.886]\n",
            "> 4057, dA[0.009,0.036] dB[0.084,0.050] g[4.389,4.858]\n",
            "> 4058, dA[0.040,0.016] dB[0.011,0.241] g[3.313,4.623]\n",
            "> 4059, dA[0.317,0.208] dB[0.059,0.057] g[3.245,4.375]\n",
            "> 4060, dA[0.096,0.050] dB[0.066,0.126] g[4.371,4.214]\n",
            "> 4061, dA[0.017,0.018] dB[0.063,0.035] g[9.317,9.916]\n",
            "> 4062, dA[0.137,0.025] dB[0.031,0.053] g[5.909,5.854]\n",
            "> 4063, dA[0.018,0.031] dB[0.114,0.020] g[3.794,4.185]\n",
            "> 4064, dA[0.030,0.044] dB[0.027,0.054] g[6.416,5.875]\n",
            "> 4065, dA[0.289,0.060] dB[0.014,0.022] g[2.842,4.567]\n",
            "> 4066, dA[0.060,0.398] dB[0.018,0.012] g[2.872,2.717]\n",
            "> 4067, dA[0.021,0.061] dB[0.023,0.024] g[6.818,7.001]\n",
            "> 4068, dA[0.154,0.366] dB[0.037,0.032] g[10.597,8.261]\n",
            "> 4069, dA[0.188,0.028] dB[0.077,0.192] g[2.665,3.204]\n",
            "> 4070, dA[0.019,0.190] dB[0.096,0.018] g[5.174,6.033]\n",
            "> 4071, dA[0.233,0.092] dB[0.016,0.045] g[3.367,4.518]\n",
            "> 4072, dA[0.311,0.118] dB[0.006,0.007] g[3.359,3.211]\n",
            "> 4073, dA[0.011,0.017] dB[0.005,0.016] g[7.318,8.257]\n",
            "> 4074, dA[0.028,0.023] dB[0.004,0.010] g[8.831,7.892]\n",
            "> 4075, dA[0.063,0.037] dB[0.017,0.013] g[6.280,6.952]\n",
            "> 4076, dA[0.024,0.093] dB[0.043,0.006] g[4.956,5.749]\n",
            "> 4077, dA[0.069,0.245] dB[0.014,0.017] g[4.968,5.228]\n",
            "> 4078, dA[0.117,0.065] dB[0.011,0.024] g[3.854,3.872]\n",
            "> 4079, dA[0.014,0.028] dB[0.014,0.025] g[7.626,7.861]\n",
            "> 4080, dA[0.015,0.008] dB[0.490,0.091] g[4.653,4.392]\n",
            "> 4081, dA[0.033,0.010] dB[0.016,0.327] g[3.213,3.867]\n",
            "> 4082, dA[0.129,0.110] dB[0.069,0.059] g[3.777,4.246]\n",
            "> 4083, dA[0.013,0.015] dB[0.071,0.049] g[5.825,7.033]\n",
            "> 4084, dA[0.192,0.081] dB[0.211,0.044] g[3.476,4.371]\n",
            "> 4085, dA[0.049,0.043] dB[0.040,0.067] g[9.111,9.081]\n",
            "> 4086, dA[0.012,0.018] dB[0.009,0.049] g[5.283,5.336]\n",
            "> 4087, dA[0.027,0.025] dB[0.032,0.095] g[6.532,6.734]\n",
            "> 4088, dA[0.046,0.003] dB[0.013,0.020] g[6.288,6.894]\n",
            "> 4089, dA[0.018,0.116] dB[0.013,0.015] g[4.253,3.984]\n",
            "> 4090, dA[0.034,0.008] dB[0.212,0.034] g[3.966,3.715]\n",
            "> 4091, dA[0.009,0.051] dB[0.046,0.042] g[6.342,7.638]\n",
            "> 4092, dA[0.011,0.029] dB[0.178,0.160] g[8.001,10.037]\n",
            "> 4093, dA[0.117,0.206] dB[0.015,0.034] g[12.006,9.085]\n",
            "> 4094, dA[0.045,0.017] dB[0.026,0.035] g[5.627,6.002]\n",
            "> 4095, dA[0.226,0.046] dB[0.050,0.022] g[6.930,6.251]\n",
            "> 4096, dA[0.066,0.095] dB[0.267,0.145] g[2.979,3.128]\n",
            "> 4097, dA[0.022,0.058] dB[0.040,0.051] g[3.721,4.502]\n",
            "> 4098, dA[0.063,0.024] dB[0.019,0.102] g[6.217,6.717]\n",
            "> 4099, dA[0.008,0.022] dB[0.012,0.053] g[12.854,10.617]\n",
            "> 4100, dA[0.172,0.224] dB[0.039,0.031] g[4.587,4.233]\n",
            "> 4101, dA[0.132,0.100] dB[0.101,0.023] g[4.025,3.837]\n",
            "> 4102, dA[0.013,0.069] dB[0.023,0.047] g[3.920,4.689]\n",
            "> 4103, dA[0.074,0.006] dB[0.020,0.052] g[3.693,5.308]\n",
            "> 4104, dA[0.075,0.102] dB[0.017,0.039] g[4.387,4.335]\n",
            "> 4105, dA[0.030,0.043] dB[0.057,0.033] g[4.182,4.300]\n",
            "> 4106, dA[0.015,0.045] dB[0.053,0.102] g[6.805,8.145]\n",
            "> 4107, dA[0.010,0.040] dB[0.254,0.025] g[7.490,7.647]\n",
            "> 4108, dA[0.022,0.015] dB[0.245,0.146] g[5.307,6.413]\n",
            "> 4109, dA[0.004,0.008] dB[0.039,0.103] g[3.431,4.589]\n",
            "> 4110, dA[0.292,0.091] dB[0.110,0.074] g[3.505,4.776]\n",
            "> 4111, dA[0.056,0.075] dB[0.013,0.030] g[6.468,7.250]\n",
            "> 4112, dA[0.012,0.010] dB[0.009,0.014] g[5.643,6.583]\n",
            "> 4113, dA[0.185,0.077] dB[0.363,0.058] g[4.299,4.886]\n",
            "> 4114, dA[0.016,0.018] dB[0.040,0.050] g[3.976,4.597]\n",
            "> 4115, dA[0.183,0.068] dB[0.013,0.015] g[5.353,5.653]\n",
            "> 4116, dA[0.013,0.267] dB[0.057,0.012] g[4.417,4.697]\n",
            "> 4117, dA[0.322,0.026] dB[0.026,0.009] g[5.650,6.058]\n",
            "> 4118, dA[0.024,0.029] dB[0.023,0.113] g[11.597,9.293]\n",
            "> 4119, dA[0.019,0.018] dB[0.055,0.025] g[6.580,6.199]\n",
            "> 4120, dA[0.025,0.016] dB[0.289,0.034] g[5.643,6.054]\n",
            "> 4121, dA[0.044,0.034] dB[0.103,0.081] g[3.582,3.065]\n",
            "> 4122, dA[0.028,0.186] dB[0.023,0.195] g[3.196,3.842]\n",
            "> 4123, dA[0.014,0.042] dB[0.069,0.047] g[8.235,7.967]\n",
            "> 4124, dA[0.159,0.028] dB[0.203,0.032] g[4.029,3.647]\n",
            "> 4125, dA[0.176,0.214] dB[0.047,0.088] g[6.905,6.089]\n",
            "> 4126, dA[0.009,0.035] dB[0.165,0.036] g[4.525,5.553]\n",
            "> 4127, dA[0.060,0.061] dB[0.038,0.156] g[3.796,4.728]\n",
            "> 4128, dA[0.035,0.119] dB[0.060,0.020] g[4.701,4.585]\n",
            "> 4129, dA[0.026,0.019] dB[0.016,0.062] g[6.027,7.842]\n",
            "> 4130, dA[0.047,0.081] dB[0.040,0.013] g[4.142,3.850]\n",
            "> 4131, dA[0.015,0.023] dB[0.015,0.021] g[7.369,8.347]\n",
            "> 4132, dA[0.010,0.048] dB[0.015,0.026] g[4.148,4.544]\n",
            "> 4133, dA[0.144,0.025] dB[0.014,0.024] g[6.560,6.408]\n",
            "> 4134, dA[0.047,0.148] dB[0.017,0.017] g[4.855,4.264]\n",
            "> 4135, dA[0.105,0.046] dB[0.015,0.023] g[4.434,5.345]\n",
            "> 4136, dA[0.033,0.050] dB[0.237,0.135] g[5.505,6.750]\n",
            "> 4137, dA[0.029,0.012] dB[0.029,0.113] g[4.706,6.189]\n",
            "> 4138, dA[0.191,0.152] dB[0.017,0.046] g[2.897,3.933]\n",
            "> 4139, dA[0.033,0.039] dB[0.018,0.025] g[8.664,7.491]\n",
            "> 4140, dA[0.027,0.032] dB[0.030,0.235] g[5.989,6.552]\n",
            "> 4141, dA[0.021,0.094] dB[0.085,0.021] g[4.374,3.797]\n",
            "> 4142, dA[0.065,0.022] dB[0.412,0.086] g[4.134,4.835]\n",
            "> 4143, dA[0.066,0.028] dB[0.065,0.059] g[10.557,8.721]\n",
            "> 4144, dA[0.090,0.015] dB[0.050,0.045] g[3.883,3.881]\n",
            "> 4145, dA[0.050,0.067] dB[0.016,0.014] g[8.425,8.142]\n",
            "> 4146, dA[0.203,0.016] dB[0.045,0.028] g[8.251,7.646]\n",
            "> 4147, dA[0.034,0.631] dB[0.045,0.052] g[3.973,3.989]\n",
            "> 4148, dA[0.061,0.068] dB[0.027,0.092] g[3.575,5.121]\n",
            "> 4149, dA[0.346,0.065] dB[0.247,0.071] g[3.522,4.165]\n",
            "> 4150, dA[0.129,0.494] dB[0.065,0.034] g[6.972,6.440]\n",
            "> 4151, dA[0.054,0.024] dB[0.064,0.025] g[3.394,3.459]\n",
            "> 4152, dA[0.084,0.077] dB[0.151,0.061] g[5.572,6.075]\n",
            "> 4153, dA[0.012,0.065] dB[0.297,0.050] g[7.500,6.851]\n",
            "> 4154, dA[0.189,0.013] dB[0.109,0.066] g[6.230,6.965]\n",
            "> 4155, dA[0.008,0.059] dB[0.029,0.150] g[4.267,4.332]\n",
            "> 4156, dA[0.025,0.017] dB[0.067,0.009] g[9.636,7.863]\n",
            "> 4157, dA[0.140,0.145] dB[0.295,0.099] g[4.337,3.790]\n",
            "> 4158, dA[0.015,0.027] dB[0.059,0.020] g[10.907,10.694]\n",
            "> 4159, dA[0.041,0.014] dB[0.193,0.129] g[5.351,6.309]\n",
            "> 4160, dA[0.104,0.134] dB[0.046,0.024] g[5.096,6.055]\n",
            "> 4161, dA[0.082,0.068] dB[0.036,0.124] g[4.987,4.254]\n",
            "> 4162, dA[0.017,0.012] dB[0.025,0.054] g[5.180,5.575]\n",
            "> 4163, dA[0.080,0.014] dB[0.035,0.044] g[5.993,6.242]\n",
            "> 4164, dA[0.028,0.025] dB[0.180,0.071] g[4.422,5.356]\n",
            "> 4165, dA[0.036,0.080] dB[0.028,0.023] g[7.349,9.562]\n",
            "> 4166, dA[0.025,0.222] dB[0.032,0.045] g[3.648,3.327]\n",
            "> 4167, dA[0.262,0.068] dB[0.006,0.020] g[5.418,4.618]\n",
            "> 4168, dA[0.134,0.104] dB[0.010,0.068] g[5.189,4.682]\n",
            "> 4169, dA[0.063,0.037] dB[0.026,0.012] g[7.692,7.578]\n",
            "> 4170, dA[0.055,0.024] dB[0.096,0.048] g[3.567,3.832]\n",
            "> 4171, dA[0.042,0.012] dB[0.021,0.019] g[4.752,6.030]\n",
            "> 4172, dA[0.012,0.020] dB[0.004,0.013] g[5.751,6.921]\n",
            "> 4173, dA[0.048,0.158] dB[0.091,0.212] g[4.500,4.673]\n",
            "> 4174, dA[0.034,0.021] dB[0.066,0.025] g[4.304,4.548]\n",
            "> 4175, dA[0.019,0.010] dB[0.029,0.038] g[5.944,5.746]\n",
            "> 4176, dA[0.191,0.036] dB[0.072,0.024] g[8.012,7.076]\n",
            "> 4177, dA[0.034,0.094] dB[0.025,0.042] g[10.220,9.861]\n",
            "> 4178, dA[0.017,0.025] dB[0.072,0.015] g[4.156,4.018]\n",
            "> 4179, dA[0.010,0.038] dB[0.012,0.038] g[11.288,9.330]\n",
            "> 4180, dA[0.027,0.020] dB[0.041,0.055] g[6.565,6.952]\n",
            "> 4181, dA[0.097,0.020] dB[0.023,0.032] g[6.550,6.717]\n",
            "> 4182, dA[0.028,0.120] dB[0.163,0.015] g[4.903,4.010]\n",
            "> 4183, dA[0.011,0.066] dB[0.018,0.026] g[9.526,8.002]\n",
            "> 4184, dA[0.157,0.043] dB[0.018,0.007] g[4.117,4.193]\n",
            "> 4185, dA[0.010,0.031] dB[0.043,0.030] g[3.986,3.397]\n",
            "> 4186, dA[0.063,0.418] dB[0.019,0.033] g[4.070,4.086]\n",
            "> 4187, dA[0.042,0.006] dB[0.019,0.040] g[3.840,4.062]\n",
            "> 4188, dA[0.537,0.196] dB[0.205,0.130] g[3.135,3.836]\n",
            "> 4189, dA[0.047,0.073] dB[0.040,0.044] g[5.473,6.112]\n",
            "> 4190, dA[0.083,0.041] dB[0.128,0.013] g[4.525,5.154]\n",
            "> 4191, dA[0.134,0.078] dB[0.057,0.033] g[4.387,4.420]\n",
            "> 4192, dA[0.066,0.030] dB[0.014,0.085] g[3.182,4.031]\n",
            "> 4193, dA[0.106,0.022] dB[0.089,0.029] g[4.312,4.858]\n",
            "> 4194, dA[0.013,0.028] dB[0.039,0.012] g[4.108,5.832]\n",
            "> 4195, dA[0.032,0.093] dB[0.016,0.010] g[4.283,6.156]\n",
            "> 4196, dA[0.392,0.039] dB[0.120,0.219] g[2.648,4.308]\n",
            "> 4197, dA[0.065,0.115] dB[0.008,0.068] g[9.057,7.746]\n",
            "> 4198, dA[0.033,0.029] dB[0.053,0.025] g[7.685,5.902]\n",
            "> 4199, dA[0.031,0.036] dB[0.257,0.044] g[5.532,3.761]\n",
            "> 4200, dA[0.013,0.036] dB[0.042,0.217] g[4.690,5.833]\n",
            "> 4201, dA[0.009,0.014] dB[0.166,0.066] g[3.367,3.285]\n",
            "> 4202, dA[0.073,0.016] dB[0.062,0.050] g[6.927,6.211]\n",
            "> 4203, dA[0.033,0.009] dB[0.017,0.017] g[4.878,5.232]\n",
            "> 4204, dA[0.020,0.012] dB[0.138,0.057] g[6.350,7.530]\n",
            "> 4205, dA[0.058,0.085] dB[0.029,0.036] g[7.714,7.343]\n",
            "> 4206, dA[0.024,0.018] dB[0.305,0.020] g[5.620,5.618]\n",
            "> 4207, dA[0.095,0.040] dB[0.059,0.248] g[3.134,3.612]\n",
            "> 4208, dA[0.011,0.068] dB[0.019,0.056] g[5.243,5.531]\n",
            "> 4209, dA[0.008,0.025] dB[0.097,0.016] g[4.265,4.396]\n",
            "> 4210, dA[0.016,0.214] dB[0.012,0.027] g[12.029,9.903]\n",
            "> 4211, dA[0.152,0.015] dB[0.013,0.011] g[8.053,7.713]\n",
            "> 4212, dA[0.012,0.013] dB[0.103,0.081] g[3.856,4.136]\n",
            "> 4213, dA[0.154,0.016] dB[0.046,0.102] g[7.484,6.658]\n",
            "> 4214, dA[0.082,0.043] dB[0.260,0.010] g[3.912,3.592]\n",
            "> 4215, dA[0.182,0.073] dB[0.027,0.059] g[6.103,5.833]\n",
            "> 4216, dA[0.009,0.015] dB[0.018,0.009] g[10.846,10.816]\n",
            "> 4217, dA[0.109,0.367] dB[0.313,0.052] g[3.445,3.387]\n",
            "> 4218, dA[0.031,0.043] dB[0.025,0.092] g[8.589,9.199]\n",
            "> 4219, dA[0.019,0.033] dB[0.018,0.126] g[6.271,7.713]\n",
            "> 4220, dA[0.354,0.048] dB[0.017,0.012] g[8.310,7.462]\n",
            "> 4221, dA[0.016,0.079] dB[0.026,0.021] g[6.307,6.927]\n",
            "> 4222, dA[0.005,0.023] dB[0.108,0.277] g[4.348,5.248]\n",
            "> 4223, dA[0.011,0.059] dB[0.009,0.008] g[5.525,6.229]\n",
            "> 4224, dA[0.017,0.013] dB[0.035,0.025] g[6.017,6.896]\n",
            "> 4225, dA[0.103,0.023] dB[0.109,0.096] g[3.484,3.835]\n",
            "> 4226, dA[0.110,0.102] dB[0.093,0.086] g[3.487,4.395]\n",
            "> 4227, dA[0.076,0.114] dB[0.018,0.024] g[4.043,4.605]\n",
            "> 4228, dA[0.083,0.009] dB[0.049,0.028] g[3.791,5.480]\n",
            "> 4229, dA[0.193,0.037] dB[0.019,0.144] g[5.478,7.010]\n",
            "> 4230, dA[0.039,0.023] dB[0.188,0.047] g[4.949,4.405]\n",
            "> 4231, dA[0.024,0.027] dB[0.024,0.029] g[6.595,7.240]\n",
            "> 4232, dA[0.039,0.012] dB[0.011,0.017] g[3.681,3.978]\n",
            "> 4233, dA[0.012,0.017] dB[0.262,0.054] g[3.336,3.842]\n",
            "> 4234, dA[0.022,0.059] dB[0.025,0.059] g[6.285,5.784]\n",
            "> 4235, dA[0.029,0.032] dB[0.006,0.006] g[8.077,7.149]\n",
            "> 4236, dA[0.175,0.021] dB[0.019,0.025] g[5.565,4.978]\n",
            "> 4237, dA[0.035,0.032] dB[0.008,0.042] g[7.233,6.883]\n",
            "> 4238, dA[0.016,0.178] dB[0.197,0.012] g[3.398,3.441]\n",
            "> 4239, dA[0.015,0.017] dB[0.029,0.059] g[7.430,10.106]\n",
            "> 4240, dA[0.107,0.044] dB[0.111,0.096] g[3.446,3.649]\n",
            "> 4241, dA[0.071,0.069] dB[0.028,0.039] g[8.486,9.708]\n",
            "> 4242, dA[0.323,0.272] dB[0.203,0.163] g[3.419,3.726]\n",
            "> 4243, dA[0.082,0.031] dB[0.029,0.015] g[4.983,5.164]\n",
            "> 4244, dA[0.074,0.046] dB[0.020,0.051] g[4.412,4.493]\n",
            "> 4245, dA[0.023,0.046] dB[0.088,0.009] g[4.767,5.626]\n",
            "> 4246, dA[0.014,0.022] dB[0.017,0.131] g[4.495,6.277]\n",
            "> 4247, dA[0.130,0.081] dB[0.006,0.038] g[9.253,7.632]\n",
            "> 4248, dA[0.119,0.105] dB[0.521,0.211] g[3.315,3.177]\n",
            "> 4249, dA[0.034,0.028] dB[0.053,0.024] g[6.144,7.684]\n",
            "> 4250, dA[0.021,0.084] dB[0.115,0.034] g[5.226,6.077]\n",
            "> 4251, dA[0.052,0.021] dB[0.010,0.014] g[5.828,6.043]\n",
            "> 4252, dA[0.132,0.010] dB[0.006,0.009] g[7.511,8.554]\n",
            "> 4253, dA[0.065,0.098] dB[0.089,0.230] g[3.889,4.079]\n",
            "> 4254, dA[0.065,0.065] dB[0.159,0.023] g[4.768,4.682]\n",
            "> 4255, dA[0.053,0.013] dB[0.219,0.064] g[3.780,3.957]\n",
            "> 4256, dA[0.020,0.017] dB[0.009,0.265] g[5.638,5.916]\n",
            "> 4257, dA[0.100,0.042] dB[0.019,0.040] g[8.016,7.067]\n",
            "> 4258, dA[0.044,0.029] dB[0.028,0.009] g[13.401,11.599]\n",
            "> 4259, dA[0.036,0.028] dB[0.182,0.006] g[5.459,5.186]\n",
            "> 4260, dA[0.034,0.030] dB[0.036,0.094] g[8.480,8.139]\n",
            "> 4261, dA[0.024,0.106] dB[0.068,0.018] g[4.072,3.576]\n",
            "> 4262, dA[0.167,0.116] dB[0.308,0.094] g[3.956,4.454]\n",
            "> 4263, dA[0.048,0.033] dB[0.043,0.078] g[9.937,9.291]\n",
            "> 4264, dA[0.048,0.012] dB[0.141,0.083] g[4.811,6.362]\n",
            "> 4265, dA[0.199,0.085] dB[0.013,0.142] g[4.287,3.924]\n",
            "> 4266, dA[0.033,0.049] dB[0.238,0.024] g[4.326,4.292]\n",
            "> 4267, dA[0.081,0.059] dB[0.033,0.016] g[4.139,4.439]\n",
            "> 4268, dA[0.075,0.029] dB[0.030,0.156] g[4.484,5.156]\n",
            "> 4269, dA[0.130,0.058] dB[0.011,0.059] g[6.514,5.478]\n",
            "> 4270, dA[0.024,0.049] dB[0.141,0.027] g[4.221,4.021]\n",
            "> 4271, dA[0.070,0.069] dB[0.025,0.028] g[4.844,5.486]\n",
            "> 4272, dA[0.015,0.045] dB[0.005,0.029] g[9.462,10.037]\n",
            "> 4273, dA[0.090,0.053] dB[0.006,0.017] g[9.031,8.098]\n",
            "> 4274, dA[0.066,0.045] dB[0.333,0.190] g[4.160,4.633]\n",
            "> 4275, dA[0.008,0.032] dB[0.017,0.023] g[6.221,7.764]\n",
            "> 4276, dA[0.049,0.045] dB[0.009,0.047] g[4.529,4.496]\n",
            "> 4277, dA[0.129,0.015] dB[0.109,0.027] g[4.910,5.400]\n",
            "> 4278, dA[0.166,0.080] dB[0.075,0.127] g[3.932,5.236]\n",
            "> 4279, dA[0.054,0.027] dB[0.007,0.031] g[6.077,5.998]\n",
            "> 4280, dA[0.019,0.017] dB[0.020,0.016] g[7.627,8.233]\n",
            "> 4281, dA[0.020,0.010] dB[0.062,0.036] g[5.450,6.108]\n",
            "> 4282, dA[0.014,0.009] dB[0.019,0.027] g[8.176,7.314]\n",
            "> 4283, dA[0.191,0.052] dB[0.052,0.065] g[6.099,6.194]\n",
            "> 4284, dA[0.022,0.116] dB[0.035,0.024] g[8.920,7.197]\n",
            "> 4285, dA[0.051,0.018] dB[0.065,0.020] g[6.117,7.073]\n",
            "> 4286, dA[0.291,0.043] dB[0.034,0.105] g[2.698,3.251]\n",
            "> 4287, dA[0.028,0.052] dB[0.063,0.008] g[3.158,2.069]\n",
            "> 4288, dA[0.057,0.040] dB[0.156,0.030] g[4.614,4.303]\n",
            "> 4289, dA[0.474,0.334] dB[0.101,0.012] g[3.475,2.483]\n",
            "> 4290, dA[0.042,0.060] dB[0.116,0.136] g[3.008,2.989]\n",
            "> 4291, dA[0.137,0.011] dB[0.009,0.082] g[4.331,5.675]\n",
            "> 4292, dA[0.281,0.380] dB[0.015,0.027] g[5.932,5.297]\n",
            "> 4293, dA[0.032,0.075] dB[0.130,0.033] g[5.218,4.423]\n",
            "> 4294, dA[0.035,0.074] dB[0.043,0.010] g[7.693,8.377]\n",
            "> 4295, dA[0.633,0.015] dB[0.022,0.013] g[6.654,6.251]\n",
            "> 4296, dA[0.063,0.109] dB[0.019,0.018] g[8.650,8.509]\n",
            "> 4297, dA[0.165,0.024] dB[0.011,0.035] g[6.489,5.717]\n",
            "> 4298, dA[0.029,0.047] dB[0.019,0.053] g[5.927,5.558]\n",
            "> 4299, dA[0.160,0.092] dB[0.014,0.024] g[5.427,5.443]\n",
            "> 4300, dA[0.006,0.021] dB[0.016,0.035] g[7.422,5.542]\n",
            "> 4301, dA[0.037,0.124] dB[0.247,0.097] g[4.433,4.129]\n",
            "> 4302, dA[0.167,0.030] dB[0.050,0.066] g[3.690,4.657]\n",
            "> 4303, dA[0.020,0.022] dB[0.041,0.111] g[4.810,4.902]\n",
            "> 4304, dA[0.028,0.075] dB[0.147,0.102] g[5.533,6.864]\n",
            "> 4305, dA[0.270,0.024] dB[0.024,0.138] g[5.811,6.001]\n",
            "> 4306, dA[0.009,0.044] dB[0.018,0.057] g[4.737,5.959]\n",
            "> 4307, dA[0.157,0.027] dB[0.020,0.048] g[9.161,7.839]\n",
            "> 4308, dA[0.032,0.044] dB[0.081,0.057] g[6.168,6.835]\n",
            "> 4309, dA[0.145,0.125] dB[0.051,0.034] g[3.222,2.923]\n",
            "> 4310, dA[0.060,0.088] dB[0.037,0.049] g[4.517,5.106]\n",
            "> 4311, dA[0.009,0.034] dB[0.044,0.062] g[5.010,5.342]\n",
            "> 4312, dA[0.018,0.049] dB[0.011,0.007] g[5.469,5.845]\n",
            "> 4313, dA[0.008,0.013] dB[0.030,0.084] g[5.095,4.990]\n",
            "> 4314, dA[0.190,0.090] dB[0.011,0.010] g[5.542,5.032]\n",
            "> 4315, dA[0.010,0.188] dB[0.021,0.014] g[4.789,4.595]\n",
            "> 4316, dA[0.038,0.024] dB[0.027,0.010] g[4.894,4.813]\n",
            "> 4317, dA[0.029,0.046] dB[0.253,0.034] g[4.917,6.552]\n",
            "> 4318, dA[0.021,0.046] dB[0.034,0.129] g[6.829,7.651]\n",
            "> 4319, dA[0.128,0.097] dB[0.028,0.029] g[7.559,7.167]\n",
            "> 4320, dA[0.016,0.059] dB[0.218,0.020] g[4.164,3.135]\n",
            "> 4321, dA[0.041,0.038] dB[0.013,0.037] g[3.964,5.441]\n",
            "> 4322, dA[0.020,0.038] dB[0.006,0.029] g[4.578,5.656]\n",
            "> 4323, dA[0.040,0.061] dB[0.012,0.023] g[7.242,7.046]\n",
            "> 4324, dA[0.030,0.038] dB[0.014,0.103] g[5.349,6.882]\n",
            "> 4325, dA[0.136,0.096] dB[0.063,0.109] g[5.708,5.613]\n",
            "> 4326, dA[0.208,0.059] dB[0.418,0.011] g[4.021,4.589]\n",
            "> 4327, dA[0.043,0.087] dB[0.035,0.018] g[5.704,5.581]\n",
            "> 4328, dA[0.083,0.037] dB[0.019,0.052] g[4.189,5.551]\n",
            "> 4329, dA[0.017,0.134] dB[0.010,0.023] g[8.488,7.951]\n",
            "> 4330, dA[0.028,0.006] dB[0.098,0.232] g[3.508,3.665]\n",
            "> 4331, dA[0.027,0.113] dB[0.028,0.041] g[5.345,6.588]\n",
            "> 4332, dA[0.082,0.046] dB[0.055,0.019] g[7.716,7.771]\n",
            "> 4333, dA[0.159,0.023] dB[0.042,0.016] g[4.323,4.814]\n",
            "> 4334, dA[0.141,0.096] dB[0.005,0.013] g[5.153,5.944]\n",
            "> 4335, dA[0.025,0.056] dB[0.041,0.061] g[3.688,4.353]\n",
            "> 4336, dA[0.073,0.022] dB[0.011,0.057] g[4.517,4.291]\n",
            "> 4337, dA[0.060,0.070] dB[0.031,0.071] g[9.839,8.109]\n",
            "> 4338, dA[0.021,0.029] dB[0.061,0.013] g[6.300,5.761]\n",
            "> 4339, dA[0.182,0.354] dB[0.038,0.031] g[4.605,3.954]\n",
            "> 4340, dA[0.014,0.026] dB[0.168,0.013] g[7.148,6.214]\n",
            "> 4341, dA[0.029,0.028] dB[0.069,0.019] g[5.049,5.937]\n",
            "> 4342, dA[0.056,0.018] dB[0.086,0.111] g[3.314,3.802]\n",
            "> 4343, dA[0.013,0.024] dB[0.036,0.060] g[6.829,7.762]\n",
            "> 4344, dA[0.090,0.018] dB[0.017,0.080] g[7.106,6.593]\n",
            "> 4345, dA[0.030,0.048] dB[0.371,0.055] g[6.475,5.195]\n",
            "> 4346, dA[0.025,0.030] dB[0.016,0.017] g[2.378,3.184]\n",
            "> 4347, dA[0.008,0.053] dB[0.041,0.054] g[3.467,3.526]\n",
            "> 4348, dA[0.012,0.012] dB[0.283,0.074] g[4.311,4.531]\n",
            "> 4349, dA[0.051,0.008] dB[0.007,0.100] g[5.443,6.476]\n",
            "> 4350, dA[0.393,0.076] dB[0.013,0.385] g[3.771,4.594]\n",
            "> 4351, dA[0.033,0.150] dB[0.775,0.022] g[4.725,3.401]\n",
            "> 4352, dA[0.062,0.054] dB[0.015,0.044] g[7.245,6.157]\n",
            "> 4353, dA[0.012,0.025] dB[0.042,0.046] g[3.842,3.054]\n",
            "> 4354, dA[0.028,0.018] dB[0.026,0.022] g[5.574,5.745]\n",
            "> 4355, dA[0.059,0.524] dB[0.012,0.024] g[4.185,4.285]\n",
            "> 4356, dA[0.189,0.010] dB[0.011,0.013] g[8.157,6.880]\n",
            "> 4357, dA[0.023,0.059] dB[0.083,0.013] g[6.575,6.859]\n",
            "> 4358, dA[0.113,0.177] dB[0.028,0.044] g[5.021,4.911]\n",
            "> 4359, dA[0.017,0.028] dB[0.101,0.313] g[3.667,4.953]\n",
            "> 4360, dA[0.401,0.038] dB[0.019,0.017] g[3.275,3.563]\n",
            "> 4361, dA[0.030,0.034] dB[0.268,0.027] g[4.511,4.121]\n",
            "> 4362, dA[0.057,0.024] dB[0.026,0.073] g[4.991,5.868]\n",
            "> 4363, dA[0.016,0.184] dB[0.151,0.016] g[7.501,8.043]\n",
            "> 4364, dA[0.023,0.010] dB[0.030,0.074] g[5.028,7.447]\n",
            "> 4365, dA[0.086,0.019] dB[0.015,0.183] g[3.553,4.485]\n",
            "> 4366, dA[0.095,0.090] dB[0.034,0.022] g[4.471,4.265]\n",
            "> 4367, dA[0.027,0.087] dB[0.052,0.014] g[4.630,4.556]\n",
            "> 4368, dA[0.174,0.074] dB[0.108,0.048] g[3.451,4.006]\n",
            "> 4369, dA[0.023,0.019] dB[0.020,0.258] g[6.714,9.711]\n",
            "> 4370, dA[0.053,0.028] dB[0.010,0.120] g[7.233,7.099]\n",
            "> 4371, dA[0.019,0.041] dB[0.137,0.139] g[3.622,4.388]\n",
            "> 4372, dA[0.010,0.005] dB[0.038,0.047] g[9.982,10.610]\n",
            "> 4373, dA[0.015,0.017] dB[0.016,0.101] g[4.981,5.540]\n",
            "> 4374, dA[0.099,0.091] dB[0.063,0.016] g[5.953,6.434]\n",
            "> 4375, dA[0.014,0.058] dB[0.242,0.051] g[4.085,5.510]\n",
            "> 4376, dA[0.175,0.009] dB[0.039,0.036] g[7.392,7.701]\n",
            "> 4377, dA[0.016,0.128] dB[0.219,0.034] g[3.531,3.242]\n",
            "> 4378, dA[0.031,0.030] dB[0.050,0.101] g[2.971,3.892]\n",
            "> 4379, dA[0.235,0.119] dB[0.039,0.016] g[4.959,5.788]\n",
            "> 4380, dA[0.065,0.128] dB[0.107,0.016] g[3.596,4.061]\n",
            "> 4381, dA[0.007,0.131] dB[0.012,0.063] g[5.887,4.677]\n",
            "> 4382, dA[0.007,0.024] dB[0.036,0.031] g[7.988,8.474]\n",
            "> 4383, dA[0.025,0.031] dB[0.013,0.044] g[8.391,7.680]\n",
            "> 4384, dA[0.009,0.014] dB[0.039,0.022] g[9.964,9.014]\n",
            "> 4385, dA[0.089,0.015] dB[0.247,0.248] g[2.998,3.489]\n",
            "> 4386, dA[0.038,0.156] dB[0.025,0.028] g[3.108,3.051]\n",
            "> 4387, dA[0.166,0.030] dB[0.184,0.129] g[2.919,3.408]\n",
            "> 4388, dA[0.012,0.080] dB[0.014,0.029] g[7.217,7.955]\n",
            "> 4389, dA[0.016,0.021] dB[0.027,0.033] g[6.580,7.110]\n",
            "> 4390, dA[0.042,0.011] dB[0.007,0.025] g[8.947,7.110]\n",
            "> 4391, dA[0.010,0.045] dB[0.047,0.083] g[5.517,6.305]\n",
            "> 4392, dA[0.101,0.088] dB[0.218,0.053] g[3.347,3.357]\n",
            "> 4393, dA[0.014,0.307] dB[0.048,0.169] g[3.697,3.846]\n",
            "> 4394, dA[0.374,0.026] dB[0.062,0.030] g[3.524,6.302]\n",
            "> 4395, dA[0.102,0.085] dB[0.009,0.024] g[7.112,6.429]\n",
            "> 4396, dA[0.171,0.112] dB[0.008,0.012] g[4.078,4.038]\n",
            "> 4397, dA[0.082,0.221] dB[0.484,0.106] g[4.241,4.058]\n",
            "> 4398, dA[0.029,0.010] dB[0.093,0.025] g[6.026,6.855]\n",
            "> 4399, dA[0.033,0.038] dB[0.010,0.010] g[12.482,12.824]\n",
            "> 4400, dA[0.276,0.090] dB[0.022,0.020] g[3.198,4.787]\n",
            "> 4401, dA[0.068,0.193] dB[0.007,0.022] g[4.844,5.196]\n",
            "> 4402, dA[0.082,0.105] dB[0.023,0.008] g[4.368,3.982]\n",
            "> 4403, dA[0.314,0.041] dB[0.059,0.156] g[3.901,4.669]\n",
            "> 4404, dA[0.338,0.014] dB[0.016,0.013] g[5.511,6.036]\n",
            "> 4405, dA[0.164,0.107] dB[0.067,0.023] g[4.816,3.831]\n",
            "> 4406, dA[0.039,0.051] dB[0.038,0.065] g[4.115,4.190]\n",
            "> 4407, dA[0.032,0.018] dB[0.012,0.085] g[4.834,5.051]\n",
            "> 4408, dA[0.162,0.182] dB[0.426,0.022] g[4.817,4.573]\n",
            "> 4409, dA[0.044,0.011] dB[0.013,0.043] g[7.399,7.325]\n",
            "> 4410, dA[0.110,0.009] dB[0.005,0.106] g[4.303,5.720]\n",
            "> 4411, dA[0.022,0.032] dB[0.053,0.008] g[4.346,4.637]\n",
            "> 4412, dA[0.155,0.015] dB[0.007,0.018] g[7.913,8.123]\n",
            "> 4413, dA[0.139,0.186] dB[0.032,0.009] g[4.249,4.234]\n",
            "> 4414, dA[0.327,0.028] dB[0.035,0.061] g[3.706,4.571]\n",
            "> 4415, dA[0.115,0.088] dB[0.018,0.013] g[4.051,3.719]\n",
            "> 4416, dA[0.149,0.190] dB[0.079,0.022] g[4.269,5.218]\n",
            "> 4417, dA[0.096,0.036] dB[0.013,0.596] g[2.654,3.723]\n",
            "> 4418, dA[0.039,0.134] dB[0.229,0.017] g[4.313,3.420]\n",
            "> 4419, dA[0.137,0.036] dB[0.029,0.039] g[5.395,6.302]\n",
            "> 4420, dA[0.017,0.123] dB[0.366,0.207] g[7.791,10.109]\n",
            "> 4421, dA[0.012,0.031] dB[0.014,0.031] g[6.063,8.626]\n",
            "> 4422, dA[0.150,0.070] dB[0.027,0.022] g[4.658,5.201]\n",
            "> 4423, dA[0.022,0.095] dB[0.513,0.202] g[3.850,4.175]\n",
            "> 4424, dA[0.028,0.086] dB[0.054,0.061] g[8.090,9.059]\n",
            "> 4425, dA[0.271,0.029] dB[0.044,0.049] g[4.025,4.380]\n",
            "> 4426, dA[0.053,0.010] dB[0.015,0.034] g[5.677,6.207]\n",
            "> 4427, dA[0.007,0.010] dB[0.038,0.020] g[4.141,4.647]\n",
            "> 4428, dA[0.013,0.082] dB[0.018,0.025] g[7.478,6.398]\n",
            "> 4429, dA[0.011,0.011] dB[0.183,0.016] g[6.226,7.074]\n",
            "> 4430, dA[0.092,0.006] dB[0.099,0.099] g[3.890,5.067]\n",
            "> 4431, dA[0.142,0.116] dB[0.071,0.129] g[4.206,4.491]\n",
            "> 4432, dA[0.011,0.022] dB[0.048,0.112] g[3.257,3.914]\n",
            "> 4433, dA[0.017,0.126] dB[0.210,0.103] g[4.321,4.842]\n",
            "> 4434, dA[0.017,0.009] dB[0.024,0.043] g[8.252,7.889]\n",
            "> 4435, dA[0.016,0.062] dB[0.236,0.033] g[4.954,6.162]\n",
            "> 4436, dA[0.013,0.017] dB[0.171,0.181] g[3.877,4.303]\n",
            "> 4437, dA[0.019,0.096] dB[0.008,0.031] g[5.776,6.582]\n",
            "> 4438, dA[0.336,0.244] dB[0.114,0.343] g[3.851,4.206]\n",
            "> 4439, dA[0.110,0.011] dB[0.009,0.011] g[4.470,4.512]\n",
            "> 4440, dA[0.008,0.076] dB[0.221,0.049] g[4.542,3.486]\n",
            "> 4441, dA[0.015,0.031] dB[0.012,0.025] g[3.884,4.198]\n",
            "> 4442, dA[0.026,0.029] dB[0.120,0.058] g[3.912,5.038]\n",
            "> 4443, dA[0.197,0.046] dB[0.090,0.285] g[7.397,6.442]\n",
            "> 4444, dA[0.023,0.133] dB[0.031,0.088] g[9.558,7.331]\n",
            "> 4445, dA[0.057,0.017] dB[0.031,0.049] g[6.031,5.388]\n",
            "> 4446, dA[0.045,0.032] dB[0.202,0.097] g[6.996,7.179]\n",
            "> 4447, dA[0.079,0.072] dB[0.165,0.356] g[3.228,4.248]\n",
            "> 4448, dA[0.064,0.068] dB[0.013,0.037] g[6.635,6.047]\n",
            "> 4449, dA[0.089,0.182] dB[0.018,0.033] g[3.795,3.436]\n",
            "> 4450, dA[0.059,0.019] dB[0.207,0.049] g[5.021,4.984]\n",
            "> 4451, dA[0.025,0.092] dB[0.024,0.034] g[5.038,5.054]\n",
            "> 4452, dA[0.015,0.053] dB[0.013,0.085] g[4.321,4.964]\n",
            "> 4453, dA[0.010,0.045] dB[0.128,0.047] g[5.698,7.873]\n",
            "> 4454, dA[0.039,0.052] dB[0.015,0.036] g[8.899,8.193]\n",
            "> 4455, dA[0.011,0.113] dB[0.163,0.127] g[4.962,5.983]\n",
            "> 4456, dA[0.247,0.142] dB[0.042,0.022] g[3.790,3.661]\n",
            "> 4457, dA[0.191,0.117] dB[0.012,0.025] g[2.887,3.042]\n",
            "> 4458, dA[0.260,0.292] dB[0.217,0.196] g[3.102,3.600]\n",
            "> 4459, dA[0.043,0.010] dB[0.324,0.037] g[3.547,3.854]\n",
            "> 4460, dA[0.013,0.064] dB[0.025,0.261] g[2.462,3.477]\n",
            "> 4461, dA[0.065,0.012] dB[0.017,0.035] g[3.898,4.811]\n",
            "> 4462, dA[0.022,0.009] dB[0.016,0.029] g[5.398,4.706]\n",
            "> 4463, dA[0.044,0.020] dB[0.168,0.116] g[4.261,3.746]\n",
            "> 4464, dA[0.081,0.058] dB[0.015,0.021] g[3.440,3.695]\n",
            "> 4465, dA[0.036,0.033] dB[0.010,0.015] g[5.256,5.713]\n",
            "> 4466, dA[0.157,0.057] dB[0.032,0.161] g[3.211,5.187]\n",
            "> 4467, dA[0.101,0.591] dB[0.242,0.084] g[3.968,4.462]\n",
            "> 4468, dA[0.025,0.019] dB[0.012,0.017] g[5.556,5.763]\n",
            "> 4469, dA[0.325,0.028] dB[0.330,0.144] g[4.111,5.767]\n",
            "> 4470, dA[0.071,0.070] dB[0.119,0.103] g[4.562,4.386]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_004470.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_004470.h5\n",
            "> 4471, dA[0.145,0.348] dB[0.039,0.022] g[5.895,4.592]\n",
            "> 4472, dA[0.010,0.027] dB[0.043,0.011] g[7.121,6.727]\n",
            "> 4473, dA[0.138,0.020] dB[0.016,0.011] g[7.992,7.705]\n",
            "> 4474, dA[0.023,0.016] dB[0.014,0.031] g[3.674,4.212]\n",
            "> 4475, dA[0.028,0.075] dB[0.032,0.052] g[6.839,7.774]\n",
            "> 4476, dA[0.057,0.054] dB[0.015,0.021] g[12.262,10.555]\n",
            "> 4477, dA[0.012,0.045] dB[0.068,0.027] g[4.771,4.636]\n",
            "> 4478, dA[0.019,0.110] dB[0.027,0.018] g[5.359,4.498]\n",
            "> 4479, dA[0.197,0.046] dB[0.012,0.005] g[5.145,5.943]\n",
            "> 4480, dA[0.046,0.037] dB[0.143,0.071] g[3.944,4.358]\n",
            "> 4481, dA[0.255,0.076] dB[0.034,0.028] g[8.728,7.137]\n",
            "> 4482, dA[0.006,0.109] dB[0.023,0.033] g[2.737,3.150]\n",
            "> 4483, dA[0.051,0.009] dB[0.031,0.046] g[4.351,5.076]\n",
            "> 4484, dA[0.219,0.021] dB[0.004,0.013] g[6.064,6.226]\n",
            "> 4485, dA[0.113,0.070] dB[0.087,0.009] g[5.403,5.443]\n",
            "> 4486, dA[0.340,0.144] dB[0.074,0.086] g[3.000,3.142]\n",
            "> 4487, dA[0.071,0.033] dB[0.064,0.037] g[6.934,6.933]\n",
            "> 4488, dA[0.036,0.065] dB[0.025,0.027] g[4.905,4.690]\n",
            "> 4489, dA[0.096,0.074] dB[0.030,0.011] g[5.325,4.782]\n",
            "> 4490, dA[0.080,0.005] dB[0.014,0.021] g[4.452,4.153]\n",
            "> 4491, dA[0.007,0.053] dB[0.151,0.069] g[3.768,3.337]\n",
            "> 4492, dA[0.027,0.080] dB[0.070,0.088] g[8.141,6.446]\n",
            "> 4493, dA[0.012,0.023] dB[0.122,0.012] g[4.759,4.427]\n",
            "> 4494, dA[0.021,0.012] dB[0.042,0.015] g[5.633,5.712]\n",
            "> 4495, dA[0.009,0.005] dB[0.011,0.010] g[4.943,5.339]\n",
            "> 4496, dA[0.042,0.198] dB[0.147,0.017] g[4.965,5.192]\n",
            "> 4497, dA[0.008,0.014] dB[0.051,0.113] g[6.585,7.901]\n",
            "> 4498, dA[0.128,0.032] dB[0.268,0.031] g[3.954,4.236]\n",
            "> 4499, dA[0.005,0.063] dB[0.020,0.063] g[3.913,5.163]\n",
            "> 4500, dA[0.046,0.049] dB[0.006,0.082] g[5.952,6.867]\n",
            "> 4501, dA[0.018,0.137] dB[0.470,0.053] g[4.347,4.980]\n",
            "> 4502, dA[0.018,0.017] dB[0.016,0.042] g[4.103,5.627]\n",
            "> 4503, dA[0.021,0.014] dB[0.012,0.235] g[4.935,5.327]\n",
            "> 4504, dA[0.019,0.025] dB[0.090,0.019] g[6.930,7.184]\n",
            "> 4505, dA[0.144,0.036] dB[0.226,0.112] g[4.244,4.115]\n",
            "> 4506, dA[0.021,0.020] dB[0.031,0.011] g[6.549,7.927]\n",
            "> 4507, dA[0.109,0.040] dB[0.028,0.062] g[7.295,6.466]\n",
            "> 4508, dA[0.046,0.042] dB[0.008,0.019] g[4.196,4.039]\n",
            "> 4509, dA[0.113,0.031] dB[0.145,0.019] g[3.468,3.582]\n",
            "> 4510, dA[0.070,0.009] dB[0.030,0.018] g[5.161,5.109]\n",
            "> 4511, dA[0.065,0.049] dB[0.102,0.027] g[5.789,5.703]\n",
            "> 4512, dA[0.011,0.009] dB[0.026,0.178] g[8.039,9.304]\n",
            "> 4513, dA[0.028,0.125] dB[0.006,0.014] g[4.227,4.041]\n",
            "> 4514, dA[0.060,0.020] dB[0.467,0.111] g[5.326,7.423]\n",
            "> 4515, dA[0.091,0.021] dB[0.024,0.123] g[3.017,3.686]\n",
            "> 4516, dA[0.007,0.062] dB[0.096,0.129] g[3.808,3.888]\n",
            "> 4517, dA[0.018,0.011] dB[0.040,0.050] g[5.021,6.739]\n",
            "> 4518, dA[0.027,0.025] dB[0.126,0.051] g[4.139,4.634]\n",
            "> 4519, dA[0.072,0.024] dB[0.008,0.010] g[6.044,6.552]\n",
            "> 4520, dA[0.132,0.028] dB[0.018,0.033] g[5.310,4.984]\n",
            "> 4521, dA[0.085,0.047] dB[0.016,0.013] g[5.578,5.484]\n",
            "> 4522, dA[0.053,0.012] dB[0.016,0.019] g[4.368,4.297]\n",
            "> 4523, dA[0.012,0.008] dB[0.010,0.004] g[4.962,5.845]\n",
            "> 4524, dA[0.027,0.016] dB[0.032,0.008] g[6.579,8.038]\n",
            "> 4525, dA[0.042,0.007] dB[0.016,0.011] g[4.007,4.498]\n",
            "> 4526, dA[0.013,0.131] dB[0.008,0.008] g[7.426,6.980]\n",
            "> 4527, dA[0.147,0.045] dB[0.144,0.198] g[4.874,4.267]\n",
            "> 4528, dA[0.004,0.039] dB[0.030,0.019] g[5.774,6.601]\n",
            "> 4529, dA[0.120,0.025] dB[0.100,0.278] g[5.422,6.630]\n",
            "> 4530, dA[0.069,0.145] dB[0.145,0.048] g[4.883,4.659]\n",
            "> 4531, dA[0.131,0.165] dB[0.035,0.032] g[3.647,4.399]\n",
            "> 4532, dA[0.048,0.019] dB[0.031,0.142] g[4.129,5.112]\n",
            "> 4533, dA[0.393,0.053] dB[0.049,0.026] g[4.797,4.856]\n",
            "> 4534, dA[0.022,0.017] dB[0.092,0.139] g[3.450,3.690]\n",
            "> 4535, dA[0.049,0.026] dB[0.030,0.008] g[7.404,8.777]\n",
            "> 4536, dA[0.039,0.034] dB[0.118,0.024] g[4.932,5.863]\n",
            "> 4537, dA[0.195,0.180] dB[0.029,0.061] g[3.742,4.336]\n",
            "> 4538, dA[0.024,0.020] dB[0.063,0.088] g[7.812,9.144]\n",
            "> 4539, dA[0.010,0.064] dB[0.034,0.020] g[8.630,6.896]\n",
            "> 4540, dA[0.020,0.014] dB[0.016,0.016] g[10.486,8.916]\n",
            "> 4541, dA[0.049,0.021] dB[0.021,0.029] g[3.826,5.434]\n",
            "> 4542, dA[0.026,0.171] dB[0.252,0.047] g[7.384,9.343]\n",
            "> 4543, dA[0.163,0.023] dB[0.017,0.237] g[3.805,5.130]\n",
            "> 4544, dA[0.020,0.017] dB[0.016,0.013] g[7.333,7.038]\n",
            "> 4545, dA[0.049,0.010] dB[0.374,0.040] g[4.434,5.022]\n",
            "> 4546, dA[0.408,0.430] dB[0.105,0.139] g[2.706,3.152]\n",
            "> 4547, dA[0.147,0.167] dB[0.084,0.310] g[2.911,3.839]\n",
            "> 4548, dA[0.008,0.039] dB[0.016,0.072] g[8.355,7.555]\n",
            "> 4549, dA[0.073,0.035] dB[0.270,0.059] g[4.482,5.147]\n",
            "> 4550, dA[0.019,0.120] dB[0.105,0.213] g[3.691,4.461]\n",
            "> 4551, dA[0.044,0.039] dB[0.026,0.131] g[3.824,4.925]\n",
            "> 4552, dA[0.044,0.024] dB[0.032,0.044] g[5.443,5.818]\n",
            "> 4553, dA[0.144,0.145] dB[0.044,0.012] g[4.507,4.790]\n",
            "> 4554, dA[0.015,0.181] dB[0.211,0.082] g[3.636,3.614]\n",
            "> 4555, dA[0.268,0.099] dB[0.020,0.058] g[3.796,3.769]\n",
            "> 4556, dA[0.061,0.029] dB[0.051,0.067] g[2.807,3.137]\n",
            "> 4557, dA[0.139,0.108] dB[0.294,0.074] g[3.518,3.788]\n",
            "> 4558, dA[0.025,0.020] dB[0.017,0.141] g[4.615,4.819]\n",
            "> 4559, dA[0.166,0.105] dB[0.022,0.012] g[9.964,7.079]\n",
            "> 4560, dA[0.047,0.088] dB[0.411,0.055] g[3.256,3.003]\n",
            "> 4561, dA[0.020,0.022] dB[0.028,0.035] g[5.519,5.314]\n",
            "> 4562, dA[0.023,0.051] dB[0.011,0.008] g[5.538,6.556]\n",
            "> 4563, dA[0.019,0.056] dB[0.103,0.061] g[3.940,5.434]\n",
            "> 4564, dA[0.074,0.051] dB[0.018,0.022] g[4.682,3.872]\n",
            "> 4565, dA[0.040,0.038] dB[0.033,0.027] g[5.782,5.171]\n",
            "> 4566, dA[0.083,0.055] dB[0.205,0.089] g[4.620,4.814]\n",
            "> 4567, dA[0.154,0.220] dB[0.067,0.064] g[3.911,4.171]\n",
            "> 4568, dA[0.009,0.029] dB[0.060,0.083] g[5.038,6.052]\n",
            "> 4569, dA[0.390,0.031] dB[0.013,0.054] g[3.824,4.707]\n",
            "> 4570, dA[0.010,0.094] dB[0.106,0.041] g[3.484,3.314]\n",
            "> 4571, dA[0.006,0.054] dB[0.028,0.021] g[6.174,7.142]\n",
            "> 4572, dA[0.020,0.008] dB[0.009,0.021] g[4.552,5.565]\n",
            "> 4573, dA[0.030,0.025] dB[0.043,0.039] g[7.339,6.065]\n",
            "> 4574, dA[0.044,0.029] dB[0.113,0.034] g[5.248,6.911]\n",
            "> 4575, dA[0.031,0.016] dB[0.005,0.027] g[4.669,4.489]\n",
            "> 4576, dA[0.021,0.072] dB[0.038,0.017] g[6.454,5.408]\n",
            "> 4577, dA[0.013,0.020] dB[0.020,0.034] g[6.597,6.191]\n",
            "> 4578, dA[0.075,0.093] dB[0.008,0.027] g[5.470,6.347]\n",
            "> 4579, dA[0.209,0.095] dB[0.026,0.077] g[3.333,4.031]\n",
            "> 4580, dA[0.023,0.238] dB[0.023,0.023] g[3.915,4.189]\n",
            "> 4581, dA[0.314,0.014] dB[0.016,0.020] g[4.931,5.422]\n",
            "> 4582, dA[0.024,0.027] dB[0.022,0.010] g[8.150,6.314]\n",
            "> 4583, dA[0.015,0.014] dB[0.017,0.035] g[6.610,5.764]\n",
            "> 4584, dA[0.234,0.129] dB[0.228,0.065] g[3.155,4.016]\n",
            "> 4585, dA[0.038,0.212] dB[0.011,0.162] g[2.843,3.824]\n",
            "> 4586, dA[0.022,0.066] dB[0.183,0.039] g[4.854,5.613]\n",
            "> 4587, dA[0.203,0.065] dB[0.045,0.036] g[3.322,4.466]\n",
            "> 4588, dA[0.020,0.034] dB[0.292,0.169] g[4.880,4.180]\n",
            "> 4589, dA[0.014,0.015] dB[0.045,0.152] g[4.741,5.951]\n",
            "> 4590, dA[0.050,0.041] dB[0.032,0.019] g[4.811,5.267]\n",
            "> 4591, dA[0.036,0.207] dB[0.019,0.022] g[2.963,3.541]\n",
            "> 4592, dA[0.010,0.024] dB[0.076,0.041] g[5.157,6.794]\n",
            "> 4593, dA[0.039,0.012] dB[0.019,0.014] g[4.902,6.314]\n",
            "> 4594, dA[0.190,0.051] dB[0.070,0.041] g[3.683,3.634]\n",
            "> 4595, dA[0.016,0.072] dB[0.010,0.085] g[6.579,5.913]\n",
            "> 4596, dA[0.023,0.026] dB[0.094,0.041] g[3.658,3.800]\n",
            "> 4597, dA[0.012,0.026] dB[0.008,0.035] g[3.502,3.820]\n",
            "> 4598, dA[0.017,0.041] dB[0.031,0.020] g[5.669,5.704]\n",
            "> 4599, dA[0.018,0.047] dB[0.141,0.161] g[7.471,7.712]\n",
            "> 4600, dA[0.036,0.019] dB[0.022,0.085] g[11.575,10.605]\n",
            "> 4601, dA[0.010,0.014] dB[0.291,0.048] g[6.728,7.950]\n",
            "> 4602, dA[0.059,0.031] dB[0.073,0.054] g[5.560,4.438]\n",
            "> 4603, dA[0.056,0.017] dB[0.020,0.028] g[6.205,6.504]\n",
            "> 4604, dA[0.033,0.008] dB[0.021,0.012] g[7.072,7.927]\n",
            "> 4605, dA[0.040,0.048] dB[0.050,0.304] g[4.627,4.470]\n",
            "> 4606, dA[0.127,0.018] dB[0.057,0.020] g[4.584,5.553]\n",
            "> 4607, dA[0.008,0.016] dB[0.155,0.007] g[3.868,3.727]\n",
            "> 4608, dA[0.018,0.025] dB[0.019,0.039] g[5.741,5.232]\n",
            "> 4609, dA[0.049,0.087] dB[0.224,0.258] g[3.920,5.542]\n",
            "> 4610, dA[0.014,0.014] dB[0.046,0.064] g[4.973,6.794]\n",
            "> 4611, dA[0.223,0.067] dB[0.382,0.257] g[4.411,4.671]\n",
            "> 4612, dA[0.037,0.007] dB[0.076,0.070] g[5.575,6.680]\n",
            "> 4613, dA[0.020,0.009] dB[0.036,0.085] g[5.539,5.635]\n",
            "> 4614, dA[0.378,0.121] dB[0.100,0.012] g[3.584,4.241]\n",
            "> 4615, dA[0.022,0.042] dB[0.006,0.048] g[4.798,4.952]\n",
            "> 4616, dA[0.021,0.051] dB[0.146,0.100] g[4.285,5.369]\n",
            "> 4617, dA[0.102,0.192] dB[0.034,0.062] g[5.769,4.403]\n",
            "> 4618, dA[0.016,0.029] dB[0.039,0.036] g[4.917,4.802]\n",
            "> 4619, dA[0.202,0.091] dB[0.226,0.064] g[4.213,4.681]\n",
            "> 4620, dA[0.054,0.042] dB[0.031,0.030] g[5.532,5.663]\n",
            "> 4621, dA[0.006,0.020] dB[0.014,0.007] g[5.545,6.376]\n",
            "> 4622, dA[0.008,0.019] dB[0.018,0.010] g[6.687,6.936]\n",
            "> 4623, dA[0.008,0.045] dB[0.020,0.007] g[6.674,6.820]\n",
            "> 4624, dA[0.079,0.012] dB[0.020,0.012] g[8.729,8.081]\n",
            "> 4625, dA[0.032,0.005] dB[0.021,0.011] g[10.157,10.327]\n",
            "> 4626, dA[0.121,0.029] dB[0.041,0.090] g[6.759,5.779]\n",
            "> 4627, dA[0.037,0.036] dB[0.158,0.024] g[4.459,4.645]\n",
            "> 4628, dA[0.042,0.024] dB[0.023,0.079] g[3.779,4.832]\n",
            "> 4629, dA[0.019,0.022] dB[0.242,0.095] g[5.344,6.829]\n",
            "> 4630, dA[0.030,0.005] dB[0.075,0.042] g[3.498,4.624]\n",
            "> 4631, dA[0.029,0.048] dB[0.016,0.211] g[3.833,4.477]\n",
            "> 4632, dA[0.016,0.013] dB[0.480,0.097] g[3.853,3.576]\n",
            "> 4633, dA[0.034,0.022] dB[0.292,0.587] g[4.575,4.978]\n",
            "> 4634, dA[0.017,0.015] dB[0.016,0.049] g[7.012,6.836]\n",
            "> 4635, dA[0.163,0.061] dB[0.294,0.050] g[3.614,3.823]\n",
            "> 4636, dA[0.032,0.015] dB[0.016,0.073] g[7.292,7.407]\n",
            "> 4637, dA[0.020,0.081] dB[0.034,0.042] g[5.249,5.209]\n",
            "> 4638, dA[0.342,0.062] dB[0.038,0.016] g[5.244,5.273]\n",
            "> 4639, dA[0.050,0.206] dB[0.054,0.054] g[5.142,4.788]\n",
            "> 4640, dA[0.205,0.010] dB[0.037,0.042] g[4.013,4.724]\n",
            "> 4641, dA[0.042,0.009] dB[0.185,0.093] g[3.642,4.282]\n",
            "> 4642, dA[0.018,0.187] dB[0.068,0.037] g[3.852,3.532]\n",
            "> 4643, dA[0.076,0.037] dB[0.069,0.139] g[2.693,3.599]\n",
            "> 4644, dA[0.025,0.025] dB[0.056,0.302] g[2.690,3.366]\n",
            "> 4645, dA[0.016,0.034] dB[0.008,0.050] g[6.006,5.943]\n",
            "> 4646, dA[0.260,0.169] dB[0.027,0.030] g[4.462,4.212]\n",
            "> 4647, dA[0.109,0.354] dB[0.008,0.052] g[7.652,6.324]\n",
            "> 4648, dA[0.040,0.010] dB[0.115,0.065] g[5.802,7.100]\n",
            "> 4649, dA[0.163,0.076] dB[0.029,0.111] g[6.865,7.713]\n",
            "> 4650, dA[0.088,0.150] dB[0.210,0.013] g[3.912,3.559]\n",
            "> 4651, dA[0.016,0.033] dB[0.057,0.047] g[4.169,4.341]\n",
            "> 4652, dA[0.040,0.036] dB[0.151,0.362] g[3.842,5.374]\n",
            "> 4653, dA[0.206,0.070] dB[0.018,0.015] g[2.707,3.508]\n",
            "> 4654, dA[0.057,0.080] dB[0.150,0.061] g[3.486,3.332]\n",
            "> 4655, dA[0.033,0.124] dB[0.028,0.066] g[4.107,3.345]\n",
            "> 4656, dA[0.121,0.046] dB[0.026,0.035] g[5.812,5.821]\n",
            "> 4657, dA[0.082,0.186] dB[0.057,0.027] g[4.275,4.174]\n",
            "> 4658, dA[0.026,0.054] dB[0.016,0.018] g[3.595,4.163]\n",
            "> 4659, dA[0.048,0.026] dB[0.083,0.237] g[3.780,4.470]\n",
            "> 4660, dA[0.010,0.024] dB[0.110,0.013] g[4.389,6.095]\n",
            "> 4661, dA[0.064,0.036] dB[0.028,0.081] g[3.304,5.351]\n",
            "> 4662, dA[0.192,0.122] dB[0.021,0.027] g[3.317,4.276]\n",
            "> 4663, dA[0.056,0.025] dB[0.096,0.011] g[3.941,4.499]\n",
            "> 4664, dA[0.037,0.012] dB[0.190,0.060] g[3.278,4.877]\n",
            "> 4665, dA[0.019,0.029] dB[0.032,0.086] g[3.445,5.600]\n",
            "> 4666, dA[0.011,0.034] dB[0.042,0.224] g[8.456,9.061]\n",
            "> 4667, dA[0.106,0.072] dB[0.020,0.048] g[3.793,6.018]\n",
            "> 4668, dA[0.051,0.028] dB[0.650,0.068] g[5.675,5.369]\n",
            "> 4669, dA[0.024,0.009] dB[0.014,0.084] g[5.827,7.002]\n",
            "> 4670, dA[0.212,0.379] dB[0.077,0.020] g[4.692,4.661]\n",
            "> 4671, dA[0.016,0.074] dB[0.118,0.080] g[4.139,4.833]\n",
            "> 4672, dA[0.090,0.145] dB[0.033,0.099] g[6.501,5.808]\n",
            "> 4673, dA[0.118,0.376] dB[0.030,0.162] g[3.149,3.688]\n",
            "> 4674, dA[0.044,0.064] dB[0.041,0.020] g[3.775,4.163]\n",
            "> 4675, dA[0.060,0.036] dB[0.128,0.012] g[4.737,4.585]\n",
            "> 4676, dA[0.292,0.219] dB[0.083,0.219] g[2.750,3.568]\n",
            "> 4677, dA[0.045,0.105] dB[0.026,0.031] g[5.021,5.450]\n",
            "> 4678, dA[0.576,0.033] dB[0.017,0.048] g[6.842,7.526]\n",
            "> 4679, dA[0.038,0.047] dB[0.149,0.036] g[5.282,6.136]\n",
            "> 4680, dA[0.063,0.038] dB[0.009,0.314] g[4.169,4.330]\n",
            "> 4681, dA[0.065,0.203] dB[0.383,0.083] g[4.680,3.772]\n",
            "> 4682, dA[0.028,0.013] dB[0.025,0.048] g[5.374,4.457]\n",
            "> 4683, dA[0.015,0.032] dB[0.087,0.026] g[5.508,6.135]\n",
            "> 4684, dA[0.032,0.009] dB[0.028,0.025] g[11.271,11.839]\n",
            "> 4685, dA[0.138,0.266] dB[0.037,0.040] g[4.352,3.656]\n",
            "> 4686, dA[0.011,0.036] dB[0.071,0.042] g[3.601,4.321]\n",
            "> 4687, dA[0.104,0.007] dB[0.028,0.115] g[8.055,9.877]\n",
            "> 4688, dA[0.059,0.035] dB[0.168,0.030] g[7.219,6.782]\n",
            "> 4689, dA[0.012,0.030] dB[0.011,0.157] g[7.314,6.605]\n",
            "> 4690, dA[0.021,0.011] dB[0.060,0.011] g[6.461,5.667]\n",
            "> 4691, dA[0.011,0.074] dB[0.316,0.065] g[5.638,6.748]\n",
            "> 4692, dA[0.032,0.016] dB[0.077,0.110] g[4.222,4.959]\n",
            "> 4693, dA[0.070,0.021] dB[0.029,0.017] g[3.707,4.831]\n",
            "> 4694, dA[0.144,0.101] dB[0.024,0.059] g[4.623,4.960]\n",
            "> 4695, dA[0.080,0.033] dB[0.272,0.068] g[5.848,6.626]\n",
            "> 4696, dA[0.026,0.019] dB[0.041,0.029] g[5.283,6.366]\n",
            "> 4697, dA[0.008,0.006] dB[0.016,0.038] g[5.825,5.881]\n",
            "> 4698, dA[0.113,0.018] dB[0.022,0.144] g[5.963,7.379]\n",
            "> 4699, dA[0.010,0.191] dB[0.018,0.027] g[4.864,4.307]\n",
            "> 4700, dA[0.010,0.023] dB[0.086,0.029] g[8.581,10.453]\n",
            "> 4701, dA[0.044,0.041] dB[0.013,0.009] g[6.978,7.174]\n",
            "> 4702, dA[0.133,0.035] dB[0.015,0.117] g[11.231,9.761]\n",
            "> 4703, dA[0.023,0.120] dB[0.020,0.036] g[5.672,4.603]\n",
            "> 4704, dA[0.016,0.028] dB[0.145,0.088] g[4.121,4.368]\n",
            "> 4705, dA[0.004,0.024] dB[0.011,0.032] g[6.420,7.791]\n",
            "> 4706, dA[0.117,0.015] dB[0.039,0.024] g[5.314,5.942]\n",
            "> 4707, dA[0.011,0.068] dB[0.059,0.016] g[5.212,4.774]\n",
            "> 4708, dA[0.006,0.006] dB[0.019,0.133] g[3.360,4.194]\n",
            "> 4709, dA[0.022,0.016] dB[0.035,0.043] g[3.493,3.766]\n",
            "> 4710, dA[0.013,0.008] dB[0.159,0.187] g[3.372,4.732]\n",
            "> 4711, dA[0.007,0.010] dB[0.021,0.118] g[7.648,7.725]\n",
            "> 4712, dA[0.006,0.047] dB[0.085,0.021] g[6.155,6.699]\n",
            "> 4713, dA[0.054,0.015] dB[0.028,0.009] g[6.437,6.175]\n",
            "> 4714, dA[0.024,0.020] dB[0.130,0.015] g[4.036,3.466]\n",
            "> 4715, dA[0.023,0.020] dB[0.060,0.012] g[5.629,5.667]\n",
            "> 4716, dA[0.084,0.036] dB[0.138,0.032] g[3.993,5.312]\n",
            "> 4717, dA[0.026,0.018] dB[0.023,0.101] g[2.713,3.859]\n",
            "> 4718, dA[0.036,0.028] dB[0.051,0.090] g[3.414,4.568]\n",
            "> 4719, dA[0.026,0.029] dB[0.030,0.017] g[3.323,4.147]\n",
            "> 4720, dA[0.042,0.014] dB[0.208,0.011] g[4.012,4.425]\n",
            "> 4721, dA[0.017,0.048] dB[0.025,0.159] g[7.950,7.586]\n",
            "> 4722, dA[0.018,0.023] dB[0.029,0.042] g[5.052,4.514]\n",
            "> 4723, dA[0.017,0.023] dB[0.137,0.014] g[6.599,7.349]\n",
            "> 4724, dA[0.006,0.083] dB[0.093,0.025] g[3.126,3.589]\n",
            "> 4725, dA[0.264,0.124] dB[0.019,0.044] g[3.842,3.677]\n",
            "> 4726, dA[0.013,0.011] dB[0.027,0.042] g[3.979,5.339]\n",
            "> 4727, dA[0.006,0.064] dB[0.014,0.253] g[3.061,3.916]\n",
            "> 4728, dA[0.121,0.026] dB[0.032,0.026] g[4.939,4.666]\n",
            "> 4729, dA[0.086,0.014] dB[0.049,0.028] g[5.844,5.450]\n",
            "> 4730, dA[0.027,0.009] dB[0.019,0.028] g[5.011,5.404]\n",
            "> 4731, dA[0.007,0.017] dB[0.024,0.019] g[4.769,3.885]\n",
            "> 4732, dA[0.070,0.352] dB[0.022,0.027] g[3.546,2.994]\n",
            "> 4733, dA[0.044,0.025] dB[0.029,0.089] g[8.520,8.694]\n",
            "> 4734, dA[0.078,0.067] dB[0.311,0.046] g[5.459,5.687]\n",
            "> 4735, dA[0.018,0.007] dB[0.013,0.056] g[5.464,5.484]\n",
            "> 4736, dA[0.216,0.162] dB[0.015,0.067] g[5.061,4.631]\n",
            "> 4737, dA[0.012,0.056] dB[0.032,0.029] g[6.629,5.818]\n",
            "> 4738, dA[0.035,0.027] dB[0.088,0.022] g[4.332,4.513]\n",
            "> 4739, dA[0.033,0.008] dB[0.025,0.043] g[7.773,8.968]\n",
            "> 4740, dA[0.040,0.079] dB[0.056,0.042] g[4.882,5.270]\n",
            "> 4741, dA[0.040,0.041] dB[0.033,0.481] g[4.041,5.515]\n",
            "> 4742, dA[0.012,0.024] dB[0.037,0.056] g[5.554,6.997]\n",
            "> 4743, dA[0.022,0.008] dB[0.533,0.348] g[3.945,3.728]\n",
            "> 4744, dA[0.014,0.057] dB[0.112,0.025] g[4.077,4.154]\n",
            "> 4745, dA[0.020,0.020] dB[0.034,0.049] g[6.273,5.820]\n",
            "> 4746, dA[0.019,0.138] dB[0.032,0.027] g[4.460,4.014]\n",
            "> 4747, dA[0.122,0.015] dB[0.021,0.028] g[8.257,7.563]\n",
            "> 4748, dA[0.033,0.048] dB[0.233,0.042] g[3.645,4.286]\n",
            "> 4749, dA[0.013,0.057] dB[0.015,0.080] g[3.655,3.907]\n",
            "> 4750, dA[0.012,0.028] dB[0.012,0.051] g[3.793,3.905]\n",
            "> 4751, dA[0.254,0.040] dB[0.013,0.026] g[4.040,3.845]\n",
            "> 4752, dA[0.070,0.089] dB[0.196,0.025] g[2.669,2.951]\n",
            "> 4753, dA[0.007,0.063] dB[0.162,0.209] g[2.784,3.025]\n",
            "> 4754, dA[0.053,0.015] dB[0.016,0.032] g[6.253,8.501]\n",
            "> 4755, dA[0.031,0.038] dB[0.011,0.020] g[7.445,7.110]\n",
            "> 4756, dA[0.038,0.026] dB[0.166,0.025] g[4.104,5.357]\n",
            "> 4757, dA[0.039,0.024] dB[0.032,0.051] g[5.200,6.470]\n",
            "> 4758, dA[0.243,0.169] dB[0.149,0.136] g[3.227,3.600]\n",
            "> 4759, dA[0.123,0.011] dB[0.028,0.140] g[3.098,3.262]\n",
            "> 4760, dA[0.060,0.104] dB[0.257,0.017] g[5.589,6.120]\n",
            "> 4761, dA[0.009,0.022] dB[0.011,0.113] g[7.344,9.185]\n",
            "> 4762, dA[0.308,0.082] dB[0.254,0.176] g[3.697,4.848]\n",
            "> 4763, dA[0.022,0.065] dB[0.007,0.032] g[5.494,5.021]\n",
            "> 4764, dA[0.010,0.097] dB[0.048,0.023] g[9.763,8.719]\n",
            "> 4765, dA[0.065,0.020] dB[0.084,0.035] g[3.867,4.081]\n",
            "> 4766, dA[0.019,0.069] dB[0.027,0.059] g[5.958,7.210]\n",
            "> 4767, dA[0.024,0.029] dB[0.022,0.020] g[4.898,5.211]\n",
            "> 4768, dA[0.062,0.027] dB[0.144,0.036] g[6.041,6.859]\n",
            "> 4769, dA[0.036,0.017] dB[0.013,0.101] g[4.110,5.211]\n",
            "> 4770, dA[0.298,0.052] dB[0.013,0.095] g[3.568,4.175]\n",
            "> 4771, dA[0.042,0.070] dB[0.037,0.016] g[5.079,4.912]\n",
            "> 4772, dA[0.014,0.028] dB[0.010,0.026] g[11.739,12.146]\n",
            "> 4773, dA[0.229,0.124] dB[0.126,0.030] g[3.918,5.096]\n",
            "> 4774, dA[0.095,0.010] dB[0.023,0.037] g[8.388,7.750]\n",
            "> 4775, dA[0.038,0.121] dB[0.080,0.102] g[4.089,4.649]\n",
            "> 4776, dA[0.009,0.015] dB[0.013,0.033] g[5.445,5.378]\n",
            "> 4777, dA[0.008,0.019] dB[0.197,0.075] g[5.404,6.667]\n",
            "> 4778, dA[0.056,0.031] dB[0.010,0.028] g[3.870,4.140]\n",
            "> 4779, dA[0.010,0.015] dB[0.150,0.034] g[3.863,4.459]\n",
            "> 4780, dA[0.026,0.051] dB[0.028,0.016] g[4.971,5.517]\n",
            "> 4781, dA[0.020,0.065] dB[0.131,0.330] g[3.874,3.971]\n",
            "> 4782, dA[0.013,0.044] dB[0.076,0.054] g[9.497,7.801]\n",
            "> 4783, dA[0.008,0.036] dB[0.112,0.106] g[4.442,5.110]\n",
            "> 4784, dA[0.349,0.304] dB[0.072,0.016] g[3.074,3.251]\n",
            "> 4785, dA[0.077,0.038] dB[0.043,0.025] g[6.433,6.413]\n",
            "> 4786, dA[0.026,0.024] dB[0.017,0.017] g[7.285,7.297]\n",
            "> 4787, dA[0.037,0.032] dB[0.035,0.014] g[6.801,8.120]\n",
            "> 4788, dA[0.006,0.013] dB[0.092,0.203] g[4.040,5.128]\n",
            "> 4789, dA[0.137,0.023] dB[0.383,0.092] g[3.819,5.072]\n",
            "> 4790, dA[0.048,0.101] dB[0.008,0.122] g[7.731,7.951]\n",
            "> 4791, dA[0.171,0.085] dB[0.128,0.061] g[4.066,4.837]\n",
            "> 4792, dA[0.079,0.008] dB[0.007,0.013] g[5.763,6.423]\n",
            "> 4793, dA[0.009,0.093] dB[0.091,0.038] g[4.813,5.027]\n",
            "> 4794, dA[0.021,0.029] dB[0.029,0.020] g[5.146,5.480]\n",
            "> 4795, dA[0.016,0.010] dB[0.027,0.152] g[5.095,6.682]\n",
            "> 4796, dA[0.127,0.101] dB[0.157,0.007] g[4.978,5.289]\n",
            "> 4797, dA[0.009,0.028] dB[0.014,0.029] g[4.518,4.680]\n",
            "> 4798, dA[0.385,0.120] dB[0.139,0.026] g[3.486,3.629]\n",
            "> 4799, dA[0.035,0.046] dB[0.043,0.066] g[3.541,4.323]\n",
            "> 4800, dA[0.102,0.037] dB[0.013,0.102] g[3.787,4.343]\n",
            "> 4801, dA[0.009,0.125] dB[0.252,0.025] g[3.774,3.462]\n",
            "> 4802, dA[0.225,0.016] dB[0.052,0.169] g[2.933,5.198]\n",
            "> 4803, dA[0.009,0.094] dB[0.016,0.039] g[7.934,7.135]\n",
            "> 4804, dA[0.020,0.050] dB[0.639,0.169] g[8.027,9.722]\n",
            "> 4805, dA[0.252,0.034] dB[0.018,0.028] g[4.125,5.633]\n",
            "> 4806, dA[0.019,0.030] dB[0.155,0.281] g[6.287,6.954]\n",
            "> 4807, dA[0.019,0.039] dB[0.099,0.356] g[2.950,4.298]\n",
            "> 4808, dA[0.058,0.019] dB[0.086,0.031] g[7.044,6.197]\n",
            "> 4809, dA[0.021,0.035] dB[0.036,0.057] g[14.442,14.491]\n",
            "> 4810, dA[0.077,0.071] dB[0.329,0.066] g[3.116,3.345]\n",
            "> 4811, dA[0.068,0.014] dB[0.020,0.044] g[3.701,4.118]\n",
            "> 4812, dA[0.056,0.010] dB[0.016,0.036] g[10.010,11.154]\n",
            "> 4813, dA[0.019,0.028] dB[0.022,0.024] g[6.856,5.668]\n",
            "> 4814, dA[0.021,0.009] dB[0.039,0.011] g[5.747,5.696]\n",
            "> 4815, dA[0.159,0.061] dB[0.033,0.012] g[4.666,4.999]\n",
            "> 4816, dA[0.012,0.114] dB[0.018,0.157] g[2.798,2.939]\n",
            "> 4817, dA[0.093,0.014] dB[0.016,0.016] g[6.435,6.356]\n",
            "> 4818, dA[0.005,0.032] dB[0.072,0.014] g[5.843,5.095]\n",
            "> 4819, dA[0.010,0.131] dB[0.068,0.054] g[7.590,8.311]\n",
            "> 4820, dA[0.087,0.014] dB[0.020,0.088] g[3.752,4.495]\n",
            "> 4821, dA[0.008,0.069] dB[0.066,0.039] g[8.894,8.257]\n",
            "> 4822, dA[0.015,0.016] dB[0.244,0.091] g[3.329,3.467]\n",
            "> 4823, dA[0.011,0.021] dB[0.009,0.042] g[6.928,6.907]\n",
            "> 4824, dA[0.006,0.018] dB[0.015,0.115] g[3.547,4.403]\n",
            "> 4825, dA[0.087,0.019] dB[0.032,0.023] g[5.508,6.275]\n",
            "> 4826, dA[0.012,0.020] dB[0.089,0.090] g[3.934,4.033]\n",
            "> 4827, dA[0.044,0.026] dB[0.044,0.051] g[6.283,6.242]\n",
            "> 4828, dA[0.045,0.013] dB[0.097,0.022] g[4.831,4.412]\n",
            "> 4829, dA[0.024,0.016] dB[0.020,0.053] g[6.702,8.444]\n",
            "> 4830, dA[0.016,0.174] dB[0.192,0.071] g[3.041,3.028]\n",
            "> 4831, dA[0.123,0.131] dB[0.012,0.080] g[2.755,3.328]\n",
            "> 4832, dA[0.095,0.147] dB[0.018,0.040] g[5.566,5.789]\n",
            "> 4833, dA[0.033,0.124] dB[0.274,0.026] g[4.776,4.358]\n",
            "> 4834, dA[0.028,0.010] dB[0.027,0.105] g[4.433,6.029]\n",
            "> 4835, dA[0.452,0.105] dB[0.010,0.063] g[3.113,4.485]\n",
            "> 4836, dA[0.020,0.369] dB[0.388,0.131] g[3.725,4.260]\n",
            "> 4837, dA[0.072,0.031] dB[0.014,0.043] g[6.360,6.027]\n",
            "> 4838, dA[0.020,0.036] dB[0.017,0.056] g[4.612,5.663]\n",
            "> 4839, dA[0.010,0.086] dB[0.045,0.107] g[3.654,5.133]\n",
            "> 4840, dA[0.018,0.040] dB[0.010,0.061] g[3.073,3.497]\n",
            "> 4841, dA[0.017,0.030] dB[0.153,0.013] g[4.390,6.069]\n",
            "> 4842, dA[0.008,0.067] dB[0.178,0.090] g[4.906,4.654]\n",
            "> 4843, dA[0.074,0.011] dB[0.073,0.018] g[11.192,9.435]\n",
            "> 4844, dA[0.035,0.037] dB[0.124,0.012] g[5.307,5.779]\n",
            "> 4845, dA[0.022,0.007] dB[0.030,0.006] g[6.850,7.837]\n",
            "> 4846, dA[0.019,0.023] dB[0.024,0.066] g[3.209,3.730]\n",
            "> 4847, dA[0.104,0.018] dB[0.010,0.041] g[5.188,5.469]\n",
            "> 4848, dA[0.040,0.021] dB[0.011,0.139] g[3.021,4.069]\n",
            "> 4849, dA[0.547,0.142] dB[0.086,0.008] g[4.423,4.477]\n",
            "> 4850, dA[0.027,0.145] dB[0.119,0.030] g[4.330,3.293]\n",
            "> 4851, dA[0.019,0.021] dB[0.023,0.059] g[6.645,7.847]\n",
            "> 4852, dA[0.018,0.015] dB[0.020,0.016] g[6.005,6.076]\n",
            "> 4853, dA[0.017,0.020] dB[0.085,0.062] g[3.523,4.304]\n",
            "> 4854, dA[0.014,0.017] dB[0.048,0.008] g[5.973,6.158]\n",
            "> 4855, dA[0.006,0.011] dB[0.037,0.017] g[6.977,7.737]\n",
            "> 4856, dA[0.012,0.022] dB[0.023,0.071] g[3.836,4.933]\n",
            "> 4857, dA[0.084,0.004] dB[0.018,0.023] g[8.734,8.142]\n",
            "> 4858, dA[0.013,0.125] dB[0.363,0.084] g[4.987,4.276]\n",
            "> 4859, dA[0.006,0.023] dB[0.038,0.021] g[5.377,5.818]\n",
            "> 4860, dA[0.012,0.010] dB[0.011,0.089] g[3.919,6.317]\n",
            "> 4861, dA[0.048,0.008] dB[0.011,0.022] g[5.361,5.909]\n",
            "> 4862, dA[0.016,0.031] dB[0.278,0.111] g[4.679,5.210]\n",
            "> 4863, dA[0.080,0.016] dB[0.030,0.017] g[3.790,3.845]\n",
            "> 4864, dA[0.138,0.030] dB[0.089,0.172] g[3.867,4.345]\n",
            "> 4865, dA[0.049,0.031] dB[0.131,0.023] g[5.602,6.022]\n",
            "> 4866, dA[0.009,0.056] dB[0.008,0.035] g[6.121,7.001]\n",
            "> 4867, dA[0.047,0.019] dB[0.017,0.048] g[5.104,6.815]\n",
            "> 4868, dA[0.070,0.008] dB[0.036,0.136] g[5.679,5.713]\n",
            "> 4869, dA[0.016,0.079] dB[0.192,0.027] g[3.690,3.115]\n",
            "> 4870, dA[0.007,0.033] dB[0.024,0.076] g[6.678,7.955]\n",
            "> 4871, dA[0.132,0.011] dB[0.048,0.016] g[4.699,5.123]\n",
            "> 4872, dA[0.063,0.116] dB[0.006,0.096] g[6.837,6.080]\n",
            "> 4873, dA[0.348,0.073] dB[0.012,0.283] g[3.097,4.416]\n",
            "> 4874, dA[0.017,0.065] dB[0.029,0.015] g[5.778,5.602]\n",
            "> 4875, dA[0.010,0.027] dB[0.051,0.013] g[6.750,7.715]\n",
            "> 4876, dA[0.025,0.015] dB[0.012,0.045] g[7.947,7.483]\n",
            "> 4877, dA[0.038,0.050] dB[0.023,0.015] g[9.601,8.638]\n",
            "> 4878, dA[0.097,0.017] dB[0.215,0.140] g[3.829,4.463]\n",
            "> 4879, dA[0.041,0.052] dB[0.014,0.048] g[4.445,4.219]\n",
            "> 4880, dA[0.023,0.172] dB[0.204,0.363] g[4.063,4.909]\n",
            "> 4881, dA[0.070,0.143] dB[0.040,0.044] g[6.300,7.500]\n",
            "> 4882, dA[0.096,0.148] dB[0.243,0.178] g[4.018,4.616]\n",
            "> 4883, dA[0.040,0.019] dB[0.061,0.092] g[3.471,4.139]\n",
            "> 4884, dA[0.041,0.014] dB[0.021,0.028] g[4.591,4.941]\n",
            "> 4885, dA[0.030,0.067] dB[0.072,0.007] g[4.825,4.481]\n",
            "> 4886, dA[0.021,0.005] dB[0.049,0.049] g[5.373,5.869]\n",
            "> 4887, dA[0.010,0.059] dB[0.072,0.092] g[4.081,4.486]\n",
            "> 4888, dA[0.312,0.101] dB[0.021,0.024] g[3.207,4.534]\n",
            "> 4889, dA[0.133,0.095] dB[0.017,0.042] g[6.114,5.573]\n",
            "> 4890, dA[0.010,0.129] dB[0.025,0.052] g[5.409,6.163]\n",
            "> 4891, dA[0.027,0.048] dB[0.031,0.013] g[9.115,7.707]\n",
            "> 4892, dA[0.014,0.017] dB[0.675,0.093] g[5.248,4.930]\n",
            "> 4893, dA[0.012,0.015] dB[0.081,0.198] g[3.199,3.677]\n",
            "> 4894, dA[0.005,0.038] dB[0.064,0.033] g[7.482,6.727]\n",
            "> 4895, dA[0.413,0.105] dB[0.132,0.219] g[2.394,2.472]\n",
            "> 4896, dA[0.103,0.035] dB[0.015,0.023] g[12.142,8.512]\n",
            "> 4897, dA[0.057,0.280] dB[0.281,0.085] g[4.902,4.809]\n",
            "> 4898, dA[0.009,0.007] dB[0.064,0.029] g[5.104,5.591]\n",
            "> 4899, dA[0.049,0.014] dB[0.050,0.065] g[7.780,7.710]\n",
            "> 4900, dA[0.156,0.056] dB[0.141,0.029] g[3.535,4.127]\n",
            "> 4901, dA[0.080,0.081] dB[0.021,0.088] g[4.383,4.018]\n",
            "> 4902, dA[0.039,0.018] dB[0.030,0.013] g[4.253,3.709]\n",
            "> 4903, dA[0.012,0.117] dB[0.071,0.019] g[4.527,5.251]\n",
            "> 4904, dA[0.029,0.021] dB[0.030,0.099] g[4.304,5.646]\n",
            "> 4905, dA[0.013,0.011] dB[0.125,0.037] g[4.133,4.999]\n",
            "> 4906, dA[0.007,0.046] dB[0.015,0.121] g[3.377,4.576]\n",
            "> 4907, dA[0.043,0.030] dB[0.087,0.037] g[5.710,6.841]\n",
            "> 4908, dA[0.279,0.056] dB[0.018,0.151] g[5.635,6.193]\n",
            "> 4909, dA[0.011,0.026] dB[0.041,0.081] g[8.423,6.937]\n",
            "> 4910, dA[0.120,0.132] dB[0.097,0.080] g[4.988,3.699]\n",
            "> 4911, dA[0.167,0.015] dB[0.180,0.096] g[4.297,4.910]\n",
            "> 4912, dA[0.023,0.041] dB[0.051,0.030] g[3.972,4.329]\n",
            "> 4913, dA[0.011,0.033] dB[0.196,0.076] g[4.933,5.231]\n",
            "> 4914, dA[0.060,0.012] dB[0.069,0.021] g[3.341,3.686]\n",
            "> 4915, dA[0.111,0.054] dB[0.059,0.022] g[5.897,5.496]\n",
            "> 4916, dA[0.019,0.076] dB[0.026,0.147] g[4.673,5.762]\n",
            "> 4917, dA[0.033,0.013] dB[0.164,0.049] g[4.387,4.915]\n",
            "> 4918, dA[0.019,0.015] dB[0.093,0.365] g[4.118,3.894]\n",
            "> 4919, dA[0.014,0.031] dB[0.018,0.032] g[8.340,7.794]\n",
            "> 4920, dA[0.031,0.059] dB[0.050,0.060] g[15.715,14.806]\n",
            "> 4921, dA[0.020,0.028] dB[0.031,0.027] g[6.917,6.747]\n",
            "> 4922, dA[0.044,0.012] dB[0.119,0.023] g[6.419,7.586]\n",
            "> 4923, dA[0.009,0.011] dB[0.015,0.141] g[4.433,5.074]\n",
            "> 4924, dA[0.022,0.050] dB[0.096,0.017] g[4.666,4.656]\n",
            "> 4925, dA[0.044,0.020] dB[0.124,0.083] g[3.498,4.182]\n",
            "> 4926, dA[0.016,0.035] dB[0.026,0.016] g[8.905,10.719]\n",
            "> 4927, dA[0.008,0.042] dB[0.010,0.031] g[8.692,9.978]\n",
            "> 4928, dA[0.067,0.023] dB[0.015,0.028] g[3.822,5.022]\n",
            "> 4929, dA[0.060,0.037] dB[0.122,0.009] g[4.859,6.660]\n",
            "> 4930, dA[0.014,0.199] dB[0.088,0.130] g[5.365,6.219]\n",
            "> 4931, dA[0.574,0.036] dB[0.010,0.253] g[4.122,6.575]\n",
            "> 4932, dA[0.019,0.017] dB[0.233,0.014] g[5.308,5.876]\n",
            "> 4933, dA[0.122,0.056] dB[0.009,0.069] g[3.974,4.604]\n",
            "> 4934, dA[0.168,0.101] dB[0.102,0.080] g[3.416,4.279]\n",
            "> 4935, dA[0.017,0.058] dB[0.007,0.062] g[3.259,3.251]\n",
            "> 4936, dA[0.198,0.177] dB[0.036,0.051] g[6.856,6.261]\n",
            "> 4937, dA[0.072,0.060] dB[0.146,0.014] g[4.727,3.790]\n",
            "> 4938, dA[0.055,0.019] dB[0.009,0.025] g[10.656,11.901]\n",
            "> 4939, dA[0.105,0.009] dB[0.135,0.063] g[4.652,6.706]\n",
            "> 4940, dA[0.019,0.010] dB[0.027,0.111] g[5.766,7.132]\n",
            "> 4941, dA[0.089,0.029] dB[0.139,0.026] g[4.970,6.031]\n",
            "> 4942, dA[0.292,0.028] dB[0.017,0.031] g[6.665,6.550]\n",
            "> 4943, dA[0.014,0.026] dB[0.194,0.028] g[3.961,5.055]\n",
            "> 4944, dA[0.037,0.015] dB[0.015,0.017] g[4.652,5.535]\n",
            "> 4945, dA[0.010,0.008] dB[0.036,0.053] g[5.898,7.230]\n",
            "> 4946, dA[0.124,0.012] dB[0.060,0.047] g[5.607,5.494]\n",
            "> 4947, dA[0.035,0.082] dB[0.050,0.021] g[4.154,4.111]\n",
            "> 4948, dA[0.011,0.060] dB[0.016,0.011] g[10.724,8.250]\n",
            "> 4949, dA[0.012,0.029] dB[0.020,0.020] g[4.776,6.230]\n",
            "> 4950, dA[0.037,0.013] dB[0.138,0.112] g[3.814,4.582]\n",
            "> 4951, dA[0.016,0.117] dB[0.147,0.096] g[4.779,5.277]\n",
            "> 4952, dA[0.013,0.047] dB[0.024,0.058] g[2.739,3.645]\n",
            "> 4953, dA[0.339,0.037] dB[0.026,0.032] g[6.327,6.113]\n",
            "> 4954, dA[0.049,0.148] dB[0.035,0.070] g[6.258,4.559]\n",
            "> 4955, dA[0.022,0.016] dB[0.196,0.027] g[3.393,3.370]\n",
            "> 4956, dA[0.011,0.005] dB[0.067,0.092] g[3.531,3.699]\n",
            "> 4957, dA[0.018,0.011] dB[0.042,0.015] g[6.280,6.967]\n",
            "> 4958, dA[0.006,0.025] dB[0.116,0.098] g[4.436,5.126]\n",
            "> 4959, dA[0.300,0.466] dB[0.023,0.119] g[9.223,7.086]\n",
            "> 4960, dA[0.020,0.017] dB[0.466,0.029] g[3.940,4.195]\n",
            "> 4961, dA[0.030,0.012] dB[0.041,0.016] g[5.554,6.241]\n",
            "> 4962, dA[0.236,0.116] dB[0.034,0.045] g[2.568,3.181]\n",
            "> 4963, dA[0.018,0.159] dB[0.030,0.048] g[4.712,4.529]\n",
            "> 4964, dA[0.024,0.009] dB[0.035,0.016] g[3.351,4.541]\n",
            "> 4965, dA[0.119,0.070] dB[0.020,0.253] g[4.462,5.511]\n",
            "> 4966, dA[0.058,0.017] dB[0.078,0.042] g[5.378,4.241]\n",
            "> 4967, dA[0.023,0.031] dB[0.026,0.035] g[6.567,5.350]\n",
            "> 4968, dA[0.011,0.022] dB[0.093,0.049] g[3.889,3.568]\n",
            "> 4969, dA[0.153,0.045] dB[0.007,0.014] g[5.846,5.314]\n",
            "> 4970, dA[0.048,0.042] dB[0.022,0.079] g[4.594,4.431]\n",
            "> 4971, dA[0.009,0.274] dB[0.152,0.184] g[3.831,4.341]\n",
            "> 4972, dA[0.162,0.060] dB[0.034,0.035] g[4.470,4.949]\n",
            "> 4973, dA[0.549,0.171] dB[0.259,0.052] g[4.327,5.299]\n",
            "> 4974, dA[0.016,0.125] dB[0.017,0.189] g[3.206,3.475]\n",
            "> 4975, dA[0.063,0.011] dB[0.052,0.036] g[4.444,5.165]\n",
            "> 4976, dA[0.013,0.010] dB[0.023,0.029] g[6.735,7.853]\n",
            "> 4977, dA[0.040,0.019] dB[0.082,0.047] g[5.065,5.494]\n",
            "> 4978, dA[0.064,0.023] dB[0.194,0.127] g[3.845,4.181]\n",
            "> 4979, dA[0.016,0.010] dB[0.054,0.113] g[4.418,6.069]\n",
            "> 4980, dA[0.008,0.016] dB[0.051,0.017] g[4.732,5.305]\n",
            "> 4981, dA[0.243,0.141] dB[0.007,0.015] g[3.261,3.934]\n",
            "> 4982, dA[0.018,0.054] dB[0.029,0.018] g[4.627,4.196]\n",
            "> 4983, dA[0.012,0.010] dB[0.037,0.061] g[3.524,4.754]\n",
            "> 4984, dA[0.024,0.010] dB[0.015,0.030] g[3.566,4.982]\n",
            "> 4985, dA[0.038,0.082] dB[0.015,0.211] g[4.097,5.556]\n",
            "> 4986, dA[0.062,0.048] dB[0.342,0.015] g[5.065,5.682]\n",
            "> 4987, dA[0.011,0.009] dB[0.054,0.049] g[4.616,3.994]\n",
            "> 4988, dA[0.159,0.039] dB[0.023,0.077] g[3.405,4.139]\n",
            "> 4989, dA[0.011,0.051] dB[0.027,0.028] g[5.386,6.366]\n",
            "> 4990, dA[0.018,0.047] dB[0.098,0.046] g[4.834,4.820]\n",
            "> 4991, dA[0.017,0.026] dB[0.047,0.014] g[8.340,7.355]\n",
            "> 4992, dA[0.013,0.040] dB[0.060,0.013] g[6.277,6.806]\n",
            "> 4993, dA[0.010,0.014] dB[0.070,0.019] g[6.418,7.926]\n",
            "> 4994, dA[0.008,0.008] dB[0.010,0.151] g[4.463,5.371]\n",
            "> 4995, dA[0.016,0.023] dB[0.019,0.020] g[8.149,7.931]\n",
            "> 4996, dA[0.270,0.150] dB[0.025,0.024] g[7.821,6.847]\n",
            "> 4997, dA[0.025,0.073] dB[0.008,0.011] g[4.031,4.633]\n",
            "> 4998, dA[0.134,0.015] dB[0.008,0.014] g[6.525,6.483]\n",
            "> 4999, dA[0.047,0.208] dB[0.009,0.019] g[4.468,4.175]\n",
            "> 5000, dA[0.148,0.201] dB[0.027,0.055] g[4.103,3.862]\n",
            "> 5001, dA[0.013,0.031] dB[0.010,0.058] g[4.569,6.889]\n",
            "> 5002, dA[0.063,0.032] dB[0.014,0.019] g[7.979,7.982]\n",
            "> 5003, dA[0.035,0.011] dB[0.166,0.075] g[4.760,5.850]\n",
            "> 5004, dA[0.012,0.030] dB[0.041,0.029] g[6.540,6.674]\n",
            "> 5005, dA[0.024,0.067] dB[0.016,0.024] g[4.106,4.731]\n",
            "> 5006, dA[0.033,0.067] dB[0.419,0.090] g[4.319,4.358]\n",
            "> 5007, dA[0.308,0.019] dB[0.019,0.373] g[3.350,5.105]\n",
            "> 5008, dA[0.186,0.069] dB[0.009,0.058] g[4.136,4.841]\n",
            "> 5009, dA[0.067,0.109] dB[0.359,0.012] g[3.268,3.543]\n",
            "> 5010, dA[0.029,0.073] dB[0.022,0.306] g[5.368,6.166]\n",
            "> 5011, dA[0.036,0.011] dB[0.072,0.027] g[5.019,5.538]\n",
            "> 5012, dA[0.082,0.012] dB[0.124,0.021] g[4.637,5.746]\n",
            "> 5013, dA[0.022,0.026] dB[0.013,0.012] g[9.191,9.430]\n",
            "> 5014, dA[0.011,0.021] dB[0.016,0.038] g[3.494,4.137]\n",
            "> 5015, dA[0.150,0.052] dB[0.024,0.025] g[5.721,6.614]\n",
            "> 5016, dA[0.019,0.044] dB[0.089,0.009] g[4.633,4.652]\n",
            "> 5017, dA[0.033,0.032] dB[0.021,0.376] g[5.351,5.484]\n",
            "> 5018, dA[0.103,0.066] dB[0.415,0.084] g[4.593,4.870]\n",
            "> 5019, dA[0.143,0.152] dB[0.124,0.104] g[3.881,3.453]\n",
            "> 5020, dA[0.014,0.011] dB[0.048,0.113] g[4.031,4.578]\n",
            "> 5021, dA[0.014,0.057] dB[0.118,0.004] g[4.452,3.826]\n",
            "> 5022, dA[0.190,0.022] dB[0.026,0.087] g[4.682,5.276]\n",
            "> 5023, dA[0.029,0.101] dB[0.080,0.089] g[5.501,6.514]\n",
            "> 5024, dA[0.369,0.020] dB[0.088,0.057] g[5.214,5.923]\n",
            "> 5025, dA[0.039,0.028] dB[0.024,0.149] g[7.167,6.591]\n",
            "> 5026, dA[0.065,0.057] dB[0.020,0.044] g[6.435,8.726]\n",
            "> 5027, dA[0.014,0.143] dB[0.042,0.012] g[6.921,7.328]\n",
            "> 5028, dA[0.337,0.320] dB[0.050,0.319] g[3.828,4.560]\n",
            "> 5029, dA[0.052,0.054] dB[0.148,0.012] g[4.711,4.275]\n",
            "> 5030, dA[0.049,0.027] dB[0.135,0.246] g[6.188,7.668]\n",
            "> 5031, dA[0.394,0.050] dB[0.039,0.017] g[5.449,5.590]\n",
            "> 5032, dA[0.019,0.290] dB[0.012,0.201] g[3.098,3.180]\n",
            "> 5033, dA[0.019,0.040] dB[0.148,0.030] g[7.868,8.814]\n",
            "> 5034, dA[0.328,0.019] dB[0.035,0.155] g[2.883,4.386]\n",
            "> 5035, dA[0.063,0.096] dB[0.008,0.038] g[5.423,4.861]\n",
            "> 5036, dA[0.011,0.083] dB[0.179,0.133] g[3.312,3.288]\n",
            "> 5037, dA[0.092,0.175] dB[0.084,0.028] g[3.403,3.385]\n",
            "> 5038, dA[0.187,0.019] dB[0.020,0.075] g[4.871,5.143]\n",
            "> 5039, dA[0.023,0.269] dB[0.122,0.050] g[4.617,4.314]\n",
            "> 5040, dA[0.006,0.011] dB[0.169,0.016] g[7.174,8.031]\n",
            "> 5041, dA[0.329,0.029] dB[0.027,0.027] g[3.799,4.956]\n",
            "> 5042, dA[0.017,0.150] dB[0.058,0.026] g[5.207,5.395]\n",
            "> 5043, dA[0.263,0.031] dB[0.091,0.046] g[3.806,5.023]\n",
            "> 5044, dA[0.095,0.165] dB[0.036,0.154] g[5.326,5.206]\n",
            "> 5045, dA[0.016,0.010] dB[0.243,0.019] g[5.464,5.522]\n",
            "> 5046, dA[0.151,0.102] dB[0.048,0.099] g[2.991,3.303]\n",
            "> 5047, dA[0.034,0.111] dB[0.178,0.017] g[5.118,5.089]\n",
            "> 5048, dA[0.009,0.013] dB[0.024,0.201] g[8.462,8.502]\n",
            "> 5049, dA[0.128,0.027] dB[0.055,0.041] g[4.102,4.470]\n",
            "> 5050, dA[0.054,0.025] dB[0.053,0.012] g[4.579,5.065]\n",
            "> 5051, dA[0.077,0.029] dB[0.074,0.047] g[7.966,6.685]\n",
            "> 5052, dA[0.183,0.124] dB[0.042,0.020] g[3.997,4.007]\n",
            "> 5053, dA[0.009,0.013] dB[0.029,0.014] g[5.035,5.982]\n",
            "> 5054, dA[0.077,0.243] dB[0.025,0.027] g[2.609,2.731]\n",
            "> 5055, dA[0.329,0.081] dB[0.038,0.032] g[3.340,3.893]\n",
            "> 5056, dA[0.028,0.194] dB[0.048,0.038] g[4.401,3.959]\n",
            "> 5057, dA[0.127,0.045] dB[0.103,0.076] g[3.061,3.202]\n",
            "> 5058, dA[0.344,0.100] dB[0.014,0.090] g[4.475,4.914]\n",
            "> 5059, dA[0.017,0.044] dB[0.211,0.040] g[4.671,2.883]\n",
            "> 5060, dA[0.083,0.145] dB[0.011,0.060] g[7.225,6.731]\n",
            "> 5061, dA[0.146,0.018] dB[0.266,0.023] g[4.276,4.236]\n",
            "> 5062, dA[0.030,0.122] dB[0.021,0.121] g[7.261,7.601]\n",
            "> 5063, dA[0.025,0.056] dB[0.021,0.012] g[5.522,5.364]\n",
            "> 5064, dA[0.139,0.055] dB[0.087,0.009] g[4.990,4.810]\n",
            "> 5065, dA[0.021,0.030] dB[0.045,0.053] g[3.485,3.370]\n",
            "> 5066, dA[0.015,0.011] dB[0.019,0.021] g[8.178,7.759]\n",
            "> 5067, dA[0.020,0.100] dB[0.061,0.151] g[4.174,5.465]\n",
            "> 5068, dA[0.011,0.015] dB[0.014,0.028] g[4.668,4.963]\n",
            "> 5069, dA[0.039,0.011] dB[0.015,0.033] g[13.555,11.299]\n",
            "> 5070, dA[0.018,0.022] dB[0.018,0.082] g[11.681,9.434]\n",
            "> 5071, dA[0.030,0.029] dB[0.026,0.016] g[5.728,4.362]\n",
            "> 5072, dA[0.026,0.048] dB[0.168,0.028] g[4.751,4.285]\n",
            "> 5073, dA[0.008,0.055] dB[0.026,0.016] g[6.113,7.159]\n",
            "> 5074, dA[0.012,0.032] dB[0.030,0.025] g[5.585,7.396]\n",
            "> 5075, dA[0.134,0.248] dB[0.019,0.024] g[3.901,4.640]\n",
            "> 5076, dA[0.189,0.113] dB[0.030,0.156] g[3.059,4.200]\n",
            "> 5077, dA[0.026,0.028] dB[0.192,0.044] g[4.934,5.223]\n",
            "> 5078, dA[0.057,0.012] dB[0.035,0.098] g[3.972,4.382]\n",
            "> 5079, dA[0.486,0.068] dB[0.015,0.013] g[4.832,5.113]\n",
            "> 5080, dA[0.028,0.254] dB[0.012,0.024] g[3.072,3.396]\n",
            "> 5081, dA[0.030,0.018] dB[0.215,0.050] g[4.727,4.491]\n",
            "> 5082, dA[0.023,0.018] dB[0.017,0.055] g[3.102,4.839]\n",
            "> 5083, dA[0.127,0.068] dB[0.130,0.081] g[3.797,3.843]\n",
            "> 5084, dA[0.020,0.069] dB[0.008,0.071] g[3.593,4.461]\n",
            "> 5085, dA[0.062,0.015] dB[0.006,0.016] g[4.748,5.152]\n",
            "> 5086, dA[0.039,0.075] dB[0.092,0.010] g[3.890,3.760]\n",
            "> 5087, dA[0.009,0.012] dB[0.094,0.026] g[4.067,3.765]\n",
            "> 5088, dA[0.012,0.015] dB[0.031,0.035] g[4.969,5.068]\n",
            "> 5089, dA[0.017,0.015] dB[0.036,0.027] g[5.823,6.114]\n",
            "> 5090, dA[0.009,0.006] dB[0.025,0.088] g[8.259,8.006]\n",
            "> 5091, dA[0.008,0.061] dB[0.073,0.151] g[4.067,4.625]\n",
            "> 5092, dA[0.151,0.021] dB[0.017,0.023] g[5.231,5.936]\n",
            "> 5093, dA[0.034,0.008] dB[0.038,0.005] g[3.154,3.619]\n",
            "> 5094, dA[0.068,0.104] dB[0.032,0.051] g[5.084,5.846]\n",
            "> 5095, dA[0.068,0.077] dB[0.118,0.227] g[2.873,3.972]\n",
            "> 5096, dA[0.113,0.150] dB[0.016,0.074] g[3.477,3.534]\n",
            "> 5097, dA[0.025,0.052] dB[0.037,0.039] g[5.865,6.049]\n",
            "> 5098, dA[0.017,0.008] dB[0.132,0.020] g[3.987,4.869]\n",
            "> 5099, dA[0.023,0.016] dB[0.007,0.065] g[6.792,7.717]\n",
            "> 5100, dA[0.093,0.049] dB[0.009,0.015] g[4.383,4.077]\n",
            "> 5101, dA[0.036,0.023] dB[0.165,0.006] g[5.317,5.492]\n",
            "> 5102, dA[0.031,0.112] dB[0.010,0.085] g[3.604,4.173]\n",
            "> 5103, dA[0.021,0.027] dB[0.007,0.173] g[4.432,5.546]\n",
            "> 5104, dA[0.036,0.042] dB[0.067,0.058] g[8.448,5.973]\n",
            "> 5105, dA[0.042,0.026] dB[0.356,0.051] g[5.675,6.213]\n",
            "> 5106, dA[0.018,0.015] dB[0.058,0.023] g[8.325,8.565]\n",
            "> 5107, dA[0.010,0.015] dB[0.034,0.104] g[3.641,4.729]\n",
            "> 5108, dA[0.257,0.047] dB[0.213,0.101] g[3.120,3.713]\n",
            "> 5109, dA[0.134,0.153] dB[0.174,0.105] g[3.498,3.613]\n",
            "> 5110, dA[0.044,0.093] dB[0.048,0.057] g[4.926,5.708]\n",
            "> 5111, dA[0.314,0.007] dB[0.014,0.014] g[5.127,4.962]\n",
            "> 5112, dA[0.030,0.023] dB[0.063,0.022] g[5.448,4.834]\n",
            "> 5113, dA[0.102,0.052] dB[0.102,0.054] g[6.142,6.831]\n",
            "> 5114, dA[0.011,0.062] dB[0.018,0.031] g[4.727,4.271]\n",
            "> 5115, dA[0.114,0.178] dB[0.111,0.017] g[3.091,2.525]\n",
            "> 5116, dA[0.042,0.023] dB[0.031,0.059] g[3.936,4.902]\n",
            "> 5117, dA[0.138,0.010] dB[0.025,0.026] g[2.707,3.846]\n",
            "> 5118, dA[0.010,0.015] dB[0.014,0.067] g[5.180,4.176]\n",
            "> 5119, dA[0.019,0.103] dB[0.021,0.060] g[3.007,3.543]\n",
            "> 5120, dA[0.092,0.068] dB[0.019,0.027] g[5.140,5.293]\n",
            "> 5121, dA[0.004,0.014] dB[0.010,0.024] g[5.650,7.897]\n",
            "> 5122, dA[0.031,0.132] dB[0.022,0.083] g[5.296,4.964]\n",
            "> 5123, dA[0.122,0.016] dB[0.241,0.035] g[3.377,3.752]\n",
            "> 5124, dA[0.106,0.143] dB[0.042,0.018] g[2.475,3.255]\n",
            "> 5125, dA[0.031,0.225] dB[0.018,0.163] g[4.100,4.021]\n",
            "> 5126, dA[0.017,0.095] dB[0.031,0.008] g[5.467,5.565]\n",
            "> 5127, dA[0.113,0.086] dB[0.025,0.095] g[7.419,8.734]\n",
            "> 5128, dA[0.011,0.022] dB[0.042,0.034] g[3.476,3.084]\n",
            "> 5129, dA[0.082,0.027] dB[0.137,0.012] g[5.125,4.531]\n",
            "> 5130, dA[0.454,0.045] dB[0.016,0.059] g[3.243,4.176]\n",
            "> 5131, dA[0.078,0.123] dB[0.009,0.025] g[4.661,4.456]\n",
            "> 5132, dA[0.084,0.011] dB[0.199,0.041] g[4.357,4.823]\n",
            "> 5133, dA[0.182,0.104] dB[0.039,0.065] g[3.322,4.183]\n",
            "> 5134, dA[0.020,0.108] dB[0.021,0.035] g[4.601,4.912]\n",
            "> 5135, dA[0.199,0.064] dB[0.005,0.019] g[5.378,4.404]\n",
            "> 5136, dA[0.082,0.148] dB[0.008,0.076] g[7.387,5.266]\n",
            "> 5137, dA[0.032,0.109] dB[0.113,0.017] g[5.594,5.315]\n",
            "> 5138, dA[0.034,0.033] dB[0.030,0.019] g[3.577,3.925]\n",
            "> 5139, dA[0.161,0.043] dB[0.107,0.125] g[2.896,3.647]\n",
            "> 5140, dA[0.025,0.043] dB[0.039,0.022] g[4.370,4.508]\n",
            "> 5141, dA[0.026,0.087] dB[0.038,0.035] g[5.342,6.889]\n",
            "> 5142, dA[0.013,0.063] dB[0.010,0.019] g[5.403,6.241]\n",
            "> 5143, dA[0.007,0.058] dB[0.035,0.014] g[4.662,4.165]\n",
            "> 5144, dA[0.018,0.015] dB[0.059,0.029] g[5.749,5.718]\n",
            "> 5145, dA[0.555,0.404] dB[0.027,0.042] g[2.708,3.466]\n",
            "> 5146, dA[0.067,0.031] dB[0.037,0.045] g[4.718,5.191]\n",
            "> 5147, dA[0.005,0.015] dB[0.038,0.026] g[5.768,6.295]\n",
            "> 5148, dA[0.006,0.012] dB[0.053,0.026] g[5.252,6.203]\n",
            "> 5149, dA[0.012,0.039] dB[0.013,0.405] g[7.397,6.765]\n",
            "> 5150, dA[0.050,0.028] dB[0.045,0.022] g[4.011,3.956]\n",
            "> 5151, dA[0.038,0.066] dB[0.348,0.014] g[5.214,4.106]\n",
            "> 5152, dA[0.005,0.036] dB[0.011,0.103] g[3.625,4.337]\n",
            "> 5153, dA[0.009,0.032] dB[0.025,0.010] g[11.709,9.887]\n",
            "> 5154, dA[0.047,0.069] dB[0.025,0.037] g[6.237,6.647]\n",
            "> 5155, dA[0.009,0.041] dB[0.204,0.191] g[5.247,6.660]\n",
            "> 5156, dA[0.222,0.020] dB[0.011,0.028] g[6.058,6.154]\n",
            "> 5157, dA[0.054,0.022] dB[0.018,0.063] g[5.619,6.244]\n",
            "> 5158, dA[0.117,0.120] dB[0.026,0.047] g[4.462,4.965]\n",
            "> 5159, dA[0.005,0.017] dB[0.051,0.124] g[4.803,6.747]\n",
            "> 5160, dA[0.023,0.010] dB[0.120,0.052] g[4.277,3.882]\n",
            "> 5161, dA[0.192,0.191] dB[0.137,0.084] g[4.719,3.757]\n",
            "> 5162, dA[0.131,0.041] dB[0.037,0.023] g[5.849,6.184]\n",
            "> 5163, dA[0.013,0.124] dB[0.037,0.032] g[4.665,4.202]\n",
            "> 5164, dA[0.052,0.011] dB[0.020,0.017] g[3.603,3.921]\n",
            "> 5165, dA[0.022,0.032] dB[0.271,0.038] g[5.173,6.153]\n",
            "> 5166, dA[0.006,0.008] dB[0.030,0.415] g[4.663,6.890]\n",
            "> 5167, dA[0.369,0.107] dB[0.214,0.091] g[2.983,4.063]\n",
            "> 5168, dA[0.053,0.191] dB[0.032,0.023] g[7.688,6.395]\n",
            "> 5169, dA[0.039,0.024] dB[0.216,0.036] g[4.513,5.119]\n",
            "> 5170, dA[0.240,0.045] dB[0.114,0.181] g[2.544,3.152]\n",
            "> 5171, dA[0.142,0.331] dB[0.031,0.058] g[2.903,3.352]\n",
            "> 5172, dA[0.060,0.026] dB[0.044,0.036] g[4.352,4.473]\n",
            "> 5173, dA[0.029,0.019] dB[0.014,0.030] g[6.930,6.820]\n",
            "> 5174, dA[0.171,0.027] dB[0.050,0.023] g[3.570,4.149]\n",
            "> 5175, dA[0.149,0.166] dB[0.032,0.012] g[7.360,5.820]\n",
            "> 5176, dA[0.058,0.151] dB[0.102,0.072] g[4.525,5.889]\n",
            "> 5177, dA[0.088,0.021] dB[0.032,0.035] g[4.732,4.942]\n",
            "> 5178, dA[0.022,0.009] dB[0.059,0.020] g[4.414,5.128]\n",
            "> 5179, dA[0.006,0.007] dB[0.014,0.022] g[3.242,3.964]\n",
            "> 5180, dA[0.006,0.029] dB[0.027,0.227] g[3.979,5.236]\n",
            "> 5181, dA[0.011,0.029] dB[0.050,0.038] g[9.209,8.182]\n",
            "> 5182, dA[0.052,0.015] dB[0.054,0.021] g[6.314,5.764]\n",
            "> 5183, dA[0.077,0.131] dB[0.433,0.086] g[4.657,4.686]\n",
            "> 5184, dA[0.059,0.148] dB[0.013,0.198] g[3.929,4.382]\n",
            "> 5185, dA[0.013,0.015] dB[0.045,0.054] g[5.661,5.802]\n",
            "> 5186, dA[0.079,0.028] dB[0.028,0.030] g[4.998,5.864]\n",
            "> 5187, dA[0.023,0.048] dB[0.021,0.041] g[6.893,5.667]\n",
            "> 5188, dA[0.187,0.008] dB[0.020,0.019] g[8.937,7.908]\n",
            "> 5189, dA[0.014,0.009] dB[0.017,0.019] g[9.904,9.430]\n",
            "> 5190, dA[0.008,0.008] dB[0.014,0.009] g[4.041,3.977]\n",
            "> 5191, dA[0.005,0.423] dB[0.259,0.018] g[6.005,6.179]\n",
            "> 5192, dA[0.065,0.056] dB[0.046,0.122] g[2.900,3.958]\n",
            "> 5193, dA[0.137,0.061] dB[0.187,0.011] g[5.282,5.397]\n",
            "> 5194, dA[0.125,0.095] dB[0.009,0.071] g[3.041,3.271]\n",
            "> 5195, dA[0.024,0.027] dB[0.166,0.058] g[5.398,6.409]\n",
            "> 5196, dA[0.022,0.011] dB[0.156,0.091] g[4.290,5.816]\n",
            "> 5197, dA[0.009,0.047] dB[0.042,0.027] g[3.133,3.179]\n",
            "> 5198, dA[0.024,0.015] dB[0.075,0.023] g[4.340,4.387]\n",
            "> 5199, dA[0.007,0.024] dB[0.020,0.099] g[7.723,8.418]\n",
            "> 5200, dA[0.019,0.037] dB[0.200,0.024] g[4.568,4.629]\n",
            "> 5201, dA[0.011,0.033] dB[0.009,0.038] g[8.024,7.521]\n",
            "> 5202, dA[0.012,0.008] dB[0.023,0.008] g[6.199,5.435]\n",
            "> 5203, dA[0.314,0.083] dB[0.167,0.026] g[2.970,2.802]\n",
            "> 5204, dA[0.081,0.108] dB[0.020,0.106] g[4.500,5.394]\n",
            "> 5205, dA[0.038,0.015] dB[0.011,0.088] g[8.031,8.444]\n",
            "> 5206, dA[0.031,0.013] dB[0.151,0.061] g[4.123,4.731]\n",
            "> 5207, dA[0.192,0.007] dB[0.046,0.109] g[5.487,5.321]\n",
            "> 5208, dA[0.066,0.072] dB[0.098,0.016] g[4.364,5.350]\n",
            "> 5209, dA[0.009,0.293] dB[0.194,0.131] g[3.962,3.575]\n",
            "> 5210, dA[0.178,0.080] dB[0.016,0.066] g[4.200,5.721]\n",
            "> 5211, dA[0.022,0.148] dB[0.141,0.025] g[6.011,5.614]\n",
            "> 5212, dA[0.055,0.048] dB[0.016,0.042] g[5.466,4.714]\n",
            "> 5213, dA[0.023,0.014] dB[0.015,0.030] g[4.667,4.379]\n",
            "> 5214, dA[0.075,0.013] dB[0.025,0.068] g[3.497,4.370]\n",
            "> 5215, dA[0.009,0.027] dB[0.033,0.044] g[6.509,7.527]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_005215.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_005215.h5\n",
            "> 5216, dA[0.014,0.011] dB[0.083,0.173] g[4.580,5.184]\n",
            "> 5217, dA[0.008,0.010] dB[0.130,0.043] g[4.523,6.881]\n",
            "> 5218, dA[0.369,0.057] dB[0.048,0.052] g[3.689,3.454]\n",
            "> 5219, dA[0.098,0.076] dB[0.114,0.075] g[3.502,4.804]\n",
            "> 5220, dA[0.014,0.066] dB[0.121,0.038] g[3.455,3.941]\n",
            "> 5221, dA[0.130,0.057] dB[0.102,0.312] g[3.998,4.303]\n",
            "> 5222, dA[0.020,0.085] dB[0.078,0.028] g[4.576,5.793]\n",
            "> 5223, dA[0.016,0.014] dB[0.069,0.059] g[4.893,5.447]\n",
            "> 5224, dA[0.444,0.152] dB[0.012,0.032] g[4.059,4.128]\n",
            "> 5225, dA[0.017,0.061] dB[0.309,0.016] g[3.889,5.093]\n",
            "> 5226, dA[0.016,0.058] dB[0.021,0.036] g[6.620,7.201]\n",
            "> 5227, dA[0.056,0.074] dB[0.023,0.016] g[6.180,6.298]\n",
            "> 5228, dA[0.017,0.007] dB[0.054,0.009] g[4.351,4.132]\n",
            "> 5229, dA[0.194,0.013] dB[0.017,0.026] g[4.685,4.775]\n",
            "> 5230, dA[0.026,0.047] dB[0.019,0.031] g[3.750,4.803]\n",
            "> 5231, dA[0.007,0.182] dB[0.027,0.019] g[3.909,2.928]\n",
            "> 5232, dA[0.214,0.021] dB[0.034,0.012] g[7.412,7.311]\n",
            "> 5233, dA[0.019,0.019] dB[0.011,0.011] g[12.547,10.521]\n",
            "> 5234, dA[0.030,0.036] dB[0.051,0.023] g[3.441,3.572]\n",
            "> 5235, dA[0.008,0.018] dB[0.013,0.069] g[5.559,6.525]\n",
            "> 5236, dA[0.093,0.069] dB[0.007,0.016] g[4.620,5.234]\n",
            "> 5237, dA[0.174,0.125] dB[0.080,0.022] g[3.724,3.363]\n",
            "> 5238, dA[0.023,0.060] dB[0.007,0.008] g[8.031,6.442]\n",
            "> 5239, dA[0.030,0.015] dB[0.057,0.029] g[4.051,4.573]\n",
            "> 5240, dA[0.029,0.016] dB[0.026,0.031] g[5.016,6.131]\n",
            "> 5241, dA[0.036,0.090] dB[0.010,0.047] g[6.245,6.229]\n",
            "> 5242, dA[0.078,0.012] dB[0.100,0.026] g[6.333,5.555]\n",
            "> 5243, dA[0.017,0.018] dB[0.028,0.048] g[4.683,6.039]\n",
            "> 5244, dA[0.139,0.022] dB[0.074,0.015] g[8.148,7.371]\n",
            "> 5245, dA[0.014,0.197] dB[0.108,0.155] g[3.371,3.352]\n",
            "> 5246, dA[0.039,0.033] dB[0.110,0.066] g[3.261,2.801]\n",
            "> 5247, dA[0.006,0.022] dB[0.029,0.040] g[5.073,5.219]\n",
            "> 5248, dA[0.009,0.029] dB[0.083,0.086] g[5.245,6.302]\n",
            "> 5249, dA[0.036,0.079] dB[0.006,0.054] g[5.889,7.319]\n",
            "> 5250, dA[0.008,0.033] dB[0.022,0.008] g[7.112,7.745]\n",
            "> 5251, dA[0.041,0.015] dB[0.032,0.018] g[4.949,4.881]\n",
            "> 5252, dA[0.025,0.051] dB[0.100,0.141] g[3.527,3.920]\n",
            "> 5253, dA[0.022,0.050] dB[0.025,0.150] g[2.740,3.613]\n",
            "> 5254, dA[0.012,0.014] dB[0.011,0.013] g[4.890,5.058]\n",
            "> 5255, dA[0.013,0.050] dB[0.088,0.025] g[5.459,6.282]\n",
            "> 5256, dA[0.025,0.020] dB[0.012,0.014] g[6.603,6.271]\n",
            "> 5257, dA[0.007,0.009] dB[0.036,0.121] g[5.750,6.608]\n",
            "> 5258, dA[0.307,0.190] dB[0.011,0.044] g[3.436,4.381]\n",
            "> 5259, dA[0.013,0.147] dB[0.048,0.009] g[4.805,4.700]\n",
            "> 5260, dA[0.056,0.032] dB[0.028,0.011] g[6.719,6.587]\n",
            "> 5261, dA[0.280,0.082] dB[0.084,0.112] g[3.255,4.166]\n",
            "> 5262, dA[0.030,0.027] dB[0.067,0.019] g[4.896,5.132]\n",
            "> 5263, dA[0.016,0.007] dB[0.010,0.036] g[6.527,6.287]\n",
            "> 5264, dA[0.126,0.016] dB[0.014,0.011] g[3.955,4.706]\n",
            "> 5265, dA[0.046,0.009] dB[0.020,0.060] g[6.433,7.049]\n",
            "> 5266, dA[0.006,0.023] dB[0.009,0.014] g[4.438,4.302]\n",
            "> 5267, dA[0.220,0.038] dB[0.013,0.012] g[5.972,6.081]\n",
            "> 5268, dA[0.016,0.223] dB[0.120,0.026] g[5.727,6.531]\n",
            "> 5269, dA[0.059,0.080] dB[0.072,0.164] g[7.072,6.223]\n",
            "> 5270, dA[0.078,0.038] dB[0.031,0.041] g[4.608,4.823]\n",
            "> 5271, dA[0.011,0.046] dB[0.029,0.025] g[6.830,6.727]\n",
            "> 5272, dA[0.013,0.021] dB[0.014,0.033] g[4.400,4.374]\n",
            "> 5273, dA[0.009,0.011] dB[0.046,0.021] g[6.958,6.260]\n",
            "> 5274, dA[0.048,0.044] dB[0.032,0.019] g[4.766,5.250]\n",
            "> 5275, dA[0.007,0.016] dB[0.036,0.088] g[2.855,3.692]\n",
            "> 5276, dA[0.006,0.009] dB[0.010,0.015] g[6.510,7.073]\n",
            "> 5277, dA[0.044,0.016] dB[0.053,0.009] g[5.192,4.686]\n",
            "> 5278, dA[0.013,0.027] dB[0.051,0.025] g[4.637,6.041]\n",
            "> 5279, dA[0.042,0.017] dB[0.049,0.219] g[5.225,5.258]\n",
            "> 5280, dA[0.010,0.020] dB[0.417,0.189] g[4.668,5.847]\n",
            "> 5281, dA[0.005,0.011] dB[0.031,0.019] g[4.692,4.792]\n",
            "> 5282, dA[0.012,0.013] dB[0.057,0.037] g[4.570,4.768]\n",
            "> 5283, dA[0.105,0.015] dB[0.381,0.060] g[4.574,4.903]\n",
            "> 5284, dA[0.011,0.047] dB[0.028,0.097] g[3.470,3.888]\n",
            "> 5285, dA[0.170,0.102] dB[0.050,0.043] g[3.506,4.421]\n",
            "> 5286, dA[0.067,0.011] dB[0.018,0.007] g[7.592,7.408]\n",
            "> 5287, dA[0.025,0.015] dB[0.270,0.027] g[4.196,5.783]\n",
            "> 5288, dA[0.214,0.215] dB[0.014,0.043] g[5.400,4.928]\n",
            "> 5289, dA[0.043,0.019] dB[0.156,0.037] g[4.945,5.007]\n",
            "> 5290, dA[0.014,0.009] dB[0.021,0.079] g[12.124,10.116]\n",
            "> 5291, dA[0.005,0.016] dB[0.011,0.028] g[7.115,8.081]\n",
            "> 5292, dA[0.172,0.025] dB[0.008,0.024] g[5.313,5.537]\n",
            "> 5293, dA[0.073,0.079] dB[0.033,0.032] g[6.890,5.436]\n",
            "> 5294, dA[0.132,0.026] dB[0.013,0.004] g[4.234,4.141]\n",
            "> 5295, dA[0.027,0.080] dB[0.155,0.010] g[3.700,4.110]\n",
            "> 5296, dA[0.118,0.032] dB[0.060,0.205] g[3.660,4.634]\n",
            "> 5297, dA[0.016,0.018] dB[0.044,0.154] g[4.702,6.758]\n",
            "> 5298, dA[0.252,0.338] dB[0.215,0.150] g[3.018,4.026]\n",
            "> 5299, dA[0.102,0.009] dB[0.033,0.017] g[3.755,3.026]\n",
            "> 5300, dA[0.013,0.100] dB[0.032,0.024] g[5.466,5.555]\n",
            "> 5301, dA[0.013,0.022] dB[0.011,0.035] g[7.737,8.031]\n",
            "> 5302, dA[0.047,0.016] dB[0.087,0.044] g[3.889,4.132]\n",
            "> 5303, dA[0.005,0.006] dB[0.033,0.075] g[4.730,4.711]\n",
            "> 5304, dA[0.033,0.010] dB[0.013,0.039] g[5.703,5.453]\n",
            "> 5305, dA[0.018,0.003] dB[0.015,0.022] g[8.473,7.541]\n",
            "> 5306, dA[0.067,0.038] dB[0.023,0.064] g[4.431,4.667]\n",
            "> 5307, dA[0.058,0.045] dB[0.564,0.124] g[4.450,4.097]\n",
            "> 5308, dA[0.067,0.023] dB[0.102,0.025] g[7.460,8.323]\n",
            "> 5309, dA[0.021,0.009] dB[0.197,0.076] g[6.100,7.515]\n",
            "> 5310, dA[0.010,0.098] dB[0.055,0.124] g[2.782,3.228]\n",
            "> 5311, dA[0.013,0.035] dB[0.015,0.027] g[5.781,6.642]\n",
            "> 5312, dA[0.044,0.031] dB[0.050,0.069] g[3.940,4.540]\n",
            "> 5313, dA[0.177,0.189] dB[0.008,0.011] g[3.732,3.628]\n",
            "> 5314, dA[0.009,0.040] dB[0.018,0.014] g[9.382,7.429]\n",
            "> 5315, dA[0.087,0.016] dB[0.111,0.020] g[3.122,2.466]\n",
            "> 5316, dA[0.020,0.036] dB[0.141,0.107] g[4.264,4.327]\n",
            "> 5317, dA[0.008,0.102] dB[0.092,0.010] g[8.234,10.499]\n",
            "> 5318, dA[0.050,0.012] dB[0.333,0.154] g[4.777,6.245]\n",
            "> 5319, dA[0.126,0.005] dB[0.027,0.235] g[2.449,4.120]\n",
            "> 5320, dA[0.046,0.137] dB[0.169,0.032] g[4.242,3.917]\n",
            "> 5321, dA[0.022,0.019] dB[0.025,0.013] g[7.788,7.795]\n",
            "> 5322, dA[0.274,0.089] dB[0.011,0.035] g[11.467,8.707]\n",
            "> 5323, dA[0.022,0.027] dB[0.159,0.087] g[3.128,3.335]\n",
            "> 5324, dA[0.030,0.015] dB[0.008,0.008] g[4.528,5.320]\n",
            "> 5325, dA[0.017,0.022] dB[0.025,0.025] g[5.976,6.547]\n",
            "> 5326, dA[0.025,0.026] dB[0.072,0.018] g[5.729,7.390]\n",
            "> 5327, dA[0.012,0.020] dB[0.102,0.119] g[5.730,7.023]\n",
            "> 5328, dA[0.014,0.033] dB[0.016,0.036] g[6.072,7.338]\n",
            "> 5329, dA[0.022,0.009] dB[0.214,0.152] g[6.709,7.577]\n",
            "> 5330, dA[0.043,0.048] dB[0.016,0.015] g[2.934,3.272]\n",
            "> 5331, dA[0.005,0.127] dB[0.022,0.027] g[3.315,3.615]\n",
            "> 5332, dA[0.326,0.036] dB[0.319,0.161] g[3.706,4.088]\n",
            "> 5333, dA[0.010,0.102] dB[0.263,0.278] g[2.466,2.573]\n",
            "> 5334, dA[0.008,0.028] dB[0.017,0.076] g[2.661,3.747]\n",
            "> 5335, dA[0.238,0.078] dB[0.040,0.013] g[3.561,4.511]\n",
            "> 5336, dA[0.019,0.148] dB[0.006,0.008] g[5.939,6.199]\n",
            "> 5337, dA[0.168,0.014] dB[0.007,0.065] g[6.541,5.827]\n",
            "> 5338, dA[0.006,0.056] dB[0.086,0.010] g[4.663,4.247]\n",
            "> 5339, dA[0.337,0.324] dB[0.009,0.106] g[5.885,5.945]\n",
            "> 5340, dA[0.113,0.089] dB[0.031,0.020] g[4.346,3.838]\n",
            "> 5341, dA[0.018,0.021] dB[0.029,0.014] g[6.646,6.423]\n",
            "> 5342, dA[0.032,0.032] dB[0.065,0.034] g[4.302,4.388]\n",
            "> 5343, dA[0.327,0.295] dB[0.012,0.018] g[5.069,5.548]\n",
            "> 5344, dA[0.419,0.061] dB[0.046,0.045] g[2.808,3.425]\n",
            "> 5345, dA[0.031,0.055] dB[0.134,0.137] g[4.740,5.526]\n",
            "> 5346, dA[0.177,0.773] dB[0.048,0.047] g[3.721,3.145]\n",
            "> 5347, dA[0.099,0.031] dB[0.013,0.018] g[3.995,3.426]\n",
            "> 5348, dA[0.397,0.014] dB[0.226,0.313] g[4.495,6.132]\n",
            "> 5349, dA[0.036,0.213] dB[0.016,0.010] g[9.415,9.258]\n",
            "> 5350, dA[0.012,0.063] dB[0.126,0.019] g[4.698,4.977]\n",
            "> 5351, dA[0.012,0.017] dB[0.024,0.045] g[7.767,7.716]\n",
            "> 5352, dA[0.012,0.013] dB[0.019,0.018] g[4.747,5.796]\n",
            "> 5353, dA[0.068,0.009] dB[0.004,0.012] g[6.923,6.751]\n",
            "> 5354, dA[0.147,0.090] dB[0.031,0.085] g[3.053,3.666]\n",
            "> 5355, dA[0.062,0.118] dB[0.008,0.012] g[6.665,7.325]\n",
            "> 5356, dA[0.027,0.023] dB[0.050,0.020] g[8.161,7.165]\n",
            "> 5357, dA[0.073,0.127] dB[0.320,0.042] g[3.888,3.679]\n",
            "> 5358, dA[0.226,0.079] dB[0.029,0.099] g[2.875,3.667]\n",
            "> 5359, dA[0.056,0.140] dB[0.028,0.187] g[3.135,3.671]\n",
            "> 5360, dA[0.033,0.039] dB[0.186,0.068] g[3.834,3.709]\n",
            "> 5361, dA[0.151,0.016] dB[0.158,0.120] g[3.249,4.474]\n",
            "> 5362, dA[0.013,0.026] dB[0.035,0.041] g[4.972,4.752]\n",
            "> 5363, dA[0.015,0.092] dB[0.015,0.038] g[5.200,4.268]\n",
            "> 5364, dA[0.030,0.078] dB[0.035,0.029] g[5.189,5.215]\n",
            "> 5365, dA[0.312,0.069] dB[0.139,0.122] g[3.154,3.539]\n",
            "> 5366, dA[0.088,0.173] dB[0.005,0.135] g[3.318,4.401]\n",
            "> 5367, dA[0.131,0.229] dB[0.379,0.044] g[3.838,4.124]\n",
            "> 5368, dA[0.043,0.028] dB[0.038,0.101] g[7.818,6.769]\n",
            "> 5369, dA[0.021,0.024] dB[0.061,0.017] g[4.211,4.035]\n",
            "> 5370, dA[0.220,0.310] dB[0.031,0.034] g[3.866,3.378]\n",
            "> 5371, dA[0.014,0.035] dB[0.146,0.238] g[5.087,5.183]\n",
            "> 5372, dA[0.065,0.017] dB[0.030,0.025] g[2.994,3.616]\n",
            "> 5373, dA[0.017,0.032] dB[0.005,0.015] g[12.483,10.500]\n",
            "> 5374, dA[0.014,0.044] dB[0.035,0.014] g[6.335,7.109]\n",
            "> 5375, dA[0.030,0.011] dB[0.490,0.043] g[5.395,6.494]\n",
            "> 5376, dA[0.048,0.032] dB[0.030,0.127] g[6.279,6.115]\n",
            "> 5377, dA[0.029,0.069] dB[0.025,0.019] g[4.767,4.995]\n",
            "> 5378, dA[0.018,0.026] dB[0.280,0.046] g[4.475,4.290]\n",
            "> 5379, dA[0.024,0.039] dB[0.011,0.191] g[3.995,4.102]\n",
            "> 5380, dA[0.014,0.022] dB[0.012,0.028] g[3.942,4.720]\n",
            "> 5381, dA[0.017,0.138] dB[0.160,0.043] g[3.599,4.099]\n",
            "> 5382, dA[0.062,0.013] dB[0.047,0.056] g[4.093,5.135]\n",
            "> 5383, dA[0.167,0.115] dB[0.014,0.025] g[3.361,3.796]\n",
            "> 5384, dA[0.008,0.020] dB[0.099,0.025] g[5.033,4.939]\n",
            "> 5385, dA[0.027,0.016] dB[0.007,0.012] g[11.161,11.288]\n",
            "> 5386, dA[0.007,0.015] dB[0.078,0.020] g[6.203,8.469]\n",
            "> 5387, dA[0.012,0.009] dB[0.051,0.006] g[8.740,10.013]\n",
            "> 5388, dA[0.019,0.050] dB[0.011,0.010] g[2.763,2.979]\n",
            "> 5389, dA[0.017,0.021] dB[0.017,0.006] g[7.325,6.844]\n",
            "> 5390, dA[0.042,0.007] dB[0.014,0.130] g[4.771,5.673]\n",
            "> 5391, dA[0.080,0.110] dB[0.037,0.027] g[3.541,4.006]\n",
            "> 5392, dA[0.022,0.096] dB[0.056,0.097] g[2.360,2.823]\n",
            "> 5393, dA[0.113,0.055] dB[0.164,0.093] g[2.920,3.942]\n",
            "> 5394, dA[0.021,0.014] dB[0.186,0.022] g[4.628,4.941]\n",
            "> 5395, dA[0.019,0.023] dB[0.115,0.320] g[3.870,4.766]\n",
            "> 5396, dA[0.020,0.013] dB[0.011,0.152] g[2.671,4.358]\n",
            "> 5397, dA[0.038,0.054] dB[0.086,0.031] g[6.713,5.222]\n",
            "> 5398, dA[0.030,0.011] dB[0.020,0.023] g[8.002,8.624]\n",
            "> 5399, dA[0.016,0.036] dB[0.248,0.061] g[3.552,3.814]\n",
            "> 5400, dA[0.045,0.008] dB[0.012,0.054] g[2.641,3.218]\n",
            "> 5401, dA[0.016,0.039] dB[0.058,0.009] g[3.309,3.803]\n",
            "> 5402, dA[0.007,0.043] dB[0.393,0.140] g[4.578,4.746]\n",
            "> 5403, dA[0.010,0.014] dB[0.021,0.027] g[4.524,5.796]\n",
            "> 5404, dA[0.344,0.124] dB[0.123,0.093] g[2.817,3.079]\n",
            "> 5405, dA[0.018,0.093] dB[0.012,0.135] g[3.189,3.642]\n",
            "> 5406, dA[0.126,0.049] dB[0.011,0.020] g[8.113,6.195]\n",
            "> 5407, dA[0.029,0.173] dB[0.010,0.021] g[4.433,3.814]\n",
            "> 5408, dA[0.026,0.028] dB[0.012,0.016] g[8.056,7.184]\n",
            "> 5409, dA[0.458,0.033] dB[0.008,0.030] g[6.100,7.169]\n",
            "> 5410, dA[0.125,0.029] dB[0.111,0.148] g[3.019,3.447]\n",
            "> 5411, dA[0.048,0.235] dB[0.029,0.122] g[2.948,3.186]\n",
            "> 5412, dA[0.023,0.020] dB[0.006,0.026] g[8.232,7.318]\n",
            "> 5413, dA[0.043,0.037] dB[0.013,0.040] g[10.698,10.551]\n",
            "> 5414, dA[0.014,0.027] dB[0.028,0.012] g[6.527,7.478]\n",
            "> 5415, dA[0.013,0.019] dB[0.072,0.028] g[4.806,4.903]\n",
            "> 5416, dA[0.011,0.007] dB[0.010,0.039] g[4.290,5.083]\n",
            "> 5417, dA[0.009,0.030] dB[0.015,0.040] g[4.913,5.448]\n",
            "> 5418, dA[0.024,0.007] dB[0.010,0.035] g[5.814,5.847]\n",
            "> 5419, dA[0.092,0.036] dB[0.200,0.059] g[3.639,3.698]\n",
            "> 5420, dA[0.009,0.116] dB[0.051,0.023] g[6.606,5.671]\n",
            "> 5421, dA[0.006,0.011] dB[0.044,0.013] g[7.231,8.297]\n",
            "> 5422, dA[0.078,0.028] dB[0.034,0.017] g[4.891,6.074]\n",
            "> 5423, dA[0.010,0.029] dB[0.023,0.050] g[5.366,6.176]\n",
            "> 5424, dA[0.084,0.013] dB[0.022,0.024] g[7.877,7.859]\n",
            "> 5425, dA[0.018,0.026] dB[0.128,0.046] g[7.775,7.943]\n",
            "> 5426, dA[0.016,0.060] dB[0.085,0.045] g[5.190,5.939]\n",
            "> 5427, dA[0.023,0.015] dB[0.038,0.015] g[5.905,5.478]\n",
            "> 5428, dA[0.010,0.087] dB[0.041,0.039] g[3.822,3.901]\n",
            "> 5429, dA[0.025,0.018] dB[0.039,0.022] g[5.224,7.791]\n",
            "> 5430, dA[0.006,0.017] dB[0.138,0.016] g[3.593,5.591]\n",
            "> 5431, dA[0.008,0.060] dB[0.043,0.038] g[4.673,4.730]\n",
            "> 5432, dA[0.243,0.106] dB[0.027,0.013] g[2.798,4.219]\n",
            "> 5433, dA[0.019,0.012] dB[0.061,0.064] g[5.082,4.887]\n",
            "> 5434, dA[0.012,0.018] dB[0.079,0.041] g[11.646,11.438]\n",
            "> 5435, dA[0.380,0.123] dB[0.080,0.018] g[5.199,6.571]\n",
            "> 5436, dA[0.075,0.070] dB[0.017,0.035] g[7.674,7.260]\n",
            "> 5437, dA[0.035,0.025] dB[0.138,0.005] g[7.516,10.643]\n",
            "> 5438, dA[0.043,0.034] dB[0.025,0.093] g[8.688,8.523]\n",
            "> 5439, dA[0.006,0.020] dB[0.030,0.079] g[9.603,9.389]\n",
            "> 5440, dA[0.074,0.059] dB[0.015,0.007] g[4.279,4.354]\n",
            "> 5441, dA[0.101,0.173] dB[0.029,0.014] g[3.254,3.780]\n",
            "> 5442, dA[0.017,0.079] dB[0.024,0.027] g[2.696,2.728]\n",
            "> 5443, dA[0.057,0.043] dB[0.014,0.020] g[3.547,4.655]\n",
            "> 5444, dA[0.158,0.232] dB[0.016,0.015] g[7.128,6.282]\n",
            "> 5445, dA[0.015,0.026] dB[0.019,0.014] g[6.485,6.616]\n",
            "> 5446, dA[0.011,0.010] dB[0.008,0.073] g[9.470,11.738]\n",
            "> 5447, dA[0.283,0.049] dB[0.033,0.063] g[5.665,5.481]\n",
            "> 5448, dA[0.046,0.186] dB[0.129,0.028] g[4.305,3.776]\n",
            "> 5449, dA[0.038,0.020] dB[0.035,0.036] g[4.382,4.940]\n",
            "> 5450, dA[0.062,0.040] dB[0.007,0.050] g[3.949,4.592]\n",
            "> 5451, dA[0.065,0.004] dB[0.021,0.026] g[4.065,4.963]\n",
            "> 5452, dA[0.036,0.065] dB[0.015,0.014] g[4.576,5.082]\n",
            "> 5453, dA[0.031,0.063] dB[0.007,0.020] g[3.944,4.714]\n",
            "> 5454, dA[0.012,0.038] dB[0.014,0.151] g[4.202,4.886]\n",
            "> 5455, dA[0.155,0.121] dB[0.130,0.048] g[3.526,3.918]\n",
            "> 5456, dA[0.019,0.028] dB[0.026,0.014] g[4.959,5.341]\n",
            "> 5457, dA[0.081,0.017] dB[0.152,0.116] g[4.861,6.588]\n",
            "> 5458, dA[0.013,0.060] dB[0.061,0.079] g[5.218,6.137]\n",
            "> 5459, dA[0.004,0.024] dB[0.023,0.041] g[6.212,6.865]\n",
            "> 5460, dA[0.122,0.009] dB[0.023,0.033] g[5.371,5.721]\n",
            "> 5461, dA[0.006,0.024] dB[0.064,0.042] g[6.669,7.227]\n",
            "> 5462, dA[0.026,0.024] dB[0.018,0.031] g[4.522,4.294]\n",
            "> 5463, dA[0.015,0.020] dB[0.017,0.084] g[3.946,5.106]\n",
            "> 5464, dA[0.040,0.122] dB[0.064,0.015] g[3.874,4.154]\n",
            "> 5465, dA[0.023,0.011] dB[0.027,0.044] g[5.315,4.968]\n",
            "> 5466, dA[0.026,0.039] dB[0.039,0.024] g[4.088,3.802]\n",
            "> 5467, dA[0.009,0.027] dB[0.090,0.023] g[5.233,4.536]\n",
            "> 5468, dA[0.018,0.031] dB[0.012,0.015] g[6.439,7.246]\n",
            "> 5469, dA[0.041,0.013] dB[0.009,0.023] g[11.806,9.564]\n",
            "> 5470, dA[0.010,0.023] dB[0.082,0.020] g[4.642,4.731]\n",
            "> 5471, dA[0.210,0.123] dB[0.008,0.184] g[4.620,5.077]\n",
            "> 5472, dA[0.007,0.038] dB[0.011,0.061] g[6.082,7.298]\n",
            "> 5473, dA[0.156,0.016] dB[0.009,0.092] g[4.036,4.932]\n",
            "> 5474, dA[0.015,0.295] dB[0.050,0.014] g[4.973,3.954]\n",
            "> 5475, dA[0.074,0.016] dB[0.031,0.020] g[6.972,6.667]\n",
            "> 5476, dA[0.100,0.196] dB[0.111,0.252] g[2.779,3.085]\n",
            "> 5477, dA[0.214,0.013] dB[0.077,0.054] g[4.601,6.041]\n",
            "> 5478, dA[0.030,0.055] dB[0.011,0.033] g[4.586,4.007]\n",
            "> 5479, dA[0.075,0.052] dB[0.158,0.119] g[6.477,6.832]\n",
            "> 5480, dA[0.029,0.037] dB[0.047,0.119] g[3.959,4.442]\n",
            "> 5481, dA[0.167,0.019] dB[0.014,0.048] g[7.865,7.244]\n",
            "> 5482, dA[0.024,0.029] dB[0.032,0.061] g[5.063,4.925]\n",
            "> 5483, dA[0.012,0.010] dB[0.040,0.013] g[4.015,4.432]\n",
            "> 5484, dA[0.324,0.104] dB[0.029,0.049] g[6.816,6.887]\n",
            "> 5485, dA[0.020,0.029] dB[0.018,0.037] g[4.580,5.037]\n",
            "> 5486, dA[0.068,0.253] dB[0.038,0.026] g[4.532,3.529]\n",
            "> 5487, dA[0.022,0.029] dB[0.138,0.012] g[3.811,4.082]\n",
            "> 5488, dA[0.052,0.044] dB[0.100,0.152] g[4.503,5.525]\n",
            "> 5489, dA[0.054,0.016] dB[0.114,0.109] g[3.692,5.170]\n",
            "> 5490, dA[0.006,0.035] dB[0.065,0.018] g[7.628,8.657]\n",
            "> 5491, dA[0.038,0.125] dB[0.019,0.036] g[7.407,6.187]\n",
            "> 5492, dA[0.042,0.016] dB[0.016,0.032] g[3.512,3.946]\n",
            "> 5493, dA[0.037,0.036] dB[0.210,0.046] g[5.836,5.910]\n",
            "> 5494, dA[0.023,0.037] dB[0.033,0.114] g[3.769,4.143]\n",
            "> 5495, dA[0.008,0.041] dB[0.152,0.040] g[3.752,4.243]\n",
            "> 5496, dA[0.033,0.006] dB[0.016,0.116] g[6.511,7.212]\n",
            "> 5497, dA[0.010,0.006] dB[0.095,0.020] g[3.623,3.632]\n",
            "> 5498, dA[0.007,0.022] dB[0.007,0.021] g[5.259,5.024]\n",
            "> 5499, dA[0.005,0.009] dB[0.144,0.012] g[6.324,7.697]\n",
            "> 5500, dA[0.334,0.097] dB[0.082,0.033] g[3.135,3.825]\n",
            "> 5501, dA[0.015,0.119] dB[0.022,0.212] g[2.517,3.094]\n",
            "> 5502, dA[0.015,0.015] dB[0.025,0.013] g[5.178,6.485]\n",
            "> 5503, dA[0.017,0.011] dB[0.013,0.052] g[5.161,6.152]\n",
            "> 5504, dA[0.159,0.039] dB[0.050,0.141] g[3.642,4.160]\n",
            "> 5505, dA[0.014,0.029] dB[0.279,0.025] g[5.283,3.865]\n",
            "> 5506, dA[0.078,0.061] dB[0.014,0.023] g[3.761,3.773]\n",
            "> 5507, dA[0.065,0.310] dB[0.021,0.118] g[3.921,4.009]\n",
            "> 5508, dA[0.090,0.086] dB[0.037,0.024] g[4.420,4.799]\n",
            "> 5509, dA[0.013,0.013] dB[0.026,0.031] g[4.458,5.318]\n",
            "> 5510, dA[0.008,0.014] dB[0.033,0.017] g[6.412,7.773]\n",
            "> 5511, dA[0.018,0.011] dB[0.052,0.062] g[5.008,6.640]\n",
            "> 5512, dA[0.101,0.119] dB[0.007,0.007] g[4.661,4.373]\n",
            "> 5513, dA[0.033,0.025] dB[0.013,0.024] g[6.627,6.420]\n",
            "> 5514, dA[0.036,0.014] dB[0.008,0.051] g[4.320,5.346]\n",
            "> 5515, dA[0.020,0.016] dB[0.097,0.043] g[4.730,6.989]\n",
            "> 5516, dA[0.066,0.012] dB[0.027,0.105] g[6.770,7.165]\n",
            "> 5517, dA[0.011,0.015] dB[0.206,0.038] g[3.847,3.421]\n",
            "> 5518, dA[0.008,0.011] dB[0.021,0.017] g[8.639,8.942]\n",
            "> 5519, dA[0.041,0.006] dB[0.004,0.026] g[8.371,7.921]\n",
            "> 5520, dA[0.011,0.016] dB[0.011,0.036] g[11.491,10.227]\n",
            "> 5521, dA[0.010,0.046] dB[0.355,0.149] g[6.356,6.873]\n",
            "> 5522, dA[0.162,0.039] dB[0.048,0.065] g[5.618,6.007]\n",
            "> 5523, dA[0.032,0.025] dB[0.028,0.012] g[4.906,4.785]\n",
            "> 5524, dA[0.007,0.056] dB[0.032,0.024] g[6.380,6.505]\n",
            "> 5525, dA[0.009,0.021] dB[0.022,0.029] g[8.861,7.731]\n",
            "> 5526, dA[0.135,0.110] dB[0.011,0.014] g[4.678,4.211]\n",
            "> 5527, dA[0.007,0.011] dB[0.018,0.025] g[4.008,5.681]\n",
            "> 5528, dA[0.048,0.072] dB[0.248,0.071] g[2.953,3.474]\n",
            "> 5529, dA[0.018,0.022] dB[0.043,0.069] g[4.338,5.350]\n",
            "> 5530, dA[0.101,0.031] dB[0.014,0.053] g[6.035,6.540]\n",
            "> 5531, dA[0.009,0.055] dB[0.011,0.136] g[4.916,4.433]\n",
            "> 5532, dA[0.017,0.012] dB[0.022,0.015] g[5.057,4.352]\n",
            "> 5533, dA[0.019,0.041] dB[0.623,0.107] g[4.441,4.160]\n",
            "> 5534, dA[0.014,0.013] dB[0.041,0.085] g[4.082,5.099]\n",
            "> 5535, dA[0.025,0.004] dB[0.025,0.033] g[6.395,7.286]\n",
            "> 5536, dA[0.035,0.036] dB[0.062,0.012] g[4.886,5.272]\n",
            "> 5537, dA[0.018,0.106] dB[0.148,0.026] g[5.312,4.367]\n",
            "> 5538, dA[0.017,0.041] dB[0.085,0.310] g[3.601,4.307]\n",
            "> 5539, dA[0.279,0.011] dB[0.011,0.039] g[3.629,3.650]\n",
            "> 5540, dA[0.011,0.026] dB[0.076,0.028] g[4.277,3.269]\n",
            "> 5541, dA[0.009,0.009] dB[0.046,0.063] g[7.773,8.887]\n",
            "> 5542, dA[0.005,0.018] dB[0.074,0.011] g[4.914,6.735]\n",
            "> 5543, dA[0.005,0.020] dB[0.020,0.008] g[5.511,5.590]\n",
            "> 5544, dA[0.015,0.007] dB[0.008,0.041] g[4.180,4.626]\n",
            "> 5545, dA[0.027,0.037] dB[0.044,0.068] g[3.569,4.568]\n",
            "> 5546, dA[0.011,0.025] dB[0.012,0.170] g[6.325,6.717]\n",
            "> 5547, dA[0.025,0.010] dB[0.229,0.008] g[4.119,3.735]\n",
            "> 5548, dA[0.008,0.039] dB[0.010,0.036] g[6.419,6.921]\n",
            "> 5549, dA[0.105,0.020] dB[0.006,0.008] g[6.843,6.128]\n",
            "> 5550, dA[0.011,0.023] dB[0.186,0.134] g[6.035,7.884]\n",
            "> 5551, dA[0.012,0.029] dB[0.023,0.015] g[8.773,8.875]\n",
            "> 5552, dA[0.213,0.060] dB[0.187,0.050] g[3.350,3.829]\n",
            "> 5553, dA[0.047,0.173] dB[0.261,0.232] g[3.114,3.364]\n",
            "> 5554, dA[0.012,0.036] dB[0.011,0.146] g[5.635,6.696]\n",
            "> 5555, dA[0.026,0.066] dB[0.027,0.044] g[8.607,8.420]\n",
            "> 5556, dA[0.027,0.151] dB[0.016,0.018] g[6.846,8.840]\n",
            "> 5557, dA[0.021,0.019] dB[0.011,0.074] g[4.787,5.749]\n",
            "> 5558, dA[0.039,0.025] dB[0.354,0.091] g[4.126,4.611]\n",
            "> 5559, dA[0.015,0.015] dB[0.023,0.064] g[5.244,5.698]\n",
            "> 5560, dA[0.010,0.025] dB[0.011,0.031] g[6.073,6.589]\n",
            "> 5561, dA[0.011,0.048] dB[0.042,0.038] g[8.131,8.056]\n",
            "> 5562, dA[0.236,0.049] dB[0.017,0.011] g[7.071,5.852]\n",
            "> 5563, dA[0.058,0.021] dB[0.007,0.030] g[5.587,5.476]\n",
            "> 5564, dA[0.024,0.023] dB[0.058,0.022] g[7.687,6.979]\n",
            "> 5565, dA[0.023,0.055] dB[0.063,0.026] g[3.338,3.121]\n",
            "> 5566, dA[0.008,0.039] dB[0.014,0.025] g[3.546,4.140]\n",
            "> 5567, dA[0.040,0.012] dB[0.025,0.015] g[10.486,10.848]\n",
            "> 5568, dA[0.014,0.017] dB[0.187,0.208] g[4.691,5.124]\n",
            "> 5569, dA[0.010,0.050] dB[0.036,0.009] g[5.638,5.793]\n",
            "> 5570, dA[0.318,0.027] dB[0.012,0.040] g[7.372,6.782]\n",
            "> 5571, dA[0.046,0.020] dB[0.011,0.023] g[6.325,6.298]\n",
            "> 5572, dA[0.032,0.022] dB[0.189,0.024] g[5.332,4.849]\n",
            "> 5573, dA[0.007,0.011] dB[0.020,0.124] g[8.213,9.047]\n",
            "> 5574, dA[0.251,0.034] dB[0.026,0.032] g[5.016,5.925]\n",
            "> 5575, dA[0.024,0.060] dB[0.035,0.042] g[4.415,4.045]\n",
            "> 5576, dA[0.024,0.022] dB[0.018,0.023] g[2.678,3.712]\n",
            "> 5577, dA[0.068,0.009] dB[0.012,0.056] g[4.477,4.800]\n",
            "> 5578, dA[0.079,0.195] dB[0.103,0.023] g[3.414,3.167]\n",
            "> 5579, dA[0.083,0.073] dB[0.040,0.017] g[3.609,3.833]\n",
            "> 5580, dA[0.046,0.015] dB[0.084,0.225] g[3.838,4.553]\n",
            "> 5581, dA[0.036,0.089] dB[0.065,0.013] g[3.585,3.308]\n",
            "> 5582, dA[0.016,0.051] dB[0.071,0.028] g[4.730,5.743]\n",
            "> 5583, dA[0.020,0.012] dB[0.019,0.039] g[5.370,6.469]\n",
            "> 5584, dA[0.094,0.060] dB[0.009,0.014] g[4.899,4.679]\n",
            "> 5585, dA[0.006,0.011] dB[0.031,0.013] g[4.448,5.071]\n",
            "> 5586, dA[0.027,0.021] dB[0.007,0.034] g[7.887,6.284]\n",
            "> 5587, dA[0.221,0.349] dB[0.008,0.015] g[6.016,4.694]\n",
            "> 5588, dA[0.020,0.018] dB[0.068,0.095] g[3.463,3.537]\n",
            "> 5589, dA[0.047,0.013] dB[0.020,0.190] g[4.987,4.690]\n",
            "> 5590, dA[0.085,0.035] dB[0.167,0.017] g[2.428,3.607]\n",
            "> 5591, dA[0.017,0.120] dB[0.025,0.007] g[3.995,4.095]\n",
            "> 5592, dA[0.012,0.026] dB[0.094,0.019] g[4.629,4.519]\n",
            "> 5593, dA[0.025,0.008] dB[0.051,0.048] g[3.415,4.003]\n",
            "> 5594, dA[0.016,0.012] dB[0.074,0.584] g[2.263,3.703]\n",
            "> 5595, dA[0.070,0.013] dB[0.015,0.045] g[3.875,4.006]\n",
            "> 5596, dA[0.017,0.117] dB[0.168,0.014] g[3.544,2.867]\n",
            "> 5597, dA[0.022,0.044] dB[0.029,0.080] g[3.520,4.060]\n",
            "> 5598, dA[0.156,0.073] dB[0.030,0.122] g[2.633,3.042]\n",
            "> 5599, dA[0.006,0.020] dB[0.015,0.007] g[7.446,8.687]\n",
            "> 5600, dA[0.179,0.032] dB[0.050,0.082] g[4.094,4.605]\n",
            "> 5601, dA[0.025,0.106] dB[0.067,0.015] g[3.108,2.476]\n",
            "> 5602, dA[0.056,0.015] dB[0.009,0.246] g[3.010,3.572]\n",
            "> 5603, dA[0.039,0.033] dB[0.022,0.066] g[3.392,4.148]\n",
            "> 5604, dA[0.263,0.300] dB[0.757,0.081] g[3.242,2.442]\n",
            "> 5605, dA[0.014,0.010] dB[0.059,0.189] g[4.978,6.024]\n",
            "> 5606, dA[0.019,0.016] dB[0.026,0.022] g[4.376,4.780]\n",
            "> 5607, dA[0.041,0.019] dB[0.028,0.126] g[4.778,5.365]\n",
            "> 5608, dA[0.009,0.048] dB[0.371,0.021] g[3.759,3.045]\n",
            "> 5609, dA[0.011,0.108] dB[0.032,0.085] g[5.430,6.104]\n",
            "> 5610, dA[0.051,0.027] dB[0.057,0.091] g[4.207,5.818]\n",
            "> 5611, dA[0.307,0.039] dB[0.159,0.099] g[3.713,4.438]\n",
            "> 5612, dA[0.127,0.433] dB[0.023,0.029] g[3.463,3.425]\n",
            "> 5613, dA[0.009,0.026] dB[0.007,0.013] g[7.122,6.484]\n",
            "> 5614, dA[0.518,0.024] dB[0.019,0.032] g[3.966,4.426]\n",
            "> 5615, dA[0.013,0.178] dB[0.052,0.089] g[3.012,3.666]\n",
            "> 5616, dA[0.012,0.039] dB[0.011,0.011] g[4.383,5.502]\n",
            "> 5617, dA[0.010,0.028] dB[0.025,0.026] g[4.502,4.801]\n",
            "> 5618, dA[0.094,0.020] dB[0.015,0.011] g[7.613,6.501]\n",
            "> 5619, dA[0.008,0.025] dB[0.009,0.011] g[5.887,7.331]\n",
            "> 5620, dA[0.011,0.015] dB[0.010,0.011] g[9.122,8.553]\n",
            "> 5621, dA[0.021,0.011] dB[0.093,0.032] g[5.394,6.142]\n",
            "> 5622, dA[0.029,0.015] dB[0.034,0.060] g[4.430,5.286]\n",
            "> 5623, dA[0.031,0.031] dB[0.009,0.009] g[4.943,5.351]\n",
            "> 5624, dA[0.200,0.038] dB[0.081,0.021] g[4.423,4.361]\n",
            "> 5625, dA[0.226,0.149] dB[0.229,0.095] g[3.235,3.434]\n",
            "> 5626, dA[0.037,0.103] dB[0.128,0.042] g[3.400,3.420]\n",
            "> 5627, dA[0.037,0.052] dB[0.009,0.030] g[6.975,5.758]\n",
            "> 5628, dA[0.026,0.037] dB[0.019,0.018] g[6.468,6.227]\n",
            "> 5629, dA[0.059,0.041] dB[0.153,0.021] g[3.284,4.210]\n",
            "> 5630, dA[0.023,0.026] dB[0.037,0.161] g[5.942,7.333]\n",
            "> 5631, dA[0.036,0.013] dB[0.019,0.023] g[8.032,7.909]\n",
            "> 5632, dA[0.221,0.104] dB[0.047,0.019] g[10.995,8.235]\n",
            "> 5633, dA[0.031,0.012] dB[0.025,0.031] g[5.017,5.199]\n",
            "> 5634, dA[0.011,0.058] dB[0.237,0.012] g[6.054,6.029]\n",
            "> 5635, dA[0.014,0.014] dB[0.104,0.155] g[4.945,6.460]\n",
            "> 5636, dA[0.017,0.018] dB[0.136,0.142] g[5.567,7.830]\n",
            "> 5637, dA[0.011,0.017] dB[0.052,0.046] g[5.939,6.700]\n",
            "> 5638, dA[0.025,0.049] dB[0.110,0.053] g[3.365,4.011]\n",
            "> 5639, dA[0.013,0.010] dB[0.244,0.029] g[4.898,4.818]\n",
            "> 5640, dA[0.023,0.021] dB[0.033,0.049] g[7.113,7.597]\n",
            "> 5641, dA[0.022,0.024] dB[0.017,0.035] g[4.875,7.279]\n",
            "> 5642, dA[0.102,0.043] dB[0.214,0.017] g[3.538,4.199]\n",
            "> 5643, dA[0.041,0.009] dB[0.025,0.076] g[3.218,4.689]\n",
            "> 5644, dA[0.028,0.011] dB[0.016,0.035] g[3.987,3.529]\n",
            "> 5645, dA[0.005,0.170] dB[0.013,0.014] g[4.961,4.756]\n",
            "> 5646, dA[0.165,0.018] dB[0.016,0.015] g[7.337,6.586]\n",
            "> 5647, dA[0.011,0.024] dB[0.119,0.023] g[3.013,2.841]\n",
            "> 5648, dA[0.010,0.101] dB[0.039,0.049] g[5.869,6.843]\n",
            "> 5649, dA[0.030,0.019] dB[0.017,0.291] g[5.379,6.852]\n",
            "> 5650, dA[0.012,0.013] dB[0.050,0.033] g[4.586,4.774]\n",
            "> 5651, dA[0.008,0.015] dB[0.082,0.010] g[3.931,4.774]\n",
            "> 5652, dA[0.014,0.010] dB[0.016,0.009] g[8.783,9.067]\n",
            "> 5653, dA[0.036,0.005] dB[0.052,0.019] g[4.046,4.599]\n",
            "> 5654, dA[0.091,0.063] dB[0.017,0.013] g[3.343,3.847]\n",
            "> 5655, dA[0.087,0.009] dB[0.006,0.012] g[4.954,5.617]\n",
            "> 5656, dA[0.106,0.015] dB[0.010,0.145] g[5.101,6.471]\n",
            "> 5657, dA[0.069,0.325] dB[0.020,0.046] g[4.929,3.873]\n",
            "> 5658, dA[0.014,0.028] dB[0.392,0.050] g[6.584,7.627]\n",
            "> 5659, dA[0.023,0.046] dB[0.022,0.118] g[6.078,6.136]\n",
            "> 5660, dA[0.011,0.019] dB[0.008,0.039] g[4.532,5.826]\n",
            "> 5661, dA[0.023,0.035] dB[0.014,0.014] g[6.346,7.625]\n",
            "> 5662, dA[0.103,0.149] dB[0.375,0.022] g[3.142,3.118]\n",
            "> 5663, dA[0.065,0.035] dB[0.062,0.083] g[9.059,7.293]\n",
            "> 5664, dA[0.032,0.066] dB[0.128,0.020] g[3.877,4.752]\n",
            "> 5665, dA[0.034,0.038] dB[0.025,0.012] g[6.144,7.236]\n",
            "> 5666, dA[0.028,0.046] dB[0.025,0.020] g[4.971,6.920]\n",
            "> 5667, dA[0.037,0.008] dB[0.009,0.029] g[3.611,4.027]\n",
            "> 5668, dA[0.043,0.014] dB[0.023,0.082] g[3.599,4.686]\n",
            "> 5669, dA[0.007,0.011] dB[0.017,0.026] g[10.827,10.132]\n",
            "> 5670, dA[0.097,0.016] dB[0.010,0.011] g[4.731,5.510]\n",
            "> 5671, dA[0.012,0.099] dB[0.009,0.132] g[5.973,5.751]\n",
            "> 5672, dA[0.017,0.031] dB[0.254,0.013] g[4.497,4.255]\n",
            "> 5673, dA[0.013,0.020] dB[0.116,0.286] g[4.951,5.361]\n",
            "> 5674, dA[0.011,0.027] dB[0.015,0.021] g[7.639,8.169]\n",
            "> 5675, dA[0.007,0.023] dB[0.037,0.095] g[4.430,5.405]\n",
            "> 5676, dA[0.072,0.063] dB[0.072,0.013] g[5.324,4.420]\n",
            "> 5677, dA[0.106,0.047] dB[0.027,0.124] g[5.089,5.934]\n",
            "> 5678, dA[0.022,0.009] dB[0.005,0.033] g[7.671,6.515]\n",
            "> 5679, dA[0.023,0.039] dB[0.083,0.051] g[3.933,5.100]\n",
            "> 5680, dA[0.066,0.113] dB[0.013,0.141] g[3.880,5.267]\n",
            "> 5681, dA[0.009,0.065] dB[0.015,0.025] g[5.585,5.631]\n",
            "> 5682, dA[0.013,0.024] dB[0.008,0.009] g[8.215,7.126]\n",
            "> 5683, dA[0.208,0.072] dB[0.016,0.020] g[3.913,4.838]\n",
            "> 5684, dA[0.019,0.014] dB[0.132,0.026] g[4.468,4.661]\n",
            "> 5685, dA[0.016,0.011] dB[0.091,0.190] g[2.823,3.558]\n",
            "> 5686, dA[0.016,0.056] dB[0.022,0.047] g[5.236,7.389]\n",
            "> 5687, dA[0.161,0.010] dB[0.118,0.065] g[4.119,5.652]\n",
            "> 5688, dA[0.015,0.028] dB[0.011,0.048] g[5.241,5.239]\n",
            "> 5689, dA[0.168,0.612] dB[0.006,0.097] g[3.986,3.422]\n",
            "> 5690, dA[0.110,0.018] dB[0.010,0.054] g[4.957,5.419]\n",
            "> 5691, dA[0.087,0.122] dB[0.009,0.011] g[5.770,4.655]\n",
            "> 5692, dA[0.047,0.192] dB[0.109,0.009] g[2.994,2.796]\n",
            "> 5693, dA[0.104,0.049] dB[0.033,0.154] g[4.237,4.875]\n",
            "> 5694, dA[0.078,0.029] dB[0.066,0.047] g[4.160,6.311]\n",
            "> 5695, dA[0.017,0.142] dB[0.224,0.016] g[6.803,6.318]\n",
            "> 5696, dA[0.315,0.015] dB[0.088,0.058] g[3.889,4.609]\n",
            "> 5697, dA[0.029,0.197] dB[0.062,0.133] g[2.577,2.631]\n",
            "> 5698, dA[0.031,0.017] dB[0.030,0.019] g[5.013,5.071]\n",
            "> 5699, dA[0.052,0.029] dB[0.157,0.049] g[6.124,6.455]\n",
            "> 5700, dA[0.013,0.030] dB[0.025,0.070] g[3.898,5.042]\n",
            "> 5701, dA[0.009,0.008] dB[0.020,0.055] g[4.754,4.754]\n",
            "> 5702, dA[0.016,0.036] dB[0.020,0.025] g[5.525,6.011]\n",
            "> 5703, dA[0.094,0.028] dB[0.112,0.119] g[3.213,3.610]\n",
            "> 5704, dA[0.007,0.137] dB[0.022,0.021] g[4.381,4.820]\n",
            "> 5705, dA[0.156,0.023] dB[0.114,0.118] g[3.188,3.620]\n",
            "> 5706, dA[0.038,0.068] dB[0.019,0.039] g[2.913,2.998]\n",
            "> 5707, dA[0.246,0.345] dB[0.017,0.066] g[5.467,4.241]\n",
            "> 5708, dA[0.071,0.033] dB[0.532,0.053] g[4.157,4.127]\n",
            "> 5709, dA[0.022,0.019] dB[0.013,0.079] g[4.240,5.744]\n",
            "> 5710, dA[0.016,0.011] dB[0.014,0.052] g[8.190,10.342]\n",
            "> 5711, dA[0.049,0.006] dB[0.174,0.007] g[4.607,4.492]\n",
            "> 5712, dA[0.031,0.040] dB[0.016,0.054] g[3.647,4.075]\n",
            "> 5713, dA[0.025,0.118] dB[0.098,0.062] g[3.337,4.334]\n",
            "> 5714, dA[0.068,0.049] dB[0.018,0.074] g[5.711,6.555]\n",
            "> 5715, dA[0.007,0.008] dB[0.027,0.015] g[5.005,5.765]\n",
            "> 5716, dA[0.057,0.023] dB[0.017,0.013] g[4.975,5.864]\n",
            "> 5717, dA[0.004,0.016] dB[0.030,0.007] g[5.929,6.734]\n",
            "> 5718, dA[0.200,0.118] dB[0.014,0.212] g[4.529,5.301]\n",
            "> 5719, dA[0.150,0.166] dB[0.174,0.023] g[5.334,5.779]\n",
            "> 5720, dA[0.127,0.019] dB[0.008,0.067] g[7.098,8.622]\n",
            "> 5721, dA[0.180,0.022] dB[0.020,0.041] g[5.410,6.593]\n",
            "> 5722, dA[0.053,0.010] dB[0.056,0.024] g[8.023,8.053]\n",
            "> 5723, dA[0.016,0.036] dB[0.027,0.024] g[6.911,6.707]\n",
            "> 5724, dA[0.024,0.010] dB[0.013,0.112] g[4.708,5.706]\n",
            "> 5725, dA[0.048,0.011] dB[0.086,0.058] g[6.427,8.264]\n",
            "> 5726, dA[0.043,0.049] dB[0.259,0.025] g[4.037,4.273]\n",
            "> 5727, dA[0.077,0.091] dB[0.061,0.249] g[4.854,5.448]\n",
            "> 5728, dA[0.013,0.009] dB[0.070,0.023] g[5.979,5.757]\n",
            "> 5729, dA[0.006,0.009] dB[0.020,0.021] g[8.768,7.455]\n",
            "> 5730, dA[0.027,0.045] dB[0.008,0.027] g[4.588,4.590]\n",
            "> 5731, dA[0.193,0.050] dB[0.008,0.007] g[4.775,4.621]\n",
            "> 5732, dA[0.031,0.024] dB[0.123,0.091] g[4.576,5.269]\n",
            "> 5733, dA[0.021,0.032] dB[0.057,0.021] g[5.160,5.384]\n",
            "> 5734, dA[0.072,0.021] dB[0.158,0.036] g[3.502,5.208]\n",
            "> 5735, dA[0.273,0.079] dB[0.056,0.144] g[2.781,3.535]\n",
            "> 5736, dA[0.026,0.056] dB[0.057,0.019] g[5.404,5.129]\n",
            "> 5737, dA[0.024,0.040] dB[0.014,0.039] g[6.630,5.859]\n",
            "> 5738, dA[0.162,0.086] dB[0.034,0.016] g[4.039,3.820]\n",
            "> 5739, dA[0.039,0.062] dB[0.154,0.010] g[3.486,3.164]\n",
            "> 5740, dA[0.145,0.080] dB[0.020,0.021] g[3.254,3.426]\n",
            "> 5741, dA[0.047,0.006] dB[0.092,0.043] g[5.727,7.169]\n",
            "> 5742, dA[0.040,0.014] dB[0.017,0.094] g[2.762,4.366]\n",
            "> 5743, dA[0.218,0.207] dB[0.016,0.018] g[2.787,3.922]\n",
            "> 5744, dA[0.023,0.129] dB[0.086,0.013] g[5.013,3.705]\n",
            "> 5745, dA[0.080,0.055] dB[0.009,0.083] g[5.202,6.324]\n",
            "> 5746, dA[0.244,0.030] dB[0.015,0.103] g[3.570,4.203]\n",
            "> 5747, dA[0.064,0.129] dB[0.006,0.035] g[6.973,6.142]\n",
            "> 5748, dA[0.007,0.015] dB[0.038,0.104] g[6.398,5.635]\n",
            "> 5749, dA[0.120,0.006] dB[0.031,0.015] g[6.523,5.825]\n",
            "> 5750, dA[0.038,0.022] dB[0.194,0.171] g[4.129,4.471]\n",
            "> 5751, dA[0.059,0.053] dB[0.026,0.012] g[3.175,3.785]\n",
            "> 5752, dA[0.042,0.139] dB[0.028,0.068] g[3.856,4.296]\n",
            "> 5753, dA[0.064,0.069] dB[0.004,0.011] g[5.261,4.461]\n",
            "> 5754, dA[0.244,0.014] dB[0.261,0.100] g[4.131,4.761]\n",
            "> 5755, dA[0.005,0.010] dB[0.014,0.017] g[8.015,8.276]\n",
            "> 5756, dA[0.037,0.026] dB[0.008,0.089] g[4.904,6.052]\n",
            "> 5757, dA[0.008,0.016] dB[0.412,0.059] g[5.275,5.882]\n",
            "> 5758, dA[0.023,0.208] dB[0.060,0.038] g[4.949,5.824]\n",
            "> 5759, dA[0.070,0.024] dB[0.015,0.039] g[3.467,3.561]\n",
            "> 5760, dA[0.160,0.012] dB[0.018,0.020] g[4.880,5.169]\n",
            "> 5761, dA[0.035,0.100] dB[0.008,0.025] g[10.107,7.900]\n",
            "> 5762, dA[0.046,0.016] dB[0.034,0.041] g[4.137,4.823]\n",
            "> 5763, dA[0.022,0.016] dB[0.115,0.097] g[4.270,4.957]\n",
            "> 5764, dA[0.016,0.042] dB[0.022,0.007] g[4.957,5.793]\n",
            "> 5765, dA[0.262,0.280] dB[0.095,0.029] g[4.125,3.626]\n",
            "> 5766, dA[0.033,0.025] dB[0.019,0.029] g[4.130,4.298]\n",
            "> 5767, dA[0.013,0.052] dB[0.016,0.143] g[5.575,6.287]\n",
            "> 5768, dA[0.019,0.028] dB[0.105,0.022] g[5.244,5.506]\n",
            "> 5769, dA[0.013,0.007] dB[0.056,0.086] g[3.871,4.327]\n",
            "> 5770, dA[0.033,0.054] dB[0.022,0.036] g[3.159,3.571]\n",
            "> 5771, dA[0.080,0.031] dB[0.006,0.162] g[6.829,6.403]\n",
            "> 5772, dA[0.009,0.018] dB[0.466,0.151] g[3.750,4.812]\n",
            "> 5773, dA[0.095,0.075] dB[0.035,0.050] g[3.260,3.615]\n",
            "> 5774, dA[0.021,0.013] dB[0.348,0.049] g[5.750,6.512]\n",
            "> 5775, dA[0.015,0.038] dB[0.009,0.065] g[5.259,7.005]\n",
            "> 5776, dA[0.027,0.061] dB[0.013,0.030] g[5.903,6.846]\n",
            "> 5777, dA[0.185,0.037] dB[0.089,0.096] g[2.772,3.716]\n",
            "> 5778, dA[0.019,0.266] dB[0.016,0.009] g[6.781,7.597]\n",
            "> 5779, dA[0.013,0.014] dB[0.050,0.115] g[3.041,3.302]\n",
            "> 5780, dA[0.271,0.018] dB[0.116,0.014] g[4.700,4.464]\n",
            "> 5781, dA[0.027,0.065] dB[0.021,0.348] g[4.479,5.699]\n",
            "> 5782, dA[0.007,0.015] dB[0.036,0.021] g[4.445,4.532]\n",
            "> 5783, dA[0.011,0.064] dB[0.040,0.023] g[4.093,5.144]\n",
            "> 5784, dA[0.125,0.156] dB[0.079,0.019] g[3.263,3.643]\n",
            "> 5785, dA[0.047,0.022] dB[0.024,0.097] g[3.408,3.793]\n",
            "> 5786, dA[0.008,0.012] dB[0.148,0.068] g[3.950,4.161]\n",
            "> 5787, dA[0.063,0.013] dB[0.060,0.040] g[4.288,4.924]\n",
            "> 5788, dA[0.384,0.094] dB[0.042,0.015] g[3.715,4.018]\n",
            "> 5789, dA[0.118,0.053] dB[0.034,0.052] g[6.953,6.643]\n",
            "> 5790, dA[0.020,0.028] dB[0.020,0.021] g[5.252,5.118]\n",
            "> 5791, dA[0.022,0.014] dB[0.042,0.049] g[5.136,6.613]\n",
            "> 5792, dA[0.023,0.010] dB[0.033,0.024] g[4.989,6.121]\n",
            "> 5793, dA[0.031,0.038] dB[0.042,0.020] g[5.062,4.635]\n",
            "> 5794, dA[0.121,0.062] dB[0.112,0.045] g[5.358,6.021]\n",
            "> 5795, dA[0.108,0.066] dB[0.043,0.133] g[3.419,3.769]\n",
            "> 5796, dA[0.017,0.164] dB[0.051,0.020] g[3.975,3.735]\n",
            "> 5797, dA[0.057,0.018] dB[0.011,0.051] g[8.649,7.214]\n",
            "> 5798, dA[0.083,0.035] dB[0.156,0.063] g[4.127,4.299]\n",
            "> 5799, dA[0.024,0.016] dB[0.041,0.053] g[3.819,5.722]\n",
            "> 5800, dA[0.019,0.008] dB[0.079,0.027] g[4.909,5.335]\n",
            "> 5801, dA[0.035,0.016] dB[0.011,0.094] g[5.514,7.947]\n",
            "> 5802, dA[0.177,0.028] dB[0.068,0.038] g[3.423,4.639]\n",
            "> 5803, dA[0.010,0.015] dB[0.011,0.031] g[3.178,3.403]\n",
            "> 5804, dA[0.040,0.109] dB[0.014,0.022] g[3.615,3.528]\n",
            "> 5805, dA[0.072,0.021] dB[0.019,0.017] g[3.745,4.161]\n",
            "> 5806, dA[0.019,0.024] dB[0.010,0.019] g[5.044,4.813]\n",
            "> 5807, dA[0.029,0.041] dB[0.012,0.008] g[5.162,5.842]\n",
            "> 5808, dA[0.035,0.014] dB[0.011,0.024] g[6.639,6.128]\n",
            "> 5809, dA[0.015,0.039] dB[0.056,0.031] g[4.504,4.661]\n",
            "> 5810, dA[0.026,0.016] dB[0.035,0.013] g[2.693,3.003]\n",
            "> 5811, dA[0.009,0.032] dB[0.137,0.057] g[7.418,9.717]\n",
            "> 5812, dA[0.006,0.097] dB[0.023,0.044] g[6.082,6.733]\n",
            "> 5813, dA[0.005,0.062] dB[0.032,0.012] g[7.142,7.023]\n",
            "> 5814, dA[0.036,0.017] dB[0.125,0.026] g[4.554,5.299]\n",
            "> 5815, dA[0.064,0.089] dB[0.027,0.111] g[6.095,5.425]\n",
            "> 5816, dA[0.179,0.096] dB[0.011,0.025] g[4.035,3.806]\n",
            "> 5817, dA[0.027,0.026] dB[0.038,0.035] g[6.486,5.502]\n",
            "> 5818, dA[0.025,0.029] dB[0.195,0.096] g[5.393,6.025]\n",
            "> 5819, dA[0.017,0.015] dB[0.014,0.056] g[5.832,6.498]\n",
            "> 5820, dA[0.012,0.007] dB[0.021,0.028] g[5.676,6.439]\n",
            "> 5821, dA[0.017,0.008] dB[0.008,0.030] g[4.806,5.461]\n",
            "> 5822, dA[0.021,0.012] dB[0.037,0.028] g[6.144,6.287]\n",
            "> 5823, dA[0.013,0.014] dB[0.010,0.127] g[4.624,6.751]\n",
            "> 5824, dA[0.024,0.104] dB[0.026,0.018] g[4.152,3.575]\n",
            "> 5825, dA[0.005,0.009] dB[0.066,0.037] g[4.983,5.878]\n",
            "> 5826, dA[0.127,0.060] dB[0.011,0.026] g[3.204,4.527]\n",
            "> 5827, dA[0.011,0.025] dB[0.040,0.112] g[7.741,7.369]\n",
            "> 5828, dA[0.323,0.116] dB[0.014,0.011] g[3.229,3.319]\n",
            "> 5829, dA[0.057,0.140] dB[0.307,0.024] g[3.753,3.530]\n",
            "> 5830, dA[0.017,0.011] dB[0.015,0.093] g[7.131,6.461]\n",
            "> 5831, dA[0.025,0.019] dB[0.248,0.094] g[3.474,3.800]\n",
            "> 5832, dA[0.013,0.028] dB[0.040,0.015] g[4.135,5.118]\n",
            "> 5833, dA[0.059,0.026] dB[0.180,0.163] g[2.503,3.253]\n",
            "> 5834, dA[0.020,0.016] dB[0.145,0.020] g[3.975,4.555]\n",
            "> 5835, dA[0.009,0.008] dB[0.008,0.031] g[4.217,4.620]\n",
            "> 5836, dA[0.004,0.037] dB[0.051,0.085] g[3.545,5.397]\n",
            "> 5837, dA[0.085,0.018] dB[0.028,0.100] g[3.982,4.752]\n",
            "> 5838, dA[0.029,0.088] dB[0.479,0.079] g[4.740,5.008]\n",
            "> 5839, dA[0.196,0.035] dB[0.164,0.171] g[2.730,3.231]\n",
            "> 5840, dA[0.032,0.014] dB[0.040,0.044] g[5.927,6.917]\n",
            "> 5841, dA[0.009,0.009] dB[0.056,0.033] g[5.797,6.202]\n",
            "> 5842, dA[0.011,0.043] dB[0.005,0.041] g[5.454,5.773]\n",
            "> 5843, dA[0.011,0.015] dB[0.014,0.032] g[7.164,7.966]\n",
            "> 5844, dA[0.168,0.120] dB[0.030,0.051] g[4.688,5.479]\n",
            "> 5845, dA[0.049,0.094] dB[0.140,0.021] g[4.361,4.015]\n",
            "> 5846, dA[0.068,0.040] dB[0.018,0.072] g[3.499,4.469]\n",
            "> 5847, dA[0.022,0.011] dB[0.018,0.022] g[4.939,4.350]\n",
            "> 5848, dA[0.008,0.021] dB[0.282,0.019] g[6.000,6.553]\n",
            "> 5849, dA[0.046,0.090] dB[0.073,0.115] g[2.984,3.232]\n",
            "> 5850, dA[0.008,0.013] dB[0.020,0.066] g[2.770,3.933]\n",
            "> 5851, dA[0.005,0.017] dB[0.021,0.050] g[4.499,5.131]\n",
            "> 5852, dA[0.080,0.044] dB[0.147,0.041] g[4.139,3.915]\n",
            "> 5853, dA[0.022,0.052] dB[0.102,0.108] g[5.689,7.254]\n",
            "> 5854, dA[0.163,0.015] dB[0.013,0.031] g[3.663,4.074]\n",
            "> 5855, dA[0.149,0.115] dB[0.021,0.014] g[3.494,4.486]\n",
            "> 5856, dA[0.023,0.071] dB[0.128,0.050] g[3.648,2.774]\n",
            "> 5857, dA[0.051,0.064] dB[0.033,0.039] g[4.190,5.279]\n",
            "> 5858, dA[0.043,0.015] dB[0.015,0.029] g[7.482,6.830]\n",
            "> 5859, dA[0.041,0.026] dB[0.039,0.028] g[5.348,6.284]\n",
            "> 5860, dA[0.046,0.041] dB[0.061,0.010] g[3.238,4.539]\n",
            "> 5861, dA[0.030,0.014] dB[0.017,0.017] g[6.126,5.578]\n",
            "> 5862, dA[0.011,0.008] dB[0.097,0.128] g[2.766,3.440]\n",
            "> 5863, dA[0.213,0.063] dB[0.090,0.063] g[3.701,3.660]\n",
            "> 5864, dA[0.083,0.140] dB[0.173,0.082] g[3.301,3.642]\n",
            "> 5865, dA[0.045,0.023] dB[0.092,0.097] g[4.658,4.834]\n",
            "> 5866, dA[0.393,0.121] dB[0.120,0.017] g[7.525,7.241]\n",
            "> 5867, dA[0.026,0.032] dB[0.006,0.012] g[10.135,7.793]\n",
            "> 5868, dA[0.012,0.011] dB[0.022,0.024] g[3.501,4.337]\n",
            "> 5869, dA[0.143,0.020] dB[0.038,0.183] g[4.222,5.700]\n",
            "> 5870, dA[0.006,0.142] dB[0.012,0.017] g[6.657,5.566]\n",
            "> 5871, dA[0.006,0.032] dB[0.181,0.060] g[5.480,5.104]\n",
            "> 5872, dA[0.117,0.157] dB[0.022,0.122] g[3.850,3.745]\n",
            "> 5873, dA[0.020,0.017] dB[0.040,0.013] g[3.525,4.681]\n",
            "> 5874, dA[0.016,0.035] dB[0.020,0.032] g[5.714,6.290]\n",
            "> 5875, dA[0.008,0.031] dB[0.061,0.022] g[5.288,4.393]\n",
            "> 5876, dA[0.009,0.014] dB[0.012,0.008] g[5.716,6.862]\n",
            "> 5877, dA[0.144,0.033] dB[0.277,0.134] g[3.554,4.252]\n",
            "> 5878, dA[0.016,0.072] dB[0.072,0.231] g[3.994,4.182]\n",
            "> 5879, dA[0.048,0.022] dB[0.134,0.062] g[3.537,3.680]\n",
            "> 5880, dA[0.004,0.020] dB[0.112,0.054] g[3.725,4.645]\n",
            "> 5881, dA[0.009,0.011] dB[0.032,0.035] g[7.430,7.063]\n",
            "> 5882, dA[0.005,0.010] dB[0.010,0.032] g[10.887,9.666]\n",
            "> 5883, dA[0.025,0.040] dB[0.098,0.006] g[3.321,3.243]\n",
            "> 5884, dA[0.032,0.054] dB[0.029,0.126] g[5.379,5.558]\n",
            "> 5885, dA[0.010,0.004] dB[0.024,0.051] g[3.795,4.678]\n",
            "> 5886, dA[0.019,0.024] dB[0.011,0.014] g[4.622,4.748]\n",
            "> 5887, dA[0.013,0.114] dB[0.132,0.058] g[6.345,7.315]\n",
            "> 5888, dA[0.024,0.020] dB[0.069,0.062] g[6.631,8.324]\n",
            "> 5889, dA[0.059,0.010] dB[0.013,0.095] g[4.065,5.598]\n",
            "> 5890, dA[0.008,0.157] dB[0.009,0.014] g[11.454,8.224]\n",
            "> 5891, dA[0.390,0.033] dB[0.009,0.040] g[4.913,5.618]\n",
            "> 5892, dA[0.008,0.039] dB[0.062,0.017] g[5.181,5.571]\n",
            "> 5893, dA[0.095,0.031] dB[0.011,0.016] g[6.590,6.005]\n",
            "> 5894, dA[0.057,0.090] dB[0.061,0.010] g[3.808,3.510]\n",
            "> 5895, dA[0.012,0.042] dB[0.032,0.017] g[4.097,4.611]\n",
            "> 5896, dA[0.012,0.020] dB[0.017,0.031] g[3.664,4.600]\n",
            "> 5897, dA[0.041,0.019] dB[0.014,0.111] g[6.024,6.223]\n",
            "> 5898, dA[0.012,0.021] dB[0.031,0.036] g[5.908,5.449]\n",
            "> 5899, dA[0.019,0.004] dB[0.144,0.052] g[4.538,4.845]\n",
            "> 5900, dA[0.021,0.077] dB[0.427,0.153] g[3.591,3.470]\n",
            "> 5901, dA[0.203,0.016] dB[0.097,0.052] g[4.869,5.504]\n",
            "> 5902, dA[0.026,0.074] dB[0.061,0.034] g[5.252,5.808]\n",
            "> 5903, dA[0.036,0.059] dB[0.057,0.040] g[4.834,5.703]\n",
            "> 5904, dA[0.014,0.007] dB[0.018,0.043] g[3.860,4.369]\n",
            "> 5905, dA[0.039,0.009] dB[0.103,0.009] g[5.386,7.007]\n",
            "> 5906, dA[0.011,0.017] dB[0.020,0.038] g[4.400,4.134]\n",
            "> 5907, dA[0.077,0.082] dB[0.169,0.103] g[3.061,3.474]\n",
            "> 5908, dA[0.029,0.037] dB[0.011,0.129] g[4.128,5.480]\n",
            "> 5909, dA[0.016,0.056] dB[0.027,0.030] g[6.976,6.343]\n",
            "> 5910, dA[0.299,0.053] dB[0.147,0.082] g[3.572,4.624]\n",
            "> 5911, dA[0.034,0.075] dB[0.015,0.027] g[3.338,2.677]\n",
            "> 5912, dA[0.031,0.019] dB[0.026,0.031] g[3.500,3.237]\n",
            "> 5913, dA[0.022,0.104] dB[0.052,0.267] g[2.868,3.375]\n",
            "> 5914, dA[0.020,0.015] dB[0.132,0.021] g[4.229,4.831]\n",
            "> 5915, dA[0.170,0.014] dB[0.016,0.032] g[3.651,4.792]\n",
            "> 5916, dA[0.028,0.016] dB[0.039,0.010] g[5.416,6.523]\n",
            "> 5917, dA[0.009,0.034] dB[0.010,0.021] g[5.150,6.051]\n",
            "> 5918, dA[0.009,0.037] dB[0.006,0.007] g[6.232,7.854]\n",
            "> 5919, dA[0.082,0.017] dB[0.007,0.022] g[6.550,6.274]\n",
            "> 5920, dA[0.004,0.014] dB[0.008,0.046] g[5.769,7.248]\n",
            "> 5921, dA[0.008,0.013] dB[0.011,0.015] g[4.292,4.395]\n",
            "> 5922, dA[0.086,0.018] dB[0.153,0.077] g[2.510,3.065]\n",
            "> 5923, dA[0.044,0.050] dB[0.021,0.042] g[4.746,5.891]\n",
            "> 5924, dA[0.185,0.038] dB[0.072,0.022] g[2.985,3.906]\n",
            "> 5925, dA[0.042,0.136] dB[0.013,0.021] g[4.765,4.591]\n",
            "> 5926, dA[0.039,0.014] dB[0.009,0.009] g[3.428,3.935]\n",
            "> 5927, dA[0.520,0.028] dB[0.014,0.079] g[3.101,5.076]\n",
            "> 5928, dA[0.027,0.335] dB[0.033,0.054] g[5.604,3.932]\n",
            "> 5929, dA[0.052,0.008] dB[0.173,0.050] g[3.664,3.801]\n",
            "> 5930, dA[0.031,0.019] dB[0.045,0.033] g[3.342,3.393]\n",
            "> 5931, dA[0.066,0.021] dB[0.008,0.034] g[2.769,2.651]\n",
            "> 5932, dA[0.050,0.022] dB[0.148,0.071] g[4.039,4.281]\n",
            "> 5933, dA[0.174,0.262] dB[0.030,0.018] g[3.626,3.235]\n",
            "> 5934, dA[0.011,0.109] dB[0.018,0.042] g[6.387,5.231]\n",
            "> 5935, dA[0.121,0.017] dB[0.083,0.052] g[3.874,4.199]\n",
            "> 5936, dA[0.029,0.027] dB[0.146,0.196] g[3.454,4.460]\n",
            "> 5937, dA[0.025,0.071] dB[0.022,0.052] g[4.674,4.730]\n",
            "> 5938, dA[0.040,0.068] dB[0.106,0.080] g[3.325,3.400]\n",
            "> 5939, dA[0.013,0.111] dB[0.032,0.016] g[3.290,3.895]\n",
            "> 5940, dA[0.108,0.011] dB[0.012,0.039] g[5.200,4.758]\n",
            "> 5941, dA[0.105,0.013] dB[0.011,0.021] g[8.610,8.069]\n",
            "> 5942, dA[0.011,0.021] dB[0.318,0.110] g[4.752,5.161]\n",
            "> 5943, dA[0.003,0.024] dB[0.030,0.048] g[5.669,6.484]\n",
            "> 5944, dA[0.017,0.012] dB[0.075,0.331] g[3.061,3.488]\n",
            "> 5945, dA[0.049,0.007] dB[0.045,0.052] g[4.197,2.686]\n",
            "> 5946, dA[0.020,0.043] dB[0.055,0.090] g[4.018,4.820]\n",
            "> 5947, dA[0.103,0.098] dB[0.045,0.022] g[3.474,4.027]\n",
            "> 5948, dA[0.034,0.024] dB[0.038,0.020] g[4.352,5.164]\n",
            "> 5949, dA[0.065,0.112] dB[0.005,0.034] g[2.787,3.197]\n",
            "> 5950, dA[0.014,0.073] dB[0.010,0.027] g[5.031,4.446]\n",
            "> 5951, dA[0.220,0.033] dB[0.030,0.017] g[4.577,4.111]\n",
            "> 5952, dA[0.085,0.099] dB[0.008,0.015] g[4.519,4.391]\n",
            "> 5953, dA[0.023,0.028] dB[0.085,0.026] g[4.919,5.926]\n",
            "> 5954, dA[0.044,0.119] dB[0.018,0.016] g[4.301,4.856]\n",
            "> 5955, dA[0.049,0.027] dB[0.025,0.015] g[9.475,8.390]\n",
            "> 5956, dA[0.049,0.055] dB[0.010,0.022] g[5.149,5.362]\n",
            "> 5957, dA[0.113,0.058] dB[0.007,0.021] g[5.016,5.035]\n",
            "> 5958, dA[0.054,0.038] dB[0.010,0.046] g[7.190,7.259]\n",
            "> 5959, dA[0.096,0.041] dB[0.036,0.035] g[3.118,4.307]\n",
            "> 5960, dA[0.029,0.161] dB[0.133,0.216] g[3.320,3.097]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_005960.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_005960.h5\n",
            "> 5961, dA[0.136,0.010] dB[0.029,0.054] g[6.916,6.359]\n",
            "> 5962, dA[0.047,0.019] dB[0.061,0.019] g[6.110,5.922]\n",
            "> 5963, dA[0.012,0.032] dB[0.156,0.044] g[5.005,5.070]\n",
            "> 5964, dA[0.015,0.026] dB[0.010,0.066] g[9.458,11.116]\n",
            "> 5965, dA[0.008,0.053] dB[0.021,0.069] g[8.050,7.780]\n",
            "> 5966, dA[0.024,0.046] dB[0.261,0.044] g[4.732,4.422]\n",
            "> 5967, dA[0.018,0.018] dB[0.024,0.079] g[3.825,4.131]\n",
            "> 5968, dA[0.023,0.071] dB[0.051,0.028] g[3.608,3.833]\n",
            "> 5969, dA[0.006,0.075] dB[0.011,0.010] g[3.051,3.414]\n",
            "> 5970, dA[0.015,0.011] dB[0.029,0.013] g[10.839,11.817]\n",
            "> 5971, dA[0.070,0.030] dB[0.009,0.013] g[11.474,9.171]\n",
            "> 5972, dA[0.022,0.025] dB[0.031,0.016] g[7.072,6.077]\n",
            "> 5973, dA[0.068,0.017] dB[0.020,0.136] g[3.636,4.288]\n",
            "> 5974, dA[0.019,0.058] dB[0.016,0.032] g[3.759,3.534]\n",
            "> 5975, dA[0.024,0.031] dB[0.081,0.005] g[4.773,3.778]\n",
            "> 5976, dA[0.085,0.105] dB[0.047,0.143] g[3.620,3.840]\n",
            "> 5977, dA[0.052,0.041] dB[0.021,0.049] g[4.546,4.918]\n",
            "> 5978, dA[0.014,0.031] dB[0.018,0.067] g[3.392,3.826]\n",
            "> 5979, dA[0.037,0.128] dB[0.102,0.012] g[3.534,3.398]\n",
            "> 5980, dA[0.109,0.009] dB[0.076,0.084] g[3.314,3.788]\n",
            "> 5981, dA[0.172,0.214] dB[0.050,0.095] g[8.284,7.299]\n",
            "> 5982, dA[0.032,0.035] dB[0.386,0.138] g[2.824,2.784]\n",
            "> 5983, dA[0.032,0.029] dB[0.013,0.027] g[4.981,5.255]\n",
            "> 5984, dA[0.013,0.014] dB[0.059,0.150] g[2.747,3.617]\n",
            "> 5985, dA[0.233,0.046] dB[0.206,0.010] g[5.082,6.012]\n",
            "> 5986, dA[0.051,0.101] dB[0.023,0.143] g[3.847,4.699]\n",
            "> 5987, dA[0.324,0.049] dB[0.031,0.034] g[3.006,3.766]\n",
            "> 5988, dA[0.145,0.170] dB[0.131,0.044] g[3.453,4.073]\n",
            "> 5989, dA[0.040,0.025] dB[0.125,0.020] g[4.577,4.446]\n",
            "> 5990, dA[0.023,0.025] dB[0.078,0.145] g[3.954,4.440]\n",
            "> 5991, dA[0.026,0.008] dB[0.066,0.029] g[4.941,5.528]\n",
            "> 5992, dA[0.017,0.021] dB[0.036,0.063] g[5.469,5.709]\n",
            "> 5993, dA[0.011,0.091] dB[0.090,0.042] g[2.938,3.565]\n",
            "> 5994, dA[0.017,0.017] dB[0.065,0.062] g[7.005,9.468]\n",
            "> 5995, dA[0.009,0.011] dB[0.013,0.018] g[6.012,6.015]\n",
            "> 5996, dA[0.009,0.017] dB[0.042,0.026] g[5.995,7.956]\n",
            "> 5997, dA[0.010,0.036] dB[0.059,0.033] g[3.882,4.267]\n",
            "> 5998, dA[0.011,0.034] dB[0.239,0.061] g[2.838,3.167]\n",
            "> 5999, dA[0.014,0.025] dB[0.057,0.065] g[8.609,8.497]\n",
            "> 6000, dA[0.104,0.009] dB[0.011,0.015] g[4.330,4.636]\n",
            "> 6001, dA[0.018,0.050] dB[0.065,0.038] g[5.304,6.196]\n",
            "> 6002, dA[0.004,0.018] dB[0.137,0.059] g[4.739,4.739]\n",
            "> 6003, dA[0.088,0.013] dB[0.027,0.019] g[5.912,5.820]\n",
            "> 6004, dA[0.026,0.046] dB[0.057,0.019] g[3.543,3.981]\n",
            "> 6005, dA[0.128,0.061] dB[0.008,0.034] g[4.454,4.372]\n",
            "> 6006, dA[0.152,0.027] dB[0.152,0.066] g[3.707,4.317]\n",
            "> 6007, dA[0.041,0.031] dB[0.013,0.078] g[3.071,4.122]\n",
            "> 6008, dA[0.044,0.127] dB[0.031,0.032] g[4.511,3.771]\n",
            "> 6009, dA[0.006,0.045] dB[0.009,0.022] g[6.146,7.466]\n",
            "> 6010, dA[0.017,0.039] dB[0.009,0.016] g[5.102,4.864]\n",
            "> 6011, dA[0.044,0.108] dB[0.011,0.013] g[2.743,3.168]\n",
            "> 6012, dA[0.225,0.183] dB[0.141,0.139] g[3.701,4.948]\n",
            "> 6013, dA[0.048,0.039] dB[0.052,0.052] g[3.702,4.416]\n",
            "> 6014, dA[0.067,0.012] dB[0.043,0.021] g[3.719,4.792]\n",
            "> 6015, dA[0.020,0.008] dB[0.158,0.022] g[5.702,7.297]\n",
            "> 6016, dA[0.016,0.051] dB[0.038,0.124] g[2.677,3.885]\n",
            "> 6017, dA[0.012,0.014] dB[0.043,0.057] g[4.730,5.738]\n",
            "> 6018, dA[0.049,0.018] dB[0.270,0.040] g[4.967,5.450]\n",
            "> 6019, dA[0.016,0.065] dB[0.022,0.344] g[4.823,6.940]\n",
            "> 6020, dA[0.012,0.029] dB[0.022,0.012] g[4.401,4.816]\n",
            "> 6021, dA[0.157,0.044] dB[0.080,0.012] g[10.003,7.929]\n",
            "> 6022, dA[0.088,0.007] dB[0.072,0.096] g[3.415,4.265]\n",
            "> 6023, dA[0.014,0.005] dB[0.020,0.021] g[5.355,6.339]\n",
            "> 6024, dA[0.021,0.014] dB[0.282,0.062] g[5.915,6.690]\n",
            "> 6025, dA[0.021,0.080] dB[0.028,0.023] g[4.265,4.420]\n",
            "> 6026, dA[0.007,0.089] dB[0.029,0.009] g[3.709,6.250]\n",
            "> 6027, dA[0.004,0.028] dB[0.025,0.110] g[6.924,7.716]\n",
            "> 6028, dA[0.298,0.128] dB[0.044,0.107] g[3.220,3.521]\n",
            "> 6029, dA[0.096,0.106] dB[0.084,0.012] g[4.288,3.574]\n",
            "> 6030, dA[0.007,0.055] dB[0.149,0.154] g[4.818,4.604]\n",
            "> 6031, dA[0.157,0.043] dB[0.022,0.020] g[2.854,3.532]\n",
            "> 6032, dA[0.013,0.064] dB[0.041,0.052] g[3.432,3.912]\n",
            "> 6033, dA[0.008,0.010] dB[0.024,0.044] g[2.616,3.102]\n",
            "> 6034, dA[0.017,0.012] dB[0.048,0.022] g[3.244,5.408]\n",
            "> 6035, dA[0.008,0.041] dB[0.025,0.022] g[3.737,4.864]\n",
            "> 6036, dA[0.171,0.031] dB[0.018,0.023] g[3.286,4.247]\n",
            "> 6037, dA[0.019,0.020] dB[0.010,0.248] g[5.052,5.432]\n",
            "> 6038, dA[0.080,0.126] dB[0.014,0.018] g[6.057,6.037]\n",
            "> 6039, dA[0.134,0.053] dB[0.046,0.063] g[8.387,7.887]\n",
            "> 6040, dA[0.059,0.320] dB[0.030,0.149] g[4.080,3.744]\n",
            "> 6041, dA[0.051,0.040] dB[0.037,0.015] g[3.729,3.999]\n",
            "> 6042, dA[0.226,0.078] dB[0.140,0.099] g[3.752,4.107]\n",
            "> 6043, dA[0.035,0.030] dB[0.040,0.015] g[5.028,6.049]\n",
            "> 6044, dA[0.020,0.016] dB[0.043,0.027] g[5.089,6.055]\n",
            "> 6045, dA[0.009,0.016] dB[0.023,0.034] g[3.863,4.734]\n",
            "> 6046, dA[0.012,0.072] dB[0.025,0.017] g[9.561,9.295]\n",
            "> 6047, dA[0.052,0.058] dB[0.023,0.025] g[12.318,10.995]\n",
            "> 6048, dA[0.166,0.028] dB[0.016,0.054] g[4.189,5.238]\n",
            "> 6049, dA[0.036,0.052] dB[0.015,0.062] g[4.536,5.530]\n",
            "> 6050, dA[0.022,0.025] dB[0.321,0.017] g[4.473,3.768]\n",
            "> 6051, dA[0.019,0.130] dB[0.018,0.015] g[11.087,8.106]\n",
            "> 6052, dA[0.034,0.029] dB[0.036,0.017] g[4.823,5.355]\n",
            "> 6053, dA[0.245,0.045] dB[0.019,0.049] g[4.243,4.603]\n",
            "> 6054, dA[0.031,0.020] dB[0.011,0.007] g[5.806,6.703]\n",
            "> 6055, dA[0.149,0.059] dB[0.016,0.012] g[3.917,4.095]\n",
            "> 6056, dA[0.039,0.028] dB[0.076,0.008] g[6.088,6.840]\n",
            "> 6057, dA[0.006,0.052] dB[0.012,0.014] g[4.440,4.728]\n",
            "> 6058, dA[0.040,0.015] dB[0.009,0.015] g[8.100,7.705]\n",
            "> 6059, dA[0.016,0.026] dB[0.023,0.026] g[5.337,6.250]\n",
            "> 6060, dA[0.026,0.076] dB[0.009,0.046] g[4.928,5.456]\n",
            "> 6061, dA[0.027,0.014] dB[0.007,0.010] g[3.382,3.182]\n",
            "> 6062, dA[0.304,0.063] dB[0.018,0.042] g[5.770,5.844]\n",
            "> 6063, dA[0.030,0.169] dB[0.022,0.021] g[7.663,7.006]\n",
            "> 6064, dA[0.019,0.033] dB[0.294,0.010] g[4.570,3.342]\n",
            "> 6065, dA[0.027,0.058] dB[0.043,0.038] g[3.572,4.464]\n",
            "> 6066, dA[0.039,0.135] dB[0.057,0.014] g[6.237,7.086]\n",
            "> 6067, dA[0.042,0.064] dB[0.065,0.197] g[3.746,4.952]\n",
            "> 6068, dA[0.065,0.028] dB[0.057,0.043] g[2.688,3.564]\n",
            "> 6069, dA[0.031,0.014] dB[0.055,0.008] g[5.180,4.452]\n",
            "> 6070, dA[0.020,0.014] dB[0.032,0.044] g[3.672,4.216]\n",
            "> 6071, dA[0.029,0.012] dB[0.017,0.026] g[3.886,4.994]\n",
            "> 6072, dA[0.034,0.027] dB[0.064,0.017] g[6.526,6.305]\n",
            "> 6073, dA[0.052,0.016] dB[0.014,0.120] g[3.977,4.557]\n",
            "> 6074, dA[0.013,0.086] dB[0.133,0.020] g[4.332,4.422]\n",
            "> 6075, dA[0.075,0.033] dB[0.016,0.040] g[6.225,5.743]\n",
            "> 6076, dA[0.008,0.042] dB[0.012,0.008] g[5.062,5.182]\n",
            "> 6077, dA[0.018,0.013] dB[0.050,0.060] g[4.776,6.156]\n",
            "> 6078, dA[0.066,0.033] dB[0.090,0.047] g[4.061,5.264]\n",
            "> 6079, dA[0.012,0.008] dB[0.015,0.011] g[12.074,10.355]\n",
            "> 6080, dA[0.099,0.134] dB[0.053,0.063] g[3.290,3.282]\n",
            "> 6081, dA[0.027,0.041] dB[0.009,0.011] g[4.147,3.520]\n",
            "> 6082, dA[0.012,0.023] dB[0.104,0.173] g[3.683,5.624]\n",
            "> 6083, dA[0.006,0.018] dB[0.074,0.019] g[5.284,6.184]\n",
            "> 6084, dA[0.005,0.017] dB[0.013,0.103] g[4.787,7.063]\n",
            "> 6085, dA[0.141,0.053] dB[0.013,0.012] g[4.160,4.094]\n",
            "> 6086, dA[0.057,0.289] dB[0.048,0.160] g[3.467,4.326]\n",
            "> 6087, dA[0.040,0.214] dB[0.017,0.034] g[9.562,9.745]\n",
            "> 6088, dA[0.016,0.081] dB[0.031,0.012] g[3.884,3.825]\n",
            "> 6089, dA[0.211,0.172] dB[0.131,0.022] g[3.922,3.534]\n",
            "> 6090, dA[0.267,0.052] dB[0.023,0.022] g[4.455,4.804]\n",
            "> 6091, dA[0.073,0.046] dB[0.011,0.029] g[5.773,5.297]\n",
            "> 6092, dA[0.203,0.043] dB[0.079,0.064] g[3.981,4.498]\n",
            "> 6093, dA[0.057,0.026] dB[0.015,0.050] g[3.337,3.713]\n",
            "> 6094, dA[0.066,0.011] dB[0.025,0.072] g[2.700,3.601]\n",
            "> 6095, dA[0.055,0.052] dB[0.011,0.009] g[3.630,3.759]\n",
            "> 6096, dA[0.074,0.029] dB[0.033,0.034] g[5.056,4.280]\n",
            "> 6097, dA[0.011,0.119] dB[0.020,0.016] g[3.639,3.901]\n",
            "> 6098, dA[0.029,0.039] dB[0.008,0.491] g[5.002,6.705]\n",
            "> 6099, dA[0.021,0.025] dB[0.370,0.022] g[6.290,6.930]\n",
            "> 6100, dA[0.055,0.015] dB[0.177,0.107] g[5.271,6.448]\n",
            "> 6101, dA[0.025,0.230] dB[0.013,0.044] g[4.433,5.471]\n",
            "> 6102, dA[0.011,0.029] dB[0.066,0.033] g[6.210,7.602]\n",
            "> 6103, dA[0.032,0.028] dB[0.018,0.080] g[3.982,3.807]\n",
            "> 6104, dA[0.019,0.008] dB[0.050,0.051] g[7.009,6.032]\n",
            "> 6105, dA[0.029,0.024] dB[0.023,0.028] g[4.668,5.304]\n",
            "> 6106, dA[0.017,0.011] dB[0.017,0.064] g[4.628,5.361]\n",
            "> 6107, dA[0.145,0.209] dB[0.023,0.026] g[3.701,3.586]\n",
            "> 6108, dA[0.030,0.011] dB[0.013,0.005] g[7.642,7.403]\n",
            "> 6109, dA[0.004,0.015] dB[0.185,0.126] g[6.956,7.586]\n",
            "> 6110, dA[0.064,0.018] dB[0.019,0.054] g[3.418,3.979]\n",
            "> 6111, dA[0.014,0.020] dB[0.029,0.015] g[3.637,3.901]\n",
            "> 6112, dA[0.005,0.031] dB[0.064,0.068] g[4.027,3.806]\n",
            "> 6113, dA[0.172,0.016] dB[0.013,0.057] g[2.879,3.319]\n",
            "> 6114, dA[0.027,0.028] dB[0.010,0.026] g[10.067,8.527]\n",
            "> 6115, dA[0.012,0.031] dB[0.014,0.035] g[7.985,8.384]\n",
            "> 6116, dA[0.009,0.007] dB[0.359,0.017] g[5.523,6.972]\n",
            "> 6117, dA[0.058,0.013] dB[0.033,0.188] g[3.245,3.772]\n",
            "> 6118, dA[0.006,0.005] dB[0.048,0.025] g[4.496,5.798]\n",
            "> 6119, dA[0.012,0.051] dB[0.038,0.074] g[3.492,4.014]\n",
            "> 6120, dA[0.015,0.022] dB[0.031,0.019] g[4.513,5.358]\n",
            "> 6121, dA[0.013,0.012] dB[0.258,0.026] g[3.675,4.384]\n",
            "> 6122, dA[0.006,0.008] dB[0.020,0.064] g[4.500,5.106]\n",
            "> 6123, dA[0.023,0.008] dB[0.006,0.023] g[3.226,4.141]\n",
            "> 6124, dA[0.016,0.028] dB[0.031,0.108] g[3.357,3.710]\n",
            "> 6125, dA[0.010,0.015] dB[0.011,0.023] g[6.580,6.898]\n",
            "> 6126, dA[0.048,0.043] dB[0.034,0.006] g[3.018,3.169]\n",
            "> 6127, dA[0.008,0.017] dB[0.165,0.105] g[6.174,6.667]\n",
            "> 6128, dA[0.010,0.019] dB[0.055,0.023] g[3.391,3.774]\n",
            "> 6129, dA[0.024,0.012] dB[0.032,0.194] g[4.279,5.525]\n",
            "> 6130, dA[0.109,0.040] dB[0.391,0.113] g[5.329,4.817]\n",
            "> 6131, dA[0.081,0.066] dB[0.052,0.053] g[4.303,4.234]\n",
            "> 6132, dA[0.007,0.013] dB[0.174,0.066] g[4.155,4.738]\n",
            "> 6133, dA[0.063,0.103] dB[0.013,0.089] g[3.705,3.647]\n",
            "> 6134, dA[0.019,0.030] dB[0.024,0.023] g[3.913,5.057]\n",
            "> 6135, dA[0.013,0.015] dB[0.015,0.041] g[5.326,5.326]\n",
            "> 6136, dA[0.056,0.183] dB[0.171,0.140] g[3.032,3.156]\n",
            "> 6137, dA[0.018,0.023] dB[0.007,0.023] g[4.188,4.161]\n",
            "> 6138, dA[0.004,0.054] dB[0.177,0.040] g[5.574,5.929]\n",
            "> 6139, dA[0.050,0.048] dB[0.015,0.097] g[3.615,5.239]\n",
            "> 6140, dA[0.118,0.119] dB[0.016,0.119] g[5.981,5.373]\n",
            "> 6141, dA[0.042,0.037] dB[0.006,0.017] g[6.113,6.068]\n",
            "> 6142, dA[0.013,0.015] dB[0.024,0.022] g[6.757,5.690]\n",
            "> 6143, dA[0.009,0.007] dB[0.022,0.023] g[5.359,5.551]\n",
            "> 6144, dA[0.042,0.032] dB[0.017,0.018] g[9.171,8.221]\n",
            "> 6145, dA[0.014,0.014] dB[0.021,0.055] g[4.289,5.677]\n",
            "> 6146, dA[0.138,0.019] dB[0.271,0.084] g[3.588,4.059]\n",
            "> 6147, dA[0.021,0.709] dB[0.012,0.085] g[3.925,3.672]\n",
            "> 6148, dA[0.116,0.019] dB[0.035,0.014] g[5.009,5.704]\n",
            "> 6149, dA[0.155,0.019] dB[0.029,0.048] g[4.254,5.478]\n",
            "> 6150, dA[0.019,0.017] dB[0.144,0.017] g[8.137,7.791]\n",
            "> 6151, dA[0.007,0.205] dB[0.076,0.110] g[3.632,3.942]\n",
            "> 6152, dA[0.601,0.030] dB[0.031,0.080] g[4.135,4.891]\n",
            "> 6153, dA[0.054,0.028] dB[0.325,0.059] g[4.490,4.659]\n",
            "> 6154, dA[0.132,0.048] dB[0.027,0.039] g[3.972,4.571]\n",
            "> 6155, dA[0.024,0.029] dB[0.080,0.010] g[4.922,5.760]\n",
            "> 6156, dA[0.161,0.042] dB[0.051,0.044] g[3.894,4.293]\n",
            "> 6157, dA[0.047,0.201] dB[0.013,0.011] g[3.969,3.275]\n",
            "> 6158, dA[0.113,0.020] dB[0.018,0.015] g[7.736,6.668]\n",
            "> 6159, dA[0.072,0.040] dB[0.008,0.014] g[11.338,8.432]\n",
            "> 6160, dA[0.012,0.020] dB[0.011,0.039] g[5.935,5.206]\n",
            "> 6161, dA[0.035,0.010] dB[0.030,0.011] g[8.766,8.108]\n",
            "> 6162, dA[0.055,0.012] dB[0.084,0.100] g[3.253,4.326]\n",
            "> 6163, dA[0.029,0.054] dB[0.007,0.005] g[3.126,3.791]\n",
            "> 6164, dA[0.008,0.029] dB[0.088,0.114] g[3.568,3.917]\n",
            "> 6165, dA[0.023,0.021] dB[0.005,0.014] g[4.029,4.591]\n",
            "> 6166, dA[0.079,0.016] dB[0.007,0.023] g[4.786,4.960]\n",
            "> 6167, dA[0.015,0.103] dB[0.150,0.017] g[3.782,3.811]\n",
            "> 6168, dA[0.290,0.031] dB[0.140,0.143] g[3.043,3.068]\n",
            "> 6169, dA[0.025,0.074] dB[0.027,0.019] g[3.833,3.663]\n",
            "> 6170, dA[0.019,0.025] dB[0.031,0.028] g[3.818,4.252]\n",
            "> 6171, dA[0.133,0.019] dB[0.013,0.143] g[2.969,3.529]\n",
            "> 6172, dA[0.072,0.554] dB[0.025,0.031] g[4.077,3.451]\n",
            "> 6173, dA[0.022,0.014] dB[0.208,0.044] g[3.475,3.361]\n",
            "> 6174, dA[0.325,0.031] dB[0.012,0.057] g[3.510,4.890]\n",
            "> 6175, dA[0.025,0.248] dB[0.038,0.056] g[4.481,5.490]\n",
            "> 6176, dA[0.044,0.030] dB[0.244,0.073] g[5.466,7.289]\n",
            "> 6177, dA[0.151,0.088] dB[0.049,0.048] g[3.981,4.898]\n",
            "> 6178, dA[0.011,0.091] dB[0.045,0.013] g[4.903,4.303]\n",
            "> 6179, dA[0.016,0.008] dB[0.018,0.051] g[2.608,3.487]\n",
            "> 6180, dA[0.101,0.082] dB[0.139,0.032] g[4.133,3.884]\n",
            "> 6181, dA[0.004,0.034] dB[0.012,0.046] g[2.851,3.033]\n",
            "> 6182, dA[0.010,0.019] dB[0.169,0.076] g[4.081,4.117]\n",
            "> 6183, dA[0.252,0.015] dB[0.024,0.184] g[3.060,4.201]\n",
            "> 6184, dA[0.016,0.141] dB[0.015,0.024] g[3.513,3.627]\n",
            "> 6185, dA[0.008,0.013] dB[0.015,0.018] g[7.419,5.493]\n",
            "> 6186, dA[0.026,0.024] dB[0.048,0.122] g[3.117,4.290]\n",
            "> 6187, dA[0.071,0.029] dB[0.139,0.027] g[3.492,4.517]\n",
            "> 6188, dA[0.042,0.181] dB[0.086,0.078] g[4.089,4.582]\n",
            "> 6189, dA[0.024,0.008] dB[0.015,0.039] g[3.738,5.422]\n",
            "> 6190, dA[0.071,0.034] dB[0.018,0.156] g[3.288,4.276]\n",
            "> 6191, dA[0.003,0.011] dB[0.115,0.027] g[3.778,4.474]\n",
            "> 6192, dA[0.090,0.027] dB[0.019,0.132] g[4.359,4.936]\n",
            "> 6193, dA[0.017,0.030] dB[0.011,0.018] g[6.696,6.287]\n",
            "> 6194, dA[0.148,0.190] dB[0.112,0.054] g[6.118,4.939]\n",
            "> 6195, dA[0.041,0.125] dB[0.047,0.207] g[2.734,2.767]\n",
            "> 6196, dA[0.017,0.067] dB[0.028,0.038] g[3.350,3.741]\n",
            "> 6197, dA[0.047,0.052] dB[0.027,0.030] g[4.886,5.678]\n",
            "> 6198, dA[0.034,0.082] dB[0.014,0.060] g[3.887,5.191]\n",
            "> 6199, dA[0.192,0.043] dB[0.018,0.033] g[4.374,4.398]\n",
            "> 6200, dA[0.045,0.025] dB[0.069,0.070] g[6.490,7.273]\n",
            "> 6201, dA[0.008,0.033] dB[0.021,0.034] g[4.481,4.997]\n",
            "> 6202, dA[0.057,0.013] dB[0.012,0.021] g[4.824,4.535]\n",
            "> 6203, dA[0.011,0.044] dB[0.240,0.058] g[4.746,4.851]\n",
            "> 6204, dA[0.010,0.018] dB[0.010,0.068] g[3.502,4.645]\n",
            "> 6205, dA[0.378,0.048] dB[0.013,0.024] g[4.383,5.381]\n",
            "> 6206, dA[0.006,0.035] dB[0.012,0.014] g[6.947,5.977]\n",
            "> 6207, dA[0.048,0.011] dB[0.010,0.039] g[6.038,5.402]\n",
            "> 6208, dA[0.053,0.009] dB[0.035,0.011] g[3.335,3.948]\n",
            "> 6209, dA[0.018,0.092] dB[0.020,0.041] g[3.948,3.958]\n",
            "> 6210, dA[0.017,0.013] dB[0.079,0.037] g[3.630,3.193]\n",
            "> 6211, dA[0.045,0.064] dB[0.074,0.144] g[4.973,5.668]\n",
            "> 6212, dA[0.015,0.016] dB[0.013,0.015] g[3.621,4.112]\n",
            "> 6213, dA[0.123,0.055] dB[0.010,0.016] g[8.324,6.973]\n",
            "> 6214, dA[0.018,0.163] dB[0.631,0.049] g[4.269,3.366]\n",
            "> 6215, dA[0.193,0.126] dB[0.097,0.087] g[4.721,4.765]\n",
            "> 6216, dA[0.114,0.013] dB[0.092,0.024] g[5.341,5.981]\n",
            "> 6217, dA[0.032,0.012] dB[0.016,0.140] g[5.993,6.294]\n",
            "> 6218, dA[0.076,0.043] dB[0.019,0.011] g[2.867,3.266]\n",
            "> 6219, dA[0.020,0.017] dB[0.043,0.044] g[6.791,8.089]\n",
            "> 6220, dA[0.059,0.041] dB[0.025,0.032] g[7.329,6.866]\n",
            "> 6221, dA[0.053,0.012] dB[0.146,0.088] g[4.011,4.610]\n",
            "> 6222, dA[0.019,0.024] dB[0.144,0.167] g[3.672,3.892]\n",
            "> 6223, dA[0.027,0.029] dB[0.075,0.050] g[8.248,7.590]\n",
            "> 6224, dA[0.232,0.018] dB[0.036,0.048] g[5.431,4.438]\n",
            "> 6225, dA[0.080,0.273] dB[0.019,0.068] g[6.900,5.541]\n",
            "> 6226, dA[0.055,0.031] dB[0.202,0.103] g[2.820,2.816]\n",
            "> 6227, dA[0.006,0.019] dB[0.032,0.060] g[4.238,4.657]\n",
            "> 6228, dA[0.021,0.016] dB[0.008,0.023] g[10.951,10.768]\n",
            "> 6229, dA[0.012,0.024] dB[0.021,0.092] g[5.351,5.600]\n",
            "> 6230, dA[0.017,0.202] dB[0.035,0.064] g[5.464,4.466]\n",
            "> 6231, dA[0.052,0.023] dB[0.015,0.044] g[4.097,5.477]\n",
            "> 6232, dA[0.151,0.011] dB[0.084,0.037] g[3.999,4.509]\n",
            "> 6233, dA[0.028,0.042] dB[0.009,0.026] g[4.645,4.558]\n",
            "> 6234, dA[0.034,0.009] dB[0.022,0.008] g[3.250,3.441]\n",
            "> 6235, dA[0.023,0.145] dB[0.180,0.067] g[4.479,4.341]\n",
            "> 6236, dA[0.020,0.195] dB[0.102,0.016] g[6.407,7.296]\n",
            "> 6237, dA[0.088,0.017] dB[0.062,0.077] g[3.994,5.665]\n",
            "> 6238, dA[0.129,0.027] dB[0.133,0.071] g[3.540,4.944]\n",
            "> 6239, dA[0.014,0.016] dB[0.020,0.033] g[2.961,3.315]\n",
            "> 6240, dA[0.030,0.063] dB[0.014,0.293] g[3.109,3.306]\n",
            "> 6241, dA[0.008,0.027] dB[0.086,0.017] g[5.078,4.563]\n",
            "> 6242, dA[0.012,0.012] dB[0.008,0.060] g[6.091,7.181]\n",
            "> 6243, dA[0.057,0.070] dB[0.006,0.024] g[6.946,6.322]\n",
            "> 6244, dA[0.015,0.024] dB[0.039,0.009] g[5.136,4.223]\n",
            "> 6245, dA[0.016,0.012] dB[0.063,0.045] g[6.133,7.160]\n",
            "> 6246, dA[0.012,0.008] dB[0.025,0.035] g[4.371,5.612]\n",
            "> 6247, dA[0.029,0.007] dB[0.081,0.077] g[3.809,6.212]\n",
            "> 6248, dA[0.004,0.009] dB[0.019,0.010] g[5.335,5.134]\n",
            "> 6249, dA[0.029,0.061] dB[0.026,0.028] g[3.214,3.702]\n",
            "> 6250, dA[0.003,0.005] dB[0.015,0.043] g[4.353,4.817]\n",
            "> 6251, dA[0.019,0.133] dB[0.013,0.096] g[4.533,4.032]\n",
            "> 6252, dA[0.464,0.027] dB[0.124,0.168] g[3.513,4.111]\n",
            "> 6253, dA[0.054,0.190] dB[0.077,0.029] g[3.747,3.855]\n",
            "> 6254, dA[0.013,0.014] dB[0.068,0.178] g[3.982,5.779]\n",
            "> 6255, dA[0.050,0.028] dB[0.012,0.065] g[6.361,8.139]\n",
            "> 6256, dA[0.100,0.042] dB[0.005,0.023] g[4.769,4.003]\n",
            "> 6257, dA[0.103,0.067] dB[0.188,0.033] g[3.618,2.967]\n",
            "> 6258, dA[0.011,0.056] dB[0.037,0.012] g[5.705,5.163]\n",
            "> 6259, dA[0.009,0.048] dB[0.073,0.100] g[3.953,3.859]\n",
            "> 6260, dA[0.021,0.010] dB[0.096,0.153] g[4.895,6.923]\n",
            "> 6261, dA[0.503,0.064] dB[0.112,0.019] g[3.297,4.187]\n",
            "> 6262, dA[0.042,0.066] dB[0.038,0.026] g[5.911,6.492]\n",
            "> 6263, dA[0.007,0.028] dB[0.005,0.031] g[6.866,7.928]\n",
            "> 6264, dA[0.021,0.057] dB[0.181,0.079] g[3.822,4.425]\n",
            "> 6265, dA[0.017,0.035] dB[0.026,0.166] g[4.167,4.422]\n",
            "> 6266, dA[0.015,0.011] dB[0.035,0.011] g[4.327,5.550]\n",
            "> 6267, dA[0.214,0.107] dB[0.043,0.025] g[3.161,3.433]\n",
            "> 6268, dA[0.012,0.041] dB[0.039,0.047] g[3.467,3.526]\n",
            "> 6269, dA[0.019,0.026] dB[0.027,0.103] g[4.268,5.383]\n",
            "> 6270, dA[0.170,0.018] dB[0.023,0.026] g[5.626,5.916]\n",
            "> 6271, dA[0.026,0.021] dB[0.035,0.013] g[7.420,7.458]\n",
            "> 6272, dA[0.051,0.211] dB[0.119,0.022] g[3.303,2.863]\n",
            "> 6273, dA[0.148,0.105] dB[0.167,0.165] g[4.012,4.305]\n",
            "> 6274, dA[0.034,0.011] dB[0.013,0.049] g[5.939,5.062]\n",
            "> 6275, dA[0.009,0.093] dB[0.125,0.134] g[5.228,4.404]\n",
            "> 6276, dA[0.013,0.034] dB[0.060,0.024] g[4.706,6.255]\n",
            "> 6277, dA[0.062,0.014] dB[0.229,0.155] g[3.051,3.792]\n",
            "> 6278, dA[0.063,0.096] dB[0.021,0.054] g[6.346,6.831]\n",
            "> 6279, dA[0.016,0.015] dB[0.044,0.015] g[3.692,3.745]\n",
            "> 6280, dA[0.008,0.014] dB[0.015,0.078] g[3.374,3.733]\n",
            "> 6281, dA[0.029,0.008] dB[0.075,0.056] g[5.840,6.710]\n",
            "> 6282, dA[0.052,0.068] dB[0.011,0.009] g[4.340,4.367]\n",
            "> 6283, dA[0.028,0.014] dB[0.009,0.016] g[5.464,5.227]\n",
            "> 6284, dA[0.025,0.021] dB[0.189,0.114] g[4.466,4.749]\n",
            "> 6285, dA[0.139,0.021] dB[0.053,0.119] g[3.093,4.041]\n",
            "> 6286, dA[0.029,0.135] dB[0.008,0.034] g[3.310,3.604]\n",
            "> 6287, dA[0.025,0.159] dB[0.354,0.040] g[4.716,3.954]\n",
            "> 6288, dA[0.040,0.022] dB[0.041,0.073] g[3.581,4.284]\n",
            "> 6289, dA[0.054,0.045] dB[0.046,0.044] g[4.226,4.705]\n",
            "> 6290, dA[0.036,0.035] dB[0.032,0.101] g[6.460,6.509]\n",
            "> 6291, dA[0.070,0.072] dB[0.145,0.033] g[3.905,3.269]\n",
            "> 6292, dA[0.075,0.013] dB[0.025,0.015] g[6.483,5.615]\n",
            "> 6293, dA[0.024,0.020] dB[0.027,0.019] g[7.873,9.877]\n",
            "> 6294, dA[0.274,0.021] dB[0.112,0.067] g[3.791,4.345]\n",
            "> 6295, dA[0.020,0.019] dB[0.021,0.015] g[3.781,3.933]\n",
            "> 6296, dA[0.007,0.006] dB[0.014,0.030] g[6.633,6.721]\n",
            "> 6297, dA[0.010,0.035] dB[0.013,0.041] g[4.879,6.395]\n",
            "> 6298, dA[0.006,0.027] dB[0.040,0.021] g[4.653,5.687]\n",
            "> 6299, dA[0.033,0.087] dB[0.098,0.112] g[3.525,3.911]\n",
            "> 6300, dA[0.032,0.034] dB[0.014,0.026] g[4.117,5.514]\n",
            "> 6301, dA[0.014,0.016] dB[0.061,0.022] g[4.661,5.386]\n",
            "> 6302, dA[0.024,0.005] dB[0.048,0.061] g[4.370,5.275]\n",
            "> 6303, dA[0.040,0.079] dB[0.011,0.016] g[3.365,3.521]\n",
            "> 6304, dA[0.030,0.015] dB[0.034,0.013] g[3.977,4.926]\n",
            "> 6305, dA[0.008,0.006] dB[0.026,0.080] g[4.161,4.955]\n",
            "> 6306, dA[0.013,0.016] dB[0.030,0.007] g[4.959,5.386]\n",
            "> 6307, dA[0.034,0.125] dB[0.041,0.215] g[2.251,3.011]\n",
            "> 6308, dA[0.013,0.008] dB[0.302,0.044] g[4.520,6.062]\n",
            "> 6309, dA[0.592,0.128] dB[0.056,0.265] g[5.643,5.927]\n",
            "> 6310, dA[0.069,0.017] dB[0.025,0.048] g[8.066,7.200]\n",
            "> 6311, dA[0.017,0.091] dB[0.328,0.020] g[6.351,6.199]\n",
            "> 6312, dA[0.078,0.013] dB[0.031,0.046] g[5.096,5.976]\n",
            "> 6313, dA[0.010,0.022] dB[0.046,0.163] g[4.742,5.706]\n",
            "> 6314, dA[0.022,0.053] dB[0.036,0.021] g[3.492,3.831]\n",
            "> 6315, dA[0.010,0.013] dB[0.021,0.025] g[5.213,5.257]\n",
            "> 6316, dA[0.080,0.024] dB[0.032,0.097] g[4.097,4.920]\n",
            "> 6317, dA[0.012,0.093] dB[0.172,0.015] g[5.005,5.580]\n",
            "> 6318, dA[0.010,0.041] dB[0.009,0.018] g[6.495,6.098]\n",
            "> 6319, dA[0.165,0.090] dB[0.070,0.048] g[3.584,4.540]\n",
            "> 6320, dA[0.015,0.018] dB[0.013,0.039] g[3.922,4.767]\n",
            "> 6321, dA[0.013,0.029] dB[0.013,0.019] g[5.649,5.828]\n",
            "> 6322, dA[0.006,0.016] dB[0.008,0.024] g[9.880,10.480]\n",
            "> 6323, dA[0.116,0.061] dB[0.029,0.030] g[6.917,6.564]\n",
            "> 6324, dA[0.004,0.032] dB[0.331,0.107] g[3.679,3.468]\n",
            "> 6325, dA[0.007,0.012] dB[0.008,0.063] g[3.350,4.197]\n",
            "> 6326, dA[0.016,0.012] dB[0.027,0.069] g[3.761,4.324]\n",
            "> 6327, dA[0.025,0.025] dB[0.074,0.020] g[3.353,3.652]\n",
            "> 6328, dA[0.011,0.065] dB[0.019,0.051] g[4.572,5.694]\n",
            "> 6329, dA[0.008,0.007] dB[0.121,0.061] g[4.548,5.445]\n",
            "> 6330, dA[0.400,0.042] dB[0.041,0.102] g[3.851,4.841]\n",
            "> 6331, dA[0.034,0.046] dB[0.215,0.021] g[4.258,3.748]\n",
            "> 6332, dA[0.023,0.007] dB[0.089,0.182] g[4.422,5.556]\n",
            "> 6333, dA[0.010,0.112] dB[0.023,0.030] g[3.249,3.573]\n",
            "> 6334, dA[0.116,0.055] dB[0.148,0.053] g[2.925,3.181]\n",
            "> 6335, dA[0.074,0.011] dB[0.040,0.028] g[3.265,3.843]\n",
            "> 6336, dA[0.015,0.014] dB[0.013,0.026] g[5.477,6.546]\n",
            "> 6337, dA[0.009,0.019] dB[0.211,0.016] g[4.999,3.952]\n",
            "> 6338, dA[0.022,0.007] dB[0.078,0.015] g[7.860,8.528]\n",
            "> 6339, dA[0.012,0.017] dB[0.034,0.018] g[3.956,3.708]\n",
            "> 6340, dA[0.019,0.007] dB[0.007,0.072] g[3.423,3.800]\n",
            "> 6341, dA[0.214,0.081] dB[0.021,0.025] g[4.081,4.202]\n",
            "> 6342, dA[0.011,0.092] dB[0.120,0.161] g[4.134,4.800]\n",
            "> 6343, dA[0.010,0.016] dB[0.018,0.016] g[5.014,5.706]\n",
            "> 6344, dA[0.029,0.006] dB[0.019,0.013] g[9.207,7.987]\n",
            "> 6345, dA[0.012,0.027] dB[0.026,0.028] g[3.020,3.373]\n",
            "> 6346, dA[0.140,0.028] dB[0.032,0.014] g[4.664,4.591]\n",
            "> 6347, dA[0.071,0.100] dB[0.012,0.013] g[4.423,4.778]\n",
            "> 6348, dA[0.011,0.079] dB[0.021,0.022] g[4.328,5.213]\n",
            "> 6349, dA[0.005,0.021] dB[0.029,0.013] g[3.914,4.037]\n",
            "> 6350, dA[0.018,0.027] dB[0.028,0.047] g[3.683,4.459]\n",
            "> 6351, dA[0.010,0.012] dB[0.024,0.010] g[6.191,5.725]\n",
            "> 6352, dA[0.008,0.024] dB[0.007,0.018] g[3.348,4.021]\n",
            "> 6353, dA[0.039,0.011] dB[0.004,0.050] g[5.189,4.140]\n",
            "> 6354, dA[0.053,0.009] dB[0.284,0.047] g[3.829,4.448]\n",
            "> 6355, dA[0.005,0.028] dB[0.007,0.034] g[7.363,8.072]\n",
            "> 6356, dA[0.029,0.129] dB[0.006,0.070] g[6.023,5.512]\n",
            "> 6357, dA[0.015,0.027] dB[0.133,0.061] g[4.292,3.956]\n",
            "> 6358, dA[0.013,0.024] dB[0.150,0.111] g[4.004,5.375]\n",
            "> 6359, dA[0.003,0.011] dB[0.112,0.155] g[4.145,5.182]\n",
            "> 6360, dA[0.019,0.011] dB[0.247,0.059] g[4.478,5.719]\n",
            "> 6361, dA[0.006,0.008] dB[0.037,0.095] g[3.167,3.942]\n",
            "> 6362, dA[0.024,0.014] dB[0.039,0.039] g[7.892,6.768]\n",
            "> 6363, dA[0.011,0.011] dB[0.028,0.039] g[5.919,5.478]\n",
            "> 6364, dA[0.006,0.007] dB[0.026,0.050] g[3.964,4.341]\n",
            "> 6365, dA[0.012,0.009] dB[0.025,0.021] g[6.998,6.192]\n",
            "> 6366, dA[0.011,0.022] dB[0.151,0.118] g[5.618,4.697]\n",
            "> 6367, dA[0.014,0.013] dB[0.062,0.143] g[3.487,4.421]\n",
            "> 6368, dA[0.073,0.108] dB[0.041,0.024] g[4.908,3.951]\n",
            "> 6369, dA[0.022,0.013] dB[0.061,0.044] g[3.493,3.766]\n",
            "> 6370, dA[0.051,0.010] dB[0.013,0.024] g[3.655,4.053]\n",
            "> 6371, dA[0.013,0.009] dB[0.021,0.017] g[3.688,4.031]\n",
            "> 6372, dA[0.018,0.012] dB[0.019,0.047] g[4.187,4.140]\n",
            "> 6373, dA[0.061,0.107] dB[0.235,0.021] g[3.610,3.306]\n",
            "> 6374, dA[0.234,0.022] dB[0.028,0.007] g[3.105,3.341]\n",
            "> 6375, dA[0.085,0.149] dB[0.016,0.044] g[3.061,3.436]\n",
            "> 6376, dA[0.016,0.197] dB[0.047,0.063] g[4.400,4.091]\n",
            "> 6377, dA[0.024,0.066] dB[0.014,0.014] g[5.960,6.407]\n",
            "> 6378, dA[0.010,0.009] dB[0.032,0.027] g[5.512,6.332]\n",
            "> 6379, dA[0.060,0.046] dB[0.074,0.043] g[3.159,3.343]\n",
            "> 6380, dA[0.010,0.032] dB[0.050,0.017] g[4.036,4.857]\n",
            "> 6381, dA[0.025,0.017] dB[0.020,0.020] g[3.025,3.103]\n",
            "> 6382, dA[0.026,0.240] dB[0.052,0.073] g[3.586,3.486]\n",
            "> 6383, dA[0.094,0.021] dB[0.076,0.045] g[5.516,6.798]\n",
            "> 6384, dA[0.043,0.042] dB[0.081,0.047] g[5.825,7.017]\n",
            "> 6385, dA[0.161,0.088] dB[0.012,0.016] g[3.275,3.665]\n",
            "> 6386, dA[0.018,0.046] dB[0.014,0.065] g[5.297,4.651]\n",
            "> 6387, dA[0.278,0.033] dB[0.011,0.010] g[7.853,7.014]\n",
            "> 6388, dA[0.076,0.038] dB[0.218,0.053] g[3.542,3.305]\n",
            "> 6389, dA[0.497,0.040] dB[0.030,0.109] g[2.836,3.635]\n",
            "> 6390, dA[0.067,0.282] dB[0.017,0.018] g[4.609,4.567]\n",
            "> 6391, dA[0.010,0.023] dB[0.090,0.063] g[5.745,5.660]\n",
            "> 6392, dA[0.023,0.017] dB[0.087,0.030] g[3.203,4.176]\n",
            "> 6393, dA[0.047,0.024] dB[0.029,0.025] g[4.923,7.012]\n",
            "> 6394, dA[0.112,0.023] dB[0.069,0.027] g[2.729,3.710]\n",
            "> 6395, dA[0.056,0.017] dB[0.020,0.067] g[4.284,5.339]\n",
            "> 6396, dA[0.095,0.081] dB[0.024,0.055] g[4.648,4.672]\n",
            "> 6397, dA[0.068,0.063] dB[0.147,0.013] g[3.344,3.210]\n",
            "> 6398, dA[0.017,0.063] dB[0.079,0.081] g[6.851,5.946]\n",
            "> 6399, dA[0.024,0.021] dB[0.023,0.012] g[2.732,3.882]\n",
            "> 6400, dA[0.048,0.011] dB[0.035,0.041] g[3.378,4.139]\n",
            "> 6401, dA[0.022,0.015] dB[0.011,0.019] g[3.552,3.089]\n",
            "> 6402, dA[0.020,0.010] dB[0.042,0.088] g[4.295,4.047]\n",
            "> 6403, dA[0.034,0.103] dB[0.083,0.028] g[4.341,4.000]\n",
            "> 6404, dA[0.011,0.014] dB[0.020,0.015] g[4.266,3.718]\n",
            "> 6405, dA[0.025,0.024] dB[0.092,0.017] g[4.492,6.014]\n",
            "> 6406, dA[0.098,0.080] dB[0.033,0.029] g[4.288,4.060]\n",
            "> 6407, dA[0.022,0.031] dB[0.012,0.028] g[4.350,5.593]\n",
            "> 6408, dA[0.027,0.010] dB[0.014,0.070] g[3.050,3.855]\n",
            "> 6409, dA[0.005,0.013] dB[0.014,0.115] g[13.597,10.631]\n",
            "> 6410, dA[0.066,0.016] dB[0.016,0.178] g[5.376,5.248]\n",
            "> 6411, dA[0.011,0.004] dB[0.005,0.074] g[6.081,5.945]\n",
            "> 6412, dA[0.015,0.066] dB[0.219,0.032] g[2.978,2.880]\n",
            "> 6413, dA[0.121,0.020] dB[0.016,0.060] g[3.263,3.652]\n",
            "> 6414, dA[0.031,0.007] dB[0.061,0.125] g[4.408,5.491]\n",
            "> 6415, dA[0.035,0.048] dB[0.134,0.073] g[3.421,4.364]\n",
            "> 6416, dA[0.012,0.086] dB[0.032,0.020] g[5.095,4.718]\n",
            "> 6417, dA[0.031,0.049] dB[0.022,0.040] g[4.679,6.170]\n",
            "> 6418, dA[0.166,0.012] dB[0.039,0.014] g[4.245,5.019]\n",
            "> 6419, dA[0.116,0.045] dB[0.130,0.014] g[5.782,6.600]\n",
            "> 6420, dA[0.070,0.064] dB[0.064,0.024] g[4.079,4.909]\n",
            "> 6421, dA[0.008,0.017] dB[0.018,0.031] g[3.149,3.948]\n",
            "> 6422, dA[0.166,0.012] dB[0.013,0.038] g[3.250,4.106]\n",
            "> 6423, dA[0.037,0.088] dB[0.012,0.007] g[6.207,5.631]\n",
            "> 6424, dA[0.034,0.083] dB[0.294,0.020] g[4.167,3.759]\n",
            "> 6425, dA[0.081,0.014] dB[0.016,0.209] g[3.690,5.227]\n",
            "> 6426, dA[0.057,0.033] dB[0.019,0.031] g[5.706,6.361]\n",
            "> 6427, dA[0.018,0.029] dB[0.032,0.017] g[5.701,6.473]\n",
            "> 6428, dA[0.012,0.037] dB[0.009,0.015] g[6.502,6.969]\n",
            "> 6429, dA[0.016,0.023] dB[0.322,0.189] g[5.648,6.602]\n",
            "> 6430, dA[0.164,0.033] dB[0.140,0.074] g[3.888,4.410]\n",
            "> 6431, dA[0.011,0.186] dB[0.037,0.020] g[3.114,3.179]\n",
            "> 6432, dA[0.048,0.055] dB[0.048,0.092] g[4.809,6.176]\n",
            "> 6433, dA[0.367,0.055] dB[0.090,0.068] g[4.123,4.615]\n",
            "> 6434, dA[0.083,0.088] dB[0.080,0.030] g[3.735,3.990]\n",
            "> 6435, dA[0.015,0.034] dB[0.018,0.035] g[3.136,4.124]\n",
            "> 6436, dA[0.179,0.051] dB[0.039,0.065] g[5.079,5.762]\n",
            "> 6437, dA[0.029,0.122] dB[0.353,0.042] g[3.766,3.044]\n",
            "> 6438, dA[0.077,0.018] dB[0.030,0.014] g[4.800,4.674]\n",
            "> 6439, dA[0.025,0.111] dB[0.075,0.102] g[4.666,6.678]\n",
            "> 6440, dA[0.032,0.078] dB[0.011,0.018] g[7.375,8.990]\n",
            "> 6441, dA[0.268,0.095] dB[0.058,0.075] g[3.252,4.205]\n",
            "> 6442, dA[0.027,0.073] dB[0.073,0.014] g[3.737,3.349]\n",
            "> 6443, dA[0.012,0.012] dB[0.062,0.346] g[4.630,5.946]\n",
            "> 6444, dA[0.165,0.070] dB[0.113,0.051] g[3.449,4.014]\n",
            "> 6445, dA[0.022,0.089] dB[0.072,0.013] g[5.521,5.944]\n",
            "> 6446, dA[0.022,0.031] dB[0.011,0.070] g[4.550,5.765]\n",
            "> 6447, dA[0.150,0.011] dB[0.054,0.024] g[4.481,4.890]\n",
            "> 6448, dA[0.011,0.174] dB[0.022,0.050] g[4.132,3.574]\n",
            "> 6449, dA[0.081,0.014] dB[0.008,0.024] g[6.430,6.851]\n",
            "> 6450, dA[0.013,0.161] dB[0.026,0.058] g[4.657,5.755]\n",
            "> 6451, dA[0.015,0.046] dB[0.283,0.039] g[4.427,5.270]\n",
            "> 6452, dA[0.109,0.020] dB[0.014,0.298] g[2.156,3.416]\n",
            "> 6453, dA[0.009,0.015] dB[0.019,0.010] g[4.693,5.444]\n",
            "> 6454, dA[0.026,0.040] dB[0.156,0.052] g[4.435,5.956]\n",
            "> 6455, dA[0.047,0.075] dB[0.124,0.030] g[4.582,4.176]\n",
            "> 6456, dA[0.049,0.015] dB[0.184,0.049] g[3.033,3.718]\n",
            "> 6457, dA[0.029,0.013] dB[0.022,0.201] g[3.826,5.699]\n",
            "> 6458, dA[0.042,0.013] dB[0.013,0.039] g[4.183,5.099]\n",
            "> 6459, dA[0.171,0.072] dB[0.051,0.094] g[2.957,3.579]\n",
            "> 6460, dA[0.048,0.080] dB[0.164,0.012] g[3.172,3.325]\n",
            "> 6461, dA[0.022,0.014] dB[0.035,0.043] g[4.252,4.676]\n",
            "> 6462, dA[0.014,0.012] dB[0.035,0.034] g[3.593,3.356]\n",
            "> 6463, dA[0.028,0.050] dB[0.013,0.020] g[2.968,3.503]\n",
            "> 6464, dA[0.005,0.024] dB[0.033,0.030] g[5.291,5.212]\n",
            "> 6465, dA[0.018,0.017] dB[0.056,0.057] g[4.446,5.810]\n",
            "> 6466, dA[0.019,0.070] dB[0.018,0.037] g[4.171,4.127]\n",
            "> 6467, dA[0.024,0.021] dB[0.014,0.061] g[6.358,7.382]\n",
            "> 6468, dA[0.009,0.007] dB[0.012,0.014] g[3.776,3.626]\n",
            "> 6469, dA[0.006,0.049] dB[0.022,0.007] g[4.483,4.607]\n",
            "> 6470, dA[0.019,0.062] dB[0.167,0.042] g[4.642,6.059]\n",
            "> 6471, dA[0.214,0.097] dB[0.008,0.067] g[3.616,5.003]\n",
            "> 6472, dA[0.040,0.022] dB[0.008,0.122] g[7.087,6.956]\n",
            "> 6473, dA[0.017,0.015] dB[0.061,0.016] g[5.042,5.634]\n",
            "> 6474, dA[0.242,0.145] dB[0.137,0.098] g[3.515,3.528]\n",
            "> 6475, dA[0.015,0.048] dB[0.244,0.173] g[3.455,3.274]\n",
            "> 6476, dA[0.022,0.011] dB[0.033,0.011] g[3.095,3.433]\n",
            "> 6477, dA[0.022,0.010] dB[0.049,0.016] g[5.914,5.829]\n",
            "> 6478, dA[0.013,0.120] dB[0.089,0.024] g[3.031,3.185]\n",
            "> 6479, dA[0.129,0.119] dB[0.032,0.016] g[3.400,3.584]\n",
            "> 6480, dA[0.028,0.020] dB[0.012,0.211] g[2.362,3.281]\n",
            "> 6481, dA[0.011,0.008] dB[0.013,0.047] g[7.797,7.854]\n",
            "> 6482, dA[0.073,0.024] dB[0.053,0.017] g[4.654,4.443]\n",
            "> 6483, dA[0.032,0.016] dB[0.022,0.019] g[7.400,6.000]\n",
            "> 6484, dA[0.036,0.031] dB[0.039,0.008] g[5.839,6.599]\n",
            "> 6485, dA[0.106,0.109] dB[0.090,0.043] g[3.362,3.486]\n",
            "> 6486, dA[0.009,0.016] dB[0.047,0.046] g[5.950,5.506]\n",
            "> 6487, dA[0.011,0.023] dB[0.034,0.021] g[3.714,4.715]\n",
            "> 6488, dA[0.008,0.024] dB[0.010,0.027] g[3.387,3.802]\n",
            "> 6489, dA[0.011,0.008] dB[0.072,0.025] g[3.670,4.318]\n",
            "> 6490, dA[0.032,0.010] dB[0.081,0.024] g[3.748,4.834]\n",
            "> 6491, dA[0.080,0.011] dB[0.029,0.070] g[5.556,5.407]\n",
            "> 6492, dA[0.098,0.180] dB[0.027,0.041] g[5.654,5.203]\n",
            "> 6493, dA[0.013,0.030] dB[0.091,0.017] g[4.351,4.973]\n",
            "> 6494, dA[0.421,0.060] dB[0.145,0.251] g[3.828,3.923]\n",
            "> 6495, dA[0.122,0.094] dB[0.020,0.012] g[4.071,4.172]\n",
            "> 6496, dA[0.016,0.008] dB[0.076,0.051] g[6.858,6.541]\n",
            "> 6497, dA[0.043,0.028] dB[0.022,0.008] g[4.588,5.302]\n",
            "> 6498, dA[0.020,0.009] dB[0.123,0.125] g[3.347,4.121]\n",
            "> 6499, dA[0.050,0.029] dB[0.030,0.028] g[6.120,7.061]\n",
            "> 6500, dA[0.013,0.084] dB[0.014,0.023] g[5.614,6.348]\n",
            "> 6501, dA[0.025,0.007] dB[0.005,0.021] g[4.718,4.993]\n",
            "> 6502, dA[0.010,0.014] dB[0.011,0.023] g[8.351,8.143]\n",
            "> 6503, dA[0.006,0.062] dB[0.017,0.015] g[4.728,4.292]\n",
            "> 6504, dA[0.009,0.014] dB[0.017,0.016] g[4.494,4.968]\n",
            "> 6505, dA[0.035,0.047] dB[0.113,0.035] g[3.616,3.745]\n",
            "> 6506, dA[0.222,0.070] dB[0.034,0.152] g[3.105,3.811]\n",
            "> 6507, dA[0.059,0.007] dB[0.009,0.195] g[8.364,6.977]\n",
            "> 6508, dA[0.032,0.108] dB[0.426,0.045] g[3.578,3.671]\n",
            "> 6509, dA[0.023,0.052] dB[0.009,0.160] g[9.702,9.672]\n",
            "> 6510, dA[0.010,0.010] dB[0.012,0.023] g[3.924,5.327]\n",
            "> 6511, dA[0.008,0.068] dB[0.036,0.011] g[4.389,4.357]\n",
            "> 6512, dA[0.008,0.010] dB[0.013,0.137] g[3.556,4.020]\n",
            "> 6513, dA[0.048,0.006] dB[0.094,0.013] g[7.544,7.873]\n",
            "> 6514, dA[0.028,0.065] dB[0.098,0.061] g[5.289,5.926]\n",
            "> 6515, dA[0.019,0.019] dB[0.093,0.026] g[5.804,5.426]\n",
            "> 6516, dA[0.024,0.041] dB[0.059,0.208] g[6.439,7.166]\n",
            "> 6517, dA[0.031,0.009] dB[0.032,0.026] g[7.537,8.160]\n",
            "> 6518, dA[0.014,0.009] dB[0.088,0.052] g[4.189,4.780]\n",
            "> 6519, dA[0.019,0.020] dB[0.329,0.107] g[4.170,3.588]\n",
            "> 6520, dA[0.004,0.014] dB[0.057,0.257] g[8.784,8.282]\n",
            "> 6521, dA[0.299,0.015] dB[0.291,0.127] g[4.224,3.867]\n",
            "> 6522, dA[0.015,0.053] dB[0.040,0.062] g[5.267,5.318]\n",
            "> 6523, dA[0.019,0.073] dB[0.030,0.068] g[2.558,3.304]\n",
            "> 6524, dA[0.033,0.018] dB[0.025,0.094] g[3.906,4.604]\n",
            "> 6525, dA[0.012,0.020] dB[0.017,0.103] g[4.747,4.936]\n",
            "> 6526, dA[0.011,0.010] dB[0.048,0.011] g[5.905,7.650]\n",
            "> 6527, dA[0.015,0.038] dB[0.016,0.020] g[13.467,11.408]\n",
            "> 6528, dA[0.024,0.023] dB[0.250,0.185] g[3.858,3.678]\n",
            "> 6529, dA[0.008,0.055] dB[0.011,0.047] g[5.136,6.915]\n",
            "> 6530, dA[0.016,0.025] dB[0.198,0.075] g[4.262,4.901]\n",
            "> 6531, dA[0.009,0.009] dB[0.032,0.024] g[9.776,8.335]\n",
            "> 6532, dA[0.027,0.009] dB[0.202,0.086] g[4.390,4.799]\n",
            "> 6533, dA[0.034,0.155] dB[0.046,0.105] g[3.968,4.676]\n",
            "> 6534, dA[0.053,0.006] dB[0.023,0.017] g[3.247,3.549]\n",
            "> 6535, dA[0.014,0.008] dB[0.033,0.017] g[5.964,7.603]\n",
            "> 6536, dA[0.006,0.045] dB[0.042,0.019] g[5.036,5.471]\n",
            "> 6537, dA[0.010,0.016] dB[0.027,0.047] g[4.239,4.679]\n",
            "> 6538, dA[0.006,0.012] dB[0.017,0.016] g[4.029,4.712]\n",
            "> 6539, dA[0.007,0.018] dB[0.061,0.050] g[6.429,5.984]\n",
            "> 6540, dA[0.019,0.005] dB[0.018,0.063] g[3.959,4.824]\n",
            "> 6541, dA[0.010,0.021] dB[0.280,0.051] g[4.989,5.718]\n",
            "> 6542, dA[0.212,0.014] dB[0.069,0.042] g[3.301,4.455]\n",
            "> 6543, dA[0.021,0.016] dB[0.053,0.069] g[4.556,5.392]\n",
            "> 6544, dA[0.007,0.016] dB[0.013,0.012] g[2.991,3.673]\n",
            "> 6545, dA[0.004,0.016] dB[0.009,0.014] g[7.792,7.007]\n",
            "> 6546, dA[0.103,0.083] dB[0.016,0.011] g[6.338,5.807]\n",
            "> 6547, dA[0.016,0.026] dB[0.013,0.039] g[7.124,5.788]\n",
            "> 6548, dA[0.027,0.010] dB[0.024,0.034] g[4.538,5.094]\n",
            "> 6549, dA[0.195,0.130] dB[0.035,0.024] g[3.737,3.525]\n",
            "> 6550, dA[0.008,0.011] dB[0.084,0.025] g[2.937,3.066]\n",
            "> 6551, dA[0.012,0.013] dB[0.008,0.025] g[3.937,4.319]\n",
            "> 6552, dA[0.173,0.043] dB[0.007,0.026] g[3.602,3.949]\n",
            "> 6553, dA[0.029,0.204] dB[0.049,0.034] g[3.488,2.994]\n",
            "> 6554, dA[0.049,0.040] dB[0.004,0.057] g[4.039,5.376]\n",
            "> 6555, dA[0.017,0.029] dB[0.016,0.011] g[8.240,7.733]\n",
            "> 6556, dA[0.034,0.015] dB[0.010,0.012] g[4.334,4.130]\n",
            "> 6557, dA[0.272,0.168] dB[0.020,0.008] g[3.424,3.839]\n",
            "> 6558, dA[0.104,0.090] dB[0.008,0.013] g[6.712,6.939]\n",
            "> 6559, dA[0.055,0.040] dB[0.015,0.019] g[5.804,5.452]\n",
            "> 6560, dA[0.007,0.147] dB[0.038,0.068] g[3.471,3.221]\n",
            "> 6561, dA[0.117,0.043] dB[0.025,0.047] g[3.269,4.009]\n",
            "> 6562, dA[0.025,0.016] dB[0.192,0.029] g[2.810,3.638]\n",
            "> 6563, dA[0.017,0.039] dB[0.029,0.062] g[3.680,4.151]\n",
            "> 6564, dA[0.010,0.011] dB[0.024,0.079] g[4.540,5.587]\n",
            "> 6565, dA[0.024,0.011] dB[0.054,0.011] g[5.771,7.166]\n",
            "> 6566, dA[0.010,0.010] dB[0.065,0.019] g[4.589,4.246]\n",
            "> 6567, dA[0.100,0.133] dB[0.150,0.072] g[2.434,3.337]\n",
            "> 6568, dA[0.021,0.031] dB[0.033,0.115] g[3.661,4.928]\n",
            "> 6569, dA[0.069,0.026] dB[0.023,0.059] g[4.342,5.336]\n",
            "> 6570, dA[0.055,0.149] dB[0.290,0.017] g[4.858,4.755]\n",
            "> 6571, dA[0.064,0.056] dB[0.020,0.068] g[6.085,5.834]\n",
            "> 6572, dA[0.019,0.016] dB[0.008,0.011] g[3.721,4.404]\n",
            "> 6573, dA[0.010,0.132] dB[0.125,0.041] g[3.655,3.307]\n",
            "> 6574, dA[0.103,0.027] dB[0.042,0.041] g[2.900,4.104]\n",
            "> 6575, dA[0.055,0.027] dB[0.102,0.107] g[5.823,5.526]\n",
            "> 6576, dA[0.008,0.426] dB[0.016,0.069] g[5.190,4.649]\n",
            "> 6577, dA[0.366,0.020] dB[0.328,0.078] g[4.070,4.814]\n",
            "> 6578, dA[0.014,0.036] dB[0.040,0.133] g[3.174,3.958]\n",
            "> 6579, dA[0.008,0.023] dB[0.029,0.023] g[7.930,7.251]\n",
            "> 6580, dA[0.008,0.006] dB[0.042,0.071] g[4.294,5.729]\n",
            "> 6581, dA[0.009,0.063] dB[0.026,0.041] g[5.640,4.920]\n",
            "> 6582, dA[0.060,0.007] dB[0.014,0.071] g[6.950,6.158]\n",
            "> 6583, dA[0.010,0.014] dB[0.106,0.051] g[3.944,4.623]\n",
            "> 6584, dA[0.005,0.016] dB[0.034,0.048] g[4.828,5.764]\n",
            "> 6585, dA[0.021,0.032] dB[0.035,0.044] g[3.872,4.427]\n",
            "> 6586, dA[0.014,0.048] dB[0.034,0.055] g[4.046,4.004]\n",
            "> 6587, dA[0.094,0.010] dB[0.028,0.040] g[3.680,5.164]\n",
            "> 6588, dA[0.188,0.173] dB[0.011,0.046] g[2.445,2.724]\n",
            "> 6589, dA[0.050,0.020] dB[0.061,0.036] g[4.558,3.894]\n",
            "> 6590, dA[0.028,0.022] dB[0.232,0.218] g[3.694,4.640]\n",
            "> 6591, dA[0.049,0.009] dB[0.020,0.038] g[5.050,5.625]\n",
            "> 6592, dA[0.053,0.171] dB[0.090,0.036] g[3.760,3.114]\n",
            "> 6593, dA[0.415,0.029] dB[0.057,0.043] g[2.244,3.146]\n",
            "> 6594, dA[0.013,0.038] dB[0.232,0.318] g[4.573,5.323]\n",
            "> 6595, dA[0.019,0.042] dB[0.138,0.036] g[5.711,6.468]\n",
            "> 6596, dA[0.034,0.024] dB[0.046,0.112] g[3.917,3.472]\n",
            "> 6597, dA[0.061,0.043] dB[0.103,0.040] g[3.848,4.411]\n",
            "> 6598, dA[0.013,0.008] dB[0.176,0.180] g[4.279,4.192]\n",
            "> 6599, dA[0.012,0.009] dB[0.021,0.039] g[4.583,6.683]\n",
            "> 6600, dA[0.136,0.009] dB[0.109,0.021] g[3.419,2.793]\n",
            "> 6601, dA[0.074,0.048] dB[0.018,0.017] g[5.607,5.619]\n",
            "> 6602, dA[0.008,0.021] dB[0.018,0.018] g[5.051,4.159]\n",
            "> 6603, dA[0.019,0.010] dB[0.009,0.030] g[4.447,5.429]\n",
            "> 6604, dA[0.024,0.014] dB[0.026,0.045] g[5.201,6.706]\n",
            "> 6605, dA[0.009,0.007] dB[0.373,0.152] g[6.357,7.313]\n",
            "> 6606, dA[0.007,0.015] dB[0.018,0.078] g[3.203,3.850]\n",
            "> 6607, dA[0.145,0.036] dB[0.041,0.076] g[3.808,4.176]\n",
            "> 6608, dA[0.032,0.060] dB[0.072,0.010] g[4.257,4.164]\n",
            "> 6609, dA[0.013,0.055] dB[0.028,0.020] g[7.061,5.568]\n",
            "> 6610, dA[0.492,0.028] dB[0.027,0.018] g[2.652,3.684]\n",
            "> 6611, dA[0.017,0.012] dB[0.149,0.036] g[5.977,6.598]\n",
            "> 6612, dA[0.052,0.010] dB[0.041,0.229] g[3.529,4.956]\n",
            "> 6613, dA[0.024,0.011] dB[0.073,0.016] g[4.009,3.696]\n",
            "> 6614, dA[0.004,0.081] dB[0.023,0.034] g[4.556,5.011]\n",
            "> 6615, dA[0.023,0.046] dB[0.071,0.007] g[6.835,8.404]\n",
            "> 6616, dA[0.091,0.015] dB[0.015,0.133] g[3.026,4.126]\n",
            "> 6617, dA[0.038,0.084] dB[0.039,0.055] g[2.828,3.446]\n",
            "> 6618, dA[0.021,0.222] dB[0.014,0.031] g[3.239,3.194]\n",
            "> 6619, dA[0.198,0.023] dB[0.167,0.021] g[3.965,4.432]\n",
            "> 6620, dA[0.090,0.149] dB[0.023,0.054] g[3.451,3.873]\n",
            "> 6621, dA[0.013,0.043] dB[0.084,0.008] g[4.310,4.145]\n",
            "> 6622, dA[0.039,0.013] dB[0.053,0.065] g[3.630,4.237]\n",
            "> 6623, dA[0.104,0.144] dB[0.061,0.043] g[3.871,4.020]\n",
            "> 6624, dA[0.224,0.128] dB[0.023,0.038] g[5.958,5.063]\n",
            "> 6625, dA[0.014,0.075] dB[0.021,0.031] g[3.744,3.227]\n",
            "> 6626, dA[0.007,0.025] dB[0.019,0.040] g[7.310,6.243]\n",
            "> 6627, dA[0.244,0.033] dB[0.042,0.047] g[4.725,4.856]\n",
            "> 6628, dA[0.042,0.141] dB[0.029,0.031] g[5.100,4.662]\n",
            "> 6629, dA[0.010,0.087] dB[0.081,0.086] g[5.390,6.175]\n",
            "> 6630, dA[0.085,0.050] dB[0.019,0.012] g[5.561,5.036]\n",
            "> 6631, dA[0.047,0.013] dB[0.040,0.067] g[2.906,3.407]\n",
            "> 6632, dA[0.046,0.032] dB[0.040,0.068] g[5.379,6.297]\n",
            "> 6633, dA[0.012,0.041] dB[0.034,0.013] g[4.576,4.443]\n",
            "> 6634, dA[0.009,0.019] dB[0.088,0.062] g[4.324,5.342]\n",
            "> 6635, dA[0.039,0.060] dB[0.020,0.122] g[4.921,4.752]\n",
            "> 6636, dA[0.036,0.011] dB[0.055,0.019] g[4.759,5.099]\n",
            "> 6637, dA[0.025,0.042] dB[0.019,0.049] g[5.379,5.382]\n",
            "> 6638, dA[0.058,0.028] dB[0.009,0.010] g[4.489,4.404]\n",
            "> 6639, dA[0.065,0.030] dB[0.009,0.015] g[4.631,4.038]\n",
            "> 6640, dA[0.102,0.014] dB[0.020,0.029] g[3.410,3.781]\n",
            "> 6641, dA[0.014,0.533] dB[0.011,0.007] g[3.980,3.144]\n",
            "> 6642, dA[0.433,0.027] dB[0.094,0.050] g[4.153,5.758]\n",
            "> 6643, dA[0.008,0.010] dB[0.009,0.026] g[4.961,6.193]\n",
            "> 6644, dA[0.012,0.009] dB[0.009,0.017] g[5.871,5.377]\n",
            "> 6645, dA[0.027,0.012] dB[0.048,0.011] g[3.691,4.254]\n",
            "> 6646, dA[0.084,0.044] dB[0.060,0.011] g[6.547,5.863]\n",
            "> 6647, dA[0.004,0.018] dB[0.080,0.042] g[4.042,4.401]\n",
            "> 6648, dA[0.006,0.023] dB[0.016,0.034] g[3.488,4.067]\n",
            "> 6649, dA[0.070,0.007] dB[0.030,0.144] g[6.621,6.817]\n",
            "> 6650, dA[0.008,0.007] dB[0.007,0.027] g[5.809,5.076]\n",
            "> 6651, dA[0.025,0.013] dB[0.093,0.013] g[4.888,5.073]\n",
            "> 6652, dA[0.009,0.004] dB[0.028,0.076] g[4.102,5.357]\n",
            "> 6653, dA[0.047,0.104] dB[0.019,0.017] g[3.829,3.755]\n",
            "> 6654, dA[0.056,0.022] dB[0.106,0.015] g[4.406,5.216]\n",
            "> 6655, dA[0.013,0.015] dB[0.017,0.042] g[5.292,6.494]\n",
            "> 6656, dA[0.197,0.290] dB[0.090,0.094] g[2.472,4.101]\n",
            "> 6657, dA[0.111,0.140] dB[0.018,0.048] g[5.216,4.650]\n",
            "> 6658, dA[0.033,0.011] dB[0.012,0.032] g[5.533,7.623]\n",
            "> 6659, dA[0.206,0.031] dB[0.115,0.159] g[2.930,4.251]\n",
            "> 6660, dA[0.021,0.055] dB[0.012,0.006] g[5.821,5.959]\n",
            "> 6661, dA[0.012,0.014] dB[0.051,0.027] g[3.647,4.296]\n",
            "> 6662, dA[0.280,0.056] dB[0.013,0.028] g[6.444,5.870]\n",
            "> 6663, dA[0.021,0.069] dB[0.055,0.102] g[3.673,4.096]\n",
            "> 6664, dA[0.009,0.014] dB[0.016,0.037] g[7.905,6.779]\n",
            "> 6665, dA[0.073,0.017] dB[0.018,0.030] g[3.129,3.415]\n",
            "> 6666, dA[0.018,0.130] dB[0.060,0.066] g[5.221,5.545]\n",
            "> 6667, dA[0.050,0.069] dB[0.015,0.035] g[5.061,4.853]\n",
            "> 6668, dA[0.178,0.043] dB[0.013,0.023] g[3.641,3.441]\n",
            "> 6669, dA[0.011,0.027] dB[0.006,0.031] g[9.691,9.467]\n",
            "> 6670, dA[0.013,0.011] dB[0.225,0.246] g[4.255,5.709]\n",
            "> 6671, dA[0.026,0.136] dB[0.103,0.053] g[3.498,4.370]\n",
            "> 6672, dA[0.230,0.019] dB[0.237,0.043] g[4.352,4.342]\n",
            "> 6673, dA[0.017,0.046] dB[0.041,0.161] g[3.411,4.214]\n",
            "> 6674, dA[0.006,0.068] dB[0.064,0.105] g[4.426,5.284]\n",
            "> 6675, dA[0.146,0.016] dB[0.398,0.013] g[4.097,4.108]\n",
            "> 6676, dA[0.019,0.013] dB[0.017,0.017] g[3.770,4.343]\n",
            "> 6677, dA[0.164,0.096] dB[0.013,0.047] g[3.087,3.354]\n",
            "> 6678, dA[0.025,0.021] dB[0.018,0.073] g[2.770,3.263]\n",
            "> 6679, dA[0.208,0.036] dB[0.040,0.099] g[2.765,3.434]\n",
            "> 6680, dA[0.019,0.078] dB[0.069,0.068] g[2.733,2.786]\n",
            "> 6681, dA[0.099,0.024] dB[0.016,0.052] g[7.610,7.440]\n",
            "> 6682, dA[0.008,0.029] dB[0.013,0.070] g[7.803,6.669]\n",
            "> 6683, dA[0.022,0.014] dB[0.037,0.022] g[5.174,4.527]\n",
            "> 6684, dA[0.061,0.013] dB[0.034,0.014] g[4.599,4.913]\n",
            "> 6685, dA[0.030,0.008] dB[0.036,0.032] g[3.499,3.794]\n",
            "> 6686, dA[0.015,0.040] dB[0.007,0.020] g[6.291,7.549]\n",
            "> 6687, dA[0.019,0.022] dB[0.006,0.017] g[11.460,9.121]\n",
            "> 6688, dA[0.123,0.043] dB[0.263,0.016] g[4.293,5.104]\n",
            "> 6689, dA[0.013,0.057] dB[0.032,0.093] g[5.236,5.382]\n",
            "> 6690, dA[0.009,0.051] dB[0.011,0.042] g[5.627,7.095]\n",
            "> 6691, dA[0.071,0.011] dB[0.054,0.010] g[2.967,3.376]\n",
            "> 6692, dA[0.040,0.070] dB[0.094,0.109] g[2.666,3.280]\n",
            "> 6693, dA[0.010,0.008] dB[0.007,0.020] g[6.018,5.943]\n",
            "> 6694, dA[0.012,0.008] dB[0.273,0.050] g[5.975,7.120]\n",
            "> 6695, dA[0.009,0.015] dB[0.027,0.258] g[4.652,5.444]\n",
            "> 6696, dA[0.013,0.118] dB[0.087,0.049] g[4.508,4.374]\n",
            "> 6697, dA[0.007,0.031] dB[0.052,0.018] g[3.496,2.991]\n",
            "> 6698, dA[0.010,0.008] dB[0.040,0.015] g[5.565,6.356]\n",
            "> 6699, dA[0.021,0.006] dB[0.029,0.145] g[5.214,7.328]\n",
            "> 6700, dA[0.006,0.010] dB[0.008,0.049] g[4.327,5.233]\n",
            "> 6701, dA[0.004,0.037] dB[0.156,0.186] g[4.547,5.841]\n",
            "> 6702, dA[0.316,0.024] dB[0.105,0.021] g[3.307,4.405]\n",
            "> 6703, dA[0.017,0.112] dB[0.054,0.036] g[4.588,5.300]\n",
            "> 6704, dA[0.024,0.010] dB[0.013,0.013] g[4.294,4.834]\n",
            "> 6705, dA[0.014,0.024] dB[0.006,0.013] g[6.025,6.381]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_006705.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_006705.h5\n",
            "> 6706, dA[0.009,0.007] dB[0.028,0.014] g[8.529,8.152]\n",
            "> 6707, dA[0.166,0.088] dB[0.019,0.252] g[2.458,3.347]\n",
            "> 6708, dA[0.099,0.017] dB[0.225,0.050] g[3.260,3.191]\n",
            "> 6709, dA[0.051,0.065] dB[0.023,0.077] g[4.460,4.691]\n",
            "> 6710, dA[0.051,0.011] dB[0.061,0.043] g[3.469,3.844]\n",
            "> 6711, dA[0.011,0.011] dB[0.173,0.060] g[4.881,5.452]\n",
            "> 6712, dA[0.239,0.063] dB[0.013,0.073] g[4.245,4.607]\n",
            "> 6713, dA[0.033,0.046] dB[0.016,0.043] g[4.696,5.931]\n",
            "> 6714, dA[0.007,0.006] dB[0.102,0.021] g[4.451,4.038]\n",
            "> 6715, dA[0.064,0.077] dB[0.019,0.014] g[8.155,7.069]\n",
            "> 6716, dA[0.100,0.031] dB[0.010,0.197] g[4.302,4.943]\n",
            "> 6717, dA[0.011,0.116] dB[0.088,0.022] g[4.459,3.745]\n",
            "> 6718, dA[0.014,0.017] dB[0.144,0.022] g[5.497,6.159]\n",
            "> 6719, dA[0.031,0.075] dB[0.016,0.081] g[5.147,6.861]\n",
            "> 6720, dA[0.020,0.052] dB[0.017,0.035] g[3.217,3.631]\n",
            "> 6721, dA[0.088,0.031] dB[0.025,0.010] g[3.492,3.979]\n",
            "> 6722, dA[0.010,0.018] dB[0.159,0.009] g[4.314,3.642]\n",
            "> 6723, dA[0.014,0.011] dB[0.014,0.155] g[2.889,4.177]\n",
            "> 6724, dA[0.024,0.055] dB[0.061,0.032] g[3.825,4.177]\n",
            "> 6725, dA[0.190,0.009] dB[0.053,0.210] g[3.519,4.384]\n",
            "> 6726, dA[0.026,0.011] dB[0.030,0.046] g[9.674,9.845]\n",
            "> 6727, dA[0.017,0.110] dB[0.037,0.007] g[3.338,3.778]\n",
            "> 6728, dA[0.023,0.034] dB[0.016,0.085] g[2.687,3.752]\n",
            "> 6729, dA[0.010,0.075] dB[0.010,0.026] g[5.544,7.325]\n",
            "> 6730, dA[0.050,0.019] dB[0.057,0.030] g[3.445,4.005]\n",
            "> 6731, dA[0.024,0.035] dB[0.021,0.023] g[4.753,4.274]\n",
            "> 6732, dA[0.006,0.033] dB[0.242,0.296] g[3.285,4.065]\n",
            "> 6733, dA[0.005,0.009] dB[0.328,0.086] g[4.345,4.818]\n",
            "> 6734, dA[0.009,0.016] dB[0.025,0.095] g[7.029,7.293]\n",
            "> 6735, dA[0.024,0.004] dB[0.011,0.016] g[7.657,7.063]\n",
            "> 6736, dA[0.008,0.028] dB[0.034,0.027] g[7.968,8.616]\n",
            "> 6737, dA[0.024,0.020] dB[0.032,0.023] g[5.015,4.775]\n",
            "> 6738, dA[0.006,0.037] dB[0.015,0.020] g[8.059,7.528]\n",
            "> 6739, dA[0.059,0.036] dB[0.159,0.155] g[2.705,3.674]\n",
            "> 6740, dA[0.009,0.026] dB[0.016,0.036] g[5.085,5.506]\n",
            "> 6741, dA[0.010,0.013] dB[0.032,0.031] g[4.410,5.925]\n",
            "> 6742, dA[0.021,0.104] dB[0.019,0.044] g[4.243,4.170]\n",
            "> 6743, dA[0.186,0.015] dB[0.012,0.019] g[6.604,5.919]\n",
            "> 6744, dA[0.095,0.091] dB[0.012,0.017] g[3.746,3.233]\n",
            "> 6745, dA[0.006,0.013] dB[0.207,0.019] g[4.472,4.259]\n",
            "> 6746, dA[0.010,0.032] dB[0.178,0.188] g[4.264,5.688]\n",
            "> 6747, dA[0.011,0.017] dB[0.038,0.091] g[7.456,9.586]\n",
            "> 6748, dA[0.059,0.021] dB[0.023,0.068] g[2.951,4.266]\n",
            "> 6749, dA[0.021,0.018] dB[0.013,0.023] g[8.191,6.802]\n",
            "> 6750, dA[0.021,0.007] dB[0.048,0.032] g[5.064,6.099]\n",
            "> 6751, dA[0.103,0.043] dB[0.087,0.133] g[2.936,3.416]\n",
            "> 6752, dA[0.018,0.100] dB[0.007,0.023] g[2.414,2.294]\n",
            "> 6753, dA[0.032,0.010] dB[0.123,0.022] g[3.914,4.648]\n",
            "> 6754, dA[0.010,0.016] dB[0.020,0.010] g[6.703,6.595]\n",
            "> 6755, dA[0.012,0.010] dB[0.083,0.111] g[3.769,5.179]\n",
            "> 6756, dA[0.009,0.029] dB[0.028,0.049] g[3.705,3.350]\n",
            "> 6757, dA[0.030,0.027] dB[0.120,0.024] g[3.423,3.490]\n",
            "> 6758, dA[0.015,0.008] dB[0.012,0.168] g[5.738,6.428]\n",
            "> 6759, dA[0.008,0.141] dB[0.025,0.023] g[5.628,5.486]\n",
            "> 6760, dA[0.137,0.013] dB[0.267,0.066] g[3.567,3.411]\n",
            "> 6761, dA[0.012,0.027] dB[0.022,0.179] g[4.652,6.304]\n",
            "> 6762, dA[0.044,0.017] dB[0.241,0.030] g[2.956,3.945]\n",
            "> 6763, dA[0.008,0.008] dB[0.063,0.275] g[2.230,3.917]\n",
            "> 6764, dA[0.073,0.053] dB[0.057,0.012] g[3.075,4.415]\n",
            "> 6765, dA[0.156,0.229] dB[0.015,0.008] g[8.450,7.849]\n",
            "> 6766, dA[0.024,0.012] dB[0.047,0.044] g[4.078,5.146]\n",
            "> 6767, dA[0.011,0.017] dB[0.235,0.049] g[4.163,4.150]\n",
            "> 6768, dA[0.033,0.023] dB[0.027,0.122] g[3.274,3.897]\n",
            "> 6769, dA[0.033,0.010] dB[0.008,0.052] g[2.822,4.005]\n",
            "> 6770, dA[0.024,0.014] dB[0.004,0.032] g[6.630,5.786]\n",
            "> 6771, dA[0.015,0.033] dB[0.047,0.017] g[4.275,3.990]\n",
            "> 6772, dA[0.018,0.007] dB[0.018,0.045] g[3.412,3.573]\n",
            "> 6773, dA[0.056,0.060] dB[0.021,0.016] g[3.289,3.439]\n",
            "> 6774, dA[0.008,0.022] dB[0.015,0.021] g[4.552,5.741]\n",
            "> 6775, dA[0.293,0.043] dB[0.009,0.012] g[2.654,3.714]\n",
            "> 6776, dA[0.061,0.101] dB[0.239,0.009] g[3.340,3.263]\n",
            "> 6777, dA[0.161,0.032] dB[0.031,0.070] g[3.661,4.361]\n",
            "> 6778, dA[0.031,0.024] dB[0.034,0.031] g[3.484,4.009]\n",
            "> 6779, dA[0.041,0.042] dB[0.013,0.052] g[3.158,3.550]\n",
            "> 6780, dA[0.025,0.050] dB[0.044,0.028] g[4.851,3.832]\n",
            "> 6781, dA[0.015,0.164] dB[0.088,0.014] g[4.240,5.563]\n",
            "> 6782, dA[0.037,0.071] dB[0.027,0.085] g[4.597,6.331]\n",
            "> 6783, dA[0.096,0.026] dB[0.039,0.003] g[3.083,4.169]\n",
            "> 6784, dA[0.040,0.260] dB[0.082,0.042] g[4.234,3.810]\n",
            "> 6785, dA[0.230,0.041] dB[0.018,0.052] g[3.079,3.692]\n",
            "> 6786, dA[0.138,0.053] dB[0.051,0.012] g[3.286,3.747]\n",
            "> 6787, dA[0.057,0.018] dB[0.012,0.018] g[3.668,3.682]\n",
            "> 6788, dA[0.019,0.052] dB[0.010,0.069] g[11.394,9.667]\n",
            "> 6789, dA[0.012,0.023] dB[0.041,0.009] g[3.215,4.681]\n",
            "> 6790, dA[0.020,0.018] dB[0.008,0.013] g[11.128,8.618]\n",
            "> 6791, dA[0.397,0.062] dB[0.023,0.162] g[2.760,4.013]\n",
            "> 6792, dA[0.009,0.060] dB[0.090,0.013] g[5.340,4.040]\n",
            "> 6793, dA[0.015,0.026] dB[0.017,0.023] g[4.306,4.244]\n",
            "> 6794, dA[0.015,0.009] dB[0.010,0.011] g[4.949,4.135]\n",
            "> 6795, dA[0.010,0.038] dB[0.029,0.012] g[4.548,5.434]\n",
            "> 6796, dA[0.231,0.039] dB[0.008,0.035] g[5.855,7.062]\n",
            "> 6797, dA[0.005,0.017] dB[0.005,0.078] g[5.877,7.054]\n",
            "> 6798, dA[0.125,0.170] dB[0.200,0.039] g[3.721,4.074]\n",
            "> 6799, dA[0.029,0.134] dB[0.003,0.018] g[11.545,8.492]\n",
            "> 6800, dA[0.015,0.081] dB[0.010,0.045] g[6.896,8.264]\n",
            "> 6801, dA[0.008,0.013] dB[0.053,0.021] g[4.025,5.375]\n",
            "> 6802, dA[0.144,0.138] dB[0.014,0.034] g[4.599,5.167]\n",
            "> 6803, dA[0.008,0.012] dB[0.018,0.043] g[2.856,3.512]\n",
            "> 6804, dA[0.035,0.016] dB[0.161,0.088] g[3.664,3.738]\n",
            "> 6805, dA[0.009,0.052] dB[0.008,0.012] g[6.497,6.255]\n",
            "> 6806, dA[0.006,0.021] dB[0.014,0.024] g[4.042,3.507]\n",
            "> 6807, dA[0.013,0.022] dB[0.098,0.139] g[4.206,4.968]\n",
            "> 6808, dA[0.065,0.014] dB[0.046,0.025] g[5.243,5.148]\n",
            "> 6809, dA[0.031,0.155] dB[0.149,0.026] g[3.885,3.673]\n",
            "> 6810, dA[0.068,0.018] dB[0.085,0.426] g[2.586,3.415]\n",
            "> 6811, dA[0.018,0.007] dB[0.027,0.068] g[5.536,6.874]\n",
            "> 6812, dA[0.015,0.092] dB[0.084,0.157] g[4.964,4.832]\n",
            "> 6813, dA[0.082,0.035] dB[0.040,0.027] g[3.753,3.689]\n",
            "> 6814, dA[0.011,0.012] dB[0.027,0.080] g[4.024,5.595]\n",
            "> 6815, dA[0.023,0.018] dB[0.168,0.011] g[5.237,6.355]\n",
            "> 6816, dA[0.023,0.042] dB[0.012,0.036] g[3.188,3.596]\n",
            "> 6817, dA[0.057,0.006] dB[0.011,0.011] g[3.807,4.691]\n",
            "> 6818, dA[0.030,0.212] dB[0.110,0.017] g[3.812,3.754]\n",
            "> 6819, dA[0.140,0.029] dB[0.026,0.107] g[3.413,4.697]\n",
            "> 6820, dA[0.011,0.017] dB[0.038,0.011] g[5.530,6.933]\n",
            "> 6821, dA[0.008,0.013] dB[0.021,0.010] g[6.795,6.888]\n",
            "> 6822, dA[0.008,0.010] dB[0.010,0.016] g[5.323,6.544]\n",
            "> 6823, dA[0.005,0.044] dB[0.087,0.284] g[3.492,3.831]\n",
            "> 6824, dA[0.031,0.016] dB[0.007,0.022] g[9.736,8.787]\n",
            "> 6825, dA[0.170,0.150] dB[0.069,0.013] g[3.130,3.151]\n",
            "> 6826, dA[0.037,0.015] dB[0.024,0.079] g[3.175,4.022]\n",
            "> 6827, dA[0.014,0.020] dB[0.016,0.009] g[6.503,8.199]\n",
            "> 6828, dA[0.047,0.017] dB[0.149,0.024] g[4.280,5.173]\n",
            "> 6829, dA[0.032,0.034] dB[0.016,0.330] g[4.466,3.968]\n",
            "> 6830, dA[0.009,0.012] dB[0.034,0.046] g[4.992,4.630]\n",
            "> 6831, dA[0.298,0.024] dB[0.087,0.014] g[2.658,2.738]\n",
            "> 6832, dA[0.008,0.167] dB[0.083,0.296] g[2.383,3.023]\n",
            "> 6833, dA[0.008,0.058] dB[0.080,0.045] g[3.283,3.408]\n",
            "> 6834, dA[0.027,0.017] dB[0.008,0.014] g[9.395,9.413]\n",
            "> 6835, dA[0.127,0.015] dB[0.024,0.034] g[3.560,4.184]\n",
            "> 6836, dA[0.034,0.004] dB[0.023,0.092] g[5.069,5.443]\n",
            "> 6837, dA[0.007,0.009] dB[0.030,0.030] g[5.428,6.319]\n",
            "> 6838, dA[0.013,0.123] dB[0.139,0.033] g[3.583,3.025]\n",
            "> 6839, dA[0.023,0.009] dB[0.022,0.057] g[6.082,7.292]\n",
            "> 6840, dA[0.048,0.011] dB[0.008,0.016] g[6.081,8.452]\n",
            "> 6841, dA[0.060,0.045] dB[0.021,0.012] g[7.322,7.095]\n",
            "> 6842, dA[0.014,0.016] dB[0.013,0.034] g[4.982,6.720]\n",
            "> 6843, dA[0.012,0.018] dB[0.006,0.034] g[10.375,8.619]\n",
            "> 6844, dA[0.161,0.040] dB[0.023,0.025] g[5.921,5.549]\n",
            "> 6845, dA[0.027,0.103] dB[0.123,0.087] g[5.175,5.253]\n",
            "> 6846, dA[0.105,0.012] dB[0.103,0.029] g[2.466,3.895]\n",
            "> 6847, dA[0.025,0.043] dB[0.057,0.124] g[2.808,3.529]\n",
            "> 6848, dA[0.078,0.089] dB[0.028,0.017] g[4.333,3.584]\n",
            "> 6849, dA[0.016,0.049] dB[0.056,0.012] g[4.395,5.315]\n",
            "> 6850, dA[0.095,0.011] dB[0.012,0.020] g[7.363,6.766]\n",
            "> 6851, dA[0.061,0.024] dB[0.032,0.009] g[4.496,4.304]\n",
            "> 6852, dA[0.042,0.138] dB[0.019,0.043] g[5.655,4.816]\n",
            "> 6853, dA[0.126,0.116] dB[0.107,0.033] g[4.323,4.102]\n",
            "> 6854, dA[0.036,0.022] dB[0.026,0.161] g[3.671,4.370]\n",
            "> 6855, dA[0.021,0.003] dB[0.018,0.007] g[8.632,8.633]\n",
            "> 6856, dA[0.005,0.014] dB[0.012,0.040] g[7.051,8.324]\n",
            "> 6857, dA[0.060,0.024] dB[0.157,0.127] g[3.426,3.463]\n",
            "> 6858, dA[0.009,0.018] dB[0.120,0.114] g[3.846,3.317]\n",
            "> 6859, dA[0.011,0.008] dB[0.229,0.021] g[3.735,3.674]\n",
            "> 6860, dA[0.018,0.015] dB[0.012,0.141] g[3.558,4.300]\n",
            "> 6861, dA[0.019,0.039] dB[0.022,0.029] g[6.965,5.203]\n",
            "> 6862, dA[0.029,0.009] dB[0.039,0.012] g[7.026,6.717]\n",
            "> 6863, dA[0.027,0.044] dB[0.313,0.028] g[3.939,3.895]\n",
            "> 6864, dA[0.050,0.010] dB[0.040,0.078] g[3.604,4.899]\n",
            "> 6865, dA[0.014,0.027] dB[0.201,0.062] g[4.651,5.401]\n",
            "> 6866, dA[0.016,0.022] dB[0.018,0.141] g[3.451,4.323]\n",
            "> 6867, dA[0.285,0.086] dB[0.030,0.025] g[4.417,4.113]\n",
            "> 6868, dA[0.094,0.132] dB[0.009,0.047] g[4.774,3.856]\n",
            "> 6869, dA[0.048,0.030] dB[0.014,0.038] g[3.073,3.902]\n",
            "> 6870, dA[0.013,0.005] dB[0.010,0.011] g[4.398,4.382]\n",
            "> 6871, dA[0.004,0.021] dB[0.038,0.047] g[5.501,6.388]\n",
            "> 6872, dA[0.008,0.023] dB[0.046,0.066] g[4.473,5.550]\n",
            "> 6873, dA[0.028,0.012] dB[0.446,0.126] g[3.850,4.894]\n",
            "> 6874, dA[0.011,0.014] dB[0.035,0.085] g[4.119,4.857]\n",
            "> 6875, dA[0.029,0.017] dB[0.006,0.072] g[5.467,6.585]\n",
            "> 6876, dA[0.085,0.180] dB[0.045,0.020] g[6.990,5.538]\n",
            "> 6877, dA[0.041,0.036] dB[0.041,0.016] g[6.568,5.506]\n",
            "> 6878, dA[0.022,0.028] dB[0.099,0.048] g[5.460,7.368]\n",
            "> 6879, dA[0.227,0.050] dB[0.099,0.090] g[3.808,4.376]\n",
            "> 6880, dA[0.031,0.095] dB[0.031,0.091] g[4.735,5.673]\n",
            "> 6881, dA[0.082,0.017] dB[0.032,0.047] g[3.838,4.522]\n",
            "> 6882, dA[0.024,0.083] dB[0.025,0.021] g[4.740,5.483]\n",
            "> 6883, dA[0.010,0.068] dB[0.149,0.029] g[5.695,5.758]\n",
            "> 6884, dA[0.087,0.118] dB[0.085,0.152] g[3.893,4.219]\n",
            "> 6885, dA[0.009,0.013] dB[0.076,0.017] g[3.754,4.089]\n",
            "> 6886, dA[0.028,0.048] dB[0.175,0.014] g[4.009,4.707]\n",
            "> 6887, dA[0.074,0.008] dB[0.105,0.104] g[3.188,4.023]\n",
            "> 6888, dA[0.013,0.057] dB[0.133,0.020] g[5.198,5.656]\n",
            "> 6889, dA[0.138,0.012] dB[0.015,0.025] g[10.731,9.109]\n",
            "> 6890, dA[0.026,0.056] dB[0.043,0.031] g[5.781,6.756]\n",
            "> 6891, dA[0.053,0.038] dB[0.023,0.233] g[3.083,4.044]\n",
            "> 6892, dA[0.010,0.007] dB[0.066,0.018] g[5.392,5.104]\n",
            "> 6893, dA[0.012,0.015] dB[0.133,0.019] g[4.203,3.915]\n",
            "> 6894, dA[0.010,0.023] dB[0.137,0.050] g[4.089,4.162]\n",
            "> 6895, dA[0.023,0.105] dB[0.052,0.024] g[3.731,4.212]\n",
            "> 6896, dA[0.007,0.021] dB[0.009,0.031] g[4.714,5.429]\n",
            "> 6897, dA[0.029,0.084] dB[0.014,0.018] g[4.983,5.253]\n",
            "> 6898, dA[0.181,0.492] dB[0.028,0.013] g[2.538,2.601]\n",
            "> 6899, dA[0.056,0.044] dB[0.132,0.011] g[4.536,5.370]\n",
            "> 6900, dA[0.006,0.009] dB[0.015,0.012] g[4.102,5.561]\n",
            "> 6901, dA[0.013,0.010] dB[0.015,0.013] g[5.858,7.659]\n",
            "> 6902, dA[0.059,0.023] dB[0.013,0.081] g[4.071,5.453]\n",
            "> 6903, dA[0.016,0.237] dB[0.004,0.014] g[3.776,3.198]\n",
            "> 6904, dA[0.072,0.056] dB[0.021,0.027] g[4.133,4.114]\n",
            "> 6905, dA[0.020,0.011] dB[0.013,0.009] g[6.850,6.827]\n",
            "> 6906, dA[0.051,0.005] dB[0.012,0.007] g[9.339,8.927]\n",
            "> 6907, dA[0.041,0.041] dB[0.150,0.058] g[4.663,4.708]\n",
            "> 6908, dA[0.022,0.020] dB[0.007,0.021] g[8.730,9.330]\n",
            "> 6909, dA[0.163,0.017] dB[0.066,0.025] g[3.489,3.618]\n",
            "> 6910, dA[0.032,0.099] dB[0.011,0.009] g[3.766,3.852]\n",
            "> 6911, dA[0.043,0.010] dB[0.010,0.020] g[8.778,8.567]\n",
            "> 6912, dA[0.058,0.041] dB[0.010,0.031] g[2.969,3.753]\n",
            "> 6913, dA[0.023,0.010] dB[0.012,0.050] g[2.891,2.865]\n",
            "> 6914, dA[0.055,0.016] dB[0.076,0.076] g[3.204,3.826]\n",
            "> 6915, dA[0.016,0.148] dB[0.292,0.098] g[5.504,5.702]\n",
            "> 6916, dA[0.029,0.114] dB[0.030,0.011] g[5.762,7.448]\n",
            "> 6917, dA[0.017,0.231] dB[0.075,0.048] g[2.957,2.715]\n",
            "> 6918, dA[0.005,0.012] dB[0.008,0.009] g[7.212,7.861]\n",
            "> 6919, dA[0.241,0.013] dB[0.011,0.043] g[8.562,7.807]\n",
            "> 6920, dA[0.018,0.021] dB[0.039,0.038] g[5.025,5.523]\n",
            "> 6921, dA[0.053,0.018] dB[0.036,0.040] g[4.331,4.514]\n",
            "> 6922, dA[0.088,0.045] dB[0.098,0.040] g[3.874,5.351]\n",
            "> 6923, dA[0.015,0.010] dB[0.066,0.019] g[5.951,6.478]\n",
            "> 6924, dA[0.182,0.025] dB[0.056,0.235] g[3.532,4.034]\n",
            "> 6925, dA[0.062,0.506] dB[0.097,0.020] g[3.098,2.932]\n",
            "> 6926, dA[0.154,0.038] dB[0.012,0.027] g[6.564,5.585]\n",
            "> 6927, dA[0.090,0.029] dB[0.014,0.134] g[6.013,5.671]\n",
            "> 6928, dA[0.047,0.103] dB[0.035,0.012] g[4.992,4.319]\n",
            "> 6929, dA[0.111,0.110] dB[0.039,0.023] g[4.253,3.546]\n",
            "> 6930, dA[0.098,0.053] dB[0.008,0.075] g[3.919,4.172]\n",
            "> 6931, dA[0.074,0.019] dB[0.006,0.009] g[4.835,4.529]\n",
            "> 6932, dA[0.032,0.153] dB[0.149,0.028] g[3.975,3.671]\n",
            "> 6933, dA[0.038,0.015] dB[0.015,0.017] g[3.374,3.600]\n",
            "> 6934, dA[0.043,0.013] dB[0.145,0.113] g[3.964,5.156]\n",
            "> 6935, dA[0.059,0.010] dB[0.016,0.014] g[2.969,3.967]\n",
            "> 6936, dA[0.030,0.061] dB[0.023,0.027] g[5.958,7.319]\n",
            "> 6937, dA[0.015,0.016] dB[0.045,0.077] g[4.818,4.374]\n",
            "> 6938, dA[0.142,0.023] dB[0.013,0.019] g[3.252,4.063]\n",
            "> 6939, dA[0.011,0.088] dB[0.087,0.120] g[3.656,4.787]\n",
            "> 6940, dA[0.019,0.036] dB[0.013,0.029] g[3.429,5.092]\n",
            "> 6941, dA[0.043,0.035] dB[0.005,0.041] g[7.854,7.921]\n",
            "> 6942, dA[0.022,0.019] dB[0.124,0.050] g[3.718,3.639]\n",
            "> 6943, dA[0.012,0.060] dB[0.015,0.102] g[7.517,7.613]\n",
            "> 6944, dA[0.012,0.010] dB[0.021,0.041] g[3.567,2.438]\n",
            "> 6945, dA[0.011,0.008] dB[0.057,0.013] g[5.164,5.283]\n",
            "> 6946, dA[0.009,0.014] dB[0.041,0.104] g[3.213,4.628]\n",
            "> 6947, dA[0.009,0.022] dB[0.015,0.028] g[3.697,3.936]\n",
            "> 6948, dA[0.017,0.009] dB[0.012,0.084] g[3.985,4.024]\n",
            "> 6949, dA[0.020,0.017] dB[0.006,0.028] g[6.049,4.883]\n",
            "> 6950, dA[0.129,0.052] dB[0.048,0.047] g[5.180,5.318]\n",
            "> 6951, dA[0.004,0.055] dB[0.021,0.006] g[5.326,4.903]\n",
            "> 6952, dA[0.012,0.012] dB[0.023,0.049] g[3.233,4.239]\n",
            "> 6953, dA[0.036,0.019] dB[0.023,0.025] g[3.979,4.078]\n",
            "> 6954, dA[0.011,0.042] dB[0.015,0.023] g[3.802,5.975]\n",
            "> 6955, dA[0.008,0.023] dB[0.099,0.019] g[5.355,6.132]\n",
            "> 6956, dA[0.032,0.008] dB[0.011,0.061] g[4.674,6.562]\n",
            "> 6957, dA[0.013,0.023] dB[0.010,0.026] g[3.523,4.351]\n",
            "> 6958, dA[0.081,0.087] dB[0.048,0.017] g[4.305,4.584]\n",
            "> 6959, dA[0.012,0.154] dB[0.113,0.097] g[5.262,6.061]\n",
            "> 6960, dA[0.041,0.092] dB[0.109,0.050] g[4.751,5.633]\n",
            "> 6961, dA[0.040,0.023] dB[0.053,0.256] g[2.741,3.945]\n",
            "> 6962, dA[0.029,0.031] dB[0.168,0.042] g[4.804,4.347]\n",
            "> 6963, dA[0.041,0.081] dB[0.245,0.240] g[4.357,5.091]\n",
            "> 6964, dA[0.018,0.013] dB[0.073,0.021] g[4.732,5.185]\n",
            "> 6965, dA[0.149,0.010] dB[0.076,0.071] g[3.346,4.749]\n",
            "> 6966, dA[0.158,0.403] dB[0.009,0.115] g[6.730,5.512]\n",
            "> 6967, dA[0.017,0.012] dB[0.030,0.013] g[3.942,4.319]\n",
            "> 6968, dA[0.295,0.039] dB[0.147,0.055] g[4.092,3.837]\n",
            "> 6969, dA[0.006,0.104] dB[0.028,0.053] g[3.687,3.422]\n",
            "> 6970, dA[0.053,0.011] dB[0.033,0.044] g[6.245,6.571]\n",
            "> 6971, dA[0.052,0.009] dB[0.012,0.146] g[5.426,6.569]\n",
            "> 6972, dA[0.016,0.012] dB[0.030,0.013] g[5.621,5.610]\n",
            "> 6973, dA[0.022,0.023] dB[0.023,0.022] g[2.993,3.230]\n",
            "> 6974, dA[0.015,0.020] dB[0.016,0.014] g[5.794,6.827]\n",
            "> 6975, dA[0.009,0.013] dB[0.080,0.089] g[3.645,4.762]\n",
            "> 6976, dA[0.328,0.020] dB[0.128,0.048] g[2.778,3.854]\n",
            "> 6977, dA[0.015,0.154] dB[0.024,0.024] g[3.882,4.374]\n",
            "> 6978, dA[0.053,0.017] dB[0.013,0.084] g[6.397,6.186]\n",
            "> 6979, dA[0.022,0.016] dB[0.152,0.061] g[5.196,6.746]\n",
            "> 6980, dA[0.052,0.040] dB[0.018,0.019] g[4.247,5.028]\n",
            "> 6981, dA[0.011,0.013] dB[0.010,0.014] g[5.231,5.389]\n",
            "> 6982, dA[0.038,0.018] dB[0.219,0.078] g[3.434,5.060]\n",
            "> 6983, dA[0.011,0.011] dB[0.026,0.053] g[3.285,3.967]\n",
            "> 6984, dA[0.008,0.011] dB[0.017,0.008] g[4.439,4.738]\n",
            "> 6985, dA[0.017,0.031] dB[0.533,0.063] g[4.986,4.974]\n",
            "> 6986, dA[0.029,0.041] dB[0.088,0.033] g[3.043,3.239]\n",
            "> 6987, dA[0.012,0.013] dB[0.041,0.016] g[3.941,4.125]\n",
            "> 6988, dA[0.006,0.010] dB[0.013,0.062] g[4.415,6.656]\n",
            "> 6989, dA[0.021,0.006] dB[0.030,0.011] g[5.654,4.856]\n",
            "> 6990, dA[0.025,0.007] dB[0.014,0.038] g[5.990,6.477]\n",
            "> 6991, dA[0.008,0.040] dB[0.008,0.020] g[4.970,5.816]\n",
            "> 6992, dA[0.031,0.015] dB[0.009,0.062] g[3.925,3.849]\n",
            "> 6993, dA[0.013,0.026] dB[0.229,0.545] g[3.576,5.231]\n",
            "> 6994, dA[0.008,0.058] dB[0.104,0.077] g[3.450,3.828]\n",
            "> 6995, dA[0.091,0.010] dB[0.163,0.087] g[3.272,3.977]\n",
            "> 6996, dA[0.005,0.013] dB[0.051,0.021] g[5.322,6.130]\n",
            "> 6997, dA[0.010,0.047] dB[0.042,0.054] g[3.635,3.987]\n",
            "> 6998, dA[0.006,0.010] dB[0.116,0.023] g[4.721,5.581]\n",
            "> 6999, dA[0.010,0.039] dB[0.080,0.185] g[5.300,6.828]\n",
            "> 7000, dA[0.009,0.025] dB[0.034,0.088] g[6.795,7.549]\n",
            "> 7001, dA[0.006,0.020] dB[0.043,0.014] g[4.932,4.962]\n",
            "> 7002, dA[0.011,0.007] dB[0.007,0.015] g[6.742,6.277]\n",
            "> 7003, dA[0.006,0.011] dB[0.014,0.045] g[8.376,7.311]\n",
            "> 7004, dA[0.006,0.047] dB[0.060,0.004] g[4.439,5.437]\n",
            "> 7005, dA[0.183,0.010] dB[0.018,0.029] g[4.014,5.197]\n",
            "> 7006, dA[0.022,0.035] dB[0.020,0.348] g[4.813,6.332]\n",
            "> 7007, dA[0.008,0.039] dB[0.039,0.035] g[9.462,8.181]\n",
            "> 7008, dA[0.012,0.033] dB[0.033,0.006] g[8.490,6.944]\n",
            "> 7009, dA[0.019,0.031] dB[0.007,0.008] g[8.488,7.212]\n",
            "> 7010, dA[0.028,0.050] dB[0.142,0.104] g[4.508,4.971]\n",
            "> 7011, dA[0.005,0.029] dB[0.047,0.019] g[3.813,3.909]\n",
            "> 7012, dA[0.072,0.039] dB[0.047,0.065] g[3.129,3.926]\n",
            "> 7013, dA[0.113,0.008] dB[0.004,0.097] g[6.801,5.954]\n",
            "> 7014, dA[0.185,0.053] dB[0.015,0.019] g[4.190,3.493]\n",
            "> 7015, dA[0.012,0.030] dB[0.016,0.016] g[3.905,3.946]\n",
            "> 7016, dA[0.106,0.016] dB[0.012,0.022] g[7.723,7.959]\n",
            "> 7017, dA[0.280,0.049] dB[0.139,0.225] g[3.675,3.573]\n",
            "> 7018, dA[0.037,0.027] dB[0.030,0.010] g[8.779,8.514]\n",
            "> 7019, dA[0.010,0.155] dB[0.108,0.034] g[3.218,2.573]\n",
            "> 7020, dA[0.049,0.025] dB[0.053,0.230] g[4.559,6.018]\n",
            "> 7021, dA[0.023,0.008] dB[0.057,0.055] g[6.482,6.830]\n",
            "> 7022, dA[0.013,0.101] dB[0.047,0.022] g[3.577,3.157]\n",
            "> 7023, dA[0.013,0.011] dB[0.034,0.130] g[5.725,8.176]\n",
            "> 7024, dA[0.107,0.084] dB[0.043,0.012] g[3.606,3.425]\n",
            "> 7025, dA[0.008,0.011] dB[0.058,0.019] g[4.872,5.592]\n",
            "> 7026, dA[0.216,0.066] dB[0.013,0.036] g[4.162,4.179]\n",
            "> 7027, dA[0.007,0.030] dB[0.061,0.022] g[4.931,6.261]\n",
            "> 7028, dA[0.009,0.013] dB[0.021,0.041] g[4.849,6.241]\n",
            "> 7029, dA[0.020,0.013] dB[0.021,0.034] g[4.192,5.013]\n",
            "> 7030, dA[0.032,0.055] dB[0.093,0.028] g[4.164,4.415]\n",
            "> 7031, dA[0.063,0.033] dB[0.012,0.016] g[3.969,3.966]\n",
            "> 7032, dA[0.006,0.316] dB[0.009,0.025] g[6.151,6.491]\n",
            "> 7033, dA[0.093,0.063] dB[0.050,0.035] g[4.361,6.726]\n",
            "> 7034, dA[0.054,0.014] dB[0.118,0.161] g[4.251,5.367]\n",
            "> 7035, dA[0.014,0.147] dB[0.109,0.013] g[4.345,5.730]\n",
            "> 7036, dA[0.056,0.067] dB[0.023,0.037] g[4.491,5.440]\n",
            "> 7037, dA[0.005,0.016] dB[0.025,0.048] g[6.351,7.039]\n",
            "> 7038, dA[0.018,0.013] dB[0.028,0.007] g[6.598,7.264]\n",
            "> 7039, dA[0.028,0.013] dB[0.089,0.115] g[3.092,3.789]\n",
            "> 7040, dA[0.011,0.040] dB[0.093,0.268] g[4.468,5.704]\n",
            "> 7041, dA[0.158,0.041] dB[0.088,0.091] g[3.565,3.630]\n",
            "> 7042, dA[0.026,0.101] dB[0.030,0.042] g[4.379,4.185]\n",
            "> 7043, dA[0.152,0.245] dB[0.152,0.120] g[3.638,4.267]\n",
            "> 7044, dA[0.019,0.026] dB[0.025,0.022] g[5.248,4.953]\n",
            "> 7045, dA[0.022,0.024] dB[0.042,0.014] g[4.808,5.384]\n",
            "> 7046, dA[0.020,0.024] dB[0.025,0.045] g[4.005,5.242]\n",
            "> 7047, dA[0.024,0.082] dB[0.090,0.044] g[2.867,3.029]\n",
            "> 7048, dA[0.010,0.007] dB[0.048,0.044] g[5.261,6.064]\n",
            "> 7049, dA[0.143,0.036] dB[0.012,0.092] g[4.765,4.655]\n",
            "> 7050, dA[0.012,0.013] dB[0.045,0.057] g[7.654,7.610]\n",
            "> 7051, dA[0.038,0.041] dB[0.046,0.070] g[3.021,3.799]\n",
            "> 7052, dA[0.025,0.139] dB[0.018,0.095] g[3.795,4.574]\n",
            "> 7053, dA[0.008,0.030] dB[0.027,0.008] g[3.612,3.673]\n",
            "> 7054, dA[0.222,0.016] dB[0.062,0.073] g[3.343,4.414]\n",
            "> 7055, dA[0.013,0.010] dB[0.092,0.016] g[4.186,4.260]\n",
            "> 7056, dA[0.105,0.253] dB[0.029,0.011] g[3.758,3.998]\n",
            "> 7057, dA[0.037,0.030] dB[0.007,0.031] g[6.871,6.061]\n",
            "> 7058, dA[0.032,0.040] dB[0.008,0.027] g[4.367,5.173]\n",
            "> 7059, dA[0.009,0.030] dB[0.020,0.041] g[6.869,6.159]\n",
            "> 7060, dA[0.038,0.016] dB[0.014,0.035] g[8.243,6.076]\n",
            "> 7061, dA[0.011,0.027] dB[0.045,0.023] g[4.577,4.100]\n",
            "> 7062, dA[0.160,0.151] dB[0.124,0.221] g[2.718,2.791]\n",
            "> 7063, dA[0.019,0.061] dB[0.013,0.014] g[4.302,3.569]\n",
            "> 7064, dA[0.013,0.015] dB[0.015,0.031] g[8.737,9.552]\n",
            "> 7065, dA[0.215,0.075] dB[0.015,0.101] g[8.533,8.107]\n",
            "> 7066, dA[0.024,0.032] dB[0.008,0.016] g[7.606,6.992]\n",
            "> 7067, dA[0.008,0.016] dB[0.005,0.018] g[7.478,6.477]\n",
            "> 7068, dA[0.012,0.009] dB[0.019,0.016] g[6.854,6.147]\n",
            "> 7069, dA[0.006,0.008] dB[0.010,0.032] g[5.736,5.549]\n",
            "> 7070, dA[0.024,0.014] dB[0.171,0.040] g[4.477,5.524]\n",
            "> 7071, dA[0.209,0.019] dB[0.009,0.038] g[3.078,4.065]\n",
            "> 7072, dA[0.065,0.086] dB[0.018,0.011] g[3.526,3.214]\n",
            "> 7073, dA[0.025,0.166] dB[0.011,0.019] g[4.547,4.190]\n",
            "> 7074, dA[0.095,0.013] dB[0.024,0.040] g[4.662,4.575]\n",
            "> 7075, dA[0.083,0.012] dB[0.024,0.012] g[4.386,5.010]\n",
            "> 7076, dA[0.020,0.073] dB[0.251,0.039] g[3.372,3.003]\n",
            "> 7077, dA[0.023,0.025] dB[0.046,0.011] g[7.170,7.738]\n",
            "> 7078, dA[0.021,0.025] dB[0.049,0.149] g[3.179,3.881]\n",
            "> 7079, dA[0.013,0.014] dB[0.040,0.015] g[3.668,4.784]\n",
            "> 7080, dA[0.023,0.026] dB[0.012,0.027] g[3.827,3.554]\n",
            "> 7081, dA[0.023,0.101] dB[0.018,0.096] g[5.422,6.161]\n",
            "> 7082, dA[0.045,0.024] dB[0.085,0.019] g[4.630,5.556]\n",
            "> 7083, dA[0.026,0.032] dB[0.071,0.066] g[4.396,5.231]\n",
            "> 7084, dA[0.014,0.032] dB[0.034,0.020] g[4.329,6.278]\n",
            "> 7085, dA[0.318,0.031] dB[0.017,0.044] g[3.348,4.454]\n",
            "> 7086, dA[0.121,0.078] dB[0.030,0.046] g[3.879,3.897]\n",
            "> 7087, dA[0.144,0.083] dB[0.064,0.010] g[3.665,4.029]\n",
            "> 7088, dA[0.056,0.031] dB[0.024,0.072] g[3.522,3.587]\n",
            "> 7089, dA[0.201,0.057] dB[0.054,0.023] g[3.485,3.709]\n",
            "> 7090, dA[0.010,0.027] dB[0.109,0.067] g[4.079,4.243]\n",
            "> 7091, dA[0.040,0.133] dB[0.021,0.051] g[6.232,5.180]\n",
            "> 7092, dA[0.006,0.020] dB[0.076,0.011] g[5.320,6.031]\n",
            "> 7093, dA[0.007,0.043] dB[0.039,0.023] g[3.123,3.748]\n",
            "> 7094, dA[0.107,0.012] dB[0.014,0.011] g[6.033,5.690]\n",
            "> 7095, dA[0.031,0.098] dB[0.030,0.154] g[3.907,3.807]\n",
            "> 7096, dA[0.020,0.018] dB[0.012,0.063] g[6.870,6.302]\n",
            "> 7097, dA[0.024,0.009] dB[0.108,0.030] g[7.338,9.264]\n",
            "> 7098, dA[0.030,0.049] dB[0.050,0.219] g[4.139,5.068]\n",
            "> 7099, dA[0.026,0.013] dB[0.057,0.082] g[5.361,4.187]\n",
            "> 7100, dA[0.065,0.030] dB[0.024,0.025] g[5.911,5.564]\n",
            "> 7101, dA[0.049,0.033] dB[0.014,0.028] g[5.197,5.316]\n",
            "> 7102, dA[0.014,0.034] dB[0.038,0.006] g[5.355,6.659]\n",
            "> 7103, dA[0.031,0.058] dB[0.009,0.031] g[4.278,4.435]\n",
            "> 7104, dA[0.017,0.042] dB[0.059,0.010] g[3.496,3.886]\n",
            "> 7105, dA[0.038,0.034] dB[0.032,0.026] g[3.169,3.511]\n",
            "> 7106, dA[0.034,0.006] dB[0.005,0.146] g[7.486,7.429]\n",
            "> 7107, dA[0.152,0.273] dB[0.031,0.039] g[4.482,3.659]\n",
            "> 7108, dA[0.007,0.014] dB[0.273,0.176] g[3.562,3.581]\n",
            "> 7109, dA[0.040,0.017] dB[0.015,0.009] g[6.380,7.128]\n",
            "> 7110, dA[0.103,0.027] dB[0.013,0.059] g[4.121,4.342]\n",
            "> 7111, dA[0.044,0.025] dB[0.139,0.075] g[3.906,4.256]\n",
            "> 7112, dA[0.020,0.060] dB[0.032,0.025] g[3.452,3.014]\n",
            "> 7113, dA[0.087,0.013] dB[0.052,0.018] g[2.883,3.978]\n",
            "> 7114, dA[0.039,0.042] dB[0.027,0.104] g[2.692,3.201]\n",
            "> 7115, dA[0.047,0.017] dB[0.060,0.013] g[7.578,8.837]\n",
            "> 7116, dA[0.012,0.024] dB[0.049,0.010] g[4.019,3.757]\n",
            "> 7117, dA[0.029,0.011] dB[0.041,0.126] g[2.740,3.080]\n",
            "> 7118, dA[0.078,0.044] dB[0.059,0.012] g[3.375,4.710]\n",
            "> 7119, dA[0.036,0.052] dB[0.103,0.075] g[3.812,3.835]\n",
            "> 7120, dA[0.093,0.016] dB[0.072,0.154] g[3.592,4.119]\n",
            "> 7121, dA[0.020,0.101] dB[0.027,0.009] g[5.006,4.318]\n",
            "> 7122, dA[0.006,0.092] dB[0.021,0.013] g[10.131,9.484]\n",
            "> 7123, dA[0.089,0.072] dB[0.013,0.013] g[5.654,7.159]\n",
            "> 7124, dA[0.018,0.011] dB[0.014,0.007] g[7.157,6.432]\n",
            "> 7125, dA[0.018,0.032] dB[0.007,0.010] g[4.038,3.943]\n",
            "> 7126, dA[0.151,0.059] dB[0.010,0.024] g[6.243,5.628]\n",
            "> 7127, dA[0.023,0.076] dB[0.038,0.037] g[4.362,3.937]\n",
            "> 7128, dA[0.010,0.070] dB[0.201,0.012] g[6.183,6.727]\n",
            "> 7129, dA[0.027,0.083] dB[0.019,0.210] g[3.137,4.829]\n",
            "> 7130, dA[0.012,0.089] dB[0.014,0.060] g[6.840,9.397]\n",
            "> 7131, dA[0.046,0.023] dB[0.035,0.063] g[5.720,5.127]\n",
            "> 7132, dA[0.013,0.026] dB[0.367,0.034] g[5.495,6.452]\n",
            "> 7133, dA[0.023,0.033] dB[0.045,0.074] g[4.105,4.676]\n",
            "> 7134, dA[0.022,0.027] dB[0.080,0.027] g[4.773,6.361]\n",
            "> 7135, dA[0.018,0.009] dB[0.213,0.159] g[3.551,4.126]\n",
            "> 7136, dA[0.087,0.072] dB[0.046,0.042] g[3.765,3.794]\n",
            "> 7137, dA[0.036,0.051] dB[0.106,0.082] g[3.279,3.451]\n",
            "> 7138, dA[0.166,0.115] dB[0.032,0.031] g[2.675,3.197]\n",
            "> 7139, dA[0.205,0.011] dB[0.027,0.030] g[3.392,4.124]\n",
            "> 7140, dA[0.258,0.271] dB[0.011,0.025] g[3.936,3.537]\n",
            "> 7141, dA[0.026,0.041] dB[0.016,0.020] g[4.216,3.502]\n",
            "> 7142, dA[0.028,0.095] dB[0.154,0.041] g[4.329,4.134]\n",
            "> 7143, dA[0.104,0.023] dB[0.120,0.054] g[2.690,3.871]\n",
            "> 7144, dA[0.141,0.109] dB[0.035,0.089] g[5.266,5.974]\n",
            "> 7145, dA[0.227,0.148] dB[0.032,0.020] g[3.216,3.879]\n",
            "> 7146, dA[0.069,0.031] dB[0.005,0.021] g[4.647,3.800]\n",
            "> 7147, dA[0.020,0.023] dB[0.016,0.037] g[7.999,7.828]\n",
            "> 7148, dA[0.016,0.058] dB[0.081,0.010] g[4.103,4.612]\n",
            "> 7149, dA[0.012,0.055] dB[0.200,0.074] g[4.826,5.564]\n",
            "> 7150, dA[0.010,0.009] dB[0.027,0.354] g[3.505,4.971]\n",
            "> 7151, dA[0.006,0.044] dB[0.032,0.008] g[3.943,3.764]\n",
            "> 7152, dA[0.049,0.005] dB[0.105,0.024] g[2.152,2.800]\n",
            "> 7153, dA[0.017,0.074] dB[0.017,0.008] g[3.784,3.587]\n",
            "> 7154, dA[0.008,0.004] dB[0.014,0.077] g[4.313,4.503]\n",
            "> 7155, dA[0.147,0.017] dB[0.015,0.030] g[3.311,3.381]\n",
            "> 7156, dA[0.049,0.031] dB[0.022,0.063] g[4.486,4.810]\n",
            "> 7157, dA[0.026,0.023] dB[0.018,0.010] g[6.717,6.856]\n",
            "> 7158, dA[0.056,0.023] dB[0.176,0.017] g[4.228,4.032]\n",
            "> 7159, dA[0.018,0.024] dB[0.011,0.036] g[7.130,6.849]\n",
            "> 7160, dA[0.028,0.035] dB[0.056,0.018] g[4.420,4.729]\n",
            "> 7161, dA[0.047,0.114] dB[0.045,0.202] g[3.375,3.515]\n",
            "> 7162, dA[0.006,0.017] dB[0.334,0.022] g[5.079,6.627]\n",
            "> 7163, dA[0.028,0.026] dB[0.009,0.059] g[4.775,5.335]\n",
            "> 7164, dA[0.226,0.032] dB[0.008,0.064] g[3.932,4.685]\n",
            "> 7165, dA[0.053,0.184] dB[0.025,0.022] g[8.901,6.999]\n",
            "> 7166, dA[0.033,0.025] dB[0.035,0.015] g[6.868,6.469]\n",
            "> 7167, dA[0.063,0.032] dB[0.006,0.009] g[6.013,5.686]\n",
            "> 7168, dA[0.250,0.022] dB[0.007,0.045] g[9.533,8.826]\n",
            "> 7169, dA[0.025,0.083] dB[0.019,0.014] g[7.094,5.904]\n",
            "> 7170, dA[0.050,0.026] dB[0.048,0.032] g[3.184,3.542]\n",
            "> 7171, dA[0.014,0.023] dB[0.010,0.021] g[3.907,4.145]\n",
            "> 7172, dA[0.085,0.036] dB[0.095,0.230] g[3.165,3.763]\n",
            "> 7173, dA[0.021,0.308] dB[0.029,0.008] g[7.592,6.396]\n",
            "> 7174, dA[0.042,0.055] dB[0.025,0.035] g[5.511,5.220]\n",
            "> 7175, dA[0.036,0.021] dB[0.016,0.015] g[5.359,6.216]\n",
            "> 7176, dA[0.249,0.015] dB[0.008,0.070] g[3.365,3.773]\n",
            "> 7177, dA[0.031,0.303] dB[0.084,0.134] g[3.213,3.211]\n",
            "> 7178, dA[0.069,0.007] dB[0.011,0.025] g[5.986,6.087]\n",
            "> 7179, dA[0.070,0.049] dB[0.064,0.031] g[4.316,3.752]\n",
            "> 7180, dA[0.178,0.027] dB[0.015,0.013] g[4.417,4.359]\n",
            "> 7181, dA[0.018,0.088] dB[0.052,0.019] g[3.267,2.904]\n",
            "> 7182, dA[0.011,0.011] dB[0.020,0.072] g[5.469,6.757]\n",
            "> 7183, dA[0.024,0.021] dB[0.011,0.011] g[4.772,5.465]\n",
            "> 7184, dA[0.045,0.009] dB[0.063,0.023] g[3.252,3.464]\n",
            "> 7185, dA[0.007,0.017] dB[0.070,0.016] g[3.294,3.028]\n",
            "> 7186, dA[0.057,0.097] dB[0.037,0.054] g[2.922,3.327]\n",
            "> 7187, dA[0.021,0.051] dB[0.007,0.139] g[3.112,3.321]\n",
            "> 7188, dA[0.193,0.037] dB[0.085,0.106] g[3.238,4.460]\n",
            "> 7189, dA[0.012,0.039] dB[0.016,0.017] g[3.914,3.519]\n",
            "> 7190, dA[0.010,0.007] dB[0.007,0.006] g[4.892,4.332]\n",
            "> 7191, dA[0.039,0.021] dB[0.014,0.012] g[7.143,8.553]\n",
            "> 7192, dA[0.016,0.012] dB[0.175,0.051] g[3.538,3.209]\n",
            "> 7193, dA[0.035,0.022] dB[0.010,0.054] g[3.998,4.690]\n",
            "> 7194, dA[0.012,0.087] dB[0.012,0.037] g[5.623,4.954]\n",
            "> 7195, dA[0.006,0.006] dB[0.032,0.033] g[9.972,9.232]\n",
            "> 7196, dA[0.017,0.023] dB[0.018,0.017] g[7.558,6.485]\n",
            "> 7197, dA[0.019,0.041] dB[0.085,0.119] g[5.769,6.532]\n",
            "> 7198, dA[0.017,0.014] dB[0.079,0.030] g[3.517,4.103]\n",
            "> 7199, dA[0.287,0.024] dB[0.013,0.061] g[3.656,4.965]\n",
            "> 7200, dA[0.045,0.156] dB[0.009,0.008] g[6.108,4.941]\n",
            "> 7201, dA[0.117,0.504] dB[0.012,0.018] g[7.389,5.710]\n",
            "> 7202, dA[0.256,0.069] dB[0.032,0.033] g[3.215,3.162]\n",
            "> 7203, dA[0.167,0.067] dB[0.014,0.063] g[3.938,4.205]\n",
            "> 7204, dA[0.177,0.010] dB[0.012,0.010] g[3.756,4.277]\n",
            "> 7205, dA[0.039,0.114] dB[0.020,0.023] g[3.626,3.542]\n",
            "> 7206, dA[0.021,0.146] dB[0.040,0.019] g[4.193,3.734]\n",
            "> 7207, dA[0.036,0.014] dB[0.028,0.009] g[6.247,7.057]\n",
            "> 7208, dA[0.082,0.111] dB[0.008,0.012] g[4.444,5.675]\n",
            "> 7209, dA[0.011,0.020] dB[0.158,0.039] g[4.596,4.546]\n",
            "> 7210, dA[0.308,0.026] dB[0.037,0.079] g[3.444,4.002]\n",
            "> 7211, dA[0.026,0.086] dB[0.023,0.008] g[3.801,3.668]\n",
            "> 7212, dA[0.080,0.253] dB[0.012,0.028] g[3.561,3.699]\n",
            "> 7213, dA[0.011,0.162] dB[0.008,0.007] g[4.993,5.536]\n",
            "> 7214, dA[0.166,0.017] dB[0.013,0.020] g[4.345,5.969]\n",
            "> 7215, dA[0.103,0.013] dB[0.037,0.083] g[3.621,5.184]\n",
            "> 7216, dA[0.042,0.029] dB[0.022,0.017] g[3.687,4.054]\n",
            "> 7217, dA[0.071,0.271] dB[0.053,0.049] g[3.474,3.853]\n",
            "> 7218, dA[0.024,0.079] dB[0.053,0.125] g[4.437,3.865]\n",
            "> 7219, dA[0.238,0.035] dB[0.008,0.037] g[7.729,6.711]\n",
            "> 7220, dA[0.121,0.096] dB[0.005,0.028] g[10.982,9.259]\n",
            "> 7221, dA[0.019,0.022] dB[0.006,0.022] g[6.558,5.526]\n",
            "> 7222, dA[0.059,0.045] dB[0.243,0.013] g[4.279,3.587]\n",
            "> 7223, dA[0.077,0.047] dB[0.023,0.156] g[3.610,4.159]\n",
            "> 7224, dA[0.064,0.035] dB[0.012,0.016] g[3.383,3.509]\n",
            "> 7225, dA[0.051,0.052] dB[0.037,0.131] g[3.036,3.449]\n",
            "> 7226, dA[0.054,0.177] dB[0.013,0.045] g[8.356,7.103]\n",
            "> 7227, dA[0.031,0.044] dB[0.017,0.010] g[8.496,9.402]\n",
            "> 7228, dA[0.055,0.045] dB[0.028,0.152] g[2.657,4.069]\n",
            "> 7229, dA[0.240,0.055] dB[0.139,0.011] g[3.349,3.641]\n",
            "> 7230, dA[0.035,0.055] dB[0.042,0.046] g[4.189,4.644]\n",
            "> 7231, dA[0.026,0.017] dB[0.017,0.046] g[5.927,5.876]\n",
            "> 7232, dA[0.150,0.070] dB[0.020,0.062] g[5.296,6.029]\n",
            "> 7233, dA[0.036,0.025] dB[0.158,0.020] g[4.397,4.504]\n",
            "> 7234, dA[0.017,0.036] dB[0.023,0.019] g[4.403,4.800]\n",
            "> 7235, dA[0.064,0.066] dB[0.015,0.016] g[6.237,4.989]\n",
            "> 7236, dA[0.028,0.024] dB[0.022,0.012] g[7.153,6.716]\n",
            "> 7237, dA[0.048,0.075] dB[0.020,0.015] g[4.245,3.754]\n",
            "> 7238, dA[0.011,0.014] dB[0.008,0.025] g[4.778,4.584]\n",
            "> 7239, dA[0.012,0.020] dB[0.031,0.015] g[3.801,4.141]\n",
            "> 7240, dA[0.015,0.017] dB[0.015,0.019] g[5.879,6.075]\n",
            "> 7241, dA[0.227,0.012] dB[0.008,0.016] g[6.923,6.501]\n",
            "> 7242, dA[0.047,0.084] dB[0.177,0.068] g[4.018,4.047]\n",
            "> 7243, dA[0.013,0.141] dB[0.028,0.009] g[6.310,6.632]\n",
            "> 7244, dA[0.044,0.020] dB[0.022,0.029] g[4.608,4.870]\n",
            "> 7245, dA[0.078,0.019] dB[0.016,0.029] g[7.474,6.363]\n",
            "> 7246, dA[0.024,0.061] dB[0.163,0.010] g[3.819,3.308]\n",
            "> 7247, dA[0.026,0.011] dB[0.008,0.132] g[3.943,4.311]\n",
            "> 7248, dA[0.011,0.016] dB[0.035,0.021] g[6.565,9.058]\n",
            "> 7249, dA[0.015,0.029] dB[0.017,0.017] g[8.644,7.124]\n",
            "> 7250, dA[0.078,0.095] dB[0.079,0.018] g[3.204,3.204]\n",
            "> 7251, dA[0.036,0.162] dB[0.010,0.028] g[6.570,6.136]\n",
            "> 7252, dA[0.036,0.015] dB[0.013,0.030] g[5.201,7.315]\n",
            "> 7253, dA[0.059,0.017] dB[0.018,0.096] g[3.630,5.226]\n",
            "> 7254, dA[0.023,0.026] dB[0.036,0.081] g[5.411,5.172]\n",
            "> 7255, dA[0.017,0.007] dB[0.095,0.151] g[3.333,4.120]\n",
            "> 7256, dA[0.010,0.010] dB[0.024,0.168] g[3.565,4.312]\n",
            "> 7257, dA[0.016,0.011] dB[0.199,0.017] g[4.478,5.021]\n",
            "> 7258, dA[0.005,0.035] dB[0.003,0.225] g[5.381,6.759]\n",
            "> 7259, dA[0.006,0.022] dB[0.033,0.023] g[6.590,7.126]\n",
            "> 7260, dA[0.052,0.038] dB[0.016,0.020] g[6.638,4.963]\n",
            "> 7261, dA[0.010,0.008] dB[0.019,0.014] g[8.096,7.431]\n",
            "> 7262, dA[0.023,0.011] dB[0.024,0.012] g[3.641,4.731]\n",
            "> 7263, dA[0.068,0.009] dB[0.010,0.113] g[3.881,4.521]\n",
            "> 7264, dA[0.037,0.031] dB[0.074,0.017] g[3.387,3.447]\n",
            "> 7265, dA[0.026,0.008] dB[0.206,0.034] g[5.370,6.600]\n",
            "> 7266, dA[0.153,0.127] dB[0.051,0.058] g[2.930,4.059]\n",
            "> 7267, dA[0.008,0.011] dB[0.012,0.034] g[6.606,7.037]\n",
            "> 7268, dA[0.006,0.010] dB[0.041,0.071] g[4.870,5.742]\n",
            "> 7269, dA[0.025,0.044] dB[0.007,0.058] g[8.111,6.400]\n",
            "> 7270, dA[0.050,0.097] dB[0.004,0.030] g[9.060,7.522]\n",
            "> 7271, dA[0.014,0.058] dB[0.045,0.200] g[3.584,4.130]\n",
            "> 7272, dA[0.015,0.016] dB[0.087,0.012] g[3.293,3.248]\n",
            "> 7273, dA[0.016,0.073] dB[0.078,0.119] g[3.127,3.373]\n",
            "> 7274, dA[0.008,0.035] dB[0.047,0.126] g[5.210,6.929]\n",
            "> 7275, dA[0.057,0.023] dB[0.087,0.019] g[4.299,3.780]\n",
            "> 7276, dA[0.028,0.028] dB[0.014,0.010] g[5.922,5.270]\n",
            "> 7277, dA[0.009,0.011] dB[0.017,0.010] g[4.704,5.596]\n",
            "> 7278, dA[0.187,0.013] dB[0.060,0.062] g[2.434,2.984]\n",
            "> 7279, dA[0.036,0.067] dB[0.013,0.112] g[4.731,5.130]\n",
            "> 7280, dA[0.005,0.009] dB[0.080,0.008] g[5.503,6.493]\n",
            "> 7281, dA[0.065,0.011] dB[0.012,0.018] g[3.896,4.589]\n",
            "> 7282, dA[0.009,0.066] dB[0.022,0.036] g[5.562,5.484]\n",
            "> 7283, dA[0.078,0.090] dB[0.026,0.030] g[3.333,3.320]\n",
            "> 7284, dA[0.014,0.070] dB[0.165,0.082] g[3.253,3.985]\n",
            "> 7285, dA[0.064,0.050] dB[0.058,0.083] g[3.023,3.611]\n",
            "> 7286, dA[0.008,0.010] dB[0.028,0.017] g[5.991,7.022]\n",
            "> 7287, dA[0.032,0.176] dB[0.018,0.018] g[4.055,3.858]\n",
            "> 7288, dA[0.417,0.036] dB[0.125,0.042] g[3.229,3.421]\n",
            "> 7289, dA[0.037,0.149] dB[0.010,0.156] g[3.109,3.975]\n",
            "> 7290, dA[0.008,0.080] dB[0.016,0.033] g[2.636,2.910]\n",
            "> 7291, dA[0.057,0.051] dB[0.143,0.097] g[3.633,3.627]\n",
            "> 7292, dA[0.064,0.013] dB[0.049,0.029] g[3.961,4.803]\n",
            "> 7293, dA[0.005,0.015] dB[0.032,0.055] g[4.078,6.127]\n",
            "> 7294, dA[0.155,0.108] dB[0.055,0.035] g[3.443,3.833]\n",
            "> 7295, dA[0.016,0.031] dB[0.108,0.059] g[3.831,4.452]\n",
            "> 7296, dA[0.110,0.066] dB[0.055,0.041] g[5.411,5.235]\n",
            "> 7297, dA[0.006,0.025] dB[0.015,0.012] g[3.618,3.951]\n",
            "> 7298, dA[0.018,0.018] dB[0.015,0.043] g[6.144,6.642]\n",
            "> 7299, dA[0.018,0.100] dB[0.039,0.067] g[4.144,4.239]\n",
            "> 7300, dA[0.007,0.013] dB[0.017,0.036] g[5.238,5.824]\n",
            "> 7301, dA[0.084,0.044] dB[0.066,0.018] g[3.956,3.479]\n",
            "> 7302, dA[0.006,0.029] dB[0.060,0.040] g[4.041,4.606]\n",
            "> 7303, dA[0.008,0.025] dB[0.013,0.058] g[3.515,4.105]\n",
            "> 7304, dA[0.011,0.060] dB[0.008,0.015] g[4.033,4.618]\n",
            "> 7305, dA[0.031,0.028] dB[0.007,0.043] g[8.728,8.767]\n",
            "> 7306, dA[0.032,0.072] dB[0.022,0.100] g[5.101,7.319]\n",
            "> 7307, dA[0.043,0.076] dB[0.121,0.015] g[6.602,5.254]\n",
            "> 7308, dA[0.047,0.019] dB[0.007,0.050] g[7.198,5.774]\n",
            "> 7309, dA[0.057,0.030] dB[0.030,0.029] g[4.087,3.835]\n",
            "> 7310, dA[0.008,0.051] dB[0.030,0.014] g[4.684,4.846]\n",
            "> 7311, dA[0.007,0.010] dB[0.080,0.016] g[4.101,4.206]\n",
            "> 7312, dA[0.177,0.011] dB[0.035,0.018] g[6.028,5.775]\n",
            "> 7313, dA[0.034,0.027] dB[0.031,0.015] g[3.164,3.417]\n",
            "> 7314, dA[0.021,0.012] dB[0.018,0.014] g[3.728,4.144]\n",
            "> 7315, dA[0.009,0.015] dB[0.005,0.022] g[4.021,4.405]\n",
            "> 7316, dA[0.022,0.021] dB[0.011,0.059] g[2.590,3.065]\n",
            "> 7317, dA[0.014,0.334] dB[0.020,0.032] g[3.430,3.315]\n",
            "> 7318, dA[0.087,0.041] dB[0.006,0.018] g[3.790,4.598]\n",
            "> 7319, dA[0.091,0.015] dB[0.010,0.011] g[4.947,5.336]\n",
            "> 7320, dA[0.009,0.027] dB[0.010,0.032] g[4.654,5.131]\n",
            "> 7321, dA[0.008,0.026] dB[0.025,0.016] g[3.157,3.148]\n",
            "> 7322, dA[0.013,0.019] dB[0.015,0.056] g[3.820,4.873]\n",
            "> 7323, dA[0.078,0.005] dB[0.015,0.017] g[6.029,5.116]\n",
            "> 7324, dA[0.027,0.032] dB[0.024,0.080] g[4.293,4.426]\n",
            "> 7325, dA[0.040,0.037] dB[0.018,0.007] g[3.942,3.963]\n",
            "> 7326, dA[0.020,0.196] dB[0.162,0.016] g[3.581,2.828]\n",
            "> 7327, dA[0.082,0.133] dB[0.030,0.056] g[3.657,5.040]\n",
            "> 7328, dA[0.007,0.016] dB[0.111,0.109] g[5.725,7.218]\n",
            "> 7329, dA[0.007,0.013] dB[0.059,0.017] g[5.935,5.792]\n",
            "> 7330, dA[0.028,0.020] dB[0.030,0.022] g[4.159,4.122]\n",
            "> 7331, dA[0.092,0.057] dB[0.053,0.052] g[2.990,4.735]\n",
            "> 7332, dA[0.016,0.031] dB[0.060,0.015] g[4.716,6.107]\n",
            "> 7333, dA[0.135,0.035] dB[0.065,0.031] g[3.415,2.874]\n",
            "> 7334, dA[0.075,0.020] dB[0.043,0.012] g[4.738,4.851]\n",
            "> 7335, dA[0.005,0.007] dB[0.016,0.018] g[4.943,5.721]\n",
            "> 7336, dA[0.014,0.007] dB[0.006,0.017] g[9.076,9.021]\n",
            "> 7337, dA[0.065,0.031] dB[0.070,0.061] g[3.976,4.247]\n",
            "> 7338, dA[0.045,0.029] dB[0.007,0.016] g[5.042,5.173]\n",
            "> 7339, dA[0.008,0.043] dB[0.016,0.008] g[6.659,5.367]\n",
            "> 7340, dA[0.015,0.066] dB[0.011,0.016] g[3.906,4.290]\n",
            "> 7341, dA[0.026,0.007] dB[0.026,0.005] g[3.461,3.989]\n",
            "> 7342, dA[0.408,0.088] dB[0.020,0.031] g[3.393,4.018]\n",
            "> 7343, dA[0.010,0.011] dB[0.022,0.020] g[5.390,5.352]\n",
            "> 7344, dA[0.117,0.076] dB[0.014,0.025] g[5.998,4.654]\n",
            "> 7345, dA[0.038,0.075] dB[0.010,0.009] g[5.574,5.778]\n",
            "> 7346, dA[0.009,0.022] dB[0.048,0.019] g[3.440,3.437]\n",
            "> 7347, dA[0.116,0.012] dB[0.005,0.064] g[4.369,5.304]\n",
            "> 7348, dA[0.025,0.011] dB[0.158,0.027] g[5.554,6.266]\n",
            "> 7349, dA[0.121,0.027] dB[0.023,0.052] g[3.698,4.146]\n",
            "> 7350, dA[0.082,0.124] dB[0.114,0.065] g[7.121,8.587]\n",
            "> 7351, dA[0.044,0.039] dB[0.020,0.020] g[4.053,3.989]\n",
            "> 7352, dA[0.148,0.025] dB[0.019,0.011] g[5.168,5.330]\n",
            "> 7353, dA[0.013,0.013] dB[0.020,0.013] g[4.310,4.750]\n",
            "> 7354, dA[0.029,0.007] dB[0.005,0.120] g[4.257,4.356]\n",
            "> 7355, dA[0.021,0.018] dB[0.021,0.049] g[4.749,4.194]\n",
            "> 7356, dA[0.025,0.009] dB[0.106,0.107] g[4.158,4.417]\n",
            "> 7357, dA[0.026,0.009] dB[0.013,0.048] g[6.305,5.168]\n",
            "> 7358, dA[0.017,0.114] dB[0.027,0.078] g[12.242,8.986]\n",
            "> 7359, dA[0.006,0.042] dB[0.027,0.073] g[5.762,5.683]\n",
            "> 7360, dA[0.008,0.024] dB[0.013,0.070] g[10.284,10.562]\n",
            "> 7361, dA[0.014,0.010] dB[0.158,0.077] g[3.895,5.144]\n",
            "> 7362, dA[0.009,0.023] dB[0.077,0.026] g[5.642,6.388]\n",
            "> 7363, dA[0.009,0.014] dB[0.064,0.029] g[3.771,4.781]\n",
            "> 7364, dA[0.005,0.025] dB[0.091,0.033] g[7.688,7.850]\n",
            "> 7365, dA[0.013,0.040] dB[0.179,0.042] g[5.394,6.839]\n",
            "> 7366, dA[0.020,0.007] dB[0.028,0.226] g[3.918,4.717]\n",
            "> 7367, dA[0.006,0.014] dB[0.106,0.033] g[4.061,5.122]\n",
            "> 7368, dA[0.008,0.006] dB[0.016,0.010] g[4.211,5.714]\n",
            "> 7369, dA[0.006,0.095] dB[0.064,0.058] g[4.057,4.513]\n",
            "> 7370, dA[0.293,0.012] dB[0.127,0.131] g[4.218,5.316]\n",
            "> 7371, dA[0.124,0.074] dB[0.083,0.014] g[3.193,3.837]\n",
            "> 7372, dA[0.014,0.257] dB[0.013,0.112] g[2.884,2.861]\n",
            "> 7373, dA[0.016,0.057] dB[0.130,0.028] g[4.644,4.534]\n",
            "> 7374, dA[0.057,0.045] dB[0.015,0.022] g[3.231,4.212]\n",
            "> 7375, dA[0.009,0.072] dB[0.047,0.021] g[9.200,7.920]\n",
            "> 7376, dA[0.100,0.011] dB[0.039,0.014] g[4.332,4.748]\n",
            "> 7377, dA[0.129,0.188] dB[0.009,0.047] g[3.742,3.039]\n",
            "> 7378, dA[0.015,0.039] dB[0.010,0.065] g[2.694,2.940]\n",
            "> 7379, dA[0.107,0.065] dB[0.083,0.039] g[3.014,2.984]\n",
            "> 7380, dA[0.014,0.013] dB[0.063,0.129] g[2.860,3.600]\n",
            "> 7381, dA[0.019,0.027] dB[0.122,0.020] g[3.676,3.708]\n",
            "> 7382, dA[0.131,0.062] dB[0.032,0.020] g[3.023,3.516]\n",
            "> 7383, dA[0.037,0.010] dB[0.014,0.055] g[4.229,4.415]\n",
            "> 7384, dA[0.094,0.006] dB[0.016,0.047] g[4.137,3.918]\n",
            "> 7385, dA[0.013,0.034] dB[0.045,0.102] g[4.800,5.764]\n",
            "> 7386, dA[0.023,0.016] dB[0.066,0.077] g[4.002,4.219]\n",
            "> 7387, dA[0.010,0.019] dB[0.010,0.029] g[5.225,5.860]\n",
            "> 7388, dA[0.033,0.012] dB[0.014,0.018] g[5.401,5.693]\n",
            "> 7389, dA[0.022,0.035] dB[0.080,0.111] g[3.579,3.575]\n",
            "> 7390, dA[0.008,0.005] dB[0.022,0.230] g[4.047,5.740]\n",
            "> 7391, dA[0.148,0.021] dB[0.050,0.058] g[4.098,4.357]\n",
            "> 7392, dA[0.042,0.079] dB[0.252,0.035] g[3.995,3.980]\n",
            "> 7393, dA[0.019,0.007] dB[0.146,0.100] g[2.779,3.405]\n",
            "> 7394, dA[0.065,0.012] dB[0.011,0.018] g[11.038,9.152]\n",
            "> 7395, dA[0.010,0.021] dB[0.175,0.026] g[5.602,6.058]\n",
            "> 7396, dA[0.009,0.050] dB[0.036,0.082] g[2.897,3.399]\n",
            "> 7397, dA[0.094,0.034] dB[0.056,0.014] g[3.130,3.588]\n",
            "> 7398, dA[0.039,0.024] dB[0.021,0.018] g[3.532,3.586]\n",
            "> 7399, dA[0.073,0.084] dB[0.069,0.120] g[3.086,3.859]\n",
            "> 7400, dA[0.027,0.014] dB[0.041,0.030] g[3.258,3.119]\n",
            "> 7401, dA[0.021,0.024] dB[0.044,0.014] g[4.611,5.524]\n",
            "> 7402, dA[0.010,0.009] dB[0.037,0.063] g[6.456,6.218]\n",
            "> 7403, dA[0.012,0.026] dB[0.064,0.079] g[3.755,3.834]\n",
            "> 7404, dA[0.025,0.069] dB[0.206,0.028] g[3.083,2.651]\n",
            "> 7405, dA[0.007,0.271] dB[0.017,0.314] g[2.605,2.687]\n",
            "> 7406, dA[0.167,0.009] dB[0.007,0.018] g[5.396,5.311]\n",
            "> 7407, dA[0.179,0.052] dB[0.057,0.047] g[5.277,4.617]\n",
            "> 7408, dA[0.024,0.026] dB[0.007,0.013] g[4.904,4.852]\n",
            "> 7409, dA[0.014,0.026] dB[0.012,0.027] g[3.433,3.310]\n",
            "> 7410, dA[0.054,0.017] dB[0.078,0.039] g[2.423,3.228]\n",
            "> 7411, dA[0.012,0.038] dB[0.026,0.057] g[5.076,6.428]\n",
            "> 7412, dA[0.005,0.023] dB[0.011,0.023] g[2.981,4.953]\n",
            "> 7413, dA[0.057,0.028] dB[0.057,0.078] g[4.329,5.322]\n",
            "> 7414, dA[0.004,0.129] dB[0.016,0.016] g[3.545,4.071]\n",
            "> 7415, dA[0.085,0.047] dB[0.011,0.016] g[3.768,4.846]\n",
            "> 7416, dA[0.006,0.059] dB[0.034,0.079] g[5.660,7.003]\n",
            "> 7417, dA[0.078,0.016] dB[0.165,0.076] g[3.297,4.246]\n",
            "> 7418, dA[0.011,0.006] dB[0.025,0.035] g[4.435,4.786]\n",
            "> 7419, dA[0.066,0.123] dB[0.013,0.111] g[3.457,3.281]\n",
            "> 7420, dA[0.009,0.060] dB[0.252,0.008] g[4.621,4.627]\n",
            "> 7421, dA[0.126,0.015] dB[0.074,0.153] g[5.110,5.270]\n",
            "> 7422, dA[0.031,0.031] dB[0.021,0.021] g[6.076,6.778]\n",
            "> 7423, dA[0.008,0.009] dB[0.047,0.019] g[5.025,4.373]\n",
            "> 7424, dA[0.036,0.009] dB[0.006,0.032] g[6.223,5.094]\n",
            "> 7425, dA[0.010,0.033] dB[0.025,0.021] g[3.070,2.738]\n",
            "> 7426, dA[0.020,0.011] dB[0.121,0.071] g[4.252,4.520]\n",
            "> 7427, dA[0.219,0.009] dB[0.008,0.089] g[2.665,3.625]\n",
            "> 7428, dA[0.126,0.334] dB[0.013,0.009] g[2.578,2.614]\n",
            "> 7429, dA[0.024,0.064] dB[0.039,0.044] g[2.495,2.528]\n",
            "> 7430, dA[0.019,0.019] dB[0.014,0.028] g[4.039,4.004]\n",
            "> 7431, dA[0.021,0.031] dB[0.032,0.062] g[3.281,3.880]\n",
            "> 7432, dA[0.106,0.015] dB[0.040,0.019] g[4.084,5.146]\n",
            "> 7433, dA[0.009,0.012] dB[0.014,0.008] g[10.645,8.065]\n",
            "> 7434, dA[0.031,0.020] dB[0.019,0.011] g[5.248,5.042]\n",
            "> 7435, dA[0.017,0.064] dB[0.087,0.059] g[4.178,3.959]\n",
            "> 7436, dA[0.267,0.085] dB[0.008,0.081] g[3.565,3.717]\n",
            "> 7437, dA[0.032,0.084] dB[0.015,0.009] g[5.323,5.519]\n",
            "> 7438, dA[0.009,0.033] dB[0.015,0.058] g[6.178,7.235]\n",
            "> 7439, dA[0.008,0.030] dB[0.322,0.008] g[4.090,4.112]\n",
            "> 7440, dA[0.010,0.011] dB[0.025,0.019] g[7.557,8.101]\n",
            "> 7441, dA[0.012,0.022] dB[0.021,0.152] g[2.639,3.570]\n",
            "> 7442, dA[0.023,0.079] dB[0.028,0.031] g[5.532,4.854]\n",
            "> 7443, dA[0.049,0.126] dB[0.321,0.027] g[4.288,3.413]\n",
            "> 7444, dA[0.015,0.047] dB[0.021,0.054] g[7.182,8.126]\n",
            "> 7445, dA[0.088,0.018] dB[0.079,0.017] g[3.827,3.807]\n",
            "> 7446, dA[0.054,0.106] dB[0.028,0.137] g[5.142,4.731]\n",
            "> 7447, dA[0.026,0.006] dB[0.044,0.159] g[3.917,5.418]\n",
            "> 7448, dA[0.009,0.008] dB[0.311,0.017] g[4.428,4.212]\n",
            "> 7449, dA[0.006,0.034] dB[0.112,0.021] g[3.812,4.536]\n",
            "> 7450, dA[0.091,0.036] dB[0.031,0.206] g[2.492,3.821]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_007450.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_007450.h5\n",
            "> 7451, dA[0.034,0.012] dB[0.016,0.062] g[3.592,5.163]\n",
            "> 7452, dA[0.055,0.053] dB[0.076,0.026] g[3.627,3.927]\n",
            "> 7453, dA[0.010,0.048] dB[0.038,0.016] g[4.188,4.904]\n",
            "> 7454, dA[0.007,0.009] dB[0.005,0.028] g[4.037,4.324]\n",
            "> 7455, dA[0.021,0.018] dB[0.014,0.030] g[8.671,8.594]\n",
            "> 7456, dA[0.004,0.020] dB[0.101,0.010] g[3.079,4.312]\n",
            "> 7457, dA[0.022,0.009] dB[0.022,0.112] g[3.260,3.743]\n",
            "> 7458, dA[0.038,0.133] dB[0.091,0.303] g[2.643,3.288]\n",
            "> 7459, dA[0.013,0.008] dB[0.086,0.021] g[3.939,4.418]\n",
            "> 7460, dA[0.181,0.016] dB[0.028,0.014] g[7.348,6.782]\n",
            "> 7461, dA[0.029,0.026] dB[0.016,0.072] g[6.031,5.927]\n",
            "> 7462, dA[0.015,0.020] dB[0.028,0.065] g[4.272,6.182]\n",
            "> 7463, dA[0.094,0.008] dB[0.017,0.045] g[3.725,4.263]\n",
            "> 7464, dA[0.054,0.047] dB[0.027,0.037] g[3.222,3.799]\n",
            "> 7465, dA[0.022,0.231] dB[0.012,0.018] g[3.607,3.346]\n",
            "> 7466, dA[0.035,0.078] dB[0.045,0.020] g[4.672,5.220]\n",
            "> 7467, dA[0.031,0.119] dB[0.018,0.017] g[5.237,7.429]\n",
            "> 7468, dA[0.086,0.079] dB[0.011,0.019] g[4.111,3.761]\n",
            "> 7469, dA[0.011,0.008] dB[0.110,0.024] g[3.810,4.162]\n",
            "> 7470, dA[0.024,0.022] dB[0.016,0.012] g[8.567,7.936]\n",
            "> 7471, dA[0.009,0.006] dB[0.041,0.027] g[2.974,3.761]\n",
            "> 7472, dA[0.069,0.018] dB[0.056,0.060] g[3.135,3.706]\n",
            "> 7473, dA[0.044,0.062] dB[0.049,0.059] g[3.066,3.270]\n",
            "> 7474, dA[0.067,0.006] dB[0.034,0.024] g[4.667,4.932]\n",
            "> 7475, dA[0.008,0.015] dB[0.049,0.111] g[3.634,3.667]\n",
            "> 7476, dA[0.008,0.021] dB[0.018,0.021] g[7.630,8.360]\n",
            "> 7477, dA[0.298,0.073] dB[0.012,0.019] g[4.121,4.658]\n",
            "> 7478, dA[0.043,0.242] dB[0.051,0.035] g[3.897,4.264]\n",
            "> 7479, dA[0.035,0.015] dB[0.014,0.016] g[6.102,5.828]\n",
            "> 7480, dA[0.011,0.013] dB[0.069,0.032] g[3.670,3.641]\n",
            "> 7481, dA[0.025,0.021] dB[0.009,0.018] g[4.368,5.185]\n",
            "> 7482, dA[0.016,0.022] dB[0.017,0.011] g[4.193,4.044]\n",
            "> 7483, dA[0.022,0.029] dB[0.011,0.019] g[5.873,5.390]\n",
            "> 7484, dA[0.006,0.011] dB[0.050,0.010] g[5.408,6.909]\n",
            "> 7485, dA[0.012,0.018] dB[0.042,0.394] g[4.541,6.448]\n",
            "> 7486, dA[0.008,0.013] dB[0.030,0.028] g[5.256,5.774]\n",
            "> 7487, dA[0.011,0.007] dB[0.029,0.022] g[4.724,5.249]\n",
            "> 7488, dA[0.005,0.009] dB[0.158,0.027] g[6.892,8.758]\n",
            "> 7489, dA[0.004,0.008] dB[0.053,0.188] g[3.032,3.226]\n",
            "> 7490, dA[0.072,0.012] dB[0.048,0.234] g[2.652,4.031]\n",
            "> 7491, dA[0.012,0.020] dB[0.074,0.017] g[3.261,3.564]\n",
            "> 7492, dA[0.031,0.007] dB[0.032,0.037] g[4.807,5.129]\n",
            "> 7493, dA[0.032,0.009] dB[0.078,0.022] g[4.182,3.953]\n",
            "> 7494, dA[0.092,0.017] dB[0.056,0.090] g[3.088,3.445]\n",
            "> 7495, dA[0.010,0.004] dB[0.044,0.051] g[3.804,3.883]\n",
            "> 7496, dA[0.040,0.067] dB[0.014,0.019] g[3.984,3.488]\n",
            "> 7497, dA[0.025,0.010] dB[0.028,0.026] g[3.939,3.668]\n",
            "> 7498, dA[0.008,0.030] dB[0.032,0.100] g[3.217,3.655]\n",
            "> 7499, dA[0.013,0.016] dB[0.176,0.012] g[3.566,2.980]\n",
            "> 7500, dA[0.004,0.051] dB[0.139,0.062] g[3.320,2.816]\n",
            "> 7501, dA[0.105,0.018] dB[0.081,0.042] g[3.958,5.042]\n",
            "> 7502, dA[0.017,0.032] dB[0.014,0.015] g[3.796,4.279]\n",
            "> 7503, dA[0.015,0.042] dB[0.079,0.037] g[5.206,5.892]\n",
            "> 7504, dA[0.010,0.018] dB[0.017,0.028] g[7.036,5.741]\n",
            "> 7505, dA[0.018,0.014] dB[0.027,0.014] g[7.777,8.753]\n",
            "> 7506, dA[0.009,0.009] dB[0.014,0.119] g[4.445,4.737]\n",
            "> 7507, dA[0.008,0.011] dB[0.134,0.042] g[4.310,4.836]\n",
            "> 7508, dA[0.006,0.028] dB[0.027,0.015] g[7.483,6.352]\n",
            "> 7509, dA[0.014,0.069] dB[0.029,0.028] g[8.295,10.106]\n",
            "> 7510, dA[0.059,0.008] dB[0.028,0.034] g[5.330,5.552]\n",
            "> 7511, dA[0.023,0.010] dB[0.042,0.025] g[3.544,4.682]\n",
            "> 7512, dA[0.012,0.007] dB[0.007,0.051] g[4.464,5.754]\n",
            "> 7513, dA[0.024,0.075] dB[0.106,0.023] g[4.157,4.546]\n",
            "> 7514, dA[0.007,0.007] dB[0.032,0.011] g[4.609,5.427]\n",
            "> 7515, dA[0.006,0.016] dB[0.011,0.011] g[7.278,6.530]\n",
            "> 7516, dA[0.091,0.031] dB[0.014,0.008] g[4.513,4.725]\n",
            "> 7517, dA[0.014,0.036] dB[0.011,0.027] g[6.422,6.147]\n",
            "> 7518, dA[0.039,0.028] dB[0.080,0.016] g[5.760,5.776]\n",
            "> 7519, dA[0.029,0.160] dB[0.095,0.066] g[2.605,3.346]\n",
            "> 7520, dA[0.009,0.020] dB[0.012,0.081] g[3.237,4.542]\n",
            "> 7521, dA[0.009,0.012] dB[0.016,0.012] g[6.613,9.444]\n",
            "> 7522, dA[0.336,0.093] dB[0.003,0.027] g[4.609,4.482]\n",
            "> 7523, dA[0.022,0.014] dB[0.012,0.010] g[5.397,5.519]\n",
            "> 7524, dA[0.028,0.031] dB[0.057,0.006] g[3.063,3.981]\n",
            "> 7525, dA[0.012,0.021] dB[0.021,0.088] g[3.366,3.553]\n",
            "> 7526, dA[0.007,0.016] dB[0.014,0.018] g[3.836,4.445]\n",
            "> 7527, dA[0.011,0.011] dB[0.005,0.031] g[3.245,3.644]\n",
            "> 7528, dA[0.032,0.006] dB[0.004,0.017] g[11.381,9.094]\n",
            "> 7529, dA[0.056,0.014] dB[0.009,0.025] g[5.045,5.400]\n",
            "> 7530, dA[0.014,0.020] dB[0.221,0.021] g[3.879,3.526]\n",
            "> 7531, dA[0.255,0.169] dB[0.162,0.134] g[3.007,4.039]\n",
            "> 7532, dA[0.121,0.008] dB[0.040,0.052] g[3.609,3.549]\n",
            "> 7533, dA[0.052,0.075] dB[0.024,0.027] g[2.602,2.876]\n",
            "> 7534, dA[0.027,0.018] dB[0.010,0.076] g[5.188,5.504]\n",
            "> 7535, dA[0.048,0.065] dB[0.022,0.021] g[3.880,3.641]\n",
            "> 7536, dA[0.006,0.005] dB[0.021,0.018] g[9.285,9.076]\n",
            "> 7537, dA[0.118,0.050] dB[0.014,0.044] g[4.329,4.099]\n",
            "> 7538, dA[0.082,0.103] dB[0.037,0.147] g[2.753,3.684]\n",
            "> 7539, dA[0.023,0.014] dB[0.058,0.037] g[4.220,4.028]\n",
            "> 7540, dA[0.068,0.050] dB[0.008,0.056] g[5.625,4.941]\n",
            "> 7541, dA[0.011,0.014] dB[0.288,0.028] g[4.296,5.058]\n",
            "> 7542, dA[0.035,0.012] dB[0.059,0.020] g[3.075,2.840]\n",
            "> 7543, dA[0.027,0.028] dB[0.009,0.021] g[4.854,5.857]\n",
            "> 7544, dA[0.007,0.088] dB[0.015,0.080] g[3.601,3.752]\n",
            "> 7545, dA[0.032,0.029] dB[0.007,0.012] g[6.547,7.848]\n",
            "> 7546, dA[0.362,0.123] dB[0.045,0.034] g[3.023,3.627]\n",
            "> 7547, dA[0.035,0.063] dB[0.014,0.047] g[5.670,4.957]\n",
            "> 7548, dA[0.033,0.055] dB[0.127,0.018] g[4.255,3.713]\n",
            "> 7549, dA[0.055,0.030] dB[0.010,0.011] g[11.305,9.782]\n",
            "> 7550, dA[0.016,0.056] dB[0.014,0.024] g[5.312,6.709]\n",
            "> 7551, dA[0.027,0.019] dB[0.026,0.048] g[6.717,6.384]\n",
            "> 7552, dA[0.082,0.008] dB[0.077,0.047] g[3.722,3.924]\n",
            "> 7553, dA[0.043,0.033] dB[0.013,0.014] g[6.648,5.701]\n",
            "> 7554, dA[0.016,0.015] dB[0.081,0.032] g[4.221,4.593]\n",
            "> 7555, dA[0.021,0.030] dB[0.028,0.074] g[5.722,5.300]\n",
            "> 7556, dA[0.012,0.009] dB[0.047,0.049] g[3.961,4.199]\n",
            "> 7557, dA[0.005,0.020] dB[0.087,0.168] g[2.976,3.936]\n",
            "> 7558, dA[0.013,0.027] dB[0.020,0.043] g[6.266,6.428]\n",
            "> 7559, dA[0.018,0.057] dB[0.066,0.037] g[4.130,4.309]\n",
            "> 7560, dA[0.010,0.008] dB[0.049,0.021] g[3.070,4.049]\n",
            "> 7561, dA[0.187,0.015] dB[0.021,0.032] g[4.071,4.464]\n",
            "> 7562, dA[0.008,0.010] dB[0.080,0.076] g[3.330,3.737]\n",
            "> 7563, dA[0.013,0.040] dB[0.021,0.031] g[3.753,3.820]\n",
            "> 7564, dA[0.010,0.028] dB[0.112,0.025] g[3.826,4.167]\n",
            "> 7565, dA[0.006,0.015] dB[0.013,0.021] g[3.654,3.815]\n",
            "> 7566, dA[0.078,0.408] dB[0.006,0.029] g[9.832,7.282]\n",
            "> 7567, dA[0.010,0.011] dB[0.021,0.019] g[7.320,7.893]\n",
            "> 7568, dA[0.035,0.008] dB[0.012,0.130] g[4.925,5.279]\n",
            "> 7569, dA[0.123,0.026] dB[0.039,0.016] g[3.856,4.626]\n",
            "> 7570, dA[0.025,0.133] dB[0.023,0.034] g[4.269,3.591]\n",
            "> 7571, dA[0.010,0.007] dB[0.042,0.014] g[4.063,4.239]\n",
            "> 7572, dA[0.048,0.096] dB[0.024,0.246] g[3.694,4.076]\n",
            "> 7573, dA[0.004,0.022] dB[0.149,0.024] g[4.171,3.925]\n",
            "> 7574, dA[0.023,0.023] dB[0.015,0.041] g[4.389,5.004]\n",
            "> 7575, dA[0.060,0.013] dB[0.008,0.009] g[6.208,5.641]\n",
            "> 7576, dA[0.009,0.099] dB[0.055,0.010] g[5.622,6.122]\n",
            "> 7577, dA[0.044,0.013] dB[0.018,0.016] g[5.786,5.885]\n",
            "> 7578, dA[0.026,0.021] dB[0.074,0.066] g[2.725,3.227]\n",
            "> 7579, dA[0.042,0.006] dB[0.150,0.021] g[3.406,3.684]\n",
            "> 7580, dA[0.020,0.090] dB[0.045,0.037] g[3.251,2.837]\n",
            "> 7581, dA[0.015,0.007] dB[0.034,0.008] g[4.629,7.683]\n",
            "> 7582, dA[0.016,0.033] dB[0.040,0.024] g[5.739,6.725]\n",
            "> 7583, dA[0.030,0.009] dB[0.041,0.237] g[2.395,3.432]\n",
            "> 7584, dA[0.008,0.023] dB[0.064,0.018] g[4.134,4.226]\n",
            "> 7585, dA[0.040,0.060] dB[0.214,0.058] g[3.579,4.171]\n",
            "> 7586, dA[0.036,0.074] dB[0.053,0.263] g[3.780,3.888]\n",
            "> 7587, dA[0.038,0.036] dB[0.013,0.017] g[5.207,6.349]\n",
            "> 7588, dA[0.046,0.020] dB[0.375,0.054] g[5.130,4.201]\n",
            "> 7589, dA[0.009,0.013] dB[0.061,0.036] g[5.135,6.648]\n",
            "> 7590, dA[0.005,0.043] dB[0.073,0.097] g[2.765,3.079]\n",
            "> 7591, dA[0.008,0.008] dB[0.056,0.024] g[5.090,5.328]\n",
            "> 7592, dA[0.152,0.048] dB[0.016,0.066] g[2.564,3.520]\n",
            "> 7593, dA[0.017,0.074] dB[0.032,0.016] g[4.374,3.531]\n",
            "> 7594, dA[0.013,0.008] dB[0.027,0.026] g[4.097,4.301]\n",
            "> 7595, dA[0.011,0.020] dB[0.018,0.011] g[5.094,6.779]\n",
            "> 7596, dA[0.011,0.011] dB[0.021,0.108] g[6.091,6.870]\n",
            "> 7597, dA[0.014,0.016] dB[0.137,0.030] g[4.994,5.626]\n",
            "> 7598, dA[0.022,0.030] dB[0.008,0.065] g[5.222,5.189]\n",
            "> 7599, dA[0.029,0.007] dB[0.154,0.043] g[4.686,5.355]\n",
            "> 7600, dA[0.008,0.014] dB[0.010,0.013] g[3.586,3.934]\n",
            "> 7601, dA[0.012,0.012] dB[0.014,0.085] g[4.097,5.614]\n",
            "> 7602, dA[0.011,0.015] dB[0.019,0.013] g[8.670,9.285]\n",
            "> 7603, dA[0.022,0.020] dB[0.116,0.019] g[3.392,4.458]\n",
            "> 7604, dA[0.019,0.031] dB[0.018,0.064] g[3.874,4.180]\n",
            "> 7605, dA[0.270,0.074] dB[0.012,0.028] g[3.385,3.936]\n",
            "> 7606, dA[0.014,0.041] dB[0.039,0.019] g[3.188,3.040]\n",
            "> 7607, dA[0.063,0.020] dB[0.014,0.009] g[4.354,4.242]\n",
            "> 7608, dA[0.022,0.014] dB[0.153,0.015] g[4.094,4.375]\n",
            "> 7609, dA[0.004,0.014] dB[0.031,0.089] g[4.547,5.487]\n",
            "> 7610, dA[0.013,0.008] dB[0.020,0.016] g[9.544,7.859]\n",
            "> 7611, dA[0.088,0.011] dB[0.039,0.032] g[3.610,4.451]\n",
            "> 7612, dA[0.019,0.035] dB[0.055,0.023] g[4.618,4.854]\n",
            "> 7613, dA[0.029,0.063] dB[0.006,0.100] g[6.432,5.595]\n",
            "> 7614, dA[0.014,0.020] dB[0.037,0.028] g[3.243,3.303]\n",
            "> 7615, dA[0.013,0.013] dB[0.180,0.029] g[3.787,3.854]\n",
            "> 7616, dA[0.023,0.130] dB[0.009,0.019] g[3.034,2.873]\n",
            "> 7617, dA[0.039,0.027] dB[0.022,0.020] g[3.400,4.110]\n",
            "> 7618, dA[0.021,0.006] dB[0.012,0.017] g[5.736,5.790]\n",
            "> 7619, dA[0.010,0.007] dB[0.076,0.055] g[2.915,3.313]\n",
            "> 7620, dA[0.037,0.034] dB[0.047,0.025] g[3.880,5.535]\n",
            "> 7621, dA[0.016,0.019] dB[0.014,0.036] g[3.823,4.244]\n",
            "> 7622, dA[0.008,0.011] dB[0.010,0.011] g[3.741,4.588]\n",
            "> 7623, dA[0.010,0.008] dB[0.017,0.165] g[2.714,3.409]\n",
            "> 7624, dA[0.019,0.015] dB[0.047,0.042] g[3.388,3.380]\n",
            "> 7625, dA[0.009,0.016] dB[0.022,0.075] g[4.899,5.453]\n",
            "> 7626, dA[0.019,0.027] dB[0.014,0.038] g[5.122,4.736]\n",
            "> 7627, dA[0.081,0.073] dB[0.030,0.010] g[3.679,3.371]\n",
            "> 7628, dA[0.041,0.036] dB[0.075,0.036] g[3.593,3.888]\n",
            "> 7629, dA[0.021,0.014] dB[0.021,0.106] g[3.104,4.010]\n",
            "> 7630, dA[0.022,0.024] dB[0.009,0.026] g[4.615,4.106]\n",
            "> 7631, dA[0.015,0.012] dB[0.110,0.013] g[3.804,2.973]\n",
            "> 7632, dA[0.004,0.017] dB[0.012,0.075] g[4.160,5.473]\n",
            "> 7633, dA[0.018,0.016] dB[0.008,0.013] g[4.135,4.700]\n",
            "> 7634, dA[0.163,0.036] dB[0.022,0.045] g[3.296,3.702]\n",
            "> 7635, dA[0.032,0.106] dB[0.046,0.078] g[2.603,3.096]\n",
            "> 7636, dA[0.097,0.028] dB[0.091,0.050] g[3.045,3.241]\n",
            "> 7637, dA[0.029,0.039] dB[0.056,0.021] g[2.697,2.416]\n",
            "> 7638, dA[0.051,0.014] dB[0.022,0.060] g[3.094,3.197]\n",
            "> 7639, dA[0.015,0.148] dB[0.154,0.263] g[2.387,2.550]\n",
            "> 7640, dA[0.085,0.057] dB[0.034,0.146] g[2.520,3.484]\n",
            "> 7641, dA[0.009,0.066] dB[0.053,0.030] g[5.123,4.823]\n",
            "> 7642, dA[0.026,0.033] dB[0.011,0.014] g[7.094,6.512]\n",
            "> 7643, dA[0.109,0.025] dB[0.020,0.093] g[4.372,5.120]\n",
            "> 7644, dA[0.050,0.082] dB[0.022,0.007] g[6.140,6.509]\n",
            "> 7645, dA[0.009,0.030] dB[0.060,0.013] g[5.133,6.089]\n",
            "> 7646, dA[0.156,0.059] dB[0.012,0.018] g[2.813,4.051]\n",
            "> 7647, dA[0.031,0.039] dB[0.006,0.036] g[3.596,4.144]\n",
            "> 7648, dA[0.024,0.068] dB[0.006,0.037] g[4.182,4.040]\n",
            "> 7649, dA[0.203,0.169] dB[0.284,0.039] g[3.579,3.724]\n",
            "> 7650, dA[0.015,0.017] dB[0.062,0.105] g[5.526,6.746]\n",
            "> 7651, dA[0.020,0.134] dB[0.024,0.023] g[4.670,5.591]\n",
            "> 7652, dA[0.253,0.044] dB[0.172,0.033] g[5.735,5.416]\n",
            "> 7653, dA[0.080,0.009] dB[0.010,0.019] g[3.362,4.414]\n",
            "> 7654, dA[0.015,0.055] dB[0.024,0.008] g[3.714,3.705]\n",
            "> 7655, dA[0.014,0.026] dB[0.040,0.100] g[2.968,3.245]\n",
            "> 7656, dA[0.155,0.041] dB[0.046,0.026] g[2.366,3.472]\n",
            "> 7657, dA[0.031,0.019] dB[0.047,0.035] g[3.795,5.311]\n",
            "> 7658, dA[0.024,0.030] dB[0.083,0.048] g[3.137,3.849]\n",
            "> 7659, dA[0.123,0.233] dB[0.010,0.034] g[3.110,2.726]\n",
            "> 7660, dA[0.078,0.020] dB[0.016,0.034] g[6.435,5.162]\n",
            "> 7661, dA[0.011,0.008] dB[0.006,0.022] g[6.104,5.845]\n",
            "> 7662, dA[0.017,0.070] dB[0.252,0.183] g[4.508,6.039]\n",
            "> 7663, dA[0.013,0.032] dB[0.011,0.015] g[2.714,3.355]\n",
            "> 7664, dA[0.202,0.022] dB[0.025,0.029] g[6.049,6.435]\n",
            "> 7665, dA[0.017,0.025] dB[0.162,0.160] g[4.095,4.414]\n",
            "> 7666, dA[0.014,0.138] dB[0.013,0.028] g[3.919,3.694]\n",
            "> 7667, dA[0.075,0.041] dB[0.026,0.035] g[4.991,6.575]\n",
            "> 7668, dA[0.209,0.198] dB[0.044,0.034] g[4.227,3.505]\n",
            "> 7669, dA[0.016,0.043] dB[0.009,0.048] g[6.189,5.253]\n",
            "> 7670, dA[0.495,0.035] dB[0.018,0.044] g[3.753,5.008]\n",
            "> 7671, dA[0.045,0.136] dB[0.044,0.014] g[5.470,6.022]\n",
            "> 7672, dA[0.017,0.023] dB[0.089,0.077] g[4.283,4.686]\n",
            "> 7673, dA[0.020,0.032] dB[0.042,0.064] g[3.317,4.129]\n",
            "> 7674, dA[0.014,0.028] dB[0.017,0.048] g[4.674,5.145]\n",
            "> 7675, dA[0.043,0.021] dB[0.035,0.017] g[3.153,3.323]\n",
            "> 7676, dA[0.016,0.004] dB[0.202,0.037] g[3.228,3.102]\n",
            "> 7677, dA[0.051,0.164] dB[0.022,0.125] g[2.757,3.450]\n",
            "> 7678, dA[0.013,0.025] dB[0.018,0.081] g[4.409,4.233]\n",
            "> 7679, dA[0.011,0.018] dB[0.008,0.023] g[8.036,8.270]\n",
            "> 7680, dA[0.019,0.049] dB[0.022,0.016] g[4.188,5.762]\n",
            "> 7681, dA[0.015,0.207] dB[0.059,0.078] g[4.111,4.152]\n",
            "> 7682, dA[0.017,0.020] dB[0.023,0.023] g[2.286,2.929]\n",
            "> 7683, dA[0.032,0.030] dB[0.037,0.025] g[2.989,3.441]\n",
            "> 7684, dA[0.021,0.024] dB[0.018,0.014] g[4.720,6.054]\n",
            "> 7685, dA[0.334,0.056] dB[0.017,0.089] g[4.464,5.492]\n",
            "> 7686, dA[0.008,0.175] dB[0.008,0.026] g[5.879,4.420]\n",
            "> 7687, dA[0.009,0.014] dB[0.066,0.052] g[4.629,5.502]\n",
            "> 7688, dA[0.127,0.043] dB[0.066,0.335] g[3.582,5.317]\n",
            "> 7689, dA[0.020,0.021] dB[0.018,0.111] g[6.565,5.338]\n",
            "> 7690, dA[0.010,0.056] dB[0.052,0.027] g[5.365,4.625]\n",
            "> 7691, dA[0.100,0.023] dB[0.043,0.015] g[4.301,5.049]\n",
            "> 7692, dA[0.011,0.069] dB[0.044,0.011] g[5.391,4.823]\n",
            "> 7693, dA[0.056,0.012] dB[0.009,0.012] g[4.310,5.027]\n",
            "> 7694, dA[0.008,0.018] dB[0.031,0.123] g[4.524,6.665]\n",
            "> 7695, dA[0.013,0.059] dB[0.022,0.070] g[4.290,3.790]\n",
            "> 7696, dA[0.026,0.012] dB[0.081,0.026] g[3.598,4.386]\n",
            "> 7697, dA[0.006,0.027] dB[0.034,0.007] g[5.699,4.900]\n",
            "> 7698, dA[0.022,0.011] dB[0.019,0.079] g[2.937,3.901]\n",
            "> 7699, dA[0.006,0.010] dB[0.010,0.011] g[8.942,8.379]\n",
            "> 7700, dA[0.014,0.032] dB[0.132,0.114] g[3.703,4.017]\n",
            "> 7701, dA[0.005,0.006] dB[0.129,0.022] g[5.493,6.451]\n",
            "> 7702, dA[0.258,0.015] dB[0.052,0.016] g[2.404,3.721]\n",
            "> 7703, dA[0.069,0.104] dB[0.079,0.027] g[4.167,4.297]\n",
            "> 7704, dA[0.018,0.018] dB[0.039,0.058] g[3.223,3.705]\n",
            "> 7705, dA[0.021,0.021] dB[0.042,0.016] g[7.064,6.971]\n",
            "> 7706, dA[0.013,0.011] dB[0.049,0.010] g[3.382,3.685]\n",
            "> 7707, dA[0.102,0.007] dB[0.020,0.078] g[3.864,3.858]\n",
            "> 7708, dA[0.021,0.020] dB[0.012,0.038] g[4.539,5.542]\n",
            "> 7709, dA[0.055,0.035] dB[0.004,0.022] g[6.986,6.133]\n",
            "> 7710, dA[0.020,0.024] dB[0.231,0.071] g[5.355,5.568]\n",
            "> 7711, dA[0.011,0.092] dB[0.039,0.018] g[3.355,3.550]\n",
            "> 7712, dA[0.159,0.102] dB[0.072,0.078] g[4.665,4.241]\n",
            "> 7713, dA[0.015,0.043] dB[0.019,0.021] g[3.746,5.021]\n",
            "> 7714, dA[0.039,0.065] dB[0.173,0.025] g[3.957,3.677]\n",
            "> 7715, dA[0.034,0.013] dB[0.064,0.097] g[4.477,4.576]\n",
            "> 7716, dA[0.013,0.011] dB[0.037,0.041] g[3.727,3.529]\n",
            "> 7717, dA[0.021,0.079] dB[0.257,0.024] g[4.460,4.067]\n",
            "> 7718, dA[0.012,0.015] dB[0.022,0.026] g[4.773,5.324]\n",
            "> 7719, dA[0.075,0.030] dB[0.080,0.020] g[2.754,3.028]\n",
            "> 7720, dA[0.048,0.055] dB[0.012,0.218] g[2.980,4.138]\n",
            "> 7721, dA[0.028,0.014] dB[0.041,0.036] g[3.504,3.490]\n",
            "> 7722, dA[0.068,0.029] dB[0.129,0.035] g[3.084,3.350]\n",
            "> 7723, dA[0.045,0.317] dB[0.021,0.167] g[3.547,2.949]\n",
            "> 7724, dA[0.058,0.032] dB[0.037,0.010] g[3.669,3.856]\n",
            "> 7725, dA[0.044,0.026] dB[0.037,0.019] g[3.384,4.275]\n",
            "> 7726, dA[0.110,0.034] dB[0.011,0.025] g[2.699,3.883]\n",
            "> 7727, dA[0.021,0.143] dB[0.158,0.111] g[4.187,3.635]\n",
            "> 7728, dA[0.109,0.032] dB[0.013,0.101] g[3.717,4.942]\n",
            "> 7729, dA[0.018,0.015] dB[0.101,0.106] g[4.540,4.276]\n",
            "> 7730, dA[0.010,0.012] dB[0.031,0.023] g[4.088,3.733]\n",
            "> 7731, dA[0.208,0.072] dB[0.023,0.070] g[3.593,3.895]\n",
            "> 7732, dA[0.024,0.101] dB[0.096,0.027] g[4.006,3.820]\n",
            "> 7733, dA[0.082,0.037] dB[0.014,0.032] g[4.764,5.125]\n",
            "> 7734, dA[0.078,0.095] dB[0.076,0.038] g[3.768,3.506]\n",
            "> 7735, dA[0.024,0.071] dB[0.029,0.013] g[4.231,4.298]\n",
            "> 7736, dA[0.011,0.014] dB[0.027,0.133] g[4.316,5.104]\n",
            "> 7737, dA[0.276,0.028] dB[0.128,0.012] g[3.640,3.843]\n",
            "> 7738, dA[0.015,0.086] dB[0.019,0.025] g[5.497,5.581]\n",
            "> 7739, dA[0.072,0.015] dB[0.105,0.028] g[3.781,4.146]\n",
            "> 7740, dA[0.215,0.062] dB[0.045,0.038] g[3.344,3.923]\n",
            "> 7741, dA[0.014,0.092] dB[0.024,0.034] g[3.645,3.867]\n",
            "> 7742, dA[0.010,0.026] dB[0.022,0.014] g[3.500,4.387]\n",
            "> 7743, dA[0.022,0.057] dB[0.041,0.008] g[3.270,4.063]\n",
            "> 7744, dA[0.335,0.066] dB[0.012,0.023] g[3.144,3.701]\n",
            "> 7745, dA[0.014,0.067] dB[0.007,0.054] g[3.978,4.166]\n",
            "> 7746, dA[0.015,0.017] dB[0.021,0.011] g[4.219,4.461]\n",
            "> 7747, dA[0.011,0.018] dB[0.020,0.011] g[5.000,6.293]\n",
            "> 7748, dA[0.016,0.008] dB[0.015,0.063] g[2.606,3.891]\n",
            "> 7749, dA[0.019,0.021] dB[0.027,0.030] g[2.565,3.493]\n",
            "> 7750, dA[0.008,0.017] dB[0.016,0.021] g[5.364,5.315]\n",
            "> 7751, dA[0.079,0.009] dB[0.021,0.032] g[3.223,3.563]\n",
            "> 7752, dA[0.012,0.166] dB[0.030,0.044] g[3.369,3.669]\n",
            "> 7753, dA[0.010,0.016] dB[0.055,0.016] g[4.867,6.294]\n",
            "> 7754, dA[0.012,0.031] dB[0.019,0.056] g[8.066,9.541]\n",
            "> 7755, dA[0.086,0.006] dB[0.040,0.105] g[3.285,4.481]\n",
            "> 7756, dA[0.030,0.060] dB[0.185,0.039] g[3.169,3.223]\n",
            "> 7757, dA[0.024,0.053] dB[0.012,0.016] g[3.986,4.067]\n",
            "> 7758, dA[0.030,0.035] dB[0.008,0.019] g[6.237,5.395]\n",
            "> 7759, dA[0.051,0.006] dB[0.121,0.015] g[5.807,6.353]\n",
            "> 7760, dA[0.036,0.036] dB[0.007,0.099] g[4.118,4.484]\n",
            "> 7761, dA[0.083,0.035] dB[0.017,0.027] g[5.591,5.551]\n",
            "> 7762, dA[0.011,0.058] dB[0.138,0.053] g[3.498,2.836]\n",
            "> 7763, dA[0.006,0.033] dB[0.034,0.009] g[5.299,5.042]\n",
            "> 7764, dA[0.010,0.029] dB[0.033,0.008] g[4.265,4.637]\n",
            "> 7765, dA[0.333,0.055] dB[0.024,0.110] g[2.938,4.459]\n",
            "> 7766, dA[0.024,0.026] dB[0.030,0.011] g[5.922,4.802]\n",
            "> 7767, dA[0.028,0.036] dB[0.193,0.013] g[5.837,6.031]\n",
            "> 7768, dA[0.008,0.023] dB[0.031,0.028] g[5.189,6.447]\n",
            "> 7769, dA[0.186,0.228] dB[0.027,0.110] g[3.627,3.420]\n",
            "> 7770, dA[0.075,0.019] dB[0.034,0.013] g[4.860,5.130]\n",
            "> 7771, dA[0.011,0.046] dB[0.076,0.026] g[5.574,4.795]\n",
            "> 7772, dA[0.020,0.016] dB[0.022,0.031] g[4.923,5.001]\n",
            "> 7773, dA[0.175,0.047] dB[0.030,0.060] g[4.274,3.686]\n",
            "> 7774, dA[0.036,0.093] dB[0.215,0.014] g[5.583,7.065]\n",
            "> 7775, dA[0.027,0.016] dB[0.022,0.223] g[2.762,4.076]\n",
            "> 7776, dA[0.054,0.012] dB[0.011,0.023] g[10.684,8.952]\n",
            "> 7777, dA[0.039,0.093] dB[0.083,0.060] g[3.429,3.270]\n",
            "> 7778, dA[0.011,0.038] dB[0.049,0.020] g[4.440,4.512]\n",
            "> 7779, dA[0.076,0.014] dB[0.025,0.017] g[5.815,5.837]\n",
            "> 7780, dA[0.022,0.015] dB[0.144,0.167] g[3.257,3.811]\n",
            "> 7781, dA[0.042,0.018] dB[0.051,0.028] g[3.299,3.134]\n",
            "> 7782, dA[0.025,0.091] dB[0.078,0.086] g[4.048,3.941]\n",
            "> 7783, dA[0.022,0.007] dB[0.073,0.142] g[3.451,3.160]\n",
            "> 7784, dA[0.015,0.016] dB[0.065,0.135] g[3.555,4.221]\n",
            "> 7785, dA[0.022,0.011] dB[0.105,0.016] g[4.641,5.185]\n",
            "> 7786, dA[0.012,0.014] dB[0.012,0.019] g[6.716,6.973]\n",
            "> 7787, dA[0.007,0.022] dB[0.024,0.055] g[5.160,6.267]\n",
            "> 7788, dA[0.025,0.016] dB[0.087,0.040] g[3.218,3.862]\n",
            "> 7789, dA[0.009,0.023] dB[0.014,0.012] g[4.673,6.173]\n",
            "> 7790, dA[0.150,0.017] dB[0.090,0.089] g[5.296,6.014]\n",
            "> 7791, dA[0.018,0.041] dB[0.023,0.030] g[5.871,6.440]\n",
            "> 7792, dA[0.018,0.014] dB[0.018,0.030] g[3.840,4.933]\n",
            "> 7793, dA[0.013,0.014] dB[0.017,0.076] g[3.545,4.089]\n",
            "> 7794, dA[0.075,0.056] dB[0.012,0.029] g[3.516,3.899]\n",
            "> 7795, dA[0.034,0.011] dB[0.173,0.032] g[4.976,3.882]\n",
            "> 7796, dA[0.004,0.163] dB[0.018,0.067] g[4.139,4.426]\n",
            "> 7797, dA[0.139,0.009] dB[0.040,0.035] g[3.688,4.236]\n",
            "> 7798, dA[0.023,0.016] dB[0.012,0.011] g[8.479,7.632]\n",
            "> 7799, dA[0.061,0.013] dB[0.008,0.022] g[6.138,6.532]\n",
            "> 7800, dA[0.025,0.015] dB[0.095,0.054] g[3.232,2.913]\n",
            "> 7801, dA[0.007,0.068] dB[0.013,0.026] g[2.718,2.798]\n",
            "> 7802, dA[0.030,0.028] dB[0.020,0.117] g[3.409,4.190]\n",
            "> 7803, dA[0.011,0.020] dB[0.059,0.034] g[3.810,3.502]\n",
            "> 7804, dA[0.012,0.014] dB[0.031,0.021] g[4.653,5.243]\n",
            "> 7805, dA[0.017,0.094] dB[0.044,0.057] g[3.577,3.513]\n",
            "> 7806, dA[0.038,0.026] dB[0.243,0.197] g[4.366,5.837]\n",
            "> 7807, dA[0.053,0.035] dB[0.186,0.299] g[3.425,4.748]\n",
            "> 7808, dA[0.050,0.013] dB[0.010,0.061] g[7.155,6.504]\n",
            "> 7809, dA[0.128,0.014] dB[0.023,0.024] g[6.649,5.295]\n",
            "> 7810, dA[0.009,0.034] dB[0.005,0.019] g[4.287,3.788]\n",
            "> 7811, dA[0.016,0.022] dB[0.041,0.044] g[3.039,2.870]\n",
            "> 7812, dA[0.025,0.007] dB[0.005,0.040] g[6.412,6.303]\n",
            "> 7813, dA[0.007,0.044] dB[0.119,0.015] g[4.103,4.403]\n",
            "> 7814, dA[0.084,0.019] dB[0.015,0.028] g[3.553,4.372]\n",
            "> 7815, dA[0.016,0.005] dB[0.030,0.009] g[4.297,4.468]\n",
            "> 7816, dA[0.010,0.016] dB[0.014,0.018] g[3.740,5.523]\n",
            "> 7817, dA[0.005,0.018] dB[0.016,0.014] g[7.613,8.553]\n",
            "> 7818, dA[0.009,0.027] dB[0.031,0.057] g[7.133,6.531]\n",
            "> 7819, dA[0.086,0.011] dB[0.118,0.032] g[3.348,4.378]\n",
            "> 7820, dA[0.022,0.021] dB[0.041,0.085] g[5.055,6.784]\n",
            "> 7821, dA[0.011,0.014] dB[0.048,0.014] g[3.810,4.177]\n",
            "> 7822, dA[0.027,0.011] dB[0.039,0.015] g[5.441,5.879]\n",
            "> 7823, dA[0.011,0.048] dB[0.012,0.022] g[3.133,3.847]\n",
            "> 7824, dA[0.059,0.011] dB[0.031,0.012] g[3.676,3.753]\n",
            "> 7825, dA[0.165,0.039] dB[0.179,0.049] g[3.895,3.736]\n",
            "> 7826, dA[0.017,0.055] dB[0.011,0.010] g[2.735,2.903]\n",
            "> 7827, dA[0.016,0.011] dB[0.005,0.049] g[3.514,4.599]\n",
            "> 7828, dA[0.011,0.015] dB[0.011,0.012] g[2.838,3.812]\n",
            "> 7829, dA[0.007,0.040] dB[0.110,0.021] g[4.021,4.934]\n",
            "> 7830, dA[0.016,0.018] dB[0.075,0.244] g[3.345,3.949]\n",
            "> 7831, dA[0.006,0.032] dB[0.021,0.015] g[5.022,6.337]\n",
            "> 7832, dA[0.038,0.020] dB[0.015,0.013] g[4.324,4.702]\n",
            "> 7833, dA[0.018,0.012] dB[0.011,0.115] g[8.374,7.812]\n",
            "> 7834, dA[0.008,0.012] dB[0.144,0.010] g[5.479,5.927]\n",
            "> 7835, dA[0.037,0.019] dB[0.072,0.081] g[3.611,4.185]\n",
            "> 7836, dA[0.034,0.052] dB[0.042,0.183] g[2.828,3.971]\n",
            "> 7837, dA[0.031,0.039] dB[0.117,0.017] g[5.104,4.903]\n",
            "> 7838, dA[0.047,0.013] dB[0.096,0.054] g[4.704,4.572]\n",
            "> 7839, dA[0.202,0.148] dB[0.015,0.139] g[3.604,4.019]\n",
            "> 7840, dA[0.080,0.016] dB[0.006,0.165] g[8.264,9.579]\n",
            "> 7841, dA[0.021,0.265] dB[0.188,0.018] g[4.294,3.569]\n",
            "> 7842, dA[0.087,0.022] dB[0.149,0.013] g[3.891,4.090]\n",
            "> 7843, dA[0.031,0.012] dB[0.025,0.025] g[2.878,3.312]\n",
            "> 7844, dA[0.041,0.015] dB[0.075,0.019] g[8.049,7.129]\n",
            "> 7845, dA[0.018,0.009] dB[0.015,0.019] g[5.315,6.338]\n",
            "> 7846, dA[0.025,0.019] dB[0.014,0.010] g[6.816,7.955]\n",
            "> 7847, dA[0.048,0.046] dB[0.036,0.136] g[2.701,2.595]\n",
            "> 7848, dA[0.116,0.152] dB[0.009,0.017] g[3.496,3.169]\n",
            "> 7849, dA[0.040,0.020] dB[0.018,0.011] g[5.060,5.737]\n",
            "> 7850, dA[0.028,0.156] dB[0.180,0.042] g[3.835,4.701]\n",
            "> 7851, dA[0.029,0.078] dB[0.019,0.100] g[4.228,4.937]\n",
            "> 7852, dA[0.006,0.019] dB[0.013,0.050] g[5.276,6.377]\n",
            "> 7853, dA[0.028,0.019] dB[0.131,0.021] g[4.229,3.771]\n",
            "> 7854, dA[0.151,0.024] dB[0.173,0.020] g[3.863,4.613]\n",
            "> 7855, dA[0.010,0.022] dB[0.060,0.024] g[6.655,7.494]\n",
            "> 7856, dA[0.036,0.017] dB[0.036,0.013] g[3.249,3.026]\n",
            "> 7857, dA[0.031,0.040] dB[0.009,0.032] g[5.634,4.969]\n",
            "> 7858, dA[0.099,0.009] dB[0.024,0.021] g[3.105,3.426]\n",
            "> 7859, dA[0.080,0.012] dB[0.009,0.109] g[2.764,3.632]\n",
            "> 7860, dA[0.063,0.150] dB[0.089,0.057] g[6.208,8.187]\n",
            "> 7861, dA[0.063,0.017] dB[0.052,0.023] g[5.126,4.810]\n",
            "> 7862, dA[0.143,0.009] dB[0.019,0.105] g[3.488,5.323]\n",
            "> 7863, dA[0.045,0.196] dB[0.092,0.046] g[3.601,3.688]\n",
            "> 7864, dA[0.012,0.007] dB[0.005,0.009] g[2.637,3.505]\n",
            "> 7865, dA[0.010,0.014] dB[0.010,0.105] g[4.427,5.137]\n",
            "> 7866, dA[0.051,0.017] dB[0.030,0.018] g[4.203,4.702]\n",
            "> 7867, dA[0.037,0.035] dB[0.028,0.029] g[4.031,3.931]\n",
            "> 7868, dA[0.012,0.016] dB[0.019,0.073] g[4.361,5.406]\n",
            "> 7869, dA[0.021,0.015] dB[0.015,0.020] g[7.074,7.509]\n",
            "> 7870, dA[0.136,0.111] dB[0.009,0.018] g[4.627,5.237]\n",
            "> 7871, dA[0.020,0.056] dB[0.009,0.017] g[4.519,4.547]\n",
            "> 7872, dA[0.007,0.016] dB[0.012,0.031] g[7.616,8.677]\n",
            "> 7873, dA[0.031,0.019] dB[0.102,0.083] g[3.658,5.153]\n",
            "> 7874, dA[0.008,0.016] dB[0.028,0.026] g[4.353,5.071]\n",
            "> 7875, dA[0.022,0.016] dB[0.015,0.080] g[3.961,4.034]\n",
            "> 7876, dA[0.010,0.008] dB[0.057,0.025] g[10.772,8.251]\n",
            "> 7877, dA[0.016,0.011] dB[0.016,0.028] g[7.451,5.858]\n",
            "> 7878, dA[0.011,0.011] dB[0.069,0.022] g[3.907,5.179]\n",
            "> 7879, dA[0.020,0.018] dB[0.032,0.079] g[3.914,5.395]\n",
            "> 7880, dA[0.053,0.012] dB[0.045,0.076] g[2.259,2.794]\n",
            "> 7881, dA[0.029,0.073] dB[0.089,0.129] g[11.327,9.984]\n",
            "> 7882, dA[0.047,0.046] dB[0.112,0.035] g[3.400,3.026]\n",
            "> 7883, dA[0.022,0.032] dB[0.066,0.024] g[4.705,3.957]\n",
            "> 7884, dA[0.011,0.017] dB[0.073,0.066] g[3.546,4.036]\n",
            "> 7885, dA[0.006,0.045] dB[0.009,0.019] g[5.184,6.481]\n",
            "> 7886, dA[0.171,0.143] dB[0.033,0.075] g[2.948,3.231]\n",
            "> 7887, dA[0.011,0.051] dB[0.023,0.009] g[4.340,3.888]\n",
            "> 7888, dA[0.123,0.138] dB[0.012,0.031] g[3.922,4.395]\n",
            "> 7889, dA[0.295,0.066] dB[0.008,0.018] g[3.623,3.846]\n",
            "> 7890, dA[0.012,0.060] dB[0.005,0.018] g[6.575,7.617]\n",
            "> 7891, dA[0.070,0.047] dB[0.016,0.151] g[3.086,3.350]\n",
            "> 7892, dA[0.074,0.014] dB[0.019,0.029] g[3.639,3.201]\n",
            "> 7893, dA[0.029,0.024] dB[0.097,0.026] g[3.863,3.817]\n",
            "> 7894, dA[0.012,0.007] dB[0.018,0.073] g[5.671,7.386]\n",
            "> 7895, dA[0.025,0.019] dB[0.032,0.006] g[3.885,4.155]\n",
            "> 7896, dA[0.007,0.109] dB[0.028,0.015] g[4.181,4.414]\n",
            "> 7897, dA[0.176,0.016] dB[0.027,0.253] g[4.919,5.070]\n",
            "> 7898, dA[0.070,0.050] dB[0.268,0.013] g[4.838,4.770]\n",
            "> 7899, dA[0.018,0.041] dB[0.026,0.010] g[5.951,5.306]\n",
            "> 7900, dA[0.030,0.011] dB[0.026,0.020] g[2.974,3.441]\n",
            "> 7901, dA[0.012,0.014] dB[0.132,0.223] g[3.428,4.122]\n",
            "> 7902, dA[0.083,0.016] dB[0.017,0.036] g[5.427,4.841]\n",
            "> 7903, dA[0.012,0.098] dB[0.014,0.023] g[4.333,3.995]\n",
            "> 7904, dA[0.186,0.027] dB[0.118,0.034] g[3.872,3.907]\n",
            "> 7905, dA[0.094,0.016] dB[0.008,0.069] g[6.098,5.389]\n",
            "> 7906, dA[0.006,0.107] dB[0.021,0.015] g[5.039,4.591]\n",
            "> 7907, dA[0.029,0.011] dB[0.083,0.030] g[4.077,3.394]\n",
            "> 7908, dA[0.015,0.009] dB[0.051,0.049] g[3.588,4.806]\n",
            "> 7909, dA[0.013,0.020] dB[0.161,0.092] g[3.770,5.027]\n",
            "> 7910, dA[0.014,0.065] dB[0.032,0.143] g[3.420,3.796]\n",
            "> 7911, dA[0.051,0.034] dB[0.031,0.043] g[3.775,3.888]\n",
            "> 7912, dA[0.352,0.049] dB[0.212,0.007] g[2.785,2.817]\n",
            "> 7913, dA[0.021,0.106] dB[0.020,0.305] g[2.632,3.484]\n",
            "> 7914, dA[0.012,0.037] dB[0.012,0.015] g[2.974,3.585]\n",
            "> 7915, dA[0.023,0.030] dB[0.268,0.015] g[6.202,7.583]\n",
            "> 7916, dA[0.015,0.043] dB[0.023,0.069] g[4.097,5.833]\n",
            "> 7917, dA[0.011,0.047] dB[0.039,0.020] g[3.894,4.293]\n",
            "> 7918, dA[0.016,0.028] dB[0.020,0.014] g[3.952,3.997]\n",
            "> 7919, dA[0.019,0.050] dB[0.055,0.043] g[3.122,3.609]\n",
            "> 7920, dA[0.032,0.026] dB[0.058,0.051] g[4.636,5.759]\n",
            "> 7921, dA[0.055,0.047] dB[0.103,0.030] g[2.421,3.158]\n",
            "> 7922, dA[0.031,0.033] dB[0.043,0.022] g[3.583,3.834]\n",
            "> 7923, dA[0.020,0.019] dB[0.035,0.011] g[6.333,5.611]\n",
            "> 7924, dA[0.151,0.014] dB[0.014,0.057] g[5.569,5.085]\n",
            "> 7925, dA[0.013,0.042] dB[0.012,0.031] g[8.595,6.423]\n",
            "> 7926, dA[0.017,0.065] dB[0.110,0.022] g[4.058,3.774]\n",
            "> 7927, dA[0.116,0.013] dB[0.024,0.133] g[1.983,3.121]\n",
            "> 7928, dA[0.019,0.036] dB[0.014,0.020] g[3.952,4.388]\n",
            "> 7929, dA[0.007,0.021] dB[0.039,0.015] g[3.885,4.417]\n",
            "> 7930, dA[0.019,0.029] dB[0.018,0.037] g[3.628,4.511]\n",
            "> 7931, dA[0.014,0.035] dB[0.012,0.022] g[3.661,4.451]\n",
            "> 7932, dA[0.224,0.117] dB[0.012,0.087] g[2.605,3.241]\n",
            "> 7933, dA[0.113,0.047] dB[0.056,0.018] g[2.912,3.208]\n",
            "> 7934, dA[0.014,0.044] dB[0.036,0.038] g[3.304,2.928]\n",
            "> 7935, dA[0.019,0.007] dB[0.035,0.022] g[5.004,5.044]\n",
            "> 7936, dA[0.014,0.111] dB[0.016,0.016] g[2.809,2.906]\n",
            "> 7937, dA[0.062,0.014] dB[0.020,0.050] g[6.089,7.020]\n",
            "> 7938, dA[0.014,0.047] dB[0.083,0.017] g[7.787,9.266]\n",
            "> 7939, dA[0.021,0.031] dB[0.011,0.028] g[3.434,4.720]\n",
            "> 7940, dA[0.019,0.010] dB[0.013,0.007] g[5.081,5.510]\n",
            "> 7941, dA[0.010,0.016] dB[0.011,0.033] g[4.556,5.190]\n",
            "> 7942, dA[0.122,0.015] dB[0.036,0.205] g[3.498,4.348]\n",
            "> 7943, dA[0.023,0.011] dB[0.008,0.017] g[3.892,4.306]\n",
            "> 7944, dA[0.024,0.056] dB[0.018,0.014] g[4.981,4.365]\n",
            "> 7945, dA[0.006,0.008] dB[0.063,0.015] g[4.160,4.153]\n",
            "> 7946, dA[0.021,0.032] dB[0.024,0.030] g[4.414,4.159]\n",
            "> 7947, dA[0.040,0.067] dB[0.012,0.063] g[2.588,3.072]\n",
            "> 7948, dA[0.082,0.031] dB[0.084,0.016] g[3.701,4.228]\n",
            "> 7949, dA[0.021,0.012] dB[0.007,0.013] g[4.656,4.534]\n",
            "> 7950, dA[0.021,0.017] dB[0.018,0.151] g[3.205,2.967]\n",
            "> 7951, dA[0.007,0.115] dB[0.016,0.020] g[3.675,3.341]\n",
            "> 7952, dA[0.057,0.011] dB[0.012,0.013] g[3.442,3.203]\n",
            "> 7953, dA[0.028,0.011] dB[0.006,0.051] g[3.579,4.221]\n",
            "> 7954, dA[0.013,0.009] dB[0.047,0.016] g[5.425,5.338]\n",
            "> 7955, dA[0.010,0.012] dB[0.008,0.033] g[6.956,5.849]\n",
            "> 7956, dA[0.005,0.012] dB[0.233,0.067] g[4.491,4.848]\n",
            "> 7957, dA[0.042,0.027] dB[0.039,0.068] g[3.124,3.044]\n",
            "> 7958, dA[0.007,0.030] dB[0.049,0.060] g[4.942,6.228]\n",
            "> 7959, dA[0.093,0.100] dB[0.012,0.012] g[3.733,3.410]\n",
            "> 7960, dA[0.028,0.013] dB[0.014,0.008] g[3.670,3.929]\n",
            "> 7961, dA[0.014,0.059] dB[0.033,0.012] g[2.998,2.923]\n",
            "> 7962, dA[0.006,0.020] dB[0.051,0.013] g[3.897,3.960]\n",
            "> 7963, dA[0.012,0.025] dB[0.025,0.085] g[4.787,6.881]\n",
            "> 7964, dA[0.006,0.007] dB[0.035,0.022] g[3.671,4.309]\n",
            "> 7965, dA[0.013,0.017] dB[0.018,0.029] g[8.782,8.073]\n",
            "> 7966, dA[0.017,0.025] dB[0.020,0.011] g[9.032,8.722]\n",
            "> 7967, dA[0.141,0.119] dB[0.021,0.014] g[4.546,3.894]\n",
            "> 7968, dA[0.060,0.064] dB[0.061,0.011] g[2.892,2.876]\n",
            "> 7969, dA[0.070,0.012] dB[0.018,0.052] g[3.069,3.250]\n",
            "> 7970, dA[0.066,0.140] dB[0.008,0.056] g[4.163,3.774]\n",
            "> 7971, dA[0.058,0.049] dB[0.015,0.029] g[4.150,3.856]\n",
            "> 7972, dA[0.026,0.013] dB[0.026,0.013] g[4.074,4.294]\n",
            "> 7973, dA[0.010,0.015] dB[0.081,0.011] g[3.556,3.576]\n",
            "> 7974, dA[0.121,0.158] dB[0.033,0.050] g[2.704,2.982]\n",
            "> 7975, dA[0.018,0.040] dB[0.252,0.083] g[3.828,5.402]\n",
            "> 7976, dA[0.021,0.012] dB[0.004,0.021] g[7.065,7.126]\n",
            "> 7977, dA[0.008,0.015] dB[0.007,0.045] g[3.617,4.864]\n",
            "> 7978, dA[0.019,0.023] dB[0.048,0.027] g[3.767,4.266]\n",
            "> 7979, dA[0.205,0.239] dB[0.003,0.048] g[4.216,3.457]\n",
            "> 7980, dA[0.016,0.028] dB[0.066,0.008] g[3.285,3.289]\n",
            "> 7981, dA[0.161,0.026] dB[0.087,0.058] g[4.613,6.000]\n",
            "> 7982, dA[0.050,0.231] dB[0.019,0.014] g[3.066,3.571]\n",
            "> 7983, dA[0.094,0.069] dB[0.012,0.008] g[4.274,3.665]\n",
            "> 7984, dA[0.011,0.016] dB[0.036,0.014] g[6.319,6.323]\n",
            "> 7985, dA[0.007,0.021] dB[0.164,0.104] g[5.104,6.819]\n",
            "> 7986, dA[0.019,0.020] dB[0.033,0.055] g[4.072,5.065]\n",
            "> 7987, dA[0.007,0.014] dB[0.012,0.008] g[6.001,5.471]\n",
            "> 7988, dA[0.138,0.083] dB[0.058,0.022] g[4.105,3.942]\n",
            "> 7989, dA[0.009,0.026] dB[0.010,0.019] g[9.841,7.480]\n",
            "> 7990, dA[0.017,0.026] dB[0.016,0.035] g[2.936,4.268]\n",
            "> 7991, dA[0.114,0.028] dB[0.155,0.014] g[4.039,3.544]\n",
            "> 7992, dA[0.028,0.045] dB[0.010,0.139] g[3.395,4.046]\n",
            "> 7993, dA[0.055,0.059] dB[0.046,0.096] g[3.475,4.263]\n",
            "> 7994, dA[0.017,0.012] dB[0.024,0.062] g[5.448,5.084]\n",
            "> 7995, dA[0.006,0.015] dB[0.104,0.016] g[6.061,6.530]\n",
            "> 7996, dA[0.040,0.033] dB[0.090,0.067] g[4.107,5.345]\n",
            "> 7997, dA[0.037,0.013] dB[0.017,0.058] g[3.197,3.407]\n",
            "> 7998, dA[0.079,0.062] dB[0.093,0.093] g[3.646,3.954]\n",
            "> 7999, dA[0.032,0.022] dB[0.026,0.097] g[5.205,6.558]\n",
            "> 8000, dA[0.021,0.010] dB[0.006,0.004] g[5.177,5.338]\n",
            "> 8001, dA[0.009,0.007] dB[0.025,0.041] g[8.068,7.489]\n",
            "> 8002, dA[0.012,0.024] dB[0.008,0.030] g[3.646,4.309]\n",
            "> 8003, dA[0.105,0.026] dB[0.012,0.073] g[3.410,3.978]\n",
            "> 8004, dA[0.030,0.102] dB[0.102,0.012] g[3.885,3.779]\n",
            "> 8005, dA[0.047,0.069] dB[0.010,0.047] g[5.004,5.343]\n",
            "> 8006, dA[0.032,0.056] dB[0.142,0.006] g[5.067,6.758]\n",
            "> 8007, dA[0.023,0.013] dB[0.013,0.206] g[3.762,4.852]\n",
            "> 8008, dA[0.023,0.037] dB[0.012,0.038] g[4.641,4.656]\n",
            "> 8009, dA[0.097,0.009] dB[0.043,0.016] g[4.515,4.509]\n",
            "> 8010, dA[0.026,0.096] dB[0.016,0.015] g[7.019,5.920]\n",
            "> 8011, dA[0.037,0.020] dB[0.018,0.028] g[10.954,8.209]\n",
            "> 8012, dA[0.037,0.012] dB[0.034,0.026] g[3.825,4.260]\n",
            "> 8013, dA[0.031,0.021] dB[0.099,0.054] g[4.963,5.603]\n",
            "> 8014, dA[0.022,0.051] dB[0.013,0.010] g[4.070,4.643]\n",
            "> 8015, dA[0.019,0.010] dB[0.011,0.029] g[2.716,5.174]\n",
            "> 8016, dA[0.010,0.014] dB[0.008,0.045] g[4.999,4.798]\n",
            "> 8017, dA[0.027,0.020] dB[0.225,0.156] g[4.230,4.737]\n",
            "> 8018, dA[0.041,0.017] dB[0.018,0.029] g[6.420,6.916]\n",
            "> 8019, dA[0.011,0.015] dB[0.023,0.018] g[4.526,5.972]\n",
            "> 8020, dA[0.114,0.004] dB[0.019,0.011] g[3.980,4.714]\n",
            "> 8021, dA[0.028,0.184] dB[0.012,0.030] g[3.410,2.670]\n",
            "> 8022, dA[0.182,0.080] dB[0.007,0.020] g[5.151,5.298]\n",
            "> 8023, dA[0.009,0.030] dB[0.016,0.014] g[3.732,3.127]\n",
            "> 8024, dA[0.028,0.027] dB[0.174,0.027] g[3.368,4.839]\n",
            "> 8025, dA[0.024,0.008] dB[0.030,0.166] g[4.389,5.868]\n",
            "> 8026, dA[0.020,0.015] dB[0.024,0.057] g[2.558,3.204]\n",
            "> 8027, dA[0.102,0.078] dB[0.066,0.037] g[4.212,3.968]\n",
            "> 8028, dA[0.020,0.035] dB[0.012,0.050] g[4.363,4.092]\n",
            "> 8029, dA[0.031,0.039] dB[0.067,0.021] g[5.090,4.455]\n",
            "> 8030, dA[0.022,0.026] dB[0.015,0.028] g[7.480,9.247]\n",
            "> 8031, dA[0.031,0.015] dB[0.017,0.012] g[3.827,4.014]\n",
            "> 8032, dA[0.017,0.016] dB[0.020,0.012] g[7.996,6.832]\n",
            "> 8033, dA[0.011,0.010] dB[0.026,0.022] g[6.552,6.411]\n",
            "> 8034, dA[0.010,0.019] dB[0.080,0.193] g[5.410,7.847]\n",
            "> 8035, dA[0.161,0.047] dB[0.017,0.026] g[4.230,5.358]\n",
            "> 8036, dA[0.027,0.053] dB[0.023,0.010] g[5.120,5.735]\n",
            "> 8037, dA[0.010,0.013] dB[0.022,0.007] g[6.731,6.781]\n",
            "> 8038, dA[0.008,0.029] dB[0.026,0.033] g[3.982,3.831]\n",
            "> 8039, dA[0.010,0.017] dB[0.009,0.095] g[3.818,3.571]\n",
            "> 8040, dA[0.108,0.010] dB[0.017,0.029] g[6.626,5.647]\n",
            "> 8041, dA[0.010,0.253] dB[0.225,0.081] g[3.185,2.831]\n",
            "> 8042, dA[0.021,0.011] dB[0.061,0.028] g[3.960,4.672]\n",
            "> 8043, dA[0.032,0.007] dB[0.127,0.049] g[3.512,3.873]\n",
            "> 8044, dA[0.011,0.030] dB[0.038,0.010] g[4.096,5.554]\n",
            "> 8045, dA[0.018,0.015] dB[0.011,0.031] g[4.449,5.669]\n",
            "> 8046, dA[0.058,0.018] dB[0.010,0.014] g[5.689,5.152]\n",
            "> 8047, dA[0.036,0.144] dB[0.025,0.028] g[3.154,3.691]\n",
            "> 8048, dA[0.049,0.005] dB[0.065,0.062] g[3.198,4.139]\n",
            "> 8049, dA[0.007,0.008] dB[0.009,0.034] g[3.384,4.297]\n",
            "> 8050, dA[0.111,0.020] dB[0.197,0.069] g[3.546,3.875]\n",
            "> 8051, dA[0.013,0.027] dB[0.013,0.105] g[4.827,6.005]\n",
            "> 8052, dA[0.012,0.075] dB[0.014,0.021] g[4.775,4.649]\n",
            "> 8053, dA[0.024,0.012] dB[0.018,0.012] g[5.702,6.280]\n",
            "> 8054, dA[0.154,0.024] dB[0.013,0.038] g[6.204,5.637]\n",
            "> 8055, dA[0.030,0.213] dB[0.129,0.055] g[4.163,3.723]\n",
            "> 8056, dA[0.087,0.015] dB[0.022,0.022] g[3.484,3.490]\n",
            "> 8057, dA[0.087,0.011] dB[0.013,0.017] g[8.840,7.121]\n",
            "> 8058, dA[0.111,0.008] dB[0.011,0.033] g[3.959,3.551]\n",
            "> 8059, dA[0.015,0.027] dB[0.117,0.015] g[2.847,2.314]\n",
            "> 8060, dA[0.055,0.023] dB[0.015,0.050] g[5.102,6.302]\n",
            "> 8061, dA[0.008,0.027] dB[0.053,0.046] g[3.305,3.387]\n",
            "> 8062, dA[0.045,0.019] dB[0.014,0.027] g[4.825,5.783]\n",
            "> 8063, dA[0.014,0.043] dB[0.055,0.016] g[3.894,4.362]\n",
            "> 8064, dA[0.011,0.019] dB[0.015,0.029] g[3.313,3.669]\n",
            "> 8065, dA[0.015,0.025] dB[0.027,0.009] g[6.720,7.986]\n",
            "> 8066, dA[0.023,0.016] dB[0.011,0.044] g[3.481,4.404]\n",
            "> 8067, dA[0.050,0.020] dB[0.032,0.038] g[4.733,4.678]\n",
            "> 8068, dA[0.008,0.083] dB[0.099,0.036] g[3.809,3.686]\n",
            "> 8069, dA[0.073,0.087] dB[0.028,0.113] g[3.534,4.157]\n",
            "> 8070, dA[0.009,0.028] dB[0.028,0.010] g[11.576,10.217]\n",
            "> 8071, dA[0.066,0.166] dB[0.045,0.030] g[4.169,4.370]\n",
            "> 8072, dA[0.006,0.076] dB[0.016,0.039] g[4.305,4.297]\n",
            "> 8073, dA[0.034,0.060] dB[0.034,0.009] g[5.030,4.992]\n",
            "> 8074, dA[0.023,0.027] dB[0.181,0.044] g[3.838,4.285]\n",
            "> 8075, dA[0.036,0.025] dB[0.045,0.049] g[5.938,6.736]\n",
            "> 8076, dA[0.058,0.032] dB[0.053,0.010] g[4.980,6.015]\n",
            "> 8077, dA[0.007,0.017] dB[0.216,0.243] g[3.412,4.244]\n",
            "> 8078, dA[0.017,0.057] dB[0.010,0.030] g[3.819,4.569]\n",
            "> 8079, dA[0.113,0.061] dB[0.020,0.015] g[5.287,5.708]\n",
            "> 8080, dA[0.105,0.024] dB[0.005,0.053] g[5.143,5.288]\n",
            "> 8081, dA[0.014,0.038] dB[0.078,0.136] g[3.082,4.365]\n",
            "> 8082, dA[0.145,0.066] dB[0.011,0.019] g[2.719,3.350]\n",
            "> 8083, dA[0.020,0.024] dB[0.023,0.058] g[7.979,7.652]\n",
            "> 8084, dA[0.008,0.018] dB[0.025,0.015] g[4.235,4.219]\n",
            "> 8085, dA[0.009,0.009] dB[0.045,0.023] g[3.451,3.924]\n",
            "> 8086, dA[0.021,0.015] dB[0.028,0.044] g[3.711,3.938]\n",
            "> 8087, dA[0.005,0.017] dB[0.006,0.009] g[6.039,5.524]\n",
            "> 8088, dA[0.010,0.006] dB[0.037,0.045] g[4.943,5.574]\n",
            "> 8089, dA[0.011,0.007] dB[0.093,0.021] g[3.959,5.073]\n",
            "> 8090, dA[0.123,0.146] dB[0.008,0.047] g[2.946,3.091]\n",
            "> 8091, dA[0.009,0.007] dB[0.078,0.062] g[4.119,4.193]\n",
            "> 8092, dA[0.162,0.032] dB[0.022,0.072] g[2.185,3.279]\n",
            "> 8093, dA[0.024,0.045] dB[0.035,0.027] g[5.181,4.107]\n",
            "> 8094, dA[0.041,0.022] dB[0.007,0.022] g[7.748,6.435]\n",
            "> 8095, dA[0.045,0.041] dB[0.031,0.016] g[4.525,3.225]\n",
            "> 8096, dA[0.095,0.047] dB[0.179,0.019] g[3.284,3.582]\n",
            "> 8097, dA[0.030,0.024] dB[0.027,0.060] g[4.051,4.692]\n",
            "> 8098, dA[0.009,0.006] dB[0.022,0.016] g[3.053,3.296]\n",
            "> 8099, dA[0.022,0.053] dB[0.079,0.025] g[3.687,3.830]\n",
            "> 8100, dA[0.009,0.077] dB[0.023,0.012] g[6.951,8.592]\n",
            "> 8101, dA[0.012,0.016] dB[0.024,0.012] g[5.374,6.076]\n",
            "> 8102, dA[0.024,0.029] dB[0.143,0.014] g[3.618,3.522]\n",
            "> 8103, dA[0.033,0.029] dB[0.010,0.045] g[2.589,3.041]\n",
            "> 8104, dA[0.029,0.008] dB[0.017,0.052] g[4.045,4.940]\n",
            "> 8105, dA[0.030,0.041] dB[0.038,0.057] g[4.853,4.855]\n",
            "> 8106, dA[0.021,0.009] dB[0.008,0.015] g[6.069,6.312]\n",
            "> 8107, dA[0.014,0.010] dB[0.013,0.028] g[4.976,5.491]\n",
            "> 8108, dA[0.046,0.050] dB[0.041,0.024] g[3.239,3.356]\n",
            "> 8109, dA[0.031,0.033] dB[0.010,0.011] g[4.410,4.837]\n",
            "> 8110, dA[0.011,0.014] dB[0.014,0.015] g[5.305,6.277]\n",
            "> 8111, dA[0.019,0.012] dB[0.004,0.021] g[3.051,3.918]\n",
            "> 8112, dA[0.163,0.012] dB[0.011,0.069] g[2.817,4.270]\n",
            "> 8113, dA[0.017,0.031] dB[0.038,0.008] g[4.018,4.034]\n",
            "> 8114, dA[0.044,0.061] dB[0.043,0.098] g[4.086,3.835]\n",
            "> 8115, dA[0.026,0.052] dB[0.034,0.022] g[2.652,3.084]\n",
            "> 8116, dA[0.011,0.008] dB[0.134,0.123] g[4.423,5.917]\n",
            "> 8117, dA[0.019,0.037] dB[0.018,0.033] g[5.384,5.212]\n",
            "> 8118, dA[0.006,0.025] dB[0.156,0.027] g[4.348,3.386]\n",
            "> 8119, dA[0.054,0.009] dB[0.039,0.217] g[2.320,3.186]\n",
            "> 8120, dA[0.072,0.049] dB[0.012,0.010] g[5.616,5.746]\n",
            "> 8121, dA[0.065,0.042] dB[0.026,0.021] g[4.733,4.271]\n",
            "> 8122, dA[0.057,0.046] dB[0.214,0.046] g[4.080,3.562]\n",
            "> 8123, dA[0.010,0.011] dB[0.016,0.096] g[3.310,4.058]\n",
            "> 8124, dA[0.057,0.020] dB[0.024,0.010] g[4.458,4.041]\n",
            "> 8125, dA[0.012,0.031] dB[0.030,0.043] g[10.476,7.619]\n",
            "> 8126, dA[0.005,0.017] dB[0.028,0.071] g[5.059,6.565]\n",
            "> 8127, dA[0.008,0.013] dB[0.070,0.054] g[3.125,3.683]\n",
            "> 8128, dA[0.047,0.067] dB[0.042,0.017] g[3.483,3.351]\n",
            "> 8129, dA[0.011,0.025] dB[0.039,0.016] g[3.782,3.888]\n",
            "> 8130, dA[0.024,0.015] dB[0.016,0.060] g[4.799,5.192]\n",
            "> 8131, dA[0.034,0.011] dB[0.236,0.076] g[3.963,3.642]\n",
            "> 8132, dA[0.013,0.026] dB[0.024,0.016] g[3.821,3.599]\n",
            "> 8133, dA[0.020,0.013] dB[0.039,0.066] g[3.188,2.734]\n",
            "> 8134, dA[0.033,0.061] dB[0.047,0.059] g[3.246,3.300]\n",
            "> 8135, dA[0.009,0.012] dB[0.048,0.032] g[4.351,4.448]\n",
            "> 8136, dA[0.007,0.015] dB[0.063,0.028] g[5.710,5.828]\n",
            "> 8137, dA[0.015,0.007] dB[0.021,0.038] g[4.764,5.821]\n",
            "> 8138, dA[0.034,0.012] dB[0.020,0.033] g[6.633,6.341]\n",
            "> 8139, dA[0.023,0.018] dB[0.022,0.009] g[4.535,4.029]\n",
            "> 8140, dA[0.028,0.070] dB[0.018,0.055] g[4.794,4.758]\n",
            "> 8141, dA[0.025,0.037] dB[0.054,0.016] g[3.965,3.409]\n",
            "> 8142, dA[0.010,0.007] dB[0.007,0.020] g[8.433,6.928]\n",
            "> 8143, dA[0.083,0.081] dB[0.037,0.100] g[2.617,3.457]\n",
            "> 8144, dA[0.014,0.015] dB[0.272,0.031] g[4.938,4.615]\n",
            "> 8145, dA[0.009,0.024] dB[0.036,0.034] g[5.090,5.019]\n",
            "> 8146, dA[0.009,0.007] dB[0.006,0.011] g[12.359,11.087]\n",
            "> 8147, dA[0.006,0.006] dB[0.027,0.054] g[3.821,5.002]\n",
            "> 8148, dA[0.022,0.177] dB[0.010,0.079] g[2.835,3.280]\n",
            "> 8149, dA[0.073,0.024] dB[0.165,0.096] g[2.857,2.998]\n",
            "> 8150, dA[0.058,0.015] dB[0.030,0.039] g[5.032,6.216]\n",
            "> 8151, dA[0.198,0.024] dB[0.118,0.031] g[3.343,3.657]\n",
            "> 8152, dA[0.023,0.297] dB[0.121,0.088] g[3.735,3.648]\n",
            "> 8153, dA[0.151,0.025] dB[0.019,0.023] g[2.518,3.772]\n",
            "> 8154, dA[0.022,0.006] dB[0.008,0.067] g[2.455,2.696]\n",
            "> 8155, dA[0.022,0.030] dB[0.067,0.019] g[2.657,2.439]\n",
            "> 8156, dA[0.005,0.049] dB[0.020,0.029] g[5.193,6.451]\n",
            "> 8157, dA[0.014,0.038] dB[0.033,0.045] g[3.277,3.820]\n",
            "> 8158, dA[0.010,0.014] dB[0.013,0.277] g[2.943,3.322]\n",
            "> 8159, dA[0.013,0.014] dB[0.035,0.044] g[6.192,6.532]\n",
            "> 8160, dA[0.006,0.015] dB[0.214,0.069] g[4.137,4.417]\n",
            "> 8161, dA[0.020,0.012] dB[0.011,0.014] g[6.250,6.760]\n",
            "> 8162, dA[0.013,0.021] dB[0.100,0.116] g[3.365,3.436]\n",
            "> 8163, dA[0.007,0.021] dB[0.061,0.109] g[2.961,4.081]\n",
            "> 8164, dA[0.027,0.021] dB[0.012,0.015] g[4.959,6.195]\n",
            "> 8165, dA[0.007,0.036] dB[0.061,0.173] g[4.191,5.810]\n",
            "> 8166, dA[0.012,0.031] dB[0.082,0.025] g[5.146,5.818]\n",
            "> 8167, dA[0.197,0.035] dB[0.111,0.048] g[3.635,3.753]\n",
            "> 8168, dA[0.051,0.016] dB[0.032,0.013] g[4.002,3.850]\n",
            "> 8169, dA[0.046,0.048] dB[0.049,0.027] g[5.180,5.561]\n",
            "> 8170, dA[0.004,0.016] dB[0.015,0.071] g[8.405,7.337]\n",
            "> 8171, dA[0.011,0.011] dB[0.045,0.009] g[3.981,4.480]\n",
            "> 8172, dA[0.005,0.012] dB[0.047,0.076] g[4.372,5.336]\n",
            "> 8173, dA[0.012,0.019] dB[0.015,0.050] g[6.191,5.402]\n",
            "> 8174, dA[0.012,0.058] dB[0.025,0.034] g[4.467,3.522]\n",
            "> 8175, dA[0.060,0.008] dB[0.127,0.048] g[3.757,3.795]\n",
            "> 8176, dA[0.030,0.008] dB[0.030,0.025] g[4.472,5.530]\n",
            "> 8177, dA[0.006,0.041] dB[0.017,0.014] g[5.585,6.452]\n",
            "> 8178, dA[0.012,0.011] dB[0.035,0.012] g[3.325,4.722]\n",
            "> 8179, dA[0.005,0.021] dB[0.011,0.033] g[3.699,4.155]\n",
            "> 8180, dA[0.161,0.032] dB[0.029,0.022] g[3.091,4.056]\n",
            "> 8181, dA[0.008,0.004] dB[0.018,0.053] g[3.523,4.613]\n",
            "> 8182, dA[0.016,0.009] dB[0.016,0.021] g[7.798,8.005]\n",
            "> 8183, dA[0.037,0.040] dB[0.090,0.013] g[4.166,3.585]\n",
            "> 8184, dA[0.047,0.010] dB[0.021,0.011] g[4.215,4.606]\n",
            "> 8185, dA[0.029,0.014] dB[0.020,0.014] g[3.314,4.049]\n",
            "> 8186, dA[0.028,0.026] dB[0.056,0.051] g[6.666,5.647]\n",
            "> 8187, dA[0.042,0.035] dB[0.042,0.028] g[5.814,7.183]\n",
            "> 8188, dA[0.015,0.038] dB[0.009,0.048] g[3.050,4.552]\n",
            "> 8189, dA[0.029,0.016] dB[0.009,0.015] g[5.335,5.328]\n",
            "> 8190, dA[0.056,0.083] dB[0.053,0.023] g[4.065,3.901]\n",
            "> 8191, dA[0.017,0.043] dB[0.037,0.104] g[3.105,3.675]\n",
            "> 8192, dA[0.018,0.015] dB[0.095,0.061] g[3.469,3.726]\n",
            "> 8193, dA[0.008,0.015] dB[0.007,0.010] g[2.961,3.186]\n",
            "> 8194, dA[0.002,0.037] dB[0.009,0.096] g[4.567,6.118]\n",
            "> 8195, dA[0.020,0.014] dB[0.038,0.065] g[5.287,6.187]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_008195.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_008195.h5\n",
            "> 8196, dA[0.007,0.006] dB[0.024,0.077] g[5.265,6.594]\n",
            "> 8197, dA[0.005,0.013] dB[0.005,0.028] g[5.948,6.896]\n",
            "> 8198, dA[0.036,0.004] dB[0.091,0.011] g[3.776,4.074]\n",
            "> 8199, dA[0.063,0.031] dB[0.032,0.012] g[5.481,5.443]\n",
            "> 8200, dA[0.033,0.063] dB[0.024,0.116] g[3.909,4.997]\n",
            "> 8201, dA[0.009,0.069] dB[0.077,0.019] g[3.928,4.265]\n",
            "> 8202, dA[0.019,0.012] dB[0.022,0.028] g[3.161,4.082]\n",
            "> 8203, dA[0.008,0.184] dB[0.018,0.035] g[4.164,4.194]\n",
            "> 8204, dA[0.011,0.065] dB[0.050,0.118] g[2.447,3.334]\n",
            "> 8205, dA[0.010,0.018] dB[0.012,0.018] g[7.295,6.571]\n",
            "> 8206, dA[0.038,0.004] dB[0.053,0.041] g[3.274,3.561]\n",
            "> 8207, dA[0.055,0.023] dB[0.066,0.009] g[4.037,3.195]\n",
            "> 8208, dA[0.032,0.015] dB[0.045,0.065] g[2.591,3.265]\n",
            "> 8209, dA[0.007,0.061] dB[0.033,0.022] g[2.877,3.457]\n",
            "> 8210, dA[0.055,0.015] dB[0.009,0.015] g[6.709,6.279]\n",
            "> 8211, dA[0.054,0.215] dB[0.057,0.067] g[4.295,3.884]\n",
            "> 8212, dA[0.022,0.008] dB[0.105,0.313] g[2.463,3.431]\n",
            "> 8213, dA[0.028,0.015] dB[0.101,0.010] g[3.738,3.229]\n",
            "> 8214, dA[0.136,0.074] dB[0.058,0.019] g[4.327,3.917]\n",
            "> 8215, dA[0.011,0.036] dB[0.017,0.070] g[5.806,6.504]\n",
            "> 8216, dA[0.021,0.024] dB[0.009,0.035] g[6.568,5.916]\n",
            "> 8217, dA[0.014,0.008] dB[0.034,0.070] g[3.798,5.061]\n",
            "> 8218, dA[0.011,0.011] dB[0.019,0.045] g[4.042,5.088]\n",
            "> 8219, dA[0.012,0.101] dB[0.023,0.013] g[4.229,4.807]\n",
            "> 8220, dA[0.006,0.052] dB[0.070,0.016] g[4.404,4.490]\n",
            "> 8221, dA[0.093,0.020] dB[0.019,0.013] g[3.353,4.816]\n",
            "> 8222, dA[0.019,0.030] dB[0.030,0.015] g[4.880,4.383]\n",
            "> 8223, dA[0.019,0.006] dB[0.053,0.072] g[3.812,3.722]\n",
            "> 8224, dA[0.041,0.006] dB[0.010,0.026] g[5.165,4.993]\n",
            "> 8225, dA[0.006,0.027] dB[0.062,0.045] g[3.900,4.148]\n",
            "> 8226, dA[0.116,0.103] dB[0.012,0.083] g[4.479,5.082]\n",
            "> 8227, dA[0.006,0.019] dB[0.021,0.038] g[3.688,3.462]\n",
            "> 8228, dA[0.020,0.017] dB[0.218,0.021] g[4.063,4.620]\n",
            "> 8229, dA[0.023,0.014] dB[0.065,0.223] g[3.779,4.533]\n",
            "> 8230, dA[0.038,0.007] dB[0.013,0.035] g[4.013,4.530]\n",
            "> 8231, dA[0.012,0.013] dB[0.104,0.009] g[4.971,5.280]\n",
            "> 8232, dA[0.021,0.074] dB[0.037,0.101] g[3.176,3.545]\n",
            "> 8233, dA[0.174,0.098] dB[0.013,0.075] g[3.541,3.656]\n",
            "> 8234, dA[0.040,0.094] dB[0.093,0.016] g[4.009,3.959]\n",
            "> 8235, dA[0.011,0.042] dB[0.012,0.041] g[6.705,6.488]\n",
            "> 8236, dA[0.010,0.014] dB[0.004,0.016] g[4.930,5.958]\n",
            "> 8237, dA[0.069,0.034] dB[0.420,0.017] g[3.971,3.552]\n",
            "> 8238, dA[0.008,0.018] dB[0.018,0.041] g[3.378,3.684]\n",
            "> 8239, dA[0.050,0.074] dB[0.048,0.073] g[2.436,2.857]\n",
            "> 8240, dA[0.197,0.020] dB[0.009,0.028] g[4.363,4.850]\n",
            "> 8241, dA[0.041,0.013] dB[0.007,0.038] g[4.537,3.789]\n",
            "> 8242, dA[0.014,0.053] dB[0.019,0.043] g[3.457,3.829]\n",
            "> 8243, dA[0.018,0.007] dB[0.189,0.074] g[3.160,3.477]\n",
            "> 8244, dA[0.082,0.058] dB[0.020,0.035] g[3.930,4.972]\n",
            "> 8245, dA[0.009,0.016] dB[0.012,0.006] g[2.700,3.169]\n",
            "> 8246, dA[0.008,0.009] dB[0.021,0.007] g[4.808,5.912]\n",
            "> 8247, dA[0.011,0.013] dB[0.014,0.009] g[6.806,6.030]\n",
            "> 8248, dA[0.009,0.034] dB[0.037,0.031] g[3.309,2.884]\n",
            "> 8249, dA[0.092,0.016] dB[0.173,0.028] g[3.795,4.018]\n",
            "> 8250, dA[0.014,0.059] dB[0.030,0.016] g[4.041,4.497]\n",
            "> 8251, dA[0.007,0.012] dB[0.032,0.027] g[5.980,6.005]\n",
            "> 8252, dA[0.078,0.035] dB[0.005,0.162] g[4.917,5.502]\n",
            "> 8253, dA[0.019,0.024] dB[0.171,0.020] g[3.442,2.864]\n",
            "> 8254, dA[0.015,0.015] dB[0.030,0.048] g[4.668,5.384]\n",
            "> 8255, dA[0.023,0.008] dB[0.009,0.093] g[3.800,3.698]\n",
            "> 8256, dA[0.018,0.147] dB[0.056,0.017] g[3.127,2.809]\n",
            "> 8257, dA[0.031,0.030] dB[0.007,0.016] g[9.032,10.042]\n",
            "> 8258, dA[0.030,0.081] dB[0.005,0.123] g[5.288,7.092]\n",
            "> 8259, dA[0.027,0.049] dB[0.044,0.008] g[4.323,3.973]\n",
            "> 8260, dA[0.020,0.017] dB[0.017,0.022] g[4.107,4.765]\n",
            "> 8261, dA[0.005,0.096] dB[0.138,0.021] g[3.349,3.382]\n",
            "> 8262, dA[0.121,0.048] dB[0.162,0.043] g[3.177,3.811]\n",
            "> 8263, dA[0.021,0.017] dB[0.013,0.063] g[5.695,6.294]\n",
            "> 8264, dA[0.010,0.010] dB[0.029,0.087] g[5.170,6.112]\n",
            "> 8265, dA[0.026,0.107] dB[0.021,0.010] g[5.318,4.342]\n",
            "> 8266, dA[0.252,0.197] dB[0.089,0.016] g[4.907,4.727]\n",
            "> 8267, dA[0.011,0.019] dB[0.031,0.107] g[2.964,3.546]\n",
            "> 8268, dA[0.004,0.024] dB[0.048,0.016] g[3.296,3.005]\n",
            "> 8269, dA[0.037,0.008] dB[0.036,0.025] g[5.008,5.270]\n",
            "> 8270, dA[0.037,0.011] dB[0.005,0.025] g[5.292,5.113]\n",
            "> 8271, dA[0.008,0.011] dB[0.019,0.014] g[4.828,5.537]\n",
            "> 8272, dA[0.079,0.354] dB[0.174,0.021] g[2.935,2.312]\n",
            "> 8273, dA[0.047,0.059] dB[0.036,0.115] g[3.163,4.598]\n",
            "> 8274, dA[0.027,0.084] dB[0.013,0.044] g[3.625,4.863]\n",
            "> 8275, dA[0.004,0.020] dB[0.139,0.082] g[3.179,3.773]\n",
            "> 8276, dA[0.143,0.048] dB[0.012,0.080] g[2.327,3.555]\n",
            "> 8277, dA[0.055,0.165] dB[0.071,0.019] g[3.153,2.834]\n",
            "> 8278, dA[0.102,0.081] dB[0.025,0.039] g[3.751,4.089]\n",
            "> 8279, dA[0.007,0.038] dB[0.033,0.111] g[4.075,5.602]\n",
            "> 8280, dA[0.063,0.014] dB[0.020,0.016] g[3.670,3.864]\n",
            "> 8281, dA[0.063,0.100] dB[0.128,0.011] g[3.444,3.511]\n",
            "> 8282, dA[0.087,0.020] dB[0.010,0.106] g[5.167,5.055]\n",
            "> 8283, dA[0.125,0.054] dB[0.031,0.029] g[3.215,3.765]\n",
            "> 8284, dA[0.007,0.035] dB[0.117,0.039] g[3.273,3.572]\n",
            "> 8285, dA[0.096,0.230] dB[0.010,0.032] g[2.691,2.997]\n",
            "> 8286, dA[0.016,0.010] dB[0.030,0.022] g[4.208,4.511]\n",
            "> 8287, dA[0.032,0.034] dB[0.013,0.062] g[4.433,4.085]\n",
            "> 8288, dA[0.037,0.010] dB[0.011,0.133] g[3.059,4.407]\n",
            "> 8289, dA[0.296,0.124] dB[0.025,0.013] g[3.198,3.467]\n",
            "> 8290, dA[0.099,0.127] dB[0.032,0.019] g[8.562,6.091]\n",
            "> 8291, dA[0.015,0.079] dB[0.098,0.032] g[3.822,3.223]\n",
            "> 8292, dA[0.132,0.012] dB[0.016,0.026] g[4.014,3.713]\n",
            "> 8293, dA[0.056,0.142] dB[0.008,0.012] g[2.578,2.410]\n",
            "> 8294, dA[0.106,0.096] dB[0.013,0.019] g[3.304,3.329]\n",
            "> 8295, dA[0.008,0.068] dB[0.053,0.015] g[2.992,3.613]\n",
            "> 8296, dA[0.023,0.047] dB[0.006,0.074] g[5.102,4.812]\n",
            "> 8297, dA[0.211,0.063] dB[0.029,0.028] g[3.897,3.753]\n",
            "> 8298, dA[0.010,0.043] dB[0.050,0.060] g[4.455,3.798]\n",
            "> 8299, dA[0.139,0.028] dB[0.046,0.045] g[4.586,4.407]\n",
            "> 8300, dA[0.016,0.029] dB[0.068,0.016] g[4.249,4.028]\n",
            "> 8301, dA[0.017,0.010] dB[0.013,0.013] g[4.763,4.618]\n",
            "> 8302, dA[0.003,0.044] dB[0.006,0.025] g[5.857,6.501]\n",
            "> 8303, dA[0.269,0.131] dB[0.010,0.014] g[4.016,3.988]\n",
            "> 8304, dA[0.026,0.031] dB[0.007,0.039] g[3.826,4.496]\n",
            "> 8305, dA[0.018,0.026] dB[0.024,0.095] g[4.122,4.370]\n",
            "> 8306, dA[0.021,0.011] dB[0.015,0.035] g[4.212,3.430]\n",
            "> 8307, dA[0.038,0.010] dB[0.267,0.032] g[3.948,3.156]\n",
            "> 8308, dA[0.007,0.289] dB[0.062,0.165] g[2.817,2.931]\n",
            "> 8309, dA[0.108,0.014] dB[0.043,0.102] g[3.408,4.117]\n",
            "> 8310, dA[0.067,0.019] dB[0.175,0.013] g[3.664,3.557]\n",
            "> 8311, dA[0.013,0.203] dB[0.039,0.096] g[3.226,4.120]\n",
            "> 8312, dA[0.092,0.028] dB[0.019,0.022] g[5.309,5.757]\n",
            "> 8313, dA[0.147,0.051] dB[0.051,0.033] g[3.552,4.009]\n",
            "> 8314, dA[0.018,0.018] dB[0.047,0.010] g[3.299,3.346]\n",
            "> 8315, dA[0.052,0.032] dB[0.046,0.037] g[3.957,4.001]\n",
            "> 8316, dA[0.015,0.025] dB[0.075,0.064] g[4.115,5.474]\n",
            "> 8317, dA[0.040,0.011] dB[0.018,0.055] g[2.156,3.209]\n",
            "> 8318, dA[0.011,0.013] dB[0.022,0.020] g[6.046,5.198]\n",
            "> 8319, dA[0.007,0.014] dB[0.018,0.008] g[7.468,6.769]\n",
            "> 8320, dA[0.013,0.064] dB[0.166,0.012] g[5.176,4.765]\n",
            "> 8321, dA[0.013,0.007] dB[0.027,0.030] g[5.019,5.348]\n",
            "> 8322, dA[0.036,0.014] dB[0.023,0.016] g[3.311,4.359]\n",
            "> 8323, dA[0.004,0.128] dB[0.046,0.017] g[3.559,3.271]\n",
            "> 8324, dA[0.022,0.010] dB[0.014,0.044] g[3.231,3.349]\n",
            "> 8325, dA[0.005,0.005] dB[0.030,0.092] g[3.962,3.425]\n",
            "> 8326, dA[0.007,0.044] dB[0.235,0.048] g[5.477,6.103]\n",
            "> 8327, dA[0.163,0.012] dB[0.066,0.063] g[2.858,3.065]\n",
            "> 8328, dA[0.108,0.167] dB[0.030,0.067] g[3.847,3.506]\n",
            "> 8329, dA[0.024,0.038] dB[0.039,0.022] g[4.027,3.483]\n",
            "> 8330, dA[0.007,0.018] dB[0.009,0.038] g[4.928,5.803]\n",
            "> 8331, dA[0.009,0.008] dB[0.031,0.013] g[4.328,4.975]\n",
            "> 8332, dA[0.010,0.018] dB[0.018,0.008] g[8.747,8.136]\n",
            "> 8333, dA[0.007,0.014] dB[0.021,0.018] g[6.630,7.347]\n",
            "> 8334, dA[0.030,0.004] dB[0.006,0.021] g[3.572,4.171]\n",
            "> 8335, dA[0.013,0.036] dB[0.012,0.020] g[5.408,4.408]\n",
            "> 8336, dA[0.013,0.203] dB[0.048,0.012] g[3.019,2.818]\n",
            "> 8337, dA[0.057,0.005] dB[0.030,0.118] g[4.035,4.430]\n",
            "> 8338, dA[0.277,0.013] dB[0.012,0.036] g[3.282,2.981]\n",
            "> 8339, dA[0.051,0.020] dB[0.008,0.063] g[4.063,4.572]\n",
            "> 8340, dA[0.006,0.144] dB[0.117,0.017] g[5.411,5.517]\n",
            "> 8341, dA[0.027,0.033] dB[0.024,0.015] g[5.908,6.951]\n",
            "> 8342, dA[0.040,0.019] dB[0.016,0.022] g[4.016,5.062]\n",
            "> 8343, dA[0.010,0.013] dB[0.034,0.034] g[3.945,4.970]\n",
            "> 8344, dA[0.006,0.017] dB[0.043,0.032] g[3.271,3.458]\n",
            "> 8345, dA[0.075,0.016] dB[0.012,0.202] g[3.272,4.281]\n",
            "> 8346, dA[0.024,0.009] dB[0.007,0.024] g[3.628,4.313]\n",
            "> 8347, dA[0.009,0.007] dB[0.046,0.037] g[10.169,11.763]\n",
            "> 8348, dA[0.049,0.010] dB[0.190,0.026] g[4.044,4.357]\n",
            "> 8349, dA[0.007,0.018] dB[0.064,0.017] g[5.908,5.022]\n",
            "> 8350, dA[0.011,0.034] dB[0.015,0.044] g[3.391,3.520]\n",
            "> 8351, dA[0.055,0.024] dB[0.018,0.022] g[3.306,4.597]\n",
            "> 8352, dA[0.015,0.007] dB[0.214,0.107] g[4.609,4.660]\n",
            "> 8353, dA[0.021,0.017] dB[0.022,0.016] g[4.375,5.319]\n",
            "> 8354, dA[0.025,0.011] dB[0.017,0.037] g[4.456,4.436]\n",
            "> 8355, dA[0.007,0.009] dB[0.015,0.132] g[6.697,5.901]\n",
            "> 8356, dA[0.004,0.015] dB[0.052,0.014] g[5.078,6.755]\n",
            "> 8357, dA[0.016,0.013] dB[0.043,0.029] g[3.330,4.750]\n",
            "> 8358, dA[0.065,0.068] dB[0.066,0.088] g[3.511,4.913]\n",
            "> 8359, dA[0.011,0.045] dB[0.141,0.047] g[3.981,4.137]\n",
            "> 8360, dA[0.011,0.012] dB[0.021,0.173] g[5.457,5.335]\n",
            "> 8361, dA[0.022,0.005] dB[0.065,0.020] g[3.678,3.650]\n",
            "> 8362, dA[0.005,0.006] dB[0.022,0.010] g[5.495,6.631]\n",
            "> 8363, dA[0.012,0.012] dB[0.014,0.013] g[7.838,8.374]\n",
            "> 8364, dA[0.038,0.032] dB[0.009,0.012] g[4.685,5.102]\n",
            "> 8365, dA[0.010,0.026] dB[0.131,0.079] g[4.050,4.438]\n",
            "> 8366, dA[0.029,0.008] dB[0.008,0.232] g[3.038,4.377]\n",
            "> 8367, dA[0.028,0.045] dB[0.010,0.037] g[6.059,5.701]\n",
            "> 8368, dA[0.010,0.014] dB[0.059,0.022] g[4.901,6.624]\n",
            "> 8369, dA[0.043,0.007] dB[0.050,0.007] g[4.591,4.939]\n",
            "> 8370, dA[0.008,0.008] dB[0.053,0.020] g[3.773,3.947]\n",
            "> 8371, dA[0.028,0.032] dB[0.003,0.016] g[5.103,4.719]\n",
            "> 8372, dA[0.075,0.012] dB[0.014,0.039] g[3.678,4.069]\n",
            "> 8373, dA[0.105,0.138] dB[0.037,0.054] g[5.444,4.694]\n",
            "> 8374, dA[0.013,0.008] dB[0.012,0.052] g[2.785,4.130]\n",
            "> 8375, dA[0.006,0.016] dB[0.189,0.028] g[3.773,3.854]\n",
            "> 8376, dA[0.239,0.094] dB[0.028,0.096] g[3.234,4.465]\n",
            "> 8377, dA[0.089,0.019] dB[0.108,0.015] g[6.368,8.049]\n",
            "> 8378, dA[0.012,0.018] dB[0.015,0.080] g[4.453,5.179]\n",
            "> 8379, dA[0.055,0.026] dB[0.039,0.024] g[4.289,4.651]\n",
            "> 8380, dA[0.011,0.019] dB[0.069,0.014] g[4.044,4.071]\n",
            "> 8381, dA[0.006,0.015] dB[0.048,0.065] g[4.942,7.042]\n",
            "> 8382, dA[0.013,0.035] dB[0.032,0.036] g[3.189,4.064]\n",
            "> 8383, dA[0.012,0.020] dB[0.028,0.030] g[8.373,8.187]\n",
            "> 8384, dA[0.005,0.031] dB[0.027,0.039] g[3.465,3.760]\n",
            "> 8385, dA[0.103,0.037] dB[0.015,0.024] g[4.718,4.620]\n",
            "> 8386, dA[0.005,0.014] dB[0.004,0.016] g[6.589,5.700]\n",
            "> 8387, dA[0.028,0.138] dB[0.010,0.041] g[3.473,4.001]\n",
            "> 8388, dA[0.044,0.017] dB[0.018,0.015] g[6.796,5.925]\n",
            "> 8389, dA[0.030,0.015] dB[0.012,0.012] g[3.114,3.466]\n",
            "> 8390, dA[0.006,0.024] dB[0.193,0.033] g[3.617,3.498]\n",
            "> 8391, dA[0.011,0.009] dB[0.026,0.018] g[3.481,4.099]\n",
            "> 8392, dA[0.075,0.047] dB[0.071,0.151] g[2.398,2.943]\n",
            "> 8393, dA[0.017,0.025] dB[0.030,0.015] g[3.900,4.409]\n",
            "> 8394, dA[0.005,0.236] dB[0.038,0.073] g[2.937,2.144]\n",
            "> 8395, dA[0.089,0.031] dB[0.039,0.006] g[4.804,6.702]\n",
            "> 8396, dA[0.043,0.075] dB[0.039,0.032] g[3.768,3.976]\n",
            "> 8397, dA[0.010,0.011] dB[0.063,0.010] g[3.473,4.186]\n",
            "> 8398, dA[0.008,0.013] dB[0.019,0.079] g[9.219,8.960]\n",
            "> 8399, dA[0.008,0.014] dB[0.047,0.014] g[3.690,4.332]\n",
            "> 8400, dA[0.073,0.042] dB[0.020,0.029] g[3.871,3.510]\n",
            "> 8401, dA[0.075,0.035] dB[0.008,0.051] g[4.486,5.238]\n",
            "> 8402, dA[0.015,0.021] dB[0.045,0.019] g[4.116,4.516]\n",
            "> 8403, dA[0.033,0.014] dB[0.042,0.021] g[4.193,4.766]\n",
            "> 8404, dA[0.053,0.202] dB[0.010,0.054] g[2.553,2.898]\n",
            "> 8405, dA[0.005,0.007] dB[0.021,0.064] g[5.307,5.216]\n",
            "> 8406, dA[0.019,0.006] dB[0.005,0.018] g[6.478,6.837]\n",
            "> 8407, dA[0.174,0.154] dB[0.096,0.112] g[2.933,3.294]\n",
            "> 8408, dA[0.011,0.018] dB[0.014,0.011] g[3.708,4.744]\n",
            "> 8409, dA[0.032,0.006] dB[0.025,0.029] g[3.665,5.243]\n",
            "> 8410, dA[0.014,0.009] dB[0.010,0.007] g[5.015,5.203]\n",
            "> 8411, dA[0.090,0.019] dB[0.005,0.141] g[3.363,3.547]\n",
            "> 8412, dA[0.027,0.011] dB[0.090,0.032] g[7.221,7.402]\n",
            "> 8413, dA[0.028,0.064] dB[0.014,0.029] g[7.117,5.605]\n",
            "> 8414, dA[0.014,0.022] dB[0.016,0.039] g[3.506,4.279]\n",
            "> 8415, dA[0.213,0.165] dB[0.158,0.104] g[3.317,4.116]\n",
            "> 8416, dA[0.088,0.168] dB[0.034,0.032] g[2.986,3.285]\n",
            "> 8417, dA[0.075,0.014] dB[0.024,0.012] g[6.908,6.727]\n",
            "> 8418, dA[0.046,0.032] dB[0.090,0.068] g[3.054,3.472]\n",
            "> 8419, dA[0.131,0.008] dB[0.014,0.027] g[2.390,2.480]\n",
            "> 8420, dA[0.007,0.009] dB[0.007,0.067] g[3.792,4.253]\n",
            "> 8421, dA[0.067,0.016] dB[0.049,0.012] g[3.952,4.345]\n",
            "> 8422, dA[0.012,0.007] dB[0.012,0.019] g[8.835,7.642]\n",
            "> 8423, dA[0.016,0.032] dB[0.026,0.025] g[4.058,4.483]\n",
            "> 8424, dA[0.010,0.043] dB[0.007,0.130] g[3.910,5.017]\n",
            "> 8425, dA[0.235,0.132] dB[0.018,0.012] g[4.303,4.291]\n",
            "> 8426, dA[0.027,0.081] dB[0.014,0.012] g[4.917,3.740]\n",
            "> 8427, dA[0.028,0.026] dB[0.131,0.018] g[3.211,4.391]\n",
            "> 8428, dA[0.022,0.012] dB[0.013,0.010] g[4.628,5.229]\n",
            "> 8429, dA[0.045,0.006] dB[0.070,0.049] g[3.174,4.618]\n",
            "> 8430, dA[0.007,0.022] dB[0.008,0.016] g[6.685,6.865]\n",
            "> 8431, dA[0.011,0.064] dB[0.017,0.013] g[7.231,6.277]\n",
            "> 8432, dA[0.021,0.050] dB[0.082,0.011] g[4.576,4.309]\n",
            "> 8433, dA[0.105,0.019] dB[0.010,0.020] g[3.115,3.837]\n",
            "> 8434, dA[0.015,0.021] dB[0.048,0.066] g[2.165,3.075]\n",
            "> 8435, dA[0.071,0.060] dB[0.011,0.024] g[6.841,5.448]\n",
            "> 8436, dA[0.031,0.027] dB[0.057,0.006] g[3.718,3.281]\n",
            "> 8437, dA[0.055,0.010] dB[0.012,0.020] g[2.611,2.814]\n",
            "> 8438, dA[0.023,0.006] dB[0.013,0.216] g[1.895,3.163]\n",
            "> 8439, dA[0.010,0.030] dB[0.027,0.069] g[3.234,4.015]\n",
            "> 8440, dA[0.043,0.036] dB[0.049,0.037] g[4.821,4.477]\n",
            "> 8441, dA[0.054,0.041] dB[0.023,0.008] g[4.740,4.628]\n",
            "> 8442, dA[0.005,0.010] dB[0.040,0.025] g[4.925,6.609]\n",
            "> 8443, dA[0.024,0.039] dB[0.008,0.005] g[3.656,2.876]\n",
            "> 8444, dA[0.009,0.018] dB[0.064,0.066] g[3.132,4.055]\n",
            "> 8445, dA[0.041,0.016] dB[0.108,0.016] g[4.968,6.071]\n",
            "> 8446, dA[0.013,0.007] dB[0.017,0.034] g[6.122,5.149]\n",
            "> 8447, dA[0.005,0.009] dB[0.014,0.015] g[8.115,8.390]\n",
            "> 8448, dA[0.007,0.005] dB[0.007,0.025] g[5.303,5.725]\n",
            "> 8449, dA[0.006,0.023] dB[0.030,0.014] g[5.278,5.095]\n",
            "> 8450, dA[0.010,0.005] dB[0.007,0.019] g[7.223,5.929]\n",
            "> 8451, dA[0.030,0.052] dB[0.013,0.009] g[6.438,5.585]\n",
            "> 8452, dA[0.037,0.022] dB[0.253,0.052] g[3.391,3.671]\n",
            "> 8453, dA[0.009,0.007] dB[0.015,0.070] g[4.131,3.998]\n",
            "> 8454, dA[0.010,0.038] dB[0.060,0.125] g[3.435,4.077]\n",
            "> 8455, dA[0.013,0.014] dB[0.011,0.012] g[5.023,5.477]\n",
            "> 8456, dA[0.368,0.132] dB[0.070,0.063] g[4.018,4.388]\n",
            "> 8457, dA[0.010,0.019] dB[0.019,0.010] g[4.366,4.988]\n",
            "> 8458, dA[0.007,0.011] dB[0.008,0.076] g[6.070,7.398]\n",
            "> 8459, dA[0.185,0.027] dB[0.008,0.027] g[4.437,4.413]\n",
            "> 8460, dA[0.039,0.039] dB[0.204,0.008] g[5.241,6.325]\n",
            "> 8461, dA[0.013,0.023] dB[0.068,0.240] g[5.249,6.805]\n",
            "> 8462, dA[0.005,0.145] dB[0.115,0.030] g[4.341,4.868]\n",
            "> 8463, dA[0.235,0.023] dB[0.036,0.013] g[9.941,8.707]\n",
            "> 8464, dA[0.018,0.024] dB[0.015,0.015] g[4.044,4.922]\n",
            "> 8465, dA[0.054,0.015] dB[0.049,0.017] g[3.413,3.500]\n",
            "> 8466, dA[0.019,0.017] dB[0.014,0.018] g[6.033,5.250]\n",
            "> 8467, dA[0.017,0.054] dB[0.014,0.050] g[3.449,3.679]\n",
            "> 8468, dA[0.142,0.099] dB[0.052,0.016] g[3.748,3.710]\n",
            "> 8469, dA[0.011,0.010] dB[0.015,0.013] g[3.704,4.071]\n",
            "> 8470, dA[0.003,0.054] dB[0.015,0.068] g[4.724,5.410]\n",
            "> 8471, dA[0.029,0.062] dB[0.012,0.018] g[3.991,3.757]\n",
            "> 8472, dA[0.006,0.022] dB[0.116,0.020] g[4.089,4.864]\n",
            "> 8473, dA[0.028,0.036] dB[0.063,0.089] g[3.406,3.487]\n",
            "> 8474, dA[0.016,0.034] dB[0.040,0.010] g[3.785,4.939]\n",
            "> 8475, dA[0.005,0.014] dB[0.065,0.050] g[4.373,4.698]\n",
            "> 8476, dA[0.083,0.018] dB[0.024,0.115] g[4.139,4.675]\n",
            "> 8477, dA[0.012,0.029] dB[0.046,0.071] g[4.096,4.491]\n",
            "> 8478, dA[0.020,0.042] dB[0.050,0.103] g[3.444,4.796]\n",
            "> 8479, dA[0.009,0.014] dB[0.064,0.021] g[4.495,5.948]\n",
            "> 8480, dA[0.111,0.010] dB[0.008,0.020] g[7.553,8.215]\n",
            "> 8481, dA[0.024,0.017] dB[0.023,0.031] g[4.690,5.459]\n",
            "> 8482, dA[0.020,0.438] dB[0.011,0.027] g[4.307,3.394]\n",
            "> 8483, dA[0.116,0.018] dB[0.042,0.021] g[4.305,4.535]\n",
            "> 8484, dA[0.322,0.033] dB[0.015,0.023] g[5.169,6.236]\n",
            "> 8485, dA[0.109,0.095] dB[0.017,0.015] g[6.904,5.738]\n",
            "> 8486, dA[0.050,0.036] dB[0.015,0.032] g[3.469,4.298]\n",
            "> 8487, dA[0.018,0.038] dB[0.013,0.031] g[4.492,4.129]\n",
            "> 8488, dA[0.037,0.226] dB[0.066,0.070] g[4.543,5.172]\n",
            "> 8489, dA[0.154,0.208] dB[0.055,0.013] g[4.296,3.673]\n",
            "> 8490, dA[0.043,0.031] dB[0.017,0.018] g[3.045,3.856]\n",
            "> 8491, dA[0.076,0.014] dB[0.007,0.024] g[4.539,6.267]\n",
            "> 8492, dA[0.034,0.049] dB[0.011,0.021] g[8.343,7.579]\n",
            "> 8493, dA[0.039,0.031] dB[0.076,0.016] g[3.678,3.605]\n",
            "> 8494, dA[0.019,0.026] dB[0.028,0.007] g[3.350,3.518]\n",
            "> 8495, dA[0.025,0.039] dB[0.013,0.061] g[3.890,4.473]\n",
            "> 8496, dA[0.041,0.054] dB[0.009,0.033] g[3.867,4.593]\n",
            "> 8497, dA[0.017,0.231] dB[0.025,0.012] g[4.632,4.086]\n",
            "> 8498, dA[0.049,0.050] dB[0.006,0.006] g[6.421,5.646]\n",
            "> 8499, dA[0.232,0.059] dB[0.143,0.092] g[3.004,4.414]\n",
            "> 8500, dA[0.028,0.189] dB[0.074,0.055] g[3.879,3.267]\n",
            "> 8501, dA[0.024,0.059] dB[0.037,0.021] g[2.100,2.758]\n",
            "> 8502, dA[0.251,0.018] dB[0.017,0.095] g[4.335,5.437]\n",
            "> 8503, dA[0.019,0.086] dB[0.016,0.039] g[4.928,5.637]\n",
            "> 8504, dA[0.022,0.017] dB[0.044,0.023] g[3.974,4.221]\n",
            "> 8505, dA[0.055,0.136] dB[0.121,0.118] g[3.153,3.229]\n",
            "> 8506, dA[0.007,0.009] dB[0.017,0.028] g[6.988,6.418]\n",
            "> 8507, dA[0.112,0.021] dB[0.225,0.021] g[3.536,4.078]\n",
            "> 8508, dA[0.013,0.047] dB[0.017,0.152] g[4.562,6.155]\n",
            "> 8509, dA[0.033,0.123] dB[0.017,0.094] g[8.215,6.409]\n",
            "> 8510, dA[0.108,0.025] dB[0.052,0.040] g[3.499,4.284]\n",
            "> 8511, dA[0.020,0.023] dB[0.032,0.019] g[3.408,3.697]\n",
            "> 8512, dA[0.021,0.043] dB[0.100,0.159] g[2.386,2.614]\n",
            "> 8513, dA[0.025,0.016] dB[0.014,0.065] g[5.166,5.511]\n",
            "> 8514, dA[0.012,0.015] dB[0.142,0.026] g[5.365,6.850]\n",
            "> 8515, dA[0.083,0.020] dB[0.050,0.034] g[2.704,2.757]\n",
            "> 8516, dA[0.061,0.019] dB[0.067,0.083] g[4.012,3.824]\n",
            "> 8517, dA[0.009,0.014] dB[0.007,0.030] g[4.648,5.657]\n",
            "> 8518, dA[0.015,0.009] dB[0.034,0.016] g[2.998,3.539]\n",
            "> 8519, dA[0.006,0.112] dB[0.015,0.017] g[4.178,3.963]\n",
            "> 8520, dA[0.008,0.015] dB[0.015,0.033] g[3.497,4.063]\n",
            "> 8521, dA[0.420,0.015] dB[0.036,0.117] g[3.167,4.378]\n",
            "> 8522, dA[0.021,0.362] dB[0.093,0.045] g[3.269,2.868]\n",
            "> 8523, dA[0.030,0.012] dB[0.058,0.012] g[3.792,5.790]\n",
            "> 8524, dA[0.023,0.041] dB[0.011,0.013] g[6.013,7.431]\n",
            "> 8525, dA[0.016,0.012] dB[0.170,0.105] g[5.079,5.696]\n",
            "> 8526, dA[0.033,0.061] dB[0.056,0.036] g[3.850,4.124]\n",
            "> 8527, dA[0.059,0.031] dB[0.010,0.082] g[6.181,5.936]\n",
            "> 8528, dA[0.024,0.018] dB[0.234,0.020] g[3.459,2.965]\n",
            "> 8529, dA[0.014,0.029] dB[0.011,0.085] g[5.560,6.413]\n",
            "> 8530, dA[0.008,0.043] dB[0.098,0.017] g[3.450,2.908]\n",
            "> 8531, dA[0.014,0.037] dB[0.018,0.029] g[4.645,4.329]\n",
            "> 8532, dA[0.068,0.014] dB[0.020,0.011] g[5.770,5.928]\n",
            "> 8533, dA[0.007,0.158] dB[0.101,0.037] g[3.442,3.533]\n",
            "> 8534, dA[0.093,0.140] dB[0.023,0.142] g[2.646,2.682]\n",
            "> 8535, dA[0.022,0.035] dB[0.031,0.031] g[2.811,3.195]\n",
            "> 8536, dA[0.014,0.012] dB[0.092,0.036] g[4.833,6.081]\n",
            "> 8537, dA[0.027,0.013] dB[0.070,0.111] g[2.539,3.437]\n",
            "> 8538, dA[0.112,0.193] dB[0.086,0.103] g[3.488,2.601]\n",
            "> 8539, dA[0.058,0.009] dB[0.012,0.026] g[3.212,3.374]\n",
            "> 8540, dA[0.071,0.047] dB[0.026,0.024] g[4.243,4.144]\n",
            "> 8541, dA[0.026,0.016] dB[0.009,0.142] g[4.419,5.186]\n",
            "> 8542, dA[0.075,0.012] dB[0.059,0.067] g[3.236,3.045]\n",
            "> 8543, dA[0.012,0.078] dB[0.018,0.046] g[5.248,4.822]\n",
            "> 8544, dA[0.016,0.019] dB[0.010,0.034] g[4.359,4.633]\n",
            "> 8545, dA[0.112,0.015] dB[0.058,0.017] g[4.276,4.608]\n",
            "> 8546, dA[0.086,0.071] dB[0.026,0.024] g[4.049,3.926]\n",
            "> 8547, dA[0.023,0.018] dB[0.061,0.039] g[4.159,4.061]\n",
            "> 8548, dA[0.070,0.013] dB[0.021,0.032] g[3.407,4.275]\n",
            "> 8549, dA[0.033,0.022] dB[0.036,0.011] g[3.295,4.485]\n",
            "> 8550, dA[0.012,0.040] dB[0.028,0.142] g[3.112,3.755]\n",
            "> 8551, dA[0.011,0.017] dB[0.052,0.008] g[3.446,3.877]\n",
            "> 8552, dA[0.019,0.007] dB[0.024,0.060] g[6.019,5.131]\n",
            "> 8553, dA[0.026,0.043] dB[0.090,0.084] g[3.025,3.589]\n",
            "> 8554, dA[0.006,0.022] dB[0.027,0.012] g[4.840,5.963]\n",
            "> 8555, dA[0.043,0.042] dB[0.021,0.016] g[5.338,6.103]\n",
            "> 8556, dA[0.010,0.038] dB[0.119,0.137] g[4.169,4.673]\n",
            "> 8557, dA[0.010,0.015] dB[0.009,0.070] g[5.711,8.220]\n",
            "> 8558, dA[0.005,0.010] dB[0.161,0.030] g[2.720,2.481]\n",
            "> 8559, dA[0.016,0.025] dB[0.025,0.023] g[4.361,5.064]\n",
            "> 8560, dA[0.015,0.025] dB[0.173,0.039] g[3.445,3.324]\n",
            "> 8561, dA[0.008,0.044] dB[0.101,0.038] g[3.560,4.007]\n",
            "> 8562, dA[0.095,0.043] dB[0.064,0.123] g[3.155,5.104]\n",
            "> 8563, dA[0.007,0.010] dB[0.152,0.018] g[6.246,7.886]\n",
            "> 8564, dA[0.151,0.035] dB[0.026,0.011] g[3.725,3.857]\n",
            "> 8565, dA[0.062,0.070] dB[0.012,0.023] g[6.210,4.686]\n",
            "> 8566, dA[0.012,0.012] dB[0.015,0.037] g[6.769,5.840]\n",
            "> 8567, dA[0.010,0.045] dB[0.103,0.129] g[3.848,4.005]\n",
            "> 8568, dA[0.037,0.015] dB[0.310,0.008] g[3.662,4.192]\n",
            "> 8569, dA[0.009,0.009] dB[0.021,0.100] g[2.990,3.489]\n",
            "> 8570, dA[0.016,0.051] dB[0.050,0.035] g[5.547,6.915]\n",
            "> 8571, dA[0.022,0.049] dB[0.023,0.085] g[2.920,3.204]\n",
            "> 8572, dA[0.127,0.033] dB[0.046,0.051] g[5.336,4.958]\n",
            "> 8573, dA[0.014,0.031] dB[0.011,0.023] g[7.107,7.042]\n",
            "> 8574, dA[0.011,0.040] dB[0.219,0.112] g[3.994,3.231]\n",
            "> 8575, dA[0.007,0.036] dB[0.050,0.045] g[3.649,4.425]\n",
            "> 8576, dA[0.119,0.026] dB[0.032,0.068] g[3.835,4.735]\n",
            "> 8577, dA[0.012,0.023] dB[0.133,0.044] g[3.787,4.111]\n",
            "> 8578, dA[0.016,0.024] dB[0.006,0.078] g[6.856,6.273]\n",
            "> 8579, dA[0.027,0.027] dB[0.013,0.105] g[4.794,4.013]\n",
            "> 8580, dA[0.035,0.186] dB[0.023,0.044] g[3.245,3.903]\n",
            "> 8581, dA[0.032,0.034] dB[0.009,0.120] g[4.494,5.329]\n",
            "> 8582, dA[0.188,0.021] dB[0.046,0.028] g[4.859,5.243]\n",
            "> 8583, dA[0.014,0.068] dB[0.016,0.021] g[4.824,4.962]\n",
            "> 8584, dA[0.013,0.142] dB[0.021,0.017] g[6.484,5.214]\n",
            "> 8585, dA[0.023,0.064] dB[0.058,0.041] g[3.911,5.162]\n",
            "> 8586, dA[0.024,0.018] dB[0.012,0.019] g[5.260,5.207]\n",
            "> 8587, dA[0.015,0.059] dB[0.007,0.069] g[4.755,5.496]\n",
            "> 8588, dA[0.013,0.038] dB[0.172,0.017] g[5.866,7.995]\n",
            "> 8589, dA[0.009,0.010] dB[0.014,0.012] g[5.396,6.021]\n",
            "> 8590, dA[0.146,0.020] dB[0.023,0.045] g[3.517,4.393]\n",
            "> 8591, dA[0.077,0.115] dB[0.136,0.024] g[4.318,4.274]\n",
            "> 8592, dA[0.065,0.039] dB[0.004,0.214] g[3.755,4.077]\n",
            "> 8593, dA[0.025,0.104] dB[0.212,0.021] g[5.701,6.294]\n",
            "> 8594, dA[0.030,0.010] dB[0.017,0.008] g[6.629,7.184]\n",
            "> 8595, dA[0.020,0.015] dB[0.007,0.049] g[4.397,5.704]\n",
            "> 8596, dA[0.010,0.008] dB[0.025,0.021] g[5.484,6.417]\n",
            "> 8597, dA[0.008,0.029] dB[0.015,0.009] g[5.663,5.517]\n",
            "> 8598, dA[0.090,0.008] dB[0.009,0.104] g[5.614,6.156]\n",
            "> 8599, dA[0.066,0.029] dB[0.062,0.010] g[5.027,4.709]\n",
            "> 8600, dA[0.035,0.035] dB[0.054,0.061] g[3.136,3.192]\n",
            "> 8601, dA[0.066,0.017] dB[0.035,0.074] g[3.641,4.864]\n",
            "> 8602, dA[0.031,0.025] dB[0.016,0.028] g[3.303,3.799]\n",
            "> 8603, dA[0.017,0.013] dB[0.119,0.014] g[3.457,3.535]\n",
            "> 8604, dA[0.008,0.013] dB[0.010,0.018] g[5.108,4.053]\n",
            "> 8605, dA[0.007,0.010] dB[0.121,0.211] g[5.673,5.977]\n",
            "> 8606, dA[0.004,0.008] dB[0.040,0.026] g[6.141,7.190]\n",
            "> 8607, dA[0.076,0.018] dB[0.018,0.026] g[4.144,4.978]\n",
            "> 8608, dA[0.015,0.006] dB[0.043,0.007] g[6.291,6.062]\n",
            "> 8609, dA[0.011,0.021] dB[0.072,0.008] g[3.911,4.304]\n",
            "> 8610, dA[0.006,0.142] dB[0.067,0.014] g[4.494,5.365]\n",
            "> 8611, dA[0.024,0.027] dB[0.026,0.021] g[4.197,4.076]\n",
            "> 8612, dA[0.021,0.034] dB[0.026,0.072] g[3.161,4.000]\n",
            "> 8613, dA[0.105,0.019] dB[0.029,0.010] g[3.328,4.158]\n",
            "> 8614, dA[0.014,0.017] dB[0.010,0.067] g[3.686,3.688]\n",
            "> 8615, dA[0.031,0.031] dB[0.019,0.010] g[6.138,5.728]\n",
            "> 8616, dA[0.032,0.028] dB[0.113,0.020] g[4.099,2.971]\n",
            "> 8617, dA[0.006,0.005] dB[0.011,0.033] g[3.937,5.222]\n",
            "> 8618, dA[0.007,0.033] dB[0.025,0.072] g[3.558,4.341]\n",
            "> 8619, dA[0.057,0.010] dB[0.030,0.013] g[3.181,3.672]\n",
            "> 8620, dA[0.003,0.022] dB[0.017,0.024] g[5.974,5.876]\n",
            "> 8621, dA[0.008,0.159] dB[0.082,0.066] g[3.683,3.470]\n",
            "> 8622, dA[0.228,0.031] dB[0.008,0.048] g[3.752,5.547]\n",
            "> 8623, dA[0.037,0.013] dB[0.096,0.049] g[3.837,4.911]\n",
            "> 8624, dA[0.008,0.102] dB[0.041,0.039] g[4.795,5.161]\n",
            "> 8625, dA[0.229,0.268] dB[0.006,0.058] g[3.878,3.832]\n",
            "> 8626, dA[0.036,0.023] dB[0.084,0.051] g[4.702,4.218]\n",
            "> 8627, dA[0.051,0.204] dB[0.032,0.084] g[5.879,4.741]\n",
            "> 8628, dA[0.139,0.033] dB[0.043,0.041] g[4.248,5.205]\n",
            "> 8629, dA[0.027,0.145] dB[0.040,0.014] g[3.454,3.308]\n",
            "> 8630, dA[0.128,0.118] dB[0.008,0.069] g[6.472,5.834]\n",
            "> 8631, dA[0.009,0.013] dB[0.016,0.031] g[3.703,3.729]\n",
            "> 8632, dA[0.014,0.014] dB[0.034,0.076] g[3.405,3.981]\n",
            "> 8633, dA[0.036,0.017] dB[0.027,0.033] g[3.720,3.862]\n",
            "> 8634, dA[0.043,0.044] dB[0.026,0.025] g[5.196,5.999]\n",
            "> 8635, dA[0.075,0.015] dB[0.012,0.071] g[3.106,4.265]\n",
            "> 8636, dA[0.014,0.015] dB[0.120,0.051] g[3.538,3.685]\n",
            "> 8637, dA[0.012,0.010] dB[0.007,0.059] g[3.713,4.148]\n",
            "> 8638, dA[0.048,0.094] dB[0.014,0.035] g[3.264,3.473]\n",
            "> 8639, dA[0.165,0.083] dB[0.077,0.014] g[4.076,4.513]\n",
            "> 8640, dA[0.009,0.083] dB[0.069,0.256] g[3.113,3.521]\n",
            "> 8641, dA[0.014,0.033] dB[0.068,0.019] g[2.829,3.437]\n",
            "> 8642, dA[0.017,0.059] dB[0.049,0.038] g[4.418,4.520]\n",
            "> 8643, dA[0.019,0.021] dB[0.031,0.026] g[5.621,6.215]\n",
            "> 8644, dA[0.029,0.029] dB[0.043,0.026] g[3.574,4.098]\n",
            "> 8645, dA[0.011,0.015] dB[0.021,0.388] g[3.203,3.848]\n",
            "> 8646, dA[0.011,0.023] dB[0.042,0.042] g[4.541,4.486]\n",
            "> 8647, dA[0.130,0.088] dB[0.149,0.009] g[3.740,3.773]\n",
            "> 8648, dA[0.038,0.031] dB[0.036,0.096] g[3.433,3.508]\n",
            "> 8649, dA[0.035,0.146] dB[0.030,0.155] g[3.722,4.203]\n",
            "> 8650, dA[0.115,0.039] dB[0.057,0.029] g[3.450,3.959]\n",
            "> 8651, dA[0.027,0.114] dB[0.142,0.044] g[4.399,3.993]\n",
            "> 8652, dA[0.074,0.012] dB[0.014,0.012] g[4.548,6.145]\n",
            "> 8653, dA[0.135,0.014] dB[0.033,0.055] g[3.276,4.298]\n",
            "> 8654, dA[0.019,0.104] dB[0.102,0.016] g[4.089,3.808]\n",
            "> 8655, dA[0.021,0.014] dB[0.024,0.010] g[3.757,3.514]\n",
            "> 8656, dA[0.007,0.029] dB[0.008,0.015] g[3.790,5.593]\n",
            "> 8657, dA[0.012,0.006] dB[0.010,0.013] g[9.768,9.605]\n",
            "> 8658, dA[0.139,0.147] dB[0.014,0.009] g[5.956,5.483]\n",
            "> 8659, dA[0.017,0.043] dB[0.068,0.075] g[3.363,3.405]\n",
            "> 8660, dA[0.037,0.011] dB[0.044,0.029] g[3.389,3.777]\n",
            "> 8661, dA[0.014,0.021] dB[0.008,0.087] g[3.504,4.023]\n",
            "> 8662, dA[0.229,0.038] dB[0.036,0.010] g[3.890,4.209]\n",
            "> 8663, dA[0.032,0.038] dB[0.014,0.128] g[3.423,4.092]\n",
            "> 8664, dA[0.034,0.016] dB[0.127,0.036] g[3.942,3.869]\n",
            "> 8665, dA[0.023,0.146] dB[0.051,0.035] g[3.544,2.616]\n",
            "> 8666, dA[0.050,0.019] dB[0.020,0.028] g[4.617,5.572]\n",
            "> 8667, dA[0.332,0.035] dB[0.017,0.021] g[3.326,5.055]\n",
            "> 8668, dA[0.012,0.014] dB[0.021,0.015] g[4.260,4.676]\n",
            "> 8669, dA[0.013,0.035] dB[0.018,0.044] g[4.136,4.168]\n",
            "> 8670, dA[0.008,0.017] dB[0.007,0.029] g[4.221,3.321]\n",
            "> 8671, dA[0.003,0.119] dB[0.062,0.027] g[3.094,2.968]\n",
            "> 8672, dA[0.105,0.014] dB[0.085,0.075] g[3.316,3.733]\n",
            "> 8673, dA[0.052,0.007] dB[0.053,0.033] g[10.606,9.697]\n",
            "> 8674, dA[0.013,0.011] dB[0.012,0.029] g[6.818,5.996]\n",
            "> 8675, dA[0.016,0.052] dB[0.054,0.093] g[3.753,4.116]\n",
            "> 8676, dA[0.031,0.020] dB[0.020,0.045] g[2.747,3.998]\n",
            "> 8677, dA[0.015,0.006] dB[0.097,0.023] g[3.326,3.499]\n",
            "> 8678, dA[0.017,0.030] dB[0.028,0.076] g[2.833,3.468]\n",
            "> 8679, dA[0.005,0.017] dB[0.124,0.014] g[4.951,6.182]\n",
            "> 8680, dA[0.014,0.018] dB[0.015,0.027] g[3.326,4.203]\n",
            "> 8681, dA[0.012,0.012] dB[0.016,0.011] g[4.516,4.257]\n",
            "> 8682, dA[0.023,0.017] dB[0.070,0.015] g[3.569,3.857]\n",
            "> 8683, dA[0.051,0.042] dB[0.017,0.071] g[2.456,3.086]\n",
            "> 8684, dA[0.008,0.011] dB[0.101,0.068] g[2.723,3.782]\n",
            "> 8685, dA[0.005,0.029] dB[0.021,0.044] g[4.193,4.731]\n",
            "> 8686, dA[0.034,0.009] dB[0.095,0.009] g[4.962,5.015]\n",
            "> 8687, dA[0.005,0.010] dB[0.045,0.082] g[5.297,7.503]\n",
            "> 8688, dA[0.004,0.056] dB[0.025,0.005] g[5.504,5.854]\n",
            "> 8689, dA[0.200,0.018] dB[0.015,0.084] g[3.694,4.818]\n",
            "> 8690, dA[0.015,0.014] dB[0.068,0.019] g[4.184,4.019]\n",
            "> 8691, dA[0.088,0.064] dB[0.029,0.067] g[4.177,5.295]\n",
            "> 8692, dA[0.033,0.013] dB[0.023,0.026] g[4.449,5.252]\n",
            "> 8693, dA[0.042,0.035] dB[0.011,0.061] g[4.100,4.749]\n",
            "> 8694, dA[0.009,0.023] dB[0.073,0.022] g[3.208,3.121]\n",
            "> 8695, dA[0.004,0.015] dB[0.039,0.072] g[5.594,6.295]\n",
            "> 8696, dA[0.008,0.063] dB[0.022,0.027] g[3.880,4.812]\n",
            "> 8697, dA[0.016,0.034] dB[0.107,0.048] g[3.122,3.948]\n",
            "> 8698, dA[0.034,0.016] dB[0.006,0.079] g[3.743,3.690]\n",
            "> 8699, dA[0.039,0.009] dB[0.011,0.035] g[5.915,6.389]\n",
            "> 8700, dA[0.013,0.246] dB[0.011,0.030] g[3.535,3.529]\n",
            "> 8701, dA[0.004,0.191] dB[0.013,0.015] g[6.360,9.283]\n",
            "> 8702, dA[0.010,0.012] dB[0.075,0.013] g[2.932,4.250]\n",
            "> 8703, dA[0.007,0.011] dB[0.042,0.238] g[4.920,5.270]\n",
            "> 8704, dA[0.103,0.346] dB[0.062,0.122] g[3.483,3.272]\n",
            "> 8705, dA[0.052,0.010] dB[0.145,0.026] g[8.256,7.022]\n",
            "> 8706, dA[0.112,0.005] dB[0.031,0.008] g[4.430,4.558]\n",
            "> 8707, dA[0.029,0.087] dB[0.044,0.020] g[3.797,3.585]\n",
            "> 8708, dA[0.008,0.017] dB[0.017,0.139] g[3.280,3.719]\n",
            "> 8709, dA[0.008,0.015] dB[0.093,0.023] g[3.877,3.740]\n",
            "> 8710, dA[0.008,0.034] dB[0.019,0.063] g[3.640,3.963]\n",
            "> 8711, dA[0.030,0.049] dB[0.085,0.060] g[3.947,3.980]\n",
            "> 8712, dA[0.032,0.014] dB[0.009,0.055] g[10.218,8.480]\n",
            "> 8713, dA[0.013,0.009] dB[0.019,0.023] g[4.537,4.673]\n",
            "> 8714, dA[0.021,0.015] dB[0.018,0.033] g[3.768,4.150]\n",
            "> 8715, dA[0.024,0.028] dB[0.010,0.062] g[2.879,3.401]\n",
            "> 8716, dA[0.094,0.022] dB[0.017,0.047] g[4.309,4.583]\n",
            "> 8717, dA[0.010,0.027] dB[0.049,0.029] g[5.455,4.616]\n",
            "> 8718, dA[0.032,0.029] dB[0.008,0.058] g[10.849,9.295]\n",
            "> 8719, dA[0.013,0.025] dB[0.020,0.078] g[6.325,9.159]\n",
            "> 8720, dA[0.020,0.072] dB[0.040,0.018] g[3.087,3.512]\n",
            "> 8721, dA[0.032,0.100] dB[0.037,0.144] g[8.015,6.724]\n",
            "> 8722, dA[0.277,0.007] dB[0.030,0.027] g[4.111,4.637]\n",
            "> 8723, dA[0.109,0.078] dB[0.016,0.014] g[3.826,3.043]\n",
            "> 8724, dA[0.030,0.026] dB[0.177,0.058] g[5.494,6.120]\n",
            "> 8725, dA[0.005,0.052] dB[0.014,0.113] g[3.441,4.003]\n",
            "> 8726, dA[0.018,0.028] dB[0.031,0.016] g[5.324,5.989]\n",
            "> 8727, dA[0.060,0.012] dB[0.003,0.027] g[7.025,6.897]\n",
            "> 8728, dA[0.048,0.007] dB[0.016,0.013] g[3.778,3.800]\n",
            "> 8729, dA[0.089,0.064] dB[0.019,0.014] g[4.089,4.062]\n",
            "> 8730, dA[0.017,0.037] dB[0.114,0.015] g[3.113,3.579]\n",
            "> 8731, dA[0.014,0.026] dB[0.010,0.137] g[4.043,5.018]\n",
            "> 8732, dA[0.016,0.043] dB[0.104,0.032] g[4.051,4.052]\n",
            "> 8733, dA[0.008,0.041] dB[0.076,0.024] g[4.615,5.064]\n",
            "> 8734, dA[0.085,0.009] dB[0.058,0.021] g[6.046,5.720]\n",
            "> 8735, dA[0.024,0.116] dB[0.017,0.048] g[3.138,2.752]\n",
            "> 8736, dA[0.203,0.058] dB[0.059,0.021] g[2.783,2.908]\n",
            "> 8737, dA[0.015,0.009] dB[0.018,0.072] g[3.730,4.117]\n",
            "> 8738, dA[0.010,0.018] dB[0.009,0.011] g[7.219,6.741]\n",
            "> 8739, dA[0.012,0.013] dB[0.010,0.026] g[5.331,5.881]\n",
            "> 8740, dA[0.079,0.020] dB[0.038,0.042] g[3.878,3.727]\n",
            "> 8741, dA[0.048,0.283] dB[0.036,0.024] g[6.336,5.326]\n",
            "> 8742, dA[0.016,0.048] dB[0.084,0.014] g[3.418,4.265]\n",
            "> 8743, dA[0.012,0.033] dB[0.035,0.066] g[4.801,5.838]\n",
            "> 8744, dA[0.027,0.017] dB[0.145,0.013] g[4.288,5.121]\n",
            "> 8745, dA[0.196,0.020] dB[0.018,0.051] g[3.718,4.668]\n",
            "> 8746, dA[0.042,0.014] dB[0.022,0.020] g[2.787,3.569]\n",
            "> 8747, dA[0.009,0.011] dB[0.038,0.037] g[5.092,5.736]\n",
            "> 8748, dA[0.010,0.029] dB[0.091,0.030] g[4.096,3.950]\n",
            "> 8749, dA[0.070,0.082] dB[0.025,0.021] g[4.396,4.073]\n",
            "> 8750, dA[0.008,0.011] dB[0.010,0.045] g[3.177,2.848]\n",
            "> 8751, dA[0.064,0.023] dB[0.100,0.017] g[3.017,3.043]\n",
            "> 8752, dA[0.008,0.024] dB[0.015,0.209] g[4.993,5.605]\n",
            "> 8753, dA[0.008,0.037] dB[0.085,0.027] g[5.164,7.242]\n",
            "> 8754, dA[0.010,0.009] dB[0.016,0.051] g[5.099,5.201]\n",
            "> 8755, dA[0.007,0.014] dB[0.070,0.051] g[3.636,3.880]\n",
            "> 8756, dA[0.033,0.043] dB[0.020,0.044] g[2.396,3.664]\n",
            "> 8757, dA[0.009,0.010] dB[0.017,0.054] g[6.554,6.015]\n",
            "> 8758, dA[0.021,0.007] dB[0.092,0.213] g[4.025,3.872]\n",
            "> 8759, dA[0.005,0.018] dB[0.114,0.021] g[6.142,7.559]\n",
            "> 8760, dA[0.028,0.158] dB[0.096,0.013] g[3.934,3.924]\n",
            "> 8761, dA[0.010,0.083] dB[0.045,0.054] g[6.872,6.872]\n",
            "> 8762, dA[0.207,0.017] dB[0.027,0.044] g[3.063,3.985]\n",
            "> 8763, dA[0.031,0.026] dB[0.027,0.015] g[6.757,6.153]\n",
            "> 8764, dA[0.036,0.113] dB[0.038,0.044] g[4.471,5.429]\n",
            "> 8765, dA[0.014,0.022] dB[0.177,0.042] g[3.544,3.666]\n",
            "> 8766, dA[0.091,0.034] dB[0.047,0.011] g[3.720,5.336]\n",
            "> 8767, dA[0.046,0.024] dB[0.017,0.086] g[7.798,7.124]\n",
            "> 8768, dA[0.029,0.227] dB[0.018,0.022] g[3.100,3.349]\n",
            "> 8769, dA[0.014,0.008] dB[0.039,0.054] g[4.075,4.844]\n",
            "> 8770, dA[0.046,0.011] dB[0.010,0.022] g[3.769,4.370]\n",
            "> 8771, dA[0.006,0.024] dB[0.025,0.074] g[7.299,6.020]\n",
            "> 8772, dA[0.021,0.014] dB[0.019,0.018] g[5.669,5.451]\n",
            "> 8773, dA[0.007,0.018] dB[0.109,0.070] g[5.613,6.873]\n",
            "> 8774, dA[0.009,0.029] dB[0.051,0.028] g[3.592,3.758]\n",
            "> 8775, dA[0.011,0.008] dB[0.014,0.073] g[4.891,6.934]\n",
            "> 8776, dA[0.013,0.016] dB[0.042,0.027] g[3.745,3.872]\n",
            "> 8777, dA[0.113,0.071] dB[0.037,0.054] g[2.901,3.512]\n",
            "> 8778, dA[0.042,0.043] dB[0.018,0.141] g[3.301,4.373]\n",
            "> 8779, dA[0.021,0.014] dB[0.070,0.020] g[6.038,5.585]\n",
            "> 8780, dA[0.048,0.008] dB[0.009,0.012] g[5.632,5.335]\n",
            "> 8781, dA[0.011,0.012] dB[0.073,0.051] g[3.526,3.549]\n",
            "> 8782, dA[0.007,0.033] dB[0.030,0.022] g[2.983,3.671]\n",
            "> 8783, dA[0.017,0.022] dB[0.233,0.021] g[5.267,5.560]\n",
            "> 8784, dA[0.008,0.014] dB[0.047,0.041] g[4.816,5.559]\n",
            "> 8785, dA[0.012,0.008] dB[0.014,0.019] g[3.386,4.073]\n",
            "> 8786, dA[0.072,0.028] dB[0.023,0.080] g[4.592,4.133]\n",
            "> 8787, dA[0.036,0.019] dB[0.108,0.028] g[3.376,3.466]\n",
            "> 8788, dA[0.058,0.004] dB[0.073,0.103] g[4.534,4.839]\n",
            "> 8789, dA[0.010,0.015] dB[0.032,0.019] g[7.692,8.046]\n",
            "> 8790, dA[0.013,0.056] dB[0.060,0.010] g[3.598,3.615]\n",
            "> 8791, dA[0.010,0.098] dB[0.018,0.107] g[5.975,5.979]\n",
            "> 8792, dA[0.033,0.030] dB[0.195,0.118] g[3.942,6.591]\n",
            "> 8793, dA[0.034,0.047] dB[0.019,0.017] g[5.536,7.390]\n",
            "> 8794, dA[0.031,0.013] dB[0.022,0.039] g[5.560,4.900]\n",
            "> 8795, dA[0.024,0.045] dB[0.068,0.093] g[4.784,5.073]\n",
            "> 8796, dA[0.019,0.018] dB[0.029,0.038] g[3.825,4.649]\n",
            "> 8797, dA[0.009,0.021] dB[0.141,0.085] g[4.990,5.710]\n",
            "> 8798, dA[0.016,0.012] dB[0.008,0.018] g[10.078,10.709]\n",
            "> 8799, dA[0.015,0.013] dB[0.025,0.029] g[2.950,3.749]\n",
            "> 8800, dA[0.007,0.006] dB[0.140,0.230] g[4.686,6.941]\n",
            "> 8801, dA[0.004,0.009] dB[0.013,0.016] g[3.294,4.411]\n",
            "> 8802, dA[0.019,0.015] dB[0.155,0.014] g[3.526,4.676]\n",
            "> 8803, dA[0.009,0.074] dB[0.020,0.237] g[3.308,4.186]\n",
            "> 8804, dA[0.181,0.010] dB[0.031,0.019] g[4.160,4.273]\n",
            "> 8805, dA[0.036,0.025] dB[0.014,0.044] g[3.684,3.716]\n",
            "> 8806, dA[0.024,0.009] dB[0.085,0.019] g[6.419,6.734]\n",
            "> 8807, dA[0.094,0.023] dB[0.044,0.044] g[3.691,4.618]\n",
            "> 8808, dA[0.024,0.305] dB[0.007,0.009] g[5.021,4.421]\n",
            "> 8809, dA[0.008,0.020] dB[0.024,0.108] g[3.577,4.513]\n",
            "> 8810, dA[0.111,0.044] dB[0.035,0.009] g[2.918,3.360]\n",
            "> 8811, dA[0.016,0.134] dB[0.006,0.133] g[3.978,4.763]\n",
            "> 8812, dA[0.039,0.018] dB[0.077,0.020] g[3.741,4.984]\n",
            "> 8813, dA[0.052,0.008] dB[0.055,0.026] g[4.327,4.629]\n",
            "> 8814, dA[0.021,0.013] dB[0.014,0.039] g[2.804,3.201]\n",
            "> 8815, dA[0.028,0.016] dB[0.067,0.036] g[3.777,4.529]\n",
            "> 8816, dA[0.049,0.019] dB[0.021,0.019] g[3.899,4.345]\n",
            "> 8817, dA[0.018,0.012] dB[0.011,0.026] g[9.972,7.887]\n",
            "> 8818, dA[0.022,0.028] dB[0.009,0.022] g[3.339,3.838]\n",
            "> 8819, dA[0.011,0.026] dB[0.005,0.010] g[4.904,5.830]\n",
            "> 8820, dA[0.014,0.011] dB[0.214,0.016] g[3.582,3.467]\n",
            "> 8821, dA[0.010,0.012] dB[0.074,0.140] g[3.103,3.468]\n",
            "> 8822, dA[0.017,0.007] dB[0.038,0.066] g[5.067,5.858]\n",
            "> 8823, dA[0.050,0.222] dB[0.140,0.023] g[3.455,3.355]\n",
            "> 8824, dA[0.012,0.038] dB[0.017,0.022] g[4.568,4.898]\n",
            "> 8825, dA[0.011,0.007] dB[0.024,0.035] g[3.028,4.102]\n",
            "> 8826, dA[0.008,0.016] dB[0.018,0.013] g[4.236,4.507]\n",
            "> 8827, dA[0.014,0.009] dB[0.028,0.018] g[3.776,3.809]\n",
            "> 8828, dA[0.094,0.056] dB[0.027,0.011] g[4.596,4.411]\n",
            "> 8829, dA[0.012,0.025] dB[0.021,0.020] g[4.656,4.845]\n",
            "> 8830, dA[0.026,0.010] dB[0.103,0.010] g[2.699,3.066]\n",
            "> 8831, dA[0.009,0.010] dB[0.028,0.037] g[5.345,4.684]\n",
            "> 8832, dA[0.024,0.036] dB[0.017,0.026] g[7.231,7.483]\n",
            "> 8833, dA[0.008,0.030] dB[0.017,0.017] g[4.298,4.568]\n",
            "> 8834, dA[0.005,0.029] dB[0.031,0.008] g[3.313,3.811]\n",
            "> 8835, dA[0.024,0.060] dB[0.023,0.035] g[3.879,3.952]\n",
            "> 8836, dA[0.012,0.010] dB[0.078,0.029] g[5.120,6.887]\n",
            "> 8837, dA[0.009,0.013] dB[0.057,0.141] g[3.967,3.774]\n",
            "> 8838, dA[0.064,0.016] dB[0.013,0.046] g[4.974,5.479]\n",
            "> 8839, dA[0.019,0.016] dB[0.180,0.016] g[3.593,3.514]\n",
            "> 8840, dA[0.138,0.027] dB[0.024,0.024] g[2.691,2.881]\n",
            "> 8841, dA[0.012,0.628] dB[0.011,0.075] g[2.898,2.787]\n",
            "> 8842, dA[0.047,0.044] dB[0.055,0.026] g[4.257,4.680]\n",
            "> 8843, dA[0.171,0.012] dB[0.035,0.055] g[3.369,4.346]\n",
            "> 8844, dA[0.076,0.137] dB[0.166,0.026] g[4.332,4.193]\n",
            "> 8845, dA[0.112,0.063] dB[0.069,0.069] g[3.415,2.952]\n",
            "> 8846, dA[0.013,0.180] dB[0.043,0.010] g[3.379,3.768]\n",
            "> 8847, dA[0.089,0.010] dB[0.072,0.065] g[3.413,3.863]\n",
            "> 8848, dA[0.016,0.029] dB[0.074,0.021] g[3.655,3.573]\n",
            "> 8849, dA[0.010,0.038] dB[0.131,0.022] g[3.026,2.989]\n",
            "> 8850, dA[0.149,0.232] dB[0.028,0.044] g[3.291,3.704]\n",
            "> 8851, dA[0.026,0.018] dB[0.012,0.128] g[4.656,6.104]\n",
            "> 8852, dA[0.008,0.015] dB[0.054,0.038] g[5.523,5.499]\n",
            "> 8853, dA[0.145,0.036] dB[0.093,0.053] g[3.166,3.735]\n",
            "> 8854, dA[0.021,0.103] dB[0.024,0.069] g[3.212,3.820]\n",
            "> 8855, dA[0.015,0.019] dB[0.042,0.057] g[3.596,3.699]\n",
            "> 8856, dA[0.149,0.014] dB[0.051,0.030] g[4.675,4.579]\n",
            "> 8857, dA[0.010,0.060] dB[0.019,0.022] g[6.547,6.108]\n",
            "> 8858, dA[0.038,0.059] dB[0.012,0.092] g[8.951,8.197]\n",
            "> 8859, dA[0.127,0.023] dB[0.009,0.028] g[4.421,4.387]\n",
            "> 8860, dA[0.062,0.156] dB[0.032,0.017] g[3.382,3.426]\n",
            "> 8861, dA[0.022,0.022] dB[0.014,0.053] g[2.853,3.210]\n",
            "> 8862, dA[0.071,0.026] dB[0.289,0.097] g[3.915,4.000]\n",
            "> 8863, dA[0.006,0.153] dB[0.012,0.092] g[7.800,6.395]\n",
            "> 8864, dA[0.059,0.015] dB[0.016,0.032] g[7.866,6.623]\n",
            "> 8865, dA[0.015,0.112] dB[0.034,0.044] g[2.807,3.525]\n",
            "> 8866, dA[0.024,0.007] dB[0.041,0.007] g[5.406,5.201]\n",
            "> 8867, dA[0.020,0.025] dB[0.058,0.052] g[5.341,6.361]\n",
            "> 8868, dA[0.018,0.029] dB[0.038,0.026] g[3.217,3.552]\n",
            "> 8869, dA[0.024,0.038] dB[0.009,0.017] g[4.748,4.619]\n",
            "> 8870, dA[0.016,0.052] dB[0.020,0.009] g[5.328,5.344]\n",
            "> 8871, dA[0.017,0.014] dB[0.030,0.021] g[3.555,3.861]\n",
            "> 8872, dA[0.017,0.018] dB[0.009,0.066] g[5.773,6.854]\n",
            "> 8873, dA[0.057,0.026] dB[0.013,0.025] g[3.503,3.596]\n",
            "> 8874, dA[0.017,0.063] dB[0.035,0.028] g[4.500,4.563]\n",
            "> 8875, dA[0.019,0.014] dB[0.007,0.058] g[5.014,5.325]\n",
            "> 8876, dA[0.019,0.019] dB[0.009,0.009] g[6.069,6.517]\n",
            "> 8877, dA[0.023,0.044] dB[0.071,0.016] g[3.838,3.896]\n",
            "> 8878, dA[0.053,0.161] dB[0.057,0.015] g[4.251,4.649]\n",
            "> 8879, dA[0.093,0.086] dB[0.011,0.017] g[4.582,4.201]\n",
            "> 8880, dA[0.048,0.010] dB[0.019,0.019] g[5.804,6.363]\n",
            "> 8881, dA[0.274,0.016] dB[0.066,0.035] g[3.626,4.079]\n",
            "> 8882, dA[0.020,0.169] dB[0.011,0.085] g[4.612,4.277]\n",
            "> 8883, dA[0.025,0.007] dB[0.180,0.182] g[3.687,3.352]\n",
            "> 8884, dA[0.055,0.029] dB[0.012,0.047] g[3.633,3.955]\n",
            "> 8885, dA[0.007,0.033] dB[0.015,0.025] g[6.337,6.084]\n",
            "> 8886, dA[0.113,0.058] dB[0.018,0.050] g[3.892,4.329]\n",
            "> 8887, dA[0.021,0.084] dB[0.135,0.025] g[4.460,5.447]\n",
            "> 8888, dA[0.006,0.007] dB[0.025,0.010] g[6.474,6.253]\n",
            "> 8889, dA[0.018,0.013] dB[0.004,0.198] g[8.682,7.177]\n",
            "> 8890, dA[0.009,0.030] dB[0.196,0.009] g[4.854,4.915]\n",
            "> 8891, dA[0.011,0.010] dB[0.047,0.034] g[3.627,3.505]\n",
            "> 8892, dA[0.101,0.033] dB[0.024,0.032] g[3.423,4.219]\n",
            "> 8893, dA[0.032,0.124] dB[0.069,0.135] g[2.971,3.611]\n",
            "> 8894, dA[0.029,0.018] dB[0.048,0.023] g[6.827,6.963]\n",
            "> 8895, dA[0.097,0.019] dB[0.033,0.059] g[3.604,4.049]\n",
            "> 8896, dA[0.015,0.012] dB[0.080,0.021] g[4.512,4.676]\n",
            "> 8897, dA[0.014,0.033] dB[0.077,0.064] g[3.267,3.277]\n",
            "> 8898, dA[0.004,0.023] dB[0.008,0.021] g[5.581,6.079]\n",
            "> 8899, dA[0.003,0.014] dB[0.085,0.018] g[3.657,4.828]\n",
            "> 8900, dA[0.076,0.013] dB[0.009,0.023] g[3.194,3.866]\n",
            "> 8901, dA[0.014,0.016] dB[0.021,0.009] g[3.829,3.708]\n",
            "> 8902, dA[0.009,0.030] dB[0.008,0.019] g[4.083,4.320]\n",
            "> 8903, dA[0.129,0.009] dB[0.008,0.027] g[3.314,4.297]\n",
            "> 8904, dA[0.009,0.163] dB[0.014,0.012] g[3.845,4.117]\n",
            "> 8905, dA[0.009,0.013] dB[0.019,0.052] g[3.037,3.673]\n",
            "> 8906, dA[0.112,0.041] dB[0.005,0.064] g[2.787,3.359]\n",
            "> 8907, dA[0.015,0.011] dB[0.061,0.015] g[3.994,4.290]\n",
            "> 8908, dA[0.006,0.006] dB[0.013,0.007] g[4.229,3.921]\n",
            "> 8909, dA[0.144,0.089] dB[0.033,0.011] g[3.449,3.519]\n",
            "> 8910, dA[0.045,0.129] dB[0.018,0.042] g[3.695,3.587]\n",
            "> 8911, dA[0.075,0.013] dB[0.057,0.109] g[2.905,3.788]\n",
            "> 8912, dA[0.012,0.069] dB[0.023,0.014] g[3.305,3.195]\n",
            "> 8913, dA[0.017,0.016] dB[0.007,0.026] g[5.331,5.462]\n",
            "> 8914, dA[0.011,0.015] dB[0.192,0.029] g[5.308,6.185]\n",
            "> 8915, dA[0.011,0.032] dB[0.056,0.132] g[4.909,6.763]\n",
            "> 8916, dA[0.043,0.013] dB[0.040,0.451] g[3.264,4.488]\n",
            "> 8917, dA[0.006,0.012] dB[0.032,0.206] g[9.829,9.463]\n",
            "> 8918, dA[0.045,0.038] dB[0.028,0.055] g[6.599,6.091]\n",
            "> 8919, dA[0.009,0.020] dB[0.034,0.154] g[5.773,6.328]\n",
            "> 8920, dA[0.014,0.005] dB[0.172,0.061] g[3.455,3.796]\n",
            "> 8921, dA[0.013,0.018] dB[0.015,0.016] g[3.657,4.835]\n",
            "> 8922, dA[0.027,0.011] dB[0.016,0.013] g[5.471,4.865]\n",
            "> 8923, dA[0.007,0.041] dB[0.024,0.017] g[4.380,4.765]\n",
            "> 8924, dA[0.004,0.011] dB[0.064,0.028] g[4.459,6.182]\n",
            "> 8925, dA[0.014,0.009] dB[0.215,0.057] g[4.059,3.380]\n",
            "> 8926, dA[0.008,0.008] dB[0.020,0.016] g[3.402,3.690]\n",
            "> 8927, dA[0.020,0.074] dB[0.053,0.032] g[3.370,3.542]\n",
            "> 8928, dA[0.006,0.009] dB[0.092,0.052] g[3.165,3.594]\n",
            "> 8929, dA[0.010,0.010] dB[0.066,0.146] g[3.491,5.498]\n",
            "> 8930, dA[0.038,0.009] dB[0.027,0.068] g[2.226,2.985]\n",
            "> 8931, dA[0.014,0.095] dB[0.029,0.016] g[3.235,3.481]\n",
            "> 8932, dA[0.044,0.021] dB[0.068,0.058] g[3.297,4.311]\n",
            "> 8933, dA[0.090,0.021] dB[0.058,0.029] g[2.953,3.751]\n",
            "> 8934, dA[0.012,0.021] dB[0.020,0.106] g[3.081,3.746]\n",
            "> 8935, dA[0.010,0.205] dB[0.047,0.021] g[3.427,3.917]\n",
            "> 8936, dA[0.050,0.032] dB[0.031,0.011] g[4.083,4.242]\n",
            "> 8937, dA[0.133,0.010] dB[0.023,0.016] g[3.064,4.252]\n",
            "> 8938, dA[0.025,0.059] dB[0.030,0.100] g[3.024,3.828]\n",
            "> 8939, dA[0.007,0.009] dB[0.014,0.035] g[5.226,5.387]\n",
            "> 8940, dA[0.265,0.138] dB[0.009,0.038] g[5.041,3.635]\n",
            "> Saved: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_AtoB_008940.h5 and /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch_testing_damage_vehicle_model_BtoA_008940.h5\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MbVC0z1YRSjV",
        "outputId": "0139668f-9350-4f39-a2df-f18405abaf09"
      },
      "source": [
        "!pip install git+https://www.github.com/keras-team/keras-contrib.git"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting git+https://www.github.com/keras-team/keras-contrib.git\n",
            "  Cloning https://www.github.com/keras-team/keras-contrib.git to /tmp/pip-req-build-pjkvm9wr\n",
            "  Running command git clone -q https://www.github.com/keras-team/keras-contrib.git /tmp/pip-req-build-pjkvm9wr\n",
            "Requirement already satisfied: keras in /usr/local/lib/python3.7/dist-packages (from keras-contrib==2.0.8) (2.4.3)\n",
            "Requirement already satisfied: numpy>=1.9.1 in /usr/local/lib/python3.7/dist-packages (from keras->keras-contrib==2.0.8) (1.19.5)\n",
            "Requirement already satisfied: scipy>=0.14 in /usr/local/lib/python3.7/dist-packages (from keras->keras-contrib==2.0.8) (1.4.1)\n",
            "Requirement already satisfied: pyyaml in /usr/local/lib/python3.7/dist-packages (from keras->keras-contrib==2.0.8) (3.13)\n",
            "Requirement already satisfied: h5py in /usr/local/lib/python3.7/dist-packages (from keras->keras-contrib==2.0.8) (3.1.0)\n",
            "Requirement already satisfied: cached-property; python_version < \"3.8\" in /usr/local/lib/python3.7/dist-packages (from h5py->keras->keras-contrib==2.0.8) (1.5.2)\n",
            "Building wheels for collected packages: keras-contrib\n",
            "  Building wheel for keras-contrib (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for keras-contrib: filename=keras_contrib-2.0.8-cp37-none-any.whl size=101065 sha256=7e8290a96c2ee98fc73852f3cb26bc4ee62ae80879f10f42d6c4c35f7eaeae64\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-7lgvfi0p/wheels/11/27/c8/4ed56de7b55f4f61244e2dc6ef3cdbaff2692527a2ce6502ba\n",
            "Successfully built keras-contrib\n",
            "Installing collected packages: keras-contrib\n",
            "Successfully installed keras-contrib-2.0.8\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 179
        },
        "id": "6qLR7XPi83CX",
        "outputId": "0d907ee9-f580-4997-b176-68c722b6440a"
      },
      "source": [
        "# Importing libraries\n",
        "from numpy import load\n",
        "from numpy import expand_dims\n",
        "from keras.models import load_model\n",
        "from numpy.random import randint\n",
        "from keras_contrib.layers.normalization.instancenormalization import InstanceNormalization\n",
        "from keras.preprocessing.image import img_to_array\n",
        "from keras.preprocessing.image import load_img\n",
        "from matplotlib import pyplot\n",
        "from numpy import vstack\n",
        "\n",
        "def showPlot(imagesX, imagesY1, imagesY2):\n",
        "\timages = vstack((imagesX, imagesY1, imagesY2))\n",
        "\ttitles = ['Real', 'Generated', 'Reconstructed']\n",
        "\timages = (images + 1) / 2.0\n",
        "\tfor i in range(len(images)):\n",
        "\t\tpyplot.subplot(1, len(images), 1 + i)\n",
        "\t\tpyplot.axis('off')\n",
        "\t\tpyplot.imshow(images[i])\n",
        "\t\tpyplot.title(titles[i])\n",
        "\tpyplot.show()\n",
        "\n",
        "def selectSample(dataset, nSamples):\n",
        "\tix = randint(0, dataset.shape[0], nSamples)\n",
        "\tX = dataset[ix]\n",
        "\treturn X\n",
        "\n",
        "def loadImage(fileName, size=(256,256)):\n",
        "\tpixels = load_img(fileName, target_size=size)\n",
        "\tpixels = img_to_array(pixels)\n",
        "\tpixels = expand_dims(pixels, 0)\n",
        "\tpixels = (pixels - 127.5) / 127.5\n",
        "\treturn pixels\n",
        " \n",
        "# load the image\n",
        "imageSRC = loadImage('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/08.04.2021/new_custom_dataset/Training/Broken/1.jpeg')\n",
        "# load the model\n",
        "cust = {'InstanceNormalization': InstanceNormalization}\n",
        "modelAToB = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/broken/broken_damage_vehicle_model_AtoB_072120.h5', cust)\n",
        "modelBToA = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/broken/broken_damage_vehicle_model_BtoA_072120.h5', cust)\n",
        "AReal = selectSample(imageSRC, 1)\n",
        "BGenerated  = modelAToB.predict(AReal)\n",
        "AReconstructed = modelBToA.predict(BGenerated)\n",
        "showPlot(AReal, BGenerated, AReconstructed)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually.\n",
            "WARNING:tensorflow:No training configuration found in the save file, so the model was *not* compiled. Compile it manually.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 3 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "background_save": true
        },
        "id": "7QlqzidT2obA",
        "outputId": "d7bb3bb8-6ede-4785-be5f-6aafc42ea76d"
      },
      "source": [
        "# Importing libraries\n",
        "from numpy import load\n",
        "from numpy import expand_dims\n",
        "from keras.models import load_model\n",
        "from numpy.random import randint\n",
        "from keras_contrib.layers.normalization.instancenormalization import InstanceNormalization\n",
        "from keras.preprocessing.image import img_to_array\n",
        "from keras.preprocessing.image import load_img\n",
        "from matplotlib import pyplot\n",
        "from numpy import vstack\n",
        "from PIL import Image\n",
        "import os\n",
        "import numpy as np\n",
        "\n",
        "def showAndSavePlot(imagesX, imagesY1, imagesY2, originalFile, generatedFile):\n",
        "\timages = vstack((imagesX, imagesY1, imagesY2))\n",
        "\ttitles = ['Real', 'Generated', 'Reconstructed']\n",
        "\timages = (images + 1) / 2.0\n",
        "\tfor i in range(len(images)):\n",
        "\t\tpyplot.subplot(1, len(images), 1 + i)\n",
        "\t\tpyplot.axis('off')\n",
        "\t\tpyplot.imshow(images[i])\n",
        "\t\tpyplot.title(titles[i])\n",
        "\t\tif(i == 0):\n",
        "\t\t\t\tImage.fromarray(np.uint8((images[0])*255)).save(originalFile)\n",
        "\t\telif (i == 2):\n",
        "\t\t\t\tImage.fromarray(np.uint8((images[2])*255)).save(generatedFile)\n",
        "\tpyplot.show()\n",
        "\n",
        "def selectSample(dataset, nSamples):\n",
        "\tix = randint(0, dataset.shape[0], nSamples)\n",
        "\tX = dataset[ix]\n",
        "\treturn X\n",
        "\n",
        "def loadImage(fileName, size=(256,256)):\n",
        "\tpixels = load_img(fileName, target_size=size)\n",
        "\tpixels = img_to_array(pixels)\n",
        "\tpixels = expand_dims(pixels, 0)\n",
        "\tpixels = (pixels - 127.5) / 127.5\n",
        "\treturn pixels\n",
        "\n",
        "print(\"Generating images in the folder\")\n",
        "cust = {'InstanceNormalization': InstanceNormalization}\n",
        "modelAToB = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/no_damage/no_damage_damage_vehicle_model_AtoB_060360.h5', cust)\n",
        "modelBToA = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/no_damage/no_damage_damage_vehicle_model_BtoA_060360.h5', cust)\n",
        "folder = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/NewCustomDatasetNonDup/Training/No Damage'\n",
        "generatedFolder = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/NewCustomDatasetNonDupGenerated/Training/No Damage'\n",
        "for i in os.listdir(folder):\n",
        "  file = f\"{folder}/{i}\"\n",
        "  print(file)\n",
        "  image_src = loadImage(file)\n",
        "  AReal = selectSample(image_src, 1)\n",
        "  BGenerated  = modelAToB.predict(AReal)\n",
        "  AReconstructed = modelBToA.predict(BGenerated)\n",
        "  originalFile = f\"{generatedFolder}/{i}\"\n",
        "  generatedFile = f\"{generatedFolder}/g_{i}\"\n",
        "  showAndSavePlot(AReal, BGenerated, AReconstructed, originalFile, generatedFile)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Generating images in the folder\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "error",
          "ename": "OSError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-24-0fca30fedba0>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     41\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Generating images in the folder\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     42\u001b[0m \u001b[0mcust\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m'InstanceNormalization'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mInstanceNormalization\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 43\u001b[0;31m \u001b[0mmodelAToB\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/no_damage/no_damage_damage_vehicle_model_AtoB_060360.h5'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcust\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     44\u001b[0m \u001b[0mmodelBToA\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/no_damage/no_damage_damage_vehicle_model_BtoA_060360.h5'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcust\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     45\u001b[0m \u001b[0mfolder\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/NewCustomDatasetNonDup/Training/No Damage'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/keras/saving/save.py\u001b[0m in \u001b[0;36mload_model\u001b[0;34m(filepath, custom_objects, compile, options)\u001b[0m\n\u001b[1;32m    204\u001b[0m         \u001b[0mfilepath\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpath_to_string\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    205\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 206\u001b[0;31m           \u001b[0;32mreturn\u001b[0m \u001b[0msaved_model_load\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcompile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    207\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    208\u001b[0m   raise IOError(\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/keras/saving/saved_model/load.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(path, compile, options)\u001b[0m\n\u001b[1;32m    107\u001b[0m   \u001b[0;31m# Look for metadata file or parse the SavedModel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m   \u001b[0mmetadata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msaved_metadata_pb2\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSavedMetadata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 109\u001b[0;31m   \u001b[0mmeta_graph_def\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mloader_impl\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse_saved_model\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeta_graphs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    110\u001b[0m   \u001b[0mobject_graph_def\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmeta_graph_def\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobject_graph_def\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    111\u001b[0m   \u001b[0mpath_to_metadata_pb\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mconstants\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSAVED_METADATA_PATH\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tensorflow/python/saved_model/loader_impl.py\u001b[0m in \u001b[0;36mparse_saved_model\u001b[0;34m(export_dir)\u001b[0m\n\u001b[1;32m    114\u001b[0m         \u001b[0;34m\"SavedModel file does not exist at: %s%s{%s|%s}\"\u001b[0m \u001b[0;34m%\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    115\u001b[0m         (export_dir, os.path.sep, constants.SAVED_MODEL_FILENAME_PBTXT,\n\u001b[0;32m--> 116\u001b[0;31m          constants.SAVED_MODEL_FILENAME_PB))\n\u001b[0m\u001b[1;32m    117\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    118\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mOSError\u001b[0m: SavedModel file does not exist at: /content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/no_damage/no_damage_damage_vehicle_model_AtoB_060360.h5/{saved_model.pbtxt|saved_model.pb}"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "background_save": true,
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "rf6otKzoJVKS",
        "outputId": "12c80ac1-b04f-47a2-8a14-8cb63cb3554b"
      },
      "source": [
        "# Importing libraries\n",
        "from numpy import load\n",
        "from numpy import expand_dims\n",
        "from keras.models import load_model\n",
        "from numpy.random import randint\n",
        "from keras_contrib.layers.normalization.instancenormalization import InstanceNormalization\n",
        "from keras.preprocessing.image import img_to_array\n",
        "from keras.preprocessing.image import load_img\n",
        "from matplotlib import pyplot\n",
        "from numpy import vstack\n",
        "from PIL import Image\n",
        "import os\n",
        "import numpy as np\n",
        "\n",
        "def showAndSavePlot(imagesX, imagesY1, imagesY2, originalFile, generatedFile):\n",
        "\timages = vstack((imagesX, imagesY1, imagesY2))\n",
        "\ttitles = ['Real', 'Generated', 'Reconstructed']\n",
        "\timages = (images + 1) / 2.0\n",
        "\tfor i in range(len(images)):\n",
        "\t\tpyplot.subplot(1, len(images), 1 + i)\n",
        "\t\tpyplot.axis('off')\n",
        "\t\tpyplot.imshow(images[i])\n",
        "\t\tpyplot.title(titles[i])\n",
        "\t\tif(i == 0):\n",
        "\t\t\t\tImage.fromarray(np.uint8((images[0])*255)).save(originalFile)\n",
        "\t\t# elif (i == 2):\n",
        "\t\t# \t\tImage.fromarray(np.uint8((images[2])*255)).save(generatedFile)\n",
        "\tpyplot.show()\n",
        "\n",
        "def selectSample(dataset, nSamples):\n",
        "\tix = randint(0, dataset.shape[0], nSamples)\n",
        "\tX = dataset[ix]\n",
        "\treturn X\n",
        "\n",
        "def loadImage(fileName, size=(256,256)):\n",
        "\tpixels = load_img(fileName, target_size=size)\n",
        "\tpixels = img_to_array(pixels)\n",
        "\tpixels = expand_dims(pixels, 0)\n",
        "\tpixels = (pixels - 127.5) / 127.5\n",
        "\treturn pixels\n",
        "\n",
        "print(\"Generating images in the folder\")\n",
        "cust = {'InstanceNormalization': InstanceNormalization}\n",
        "modelAToB = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch/scratch_damage_vehicle_model_AtoB_030840.h5', cust)\n",
        "modelBToA = load_model('/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/GANTraining/cyclegan_models/scratch/scratch_damage_vehicle_model_BtoA_030840.h5', cust)\n",
        "folder = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/NewCustomDatasetNonDup/Testing/No Damage'\n",
        "generatedFolder = '/content/drive/MyDrive/FYP - CAR DAMAGE DETECTION/Dataset/NewCustomDatasetNonDupGenerated/Testing/No Damage'\n",
        "for i in os.listdir(folder):\n",
        "  file = f\"{folder}/{i}\"\n",
        "  print(file)\n",
        "  image_src = loadImage(file)\n",
        "  AReal = selectSample(image_src, 1)\n",
        "  BGenerated  = modelAToB.predict(AReal)\n",
        "  AReconstructed = modelBToA.predict(BGenerated)\n",
        "  originalFile = f\"{generatedFolder}/{i}\"\n",
        "  generatedFile = f\"{generatedFolder}/g_{i}\"\n",
        "  showAndSavePlot(AReal, BGenerated, AReconstructed, originalFile, generatedFile)"
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}