TrainGPBasedModels.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "gpuClass": "premium"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "#Boiler Plate"
      ],
      "metadata": {
        "id": "1ApaTwo7kIQw"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "0luum09x-1Bh",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9ec3da71-4646-4229-cf64-b2365da0da14"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "y9aQLI2cClFx"
      },
      "outputs": [],
      "source": [
        "import pickle\n",
        "import pandas as pd\n",
        "import datetime as dt\n",
        "import matplotlib.pyplot as plt\n",
        "import gc\n",
        "import os"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FCGKkHXz-4ke"
      },
      "outputs": [],
      "source": [
        "# Seed value\n",
        "# Apparently you may use different seed values at each stage\n",
        "seed_value= 0\n",
        "\n",
        "# 1. Set the `PYTHONHASHSEED` environment variable at a fixed value\n",
        "import os\n",
        "os.environ['PYTHONHASHSEED']=str(seed_value)\n",
        "\n",
        "# 2. Set the `python` built-in pseudo-random generator at a fixed value\n",
        "import random\n",
        "random.seed(seed_value)\n",
        "\n",
        "# 3. Set the `numpy` pseudo-random generator at a fixed value\n",
        "import numpy as np\n",
        "np.random.seed(seed_value)\n",
        "\n",
        "# 4. Set the `tensorflow` pseudo-random generator at a fixed value\n",
        "import tensorflow as tf\n",
        "tf.random.set_seed(seed_value)\n",
        "# for later versions: \n",
        "# tf.compat.v1.set_random_seed(seed_value)\n",
        "\n",
        "# 5. Configure a new global `tensorflow` session\n",
        "from keras import backend as K\n",
        "# session_conf = tf.ConfigProto(intra_op_parallelism_threads=1, inter_op_parallelism_threads=1)\n",
        "# sess = tf.Session(graph=tf.get_default_graph(), config=session_conf)\n",
        "# K.set_session(sess)\n",
        "# for later versions:\n",
        "session_conf = tf.compat.v1.ConfigProto(intra_op_parallelism_threads=1, inter_op_parallelism_threads=1)\n",
        "sess = tf.compat.v1.Session(graph=tf.compat.v1.get_default_graph(), config=session_conf)\n",
        "tf.compat.v1.keras.backend.set_session(sess)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#Load Data"
      ],
      "metadata": {
        "id": "dxYLA0plkKyy"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "All Data can be found at this anonymous repo https://anonymous.4open.science/r/CHILData-4164/"
      ],
      "metadata": {
        "id": "QGFH6W6glg9w"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/trainingPerfusionCloseClin.pkl\", \"rb\")\n",
        "trainingPerfusion = pickle.load(o)\n",
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/validationPerfusionCloseClin.pkl\", \"rb\")\n",
        "validationPerfusion = pickle.load(o)\n",
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/testPerfusionCloseClin.pkl\", \"rb\")\n",
        "testPerfusion = pickle.load(o)\n",
        "\n",
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/trainingClinicalCloseClin.pkl\", \"rb\")\n",
        "trainingClinical = pickle.load(o)\n",
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/validationClinicalCloseClin.pkl\", \"rb\")\n",
        "validationClinical = pickle.load(o)\n",
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/testClinicalCloseClin.pkl\", \"rb\")\n",
        "testClinical = pickle.load(o)\n"
      ],
      "metadata": {
        "id": "4ZZ-vKTXizVZ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "labelTraining = np.append(np.ones(54), np.zeros(54))\n",
        "labelValTest = np.append(np.ones(18), np.zeros(18))"
      ],
      "metadata": {
        "id": "P6iaKqUUqtSt"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Train all Models"
      ],
      "metadata": {
        "id": "4aMPHkr_ILeM"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from keras import layers, models, optimizers, metrics\n",
        "from keras.callbacks import EarlyStopping, ModelCheckpoint\n",
        "!pip install keras-tuner\n",
        "import kerastuner as kt\n",
        "from kerastuner import HyperParameters as hp"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MHo6Zqhrkv_R",
        "outputId": "bbbee51d-a75e-4ead-b7fd-c875646982dc"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Installing collected packages: kt-legacy, jedi, keras-tuner\n",
            "Successfully installed jedi-0.18.2 keras-tuner-1.1.3 kt-legacy-1.0.4\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-6-44a22687b9c5>:4: DeprecationWarning: `import kerastuner` is deprecated, please use `import keras_tuner`.\n",
            "  import kerastuner as kt\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "timeLen = trainingPerfusion[0,0].shape[1]\n",
        "varLen = trainingPerfusion[0,0].shape[2]\n",
        "\n",
        "def TransfomerEncoder(input, sizeOne, dropoutOne):\n",
        "\n",
        "    # #Conv\n",
        "    conv = layers.Conv1D(sizeOne, 1, padding = \"same\", activation=\"tanh\")(input)\n",
        "    #convolution Layer\n",
        "    lstm = layers.LSTM(sizeOne, dropout = dropoutOne, return_sequences=True)(conv) #res\n",
        "    add = layers.Add()([conv, lstm])\n",
        "    lstm = layers.LSTM(sizeOne, dropout = dropoutOne)(add)\n",
        "    lstm = layers.LayerNormalization()(lstm)\n",
        "    \n",
        "    return lstm\n",
        "\n",
        "def clinicalClass(input, sizeOne, dropoutOne, sizeTwo, dropoutTwo):\n",
        "    \n",
        "    classif = layers.Dense(sizeOne, activation = \"selu\")(input)\n",
        "    dropout = layers.Dropout(dropoutOne)(classif)\n",
        "    classif = layers.Dense(input.shape[1], activation = \"selu\")(dropout)\n",
        "    dropout = layers.Dropout(dropoutOne)(classif)\n",
        "    finalLayer = layers.Dense(sizeTwo, activation = \"selu\")(dropout)\n",
        "    finalDropout = layers.Dropout(dropoutTwo)(finalLayer)\n",
        "    \n",
        "    return finalDropout\n",
        "\n"
      ],
      "metadata": {
        "id": "ShhkxKFDkzdD"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "def make_model():\n",
        "  input_layerPerf = layers.Input(shape = (timeLen,varLen,), name=\"PerfusionData\" ) \n",
        "  print(input_layerPerf.shape)\n",
        "  input_layerClin = layers.Input(shape = ([trainingClinical.shape[3],]), name=\"ClinData\" ) \n",
        "  print(input_layerClin.shape)\n",
        "  \n",
        "  x = input_layerPerf\n",
        "  x = TransfomerEncoder(x, 1024, 0.3)\n",
        "  y = input_layerClin\n",
        "  y = clinicalClass(y,33,0,25,0.2)\n",
        "\n",
        "  concat = layers.Concatenate()([x,y])\n",
        "  output_layer = layers.Dense(1, activation=\"sigmoid\", name=\"Prediction\")(concat)\n",
        "\n",
        "  model = models.Model(inputs=[input_layerPerf,input_layerClin ], outputs=output_layer)\n",
        "\n",
        "  ##Model Creation\n",
        "  opt = tf.keras.optimizers.Adam(learning_rate=0.00001)\n",
        "  model.compile(loss='binary_crossentropy', optimizer=opt, metrics=\n",
        "                [\"acc\",\n",
        "                 tf.keras.metrics.AUC(name='auc_min', summation_method = \"minoring\"),\n",
        "                 tf.keras.metrics.AUC(name='auc_max', summation_method = \"majoring\")],)\n",
        "\n",
        "  return model"
      ],
      "metadata": {
        "id": "JpzL27Nnnh0W"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "es = EarlyStopping(monitor='val_loss', mode='min', verbose=0,  patience=20, min_delta = 0.00001)\n",
        "predictions = np.zeros([12,5,36])\n",
        "\n",
        "\n",
        "for x in range(12):\n",
        "  for j in range(5):\n",
        "    mc = ModelCheckpoint(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/LSTMModels/CloseClinK{}Fold{}.h5\".format(x, j), monitor='val_loss', mode='min', verbose=0, save_best_only=True)\n",
        "    model = make_model()\n",
        "    model.fit(\n",
        "        {\"PerfusionData\": trainingPerfusion[x,j],\"ClinData\": trainingClinical[x,j]},\n",
        "        {\"Prediction\": labelTraining},\n",
        "        epochs=10000,   \n",
        "        batch_size = trainingPerfusion.shape[2],                                                     \n",
        "        validation_data = ([validationPerfusion[x,j],validationClinical[x,j]], labelValTest),\n",
        "        callbacks=[es, mc],\n",
        "        verbose=1,\n",
        "    )\n",
        "    model.load_weights(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/LSTMModels/CloseClinK{}Fold{}.h5\".format(x, j))\n",
        "    yPred = model.predict({\"ClinData\": testClinical[x,j],\"PerfusionData\": testPerfusion[x,j]}) \n",
        "    predictions[x,j] = yPred.reshape(-1)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "EHloZnRdIhCs",
        "outputId": "4a20be28-57ad-422a-dd61-9ba8aab62f20"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 22s 22s/step - loss: 0.7691 - acc: 0.4815 - auc_min: 0.4352 - auc_max: 0.4465 - val_loss: 0.6732 - val_acc: 0.5000 - val_auc_min: 0.9630 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6803 - acc: 0.5370 - auc_min: 0.6207 - auc_max: 0.6413 - val_loss: 0.6262 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6286 - acc: 0.5741 - auc_min: 0.8179 - auc_max: 0.8320 - val_loss: 0.5572 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5880 - acc: 0.6667 - auc_min: 0.8371 - auc_max: 0.8447 - val_loss: 0.4922 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5497 - acc: 0.7778 - auc_min: 0.8422 - auc_max: 0.8495 - val_loss: 0.4472 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4903 - acc: 0.8333 - auc_min: 0.9012 - auc_max: 0.9060 - val_loss: 0.4136 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4425 - acc: 0.8333 - auc_min: 0.9386 - auc_max: 0.9417 - val_loss: 0.3790 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4359 - acc: 0.8241 - auc_min: 0.9057 - auc_max: 0.9115 - val_loss: 0.3441 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4058 - acc: 0.8611 - auc_min: 0.9307 - auc_max: 0.9324 - val_loss: 0.3138 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3720 - acc: 0.8519 - auc_min: 0.9414 - auc_max: 0.9458 - val_loss: 0.2922 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3606 - acc: 0.8704 - auc_min: 0.9407 - auc_max: 0.9444 - val_loss: 0.2782 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3751 - acc: 0.8796 - auc_min: 0.9081 - auc_max: 0.9129 - val_loss: 0.2668 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3449 - acc: 0.8796 - auc_min: 0.9314 - auc_max: 0.9335 - val_loss: 0.2545 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.3292 - acc: 0.8796 - auc_min: 0.9458 - auc_max: 0.9472 - val_loss: 0.2411 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3264 - acc: 0.8704 - auc_min: 0.9424 - auc_max: 0.9462 - val_loss: 0.2277 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3266 - acc: 0.8704 - auc_min: 0.9222 - auc_max: 0.9246 - val_loss: 0.2154 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3120 - acc: 0.8704 - auc_min: 0.9444 - auc_max: 0.9462 - val_loss: 0.2054 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3079 - acc: 0.8704 - auc_min: 0.9369 - auc_max: 0.9390 - val_loss: 0.1981 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2927 - acc: 0.8981 - auc_min: 0.9527 - auc_max: 0.9554 - val_loss: 0.1921 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2924 - acc: 0.8704 - auc_min: 0.9496 - auc_max: 0.9523 - val_loss: 0.1883 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2959 - acc: 0.8796 - auc_min: 0.9438 - auc_max: 0.9455 - val_loss: 0.1862 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2794 - acc: 0.8981 - auc_min: 0.9462 - auc_max: 0.9489 - val_loss: 0.1852 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2743 - acc: 0.8889 - auc_min: 0.9527 - auc_max: 0.9554 - val_loss: 0.1855 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2788 - acc: 0.8796 - auc_min: 0.9564 - auc_max: 0.9582 - val_loss: 0.1853 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2758 - acc: 0.8981 - auc_min: 0.9475 - auc_max: 0.9503 - val_loss: 0.1847 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2847 - acc: 0.8889 - auc_min: 0.9417 - auc_max: 0.9444 - val_loss: 0.1834 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2801 - acc: 0.8981 - auc_min: 0.9503 - auc_max: 0.9506 - val_loss: 0.1804 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2737 - acc: 0.8981 - auc_min: 0.9455 - auc_max: 0.9475 - val_loss: 0.1769 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2607 - acc: 0.8981 - auc_min: 0.9595 - auc_max: 0.9616 - val_loss: 0.1741 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2823 - acc: 0.8704 - auc_min: 0.9455 - auc_max: 0.9472 - val_loss: 0.1719 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2675 - acc: 0.9074 - auc_min: 0.9479 - auc_max: 0.9489 - val_loss: 0.1703 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2720 - acc: 0.8889 - auc_min: 0.9510 - auc_max: 0.9523 - val_loss: 0.1697 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2854 - acc: 0.8704 - auc_min: 0.9393 - auc_max: 0.9420 - val_loss: 0.1698 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2717 - acc: 0.8981 - auc_min: 0.9448 - auc_max: 0.9472 - val_loss: 0.1707 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2626 - acc: 0.8889 - auc_min: 0.9544 - auc_max: 0.9561 - val_loss: 0.1720 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2799 - acc: 0.8981 - auc_min: 0.9407 - auc_max: 0.9431 - val_loss: 0.1732 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.2641 - acc: 0.9074 - auc_min: 0.9510 - auc_max: 0.9527 - val_loss: 0.1749 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.2612 - acc: 0.8889 - auc_min: 0.9575 - auc_max: 0.9585 - val_loss: 0.1762 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2768 - acc: 0.8889 - auc_min: 0.9489 - auc_max: 0.9503 - val_loss: 0.1756 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2549 - acc: 0.9074 - auc_min: 0.9592 - auc_max: 0.9616 - val_loss: 0.1742 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9877\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2727 - acc: 0.8981 - auc_min: 0.9513 - auc_max: 0.9534 - val_loss: 0.1735 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9846\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2656 - acc: 0.8981 - auc_min: 0.9486 - auc_max: 0.9499 - val_loss: 0.1730 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2622 - acc: 0.8889 - auc_min: 0.9568 - auc_max: 0.9592 - val_loss: 0.1733 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.2590 - acc: 0.8981 - auc_min: 0.9530 - auc_max: 0.9547 - val_loss: 0.1740 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.2672 - acc: 0.8981 - auc_min: 0.9506 - auc_max: 0.9516 - val_loss: 0.1751 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2628 - acc: 0.8981 - auc_min: 0.9599 - auc_max: 0.9602 - val_loss: 0.1764 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2617 - acc: 0.9074 - auc_min: 0.9540 - auc_max: 0.9568 - val_loss: 0.1776 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2704 - acc: 0.8981 - auc_min: 0.9492 - auc_max: 0.9516 - val_loss: 0.1786 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2538 - acc: 0.9167 - auc_min: 0.9571 - auc_max: 0.9582 - val_loss: 0.1791 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2481 - acc: 0.9074 - auc_min: 0.9578 - auc_max: 0.9595 - val_loss: 0.1788 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2426 - acc: 0.9259 - auc_min: 0.9657 - auc_max: 0.9671 - val_loss: 0.1788 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2591 - acc: 0.9074 - auc_min: 0.9568 - auc_max: 0.9582 - val_loss: 0.1792 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "2/2 [==============================] - 1s 98ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8337 - acc: 0.5093 - auc_min: 0.2733 - auc_max: 0.2884 - val_loss: 0.7149 - val_acc: 0.5000 - val_auc_min: 0.3889 - val_auc_max: 0.4043\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7127 - acc: 0.5093 - auc_min: 0.5117 - auc_max: 0.5233 - val_loss: 0.6934 - val_acc: 0.5000 - val_auc_min: 0.7407 - val_auc_max: 0.7778\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6964 - acc: 0.5370 - auc_min: 0.6824 - auc_max: 0.7020 - val_loss: 0.6441 - val_acc: 0.5000 - val_auc_min: 0.7407 - val_auc_max: 0.7593\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6133 - acc: 0.5833 - auc_min: 0.8357 - auc_max: 0.8464 - val_loss: 0.5878 - val_acc: 0.5278 - val_auc_min: 0.7407 - val_auc_max: 0.7593\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5535 - acc: 0.7222 - auc_min: 0.9112 - auc_max: 0.9194 - val_loss: 0.5473 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5173 - acc: 0.8333 - auc_min: 0.9132 - auc_max: 0.9184 - val_loss: 0.5269 - val_acc: 0.7778 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4871 - acc: 0.8426 - auc_min: 0.9208 - auc_max: 0.9256 - val_loss: 0.5160 - val_acc: 0.7778 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4577 - acc: 0.8426 - auc_min: 0.9246 - auc_max: 0.9270 - val_loss: 0.5081 - val_acc: 0.7500 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4316 - acc: 0.8796 - auc_min: 0.9136 - auc_max: 0.9170 - val_loss: 0.5051 - val_acc: 0.6944 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3979 - acc: 0.9352 - auc_min: 0.9211 - auc_max: 0.9235 - val_loss: 0.5082 - val_acc: 0.6944 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3609 - acc: 0.9074 - auc_min: 0.9506 - auc_max: 0.9520 - val_loss: 0.5166 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3345 - acc: 0.9167 - auc_min: 0.9588 - auc_max: 0.9592 - val_loss: 0.5266 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3438 - acc: 0.9167 - auc_min: 0.9444 - auc_max: 0.9451 - val_loss: 0.5366 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3317 - acc: 0.8981 - auc_min: 0.9379 - auc_max: 0.9400 - val_loss: 0.5453 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7593\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.3056 - acc: 0.8981 - auc_min: 0.9492 - auc_max: 0.9503 - val_loss: 0.5538 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7778\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2978 - acc: 0.9259 - auc_min: 0.9383 - auc_max: 0.9400 - val_loss: 0.5630 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7778\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2938 - acc: 0.9259 - auc_min: 0.9407 - auc_max: 0.9424 - val_loss: 0.5741 - val_acc: 0.6667 - val_auc_min: 0.7716 - val_auc_max: 0.8025\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2823 - acc: 0.9259 - auc_min: 0.9348 - auc_max: 0.9383 - val_loss: 0.5865 - val_acc: 0.6944 - val_auc_min: 0.7778 - val_auc_max: 0.7963\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3013 - acc: 0.9167 - auc_min: 0.9222 - auc_max: 0.9249 - val_loss: 0.5991 - val_acc: 0.6944 - val_auc_min: 0.7654 - val_auc_max: 0.7901\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2614 - acc: 0.9259 - auc_min: 0.9468 - auc_max: 0.9472 - val_loss: 0.6121 - val_acc: 0.6944 - val_auc_min: 0.7778 - val_auc_max: 0.7963\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2604 - acc: 0.9259 - auc_min: 0.9499 - auc_max: 0.9523 - val_loss: 0.6242 - val_acc: 0.6944 - val_auc_min: 0.7778 - val_auc_max: 0.7963\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.2653 - acc: 0.9259 - auc_min: 0.9420 - auc_max: 0.9441 - val_loss: 0.6357 - val_acc: 0.6667 - val_auc_min: 0.7654 - val_auc_max: 0.7994\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2518 - acc: 0.9259 - auc_min: 0.9465 - auc_max: 0.9486 - val_loss: 0.6469 - val_acc: 0.6667 - val_auc_min: 0.7654 - val_auc_max: 0.7994\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2644 - acc: 0.9167 - auc_min: 0.9420 - auc_max: 0.9427 - val_loss: 0.6574 - val_acc: 0.6667 - val_auc_min: 0.7716 - val_auc_max: 0.7901\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2567 - acc: 0.9259 - auc_min: 0.9420 - auc_max: 0.9431 - val_loss: 0.6677 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2727 - acc: 0.9074 - auc_min: 0.9342 - auc_max: 0.9366 - val_loss: 0.6772 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2439 - acc: 0.8981 - auc_min: 0.9516 - auc_max: 0.9534 - val_loss: 0.6853 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2632 - acc: 0.8981 - auc_min: 0.9479 - auc_max: 0.9489 - val_loss: 0.6922 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.2627 - acc: 0.9167 - auc_min: 0.9417 - auc_max: 0.9431 - val_loss: 0.6978 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "2/2 [==============================] - 1s 92ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.9816 - acc: 0.5000 - auc_min: 0.2411 - auc_max: 0.2531 - val_loss: 0.6374 - val_acc: 0.6667 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7520 - acc: 0.5000 - auc_min: 0.3927 - auc_max: 0.4081 - val_loss: 0.6225 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.6536 - acc: 0.5833 - auc_min: 0.7390 - auc_max: 0.7531 - val_loss: 0.6336 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6851 - acc: 0.5093 - auc_min: 0.8196 - auc_max: 0.8296 - val_loss: 0.6003 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6345 - acc: 0.5370 - auc_min: 0.9019 - auc_max: 0.9095 - val_loss: 0.5418 - val_acc: 0.5833 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5709 - acc: 0.6296 - auc_min: 0.9115 - auc_max: 0.9167 - val_loss: 0.4892 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4826 - acc: 0.7778 - auc_min: 0.9534 - auc_max: 0.9571 - val_loss: 0.4621 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.4222 - acc: 0.8796 - auc_min: 0.9633 - auc_max: 0.9654 - val_loss: 0.4630 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.4191 - acc: 0.8889 - auc_min: 0.9345 - auc_max: 0.9372 - val_loss: 0.4773 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.4045 - acc: 0.8333 - auc_min: 0.9386 - auc_max: 0.9417 - val_loss: 0.4855 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3961 - acc: 0.8148 - auc_min: 0.9420 - auc_max: 0.9431 - val_loss: 0.4772 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3740 - acc: 0.8519 - auc_min: 0.9499 - auc_max: 0.9530 - val_loss: 0.4518 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3504 - acc: 0.8426 - auc_min: 0.9314 - auc_max: 0.9345 - val_loss: 0.4183 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3473 - acc: 0.8519 - auc_min: 0.9390 - auc_max: 0.9400 - val_loss: 0.3825 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3051 - acc: 0.8981 - auc_min: 0.9479 - auc_max: 0.9496 - val_loss: 0.3529 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3162 - acc: 0.8981 - auc_min: 0.9242 - auc_max: 0.9263 - val_loss: 0.3310 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3101 - acc: 0.9167 - auc_min: 0.9324 - auc_max: 0.9348 - val_loss: 0.3159 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2938 - acc: 0.8981 - auc_min: 0.9383 - auc_max: 0.9390 - val_loss: 0.3056 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3050 - acc: 0.8796 - auc_min: 0.9407 - auc_max: 0.9424 - val_loss: 0.2976 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2877 - acc: 0.9074 - auc_min: 0.9407 - auc_max: 0.9431 - val_loss: 0.2910 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2821 - acc: 0.8981 - auc_min: 0.9479 - auc_max: 0.9510 - val_loss: 0.2863 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2919 - acc: 0.8796 - auc_min: 0.9400 - auc_max: 0.9407 - val_loss: 0.2851 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2572 - acc: 0.9074 - auc_min: 0.9530 - auc_max: 0.9547 - val_loss: 0.2878 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2662 - acc: 0.8981 - auc_min: 0.9468 - auc_max: 0.9492 - val_loss: 0.2940 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2568 - acc: 0.9074 - auc_min: 0.9520 - auc_max: 0.9534 - val_loss: 0.3017 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2520 - acc: 0.9167 - auc_min: 0.9520 - auc_max: 0.9554 - val_loss: 0.3087 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2710 - acc: 0.9167 - auc_min: 0.9369 - auc_max: 0.9386 - val_loss: 0.3126 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2774 - acc: 0.9259 - auc_min: 0.9307 - auc_max: 0.9324 - val_loss: 0.3130 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2772 - acc: 0.9259 - auc_min: 0.9273 - auc_max: 0.9318 - val_loss: 0.3082 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2681 - acc: 0.9352 - auc_min: 0.9448 - auc_max: 0.9468 - val_loss: 0.2990 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2440 - acc: 0.9259 - auc_min: 0.9513 - auc_max: 0.9520 - val_loss: 0.2886 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2732 - acc: 0.9259 - auc_min: 0.9355 - auc_max: 0.9403 - val_loss: 0.2779 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2553 - acc: 0.9074 - auc_min: 0.9434 - auc_max: 0.9455 - val_loss: 0.2687 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2628 - acc: 0.9074 - auc_min: 0.9458 - auc_max: 0.9482 - val_loss: 0.2615 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2441 - acc: 0.9074 - auc_min: 0.9458 - auc_max: 0.9482 - val_loss: 0.2558 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2577 - acc: 0.9167 - auc_min: 0.9417 - auc_max: 0.9434 - val_loss: 0.2521 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2614 - acc: 0.8889 - auc_min: 0.9414 - auc_max: 0.9420 - val_loss: 0.2503 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2571 - acc: 0.9074 - auc_min: 0.9427 - auc_max: 0.9451 - val_loss: 0.2500 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2411 - acc: 0.8981 - auc_min: 0.9554 - auc_max: 0.9564 - val_loss: 0.2515 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2476 - acc: 0.8981 - auc_min: 0.9537 - auc_max: 0.9554 - val_loss: 0.2543 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2514 - acc: 0.8981 - auc_min: 0.9506 - auc_max: 0.9523 - val_loss: 0.2590 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2495 - acc: 0.9167 - auc_min: 0.9424 - auc_max: 0.9448 - val_loss: 0.2650 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2478 - acc: 0.8981 - auc_min: 0.9482 - auc_max: 0.9499 - val_loss: 0.2711 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.2525 - acc: 0.9167 - auc_min: 0.9431 - auc_max: 0.9455 - val_loss: 0.2770 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2564 - acc: 0.9167 - auc_min: 0.9379 - auc_max: 0.9407 - val_loss: 0.2817 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2432 - acc: 0.9259 - auc_min: 0.9458 - auc_max: 0.9492 - val_loss: 0.2844 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2399 - acc: 0.9167 - auc_min: 0.9492 - auc_max: 0.9530 - val_loss: 0.2862 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2495 - acc: 0.9167 - auc_min: 0.9472 - auc_max: 0.9499 - val_loss: 0.2868 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2399 - acc: 0.9352 - auc_min: 0.9420 - auc_max: 0.9444 - val_loss: 0.2860 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2553 - acc: 0.9259 - auc_min: 0.9386 - auc_max: 0.9407 - val_loss: 0.2845 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2518 - acc: 0.9259 - auc_min: 0.9427 - auc_max: 0.9438 - val_loss: 0.2826 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2481 - acc: 0.9352 - auc_min: 0.9410 - auc_max: 0.9434 - val_loss: 0.2801 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2275 - acc: 0.9352 - auc_min: 0.9564 - auc_max: 0.9575 - val_loss: 0.2778 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2515 - acc: 0.9167 - auc_min: 0.9468 - auc_max: 0.9506 - val_loss: 0.2771 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2499 - acc: 0.9074 - auc_min: 0.9489 - auc_max: 0.9510 - val_loss: 0.2776 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2316 - acc: 0.9259 - auc_min: 0.9554 - auc_max: 0.9575 - val_loss: 0.2793 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2443 - acc: 0.9167 - auc_min: 0.9571 - auc_max: 0.9585 - val_loss: 0.2817 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2460 - acc: 0.8981 - auc_min: 0.9482 - auc_max: 0.9503 - val_loss: 0.2860 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 88ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6396 - acc: 0.5648 - auc_min: 0.8738 - auc_max: 0.8807 - val_loss: 0.4437 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5317 - acc: 0.7870 - auc_min: 0.8721 - auc_max: 0.8772 - val_loss: 0.3960 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5415 - acc: 0.7407 - auc_min: 0.8690 - auc_max: 0.8755 - val_loss: 0.3533 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5290 - acc: 0.7778 - auc_min: 0.8704 - auc_max: 0.8783 - val_loss: 0.3134 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4822 - acc: 0.8056 - auc_min: 0.8769 - auc_max: 0.8827 - val_loss: 0.3017 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.4591 - acc: 0.8148 - auc_min: 0.8762 - auc_max: 0.8813 - val_loss: 0.3145 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.4274 - acc: 0.8704 - auc_min: 0.9047 - auc_max: 0.9095 - val_loss: 0.3294 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.4219 - acc: 0.8056 - auc_min: 0.9095 - auc_max: 0.9139 - val_loss: 0.3247 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4254 - acc: 0.7870 - auc_min: 0.9033 - auc_max: 0.9064 - val_loss: 0.2986 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4027 - acc: 0.8241 - auc_min: 0.9033 - auc_max: 0.9060 - val_loss: 0.2586 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3879 - acc: 0.8426 - auc_min: 0.9036 - auc_max: 0.9078 - val_loss: 0.2181 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3823 - acc: 0.8519 - auc_min: 0.9005 - auc_max: 0.9029 - val_loss: 0.1848 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3794 - acc: 0.8611 - auc_min: 0.8975 - auc_max: 0.9005 - val_loss: 0.1620 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3850 - acc: 0.8426 - auc_min: 0.9002 - auc_max: 0.9040 - val_loss: 0.1486 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3842 - acc: 0.8611 - auc_min: 0.8944 - auc_max: 0.8985 - val_loss: 0.1435 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3697 - acc: 0.8611 - auc_min: 0.8981 - auc_max: 0.9016 - val_loss: 0.1454 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3735 - acc: 0.8519 - auc_min: 0.9016 - auc_max: 0.9067 - val_loss: 0.1537 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3724 - acc: 0.8426 - auc_min: 0.8913 - auc_max: 0.8954 - val_loss: 0.1671 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3587 - acc: 0.8611 - auc_min: 0.8971 - auc_max: 0.8999 - val_loss: 0.1822 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3577 - acc: 0.8519 - auc_min: 0.8978 - auc_max: 0.9005 - val_loss: 0.1937 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3355 - acc: 0.8519 - auc_min: 0.9204 - auc_max: 0.9222 - val_loss: 0.1999 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3424 - acc: 0.8519 - auc_min: 0.9208 - auc_max: 0.9239 - val_loss: 0.1966 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3269 - acc: 0.8426 - auc_min: 0.9335 - auc_max: 0.9348 - val_loss: 0.1857 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3674 - acc: 0.8611 - auc_min: 0.8951 - auc_max: 0.8968 - val_loss: 0.1711 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3580 - acc: 0.8426 - auc_min: 0.9036 - auc_max: 0.9064 - val_loss: 0.1570 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3363 - acc: 0.8611 - auc_min: 0.9256 - auc_max: 0.9287 - val_loss: 0.1448 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3441 - acc: 0.8611 - auc_min: 0.9040 - auc_max: 0.9060 - val_loss: 0.1376 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3496 - acc: 0.8611 - auc_min: 0.9036 - auc_max: 0.9060 - val_loss: 0.1340 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3574 - acc: 0.8611 - auc_min: 0.8920 - auc_max: 0.8951 - val_loss: 0.1342 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3384 - acc: 0.8611 - auc_min: 0.9191 - auc_max: 0.9218 - val_loss: 0.1379 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.3556 - acc: 0.8519 - auc_min: 0.9078 - auc_max: 0.9115 - val_loss: 0.1453 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3291 - acc: 0.8611 - auc_min: 0.9252 - auc_max: 0.9273 - val_loss: 0.1553 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3289 - acc: 0.8519 - auc_min: 0.9215 - auc_max: 0.9252 - val_loss: 0.1643 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3293 - acc: 0.8519 - auc_min: 0.9290 - auc_max: 0.9314 - val_loss: 0.1698 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3558 - acc: 0.8611 - auc_min: 0.8978 - auc_max: 0.9016 - val_loss: 0.1730 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3561 - acc: 0.8519 - auc_min: 0.8947 - auc_max: 0.8981 - val_loss: 0.1717 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3415 - acc: 0.8519 - auc_min: 0.9201 - auc_max: 0.9228 - val_loss: 0.1675 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3382 - acc: 0.8519 - auc_min: 0.9160 - auc_max: 0.9180 - val_loss: 0.1627 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3418 - acc: 0.8426 - auc_min: 0.9095 - auc_max: 0.9129 - val_loss: 0.1572 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3215 - acc: 0.8611 - auc_min: 0.9376 - auc_max: 0.9400 - val_loss: 0.1534 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3156 - acc: 0.8611 - auc_min: 0.9276 - auc_max: 0.9300 - val_loss: 0.1512 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3367 - acc: 0.8611 - auc_min: 0.9102 - auc_max: 0.9122 - val_loss: 0.1510 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3314 - acc: 0.8611 - auc_min: 0.9235 - auc_max: 0.9276 - val_loss: 0.1532 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.3365 - acc: 0.8611 - auc_min: 0.9177 - auc_max: 0.9198 - val_loss: 0.1572 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3340 - acc: 0.8519 - auc_min: 0.9211 - auc_max: 0.9242 - val_loss: 0.1614 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3121 - acc: 0.8611 - auc_min: 0.9338 - auc_max: 0.9355 - val_loss: 0.1653 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3199 - acc: 0.8611 - auc_min: 0.9318 - auc_max: 0.9348 - val_loss: 0.1664 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3205 - acc: 0.8519 - auc_min: 0.9342 - auc_max: 0.9369 - val_loss: 0.1674 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 101ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7789 - acc: 0.4722 - auc_min: 0.3673 - auc_max: 0.3827 - val_loss: 0.6238 - val_acc: 0.6667 - val_auc_min: 0.5556 - val_auc_max: 0.5556\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7343 - acc: 0.4537 - auc_min: 0.4410 - auc_max: 0.4540 - val_loss: 0.5759 - val_acc: 0.6667 - val_auc_min: 0.7346 - val_auc_max: 0.7901\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6945 - acc: 0.5741 - auc_min: 0.5590 - auc_max: 0.5710 - val_loss: 0.5325 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9568\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6166 - acc: 0.6759 - auc_min: 0.7130 - auc_max: 0.7219 - val_loss: 0.5069 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5992 - acc: 0.6481 - auc_min: 0.7387 - auc_max: 0.7503 - val_loss: 0.4841 - val_acc: 0.9167 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5798 - acc: 0.6389 - auc_min: 0.7428 - auc_max: 0.7486 - val_loss: 0.4542 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.5620 - acc: 0.7037 - auc_min: 0.7589 - auc_max: 0.7665 - val_loss: 0.4235 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5191 - acc: 0.7870 - auc_min: 0.8076 - auc_max: 0.8141 - val_loss: 0.3998 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9784\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4790 - acc: 0.8056 - auc_min: 0.8481 - auc_max: 0.8549 - val_loss: 0.3860 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4745 - acc: 0.8056 - auc_min: 0.8460 - auc_max: 0.8525 - val_loss: 0.3774 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4459 - acc: 0.7963 - auc_min: 0.8964 - auc_max: 0.9012 - val_loss: 0.3700 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4469 - acc: 0.7870 - auc_min: 0.8786 - auc_max: 0.8841 - val_loss: 0.3638 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4196 - acc: 0.8148 - auc_min: 0.8882 - auc_max: 0.8916 - val_loss: 0.3603 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4149 - acc: 0.8333 - auc_min: 0.8988 - auc_max: 0.8999 - val_loss: 0.3585 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3959 - acc: 0.8333 - auc_min: 0.8954 - auc_max: 0.8985 - val_loss: 0.3574 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3775 - acc: 0.8611 - auc_min: 0.9091 - auc_max: 0.9129 - val_loss: 0.3565 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9568\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.3808 - acc: 0.8426 - auc_min: 0.9067 - auc_max: 0.9095 - val_loss: 0.3567 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3454 - acc: 0.8241 - auc_min: 0.9468 - auc_max: 0.9486 - val_loss: 0.3592 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3561 - acc: 0.8611 - auc_min: 0.9122 - auc_max: 0.9156 - val_loss: 0.3640 - val_acc: 0.8333 - val_auc_min: 0.9259 - val_auc_max: 0.9414\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3420 - acc: 0.8611 - auc_min: 0.9218 - auc_max: 0.9252 - val_loss: 0.3698 - val_acc: 0.8333 - val_auc_min: 0.9198 - val_auc_max: 0.9290\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3558 - acc: 0.8519 - auc_min: 0.9067 - auc_max: 0.9078 - val_loss: 0.3751 - val_acc: 0.8333 - val_auc_min: 0.9167 - val_auc_max: 0.9290\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3466 - acc: 0.8426 - auc_min: 0.9170 - auc_max: 0.9184 - val_loss: 0.3785 - val_acc: 0.8333 - val_auc_min: 0.9136 - val_auc_max: 0.9259\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3352 - acc: 0.8519 - auc_min: 0.9276 - auc_max: 0.9297 - val_loss: 0.3806 - val_acc: 0.8333 - val_auc_min: 0.8981 - val_auc_max: 0.9198\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 789ms/step - loss: 0.3406 - acc: 0.8519 - auc_min: 0.9228 - auc_max: 0.9252 - val_loss: 0.3823 - val_acc: 0.8056 - val_auc_min: 0.8827 - val_auc_max: 0.9043\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3394 - acc: 0.8611 - auc_min: 0.9146 - auc_max: 0.9187 - val_loss: 0.3850 - val_acc: 0.8056 - val_auc_min: 0.8827 - val_auc_max: 0.9043\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3142 - acc: 0.8981 - auc_min: 0.9348 - auc_max: 0.9359 - val_loss: 0.3895 - val_acc: 0.8056 - val_auc_min: 0.8796 - val_auc_max: 0.8889\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3045 - acc: 0.8611 - auc_min: 0.9444 - auc_max: 0.9468 - val_loss: 0.3948 - val_acc: 0.8056 - val_auc_min: 0.8827 - val_auc_max: 0.8827\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3185 - acc: 0.8519 - auc_min: 0.9369 - auc_max: 0.9376 - val_loss: 0.4014 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8796\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3096 - acc: 0.8704 - auc_min: 0.9390 - auc_max: 0.9410 - val_loss: 0.4084 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8796\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3175 - acc: 0.8611 - auc_min: 0.9372 - auc_max: 0.9383 - val_loss: 0.4150 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8735\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.3027 - acc: 0.8889 - auc_min: 0.9369 - auc_max: 0.9393 - val_loss: 0.4223 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8765\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3187 - acc: 0.8519 - auc_min: 0.9263 - auc_max: 0.9294 - val_loss: 0.4272 - val_acc: 0.8056 - val_auc_min: 0.8642 - val_auc_max: 0.8673\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3040 - acc: 0.8796 - auc_min: 0.9424 - auc_max: 0.9444 - val_loss: 0.4325 - val_acc: 0.8056 - val_auc_min: 0.8611 - val_auc_max: 0.8673\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3097 - acc: 0.8796 - auc_min: 0.9390 - auc_max: 0.9407 - val_loss: 0.4381 - val_acc: 0.8056 - val_auc_min: 0.8611 - val_auc_max: 0.8642\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3154 - acc: 0.8796 - auc_min: 0.9314 - auc_max: 0.9352 - val_loss: 0.4433 - val_acc: 0.8056 - val_auc_min: 0.8519 - val_auc_max: 0.8611\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3024 - acc: 0.8796 - auc_min: 0.9410 - auc_max: 0.9434 - val_loss: 0.4478 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8580\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:tensorflow:5 out of the last 9 calls to <function Model.make_predict_function.<locals>.predict_function at 0x7f43601d7c10> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "2/2 [==============================] - 1s 96ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6619 - acc: 0.5648 - auc_min: 0.6399 - auc_max: 0.6540 - val_loss: 0.4876 - val_acc: 0.8056 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5964 - acc: 0.6852 - auc_min: 0.8330 - auc_max: 0.8429 - val_loss: 0.3867 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5497 - acc: 0.7685 - auc_min: 0.8721 - auc_max: 0.8793 - val_loss: 0.2986 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4958 - acc: 0.8056 - auc_min: 0.8981 - auc_max: 0.9043 - val_loss: 0.2360 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4537 - acc: 0.8426 - auc_min: 0.9390 - auc_max: 0.9410 - val_loss: 0.1973 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4200 - acc: 0.8333 - auc_min: 0.9311 - auc_max: 0.9348 - val_loss: 0.1798 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4132 - acc: 0.8148 - auc_min: 0.9160 - auc_max: 0.9198 - val_loss: 0.1730 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3952 - acc: 0.8333 - auc_min: 0.9318 - auc_max: 0.9352 - val_loss: 0.1620 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3773 - acc: 0.8519 - auc_min: 0.9276 - auc_max: 0.9318 - val_loss: 0.1452 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3540 - acc: 0.8333 - auc_min: 0.9324 - auc_max: 0.9362 - val_loss: 0.1246 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3660 - acc: 0.8426 - auc_min: 0.9136 - auc_max: 0.9167 - val_loss: 0.1053 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3404 - acc: 0.8333 - auc_min: 0.9345 - auc_max: 0.9396 - val_loss: 0.0937 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3234 - acc: 0.8426 - auc_min: 0.9448 - auc_max: 0.9475 - val_loss: 0.0888 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3378 - acc: 0.8241 - auc_min: 0.9335 - auc_max: 0.9369 - val_loss: 0.0886 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3172 - acc: 0.8519 - auc_min: 0.9431 - auc_max: 0.9455 - val_loss: 0.0918 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3138 - acc: 0.8426 - auc_min: 0.9489 - auc_max: 0.9510 - val_loss: 0.0981 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3225 - acc: 0.8519 - auc_min: 0.9379 - auc_max: 0.9400 - val_loss: 0.1006 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3140 - acc: 0.8611 - auc_min: 0.9355 - auc_max: 0.9372 - val_loss: 0.0992 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3166 - acc: 0.8611 - auc_min: 0.9338 - auc_max: 0.9359 - val_loss: 0.0945 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3090 - acc: 0.8333 - auc_min: 0.9492 - auc_max: 0.9523 - val_loss: 0.0879 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3135 - acc: 0.8704 - auc_min: 0.9427 - auc_max: 0.9458 - val_loss: 0.0823 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3151 - acc: 0.8704 - auc_min: 0.9355 - auc_max: 0.9379 - val_loss: 0.0793 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2983 - acc: 0.8611 - auc_min: 0.9503 - auc_max: 0.9510 - val_loss: 0.0807 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3142 - acc: 0.8704 - auc_min: 0.9321 - auc_max: 0.9335 - val_loss: 0.0850 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3011 - acc: 0.8519 - auc_min: 0.9482 - auc_max: 0.9503 - val_loss: 0.0897 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3069 - acc: 0.8519 - auc_min: 0.9431 - auc_max: 0.9455 - val_loss: 0.0906 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2888 - acc: 0.8611 - auc_min: 0.9523 - auc_max: 0.9540 - val_loss: 0.0908 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3030 - acc: 0.8611 - auc_min: 0.9424 - auc_max: 0.9438 - val_loss: 0.0894 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3089 - acc: 0.8611 - auc_min: 0.9434 - auc_max: 0.9465 - val_loss: 0.0845 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3005 - acc: 0.8519 - auc_min: 0.9496 - auc_max: 0.9506 - val_loss: 0.0812 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3038 - acc: 0.8611 - auc_min: 0.9472 - auc_max: 0.9479 - val_loss: 0.0794 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2964 - acc: 0.8426 - auc_min: 0.9482 - auc_max: 0.9506 - val_loss: 0.0813 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2851 - acc: 0.8611 - auc_min: 0.9544 - auc_max: 0.9561 - val_loss: 0.0839 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2854 - acc: 0.8519 - auc_min: 0.9554 - auc_max: 0.9571 - val_loss: 0.0867 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.3041 - acc: 0.8611 - auc_min: 0.9441 - auc_max: 0.9472 - val_loss: 0.0899 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2919 - acc: 0.8426 - auc_min: 0.9551 - auc_max: 0.9575 - val_loss: 0.0907 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2882 - acc: 0.8519 - auc_min: 0.9582 - auc_max: 0.9606 - val_loss: 0.0898 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2863 - acc: 0.8426 - auc_min: 0.9588 - auc_max: 0.9606 - val_loss: 0.0853 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2734 - acc: 0.8704 - auc_min: 0.9619 - auc_max: 0.9633 - val_loss: 0.0806 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3072 - acc: 0.8519 - auc_min: 0.9475 - auc_max: 0.9496 - val_loss: 0.0770 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2999 - acc: 0.8611 - auc_min: 0.9534 - auc_max: 0.9547 - val_loss: 0.0765 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2863 - acc: 0.8704 - auc_min: 0.9551 - auc_max: 0.9568 - val_loss: 0.0792 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2895 - acc: 0.8704 - auc_min: 0.9534 - auc_max: 0.9561 - val_loss: 0.0854 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2856 - acc: 0.8611 - auc_min: 0.9544 - auc_max: 0.9554 - val_loss: 0.0931 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2871 - acc: 0.8519 - auc_min: 0.9609 - auc_max: 0.9609 - val_loss: 0.0985 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2762 - acc: 0.8611 - auc_min: 0.9599 - auc_max: 0.9616 - val_loss: 0.0950 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2772 - acc: 0.8796 - auc_min: 0.9630 - auc_max: 0.9640 - val_loss: 0.0858 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2891 - acc: 0.8426 - auc_min: 0.9534 - auc_max: 0.9547 - val_loss: 0.0775 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2735 - acc: 0.8704 - auc_min: 0.9612 - auc_max: 0.9626 - val_loss: 0.0744 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2843 - acc: 0.8519 - auc_min: 0.9602 - auc_max: 0.9609 - val_loss: 0.0784 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2948 - acc: 0.8426 - auc_min: 0.9534 - auc_max: 0.9551 - val_loss: 0.0850 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2923 - acc: 0.8519 - auc_min: 0.9564 - auc_max: 0.9575 - val_loss: 0.0936 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2731 - acc: 0.8704 - auc_min: 0.9654 - auc_max: 0.9660 - val_loss: 0.0980 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2680 - acc: 0.8611 - auc_min: 0.9671 - auc_max: 0.9678 - val_loss: 0.0950 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2865 - acc: 0.8611 - auc_min: 0.9513 - auc_max: 0.9520 - val_loss: 0.0873 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2627 - acc: 0.8704 - auc_min: 0.9636 - auc_max: 0.9640 - val_loss: 0.0793 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2788 - acc: 0.8519 - auc_min: 0.9561 - auc_max: 0.9571 - val_loss: 0.0755 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2978 - acc: 0.8519 - auc_min: 0.9516 - auc_max: 0.9523 - val_loss: 0.0777 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2563 - acc: 0.8796 - auc_min: 0.9678 - auc_max: 0.9691 - val_loss: 0.0823 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2784 - acc: 0.8519 - auc_min: 0.9616 - auc_max: 0.9623 - val_loss: 0.0888 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2698 - acc: 0.8704 - auc_min: 0.9630 - auc_max: 0.9647 - val_loss: 0.0929 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2937 - acc: 0.8519 - auc_min: 0.9558 - auc_max: 0.9578 - val_loss: 0.0919 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2783 - acc: 0.8704 - auc_min: 0.9616 - auc_max: 0.9623 - val_loss: 0.0876 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2705 - acc: 0.8611 - auc_min: 0.9623 - auc_max: 0.9640 - val_loss: 0.0818 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2690 - acc: 0.8796 - auc_min: 0.9650 - auc_max: 0.9664 - val_loss: 0.0786 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2840 - acc: 0.8611 - auc_min: 0.9575 - auc_max: 0.9588 - val_loss: 0.0795 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2684 - acc: 0.8611 - auc_min: 0.9633 - auc_max: 0.9654 - val_loss: 0.0831 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2696 - acc: 0.8519 - auc_min: 0.9650 - auc_max: 0.9654 - val_loss: 0.0899 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2691 - acc: 0.8704 - auc_min: 0.9623 - auc_max: 0.9636 - val_loss: 0.0946 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:tensorflow:6 out of the last 11 calls to <function Model.make_predict_function.<locals>.predict_function at 0x7f437cddeca0> triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6291 - acc: 0.7037 - auc_min: 0.7473 - auc_max: 0.7603 - val_loss: 0.8690 - val_acc: 0.6389 - val_auc_min: 0.4259 - val_auc_max: 0.4259\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5367 - acc: 0.8333 - auc_min: 0.9143 - auc_max: 0.9215 - val_loss: 0.8564 - val_acc: 0.6389 - val_auc_min: 0.4383 - val_auc_max: 0.4630\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4424 - acc: 0.9167 - auc_min: 0.9640 - auc_max: 0.9654 - val_loss: 0.8530 - val_acc: 0.6667 - val_auc_min: 0.4691 - val_auc_max: 0.4877\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.4019 - acc: 0.9259 - auc_min: 0.9609 - auc_max: 0.9633 - val_loss: 0.8673 - val_acc: 0.6667 - val_auc_min: 0.4691 - val_auc_max: 0.4877\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3450 - acc: 0.9259 - auc_min: 0.9698 - auc_max: 0.9712 - val_loss: 0.8915 - val_acc: 0.6667 - val_auc_min: 0.4691 - val_auc_max: 0.4877\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.2999 - acc: 0.9352 - auc_min: 0.9767 - auc_max: 0.9781 - val_loss: 0.9172 - val_acc: 0.6667 - val_auc_min: 0.4722 - val_auc_max: 0.5062\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2687 - acc: 0.9352 - auc_min: 0.9726 - auc_max: 0.9746 - val_loss: 0.9460 - val_acc: 0.6667 - val_auc_min: 0.4691 - val_auc_max: 0.5000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2518 - acc: 0.9259 - auc_min: 0.9681 - auc_max: 0.9712 - val_loss: 0.9802 - val_acc: 0.6667 - val_auc_min: 0.4907 - val_auc_max: 0.5093\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2522 - acc: 0.9259 - auc_min: 0.9606 - auc_max: 0.9630 - val_loss: 1.0184 - val_acc: 0.6667 - val_auc_min: 0.4938 - val_auc_max: 0.5185\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2135 - acc: 0.9259 - auc_min: 0.9770 - auc_max: 0.9787 - val_loss: 1.0648 - val_acc: 0.6667 - val_auc_min: 0.5031 - val_auc_max: 0.5340\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2162 - acc: 0.9259 - auc_min: 0.9678 - auc_max: 0.9702 - val_loss: 1.1117 - val_acc: 0.6667 - val_auc_min: 0.5000 - val_auc_max: 0.5370\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2008 - acc: 0.9259 - auc_min: 0.9763 - auc_max: 0.9774 - val_loss: 1.1586 - val_acc: 0.6667 - val_auc_min: 0.5000 - val_auc_max: 0.5278\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2120 - acc: 0.9259 - auc_min: 0.9616 - auc_max: 0.9643 - val_loss: 1.1982 - val_acc: 0.6667 - val_auc_min: 0.5185 - val_auc_max: 0.5247\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2027 - acc: 0.9259 - auc_min: 0.9643 - auc_max: 0.9664 - val_loss: 1.2384 - val_acc: 0.6667 - val_auc_min: 0.4907 - val_auc_max: 0.5278\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2017 - acc: 0.9259 - auc_min: 0.9709 - auc_max: 0.9729 - val_loss: 1.2883 - val_acc: 0.6667 - val_auc_min: 0.4877 - val_auc_max: 0.5247\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.1982 - acc: 0.9259 - auc_min: 0.9654 - auc_max: 0.9681 - val_loss: 1.3366 - val_acc: 0.6667 - val_auc_min: 0.4691 - val_auc_max: 0.5247\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.1972 - acc: 0.9259 - auc_min: 0.9695 - auc_max: 0.9709 - val_loss: 1.3848 - val_acc: 0.6667 - val_auc_min: 0.4877 - val_auc_max: 0.5185\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.1979 - acc: 0.9259 - auc_min: 0.9654 - auc_max: 0.9674 - val_loss: 1.4309 - val_acc: 0.6667 - val_auc_min: 0.4815 - val_auc_max: 0.5154\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1883 - acc: 0.9259 - auc_min: 0.9712 - auc_max: 0.9722 - val_loss: 1.4856 - val_acc: 0.6667 - val_auc_min: 0.4630 - val_auc_max: 0.4815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.1921 - acc: 0.9259 - auc_min: 0.9691 - auc_max: 0.9719 - val_loss: 1.5413 - val_acc: 0.6667 - val_auc_min: 0.4630 - val_auc_max: 0.5062\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1818 - acc: 0.9259 - auc_min: 0.9767 - auc_max: 0.9777 - val_loss: 1.6095 - val_acc: 0.6667 - val_auc_min: 0.4630 - val_auc_max: 0.5062\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.1827 - acc: 0.9259 - auc_min: 0.9743 - auc_max: 0.9760 - val_loss: 1.6708 - val_acc: 0.6667 - val_auc_min: 0.4537 - val_auc_max: 0.5000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.1768 - acc: 0.9259 - auc_min: 0.9760 - auc_max: 0.9770 - val_loss: 1.7288 - val_acc: 0.6667 - val_auc_min: 0.4630 - val_auc_max: 0.5000\n",
            "2/2 [==============================] - 1s 94ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.5266 - acc: 0.8426 - auc_min: 0.9342 - auc_max: 0.9407 - val_loss: 0.5387 - val_acc: 0.8056 - val_auc_min: 0.7870 - val_auc_max: 0.8210\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4168 - acc: 0.9444 - auc_min: 0.9925 - auc_max: 0.9942 - val_loss: 0.5116 - val_acc: 0.8056 - val_auc_min: 0.8210 - val_auc_max: 0.8426\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3743 - acc: 0.9630 - auc_min: 0.9949 - auc_max: 0.9959 - val_loss: 0.4853 - val_acc: 0.8056 - val_auc_min: 0.8426 - val_auc_max: 0.8519\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3206 - acc: 0.9815 - auc_min: 0.9955 - auc_max: 0.9959 - val_loss: 0.4649 - val_acc: 0.8056 - val_auc_min: 0.8611 - val_auc_max: 0.8704\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2741 - acc: 0.9722 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.4672 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8765\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2304 - acc: 0.9907 - auc_min: 0.9966 - auc_max: 0.9969 - val_loss: 0.4862 - val_acc: 0.8056 - val_auc_min: 0.8611 - val_auc_max: 0.8735\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.1951 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5018 - val_acc: 0.8333 - val_auc_min: 0.8704 - val_auc_max: 0.8796\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.1728 - acc: 0.9815 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.5071 - val_acc: 0.8333 - val_auc_min: 0.8611 - val_auc_max: 0.8796\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.1395 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5157 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8796\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.1309 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5234 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8827\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1084 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5394 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8858\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.0965 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5666 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8796\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.0986 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 1.0000 - val_loss: 0.6014 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8889\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.0814 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.6379 - val_acc: 0.8333 - val_auc_min: 0.8519 - val_auc_max: 0.8889\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.0725 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.6740 - val_acc: 0.8333 - val_auc_min: 0.8426 - val_auc_max: 0.8827\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.0651 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7036 - val_acc: 0.8333 - val_auc_min: 0.8457 - val_auc_max: 0.8889\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.0612 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7246 - val_acc: 0.8333 - val_auc_min: 0.8395 - val_auc_max: 0.8920\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.0551 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7374 - val_acc: 0.8333 - val_auc_min: 0.8457 - val_auc_max: 0.9012\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.0499 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7448 - val_acc: 0.8333 - val_auc_min: 0.8457 - val_auc_max: 0.8920\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.0431 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7525 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8858\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.0399 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7622 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8889\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.0384 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7796 - val_acc: 0.8333 - val_auc_min: 0.8364 - val_auc_max: 0.8951\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.0384 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.8043 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.9043\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.0359 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.8359 - val_acc: 0.8333 - val_auc_min: 0.8148 - val_auc_max: 0.8951\n",
            "2/2 [==============================] - 1s 98ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.1127 - acc: 0.5000 - auc_min: 0.5940 - auc_max: 0.6324 - val_loss: 0.7760 - val_acc: 0.5000 - val_auc_min: 0.8889 - val_auc_max: 0.9444\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7874 - acc: 0.5000 - auc_min: 0.6406 - auc_max: 0.6605 - val_loss: 0.6548 - val_acc: 0.7500 - val_auc_min: 0.7963 - val_auc_max: 0.8148\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.6539 - acc: 0.6019 - auc_min: 0.6773 - auc_max: 0.6958 - val_loss: 0.6912 - val_acc: 0.5000 - val_auc_min: 0.8333 - val_auc_max: 0.8704\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.6362 - acc: 0.6759 - auc_min: 0.7781 - auc_max: 0.7915 - val_loss: 0.7168 - val_acc: 0.5000 - val_auc_min: 0.9259 - val_auc_max: 0.9444\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.6848 - acc: 0.5926 - auc_min: 0.7431 - auc_max: 0.7541 - val_loss: 0.6744 - val_acc: 0.5000 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6083 - acc: 0.6296 - auc_min: 0.8765 - auc_max: 0.8831 - val_loss: 0.5895 - val_acc: 0.5000 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5643 - acc: 0.7222 - auc_min: 0.8666 - auc_max: 0.8704 - val_loss: 0.4983 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4585 - acc: 0.8889 - auc_min: 0.9136 - auc_max: 0.9160 - val_loss: 0.4282 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4515 - acc: 0.8889 - auc_min: 0.8957 - auc_max: 0.8995 - val_loss: 0.3854 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4106 - acc: 0.9167 - auc_min: 0.9102 - auc_max: 0.9132 - val_loss: 0.3623 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3940 - acc: 0.8611 - auc_min: 0.9215 - auc_max: 0.9239 - val_loss: 0.3458 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3879 - acc: 0.8519 - auc_min: 0.9252 - auc_max: 0.9287 - val_loss: 0.3272 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3730 - acc: 0.8148 - auc_min: 0.9328 - auc_max: 0.9338 - val_loss: 0.3050 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.3572 - acc: 0.8704 - auc_min: 0.9235 - auc_max: 0.9246 - val_loss: 0.2826 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3524 - acc: 0.8981 - auc_min: 0.9177 - auc_max: 0.9194 - val_loss: 0.2645 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3397 - acc: 0.8889 - auc_min: 0.9153 - auc_max: 0.9180 - val_loss: 0.2539 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3184 - acc: 0.9167 - auc_min: 0.9126 - auc_max: 0.9139 - val_loss: 0.2507 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2898 - acc: 0.9352 - auc_min: 0.9194 - auc_max: 0.9201 - val_loss: 0.2518 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 793ms/step - loss: 0.2875 - acc: 0.9352 - auc_min: 0.9235 - auc_max: 0.9263 - val_loss: 0.2540 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3094 - acc: 0.9352 - auc_min: 0.9132 - auc_max: 0.9163 - val_loss: 0.2535 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3051 - acc: 0.9259 - auc_min: 0.9139 - auc_max: 0.9194 - val_loss: 0.2494 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2762 - acc: 0.9352 - auc_min: 0.9359 - auc_max: 0.9379 - val_loss: 0.2404 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2882 - acc: 0.9444 - auc_min: 0.9177 - auc_max: 0.9201 - val_loss: 0.2280 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2906 - acc: 0.9352 - auc_min: 0.9235 - auc_max: 0.9266 - val_loss: 0.2139 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2637 - acc: 0.9352 - auc_min: 0.9311 - auc_max: 0.9342 - val_loss: 0.2002 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2710 - acc: 0.9352 - auc_min: 0.9129 - auc_max: 0.9163 - val_loss: 0.1881 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2613 - acc: 0.9259 - auc_min: 0.9191 - auc_max: 0.9225 - val_loss: 0.1786 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2668 - acc: 0.9167 - auc_min: 0.9252 - auc_max: 0.9280 - val_loss: 0.1717 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2557 - acc: 0.9074 - auc_min: 0.9345 - auc_max: 0.9376 - val_loss: 0.1667 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2614 - acc: 0.9167 - auc_min: 0.9263 - auc_max: 0.9287 - val_loss: 0.1628 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2853 - acc: 0.8981 - auc_min: 0.9098 - auc_max: 0.9126 - val_loss: 0.1597 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2677 - acc: 0.9167 - auc_min: 0.9263 - auc_max: 0.9280 - val_loss: 0.1570 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2735 - acc: 0.9074 - auc_min: 0.9232 - auc_max: 0.9252 - val_loss: 0.1547 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2654 - acc: 0.9167 - auc_min: 0.9218 - auc_max: 0.9235 - val_loss: 0.1529 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2685 - acc: 0.9074 - auc_min: 0.9198 - auc_max: 0.9218 - val_loss: 0.1519 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2576 - acc: 0.8981 - auc_min: 0.9283 - auc_max: 0.9311 - val_loss: 0.1517 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2610 - acc: 0.9167 - auc_min: 0.9156 - auc_max: 0.9180 - val_loss: 0.1522 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2627 - acc: 0.9167 - auc_min: 0.9177 - auc_max: 0.9211 - val_loss: 0.1531 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2532 - acc: 0.9259 - auc_min: 0.9246 - auc_max: 0.9280 - val_loss: 0.1535 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.2655 - acc: 0.9074 - auc_min: 0.9208 - auc_max: 0.9239 - val_loss: 0.1533 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2755 - acc: 0.9167 - auc_min: 0.9163 - auc_max: 0.9194 - val_loss: 0.1526 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2696 - acc: 0.9167 - auc_min: 0.9211 - auc_max: 0.9263 - val_loss: 0.1516 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2571 - acc: 0.9259 - auc_min: 0.9232 - auc_max: 0.9270 - val_loss: 0.1498 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2488 - acc: 0.9352 - auc_min: 0.9311 - auc_max: 0.9355 - val_loss: 0.1476 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2576 - acc: 0.9167 - auc_min: 0.9249 - auc_max: 0.9290 - val_loss: 0.1452 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2423 - acc: 0.9167 - auc_min: 0.9369 - auc_max: 0.9393 - val_loss: 0.1428 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2517 - acc: 0.9259 - auc_min: 0.9273 - auc_max: 0.9304 - val_loss: 0.1404 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2594 - acc: 0.9167 - auc_min: 0.9208 - auc_max: 0.9225 - val_loss: 0.1379 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2448 - acc: 0.9167 - auc_min: 0.9352 - auc_max: 0.9390 - val_loss: 0.1358 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2514 - acc: 0.9074 - auc_min: 0.9256 - auc_max: 0.9276 - val_loss: 0.1341 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2622 - acc: 0.9259 - auc_min: 0.9211 - auc_max: 0.9252 - val_loss: 0.1327 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2431 - acc: 0.9074 - auc_min: 0.9352 - auc_max: 0.9369 - val_loss: 0.1316 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2437 - acc: 0.9259 - auc_min: 0.9294 - auc_max: 0.9321 - val_loss: 0.1308 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2618 - acc: 0.9074 - auc_min: 0.9177 - auc_max: 0.9204 - val_loss: 0.1301 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2470 - acc: 0.9074 - auc_min: 0.9318 - auc_max: 0.9345 - val_loss: 0.1297 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2592 - acc: 0.9074 - auc_min: 0.9304 - auc_max: 0.9335 - val_loss: 0.1295 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2485 - acc: 0.9074 - auc_min: 0.9276 - auc_max: 0.9294 - val_loss: 0.1293 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.2425 - acc: 0.9074 - auc_min: 0.9383 - auc_max: 0.9407 - val_loss: 0.1294 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2412 - acc: 0.9259 - auc_min: 0.9352 - auc_max: 0.9379 - val_loss: 0.1294 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2269 - acc: 0.9259 - auc_min: 0.9489 - auc_max: 0.9506 - val_loss: 0.1294 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2563 - acc: 0.9074 - auc_min: 0.9297 - auc_max: 0.9324 - val_loss: 0.1294 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2525 - acc: 0.9167 - auc_min: 0.9256 - auc_max: 0.9287 - val_loss: 0.1292 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2513 - acc: 0.9167 - auc_min: 0.9307 - auc_max: 0.9345 - val_loss: 0.1289 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2562 - acc: 0.9167 - auc_min: 0.9266 - auc_max: 0.9300 - val_loss: 0.1286 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2440 - acc: 0.9167 - auc_min: 0.9355 - auc_max: 0.9376 - val_loss: 0.1279 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2409 - acc: 0.9167 - auc_min: 0.9372 - auc_max: 0.9383 - val_loss: 0.1271 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2372 - acc: 0.9167 - auc_min: 0.9342 - auc_max: 0.9369 - val_loss: 0.1261 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2333 - acc: 0.9074 - auc_min: 0.9407 - auc_max: 0.9438 - val_loss: 0.1252 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2402 - acc: 0.9259 - auc_min: 0.9376 - auc_max: 0.9400 - val_loss: 0.1243 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2550 - acc: 0.9074 - auc_min: 0.9287 - auc_max: 0.9304 - val_loss: 0.1237 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2428 - acc: 0.9167 - auc_min: 0.9300 - auc_max: 0.9335 - val_loss: 0.1232 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2426 - acc: 0.9167 - auc_min: 0.9396 - auc_max: 0.9420 - val_loss: 0.1228 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2466 - acc: 0.9167 - auc_min: 0.9280 - auc_max: 0.9318 - val_loss: 0.1225 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2389 - acc: 0.9259 - auc_min: 0.9390 - auc_max: 0.9407 - val_loss: 0.1222 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2471 - acc: 0.9074 - auc_min: 0.9318 - auc_max: 0.9345 - val_loss: 0.1221 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2259 - acc: 0.9167 - auc_min: 0.9506 - auc_max: 0.9520 - val_loss: 0.1220 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2456 - acc: 0.9167 - auc_min: 0.9348 - auc_max: 0.9390 - val_loss: 0.1219 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2324 - acc: 0.9167 - auc_min: 0.9441 - auc_max: 0.9458 - val_loss: 0.1219 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2419 - acc: 0.9167 - auc_min: 0.9372 - auc_max: 0.9407 - val_loss: 0.1218 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2355 - acc: 0.9259 - auc_min: 0.9434 - auc_max: 0.9468 - val_loss: 0.1215 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 81/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2414 - acc: 0.9259 - auc_min: 0.9331 - auc_max: 0.9393 - val_loss: 0.1212 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 82/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2394 - acc: 0.9259 - auc_min: 0.9314 - auc_max: 0.9342 - val_loss: 0.1207 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 83/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2407 - acc: 0.9352 - auc_min: 0.9372 - auc_max: 0.9386 - val_loss: 0.1201 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 84/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2372 - acc: 0.9259 - auc_min: 0.9400 - auc_max: 0.9417 - val_loss: 0.1195 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 85/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2419 - acc: 0.9167 - auc_min: 0.9359 - auc_max: 0.9393 - val_loss: 0.1189 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 86/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2344 - acc: 0.9259 - auc_min: 0.9414 - auc_max: 0.9444 - val_loss: 0.1185 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 87/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2347 - acc: 0.9074 - auc_min: 0.9503 - auc_max: 0.9537 - val_loss: 0.1181 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 88/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2292 - acc: 0.9167 - auc_min: 0.9499 - auc_max: 0.9530 - val_loss: 0.1177 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 89/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2241 - acc: 0.9167 - auc_min: 0.9492 - auc_max: 0.9520 - val_loss: 0.1173 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 90/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2283 - acc: 0.9259 - auc_min: 0.9451 - auc_max: 0.9468 - val_loss: 0.1170 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 91/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2261 - acc: 0.9259 - auc_min: 0.9465 - auc_max: 0.9479 - val_loss: 0.1166 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 92/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2153 - acc: 0.9259 - auc_min: 0.9530 - auc_max: 0.9561 - val_loss: 0.1162 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 93/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2280 - acc: 0.9167 - auc_min: 0.9503 - auc_max: 0.9534 - val_loss: 0.1158 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 94/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2362 - acc: 0.9259 - auc_min: 0.9294 - auc_max: 0.9307 - val_loss: 0.1155 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 95/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2191 - acc: 0.9352 - auc_min: 0.9462 - auc_max: 0.9482 - val_loss: 0.1151 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 96/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2444 - acc: 0.9259 - auc_min: 0.9390 - auc_max: 0.9410 - val_loss: 0.1148 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 97/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2222 - acc: 0.9259 - auc_min: 0.9455 - auc_max: 0.9486 - val_loss: 0.1144 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 98/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.2195 - acc: 0.9352 - auc_min: 0.9451 - auc_max: 0.9482 - val_loss: 0.1139 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 99/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2196 - acc: 0.9259 - auc_min: 0.9513 - auc_max: 0.9544 - val_loss: 0.1135 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 100/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2291 - acc: 0.9167 - auc_min: 0.9492 - auc_max: 0.9510 - val_loss: 0.1130 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 101/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2179 - acc: 0.9352 - auc_min: 0.9489 - auc_max: 0.9513 - val_loss: 0.1126 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 102/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2162 - acc: 0.9259 - auc_min: 0.9551 - auc_max: 0.9568 - val_loss: 0.1122 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 103/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2228 - acc: 0.9167 - auc_min: 0.9561 - auc_max: 0.9578 - val_loss: 0.1118 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 104/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2203 - acc: 0.9259 - auc_min: 0.9503 - auc_max: 0.9527 - val_loss: 0.1114 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 105/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2217 - acc: 0.9259 - auc_min: 0.9561 - auc_max: 0.9588 - val_loss: 0.1110 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 106/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2225 - acc: 0.9259 - auc_min: 0.9554 - auc_max: 0.9578 - val_loss: 0.1105 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 107/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2221 - acc: 0.9352 - auc_min: 0.9540 - auc_max: 0.9554 - val_loss: 0.1100 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 108/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2204 - acc: 0.9259 - auc_min: 0.9513 - auc_max: 0.9554 - val_loss: 0.1096 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 109/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2145 - acc: 0.9259 - auc_min: 0.9558 - auc_max: 0.9585 - val_loss: 0.1091 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 110/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2199 - acc: 0.9259 - auc_min: 0.9489 - auc_max: 0.9503 - val_loss: 0.1086 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 111/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2187 - acc: 0.9259 - auc_min: 0.9523 - auc_max: 0.9540 - val_loss: 0.1082 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 112/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2283 - acc: 0.9167 - auc_min: 0.9520 - auc_max: 0.9534 - val_loss: 0.1077 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 113/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2107 - acc: 0.9259 - auc_min: 0.9609 - auc_max: 0.9626 - val_loss: 0.1072 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 114/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2107 - acc: 0.9259 - auc_min: 0.9595 - auc_max: 0.9609 - val_loss: 0.1067 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 115/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2019 - acc: 0.9352 - auc_min: 0.9667 - auc_max: 0.9681 - val_loss: 0.1062 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 116/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2099 - acc: 0.9259 - auc_min: 0.9630 - auc_max: 0.9636 - val_loss: 0.1056 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 117/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2223 - acc: 0.9259 - auc_min: 0.9503 - auc_max: 0.9516 - val_loss: 0.1051 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 118/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2079 - acc: 0.9259 - auc_min: 0.9575 - auc_max: 0.9595 - val_loss: 0.1047 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 119/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2063 - acc: 0.9352 - auc_min: 0.9588 - auc_max: 0.9602 - val_loss: 0.1044 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 120/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1957 - acc: 0.9352 - auc_min: 0.9733 - auc_max: 0.9750 - val_loss: 0.1041 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 121/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2033 - acc: 0.9259 - auc_min: 0.9595 - auc_max: 0.9619 - val_loss: 0.1038 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 122/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2096 - acc: 0.9352 - auc_min: 0.9585 - auc_max: 0.9602 - val_loss: 0.1033 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 123/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2051 - acc: 0.9352 - auc_min: 0.9623 - auc_max: 0.9650 - val_loss: 0.1028 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 124/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2004 - acc: 0.9352 - auc_min: 0.9695 - auc_max: 0.9712 - val_loss: 0.1022 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 125/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1965 - acc: 0.9352 - auc_min: 0.9643 - auc_max: 0.9681 - val_loss: 0.1016 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 126/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2067 - acc: 0.9259 - auc_min: 0.9664 - auc_max: 0.9684 - val_loss: 0.1009 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 127/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2128 - acc: 0.9352 - auc_min: 0.9534 - auc_max: 0.9547 - val_loss: 0.1002 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 128/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1950 - acc: 0.9352 - auc_min: 0.9733 - auc_max: 0.9743 - val_loss: 0.0996 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 129/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2056 - acc: 0.9352 - auc_min: 0.9623 - auc_max: 0.9647 - val_loss: 0.0992 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 130/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1965 - acc: 0.9259 - auc_min: 0.9698 - auc_max: 0.9705 - val_loss: 0.0988 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 131/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2022 - acc: 0.9167 - auc_min: 0.9726 - auc_max: 0.9753 - val_loss: 0.0986 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 132/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2083 - acc: 0.9259 - auc_min: 0.9636 - auc_max: 0.9664 - val_loss: 0.0986 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 133/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.1882 - acc: 0.9352 - auc_min: 0.9753 - auc_max: 0.9767 - val_loss: 0.0987 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 134/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.1836 - acc: 0.9259 - auc_min: 0.9794 - auc_max: 0.9805 - val_loss: 0.0987 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 135/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1909 - acc: 0.9352 - auc_min: 0.9770 - auc_max: 0.9784 - val_loss: 0.0985 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 136/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2019 - acc: 0.9352 - auc_min: 0.9688 - auc_max: 0.9709 - val_loss: 0.0983 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 137/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1896 - acc: 0.9352 - auc_min: 0.9787 - auc_max: 0.9787 - val_loss: 0.0974 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 138/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2048 - acc: 0.9352 - auc_min: 0.9578 - auc_max: 0.9606 - val_loss: 0.0965 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 139/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1842 - acc: 0.9259 - auc_min: 0.9767 - auc_max: 0.9784 - val_loss: 0.0955 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 140/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1851 - acc: 0.9352 - auc_min: 0.9739 - auc_max: 0.9750 - val_loss: 0.0948 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 141/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1971 - acc: 0.9259 - auc_min: 0.9647 - auc_max: 0.9664 - val_loss: 0.0941 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 142/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1715 - acc: 0.9352 - auc_min: 0.9835 - auc_max: 0.9835 - val_loss: 0.0935 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 143/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1902 - acc: 0.9352 - auc_min: 0.9733 - auc_max: 0.9739 - val_loss: 0.0929 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 144/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1855 - acc: 0.9259 - auc_min: 0.9746 - auc_max: 0.9760 - val_loss: 0.0926 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 145/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1819 - acc: 0.9352 - auc_min: 0.9825 - auc_max: 0.9832 - val_loss: 0.0924 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 146/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1776 - acc: 0.9352 - auc_min: 0.9805 - auc_max: 0.9808 - val_loss: 0.0920 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 147/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1852 - acc: 0.9259 - auc_min: 0.9781 - auc_max: 0.9787 - val_loss: 0.0917 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 148/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1887 - acc: 0.9352 - auc_min: 0.9702 - auc_max: 0.9712 - val_loss: 0.0916 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 149/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1790 - acc: 0.9352 - auc_min: 0.9801 - auc_max: 0.9811 - val_loss: 0.0911 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 150/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1788 - acc: 0.9352 - auc_min: 0.9835 - auc_max: 0.9835 - val_loss: 0.0905 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 151/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1714 - acc: 0.9352 - auc_min: 0.9787 - auc_max: 0.9791 - val_loss: 0.0900 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 152/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1808 - acc: 0.9352 - auc_min: 0.9777 - auc_max: 0.9791 - val_loss: 0.0891 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 153/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1761 - acc: 0.9259 - auc_min: 0.9829 - auc_max: 0.9832 - val_loss: 0.0884 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 154/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1819 - acc: 0.9352 - auc_min: 0.9787 - auc_max: 0.9798 - val_loss: 0.0882 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 155/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.1823 - acc: 0.9352 - auc_min: 0.9736 - auc_max: 0.9746 - val_loss: 0.0884 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 156/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.1632 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9870 - val_loss: 0.0887 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 157/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1652 - acc: 0.9352 - auc_min: 0.9880 - auc_max: 0.9883 - val_loss: 0.0883 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 158/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1861 - acc: 0.9352 - auc_min: 0.9760 - auc_max: 0.9763 - val_loss: 0.0879 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 159/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1604 - acc: 0.9352 - auc_min: 0.9873 - auc_max: 0.9877 - val_loss: 0.0870 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 160/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1734 - acc: 0.9259 - auc_min: 0.9835 - auc_max: 0.9839 - val_loss: 0.0862 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 161/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1791 - acc: 0.9352 - auc_min: 0.9808 - auc_max: 0.9818 - val_loss: 0.0853 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 162/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1732 - acc: 0.9352 - auc_min: 0.9794 - auc_max: 0.9808 - val_loss: 0.0843 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 163/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1591 - acc: 0.9352 - auc_min: 0.9894 - auc_max: 0.9897 - val_loss: 0.0837 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 164/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.1561 - acc: 0.9352 - auc_min: 0.9901 - auc_max: 0.9901 - val_loss: 0.0838 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 165/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1658 - acc: 0.9352 - auc_min: 0.9877 - auc_max: 0.9880 - val_loss: 0.0841 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 166/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1697 - acc: 0.9352 - auc_min: 0.9822 - auc_max: 0.9825 - val_loss: 0.0843 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 167/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.1673 - acc: 0.9352 - auc_min: 0.9866 - auc_max: 0.9870 - val_loss: 0.0847 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 168/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.1622 - acc: 0.9352 - auc_min: 0.9839 - auc_max: 0.9839 - val_loss: 0.0845 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 169/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.1577 - acc: 0.9352 - auc_min: 0.9883 - auc_max: 0.9883 - val_loss: 0.0841 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 170/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1610 - acc: 0.9352 - auc_min: 0.9880 - auc_max: 0.9890 - val_loss: 0.0844 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 171/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1594 - acc: 0.9259 - auc_min: 0.9870 - auc_max: 0.9873 - val_loss: 0.0843 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 172/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1689 - acc: 0.9352 - auc_min: 0.9815 - auc_max: 0.9815 - val_loss: 0.0836 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 173/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1643 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9863 - val_loss: 0.0831 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 174/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1553 - acc: 0.9352 - auc_min: 0.9866 - auc_max: 0.9873 - val_loss: 0.0823 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 175/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1492 - acc: 0.9352 - auc_min: 0.9921 - auc_max: 0.9921 - val_loss: 0.0812 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 176/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1625 - acc: 0.9352 - auc_min: 0.9839 - auc_max: 0.9842 - val_loss: 0.0800 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 177/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1511 - acc: 0.9352 - auc_min: 0.9887 - auc_max: 0.9894 - val_loss: 0.0794 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 178/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1405 - acc: 0.9352 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.0791 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 179/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.1495 - acc: 0.9352 - auc_min: 0.9883 - auc_max: 0.9887 - val_loss: 0.0798 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 180/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.1460 - acc: 0.9352 - auc_min: 0.9935 - auc_max: 0.9938 - val_loss: 0.0811 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 181/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1490 - acc: 0.9352 - auc_min: 0.9914 - auc_max: 0.9918 - val_loss: 0.0830 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 182/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.1433 - acc: 0.9352 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.0841 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 183/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.1370 - acc: 0.9352 - auc_min: 0.9935 - auc_max: 0.9938 - val_loss: 0.0847 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 184/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.1366 - acc: 0.9352 - auc_min: 0.9942 - auc_max: 0.9942 - val_loss: 0.0836 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 185/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1386 - acc: 0.9352 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.0815 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 186/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1407 - acc: 0.9352 - auc_min: 0.9928 - auc_max: 0.9938 - val_loss: 0.0787 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 187/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1351 - acc: 0.9352 - auc_min: 0.9966 - auc_max: 0.9966 - val_loss: 0.0763 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 188/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1328 - acc: 0.9444 - auc_min: 0.9952 - auc_max: 0.9955 - val_loss: 0.0764 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 189/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.1337 - acc: 0.9352 - auc_min: 0.9938 - auc_max: 0.9938 - val_loss: 0.0768 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 190/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1281 - acc: 0.9352 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0777 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 191/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.1288 - acc: 0.9352 - auc_min: 0.9955 - auc_max: 0.9959 - val_loss: 0.0790 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 192/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.1347 - acc: 0.9352 - auc_min: 0.9931 - auc_max: 0.9931 - val_loss: 0.0790 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 193/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1400 - acc: 0.9352 - auc_min: 0.9945 - auc_max: 0.9952 - val_loss: 0.0803 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 194/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1251 - acc: 0.9352 - auc_min: 0.9966 - auc_max: 0.9969 - val_loss: 0.0808 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 195/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1285 - acc: 0.9352 - auc_min: 0.9973 - auc_max: 0.9976 - val_loss: 0.0816 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 196/10000\n",
            "1/1 [==============================] - 1s 786ms/step - loss: 0.1183 - acc: 0.9352 - auc_min: 0.9973 - auc_max: 0.9976 - val_loss: 0.0800 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 197/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1234 - acc: 0.9352 - auc_min: 0.9973 - auc_max: 0.9976 - val_loss: 0.0791 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 198/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1206 - acc: 0.9352 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0786 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 199/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.1118 - acc: 0.9537 - auc_min: 0.9973 - auc_max: 0.9976 - val_loss: 0.0782 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 200/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.1153 - acc: 0.9352 - auc_min: 0.9966 - auc_max: 0.9969 - val_loss: 0.0782 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 201/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.1128 - acc: 0.9537 - auc_min: 0.9969 - auc_max: 0.9973 - val_loss: 0.0793 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 202/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1149 - acc: 0.9444 - auc_min: 0.9973 - auc_max: 0.9976 - val_loss: 0.0796 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 203/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.1109 - acc: 0.9352 - auc_min: 0.9976 - auc_max: 0.9976 - val_loss: 0.0816 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 204/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.1061 - acc: 0.9444 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0820 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 205/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1116 - acc: 0.9444 - auc_min: 0.9966 - auc_max: 0.9966 - val_loss: 0.0777 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 206/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1020 - acc: 0.9537 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.0734 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 207/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1031 - acc: 0.9352 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0723 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 208/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.0927 - acc: 0.9537 - auc_min: 0.9990 - auc_max: 0.9990 - val_loss: 0.0731 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 209/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1002 - acc: 0.9352 - auc_min: 0.9973 - auc_max: 0.9973 - val_loss: 0.0753 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 210/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.1060 - acc: 0.9352 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0783 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 211/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.0999 - acc: 0.9537 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0780 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 212/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.0930 - acc: 0.9630 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0742 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 213/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0901 - acc: 0.9630 - auc_min: 0.9993 - auc_max: 0.9993 - val_loss: 0.0718 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 214/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.0945 - acc: 0.9352 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0719 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 215/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.0906 - acc: 0.9444 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0749 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 216/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.0924 - acc: 0.9444 - auc_min: 0.9979 - auc_max: 0.9979 - val_loss: 0.0792 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 217/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.0882 - acc: 0.9444 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.0855 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 218/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.0845 - acc: 0.9630 - auc_min: 0.9986 - auc_max: 0.9986 - val_loss: 0.0862 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 219/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.0835 - acc: 0.9722 - auc_min: 0.9990 - auc_max: 0.9990 - val_loss: 0.0840 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 220/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.0859 - acc: 0.9722 - auc_min: 0.9986 - auc_max: 0.9986 - val_loss: 0.0822 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 221/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.0691 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 1.0000 - val_loss: 0.0764 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 222/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.0737 - acc: 0.9722 - auc_min: 0.9990 - auc_max: 0.9993 - val_loss: 0.0738 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 223/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.0769 - acc: 0.9722 - auc_min: 0.9993 - auc_max: 0.9993 - val_loss: 0.0833 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 224/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.0700 - acc: 0.9722 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0985 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 225/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.0707 - acc: 0.9815 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.1052 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 226/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.0810 - acc: 0.9722 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.0991 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 227/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.0671 - acc: 0.9907 - auc_min: 0.9993 - auc_max: 0.9993 - val_loss: 0.0776 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 228/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.0617 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0637 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 229/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.0796 - acc: 0.9630 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.0674 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 230/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.0602 - acc: 0.9722 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0872 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 231/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.0605 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0983 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 232/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.0614 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0970 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 233/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.0617 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.0905 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 234/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.0487 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0746 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 235/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.0461 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0754 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 236/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.0467 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0880 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 237/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.0452 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.1063 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 238/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.0483 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.1058 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 239/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.0457 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0980 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 240/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.0455 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0835 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 241/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.0399 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0768 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 242/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.0413 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0933 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 243/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.0402 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.1145 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 244/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.0366 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.1152 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 245/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.0432 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0797 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 246/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.0332 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0754 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 247/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.0364 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.0935 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 248/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.0239 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.1172 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 106ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.9872 - acc: 0.5000 - auc_min: 0.5257 - auc_max: 0.5538 - val_loss: 0.8223 - val_acc: 0.5000 - val_auc_min: 0.1852 - val_auc_max: 0.2130\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7013 - acc: 0.5370 - auc_min: 0.6392 - auc_max: 0.6533 - val_loss: 0.7620 - val_acc: 0.2778 - val_auc_min: 0.2222 - val_auc_max: 0.2407\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.6556 - acc: 0.6019 - auc_min: 0.6643 - auc_max: 0.6773 - val_loss: 0.7916 - val_acc: 0.3611 - val_auc_min: 0.3333 - val_auc_max: 0.3333\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.6431 - acc: 0.5556 - auc_min: 0.7990 - auc_max: 0.8069 - val_loss: 0.8055 - val_acc: 0.3611 - val_auc_min: 0.3704 - val_auc_max: 0.3889\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.6328 - acc: 0.5741 - auc_min: 0.8642 - auc_max: 0.8714 - val_loss: 0.7901 - val_acc: 0.3889 - val_auc_min: 0.4444 - val_auc_max: 0.4444\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.5929 - acc: 0.6019 - auc_min: 0.8889 - auc_max: 0.8957 - val_loss: 0.7710 - val_acc: 0.5000 - val_auc_min: 0.4444 - val_auc_max: 0.4444\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.5351 - acc: 0.6667 - auc_min: 0.8776 - auc_max: 0.8817 - val_loss: 0.7746 - val_acc: 0.4722 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.4822 - acc: 0.7593 - auc_min: 0.8789 - auc_max: 0.8837 - val_loss: 0.8080 - val_acc: 0.5556 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.4358 - acc: 0.8519 - auc_min: 0.9016 - auc_max: 0.9074 - val_loss: 0.8608 - val_acc: 0.5833 - val_auc_min: 0.4630 - val_auc_max: 0.4815\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.4261 - acc: 0.8611 - auc_min: 0.8879 - auc_max: 0.8933 - val_loss: 0.9145 - val_acc: 0.6111 - val_auc_min: 0.4691 - val_auc_max: 0.4815\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.4315 - acc: 0.8519 - auc_min: 0.9009 - auc_max: 0.9057 - val_loss: 0.9544 - val_acc: 0.6389 - val_auc_min: 0.4444 - val_auc_max: 0.4660\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.4170 - acc: 0.8704 - auc_min: 0.9019 - auc_max: 0.9091 - val_loss: 0.9769 - val_acc: 0.6389 - val_auc_min: 0.4444 - val_auc_max: 0.4784\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.4184 - acc: 0.8611 - auc_min: 0.9019 - auc_max: 0.9057 - val_loss: 0.9834 - val_acc: 0.6111 - val_auc_min: 0.4444 - val_auc_max: 0.4722\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.4002 - acc: 0.8611 - auc_min: 0.9119 - auc_max: 0.9160 - val_loss: 0.9791 - val_acc: 0.5833 - val_auc_min: 0.4506 - val_auc_max: 0.4815\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3870 - acc: 0.8704 - auc_min: 0.8940 - auc_max: 0.9002 - val_loss: 0.9705 - val_acc: 0.5833 - val_auc_min: 0.4630 - val_auc_max: 0.4691\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3625 - acc: 0.8611 - auc_min: 0.9163 - auc_max: 0.9184 - val_loss: 0.9628 - val_acc: 0.5833 - val_auc_min: 0.4691 - val_auc_max: 0.4784\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3563 - acc: 0.8426 - auc_min: 0.9132 - auc_max: 0.9180 - val_loss: 0.9608 - val_acc: 0.5833 - val_auc_min: 0.4815 - val_auc_max: 0.4815\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3576 - acc: 0.8611 - auc_min: 0.9036 - auc_max: 0.9084 - val_loss: 0.9644 - val_acc: 0.5556 - val_auc_min: 0.4815 - val_auc_max: 0.4815\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3391 - acc: 0.8333 - auc_min: 0.9228 - auc_max: 0.9270 - val_loss: 0.9728 - val_acc: 0.5278 - val_auc_min: 0.4630 - val_auc_max: 0.4815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3515 - acc: 0.8426 - auc_min: 0.9132 - auc_max: 0.9160 - val_loss: 0.9858 - val_acc: 0.5278 - val_auc_min: 0.4599 - val_auc_max: 0.4815\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3418 - acc: 0.8426 - auc_min: 0.9215 - auc_max: 0.9259 - val_loss: 1.0035 - val_acc: 0.5278 - val_auc_min: 0.4537 - val_auc_max: 0.4630\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3384 - acc: 0.8426 - auc_min: 0.9273 - auc_max: 0.9294 - val_loss: 1.0261 - val_acc: 0.5278 - val_auc_min: 0.4414 - val_auc_max: 0.4506\n",
            "2/2 [==============================] - 1s 100ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8279 - acc: 0.3611 - auc_min: 0.2342 - auc_max: 0.2459 - val_loss: 0.6916 - val_acc: 0.5000 - val_auc_min: 0.5185 - val_auc_max: 0.5741\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6977 - acc: 0.5648 - auc_min: 0.5370 - auc_max: 0.5521 - val_loss: 0.5959 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5924 - acc: 0.7222 - auc_min: 0.8186 - auc_max: 0.8278 - val_loss: 0.5116 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5238 - acc: 0.8148 - auc_min: 0.8697 - auc_max: 0.8748 - val_loss: 0.4466 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4563 - acc: 0.8056 - auc_min: 0.9156 - auc_max: 0.9184 - val_loss: 0.3938 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4185 - acc: 0.8426 - auc_min: 0.9287 - auc_max: 0.9321 - val_loss: 0.3481 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3961 - acc: 0.8241 - auc_min: 0.9215 - auc_max: 0.9239 - val_loss: 0.3101 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3565 - acc: 0.8704 - auc_min: 0.9300 - auc_max: 0.9324 - val_loss: 0.2813 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3375 - acc: 0.8704 - auc_min: 0.9328 - auc_max: 0.9362 - val_loss: 0.2613 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3263 - acc: 0.8426 - auc_min: 0.9400 - auc_max: 0.9414 - val_loss: 0.2499 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2907 - acc: 0.8796 - auc_min: 0.9492 - auc_max: 0.9520 - val_loss: 0.2408 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2804 - acc: 0.8704 - auc_min: 0.9558 - auc_max: 0.9575 - val_loss: 0.2335 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2755 - acc: 0.8611 - auc_min: 0.9527 - auc_max: 0.9534 - val_loss: 0.2268 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2547 - acc: 0.8704 - auc_min: 0.9575 - auc_max: 0.9585 - val_loss: 0.2212 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2707 - acc: 0.8704 - auc_min: 0.9458 - auc_max: 0.9479 - val_loss: 0.2216 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2456 - acc: 0.8981 - auc_min: 0.9636 - auc_max: 0.9647 - val_loss: 0.2217 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2363 - acc: 0.8889 - auc_min: 0.9636 - auc_max: 0.9640 - val_loss: 0.2211 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2293 - acc: 0.8889 - auc_min: 0.9698 - auc_max: 0.9712 - val_loss: 0.2222 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2274 - acc: 0.8981 - auc_min: 0.9664 - auc_max: 0.9667 - val_loss: 0.2247 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2310 - acc: 0.8796 - auc_min: 0.9654 - auc_max: 0.9664 - val_loss: 0.2303 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2184 - acc: 0.9074 - auc_min: 0.9736 - auc_max: 0.9743 - val_loss: 0.2366 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2322 - acc: 0.8796 - auc_min: 0.9606 - auc_max: 0.9619 - val_loss: 0.2432 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.2288 - acc: 0.9167 - auc_min: 0.9575 - auc_max: 0.9599 - val_loss: 0.2462 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2156 - acc: 0.9167 - auc_min: 0.9684 - auc_max: 0.9702 - val_loss: 0.2458 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2089 - acc: 0.9167 - auc_min: 0.9722 - auc_max: 0.9736 - val_loss: 0.2455 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2139 - acc: 0.9074 - auc_min: 0.9691 - auc_max: 0.9705 - val_loss: 0.2473 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2141 - acc: 0.9074 - auc_min: 0.9643 - auc_max: 0.9664 - val_loss: 0.2515 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2077 - acc: 0.9167 - auc_min: 0.9671 - auc_max: 0.9674 - val_loss: 0.2588 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1988 - acc: 0.9167 - auc_min: 0.9746 - auc_max: 0.9753 - val_loss: 0.2666 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2064 - acc: 0.9167 - auc_min: 0.9688 - auc_max: 0.9695 - val_loss: 0.2750 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2080 - acc: 0.9167 - auc_min: 0.9698 - auc_max: 0.9712 - val_loss: 0.2802 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1960 - acc: 0.9167 - auc_min: 0.9757 - auc_max: 0.9784 - val_loss: 0.2833 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2113 - acc: 0.9167 - auc_min: 0.9657 - auc_max: 0.9664 - val_loss: 0.2831 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2074 - acc: 0.9167 - auc_min: 0.9705 - auc_max: 0.9705 - val_loss: 0.2819 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2075 - acc: 0.9167 - auc_min: 0.9667 - auc_max: 0.9678 - val_loss: 0.2795 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2135 - acc: 0.9259 - auc_min: 0.9619 - auc_max: 0.9626 - val_loss: 0.2766 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2046 - acc: 0.9259 - auc_min: 0.9691 - auc_max: 0.9698 - val_loss: 0.2786 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "2/2 [==============================] - 1s 91ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7068 - acc: 0.5093 - auc_min: 0.7497 - auc_max: 0.7620 - val_loss: 0.6173 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6259 - acc: 0.6759 - auc_min: 0.7253 - auc_max: 0.7380 - val_loss: 0.6124 - val_acc: 0.5000 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5739 - acc: 0.7407 - auc_min: 0.8669 - auc_max: 0.8769 - val_loss: 0.5653 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5387 - acc: 0.7778 - auc_min: 0.8728 - auc_max: 0.8803 - val_loss: 0.4988 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4906 - acc: 0.8056 - auc_min: 0.8831 - auc_max: 0.8868 - val_loss: 0.4483 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4509 - acc: 0.8426 - auc_min: 0.9191 - auc_max: 0.9228 - val_loss: 0.4188 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4430 - acc: 0.8426 - auc_min: 0.9112 - auc_max: 0.9174 - val_loss: 0.3975 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4307 - acc: 0.8241 - auc_min: 0.9057 - auc_max: 0.9074 - val_loss: 0.3727 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4111 - acc: 0.8519 - auc_min: 0.9033 - auc_max: 0.9064 - val_loss: 0.3454 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3895 - acc: 0.8241 - auc_min: 0.9177 - auc_max: 0.9225 - val_loss: 0.3214 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3811 - acc: 0.8426 - auc_min: 0.9057 - auc_max: 0.9081 - val_loss: 0.3032 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3453 - acc: 0.8796 - auc_min: 0.9290 - auc_max: 0.9324 - val_loss: 0.2895 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3622 - acc: 0.8519 - auc_min: 0.9040 - auc_max: 0.9074 - val_loss: 0.2774 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3668 - acc: 0.8426 - auc_min: 0.8971 - auc_max: 0.8995 - val_loss: 0.2654 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3546 - acc: 0.8704 - auc_min: 0.8992 - auc_max: 0.9026 - val_loss: 0.2546 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3540 - acc: 0.8611 - auc_min: 0.9005 - auc_max: 0.9036 - val_loss: 0.2466 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3345 - acc: 0.8611 - auc_min: 0.9160 - auc_max: 0.9180 - val_loss: 0.2422 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3397 - acc: 0.8426 - auc_min: 0.9078 - auc_max: 0.9108 - val_loss: 0.2410 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3339 - acc: 0.8704 - auc_min: 0.9112 - auc_max: 0.9143 - val_loss: 0.2401 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3410 - acc: 0.8426 - auc_min: 0.9108 - auc_max: 0.9136 - val_loss: 0.2376 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3372 - acc: 0.8611 - auc_min: 0.9088 - auc_max: 0.9115 - val_loss: 0.2328 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3335 - acc: 0.8611 - auc_min: 0.9095 - auc_max: 0.9119 - val_loss: 0.2261 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3297 - acc: 0.8611 - auc_min: 0.9108 - auc_max: 0.9132 - val_loss: 0.2180 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3213 - acc: 0.8519 - auc_min: 0.9160 - auc_max: 0.9201 - val_loss: 0.2101 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3324 - acc: 0.8519 - auc_min: 0.9036 - auc_max: 0.9057 - val_loss: 0.2034 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3291 - acc: 0.8796 - auc_min: 0.9040 - auc_max: 0.9053 - val_loss: 0.1977 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3333 - acc: 0.8704 - auc_min: 0.9136 - auc_max: 0.9153 - val_loss: 0.1940 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3329 - acc: 0.8519 - auc_min: 0.9150 - auc_max: 0.9163 - val_loss: 0.1910 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3256 - acc: 0.8704 - auc_min: 0.9081 - auc_max: 0.9105 - val_loss: 0.1895 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3190 - acc: 0.8611 - auc_min: 0.9156 - auc_max: 0.9177 - val_loss: 0.1898 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3121 - acc: 0.8611 - auc_min: 0.9211 - auc_max: 0.9225 - val_loss: 0.1909 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3159 - acc: 0.8426 - auc_min: 0.9252 - auc_max: 0.9263 - val_loss: 0.1916 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3209 - acc: 0.8519 - auc_min: 0.9167 - auc_max: 0.9191 - val_loss: 0.1930 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3278 - acc: 0.8519 - auc_min: 0.9177 - auc_max: 0.9194 - val_loss: 0.1944 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3135 - acc: 0.8611 - auc_min: 0.9208 - auc_max: 0.9225 - val_loss: 0.1939 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3156 - acc: 0.8519 - auc_min: 0.9187 - auc_max: 0.9201 - val_loss: 0.1919 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3034 - acc: 0.8519 - auc_min: 0.9249 - auc_max: 0.9256 - val_loss: 0.1868 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3029 - acc: 0.8611 - auc_min: 0.9280 - auc_max: 0.9290 - val_loss: 0.1807 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3069 - acc: 0.8704 - auc_min: 0.9242 - auc_max: 0.9252 - val_loss: 0.1755 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3181 - acc: 0.8519 - auc_min: 0.9201 - auc_max: 0.9225 - val_loss: 0.1714 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2912 - acc: 0.8704 - auc_min: 0.9359 - auc_max: 0.9390 - val_loss: 0.1695 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2990 - acc: 0.8519 - auc_min: 0.9379 - auc_max: 0.9396 - val_loss: 0.1699 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3040 - acc: 0.8611 - auc_min: 0.9273 - auc_max: 0.9300 - val_loss: 0.1725 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2881 - acc: 0.8704 - auc_min: 0.9390 - auc_max: 0.9410 - val_loss: 0.1770 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2951 - acc: 0.8611 - auc_min: 0.9345 - auc_max: 0.9366 - val_loss: 0.1810 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2986 - acc: 0.8704 - auc_min: 0.9324 - auc_max: 0.9338 - val_loss: 0.1851 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2913 - acc: 0.8704 - auc_min: 0.9362 - auc_max: 0.9386 - val_loss: 0.1869 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2993 - acc: 0.8426 - auc_min: 0.9379 - auc_max: 0.9390 - val_loss: 0.1864 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2993 - acc: 0.8611 - auc_min: 0.9328 - auc_max: 0.9342 - val_loss: 0.1837 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2859 - acc: 0.8519 - auc_min: 0.9386 - auc_max: 0.9400 - val_loss: 0.1796 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3001 - acc: 0.8519 - auc_min: 0.9324 - auc_max: 0.9345 - val_loss: 0.1749 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2900 - acc: 0.8611 - auc_min: 0.9400 - auc_max: 0.9414 - val_loss: 0.1701 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2925 - acc: 0.8519 - auc_min: 0.9376 - auc_max: 0.9396 - val_loss: 0.1675 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2900 - acc: 0.8704 - auc_min: 0.9379 - auc_max: 0.9407 - val_loss: 0.1679 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2807 - acc: 0.8704 - auc_min: 0.9441 - auc_max: 0.9462 - val_loss: 0.1712 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2872 - acc: 0.8704 - auc_min: 0.9386 - auc_max: 0.9414 - val_loss: 0.1763 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2836 - acc: 0.8426 - auc_min: 0.9458 - auc_max: 0.9472 - val_loss: 0.1812 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2974 - acc: 0.8519 - auc_min: 0.9355 - auc_max: 0.9390 - val_loss: 0.1852 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2779 - acc: 0.8611 - auc_min: 0.9462 - auc_max: 0.9489 - val_loss: 0.1851 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2750 - acc: 0.8611 - auc_min: 0.9503 - auc_max: 0.9520 - val_loss: 0.1835 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2897 - acc: 0.8611 - auc_min: 0.9403 - auc_max: 0.9431 - val_loss: 0.1777 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2707 - acc: 0.8611 - auc_min: 0.9472 - auc_max: 0.9489 - val_loss: 0.1728 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2680 - acc: 0.8519 - auc_min: 0.9558 - auc_max: 0.9564 - val_loss: 0.1688 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2790 - acc: 0.8611 - auc_min: 0.9510 - auc_max: 0.9527 - val_loss: 0.1676 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2887 - acc: 0.8704 - auc_min: 0.9400 - auc_max: 0.9431 - val_loss: 0.1704 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3095 - acc: 0.8519 - auc_min: 0.9266 - auc_max: 0.9287 - val_loss: 0.1761 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2766 - acc: 0.8519 - auc_min: 0.9465 - auc_max: 0.9479 - val_loss: 0.1819 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2890 - acc: 0.8611 - auc_min: 0.9372 - auc_max: 0.9386 - val_loss: 0.1852 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2839 - acc: 0.8519 - auc_min: 0.9448 - auc_max: 0.9458 - val_loss: 0.1845 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2813 - acc: 0.8611 - auc_min: 0.9434 - auc_max: 0.9448 - val_loss: 0.1823 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2722 - acc: 0.8426 - auc_min: 0.9571 - auc_max: 0.9582 - val_loss: 0.1765 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2678 - acc: 0.8519 - auc_min: 0.9554 - auc_max: 0.9568 - val_loss: 0.1709 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2727 - acc: 0.8611 - auc_min: 0.9489 - auc_max: 0.9510 - val_loss: 0.1674 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2714 - acc: 0.8611 - auc_min: 0.9486 - auc_max: 0.9496 - val_loss: 0.1705 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2614 - acc: 0.8704 - auc_min: 0.9558 - auc_max: 0.9578 - val_loss: 0.1775 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2749 - acc: 0.8611 - auc_min: 0.9499 - auc_max: 0.9513 - val_loss: 0.1849 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2774 - acc: 0.8519 - auc_min: 0.9496 - auc_max: 0.9540 - val_loss: 0.1931 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2608 - acc: 0.8426 - auc_min: 0.9585 - auc_max: 0.9595 - val_loss: 0.1959 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2571 - acc: 0.8519 - auc_min: 0.9640 - auc_max: 0.9650 - val_loss: 0.1937 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2841 - acc: 0.8611 - auc_min: 0.9438 - auc_max: 0.9451 - val_loss: 0.1885 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 81/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2554 - acc: 0.8611 - auc_min: 0.9640 - auc_max: 0.9654 - val_loss: 0.1781 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 82/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2615 - acc: 0.8611 - auc_min: 0.9595 - auc_max: 0.9612 - val_loss: 0.1700 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 83/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2530 - acc: 0.8611 - auc_min: 0.9561 - auc_max: 0.9571 - val_loss: 0.1684 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 84/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2556 - acc: 0.8611 - auc_min: 0.9640 - auc_max: 0.9647 - val_loss: 0.1720 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 85/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2466 - acc: 0.8704 - auc_min: 0.9633 - auc_max: 0.9647 - val_loss: 0.1791 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 86/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2460 - acc: 0.8704 - auc_min: 0.9664 - auc_max: 0.9681 - val_loss: 0.1895 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 87/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2678 - acc: 0.8704 - auc_min: 0.9492 - auc_max: 0.9516 - val_loss: 0.1983 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 88/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2540 - acc: 0.8519 - auc_min: 0.9633 - auc_max: 0.9650 - val_loss: 0.2005 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 89/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2541 - acc: 0.8611 - auc_min: 0.9558 - auc_max: 0.9578 - val_loss: 0.1968 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 90/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2704 - acc: 0.8611 - auc_min: 0.9537 - auc_max: 0.9544 - val_loss: 0.1875 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 91/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2431 - acc: 0.8796 - auc_min: 0.9698 - auc_max: 0.9705 - val_loss: 0.1788 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 92/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2482 - acc: 0.8611 - auc_min: 0.9664 - auc_max: 0.9678 - val_loss: 0.1742 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 93/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2555 - acc: 0.8611 - auc_min: 0.9602 - auc_max: 0.9609 - val_loss: 0.1788 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 97ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8781 - acc: 0.5000 - auc_min: 0.8508 - auc_max: 0.8676 - val_loss: 0.7365 - val_acc: 0.6667 - val_auc_min: 0.7284 - val_auc_max: 0.7407\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5965 - acc: 0.6852 - auc_min: 0.8501 - auc_max: 0.8543 - val_loss: 0.5821 - val_acc: 0.6389 - val_auc_min: 0.7469 - val_auc_max: 0.7685\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4387 - acc: 0.9074 - auc_min: 0.9026 - auc_max: 0.9050 - val_loss: 0.5680 - val_acc: 0.5833 - val_auc_min: 0.7778 - val_auc_max: 0.7840\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.4706 - acc: 0.7593 - auc_min: 0.9167 - auc_max: 0.9194 - val_loss: 0.5869 - val_acc: 0.6944 - val_auc_min: 0.7809 - val_auc_max: 0.7870\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.4934 - acc: 0.6574 - auc_min: 0.9139 - auc_max: 0.9174 - val_loss: 0.5821 - val_acc: 0.6944 - val_auc_min: 0.7932 - val_auc_max: 0.7963\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4716 - acc: 0.6944 - auc_min: 0.9355 - auc_max: 0.9386 - val_loss: 0.5571 - val_acc: 0.5833 - val_auc_min: 0.7840 - val_auc_max: 0.7901\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4199 - acc: 0.8148 - auc_min: 0.9482 - auc_max: 0.9499 - val_loss: 0.5332 - val_acc: 0.6944 - val_auc_min: 0.7716 - val_auc_max: 0.7809\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4014 - acc: 0.8148 - auc_min: 0.9184 - auc_max: 0.9191 - val_loss: 0.5275 - val_acc: 0.7500 - val_auc_min: 0.7593 - val_auc_max: 0.7747\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3482 - acc: 0.8889 - auc_min: 0.9150 - auc_max: 0.9187 - val_loss: 0.5470 - val_acc: 0.6389 - val_auc_min: 0.7747 - val_auc_max: 0.7809\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3146 - acc: 0.9167 - auc_min: 0.9180 - auc_max: 0.9218 - val_loss: 0.5860 - val_acc: 0.6389 - val_auc_min: 0.7809 - val_auc_max: 0.7809\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3150 - acc: 0.9259 - auc_min: 0.9122 - auc_max: 0.9156 - val_loss: 0.6330 - val_acc: 0.6667 - val_auc_min: 0.7778 - val_auc_max: 0.7840\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3050 - acc: 0.9074 - auc_min: 0.9331 - auc_max: 0.9383 - val_loss: 0.6753 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7747\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3168 - acc: 0.9074 - auc_min: 0.9242 - auc_max: 0.9290 - val_loss: 0.7034 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7747\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3148 - acc: 0.9167 - auc_min: 0.9150 - auc_max: 0.9184 - val_loss: 0.7146 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7654\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3160 - acc: 0.8981 - auc_min: 0.9256 - auc_max: 0.9300 - val_loss: 0.7095 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7654\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3206 - acc: 0.9074 - auc_min: 0.9177 - auc_max: 0.9239 - val_loss: 0.6906 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7685\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3020 - acc: 0.9259 - auc_min: 0.9174 - auc_max: 0.9208 - val_loss: 0.6651 - val_acc: 0.6667 - val_auc_min: 0.7623 - val_auc_max: 0.7809\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2860 - acc: 0.9352 - auc_min: 0.9132 - auc_max: 0.9204 - val_loss: 0.6367 - val_acc: 0.6389 - val_auc_min: 0.7716 - val_auc_max: 0.7901\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2921 - acc: 0.9259 - auc_min: 0.9163 - auc_max: 0.9184 - val_loss: 0.6101 - val_acc: 0.6389 - val_auc_min: 0.7778 - val_auc_max: 0.7901\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2627 - acc: 0.9259 - auc_min: 0.9366 - auc_max: 0.9386 - val_loss: 0.5864 - val_acc: 0.6389 - val_auc_min: 0.7778 - val_auc_max: 0.7932\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2670 - acc: 0.9167 - auc_min: 0.9300 - auc_max: 0.9345 - val_loss: 0.5683 - val_acc: 0.6389 - val_auc_min: 0.7778 - val_auc_max: 0.7932\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2786 - acc: 0.9074 - auc_min: 0.9321 - auc_max: 0.9355 - val_loss: 0.5559 - val_acc: 0.6389 - val_auc_min: 0.7778 - val_auc_max: 0.7870\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2806 - acc: 0.9167 - auc_min: 0.9266 - auc_max: 0.9290 - val_loss: 0.5485 - val_acc: 0.7500 - val_auc_min: 0.7809 - val_auc_max: 0.7901\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2723 - acc: 0.9167 - auc_min: 0.9342 - auc_max: 0.9362 - val_loss: 0.5455 - val_acc: 0.7778 - val_auc_min: 0.7778 - val_auc_max: 0.7901\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2869 - acc: 0.9074 - auc_min: 0.9232 - auc_max: 0.9263 - val_loss: 0.5462 - val_acc: 0.7778 - val_auc_min: 0.7840 - val_auc_max: 0.7901\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2696 - acc: 0.9074 - auc_min: 0.9355 - auc_max: 0.9369 - val_loss: 0.5504 - val_acc: 0.7778 - val_auc_min: 0.7901 - val_auc_max: 0.7963\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2748 - acc: 0.8981 - auc_min: 0.9280 - auc_max: 0.9311 - val_loss: 0.5584 - val_acc: 0.7222 - val_auc_min: 0.7870 - val_auc_max: 0.7932\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2724 - acc: 0.9074 - auc_min: 0.9294 - auc_max: 0.9324 - val_loss: 0.5698 - val_acc: 0.6389 - val_auc_min: 0.7901 - val_auc_max: 0.7963\n",
            "2/2 [==============================] - 1s 95ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.5102 - acc: 0.8426 - auc_min: 0.8549 - auc_max: 0.8591 - val_loss: 0.3587 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4935 - acc: 0.7315 - auc_min: 0.8673 - auc_max: 0.8721 - val_loss: 0.3000 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4287 - acc: 0.8333 - auc_min: 0.9143 - auc_max: 0.9187 - val_loss: 0.2499 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4157 - acc: 0.8426 - auc_min: 0.8971 - auc_max: 0.9005 - val_loss: 0.2227 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4049 - acc: 0.8333 - auc_min: 0.9067 - auc_max: 0.9108 - val_loss: 0.2141 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3719 - acc: 0.8611 - auc_min: 0.9280 - auc_max: 0.9300 - val_loss: 0.2176 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3538 - acc: 0.8426 - auc_min: 0.9191 - auc_max: 0.9215 - val_loss: 0.2252 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3214 - acc: 0.8889 - auc_min: 0.9403 - auc_max: 0.9427 - val_loss: 0.2239 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3310 - acc: 0.8889 - auc_min: 0.9235 - auc_max: 0.9263 - val_loss: 0.2126 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3090 - acc: 0.8981 - auc_min: 0.9396 - auc_max: 0.9410 - val_loss: 0.1952 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3028 - acc: 0.8889 - auc_min: 0.9390 - auc_max: 0.9407 - val_loss: 0.1784 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3000 - acc: 0.9074 - auc_min: 0.9280 - auc_max: 0.9318 - val_loss: 0.1641 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2758 - acc: 0.9167 - auc_min: 0.9479 - auc_max: 0.9486 - val_loss: 0.1554 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3041 - acc: 0.8981 - auc_min: 0.9246 - auc_max: 0.9273 - val_loss: 0.1526 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3015 - acc: 0.9074 - auc_min: 0.9211 - auc_max: 0.9242 - val_loss: 0.1513 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2869 - acc: 0.9074 - auc_min: 0.9359 - auc_max: 0.9393 - val_loss: 0.1528 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2776 - acc: 0.9074 - auc_min: 0.9390 - auc_max: 0.9414 - val_loss: 0.1534 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2722 - acc: 0.9074 - auc_min: 0.9396 - auc_max: 0.9420 - val_loss: 0.1488 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2775 - acc: 0.9074 - auc_min: 0.9393 - auc_max: 0.9400 - val_loss: 0.1408 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2856 - acc: 0.8981 - auc_min: 0.9321 - auc_max: 0.9348 - val_loss: 0.1302 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2852 - acc: 0.9074 - auc_min: 0.9366 - auc_max: 0.9386 - val_loss: 0.1166 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2832 - acc: 0.9074 - auc_min: 0.9283 - auc_max: 0.9304 - val_loss: 0.1043 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2797 - acc: 0.9167 - auc_min: 0.9287 - auc_max: 0.9324 - val_loss: 0.0970 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2778 - acc: 0.9074 - auc_min: 0.9256 - auc_max: 0.9276 - val_loss: 0.0915 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2750 - acc: 0.9074 - auc_min: 0.9314 - auc_max: 0.9345 - val_loss: 0.0898 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2826 - acc: 0.9167 - auc_min: 0.9307 - auc_max: 0.9335 - val_loss: 0.0910 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.2645 - acc: 0.9074 - auc_min: 0.9348 - auc_max: 0.9403 - val_loss: 0.0928 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.2779 - acc: 0.9167 - auc_min: 0.9270 - auc_max: 0.9311 - val_loss: 0.0943 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2729 - acc: 0.9074 - auc_min: 0.9376 - auc_max: 0.9396 - val_loss: 0.0931 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2586 - acc: 0.9167 - auc_min: 0.9472 - auc_max: 0.9496 - val_loss: 0.0881 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2790 - acc: 0.9074 - auc_min: 0.9321 - auc_max: 0.9355 - val_loss: 0.0817 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2672 - acc: 0.9167 - auc_min: 0.9318 - auc_max: 0.9352 - val_loss: 0.0766 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2718 - acc: 0.9074 - auc_min: 0.9318 - auc_max: 0.9338 - val_loss: 0.0731 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2665 - acc: 0.9167 - auc_min: 0.9393 - auc_max: 0.9424 - val_loss: 0.0725 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2555 - acc: 0.9074 - auc_min: 0.9503 - auc_max: 0.9520 - val_loss: 0.0726 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2727 - acc: 0.9167 - auc_min: 0.9376 - auc_max: 0.9396 - val_loss: 0.0742 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2795 - acc: 0.9167 - auc_min: 0.9300 - auc_max: 0.9335 - val_loss: 0.0739 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2609 - acc: 0.8981 - auc_min: 0.9503 - auc_max: 0.9540 - val_loss: 0.0734 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2612 - acc: 0.9167 - auc_min: 0.9393 - auc_max: 0.9403 - val_loss: 0.0734 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2483 - acc: 0.9167 - auc_min: 0.9564 - auc_max: 0.9588 - val_loss: 0.0742 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.2574 - acc: 0.9167 - auc_min: 0.9458 - auc_max: 0.9482 - val_loss: 0.0742 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2484 - acc: 0.9167 - auc_min: 0.9472 - auc_max: 0.9499 - val_loss: 0.0756 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2578 - acc: 0.9167 - auc_min: 0.9441 - auc_max: 0.9462 - val_loss: 0.0762 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.2401 - acc: 0.9167 - auc_min: 0.9588 - auc_max: 0.9609 - val_loss: 0.0770 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2496 - acc: 0.9167 - auc_min: 0.9496 - auc_max: 0.9523 - val_loss: 0.0758 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2542 - acc: 0.9167 - auc_min: 0.9462 - auc_max: 0.9489 - val_loss: 0.0744 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.2380 - acc: 0.9167 - auc_min: 0.9640 - auc_max: 0.9671 - val_loss: 0.0725 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2312 - acc: 0.9167 - auc_min: 0.9633 - auc_max: 0.9667 - val_loss: 0.0727 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.2351 - acc: 0.9167 - auc_min: 0.9630 - auc_max: 0.9650 - val_loss: 0.0757 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2501 - acc: 0.9167 - auc_min: 0.9489 - auc_max: 0.9506 - val_loss: 0.0792 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2445 - acc: 0.9167 - auc_min: 0.9492 - auc_max: 0.9513 - val_loss: 0.0814 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2402 - acc: 0.9259 - auc_min: 0.9561 - auc_max: 0.9582 - val_loss: 0.0836 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2354 - acc: 0.9167 - auc_min: 0.9619 - auc_max: 0.9640 - val_loss: 0.0844 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2411 - acc: 0.9167 - auc_min: 0.9547 - auc_max: 0.9571 - val_loss: 0.0821 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2375 - acc: 0.9167 - auc_min: 0.9575 - auc_max: 0.9595 - val_loss: 0.0799 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2252 - acc: 0.9167 - auc_min: 0.9702 - auc_max: 0.9715 - val_loss: 0.0771 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2293 - acc: 0.9167 - auc_min: 0.9619 - auc_max: 0.9636 - val_loss: 0.0767 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2272 - acc: 0.9167 - auc_min: 0.9633 - auc_max: 0.9643 - val_loss: 0.0788 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2311 - acc: 0.9167 - auc_min: 0.9647 - auc_max: 0.9657 - val_loss: 0.0818 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2300 - acc: 0.9167 - auc_min: 0.9657 - auc_max: 0.9671 - val_loss: 0.0830 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2323 - acc: 0.9167 - auc_min: 0.9657 - auc_max: 0.9678 - val_loss: 0.0839 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.2152 - acc: 0.9167 - auc_min: 0.9709 - auc_max: 0.9729 - val_loss: 0.0837 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.2165 - acc: 0.9167 - auc_min: 0.9702 - auc_max: 0.9712 - val_loss: 0.0839 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2169 - acc: 0.9167 - auc_min: 0.9757 - auc_max: 0.9760 - val_loss: 0.0817 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2128 - acc: 0.9259 - auc_min: 0.9763 - auc_max: 0.9774 - val_loss: 0.0789 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2241 - acc: 0.9167 - auc_min: 0.9650 - auc_max: 0.9664 - val_loss: 0.0763 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2135 - acc: 0.9074 - auc_min: 0.9753 - auc_max: 0.9760 - val_loss: 0.0738 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 95ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8235 - acc: 0.4074 - auc_min: 0.3206 - auc_max: 0.3282 - val_loss: 0.7189 - val_acc: 0.6389 - val_auc_min: 0.4352 - val_auc_max: 0.4630\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7363 - acc: 0.4630 - auc_min: 0.4458 - auc_max: 0.4619 - val_loss: 0.6631 - val_acc: 0.7222 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6874 - acc: 0.5370 - auc_min: 0.5789 - auc_max: 0.5950 - val_loss: 0.6189 - val_acc: 0.5278 - val_auc_min: 0.7963 - val_auc_max: 0.8148\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6307 - acc: 0.6296 - auc_min: 0.7016 - auc_max: 0.7123 - val_loss: 0.5860 - val_acc: 0.6111 - val_auc_min: 0.8148 - val_auc_max: 0.8148\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5917 - acc: 0.7870 - auc_min: 0.7898 - auc_max: 0.7960 - val_loss: 0.5590 - val_acc: 0.6389 - val_auc_min: 0.8179 - val_auc_max: 0.8333\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5753 - acc: 0.7685 - auc_min: 0.7936 - auc_max: 0.7987 - val_loss: 0.5378 - val_acc: 0.7778 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4969 - acc: 0.8796 - auc_min: 0.8711 - auc_max: 0.8759 - val_loss: 0.5219 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5093 - acc: 0.8333 - auc_min: 0.8515 - auc_max: 0.8549 - val_loss: 0.5095 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4814 - acc: 0.8241 - auc_min: 0.8649 - auc_max: 0.8673 - val_loss: 0.5014 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8364\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4684 - acc: 0.8241 - auc_min: 0.8621 - auc_max: 0.8666 - val_loss: 0.4963 - val_acc: 0.8056 - val_auc_min: 0.8302 - val_auc_max: 0.8364\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4491 - acc: 0.8611 - auc_min: 0.8693 - auc_max: 0.8717 - val_loss: 0.4918 - val_acc: 0.8056 - val_auc_min: 0.8241 - val_auc_max: 0.8333\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4426 - acc: 0.8426 - auc_min: 0.8714 - auc_max: 0.8755 - val_loss: 0.4832 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4280 - acc: 0.8611 - auc_min: 0.8813 - auc_max: 0.8837 - val_loss: 0.4737 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8395\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4464 - acc: 0.8519 - auc_min: 0.8656 - auc_max: 0.8680 - val_loss: 0.4640 - val_acc: 0.7778 - val_auc_min: 0.8426 - val_auc_max: 0.8549\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4237 - acc: 0.8426 - auc_min: 0.8700 - auc_max: 0.8731 - val_loss: 0.4568 - val_acc: 0.7778 - val_auc_min: 0.8765 - val_auc_max: 0.8951\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4033 - acc: 0.8333 - auc_min: 0.8899 - auc_max: 0.8927 - val_loss: 0.4525 - val_acc: 0.7778 - val_auc_min: 0.8827 - val_auc_max: 0.8889\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4203 - acc: 0.8611 - auc_min: 0.8741 - auc_max: 0.8765 - val_loss: 0.4500 - val_acc: 0.7778 - val_auc_min: 0.8796 - val_auc_max: 0.8827\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3900 - acc: 0.8333 - auc_min: 0.8985 - auc_max: 0.9012 - val_loss: 0.4485 - val_acc: 0.8333 - val_auc_min: 0.8796 - val_auc_max: 0.8827\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3952 - acc: 0.8519 - auc_min: 0.8975 - auc_max: 0.9012 - val_loss: 0.4454 - val_acc: 0.8333 - val_auc_min: 0.8704 - val_auc_max: 0.8765\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3952 - acc: 0.8519 - auc_min: 0.8947 - auc_max: 0.8995 - val_loss: 0.4400 - val_acc: 0.8333 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3924 - acc: 0.8519 - auc_min: 0.9009 - auc_max: 0.9029 - val_loss: 0.4328 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3857 - acc: 0.8704 - auc_min: 0.9050 - auc_max: 0.9074 - val_loss: 0.4264 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3772 - acc: 0.8519 - auc_min: 0.9132 - auc_max: 0.9160 - val_loss: 0.4216 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3751 - acc: 0.8611 - auc_min: 0.9187 - auc_max: 0.9201 - val_loss: 0.4197 - val_acc: 0.8056 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3686 - acc: 0.8519 - auc_min: 0.9180 - auc_max: 0.9211 - val_loss: 0.4203 - val_acc: 0.8056 - val_auc_min: 0.8580 - val_auc_max: 0.8642\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3668 - acc: 0.8519 - auc_min: 0.9232 - auc_max: 0.9263 - val_loss: 0.4220 - val_acc: 0.8333 - val_auc_min: 0.8580 - val_auc_max: 0.8704\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3624 - acc: 0.8611 - auc_min: 0.9300 - auc_max: 0.9324 - val_loss: 0.4209 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.3631 - acc: 0.8704 - auc_min: 0.9225 - auc_max: 0.9256 - val_loss: 0.4198 - val_acc: 0.8333 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3535 - acc: 0.8519 - auc_min: 0.9287 - auc_max: 0.9321 - val_loss: 0.4164 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3493 - acc: 0.8611 - auc_min: 0.9379 - auc_max: 0.9431 - val_loss: 0.4124 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3478 - acc: 0.8519 - auc_min: 0.9366 - auc_max: 0.9407 - val_loss: 0.4096 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3391 - acc: 0.8611 - auc_min: 0.9434 - auc_max: 0.9465 - val_loss: 0.4094 - val_acc: 0.8056 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.3367 - acc: 0.8519 - auc_min: 0.9465 - auc_max: 0.9496 - val_loss: 0.4107 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8704\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3329 - acc: 0.8426 - auc_min: 0.9599 - auc_max: 0.9626 - val_loss: 0.4125 - val_acc: 0.8056 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.3443 - acc: 0.8519 - auc_min: 0.9431 - auc_max: 0.9444 - val_loss: 0.4128 - val_acc: 0.8056 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3188 - acc: 0.8704 - auc_min: 0.9561 - auc_max: 0.9564 - val_loss: 0.4135 - val_acc: 0.8056 - val_auc_min: 0.8580 - val_auc_max: 0.8704\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3204 - acc: 0.8796 - auc_min: 0.9544 - auc_max: 0.9551 - val_loss: 0.4123 - val_acc: 0.8056 - val_auc_min: 0.8519 - val_auc_max: 0.8642\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3249 - acc: 0.8611 - auc_min: 0.9496 - auc_max: 0.9516 - val_loss: 0.4107 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8611\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3232 - acc: 0.8796 - auc_min: 0.9527 - auc_max: 0.9544 - val_loss: 0.4080 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8457\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3159 - acc: 0.8704 - auc_min: 0.9571 - auc_max: 0.9588 - val_loss: 0.4084 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8457\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3198 - acc: 0.8611 - auc_min: 0.9547 - auc_max: 0.9564 - val_loss: 0.4142 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8457\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.3294 - acc: 0.8333 - auc_min: 0.9534 - auc_max: 0.9554 - val_loss: 0.4220 - val_acc: 0.8333 - val_auc_min: 0.8395 - val_auc_max: 0.8395\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3248 - acc: 0.8704 - auc_min: 0.9472 - auc_max: 0.9486 - val_loss: 0.4256 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3063 - acc: 0.8519 - auc_min: 0.9654 - auc_max: 0.9667 - val_loss: 0.4224 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3038 - acc: 0.8611 - auc_min: 0.9595 - auc_max: 0.9602 - val_loss: 0.4193 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2907 - acc: 0.8889 - auc_min: 0.9684 - auc_max: 0.9691 - val_loss: 0.4182 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8457\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2902 - acc: 0.8611 - auc_min: 0.9712 - auc_max: 0.9719 - val_loss: 0.4201 - val_acc: 0.8056 - val_auc_min: 0.8272 - val_auc_max: 0.8457\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2846 - acc: 0.8796 - auc_min: 0.9705 - auc_max: 0.9719 - val_loss: 0.4243 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8426\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3007 - acc: 0.8611 - auc_min: 0.9609 - auc_max: 0.9619 - val_loss: 0.4302 - val_acc: 0.8056 - val_auc_min: 0.8272 - val_auc_max: 0.8457\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2909 - acc: 0.8796 - auc_min: 0.9626 - auc_max: 0.9633 - val_loss: 0.4372 - val_acc: 0.8333 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2897 - acc: 0.8611 - auc_min: 0.9623 - auc_max: 0.9643 - val_loss: 0.4395 - val_acc: 0.8333 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.3087 - acc: 0.8426 - auc_min: 0.9523 - auc_max: 0.9540 - val_loss: 0.4336 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8457\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2801 - acc: 0.8704 - auc_min: 0.9671 - auc_max: 0.9674 - val_loss: 0.4251 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2830 - acc: 0.8889 - auc_min: 0.9695 - auc_max: 0.9698 - val_loss: 0.4221 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8457\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2810 - acc: 0.8796 - auc_min: 0.9681 - auc_max: 0.9681 - val_loss: 0.4237 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.2746 - acc: 0.9074 - auc_min: 0.9667 - auc_max: 0.9671 - val_loss: 0.4357 - val_acc: 0.8333 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2829 - acc: 0.8796 - auc_min: 0.9647 - auc_max: 0.9654 - val_loss: 0.4496 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8457\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2917 - acc: 0.8426 - auc_min: 0.9623 - auc_max: 0.9630 - val_loss: 0.4554 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8395\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2788 - acc: 0.8611 - auc_min: 0.9667 - auc_max: 0.9667 - val_loss: 0.4515 - val_acc: 0.8333 - val_auc_min: 0.8333 - val_auc_max: 0.8457\n",
            "2/2 [==============================] - 1s 105ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7432 - acc: 0.5278 - auc_min: 0.7147 - auc_max: 0.7263 - val_loss: 0.7017 - val_acc: 0.5556 - val_auc_min: 0.5525 - val_auc_max: 0.5556\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6010 - acc: 0.7130 - auc_min: 0.7706 - auc_max: 0.7781 - val_loss: 0.6756 - val_acc: 0.4444 - val_auc_min: 0.6667 - val_auc_max: 0.6883\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5878 - acc: 0.6111 - auc_min: 0.8669 - auc_max: 0.8762 - val_loss: 0.6688 - val_acc: 0.5556 - val_auc_min: 0.7130 - val_auc_max: 0.7222\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5772 - acc: 0.6296 - auc_min: 0.8927 - auc_max: 0.8978 - val_loss: 0.6292 - val_acc: 0.4722 - val_auc_min: 0.7160 - val_auc_max: 0.7191\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5506 - acc: 0.6574 - auc_min: 0.8940 - auc_max: 0.8988 - val_loss: 0.5869 - val_acc: 0.6389 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5150 - acc: 0.7407 - auc_min: 0.8663 - auc_max: 0.8697 - val_loss: 0.5691 - val_acc: 0.7222 - val_auc_min: 0.7253 - val_auc_max: 0.7346\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.4445 - acc: 0.8056 - auc_min: 0.9208 - auc_max: 0.9252 - val_loss: 0.5763 - val_acc: 0.8056 - val_auc_min: 0.7346 - val_auc_max: 0.7469\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.4634 - acc: 0.7778 - auc_min: 0.8745 - auc_max: 0.8779 - val_loss: 0.5884 - val_acc: 0.8333 - val_auc_min: 0.7438 - val_auc_max: 0.7531\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.4489 - acc: 0.8056 - auc_min: 0.8923 - auc_max: 0.8978 - val_loss: 0.5865 - val_acc: 0.8333 - val_auc_min: 0.7562 - val_auc_max: 0.7654\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4400 - acc: 0.8148 - auc_min: 0.8971 - auc_max: 0.9002 - val_loss: 0.5677 - val_acc: 0.8333 - val_auc_min: 0.7593 - val_auc_max: 0.7716\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4175 - acc: 0.8333 - auc_min: 0.9074 - auc_max: 0.9098 - val_loss: 0.5407 - val_acc: 0.8333 - val_auc_min: 0.7685 - val_auc_max: 0.7840\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3707 - acc: 0.8426 - auc_min: 0.9414 - auc_max: 0.9441 - val_loss: 0.5138 - val_acc: 0.7778 - val_auc_min: 0.7840 - val_auc_max: 0.7994\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3615 - acc: 0.8704 - auc_min: 0.9366 - auc_max: 0.9376 - val_loss: 0.4934 - val_acc: 0.7778 - val_auc_min: 0.7963 - val_auc_max: 0.8056\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3609 - acc: 0.8704 - auc_min: 0.9242 - auc_max: 0.9276 - val_loss: 0.4806 - val_acc: 0.7500 - val_auc_min: 0.8056 - val_auc_max: 0.8148\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3601 - acc: 0.8611 - auc_min: 0.9218 - auc_max: 0.9235 - val_loss: 0.4734 - val_acc: 0.7222 - val_auc_min: 0.8148 - val_auc_max: 0.8210\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3647 - acc: 0.8704 - auc_min: 0.9256 - auc_max: 0.9280 - val_loss: 0.4690 - val_acc: 0.7222 - val_auc_min: 0.8241 - val_auc_max: 0.8272\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3576 - acc: 0.8704 - auc_min: 0.9180 - auc_max: 0.9211 - val_loss: 0.4657 - val_acc: 0.7222 - val_auc_min: 0.8241 - val_auc_max: 0.8302\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3451 - acc: 0.8981 - auc_min: 0.9273 - auc_max: 0.9294 - val_loss: 0.4638 - val_acc: 0.7500 - val_auc_min: 0.8241 - val_auc_max: 0.8302\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3339 - acc: 0.8704 - auc_min: 0.9290 - auc_max: 0.9307 - val_loss: 0.4644 - val_acc: 0.7500 - val_auc_min: 0.8241 - val_auc_max: 0.8333\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3366 - acc: 0.8704 - auc_min: 0.9198 - auc_max: 0.9198 - val_loss: 0.4673 - val_acc: 0.7778 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3359 - acc: 0.8981 - auc_min: 0.9143 - auc_max: 0.9167 - val_loss: 0.4723 - val_acc: 0.8056 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3303 - acc: 0.8889 - auc_min: 0.9167 - auc_max: 0.9187 - val_loss: 0.4784 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8457\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3212 - acc: 0.8704 - auc_min: 0.9276 - auc_max: 0.9287 - val_loss: 0.4840 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8519\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.3230 - acc: 0.8519 - auc_min: 0.9273 - auc_max: 0.9287 - val_loss: 0.4869 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8519\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3130 - acc: 0.8704 - auc_min: 0.9263 - auc_max: 0.9294 - val_loss: 0.4868 - val_acc: 0.8056 - val_auc_min: 0.8426 - val_auc_max: 0.8519\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3261 - acc: 0.8611 - auc_min: 0.9204 - auc_max: 0.9218 - val_loss: 0.4838 - val_acc: 0.8056 - val_auc_min: 0.8519 - val_auc_max: 0.8580\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3171 - acc: 0.8796 - auc_min: 0.9270 - auc_max: 0.9294 - val_loss: 0.4777 - val_acc: 0.8056 - val_auc_min: 0.8519 - val_auc_max: 0.8580\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3023 - acc: 0.8889 - auc_min: 0.9328 - auc_max: 0.9338 - val_loss: 0.4716 - val_acc: 0.8056 - val_auc_min: 0.8519 - val_auc_max: 0.8611\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3109 - acc: 0.8611 - auc_min: 0.9283 - auc_max: 0.9300 - val_loss: 0.4664 - val_acc: 0.8056 - val_auc_min: 0.8611 - val_auc_max: 0.8673\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3128 - acc: 0.9074 - auc_min: 0.9249 - auc_max: 0.9263 - val_loss: 0.4628 - val_acc: 0.7500 - val_auc_min: 0.8611 - val_auc_max: 0.8704\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3261 - acc: 0.8704 - auc_min: 0.9235 - auc_max: 0.9242 - val_loss: 0.4607 - val_acc: 0.7500 - val_auc_min: 0.8642 - val_auc_max: 0.8673\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3138 - acc: 0.8981 - auc_min: 0.9249 - auc_max: 0.9270 - val_loss: 0.4601 - val_acc: 0.7500 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3240 - acc: 0.8981 - auc_min: 0.9136 - auc_max: 0.9153 - val_loss: 0.4614 - val_acc: 0.7500 - val_auc_min: 0.8642 - val_auc_max: 0.8704\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3021 - acc: 0.8889 - auc_min: 0.9311 - auc_max: 0.9328 - val_loss: 0.4646 - val_acc: 0.7778 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3172 - acc: 0.9074 - auc_min: 0.9180 - auc_max: 0.9194 - val_loss: 0.4692 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8735\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3227 - acc: 0.8611 - auc_min: 0.9163 - auc_max: 0.9184 - val_loss: 0.4734 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3054 - acc: 0.8889 - auc_min: 0.9249 - auc_max: 0.9263 - val_loss: 0.4764 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3274 - acc: 0.8796 - auc_min: 0.9112 - auc_max: 0.9139 - val_loss: 0.4787 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3066 - acc: 0.8981 - auc_min: 0.9252 - auc_max: 0.9276 - val_loss: 0.4814 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3020 - acc: 0.8704 - auc_min: 0.9314 - auc_max: 0.9321 - val_loss: 0.4828 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3063 - acc: 0.8889 - auc_min: 0.9256 - auc_max: 0.9273 - val_loss: 0.4822 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3111 - acc: 0.8796 - auc_min: 0.9228 - auc_max: 0.9263 - val_loss: 0.4805 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3007 - acc: 0.8704 - auc_min: 0.9204 - auc_max: 0.9239 - val_loss: 0.4778 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3012 - acc: 0.8889 - auc_min: 0.9246 - auc_max: 0.9270 - val_loss: 0.4736 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2969 - acc: 0.8981 - auc_min: 0.9300 - auc_max: 0.9304 - val_loss: 0.4697 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3095 - acc: 0.8889 - auc_min: 0.9252 - auc_max: 0.9270 - val_loss: 0.4671 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3007 - acc: 0.8796 - auc_min: 0.9256 - auc_max: 0.9273 - val_loss: 0.4650 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2911 - acc: 0.8981 - auc_min: 0.9348 - auc_max: 0.9362 - val_loss: 0.4640 - val_acc: 0.8056 - val_auc_min: 0.8765 - val_auc_max: 0.8765\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3100 - acc: 0.8981 - auc_min: 0.9235 - auc_max: 0.9252 - val_loss: 0.4642 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2969 - acc: 0.8889 - auc_min: 0.9369 - auc_max: 0.9386 - val_loss: 0.4652 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3119 - acc: 0.8889 - auc_min: 0.9239 - auc_max: 0.9266 - val_loss: 0.4670 - val_acc: 0.8056 - val_auc_min: 0.8735 - val_auc_max: 0.8765\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3195 - acc: 0.8704 - auc_min: 0.9218 - auc_max: 0.9252 - val_loss: 0.4686 - val_acc: 0.8056 - val_auc_min: 0.8765 - val_auc_max: 0.8765\n",
            "2/2 [==============================] - 1s 93ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.1730 - acc: 0.4907 - auc_min: 0.2754 - auc_max: 0.2994 - val_loss: 0.6335 - val_acc: 0.5000 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8857 - acc: 0.4444 - auc_min: 0.3028 - auc_max: 0.3152 - val_loss: 0.5622 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.6968 - acc: 0.6204 - auc_min: 0.5868 - auc_max: 0.6029 - val_loss: 0.6065 - val_acc: 0.5278 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.7122 - acc: 0.5370 - auc_min: 0.6972 - auc_max: 0.7040 - val_loss: 0.6349 - val_acc: 0.5278 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.6967 - acc: 0.5185 - auc_min: 0.7936 - auc_max: 0.8018 - val_loss: 0.6115 - val_acc: 0.5278 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6814 - acc: 0.5278 - auc_min: 0.8248 - auc_max: 0.8320 - val_loss: 0.5519 - val_acc: 0.6111 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6500 - acc: 0.5463 - auc_min: 0.8169 - auc_max: 0.8234 - val_loss: 0.4839 - val_acc: 0.7222 - val_auc_min: 0.9444 - val_auc_max: 0.9722\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5529 - acc: 0.6667 - auc_min: 0.8584 - auc_max: 0.8659 - val_loss: 0.4324 - val_acc: 0.9444 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5118 - acc: 0.7407 - auc_min: 0.8447 - auc_max: 0.8495 - val_loss: 0.4095 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.4658 - acc: 0.8056 - auc_min: 0.8659 - auc_max: 0.8717 - val_loss: 0.4121 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.4563 - acc: 0.7963 - auc_min: 0.8717 - auc_max: 0.8769 - val_loss: 0.4266 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.4653 - acc: 0.8148 - auc_min: 0.8539 - auc_max: 0.8611 - val_loss: 0.4381 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.4650 - acc: 0.8241 - auc_min: 0.8591 - auc_max: 0.8676 - val_loss: 0.4377 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.4619 - acc: 0.8148 - auc_min: 0.8645 - auc_max: 0.8711 - val_loss: 0.4243 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4490 - acc: 0.8241 - auc_min: 0.8611 - auc_max: 0.8649 - val_loss: 0.4028 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4205 - acc: 0.8333 - auc_min: 0.8738 - auc_max: 0.8800 - val_loss: 0.3792 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4005 - acc: 0.8241 - auc_min: 0.8882 - auc_max: 0.8920 - val_loss: 0.3589 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3996 - acc: 0.8241 - auc_min: 0.8711 - auc_max: 0.8728 - val_loss: 0.3451 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3665 - acc: 0.8241 - auc_min: 0.9126 - auc_max: 0.9177 - val_loss: 0.3376 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3851 - acc: 0.8241 - auc_min: 0.8831 - auc_max: 0.8865 - val_loss: 0.3349 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3762 - acc: 0.8333 - auc_min: 0.8868 - auc_max: 0.8896 - val_loss: 0.3343 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3884 - acc: 0.8056 - auc_min: 0.8831 - auc_max: 0.8855 - val_loss: 0.3336 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.3847 - acc: 0.7963 - auc_min: 0.8892 - auc_max: 0.8930 - val_loss: 0.3319 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3699 - acc: 0.8148 - auc_min: 0.9029 - auc_max: 0.9060 - val_loss: 0.3293 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3807 - acc: 0.8148 - auc_min: 0.8913 - auc_max: 0.8927 - val_loss: 0.3269 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.3709 - acc: 0.8241 - auc_min: 0.8968 - auc_max: 0.8988 - val_loss: 0.3264 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3656 - acc: 0.8333 - auc_min: 0.8933 - auc_max: 0.8971 - val_loss: 0.3284 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3588 - acc: 0.8426 - auc_min: 0.8954 - auc_max: 0.8975 - val_loss: 0.3330 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3456 - acc: 0.8426 - auc_min: 0.9019 - auc_max: 0.9043 - val_loss: 0.3391 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3639 - acc: 0.8426 - auc_min: 0.8896 - auc_max: 0.8916 - val_loss: 0.3456 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3661 - acc: 0.8611 - auc_min: 0.8861 - auc_max: 0.8913 - val_loss: 0.3506 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3737 - acc: 0.8426 - auc_min: 0.8872 - auc_max: 0.8903 - val_loss: 0.3529 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3746 - acc: 0.8611 - auc_min: 0.8786 - auc_max: 0.8813 - val_loss: 0.3524 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3618 - acc: 0.8611 - auc_min: 0.8885 - auc_max: 0.8920 - val_loss: 0.3498 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3549 - acc: 0.8611 - auc_min: 0.8988 - auc_max: 0.8999 - val_loss: 0.3459 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3505 - acc: 0.8611 - auc_min: 0.8964 - auc_max: 0.8999 - val_loss: 0.3420 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3677 - acc: 0.8426 - auc_min: 0.8813 - auc_max: 0.8834 - val_loss: 0.3394 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3583 - acc: 0.8426 - auc_min: 0.8868 - auc_max: 0.8885 - val_loss: 0.3376 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3501 - acc: 0.8519 - auc_min: 0.8971 - auc_max: 0.8995 - val_loss: 0.3369 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3539 - acc: 0.8519 - auc_min: 0.8981 - auc_max: 0.8999 - val_loss: 0.3373 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3571 - acc: 0.8519 - auc_min: 0.8906 - auc_max: 0.8927 - val_loss: 0.3383 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3607 - acc: 0.8519 - auc_min: 0.8882 - auc_max: 0.8909 - val_loss: 0.3401 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3465 - acc: 0.8519 - auc_min: 0.8981 - auc_max: 0.9026 - val_loss: 0.3425 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3610 - acc: 0.8426 - auc_min: 0.8899 - auc_max: 0.8913 - val_loss: 0.3458 - val_acc: 0.9722 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3457 - acc: 0.8519 - auc_min: 0.9023 - auc_max: 0.9029 - val_loss: 0.3500 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3560 - acc: 0.8426 - auc_min: 0.8923 - auc_max: 0.8944 - val_loss: 0.3548 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "2/2 [==============================] - 1s 97ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.9701 - acc: 0.5000 - auc_min: 0.2634 - auc_max: 0.2805 - val_loss: 0.8498 - val_acc: 0.5556 - val_auc_min: 0.2778 - val_auc_max: 0.2778\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7786 - acc: 0.3704 - auc_min: 0.3254 - auc_max: 0.3381 - val_loss: 0.8401 - val_acc: 0.3611 - val_auc_min: 0.3519 - val_auc_max: 0.3704\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7100 - acc: 0.5463 - auc_min: 0.5912 - auc_max: 0.6080 - val_loss: 0.8393 - val_acc: 0.3889 - val_auc_min: 0.4815 - val_auc_max: 0.4877\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6887 - acc: 0.5556 - auc_min: 0.7750 - auc_max: 0.7850 - val_loss: 0.8076 - val_acc: 0.4167 - val_auc_min: 0.5556 - val_auc_max: 0.5556\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6352 - acc: 0.6019 - auc_min: 0.8042 - auc_max: 0.8131 - val_loss: 0.7782 - val_acc: 0.4722 - val_auc_min: 0.5370 - val_auc_max: 0.5370\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.5686 - acc: 0.6852 - auc_min: 0.8443 - auc_max: 0.8488 - val_loss: 0.7791 - val_acc: 0.5556 - val_auc_min: 0.5370 - val_auc_max: 0.5370\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.5014 - acc: 0.8056 - auc_min: 0.8913 - auc_max: 0.8937 - val_loss: 0.8143 - val_acc: 0.6667 - val_auc_min: 0.5123 - val_auc_max: 0.5370\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.4822 - acc: 0.7870 - auc_min: 0.8676 - auc_max: 0.8714 - val_loss: 0.8667 - val_acc: 0.6667 - val_auc_min: 0.4383 - val_auc_max: 0.4815\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.4679 - acc: 0.8333 - auc_min: 0.8909 - auc_max: 0.8940 - val_loss: 0.9115 - val_acc: 0.6667 - val_auc_min: 0.4259 - val_auc_max: 0.4321\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.4467 - acc: 0.8333 - auc_min: 0.9132 - auc_max: 0.9167 - val_loss: 0.9359 - val_acc: 0.6667 - val_auc_min: 0.4259 - val_auc_max: 0.4259\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.4040 - acc: 0.8333 - auc_min: 0.9215 - auc_max: 0.9249 - val_loss: 0.9454 - val_acc: 0.6667 - val_auc_min: 0.4259 - val_auc_max: 0.4444\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.4135 - acc: 0.8426 - auc_min: 0.8927 - auc_max: 0.8947 - val_loss: 0.9442 - val_acc: 0.6667 - val_auc_min: 0.4444 - val_auc_max: 0.4506\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3604 - acc: 0.8426 - auc_min: 0.9342 - auc_max: 0.9379 - val_loss: 0.9419 - val_acc: 0.6667 - val_auc_min: 0.4506 - val_auc_max: 0.4599\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3478 - acc: 0.8241 - auc_min: 0.9393 - auc_max: 0.9410 - val_loss: 0.9439 - val_acc: 0.6667 - val_auc_min: 0.4537 - val_auc_max: 0.4630\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3454 - acc: 0.8426 - auc_min: 0.9324 - auc_max: 0.9355 - val_loss: 0.9538 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3331 - acc: 0.8704 - auc_min: 0.9324 - auc_max: 0.9331 - val_loss: 0.9723 - val_acc: 0.6111 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3179 - acc: 0.8796 - auc_min: 0.9458 - auc_max: 0.9482 - val_loss: 0.9996 - val_acc: 0.5833 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3237 - acc: 0.8704 - auc_min: 0.9386 - auc_max: 0.9407 - val_loss: 1.0347 - val_acc: 0.6111 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3210 - acc: 0.8333 - auc_min: 0.9342 - auc_max: 0.9355 - val_loss: 1.0767 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.4815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3319 - acc: 0.8519 - auc_min: 0.9235 - auc_max: 0.9259 - val_loss: 1.1252 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.5000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3020 - acc: 0.8704 - auc_min: 0.9438 - auc_max: 0.9458 - val_loss: 1.1762 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2963 - acc: 0.8426 - auc_min: 0.9451 - auc_max: 0.9475 - val_loss: 1.2265 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.5000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2752 - acc: 0.8426 - auc_min: 0.9612 - auc_max: 0.9633 - val_loss: 1.2757 - val_acc: 0.6389 - val_auc_min: 0.4537 - val_auc_max: 0.5000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2934 - acc: 0.8704 - auc_min: 0.9441 - auc_max: 0.9458 - val_loss: 1.3226 - val_acc: 0.6389 - val_auc_min: 0.4537 - val_auc_max: 0.5000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2999 - acc: 0.8611 - auc_min: 0.9348 - auc_max: 0.9369 - val_loss: 1.3643 - val_acc: 0.6389 - val_auc_min: 0.4630 - val_auc_max: 0.5000\n",
            "2/2 [==============================] - 1s 91ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.1334 - acc: 0.5000 - auc_min: 0.3471 - auc_max: 0.3649 - val_loss: 0.9484 - val_acc: 0.5000 - val_auc_min: 0.0185 - val_auc_max: 0.0556\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8757 - acc: 0.4259 - auc_min: 0.3409 - auc_max: 0.3525 - val_loss: 0.9084 - val_acc: 0.2500 - val_auc_min: 0.0926 - val_auc_max: 0.1111\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8156 - acc: 0.4074 - auc_min: 0.3354 - auc_max: 0.3436 - val_loss: 0.8994 - val_acc: 0.4167 - val_auc_min: 0.2191 - val_auc_max: 0.2562\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7893 - acc: 0.4722 - auc_min: 0.4191 - auc_max: 0.4318 - val_loss: 0.8394 - val_acc: 0.4444 - val_auc_min: 0.4259 - val_auc_max: 0.4259\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7939 - acc: 0.4907 - auc_min: 0.4818 - auc_max: 0.4976 - val_loss: 0.7291 - val_acc: 0.4722 - val_auc_min: 0.6667 - val_auc_max: 0.6852\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7544 - acc: 0.5185 - auc_min: 0.5833 - auc_max: 0.5967 - val_loss: 0.6073 - val_acc: 0.6389 - val_auc_min: 0.8889 - val_auc_max: 0.8981\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6915 - acc: 0.5648 - auc_min: 0.6526 - auc_max: 0.6650 - val_loss: 0.5119 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6070 - acc: 0.6759 - auc_min: 0.7668 - auc_max: 0.7795 - val_loss: 0.4629 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5819 - acc: 0.7222 - auc_min: 0.8206 - auc_max: 0.8302 - val_loss: 0.4526 - val_acc: 0.7778 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.5559 - acc: 0.7685 - auc_min: 0.8580 - auc_max: 0.8649 - val_loss: 0.4584 - val_acc: 0.7500 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.5716 - acc: 0.6296 - auc_min: 0.8337 - auc_max: 0.8471 - val_loss: 0.4581 - val_acc: 0.7222 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5309 - acc: 0.7407 - auc_min: 0.8957 - auc_max: 0.9012 - val_loss: 0.4444 - val_acc: 0.7222 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5186 - acc: 0.7315 - auc_min: 0.9143 - auc_max: 0.9194 - val_loss: 0.4160 - val_acc: 0.7500 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5024 - acc: 0.7685 - auc_min: 0.8975 - auc_max: 0.9023 - val_loss: 0.3790 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4618 - acc: 0.8704 - auc_min: 0.9235 - auc_max: 0.9270 - val_loss: 0.3403 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4527 - acc: 0.8519 - auc_min: 0.9105 - auc_max: 0.9167 - val_loss: 0.3060 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4390 - acc: 0.8241 - auc_min: 0.9084 - auc_max: 0.9119 - val_loss: 0.2802 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4496 - acc: 0.7963 - auc_min: 0.9057 - auc_max: 0.9095 - val_loss: 0.2635 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4363 - acc: 0.7963 - auc_min: 0.9132 - auc_max: 0.9156 - val_loss: 0.2561 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.4225 - acc: 0.8148 - auc_min: 0.9259 - auc_max: 0.9307 - val_loss: 0.2571 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.4295 - acc: 0.8056 - auc_min: 0.9088 - auc_max: 0.9119 - val_loss: 0.2668 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.4050 - acc: 0.8241 - auc_min: 0.9345 - auc_max: 0.9372 - val_loss: 0.2847 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.4022 - acc: 0.8426 - auc_min: 0.9143 - auc_max: 0.9187 - val_loss: 0.3083 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3969 - acc: 0.8426 - auc_min: 0.9119 - auc_max: 0.9170 - val_loss: 0.3334 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3882 - acc: 0.8611 - auc_min: 0.9122 - auc_max: 0.9150 - val_loss: 0.3563 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3879 - acc: 0.8704 - auc_min: 0.9180 - auc_max: 0.9208 - val_loss: 0.3717 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3749 - acc: 0.8704 - auc_min: 0.9150 - auc_max: 0.9184 - val_loss: 0.3791 - val_acc: 0.8056 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3674 - acc: 0.8611 - auc_min: 0.9290 - auc_max: 0.9321 - val_loss: 0.3781 - val_acc: 0.8056 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3734 - acc: 0.8611 - auc_min: 0.9204 - auc_max: 0.9246 - val_loss: 0.3697 - val_acc: 0.8056 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3523 - acc: 0.8796 - auc_min: 0.9424 - auc_max: 0.9444 - val_loss: 0.3548 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3743 - acc: 0.8889 - auc_min: 0.9156 - auc_max: 0.9184 - val_loss: 0.3358 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3720 - acc: 0.8519 - auc_min: 0.9177 - auc_max: 0.9208 - val_loss: 0.3173 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3372 - acc: 0.8981 - auc_min: 0.9383 - auc_max: 0.9403 - val_loss: 0.3004 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3491 - acc: 0.8796 - auc_min: 0.9218 - auc_max: 0.9246 - val_loss: 0.2878 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3472 - acc: 0.8796 - auc_min: 0.9431 - auc_max: 0.9458 - val_loss: 0.2820 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3540 - acc: 0.8796 - auc_min: 0.9249 - auc_max: 0.9287 - val_loss: 0.2813 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3449 - acc: 0.8704 - auc_min: 0.9273 - auc_max: 0.9311 - val_loss: 0.2855 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3531 - acc: 0.8704 - auc_min: 0.9208 - auc_max: 0.9218 - val_loss: 0.2942 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3452 - acc: 0.8704 - auc_min: 0.9304 - auc_max: 0.9335 - val_loss: 0.3048 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 104ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.0333 - acc: 0.5000 - auc_min: 0.6509 - auc_max: 0.6691 - val_loss: 0.6587 - val_acc: 0.6111 - val_auc_min: 0.8148 - val_auc_max: 0.8148\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7246 - acc: 0.5000 - auc_min: 0.6715 - auc_max: 0.6883 - val_loss: 0.5968 - val_acc: 0.6667 - val_auc_min: 0.8642 - val_auc_max: 0.8827\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.6406 - acc: 0.5926 - auc_min: 0.6667 - auc_max: 0.6794 - val_loss: 0.6599 - val_acc: 0.5000 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.6898 - acc: 0.6296 - auc_min: 0.6845 - auc_max: 0.6982 - val_loss: 0.6713 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.7279 - acc: 0.5648 - auc_min: 0.7263 - auc_max: 0.7387 - val_loss: 0.6054 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6693 - acc: 0.6204 - auc_min: 0.7990 - auc_max: 0.8107 - val_loss: 0.5077 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5942 - acc: 0.7130 - auc_min: 0.8021 - auc_max: 0.8076 - val_loss: 0.4253 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5603 - acc: 0.7407 - auc_min: 0.7881 - auc_max: 0.7963 - val_loss: 0.3807 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5181 - acc: 0.7778 - auc_min: 0.8426 - auc_max: 0.8505 - val_loss: 0.3721 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.5080 - acc: 0.7778 - auc_min: 0.8755 - auc_max: 0.8837 - val_loss: 0.3804 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.5043 - acc: 0.7778 - auc_min: 0.8721 - auc_max: 0.8779 - val_loss: 0.3851 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.5063 - acc: 0.7315 - auc_min: 0.8618 - auc_max: 0.8683 - val_loss: 0.3754 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5071 - acc: 0.7500 - auc_min: 0.8573 - auc_max: 0.8628 - val_loss: 0.3504 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4620 - acc: 0.7685 - auc_min: 0.9071 - auc_max: 0.9112 - val_loss: 0.3160 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4642 - acc: 0.7685 - auc_min: 0.8659 - auc_max: 0.8704 - val_loss: 0.2807 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4481 - acc: 0.7870 - auc_min: 0.8717 - auc_max: 0.8769 - val_loss: 0.2496 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4317 - acc: 0.7778 - auc_min: 0.9016 - auc_max: 0.9057 - val_loss: 0.2263 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4258 - acc: 0.7963 - auc_min: 0.8779 - auc_max: 0.8841 - val_loss: 0.2096 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4071 - acc: 0.8241 - auc_min: 0.9136 - auc_max: 0.9163 - val_loss: 0.1978 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4146 - acc: 0.8333 - auc_min: 0.8916 - auc_max: 0.8954 - val_loss: 0.1903 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4090 - acc: 0.7963 - auc_min: 0.9074 - auc_max: 0.9129 - val_loss: 0.1869 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.4023 - acc: 0.8241 - auc_min: 0.9060 - auc_max: 0.9098 - val_loss: 0.1885 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3686 - acc: 0.8333 - auc_min: 0.9348 - auc_max: 0.9362 - val_loss: 0.1953 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3813 - acc: 0.8333 - auc_min: 0.9105 - auc_max: 0.9136 - val_loss: 0.2068 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3666 - acc: 0.8426 - auc_min: 0.9211 - auc_max: 0.9249 - val_loss: 0.2202 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3745 - acc: 0.8241 - auc_min: 0.9119 - auc_max: 0.9160 - val_loss: 0.2333 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3766 - acc: 0.8148 - auc_min: 0.8985 - auc_max: 0.9016 - val_loss: 0.2427 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3664 - acc: 0.8426 - auc_min: 0.9019 - auc_max: 0.9040 - val_loss: 0.2458 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3594 - acc: 0.8056 - auc_min: 0.9242 - auc_max: 0.9276 - val_loss: 0.2422 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3671 - acc: 0.8241 - auc_min: 0.9136 - auc_max: 0.9150 - val_loss: 0.2317 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3457 - acc: 0.8426 - auc_min: 0.9249 - auc_max: 0.9273 - val_loss: 0.2179 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3330 - acc: 0.8519 - auc_min: 0.9396 - auc_max: 0.9410 - val_loss: 0.2038 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3453 - acc: 0.8519 - auc_min: 0.9239 - auc_max: 0.9263 - val_loss: 0.1908 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3320 - acc: 0.8611 - auc_min: 0.9393 - auc_max: 0.9420 - val_loss: 0.1794 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3396 - acc: 0.8426 - auc_min: 0.9328 - auc_max: 0.9362 - val_loss: 0.1712 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3398 - acc: 0.8519 - auc_min: 0.9143 - auc_max: 0.9163 - val_loss: 0.1660 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3509 - acc: 0.8426 - auc_min: 0.9064 - auc_max: 0.9091 - val_loss: 0.1640 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3360 - acc: 0.8704 - auc_min: 0.9225 - auc_max: 0.9249 - val_loss: 0.1651 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.3321 - acc: 0.8611 - auc_min: 0.9287 - auc_max: 0.9314 - val_loss: 0.1683 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3172 - acc: 0.8519 - auc_min: 0.9393 - auc_max: 0.9434 - val_loss: 0.1728 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3188 - acc: 0.8704 - auc_min: 0.9369 - auc_max: 0.9400 - val_loss: 0.1772 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3244 - acc: 0.8519 - auc_min: 0.9342 - auc_max: 0.9352 - val_loss: 0.1787 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3356 - acc: 0.8333 - auc_min: 0.9338 - auc_max: 0.9359 - val_loss: 0.1769 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3268 - acc: 0.8426 - auc_min: 0.9300 - auc_max: 0.9335 - val_loss: 0.1735 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3044 - acc: 0.8333 - auc_min: 0.9527 - auc_max: 0.9534 - val_loss: 0.1684 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3111 - acc: 0.8611 - auc_min: 0.9386 - auc_max: 0.9420 - val_loss: 0.1604 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3195 - acc: 0.8426 - auc_min: 0.9431 - auc_max: 0.9458 - val_loss: 0.1527 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3161 - acc: 0.8611 - auc_min: 0.9420 - auc_max: 0.9455 - val_loss: 0.1472 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3122 - acc: 0.8704 - auc_min: 0.9372 - auc_max: 0.9400 - val_loss: 0.1424 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2997 - acc: 0.8426 - auc_min: 0.9520 - auc_max: 0.9540 - val_loss: 0.1383 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3008 - acc: 0.8611 - auc_min: 0.9479 - auc_max: 0.9506 - val_loss: 0.1351 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3189 - acc: 0.8426 - auc_min: 0.9403 - auc_max: 0.9414 - val_loss: 0.1336 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2994 - acc: 0.8611 - auc_min: 0.9462 - auc_max: 0.9472 - val_loss: 0.1324 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2996 - acc: 0.8611 - auc_min: 0.9465 - auc_max: 0.9486 - val_loss: 0.1310 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3048 - acc: 0.8704 - auc_min: 0.9444 - auc_max: 0.9451 - val_loss: 0.1319 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2980 - acc: 0.8704 - auc_min: 0.9482 - auc_max: 0.9506 - val_loss: 0.1325 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3056 - acc: 0.8426 - auc_min: 0.9448 - auc_max: 0.9489 - val_loss: 0.1323 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2960 - acc: 0.8426 - auc_min: 0.9472 - auc_max: 0.9486 - val_loss: 0.1313 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2875 - acc: 0.8704 - auc_min: 0.9537 - auc_max: 0.9564 - val_loss: 0.1294 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3096 - acc: 0.8333 - auc_min: 0.9475 - auc_max: 0.9489 - val_loss: 0.1257 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3042 - acc: 0.8611 - auc_min: 0.9465 - auc_max: 0.9472 - val_loss: 0.1210 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2823 - acc: 0.8611 - auc_min: 0.9609 - auc_max: 0.9612 - val_loss: 0.1181 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2867 - acc: 0.8704 - auc_min: 0.9527 - auc_max: 0.9534 - val_loss: 0.1160 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2851 - acc: 0.8611 - auc_min: 0.9534 - auc_max: 0.9544 - val_loss: 0.1141 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2987 - acc: 0.8611 - auc_min: 0.9462 - auc_max: 0.9479 - val_loss: 0.1125 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2835 - acc: 0.8704 - auc_min: 0.9530 - auc_max: 0.9540 - val_loss: 0.1112 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2882 - acc: 0.8519 - auc_min: 0.9520 - auc_max: 0.9537 - val_loss: 0.1101 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2985 - acc: 0.8611 - auc_min: 0.9496 - auc_max: 0.9513 - val_loss: 0.1093 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2799 - acc: 0.8889 - auc_min: 0.9606 - auc_max: 0.9612 - val_loss: 0.1085 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2856 - acc: 0.8704 - auc_min: 0.9571 - auc_max: 0.9585 - val_loss: 0.1088 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2561 - acc: 0.8611 - auc_min: 0.9650 - auc_max: 0.9660 - val_loss: 0.1106 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2806 - acc: 0.8796 - auc_min: 0.9551 - auc_max: 0.9568 - val_loss: 0.1118 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2762 - acc: 0.8519 - auc_min: 0.9582 - auc_max: 0.9592 - val_loss: 0.1114 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2978 - acc: 0.8704 - auc_min: 0.9427 - auc_max: 0.9434 - val_loss: 0.1106 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2864 - acc: 0.8426 - auc_min: 0.9551 - auc_max: 0.9558 - val_loss: 0.1099 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2886 - acc: 0.8519 - auc_min: 0.9510 - auc_max: 0.9516 - val_loss: 0.1067 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2657 - acc: 0.8796 - auc_min: 0.9657 - auc_max: 0.9664 - val_loss: 0.1041 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2733 - acc: 0.8611 - auc_min: 0.9640 - auc_max: 0.9647 - val_loss: 0.1025 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2859 - acc: 0.8704 - auc_min: 0.9568 - auc_max: 0.9595 - val_loss: 0.1033 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2808 - acc: 0.8611 - auc_min: 0.9523 - auc_max: 0.9534 - val_loss: 0.1052 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 81/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2587 - acc: 0.8796 - auc_min: 0.9678 - auc_max: 0.9681 - val_loss: 0.1058 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 82/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2732 - acc: 0.8704 - auc_min: 0.9609 - auc_max: 0.9623 - val_loss: 0.1081 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 83/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2702 - acc: 0.8704 - auc_min: 0.9640 - auc_max: 0.9647 - val_loss: 0.1102 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 84/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2718 - acc: 0.8704 - auc_min: 0.9561 - auc_max: 0.9575 - val_loss: 0.1081 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 85/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2848 - acc: 0.8519 - auc_min: 0.9544 - auc_max: 0.9564 - val_loss: 0.1058 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 86/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2806 - acc: 0.8519 - auc_min: 0.9561 - auc_max: 0.9568 - val_loss: 0.1020 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 87/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2632 - acc: 0.8611 - auc_min: 0.9667 - auc_max: 0.9674 - val_loss: 0.0977 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 88/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2823 - acc: 0.8796 - auc_min: 0.9551 - auc_max: 0.9571 - val_loss: 0.0933 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 89/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2784 - acc: 0.8611 - auc_min: 0.9578 - auc_max: 0.9592 - val_loss: 0.0911 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 90/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2535 - acc: 0.8611 - auc_min: 0.9678 - auc_max: 0.9688 - val_loss: 0.0892 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 91/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2663 - acc: 0.8704 - auc_min: 0.9551 - auc_max: 0.9558 - val_loss: 0.0899 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 92/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2504 - acc: 0.8796 - auc_min: 0.9702 - auc_max: 0.9709 - val_loss: 0.0931 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 93/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2690 - acc: 0.8519 - auc_min: 0.9571 - auc_max: 0.9571 - val_loss: 0.0986 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 94/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2493 - acc: 0.8796 - auc_min: 0.9698 - auc_max: 0.9712 - val_loss: 0.1041 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 95/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2860 - acc: 0.8519 - auc_min: 0.9534 - auc_max: 0.9558 - val_loss: 0.1047 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 96/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2592 - acc: 0.8889 - auc_min: 0.9643 - auc_max: 0.9654 - val_loss: 0.1030 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 97/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2676 - acc: 0.8611 - auc_min: 0.9558 - auc_max: 0.9558 - val_loss: 0.0986 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 98/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2794 - acc: 0.8611 - auc_min: 0.9602 - auc_max: 0.9619 - val_loss: 0.0945 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 99/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2665 - acc: 0.8611 - auc_min: 0.9616 - auc_max: 0.9636 - val_loss: 0.0912 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 100/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2526 - acc: 0.8704 - auc_min: 0.9643 - auc_max: 0.9650 - val_loss: 0.0873 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 101/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2605 - acc: 0.8796 - auc_min: 0.9623 - auc_max: 0.9633 - val_loss: 0.0843 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 102/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2392 - acc: 0.8981 - auc_min: 0.9750 - auc_max: 0.9753 - val_loss: 0.0826 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 103/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2634 - acc: 0.8519 - auc_min: 0.9660 - auc_max: 0.9671 - val_loss: 0.0848 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 104/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2700 - acc: 0.8426 - auc_min: 0.9561 - auc_max: 0.9571 - val_loss: 0.0882 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 105/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2590 - acc: 0.8796 - auc_min: 0.9647 - auc_max: 0.9657 - val_loss: 0.0916 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 106/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2696 - acc: 0.8796 - auc_min: 0.9544 - auc_max: 0.9554 - val_loss: 0.0932 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 107/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2729 - acc: 0.8796 - auc_min: 0.9544 - auc_max: 0.9554 - val_loss: 0.0926 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 108/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2628 - acc: 0.8611 - auc_min: 0.9612 - auc_max: 0.9623 - val_loss: 0.0904 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 109/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2606 - acc: 0.8704 - auc_min: 0.9609 - auc_max: 0.9623 - val_loss: 0.0884 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 110/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2541 - acc: 0.8611 - auc_min: 0.9650 - auc_max: 0.9660 - val_loss: 0.0872 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 111/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2497 - acc: 0.8704 - auc_min: 0.9664 - auc_max: 0.9671 - val_loss: 0.0851 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 112/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2602 - acc: 0.8611 - auc_min: 0.9626 - auc_max: 0.9636 - val_loss: 0.0842 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 113/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2405 - acc: 0.8981 - auc_min: 0.9729 - auc_max: 0.9739 - val_loss: 0.0846 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 114/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2572 - acc: 0.8611 - auc_min: 0.9660 - auc_max: 0.9664 - val_loss: 0.0869 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 115/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2679 - acc: 0.8611 - auc_min: 0.9612 - auc_max: 0.9616 - val_loss: 0.0884 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 116/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2471 - acc: 0.8704 - auc_min: 0.9654 - auc_max: 0.9671 - val_loss: 0.0896 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 117/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2713 - acc: 0.8519 - auc_min: 0.9595 - auc_max: 0.9612 - val_loss: 0.0917 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 118/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2366 - acc: 0.8889 - auc_min: 0.9729 - auc_max: 0.9733 - val_loss: 0.0907 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 119/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2539 - acc: 0.8796 - auc_min: 0.9654 - auc_max: 0.9657 - val_loss: 0.0878 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 120/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2530 - acc: 0.8704 - auc_min: 0.9664 - auc_max: 0.9698 - val_loss: 0.0859 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 121/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2625 - acc: 0.8704 - auc_min: 0.9619 - auc_max: 0.9626 - val_loss: 0.0851 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 122/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.2611 - acc: 0.8611 - auc_min: 0.9616 - auc_max: 0.9619 - val_loss: 0.0859 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 102ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8324 - acc: 0.5000 - auc_min: 0.8460 - auc_max: 0.8560 - val_loss: 0.7035 - val_acc: 0.6111 - val_auc_min: 0.6296 - val_auc_max: 0.6481\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6128 - acc: 0.6574 - auc_min: 0.7870 - auc_max: 0.7936 - val_loss: 0.6499 - val_acc: 0.6944 - val_auc_min: 0.6481 - val_auc_max: 0.6481\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.5575 - acc: 0.7315 - auc_min: 0.8134 - auc_max: 0.8200 - val_loss: 0.6864 - val_acc: 0.6111 - val_auc_min: 0.6481 - val_auc_max: 0.6481\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.5819 - acc: 0.6944 - auc_min: 0.8316 - auc_max: 0.8402 - val_loss: 0.6932 - val_acc: 0.6111 - val_auc_min: 0.6667 - val_auc_max: 0.6667\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.6131 - acc: 0.6759 - auc_min: 0.8224 - auc_max: 0.8313 - val_loss: 0.6636 - val_acc: 0.5556 - val_auc_min: 0.6667 - val_auc_max: 0.6667\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5227 - acc: 0.7870 - auc_min: 0.8741 - auc_max: 0.8789 - val_loss: 0.6332 - val_acc: 0.7222 - val_auc_min: 0.6667 - val_auc_max: 0.6667\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5125 - acc: 0.8056 - auc_min: 0.8464 - auc_max: 0.8539 - val_loss: 0.6216 - val_acc: 0.6944 - val_auc_min: 0.6667 - val_auc_max: 0.6852\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.4692 - acc: 0.8148 - auc_min: 0.8611 - auc_max: 0.8669 - val_loss: 0.6332 - val_acc: 0.6667 - val_auc_min: 0.6852 - val_auc_max: 0.6852\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.4563 - acc: 0.7870 - auc_min: 0.8755 - auc_max: 0.8789 - val_loss: 0.6570 - val_acc: 0.6667 - val_auc_min: 0.7006 - val_auc_max: 0.7037\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.4321 - acc: 0.7685 - auc_min: 0.8971 - auc_max: 0.9002 - val_loss: 0.6776 - val_acc: 0.6111 - val_auc_min: 0.7037 - val_auc_max: 0.7037\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.4325 - acc: 0.8148 - auc_min: 0.9201 - auc_max: 0.9222 - val_loss: 0.6859 - val_acc: 0.6111 - val_auc_min: 0.7037 - val_auc_max: 0.7068\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.4555 - acc: 0.7593 - auc_min: 0.8861 - auc_max: 0.8909 - val_loss: 0.6824 - val_acc: 0.6667 - val_auc_min: 0.7037 - val_auc_max: 0.7068\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.4442 - acc: 0.7593 - auc_min: 0.8927 - auc_max: 0.8957 - val_loss: 0.6724 - val_acc: 0.6667 - val_auc_min: 0.7037 - val_auc_max: 0.7130\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.4025 - acc: 0.7870 - auc_min: 0.9071 - auc_max: 0.9105 - val_loss: 0.6637 - val_acc: 0.6667 - val_auc_min: 0.7160 - val_auc_max: 0.7222\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.4019 - acc: 0.8148 - auc_min: 0.8933 - auc_max: 0.8954 - val_loss: 0.6600 - val_acc: 0.6667 - val_auc_min: 0.7191 - val_auc_max: 0.7222\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3995 - acc: 0.8241 - auc_min: 0.8964 - auc_max: 0.8985 - val_loss: 0.6618 - val_acc: 0.6667 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3842 - acc: 0.8241 - auc_min: 0.9139 - auc_max: 0.9174 - val_loss: 0.6680 - val_acc: 0.6944 - val_auc_min: 0.7037 - val_auc_max: 0.7222\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.4042 - acc: 0.8426 - auc_min: 0.8995 - auc_max: 0.9023 - val_loss: 0.6747 - val_acc: 0.6944 - val_auc_min: 0.7037 - val_auc_max: 0.7222\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.4055 - acc: 0.8333 - auc_min: 0.8879 - auc_max: 0.8923 - val_loss: 0.6803 - val_acc: 0.6944 - val_auc_min: 0.7037 - val_auc_max: 0.7222\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3830 - acc: 0.8519 - auc_min: 0.9095 - auc_max: 0.9108 - val_loss: 0.6844 - val_acc: 0.6944 - val_auc_min: 0.7037 - val_auc_max: 0.7222\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3916 - acc: 0.8426 - auc_min: 0.8961 - auc_max: 0.8999 - val_loss: 0.6875 - val_acc: 0.6944 - val_auc_min: 0.7037 - val_auc_max: 0.7191\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3814 - acc: 0.8426 - auc_min: 0.9040 - auc_max: 0.9074 - val_loss: 0.6909 - val_acc: 0.6667 - val_auc_min: 0.7037 - val_auc_max: 0.7099\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3833 - acc: 0.8426 - auc_min: 0.9053 - auc_max: 0.9081 - val_loss: 0.6952 - val_acc: 0.6667 - val_auc_min: 0.7037 - val_auc_max: 0.7037\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.3756 - acc: 0.8148 - auc_min: 0.9071 - auc_max: 0.9091 - val_loss: 0.7007 - val_acc: 0.6667 - val_auc_min: 0.7160 - val_auc_max: 0.7222\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 800ms/step - loss: 0.3714 - acc: 0.8056 - auc_min: 0.9112 - auc_max: 0.9129 - val_loss: 0.7072 - val_acc: 0.6667 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3643 - acc: 0.8056 - auc_min: 0.9095 - auc_max: 0.9115 - val_loss: 0.7135 - val_acc: 0.6667 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3702 - acc: 0.8056 - auc_min: 0.9005 - auc_max: 0.9019 - val_loss: 0.7188 - val_acc: 0.6667 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "2/2 [==============================] - 1s 90ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6487 - acc: 0.6204 - auc_min: 0.6735 - auc_max: 0.6828 - val_loss: 0.5376 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6012 - acc: 0.7315 - auc_min: 0.7418 - auc_max: 0.7524 - val_loss: 0.5000 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5126 - acc: 0.7870 - auc_min: 0.8621 - auc_max: 0.8683 - val_loss: 0.4667 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4948 - acc: 0.7963 - auc_min: 0.8608 - auc_max: 0.8656 - val_loss: 0.4374 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9877\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4504 - acc: 0.8241 - auc_min: 0.8687 - auc_max: 0.8735 - val_loss: 0.4119 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4441 - acc: 0.8519 - auc_min: 0.8625 - auc_max: 0.8680 - val_loss: 0.3901 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4196 - acc: 0.8519 - auc_min: 0.8707 - auc_max: 0.8735 - val_loss: 0.3710 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3960 - acc: 0.8519 - auc_min: 0.8810 - auc_max: 0.8837 - val_loss: 0.3538 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3962 - acc: 0.8519 - auc_min: 0.8796 - auc_max: 0.8848 - val_loss: 0.3385 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3883 - acc: 0.8611 - auc_min: 0.8714 - auc_max: 0.8741 - val_loss: 0.3246 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3859 - acc: 0.8333 - auc_min: 0.8748 - auc_max: 0.8793 - val_loss: 0.3135 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3774 - acc: 0.8426 - auc_min: 0.8851 - auc_max: 0.8899 - val_loss: 0.3044 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3720 - acc: 0.8426 - auc_min: 0.8810 - auc_max: 0.8848 - val_loss: 0.2965 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3745 - acc: 0.8333 - auc_min: 0.8834 - auc_max: 0.8903 - val_loss: 0.2902 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3576 - acc: 0.8426 - auc_min: 0.8947 - auc_max: 0.8968 - val_loss: 0.2849 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3780 - acc: 0.8241 - auc_min: 0.8875 - auc_max: 0.8920 - val_loss: 0.2805 - val_acc: 0.8611 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3793 - acc: 0.8333 - auc_min: 0.8796 - auc_max: 0.8837 - val_loss: 0.2771 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3588 - acc: 0.8333 - auc_min: 0.9005 - auc_max: 0.9050 - val_loss: 0.2746 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3717 - acc: 0.8333 - auc_min: 0.8844 - auc_max: 0.8868 - val_loss: 0.2731 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3558 - acc: 0.8241 - auc_min: 0.9067 - auc_max: 0.9098 - val_loss: 0.2720 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3573 - acc: 0.8333 - auc_min: 0.8937 - auc_max: 0.8981 - val_loss: 0.2708 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3517 - acc: 0.8426 - auc_min: 0.9026 - auc_max: 0.9064 - val_loss: 0.2701 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3596 - acc: 0.8519 - auc_min: 0.8978 - auc_max: 0.8992 - val_loss: 0.2701 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3503 - acc: 0.8426 - auc_min: 0.8985 - auc_max: 0.9012 - val_loss: 0.2707 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3624 - acc: 0.8519 - auc_min: 0.8968 - auc_max: 0.9016 - val_loss: 0.2715 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3395 - acc: 0.8519 - auc_min: 0.9071 - auc_max: 0.9091 - val_loss: 0.2724 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3635 - acc: 0.8519 - auc_min: 0.9023 - auc_max: 0.9064 - val_loss: 0.2734 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3470 - acc: 0.8519 - auc_min: 0.9057 - auc_max: 0.9105 - val_loss: 0.2746 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3446 - acc: 0.8519 - auc_min: 0.9029 - auc_max: 0.9078 - val_loss: 0.2760 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3340 - acc: 0.8519 - auc_min: 0.9146 - auc_max: 0.9187 - val_loss: 0.2773 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3536 - acc: 0.8519 - auc_min: 0.9040 - auc_max: 0.9074 - val_loss: 0.2788 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3192 - acc: 0.8704 - auc_min: 0.9273 - auc_max: 0.9294 - val_loss: 0.2804 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3560 - acc: 0.8704 - auc_min: 0.8927 - auc_max: 0.9002 - val_loss: 0.2822 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3270 - acc: 0.8704 - auc_min: 0.9191 - auc_max: 0.9228 - val_loss: 0.2841 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3220 - acc: 0.8611 - auc_min: 0.9222 - auc_max: 0.9266 - val_loss: 0.2860 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3267 - acc: 0.8519 - auc_min: 0.9222 - auc_max: 0.9249 - val_loss: 0.2877 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3084 - acc: 0.8611 - auc_min: 0.9331 - auc_max: 0.9345 - val_loss: 0.2901 - val_acc: 0.8056 - val_auc_min: 0.9722 - val_auc_max: 0.9815\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3208 - acc: 0.8611 - auc_min: 0.9249 - auc_max: 0.9280 - val_loss: 0.2925 - val_acc: 0.8056 - val_auc_min: 0.9691 - val_auc_max: 0.9815\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3273 - acc: 0.8611 - auc_min: 0.9177 - auc_max: 0.9204 - val_loss: 0.2942 - val_acc: 0.8056 - val_auc_min: 0.9660 - val_auc_max: 0.9691\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3151 - acc: 0.8704 - auc_min: 0.9318 - auc_max: 0.9331 - val_loss: 0.2958 - val_acc: 0.8056 - val_auc_min: 0.9660 - val_auc_max: 0.9691\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3107 - acc: 0.8796 - auc_min: 0.9294 - auc_max: 0.9318 - val_loss: 0.2967 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9660\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.3021 - acc: 0.8611 - auc_min: 0.9414 - auc_max: 0.9434 - val_loss: 0.2982 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "2/2 [==============================] - 1s 98ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8653 - acc: 0.5000 - auc_min: 0.8447 - auc_max: 0.8570 - val_loss: 0.6234 - val_acc: 0.5000 - val_auc_min: 0.9228 - val_auc_max: 0.9352\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6295 - acc: 0.5463 - auc_min: 0.8097 - auc_max: 0.8237 - val_loss: 0.5583 - val_acc: 0.8056 - val_auc_min: 0.9198 - val_auc_max: 0.9259\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.5571 - acc: 0.7963 - auc_min: 0.8323 - auc_max: 0.8405 - val_loss: 0.5974 - val_acc: 0.6667 - val_auc_min: 0.8981 - val_auc_max: 0.9136\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.6185 - acc: 0.6759 - auc_min: 0.7915 - auc_max: 0.8014 - val_loss: 0.6052 - val_acc: 0.6667 - val_auc_min: 0.8920 - val_auc_max: 0.9043\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.6000 - acc: 0.6574 - auc_min: 0.8440 - auc_max: 0.8481 - val_loss: 0.5668 - val_acc: 0.6667 - val_auc_min: 0.8981 - val_auc_max: 0.9136\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5562 - acc: 0.7315 - auc_min: 0.8422 - auc_max: 0.8498 - val_loss: 0.5116 - val_acc: 0.8333 - val_auc_min: 0.8981 - val_auc_max: 0.9074\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4858 - acc: 0.7778 - auc_min: 0.8865 - auc_max: 0.8906 - val_loss: 0.4666 - val_acc: 0.8056 - val_auc_min: 0.8981 - val_auc_max: 0.9105\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4514 - acc: 0.8519 - auc_min: 0.8642 - auc_max: 0.8676 - val_loss: 0.4432 - val_acc: 0.8056 - val_auc_min: 0.9105 - val_auc_max: 0.9167\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4279 - acc: 0.8796 - auc_min: 0.8745 - auc_max: 0.8769 - val_loss: 0.4371 - val_acc: 0.7778 - val_auc_min: 0.9136 - val_auc_max: 0.9198\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4213 - acc: 0.8241 - auc_min: 0.9005 - auc_max: 0.9029 - val_loss: 0.4366 - val_acc: 0.8056 - val_auc_min: 0.9167 - val_auc_max: 0.9228\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4334 - acc: 0.7870 - auc_min: 0.8875 - auc_max: 0.8916 - val_loss: 0.4321 - val_acc: 0.8056 - val_auc_min: 0.9167 - val_auc_max: 0.9167\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4171 - acc: 0.8241 - auc_min: 0.8889 - auc_max: 0.8940 - val_loss: 0.4217 - val_acc: 0.7778 - val_auc_min: 0.9136 - val_auc_max: 0.9167\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4062 - acc: 0.8333 - auc_min: 0.8999 - auc_max: 0.9019 - val_loss: 0.4087 - val_acc: 0.7778 - val_auc_min: 0.9167 - val_auc_max: 0.9228\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3868 - acc: 0.8519 - auc_min: 0.9067 - auc_max: 0.9102 - val_loss: 0.3979 - val_acc: 0.8056 - val_auc_min: 0.9105 - val_auc_max: 0.9198\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3716 - acc: 0.8519 - auc_min: 0.8913 - auc_max: 0.8968 - val_loss: 0.3935 - val_acc: 0.8056 - val_auc_min: 0.9105 - val_auc_max: 0.9167\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3583 - acc: 0.8519 - auc_min: 0.9105 - auc_max: 0.9136 - val_loss: 0.3959 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9136\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3664 - acc: 0.8704 - auc_min: 0.8824 - auc_max: 0.8858 - val_loss: 0.4024 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9136\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3620 - acc: 0.8611 - auc_min: 0.9023 - auc_max: 0.9053 - val_loss: 0.4092 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9105\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 797ms/step - loss: 0.3627 - acc: 0.8796 - auc_min: 0.8944 - auc_max: 0.9002 - val_loss: 0.4126 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9167\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.3721 - acc: 0.8796 - auc_min: 0.8803 - auc_max: 0.8858 - val_loss: 0.4106 - val_acc: 0.8056 - val_auc_min: 0.9043 - val_auc_max: 0.9136\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3672 - acc: 0.8796 - auc_min: 0.8903 - auc_max: 0.8951 - val_loss: 0.4043 - val_acc: 0.8056 - val_auc_min: 0.9043 - val_auc_max: 0.9167\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3486 - acc: 0.8704 - auc_min: 0.9064 - auc_max: 0.9105 - val_loss: 0.3963 - val_acc: 0.8056 - val_auc_min: 0.9105 - val_auc_max: 0.9167\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3463 - acc: 0.8704 - auc_min: 0.9036 - auc_max: 0.9078 - val_loss: 0.3880 - val_acc: 0.8056 - val_auc_min: 0.9105 - val_auc_max: 0.9167\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3543 - acc: 0.8611 - auc_min: 0.9009 - auc_max: 0.9033 - val_loss: 0.3814 - val_acc: 0.8056 - val_auc_min: 0.9167 - val_auc_max: 0.9198\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3472 - acc: 0.8519 - auc_min: 0.8968 - auc_max: 0.9005 - val_loss: 0.3769 - val_acc: 0.8056 - val_auc_min: 0.9167 - val_auc_max: 0.9198\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3465 - acc: 0.8426 - auc_min: 0.9019 - auc_max: 0.9053 - val_loss: 0.3745 - val_acc: 0.8056 - val_auc_min: 0.9198 - val_auc_max: 0.9228\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3444 - acc: 0.8519 - auc_min: 0.9081 - auc_max: 0.9119 - val_loss: 0.3733 - val_acc: 0.7778 - val_auc_min: 0.9198 - val_auc_max: 0.9259\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3528 - acc: 0.8519 - auc_min: 0.9002 - auc_max: 0.9053 - val_loss: 0.3725 - val_acc: 0.7778 - val_auc_min: 0.9198 - val_auc_max: 0.9290\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3455 - acc: 0.8333 - auc_min: 0.9057 - auc_max: 0.9078 - val_loss: 0.3716 - val_acc: 0.7778 - val_auc_min: 0.9228 - val_auc_max: 0.9259\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3581 - acc: 0.8426 - auc_min: 0.8981 - auc_max: 0.9019 - val_loss: 0.3708 - val_acc: 0.7778 - val_auc_min: 0.9228 - val_auc_max: 0.9290\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3280 - acc: 0.8519 - auc_min: 0.9239 - auc_max: 0.9266 - val_loss: 0.3703 - val_acc: 0.7778 - val_auc_min: 0.9259 - val_auc_max: 0.9290\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3531 - acc: 0.8426 - auc_min: 0.9005 - auc_max: 0.9043 - val_loss: 0.3708 - val_acc: 0.8056 - val_auc_min: 0.9228 - val_auc_max: 0.9321\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3489 - acc: 0.8426 - auc_min: 0.9026 - auc_max: 0.9053 - val_loss: 0.3723 - val_acc: 0.8056 - val_auc_min: 0.9259 - val_auc_max: 0.9352\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3433 - acc: 0.8519 - auc_min: 0.9036 - auc_max: 0.9067 - val_loss: 0.3743 - val_acc: 0.8056 - val_auc_min: 0.9290 - val_auc_max: 0.9352\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3417 - acc: 0.8519 - auc_min: 0.9050 - auc_max: 0.9098 - val_loss: 0.3759 - val_acc: 0.8056 - val_auc_min: 0.9290 - val_auc_max: 0.9352\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3492 - acc: 0.8611 - auc_min: 0.8951 - auc_max: 0.8988 - val_loss: 0.3766 - val_acc: 0.8056 - val_auc_min: 0.9290 - val_auc_max: 0.9321\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3239 - acc: 0.8611 - auc_min: 0.9225 - auc_max: 0.9246 - val_loss: 0.3764 - val_acc: 0.8056 - val_auc_min: 0.9290 - val_auc_max: 0.9321\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3561 - acc: 0.8611 - auc_min: 0.8916 - auc_max: 0.8961 - val_loss: 0.3746 - val_acc: 0.8056 - val_auc_min: 0.9321 - val_auc_max: 0.9383\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3280 - acc: 0.8611 - auc_min: 0.9218 - auc_max: 0.9256 - val_loss: 0.3718 - val_acc: 0.8056 - val_auc_min: 0.9321 - val_auc_max: 0.9352\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3542 - acc: 0.8611 - auc_min: 0.9002 - auc_max: 0.9050 - val_loss: 0.3687 - val_acc: 0.8056 - val_auc_min: 0.9321 - val_auc_max: 0.9352\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3197 - acc: 0.8611 - auc_min: 0.9228 - auc_max: 0.9256 - val_loss: 0.3658 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9414\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3288 - acc: 0.8611 - auc_min: 0.9139 - auc_max: 0.9177 - val_loss: 0.3632 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9383\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3680 - acc: 0.8611 - auc_min: 0.8861 - auc_max: 0.8892 - val_loss: 0.3613 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9414\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3271 - acc: 0.8519 - auc_min: 0.9191 - auc_max: 0.9249 - val_loss: 0.3597 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9444\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3327 - acc: 0.8519 - auc_min: 0.9160 - auc_max: 0.9208 - val_loss: 0.3586 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9444\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3602 - acc: 0.8426 - auc_min: 0.8868 - auc_max: 0.8899 - val_loss: 0.3577 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9444\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3407 - acc: 0.8426 - auc_min: 0.9050 - auc_max: 0.9067 - val_loss: 0.3571 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9475\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3454 - acc: 0.8333 - auc_min: 0.9136 - auc_max: 0.9153 - val_loss: 0.3568 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9475\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3322 - acc: 0.8241 - auc_min: 0.9177 - auc_max: 0.9194 - val_loss: 0.3568 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3411 - acc: 0.8519 - auc_min: 0.9033 - auc_max: 0.9078 - val_loss: 0.3570 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3406 - acc: 0.8611 - auc_min: 0.9091 - auc_max: 0.9122 - val_loss: 0.3571 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3411 - acc: 0.8519 - auc_min: 0.9050 - auc_max: 0.9088 - val_loss: 0.3571 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3255 - acc: 0.8519 - auc_min: 0.9273 - auc_max: 0.9294 - val_loss: 0.3569 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9506\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3356 - acc: 0.8611 - auc_min: 0.9060 - auc_max: 0.9088 - val_loss: 0.3559 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3185 - acc: 0.8611 - auc_min: 0.9249 - auc_max: 0.9276 - val_loss: 0.3544 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3346 - acc: 0.8704 - auc_min: 0.9060 - auc_max: 0.9102 - val_loss: 0.3528 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3189 - acc: 0.8611 - auc_min: 0.9314 - auc_max: 0.9331 - val_loss: 0.3510 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3283 - acc: 0.8611 - auc_min: 0.9156 - auc_max: 0.9174 - val_loss: 0.3494 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3326 - acc: 0.8611 - auc_min: 0.9160 - auc_max: 0.9174 - val_loss: 0.3480 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3262 - acc: 0.8519 - auc_min: 0.9153 - auc_max: 0.9174 - val_loss: 0.3471 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3242 - acc: 0.8426 - auc_min: 0.9235 - auc_max: 0.9270 - val_loss: 0.3463 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3155 - acc: 0.8519 - auc_min: 0.9235 - auc_max: 0.9266 - val_loss: 0.3456 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3229 - acc: 0.8611 - auc_min: 0.9246 - auc_max: 0.9270 - val_loss: 0.3450 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3410 - acc: 0.8704 - auc_min: 0.9029 - auc_max: 0.9057 - val_loss: 0.3444 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3302 - acc: 0.8611 - auc_min: 0.9222 - auc_max: 0.9235 - val_loss: 0.3439 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3272 - acc: 0.8611 - auc_min: 0.9136 - auc_max: 0.9180 - val_loss: 0.3436 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3356 - acc: 0.8333 - auc_min: 0.9222 - auc_max: 0.9239 - val_loss: 0.3436 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3242 - acc: 0.8519 - auc_min: 0.9228 - auc_max: 0.9249 - val_loss: 0.3439 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3164 - acc: 0.8519 - auc_min: 0.9311 - auc_max: 0.9355 - val_loss: 0.3441 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3154 - acc: 0.8519 - auc_min: 0.9294 - auc_max: 0.9321 - val_loss: 0.3442 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3134 - acc: 0.8611 - auc_min: 0.9345 - auc_max: 0.9366 - val_loss: 0.3440 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3270 - acc: 0.8519 - auc_min: 0.9246 - auc_max: 0.9263 - val_loss: 0.3434 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3243 - acc: 0.8704 - auc_min: 0.9225 - auc_max: 0.9252 - val_loss: 0.3424 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3139 - acc: 0.8519 - auc_min: 0.9352 - auc_max: 0.9359 - val_loss: 0.3413 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3129 - acc: 0.8611 - auc_min: 0.9328 - auc_max: 0.9362 - val_loss: 0.3403 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3080 - acc: 0.8519 - auc_min: 0.9318 - auc_max: 0.9321 - val_loss: 0.3394 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3143 - acc: 0.8704 - auc_min: 0.9287 - auc_max: 0.9304 - val_loss: 0.3386 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3268 - acc: 0.8519 - auc_min: 0.9170 - auc_max: 0.9201 - val_loss: 0.3379 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3045 - acc: 0.8611 - auc_min: 0.9383 - auc_max: 0.9396 - val_loss: 0.3374 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3211 - acc: 0.8611 - auc_min: 0.9259 - auc_max: 0.9294 - val_loss: 0.3371 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 81/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3231 - acc: 0.8611 - auc_min: 0.9132 - auc_max: 0.9174 - val_loss: 0.3371 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 82/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.3196 - acc: 0.8519 - auc_min: 0.9362 - auc_max: 0.9386 - val_loss: 0.3372 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 83/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3147 - acc: 0.8611 - auc_min: 0.9300 - auc_max: 0.9324 - val_loss: 0.3373 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 84/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3149 - acc: 0.8519 - auc_min: 0.9276 - auc_max: 0.9300 - val_loss: 0.3374 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 85/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3086 - acc: 0.8519 - auc_min: 0.9376 - auc_max: 0.9393 - val_loss: 0.3373 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 86/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3165 - acc: 0.8704 - auc_min: 0.9256 - auc_max: 0.9273 - val_loss: 0.3364 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 87/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3118 - acc: 0.8611 - auc_min: 0.9314 - auc_max: 0.9355 - val_loss: 0.3352 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 88/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3145 - acc: 0.8519 - auc_min: 0.9324 - auc_max: 0.9348 - val_loss: 0.3340 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 89/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3031 - acc: 0.8611 - auc_min: 0.9359 - auc_max: 0.9386 - val_loss: 0.3331 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 90/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3008 - acc: 0.8611 - auc_min: 0.9434 - auc_max: 0.9458 - val_loss: 0.3326 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 91/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3135 - acc: 0.8519 - auc_min: 0.9355 - auc_max: 0.9366 - val_loss: 0.3323 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 92/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3159 - acc: 0.8426 - auc_min: 0.9252 - auc_max: 0.9283 - val_loss: 0.3324 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 93/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3182 - acc: 0.8611 - auc_min: 0.9263 - auc_max: 0.9287 - val_loss: 0.3327 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 94/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3041 - acc: 0.8704 - auc_min: 0.9407 - auc_max: 0.9441 - val_loss: 0.3329 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 95/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3075 - acc: 0.8611 - auc_min: 0.9379 - auc_max: 0.9396 - val_loss: 0.3329 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 96/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.3102 - acc: 0.8426 - auc_min: 0.9386 - auc_max: 0.9417 - val_loss: 0.3325 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 97/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3057 - acc: 0.8519 - auc_min: 0.9465 - auc_max: 0.9486 - val_loss: 0.3321 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 98/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3050 - acc: 0.8426 - auc_min: 0.9379 - auc_max: 0.9414 - val_loss: 0.3316 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 99/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3142 - acc: 0.8519 - auc_min: 0.9328 - auc_max: 0.9345 - val_loss: 0.3315 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 100/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3011 - acc: 0.8611 - auc_min: 0.9407 - auc_max: 0.9434 - val_loss: 0.3309 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 101/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2945 - acc: 0.8704 - auc_min: 0.9444 - auc_max: 0.9451 - val_loss: 0.3302 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 102/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3032 - acc: 0.8519 - auc_min: 0.9455 - auc_max: 0.9462 - val_loss: 0.3295 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 103/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2921 - acc: 0.8611 - auc_min: 0.9431 - auc_max: 0.9444 - val_loss: 0.3292 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 104/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3019 - acc: 0.8519 - auc_min: 0.9489 - auc_max: 0.9496 - val_loss: 0.3290 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 105/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2883 - acc: 0.8426 - auc_min: 0.9516 - auc_max: 0.9534 - val_loss: 0.3292 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 106/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3027 - acc: 0.8611 - auc_min: 0.9396 - auc_max: 0.9420 - val_loss: 0.3298 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 107/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2840 - acc: 0.8611 - auc_min: 0.9530 - auc_max: 0.9547 - val_loss: 0.3300 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 108/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2896 - acc: 0.8426 - auc_min: 0.9551 - auc_max: 0.9564 - val_loss: 0.3296 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 109/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3001 - acc: 0.8426 - auc_min: 0.9462 - auc_max: 0.9475 - val_loss: 0.3287 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 110/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3019 - acc: 0.8611 - auc_min: 0.9369 - auc_max: 0.9393 - val_loss: 0.3277 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 111/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2966 - acc: 0.8519 - auc_min: 0.9448 - auc_max: 0.9482 - val_loss: 0.3269 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 112/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2982 - acc: 0.8704 - auc_min: 0.9393 - auc_max: 0.9424 - val_loss: 0.3262 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 113/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3056 - acc: 0.8426 - auc_min: 0.9414 - auc_max: 0.9417 - val_loss: 0.3256 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 114/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2946 - acc: 0.8611 - auc_min: 0.9431 - auc_max: 0.9438 - val_loss: 0.3253 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 115/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2884 - acc: 0.8519 - auc_min: 0.9499 - auc_max: 0.9523 - val_loss: 0.3255 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 116/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3021 - acc: 0.8519 - auc_min: 0.9455 - auc_max: 0.9475 - val_loss: 0.3262 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 117/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.2824 - acc: 0.8611 - auc_min: 0.9486 - auc_max: 0.9510 - val_loss: 0.3269 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 118/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2843 - acc: 0.8704 - auc_min: 0.9503 - auc_max: 0.9516 - val_loss: 0.3266 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 119/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2827 - acc: 0.8611 - auc_min: 0.9568 - auc_max: 0.9585 - val_loss: 0.3254 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 120/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2990 - acc: 0.8519 - auc_min: 0.9427 - auc_max: 0.9458 - val_loss: 0.3235 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 121/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2773 - acc: 0.8611 - auc_min: 0.9571 - auc_max: 0.9582 - val_loss: 0.3217 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 122/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2801 - acc: 0.8519 - auc_min: 0.9568 - auc_max: 0.9588 - val_loss: 0.3207 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 123/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2957 - acc: 0.8519 - auc_min: 0.9472 - auc_max: 0.9482 - val_loss: 0.3202 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 124/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.2821 - acc: 0.8519 - auc_min: 0.9547 - auc_max: 0.9571 - val_loss: 0.3202 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 125/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2863 - acc: 0.8426 - auc_min: 0.9523 - auc_max: 0.9537 - val_loss: 0.3203 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 126/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2725 - acc: 0.8611 - auc_min: 0.9599 - auc_max: 0.9606 - val_loss: 0.3203 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 127/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2744 - acc: 0.8519 - auc_min: 0.9640 - auc_max: 0.9654 - val_loss: 0.3204 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 128/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2879 - acc: 0.8519 - auc_min: 0.9520 - auc_max: 0.9537 - val_loss: 0.3206 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 129/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2870 - acc: 0.8611 - auc_min: 0.9516 - auc_max: 0.9537 - val_loss: 0.3197 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 130/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2911 - acc: 0.8611 - auc_min: 0.9420 - auc_max: 0.9448 - val_loss: 0.3179 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 131/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2839 - acc: 0.8611 - auc_min: 0.9472 - auc_max: 0.9499 - val_loss: 0.3164 - val_acc: 0.7778 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 132/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2834 - acc: 0.8611 - auc_min: 0.9540 - auc_max: 0.9551 - val_loss: 0.3156 - val_acc: 0.7778 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 133/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2846 - acc: 0.8519 - auc_min: 0.9506 - auc_max: 0.9520 - val_loss: 0.3150 - val_acc: 0.7778 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 134/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2805 - acc: 0.8519 - auc_min: 0.9520 - auc_max: 0.9530 - val_loss: 0.3147 - val_acc: 0.7778 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 135/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2768 - acc: 0.8611 - auc_min: 0.9575 - auc_max: 0.9592 - val_loss: 0.3146 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 136/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2544 - acc: 0.8611 - auc_min: 0.9702 - auc_max: 0.9712 - val_loss: 0.3148 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 137/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2819 - acc: 0.8519 - auc_min: 0.9492 - auc_max: 0.9503 - val_loss: 0.3152 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 138/10000\n",
            "1/1 [==============================] - 1s 790ms/step - loss: 0.2772 - acc: 0.8519 - auc_min: 0.9561 - auc_max: 0.9571 - val_loss: 0.3156 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 139/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2792 - acc: 0.8704 - auc_min: 0.9499 - auc_max: 0.9523 - val_loss: 0.3151 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 140/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2785 - acc: 0.8704 - auc_min: 0.9540 - auc_max: 0.9547 - val_loss: 0.3143 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 141/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2658 - acc: 0.8704 - auc_min: 0.9564 - auc_max: 0.9568 - val_loss: 0.3132 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 142/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2852 - acc: 0.8611 - auc_min: 0.9499 - auc_max: 0.9510 - val_loss: 0.3114 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 143/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2692 - acc: 0.8796 - auc_min: 0.9606 - auc_max: 0.9616 - val_loss: 0.3098 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 144/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2828 - acc: 0.8519 - auc_min: 0.9534 - auc_max: 0.9547 - val_loss: 0.3087 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 145/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2855 - acc: 0.8241 - auc_min: 0.9547 - auc_max: 0.9558 - val_loss: 0.3083 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 146/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2720 - acc: 0.8611 - auc_min: 0.9582 - auc_max: 0.9595 - val_loss: 0.3088 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 147/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2837 - acc: 0.8611 - auc_min: 0.9499 - auc_max: 0.9503 - val_loss: 0.3092 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 148/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2688 - acc: 0.8333 - auc_min: 0.9585 - auc_max: 0.9595 - val_loss: 0.3109 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 149/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2649 - acc: 0.8611 - auc_min: 0.9623 - auc_max: 0.9636 - val_loss: 0.3114 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 150/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2747 - acc: 0.8519 - auc_min: 0.9558 - auc_max: 0.9582 - val_loss: 0.3103 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 151/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2615 - acc: 0.8704 - auc_min: 0.9619 - auc_max: 0.9626 - val_loss: 0.3083 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 152/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2698 - acc: 0.8426 - auc_min: 0.9630 - auc_max: 0.9647 - val_loss: 0.3058 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 153/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2683 - acc: 0.8704 - auc_min: 0.9630 - auc_max: 0.9643 - val_loss: 0.3035 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 154/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2683 - acc: 0.8426 - auc_min: 0.9616 - auc_max: 0.9626 - val_loss: 0.3023 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 155/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2568 - acc: 0.8519 - auc_min: 0.9643 - auc_max: 0.9660 - val_loss: 0.3018 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 156/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2658 - acc: 0.8611 - auc_min: 0.9602 - auc_max: 0.9612 - val_loss: 0.3014 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 157/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.2613 - acc: 0.8611 - auc_min: 0.9626 - auc_max: 0.9636 - val_loss: 0.3018 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 158/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2730 - acc: 0.8519 - auc_min: 0.9571 - auc_max: 0.9595 - val_loss: 0.3032 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 159/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.2548 - acc: 0.8704 - auc_min: 0.9630 - auc_max: 0.9636 - val_loss: 0.3042 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 160/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2541 - acc: 0.8704 - auc_min: 0.9612 - auc_max: 0.9619 - val_loss: 0.3033 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 161/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2632 - acc: 0.8611 - auc_min: 0.9623 - auc_max: 0.9626 - val_loss: 0.3010 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 162/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2650 - acc: 0.8704 - auc_min: 0.9623 - auc_max: 0.9623 - val_loss: 0.2982 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 163/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2492 - acc: 0.8611 - auc_min: 0.9640 - auc_max: 0.9657 - val_loss: 0.2967 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 164/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2482 - acc: 0.8519 - auc_min: 0.9667 - auc_max: 0.9667 - val_loss: 0.2960 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 165/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2581 - acc: 0.8333 - auc_min: 0.9633 - auc_max: 0.9640 - val_loss: 0.2963 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 166/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2644 - acc: 0.8704 - auc_min: 0.9571 - auc_max: 0.9592 - val_loss: 0.2964 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 167/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2406 - acc: 0.8889 - auc_min: 0.9709 - auc_max: 0.9712 - val_loss: 0.2966 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 168/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2466 - acc: 0.8704 - auc_min: 0.9664 - auc_max: 0.9671 - val_loss: 0.2982 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 169/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2521 - acc: 0.8611 - auc_min: 0.9633 - auc_max: 0.9643 - val_loss: 0.2993 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 170/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2371 - acc: 0.8611 - auc_min: 0.9719 - auc_max: 0.9726 - val_loss: 0.2980 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 171/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2445 - acc: 0.8796 - auc_min: 0.9657 - auc_max: 0.9664 - val_loss: 0.2971 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 172/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2550 - acc: 0.8796 - auc_min: 0.9575 - auc_max: 0.9582 - val_loss: 0.2941 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 173/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2416 - acc: 0.8704 - auc_min: 0.9678 - auc_max: 0.9691 - val_loss: 0.2925 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 174/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2642 - acc: 0.8519 - auc_min: 0.9554 - auc_max: 0.9564 - val_loss: 0.2923 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 175/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2404 - acc: 0.8981 - auc_min: 0.9664 - auc_max: 0.9667 - val_loss: 0.2924 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9568\n",
            "Epoch 176/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2427 - acc: 0.8611 - auc_min: 0.9698 - auc_max: 0.9712 - val_loss: 0.2926 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 177/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.2523 - acc: 0.8519 - auc_min: 0.9623 - auc_max: 0.9640 - val_loss: 0.2939 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 178/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2648 - acc: 0.8704 - auc_min: 0.9547 - auc_max: 0.9561 - val_loss: 0.2947 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 179/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2423 - acc: 0.8704 - auc_min: 0.9654 - auc_max: 0.9667 - val_loss: 0.2937 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 180/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2520 - acc: 0.8519 - auc_min: 0.9626 - auc_max: 0.9633 - val_loss: 0.2917 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9506\n",
            "Epoch 181/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2465 - acc: 0.8704 - auc_min: 0.9609 - auc_max: 0.9609 - val_loss: 0.2906 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9537\n",
            "Epoch 182/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2366 - acc: 0.8796 - auc_min: 0.9681 - auc_max: 0.9684 - val_loss: 0.2891 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 183/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2453 - acc: 0.8519 - auc_min: 0.9643 - auc_max: 0.9650 - val_loss: 0.2889 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 184/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2258 - acc: 0.8704 - auc_min: 0.9705 - auc_max: 0.9719 - val_loss: 0.2895 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 185/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2445 - acc: 0.8611 - auc_min: 0.9633 - auc_max: 0.9640 - val_loss: 0.2903 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 186/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2213 - acc: 0.8704 - auc_min: 0.9753 - auc_max: 0.9757 - val_loss: 0.2898 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9537\n",
            "Epoch 187/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.2414 - acc: 0.8704 - auc_min: 0.9654 - auc_max: 0.9657 - val_loss: 0.2896 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9537\n",
            "Epoch 188/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2334 - acc: 0.8519 - auc_min: 0.9664 - auc_max: 0.9671 - val_loss: 0.2884 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 189/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2322 - acc: 0.8704 - auc_min: 0.9671 - auc_max: 0.9674 - val_loss: 0.2896 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 190/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2468 - acc: 0.8611 - auc_min: 0.9640 - auc_max: 0.9647 - val_loss: 0.2884 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 191/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2426 - acc: 0.8519 - auc_min: 0.9650 - auc_max: 0.9657 - val_loss: 0.2851 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 192/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2461 - acc: 0.8611 - auc_min: 0.9609 - auc_max: 0.9619 - val_loss: 0.2828 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 193/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2225 - acc: 0.8796 - auc_min: 0.9733 - auc_max: 0.9739 - val_loss: 0.2822 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 194/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.2265 - acc: 0.8889 - auc_min: 0.9705 - auc_max: 0.9715 - val_loss: 0.2851 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9444\n",
            "Epoch 195/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2339 - acc: 0.8519 - auc_min: 0.9640 - auc_max: 0.9643 - val_loss: 0.2912 - val_acc: 0.8333 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 196/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2273 - acc: 0.8704 - auc_min: 0.9664 - auc_max: 0.9681 - val_loss: 0.2917 - val_acc: 0.8333 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 197/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2270 - acc: 0.8889 - auc_min: 0.9678 - auc_max: 0.9688 - val_loss: 0.2858 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 198/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2177 - acc: 0.8796 - auc_min: 0.9733 - auc_max: 0.9736 - val_loss: 0.2794 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 199/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2175 - acc: 0.9074 - auc_min: 0.9729 - auc_max: 0.9736 - val_loss: 0.2777 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9414\n",
            "Epoch 200/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2230 - acc: 0.8981 - auc_min: 0.9698 - auc_max: 0.9705 - val_loss: 0.2776 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 201/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.2228 - acc: 0.8796 - auc_min: 0.9712 - auc_max: 0.9715 - val_loss: 0.2811 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 202/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2044 - acc: 0.9074 - auc_min: 0.9784 - auc_max: 0.9787 - val_loss: 0.2844 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 203/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2188 - acc: 0.9074 - auc_min: 0.9691 - auc_max: 0.9691 - val_loss: 0.2823 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 204/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2267 - acc: 0.9074 - auc_min: 0.9691 - auc_max: 0.9712 - val_loss: 0.2765 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 205/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2317 - acc: 0.8889 - auc_min: 0.9626 - auc_max: 0.9630 - val_loss: 0.2732 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 206/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2388 - acc: 0.9074 - auc_min: 0.9616 - auc_max: 0.9619 - val_loss: 0.2755 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 207/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2048 - acc: 0.9167 - auc_min: 0.9763 - auc_max: 0.9774 - val_loss: 0.2776 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 208/10000\n",
            "1/1 [==============================] - 1s 791ms/step - loss: 0.2173 - acc: 0.9074 - auc_min: 0.9688 - auc_max: 0.9695 - val_loss: 0.2735 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 209/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2395 - acc: 0.8611 - auc_min: 0.9612 - auc_max: 0.9612 - val_loss: 0.2695 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 210/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2268 - acc: 0.8981 - auc_min: 0.9671 - auc_max: 0.9684 - val_loss: 0.2675 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 211/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2335 - acc: 0.8796 - auc_min: 0.9633 - auc_max: 0.9654 - val_loss: 0.2651 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 212/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.2346 - acc: 0.8796 - auc_min: 0.9612 - auc_max: 0.9623 - val_loss: 0.2676 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 213/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.2092 - acc: 0.8981 - auc_min: 0.9736 - auc_max: 0.9743 - val_loss: 0.2728 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 214/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2177 - acc: 0.8981 - auc_min: 0.9681 - auc_max: 0.9684 - val_loss: 0.2698 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 215/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2100 - acc: 0.8981 - auc_min: 0.9739 - auc_max: 0.9743 - val_loss: 0.2637 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 216/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2215 - acc: 0.8704 - auc_min: 0.9684 - auc_max: 0.9684 - val_loss: 0.2615 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 217/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2152 - acc: 0.8796 - auc_min: 0.9671 - auc_max: 0.9674 - val_loss: 0.2611 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 218/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.2129 - acc: 0.8981 - auc_min: 0.9698 - auc_max: 0.9702 - val_loss: 0.2636 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 219/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2086 - acc: 0.8889 - auc_min: 0.9733 - auc_max: 0.9743 - val_loss: 0.2615 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 220/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2111 - acc: 0.8981 - auc_min: 0.9722 - auc_max: 0.9729 - val_loss: 0.2587 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 221/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2032 - acc: 0.8981 - auc_min: 0.9722 - auc_max: 0.9726 - val_loss: 0.2599 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 222/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.2110 - acc: 0.8981 - auc_min: 0.9712 - auc_max: 0.9726 - val_loss: 0.2626 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 223/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2277 - acc: 0.8796 - auc_min: 0.9633 - auc_max: 0.9643 - val_loss: 0.2594 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9383\n",
            "Epoch 224/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2090 - acc: 0.9074 - auc_min: 0.9726 - auc_max: 0.9726 - val_loss: 0.2574 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 225/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2293 - acc: 0.8704 - auc_min: 0.9657 - auc_max: 0.9660 - val_loss: 0.2531 - val_acc: 0.8056 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 226/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2057 - acc: 0.9167 - auc_min: 0.9733 - auc_max: 0.9739 - val_loss: 0.2523 - val_acc: 0.8333 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 227/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2152 - acc: 0.8981 - auc_min: 0.9688 - auc_max: 0.9698 - val_loss: 0.2577 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9383\n",
            "Epoch 228/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2055 - acc: 0.9074 - auc_min: 0.9715 - auc_max: 0.9722 - val_loss: 0.2692 - val_acc: 0.8333 - val_auc_min: 0.9321 - val_auc_max: 0.9352\n",
            "Epoch 229/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.2149 - acc: 0.8889 - auc_min: 0.9705 - auc_max: 0.9719 - val_loss: 0.2565 - val_acc: 0.8056 - val_auc_min: 0.9352 - val_auc_max: 0.9414\n",
            "Epoch 230/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2000 - acc: 0.8981 - auc_min: 0.9753 - auc_max: 0.9763 - val_loss: 0.2491 - val_acc: 0.8333 - val_auc_min: 0.9414 - val_auc_max: 0.9414\n",
            "Epoch 231/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2162 - acc: 0.9074 - auc_min: 0.9657 - auc_max: 0.9660 - val_loss: 0.2483 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9444\n",
            "Epoch 232/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.1998 - acc: 0.8981 - auc_min: 0.9757 - auc_max: 0.9757 - val_loss: 0.2533 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9414\n",
            "Epoch 233/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2136 - acc: 0.8889 - auc_min: 0.9678 - auc_max: 0.9681 - val_loss: 0.2706 - val_acc: 0.8333 - val_auc_min: 0.9321 - val_auc_max: 0.9352\n",
            "Epoch 234/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1991 - acc: 0.9259 - auc_min: 0.9760 - auc_max: 0.9760 - val_loss: 0.2641 - val_acc: 0.8333 - val_auc_min: 0.9383 - val_auc_max: 0.9414\n",
            "Epoch 235/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2112 - acc: 0.8981 - auc_min: 0.9698 - auc_max: 0.9698 - val_loss: 0.2494 - val_acc: 0.8056 - val_auc_min: 0.9444 - val_auc_max: 0.9475\n",
            "Epoch 236/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1977 - acc: 0.9167 - auc_min: 0.9736 - auc_max: 0.9739 - val_loss: 0.2430 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9475\n",
            "Epoch 237/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2070 - acc: 0.8981 - auc_min: 0.9726 - auc_max: 0.9733 - val_loss: 0.2425 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9506\n",
            "Epoch 238/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2085 - acc: 0.8704 - auc_min: 0.9705 - auc_max: 0.9705 - val_loss: 0.2552 - val_acc: 0.8333 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 239/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.1989 - acc: 0.9167 - auc_min: 0.9736 - auc_max: 0.9736 - val_loss: 0.2603 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 240/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1878 - acc: 0.9167 - auc_min: 0.9770 - auc_max: 0.9777 - val_loss: 0.2433 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 241/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2160 - acc: 0.9074 - auc_min: 0.9705 - auc_max: 0.9705 - val_loss: 0.2355 - val_acc: 0.8611 - val_auc_min: 0.9537 - val_auc_max: 0.9599\n",
            "Epoch 242/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2041 - acc: 0.8889 - auc_min: 0.9715 - auc_max: 0.9719 - val_loss: 0.2347 - val_acc: 0.8611 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 243/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1937 - acc: 0.9074 - auc_min: 0.9746 - auc_max: 0.9760 - val_loss: 0.2392 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 244/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2049 - acc: 0.9074 - auc_min: 0.9688 - auc_max: 0.9695 - val_loss: 0.2472 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 245/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2305 - acc: 0.8889 - auc_min: 0.9650 - auc_max: 0.9654 - val_loss: 0.2380 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 246/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1920 - acc: 0.9167 - auc_min: 0.9760 - auc_max: 0.9770 - val_loss: 0.2287 - val_acc: 0.8611 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 247/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1984 - acc: 0.9167 - auc_min: 0.9743 - auc_max: 0.9743 - val_loss: 0.2277 - val_acc: 0.9167 - val_auc_min: 0.9660 - val_auc_max: 0.9660\n",
            "Epoch 248/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2240 - acc: 0.8796 - auc_min: 0.9709 - auc_max: 0.9712 - val_loss: 0.2308 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 249/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2094 - acc: 0.8981 - auc_min: 0.9684 - auc_max: 0.9695 - val_loss: 0.2346 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 250/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.1796 - acc: 0.9167 - auc_min: 0.9774 - auc_max: 0.9784 - val_loss: 0.2346 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 251/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1979 - acc: 0.8981 - auc_min: 0.9750 - auc_max: 0.9753 - val_loss: 0.2239 - val_acc: 0.8611 - val_auc_min: 0.9660 - val_auc_max: 0.9691\n",
            "Epoch 252/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1994 - acc: 0.8889 - auc_min: 0.9733 - auc_max: 0.9739 - val_loss: 0.2212 - val_acc: 0.8889 - val_auc_min: 0.9722 - val_auc_max: 0.9722\n",
            "Epoch 253/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2013 - acc: 0.8796 - auc_min: 0.9743 - auc_max: 0.9743 - val_loss: 0.2254 - val_acc: 0.8056 - val_auc_min: 0.9691 - val_auc_max: 0.9691\n",
            "Epoch 254/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.1843 - acc: 0.9074 - auc_min: 0.9798 - auc_max: 0.9808 - val_loss: 0.2362 - val_acc: 0.8333 - val_auc_min: 0.9660 - val_auc_max: 0.9660\n",
            "Epoch 255/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1981 - acc: 0.8981 - auc_min: 0.9757 - auc_max: 0.9757 - val_loss: 0.2289 - val_acc: 0.8056 - val_auc_min: 0.9660 - val_auc_max: 0.9691\n",
            "Epoch 256/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2132 - acc: 0.8981 - auc_min: 0.9684 - auc_max: 0.9688 - val_loss: 0.2179 - val_acc: 0.8889 - val_auc_min: 0.9722 - val_auc_max: 0.9784\n",
            "Epoch 257/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1969 - acc: 0.9074 - auc_min: 0.9736 - auc_max: 0.9746 - val_loss: 0.2169 - val_acc: 0.9167 - val_auc_min: 0.9784 - val_auc_max: 0.9784\n",
            "Epoch 258/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2042 - acc: 0.8889 - auc_min: 0.9705 - auc_max: 0.9709 - val_loss: 0.2248 - val_acc: 0.8056 - val_auc_min: 0.9691 - val_auc_max: 0.9722\n",
            "Epoch 259/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1999 - acc: 0.8981 - auc_min: 0.9729 - auc_max: 0.9743 - val_loss: 0.2373 - val_acc: 0.8333 - val_auc_min: 0.9660 - val_auc_max: 0.9722\n",
            "Epoch 260/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.2109 - acc: 0.8981 - auc_min: 0.9695 - auc_max: 0.9705 - val_loss: 0.2220 - val_acc: 0.8056 - val_auc_min: 0.9722 - val_auc_max: 0.9753\n",
            "Epoch 261/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1883 - acc: 0.9167 - auc_min: 0.9774 - auc_max: 0.9777 - val_loss: 0.2156 - val_acc: 0.9167 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 262/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1984 - acc: 0.9074 - auc_min: 0.9753 - auc_max: 0.9757 - val_loss: 0.2138 - val_acc: 0.9444 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 263/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1964 - acc: 0.8981 - auc_min: 0.9781 - auc_max: 0.9781 - val_loss: 0.2210 - val_acc: 0.8056 - val_auc_min: 0.9753 - val_auc_max: 0.9784\n",
            "Epoch 264/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.1824 - acc: 0.9167 - auc_min: 0.9746 - auc_max: 0.9757 - val_loss: 0.2480 - val_acc: 0.8333 - val_auc_min: 0.9660 - val_auc_max: 0.9722\n",
            "Epoch 265/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2110 - acc: 0.9074 - auc_min: 0.9733 - auc_max: 0.9739 - val_loss: 0.2223 - val_acc: 0.8056 - val_auc_min: 0.9753 - val_auc_max: 0.9815\n",
            "Epoch 266/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1864 - acc: 0.9167 - auc_min: 0.9777 - auc_max: 0.9781 - val_loss: 0.2124 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 267/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2068 - acc: 0.8796 - auc_min: 0.9726 - auc_max: 0.9733 - val_loss: 0.2110 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 268/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2136 - acc: 0.8611 - auc_min: 0.9715 - auc_max: 0.9722 - val_loss: 0.2201 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 269/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.1777 - acc: 0.9074 - auc_min: 0.9798 - auc_max: 0.9798 - val_loss: 0.2371 - val_acc: 0.8333 - val_auc_min: 0.9753 - val_auc_max: 0.9784\n",
            "Epoch 270/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1956 - acc: 0.9167 - auc_min: 0.9770 - auc_max: 0.9770 - val_loss: 0.2218 - val_acc: 0.8333 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 271/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2002 - acc: 0.9074 - auc_min: 0.9726 - auc_max: 0.9729 - val_loss: 0.2079 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 272/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.1887 - acc: 0.8889 - auc_min: 0.9774 - auc_max: 0.9781 - val_loss: 0.2103 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 273/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1908 - acc: 0.8889 - auc_min: 0.9760 - auc_max: 0.9760 - val_loss: 0.2080 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 274/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.2031 - acc: 0.8981 - auc_min: 0.9722 - auc_max: 0.9729 - val_loss: 0.2284 - val_acc: 0.8333 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 275/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.1831 - acc: 0.8981 - auc_min: 0.9808 - auc_max: 0.9808 - val_loss: 0.2218 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 276/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1687 - acc: 0.9259 - auc_min: 0.9798 - auc_max: 0.9801 - val_loss: 0.2059 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 277/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1926 - acc: 0.8889 - auc_min: 0.9753 - auc_max: 0.9760 - val_loss: 0.2035 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 278/10000\n",
            "1/1 [==============================] - 1s 789ms/step - loss: 0.1680 - acc: 0.8981 - auc_min: 0.9846 - auc_max: 0.9849 - val_loss: 0.2037 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 279/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.1805 - acc: 0.8981 - auc_min: 0.9770 - auc_max: 0.9774 - val_loss: 0.2153 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 280/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.1828 - acc: 0.9074 - auc_min: 0.9808 - auc_max: 0.9808 - val_loss: 0.2102 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 281/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1834 - acc: 0.8981 - auc_min: 0.9794 - auc_max: 0.9798 - val_loss: 0.2013 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 282/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1940 - acc: 0.8981 - auc_min: 0.9753 - auc_max: 0.9757 - val_loss: 0.1993 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 283/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1798 - acc: 0.8889 - auc_min: 0.9791 - auc_max: 0.9791 - val_loss: 0.1983 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 284/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1991 - acc: 0.8889 - auc_min: 0.9739 - auc_max: 0.9743 - val_loss: 0.2011 - val_acc: 0.8611 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 285/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.1776 - acc: 0.9074 - auc_min: 0.9811 - auc_max: 0.9811 - val_loss: 0.2046 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 286/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.1689 - acc: 0.9259 - auc_min: 0.9805 - auc_max: 0.9811 - val_loss: 0.2011 - val_acc: 0.8611 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 287/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1663 - acc: 0.9074 - auc_min: 0.9822 - auc_max: 0.9822 - val_loss: 0.1973 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9846\n",
            "Epoch 288/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.1970 - acc: 0.8889 - auc_min: 0.9709 - auc_max: 0.9722 - val_loss: 0.1989 - val_acc: 0.8611 - val_auc_min: 0.9815 - val_auc_max: 0.9846\n",
            "Epoch 289/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.1851 - acc: 0.9167 - auc_min: 0.9791 - auc_max: 0.9794 - val_loss: 0.1978 - val_acc: 0.8611 - val_auc_min: 0.9846 - val_auc_max: 0.9846\n",
            "Epoch 290/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1883 - acc: 0.9167 - auc_min: 0.9760 - auc_max: 0.9767 - val_loss: 0.1909 - val_acc: 0.9722 - val_auc_min: 0.9846 - val_auc_max: 0.9877\n",
            "Epoch 291/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1845 - acc: 0.8796 - auc_min: 0.9763 - auc_max: 0.9770 - val_loss: 0.1904 - val_acc: 0.9444 - val_auc_min: 0.9846 - val_auc_max: 0.9877\n",
            "Epoch 292/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.1687 - acc: 0.9167 - auc_min: 0.9811 - auc_max: 0.9815 - val_loss: 0.1950 - val_acc: 0.8611 - val_auc_min: 0.9846 - val_auc_max: 0.9877\n",
            "Epoch 293/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.1703 - acc: 0.9167 - auc_min: 0.9825 - auc_max: 0.9829 - val_loss: 0.1951 - val_acc: 0.8611 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 294/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1517 - acc: 0.9074 - auc_min: 0.9873 - auc_max: 0.9873 - val_loss: 0.1877 - val_acc: 0.9167 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 295/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1696 - acc: 0.8981 - auc_min: 0.9808 - auc_max: 0.9815 - val_loss: 0.1859 - val_acc: 0.9444 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 296/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1671 - acc: 0.9074 - auc_min: 0.9829 - auc_max: 0.9829 - val_loss: 0.1883 - val_acc: 0.8889 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 297/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.1665 - acc: 0.8981 - auc_min: 0.9811 - auc_max: 0.9818 - val_loss: 0.1920 - val_acc: 0.8889 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 298/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1841 - acc: 0.8889 - auc_min: 0.9774 - auc_max: 0.9781 - val_loss: 0.1834 - val_acc: 0.9444 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 299/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1700 - acc: 0.9074 - auc_min: 0.9805 - auc_max: 0.9808 - val_loss: 0.1798 - val_acc: 0.9722 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 300/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1583 - acc: 0.9074 - auc_min: 0.9842 - auc_max: 0.9846 - val_loss: 0.1792 - val_acc: 0.9722 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 301/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.1717 - acc: 0.9074 - auc_min: 0.9794 - auc_max: 0.9794 - val_loss: 0.1828 - val_acc: 0.8889 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 302/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1724 - acc: 0.9167 - auc_min: 0.9805 - auc_max: 0.9811 - val_loss: 0.1828 - val_acc: 0.8889 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 303/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.1870 - acc: 0.8981 - auc_min: 0.9757 - auc_max: 0.9757 - val_loss: 0.1802 - val_acc: 0.9167 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 304/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1782 - acc: 0.9074 - auc_min: 0.9777 - auc_max: 0.9787 - val_loss: 0.1742 - val_acc: 0.9722 - val_auc_min: 0.9877 - val_auc_max: 0.9907\n",
            "Epoch 305/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1785 - acc: 0.9074 - auc_min: 0.9794 - auc_max: 0.9794 - val_loss: 0.1736 - val_acc: 0.9722 - val_auc_min: 0.9877 - val_auc_max: 0.9877\n",
            "Epoch 306/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.1449 - acc: 0.9352 - auc_min: 0.9890 - auc_max: 0.9890 - val_loss: 0.1796 - val_acc: 0.8889 - val_auc_min: 0.9877 - val_auc_max: 0.9907\n",
            "Epoch 307/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.1574 - acc: 0.9074 - auc_min: 0.9835 - auc_max: 0.9839 - val_loss: 0.1778 - val_acc: 0.8889 - val_auc_min: 0.9907 - val_auc_max: 0.9907\n",
            "Epoch 308/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1742 - acc: 0.9167 - auc_min: 0.9798 - auc_max: 0.9798 - val_loss: 0.1696 - val_acc: 0.9722 - val_auc_min: 0.9907 - val_auc_max: 0.9907\n",
            "Epoch 309/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1730 - acc: 0.8981 - auc_min: 0.9825 - auc_max: 0.9829 - val_loss: 0.1680 - val_acc: 0.9722 - val_auc_min: 0.9907 - val_auc_max: 0.9907\n",
            "Epoch 310/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1551 - acc: 0.9259 - auc_min: 0.9859 - auc_max: 0.9863 - val_loss: 0.1747 - val_acc: 0.9167 - val_auc_min: 0.9907 - val_auc_max: 0.9938\n",
            "Epoch 311/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1699 - acc: 0.9167 - auc_min: 0.9825 - auc_max: 0.9825 - val_loss: 0.1816 - val_acc: 0.8889 - val_auc_min: 0.9907 - val_auc_max: 0.9938\n",
            "Epoch 312/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1795 - acc: 0.9074 - auc_min: 0.9805 - auc_max: 0.9822 - val_loss: 0.1649 - val_acc: 0.9722 - val_auc_min: 0.9938 - val_auc_max: 0.9938\n",
            "Epoch 313/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1548 - acc: 0.9167 - auc_min: 0.9839 - auc_max: 0.9842 - val_loss: 0.1636 - val_acc: 0.9722 - val_auc_min: 0.9938 - val_auc_max: 0.9938\n",
            "Epoch 314/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1640 - acc: 0.9074 - auc_min: 0.9839 - auc_max: 0.9839 - val_loss: 0.1739 - val_acc: 0.8889 - val_auc_min: 0.9938 - val_auc_max: 0.9938\n",
            "Epoch 315/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.1610 - acc: 0.9167 - auc_min: 0.9859 - auc_max: 0.9866 - val_loss: 0.1698 - val_acc: 0.9444 - val_auc_min: 0.9938 - val_auc_max: 0.9969\n",
            "Epoch 316/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1555 - acc: 0.9074 - auc_min: 0.9856 - auc_max: 0.9856 - val_loss: 0.1610 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 317/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1607 - acc: 0.9167 - auc_min: 0.9842 - auc_max: 0.9846 - val_loss: 0.1597 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 318/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.1562 - acc: 0.9167 - auc_min: 0.9866 - auc_max: 0.9866 - val_loss: 0.1604 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 319/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1584 - acc: 0.8889 - auc_min: 0.9853 - auc_max: 0.9853 - val_loss: 0.1713 - val_acc: 0.8889 - val_auc_min: 0.9969 - val_auc_max: 1.0000\n",
            "Epoch 320/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1548 - acc: 0.9259 - auc_min: 0.9849 - auc_max: 0.9853 - val_loss: 0.1594 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 1.0000\n",
            "Epoch 321/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1652 - acc: 0.9074 - auc_min: 0.9818 - auc_max: 0.9818 - val_loss: 0.1564 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 322/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.1543 - acc: 0.8981 - auc_min: 0.9856 - auc_max: 0.9856 - val_loss: 0.1571 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 323/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1419 - acc: 0.9074 - auc_min: 0.9890 - auc_max: 0.9890 - val_loss: 0.1609 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 324/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1632 - acc: 0.9167 - auc_min: 0.9832 - auc_max: 0.9846 - val_loss: 0.1507 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 325/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1383 - acc: 0.9167 - auc_min: 0.9877 - auc_max: 0.9877 - val_loss: 0.1497 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 326/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.1685 - acc: 0.9074 - auc_min: 0.9818 - auc_max: 0.9818 - val_loss: 0.1517 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 327/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.1422 - acc: 0.9259 - auc_min: 0.9880 - auc_max: 0.9880 - val_loss: 0.1527 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 328/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1567 - acc: 0.9167 - auc_min: 0.9853 - auc_max: 0.9859 - val_loss: 0.1458 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 329/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1639 - acc: 0.8981 - auc_min: 0.9842 - auc_max: 0.9846 - val_loss: 0.1450 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 330/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.1568 - acc: 0.9167 - auc_min: 0.9832 - auc_max: 0.9832 - val_loss: 0.1458 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 331/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.1510 - acc: 0.8981 - auc_min: 0.9846 - auc_max: 0.9846 - val_loss: 0.1491 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 332/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1534 - acc: 0.9167 - auc_min: 0.9856 - auc_max: 0.9859 - val_loss: 0.1409 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 333/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1372 - acc: 0.9259 - auc_min: 0.9901 - auc_max: 0.9904 - val_loss: 0.1416 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 334/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.1395 - acc: 0.9167 - auc_min: 0.9870 - auc_max: 0.9873 - val_loss: 0.1414 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 335/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1422 - acc: 0.9259 - auc_min: 0.9873 - auc_max: 0.9877 - val_loss: 0.1365 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 336/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1469 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9863 - val_loss: 0.1346 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 337/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.1581 - acc: 0.9167 - auc_min: 0.9859 - auc_max: 0.9859 - val_loss: 0.1403 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 338/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1545 - acc: 0.9074 - auc_min: 0.9856 - auc_max: 0.9863 - val_loss: 0.1501 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 339/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1514 - acc: 0.9259 - auc_min: 0.9856 - auc_max: 0.9856 - val_loss: 0.1355 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 340/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1336 - acc: 0.9537 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.1294 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 341/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.1501 - acc: 0.8889 - auc_min: 0.9856 - auc_max: 0.9856 - val_loss: 0.1557 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 342/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1760 - acc: 0.9167 - auc_min: 0.9829 - auc_max: 0.9835 - val_loss: 0.1307 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 343/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1536 - acc: 0.9074 - auc_min: 0.9859 - auc_max: 0.9859 - val_loss: 0.1237 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 344/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1379 - acc: 0.9167 - auc_min: 0.9894 - auc_max: 0.9894 - val_loss: 0.1238 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 345/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.1441 - acc: 0.9074 - auc_min: 0.9853 - auc_max: 0.9856 - val_loss: 0.1254 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 346/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1421 - acc: 0.9167 - auc_min: 0.9870 - auc_max: 0.9877 - val_loss: 0.1192 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 347/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1307 - acc: 0.9074 - auc_min: 0.9894 - auc_max: 0.9897 - val_loss: 0.1177 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 348/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.1429 - acc: 0.9167 - auc_min: 0.9863 - auc_max: 0.9866 - val_loss: 0.1308 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 349/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1411 - acc: 0.9259 - auc_min: 0.9890 - auc_max: 0.9897 - val_loss: 0.1162 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 350/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1400 - acc: 0.9074 - auc_min: 0.9880 - auc_max: 0.9880 - val_loss: 0.1146 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 351/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.1347 - acc: 0.9259 - auc_min: 0.9887 - auc_max: 0.9890 - val_loss: 0.1194 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 352/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1323 - acc: 0.9259 - auc_min: 0.9894 - auc_max: 0.9897 - val_loss: 0.1165 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 353/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1293 - acc: 0.9074 - auc_min: 0.9873 - auc_max: 0.9877 - val_loss: 0.1112 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 354/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1386 - acc: 0.9074 - auc_min: 0.9873 - auc_max: 0.9877 - val_loss: 0.1105 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 355/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.1350 - acc: 0.9074 - auc_min: 0.9883 - auc_max: 0.9887 - val_loss: 0.1189 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 356/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1310 - acc: 0.9259 - auc_min: 0.9911 - auc_max: 0.9911 - val_loss: 0.1083 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 357/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1486 - acc: 0.9074 - auc_min: 0.9873 - auc_max: 0.9877 - val_loss: 0.1063 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 358/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1520 - acc: 0.9074 - auc_min: 0.9866 - auc_max: 0.9866 - val_loss: 0.1053 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 359/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.1400 - acc: 0.9259 - auc_min: 0.9894 - auc_max: 0.9894 - val_loss: 0.1111 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 360/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1143 - acc: 0.9352 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.1014 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 361/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.1186 - acc: 0.9259 - auc_min: 0.9911 - auc_max: 0.9911 - val_loss: 0.1096 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 362/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1233 - acc: 0.9259 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.0999 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 363/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1202 - acc: 0.9537 - auc_min: 0.9918 - auc_max: 0.9918 - val_loss: 0.0993 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 364/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1496 - acc: 0.9074 - auc_min: 0.9877 - auc_max: 0.9877 - val_loss: 0.0977 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 365/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1310 - acc: 0.9074 - auc_min: 0.9890 - auc_max: 0.9890 - val_loss: 0.0971 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 366/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1349 - acc: 0.9167 - auc_min: 0.9890 - auc_max: 0.9897 - val_loss: 0.0948 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 367/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1197 - acc: 0.9352 - auc_min: 0.9907 - auc_max: 0.9907 - val_loss: 0.0939 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 368/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.1393 - acc: 0.9167 - auc_min: 0.9901 - auc_max: 0.9901 - val_loss: 0.1052 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 369/10000\n",
            "1/1 [==============================] - 1s 789ms/step - loss: 0.1290 - acc: 0.9167 - auc_min: 0.9887 - auc_max: 0.9887 - val_loss: 0.0968 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 370/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1418 - acc: 0.9352 - auc_min: 0.9873 - auc_max: 0.9887 - val_loss: 0.0938 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 371/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.1285 - acc: 0.9074 - auc_min: 0.9894 - auc_max: 0.9897 - val_loss: 0.0965 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 372/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1299 - acc: 0.9352 - auc_min: 0.9904 - auc_max: 0.9904 - val_loss: 0.0936 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 373/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1116 - acc: 0.9444 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.0920 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 374/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.1194 - acc: 0.9352 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.1016 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 375/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1196 - acc: 0.9259 - auc_min: 0.9918 - auc_max: 0.9918 - val_loss: 0.0919 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 376/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1309 - acc: 0.9259 - auc_min: 0.9883 - auc_max: 0.9883 - val_loss: 0.0908 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 377/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1051 - acc: 0.9352 - auc_min: 0.9914 - auc_max: 0.9921 - val_loss: 0.0892 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 378/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1274 - acc: 0.9167 - auc_min: 0.9901 - auc_max: 0.9901 - val_loss: 0.0880 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 379/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.1047 - acc: 0.9537 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.1018 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 380/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.1328 - acc: 0.9167 - auc_min: 0.9897 - auc_max: 0.9897 - val_loss: 0.0999 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 381/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.1530 - acc: 0.9352 - auc_min: 0.9901 - auc_max: 0.9901 - val_loss: 0.1121 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 382/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1299 - acc: 0.9167 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.0871 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 383/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.0974 - acc: 0.9537 - auc_min: 0.9935 - auc_max: 0.9938 - val_loss: 0.0933 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 384/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1180 - acc: 0.9352 - auc_min: 0.9928 - auc_max: 0.9928 - val_loss: 0.0879 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 385/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.1090 - acc: 0.9352 - auc_min: 0.9914 - auc_max: 0.9918 - val_loss: 0.0911 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 386/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.1215 - acc: 0.9167 - auc_min: 0.9921 - auc_max: 0.9921 - val_loss: 0.0874 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 387/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.0975 - acc: 0.9444 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.0886 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 388/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1181 - acc: 0.9167 - auc_min: 0.9904 - auc_max: 0.9904 - val_loss: 0.0895 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 389/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1101 - acc: 0.9352 - auc_min: 0.9931 - auc_max: 0.9931 - val_loss: 0.0836 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 390/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1092 - acc: 0.9537 - auc_min: 0.9925 - auc_max: 0.9925 - val_loss: 0.0831 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 391/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1037 - acc: 0.9537 - auc_min: 0.9925 - auc_max: 0.9925 - val_loss: 0.0984 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 392/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.1193 - acc: 0.9352 - auc_min: 0.9911 - auc_max: 0.9911 - val_loss: 0.0859 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 393/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1174 - acc: 0.9444 - auc_min: 0.9914 - auc_max: 0.9914 - val_loss: 0.0776 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 394/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.1086 - acc: 0.9444 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.0887 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 395/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1244 - acc: 0.9259 - auc_min: 0.9918 - auc_max: 0.9918 - val_loss: 0.0884 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 396/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1217 - acc: 0.9444 - auc_min: 0.9928 - auc_max: 0.9928 - val_loss: 0.0930 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 397/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.1174 - acc: 0.9074 - auc_min: 0.9901 - auc_max: 0.9901 - val_loss: 0.0796 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 398/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.1045 - acc: 0.9259 - auc_min: 0.9931 - auc_max: 0.9931 - val_loss: 0.0850 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 399/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1076 - acc: 0.9630 - auc_min: 0.9928 - auc_max: 0.9928 - val_loss: 0.0767 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 400/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1053 - acc: 0.9537 - auc_min: 0.9921 - auc_max: 0.9921 - val_loss: 0.0842 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 401/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1045 - acc: 0.9259 - auc_min: 0.9928 - auc_max: 0.9928 - val_loss: 0.0772 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 402/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.1049 - acc: 0.9444 - auc_min: 0.9931 - auc_max: 0.9931 - val_loss: 0.0795 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 403/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1032 - acc: 0.9444 - auc_min: 0.9938 - auc_max: 0.9942 - val_loss: 0.0828 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 404/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0933 - acc: 0.9444 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.0718 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 405/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1161 - acc: 0.9630 - auc_min: 0.9931 - auc_max: 0.9931 - val_loss: 0.0695 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 406/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.1107 - acc: 0.9352 - auc_min: 0.9921 - auc_max: 0.9921 - val_loss: 0.0815 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 407/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.0959 - acc: 0.9444 - auc_min: 0.9962 - auc_max: 0.9962 - val_loss: 0.0845 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 408/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.1036 - acc: 0.9537 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.0698 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 409/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.0893 - acc: 0.9630 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.1028 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 410/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1158 - acc: 0.9259 - auc_min: 0.9942 - auc_max: 0.9942 - val_loss: 0.0791 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 411/10000\n",
            "1/1 [==============================] - 1s 790ms/step - loss: 0.1085 - acc: 0.9537 - auc_min: 0.9907 - auc_max: 0.9907 - val_loss: 0.0753 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 412/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.0933 - acc: 0.9630 - auc_min: 0.9959 - auc_max: 0.9962 - val_loss: 0.1071 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 413/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1039 - acc: 0.9537 - auc_min: 0.9959 - auc_max: 0.9962 - val_loss: 0.0698 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 414/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1017 - acc: 0.9352 - auc_min: 0.9925 - auc_max: 0.9928 - val_loss: 0.0822 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 415/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.1015 - acc: 0.9630 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.0746 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 416/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.1139 - acc: 0.9167 - auc_min: 0.9911 - auc_max: 0.9918 - val_loss: 0.0835 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 417/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.0994 - acc: 0.9444 - auc_min: 0.9945 - auc_max: 0.9945 - val_loss: 0.0772 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 418/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.1088 - acc: 0.9444 - auc_min: 0.9931 - auc_max: 0.9935 - val_loss: 0.0757 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 419/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.0794 - acc: 0.9537 - auc_min: 0.9969 - auc_max: 0.9969 - val_loss: 0.0700 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 420/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.0923 - acc: 0.9444 - auc_min: 0.9945 - auc_max: 0.9949 - val_loss: 0.0696 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 421/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.0909 - acc: 0.9537 - auc_min: 0.9962 - auc_max: 0.9962 - val_loss: 0.0757 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 422/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1067 - acc: 0.9259 - auc_min: 0.9921 - auc_max: 0.9921 - val_loss: 0.0658 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 423/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.0866 - acc: 0.9537 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.0721 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 424/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0957 - acc: 0.9537 - auc_min: 0.9942 - auc_max: 0.9945 - val_loss: 0.0645 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 425/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.0888 - acc: 0.9537 - auc_min: 0.9949 - auc_max: 0.9949 - val_loss: 0.0718 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 426/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.0831 - acc: 0.9722 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.0645 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 427/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1009 - acc: 0.9537 - auc_min: 0.9935 - auc_max: 0.9938 - val_loss: 0.0633 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 428/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.0844 - acc: 0.9630 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.0792 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 429/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1070 - acc: 0.9352 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.0898 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 430/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1076 - acc: 0.9537 - auc_min: 0.9952 - auc_max: 0.9955 - val_loss: 0.0658 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 431/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.0828 - acc: 0.9630 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.0793 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 432/10000\n",
            "1/1 [==============================] - 1s 787ms/step - loss: 0.0885 - acc: 0.9537 - auc_min: 0.9949 - auc_max: 0.9949 - val_loss: 0.0657 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 433/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.0821 - acc: 0.9722 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.0658 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 434/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.0895 - acc: 0.9630 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.0683 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 435/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.0752 - acc: 0.9722 - auc_min: 0.9973 - auc_max: 0.9973 - val_loss: 0.0641 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 436/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0807 - acc: 0.9630 - auc_min: 0.9962 - auc_max: 0.9962 - val_loss: 0.0633 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 437/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.0931 - acc: 0.9630 - auc_min: 0.9942 - auc_max: 0.9945 - val_loss: 0.0639 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 438/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0879 - acc: 0.9537 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.0611 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 439/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.0926 - acc: 0.9630 - auc_min: 0.9945 - auc_max: 0.9945 - val_loss: 0.0597 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 440/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.0828 - acc: 0.9352 - auc_min: 0.9949 - auc_max: 0.9949 - val_loss: 0.0671 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 441/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.0847 - acc: 0.9444 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.0680 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 442/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.1037 - acc: 0.9537 - auc_min: 0.9949 - auc_max: 0.9949 - val_loss: 0.0746 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 443/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.0829 - acc: 0.9630 - auc_min: 0.9973 - auc_max: 0.9973 - val_loss: 0.0747 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 444/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.0729 - acc: 0.9630 - auc_min: 0.9986 - auc_max: 0.9990 - val_loss: 0.0705 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 445/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.0859 - acc: 0.9352 - auc_min: 0.9952 - auc_max: 0.9952 - val_loss: 0.1634 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 446/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.1281 - acc: 0.9259 - auc_min: 0.9959 - auc_max: 0.9959 - val_loss: 0.2991 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 447/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2666 - acc: 0.9167 - auc_min: 0.9942 - auc_max: 0.9952 - val_loss: 0.1750 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 448/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.1072 - acc: 0.9352 - auc_min: 0.9976 - auc_max: 0.9976 - val_loss: 0.2701 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 449/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.1790 - acc: 0.9167 - auc_min: 0.9931 - auc_max: 0.9935 - val_loss: 0.1400 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 450/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.1514 - acc: 0.9444 - auc_min: 0.9938 - auc_max: 0.9942 - val_loss: 0.1923 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 451/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.1855 - acc: 0.9444 - auc_min: 0.9815 - auc_max: 0.9979 - val_loss: 0.1236 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 452/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1019 - acc: 0.9444 - auc_min: 0.9935 - auc_max: 0.9935 - val_loss: 0.3400 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 453/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.1849 - acc: 0.8889 - auc_min: 0.9945 - auc_max: 0.9945 - val_loss: 0.1114 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 454/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.1034 - acc: 0.9444 - auc_min: 0.9931 - auc_max: 0.9938 - val_loss: 0.1774 - val_acc: 0.9444 - val_auc_min: 0.9938 - val_auc_max: 0.9969\n",
            "Epoch 455/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.1728 - acc: 0.9352 - auc_min: 0.9945 - auc_max: 0.9952 - val_loss: 0.1347 - val_acc: 0.9722 - val_auc_min: 0.9938 - val_auc_max: 0.9969\n",
            "Epoch 456/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.1344 - acc: 0.9444 - auc_min: 0.9945 - auc_max: 0.9945 - val_loss: 0.1439 - val_acc: 0.8889 - val_auc_min: 0.9938 - val_auc_max: 0.9969\n",
            "Epoch 457/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.0997 - acc: 0.9444 - auc_min: 0.9949 - auc_max: 0.9949 - val_loss: 0.2785 - val_acc: 0.8333 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 458/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1496 - acc: 0.9352 - auc_min: 0.9962 - auc_max: 0.9966 - val_loss: 0.1549 - val_acc: 0.8889 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "Epoch 459/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.0995 - acc: 0.9537 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.1127 - val_acc: 0.9722 - val_auc_min: 0.9969 - val_auc_max: 0.9969\n",
            "2/2 [==============================] - 1s 109ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8347 - acc: 0.5000 - auc_min: 0.4232 - auc_max: 0.4438 - val_loss: 0.6612 - val_acc: 0.7778 - val_auc_min: 0.8704 - val_auc_max: 0.9074\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.6871 - acc: 0.5185 - auc_min: 0.5549 - auc_max: 0.5741 - val_loss: 0.6729 - val_acc: 0.5000 - val_auc_min: 0.8704 - val_auc_max: 0.8858\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6823 - acc: 0.5093 - auc_min: 0.7068 - auc_max: 0.7222 - val_loss: 0.6420 - val_acc: 0.5000 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6159 - acc: 0.5648 - auc_min: 0.8752 - auc_max: 0.8824 - val_loss: 0.5821 - val_acc: 0.6944 - val_auc_min: 0.9259 - val_auc_max: 0.9444\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5359 - acc: 0.6944 - auc_min: 0.8920 - auc_max: 0.8968 - val_loss: 0.5354 - val_acc: 0.7778 - val_auc_min: 0.9259 - val_auc_max: 0.9414\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5134 - acc: 0.8333 - auc_min: 0.8813 - auc_max: 0.8858 - val_loss: 0.5169 - val_acc: 0.8056 - val_auc_min: 0.9228 - val_auc_max: 0.9259\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4678 - acc: 0.8426 - auc_min: 0.9338 - auc_max: 0.9376 - val_loss: 0.5141 - val_acc: 0.8056 - val_auc_min: 0.9136 - val_auc_max: 0.9198\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4727 - acc: 0.8056 - auc_min: 0.9122 - auc_max: 0.9184 - val_loss: 0.5096 - val_acc: 0.8056 - val_auc_min: 0.9012 - val_auc_max: 0.9198\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4552 - acc: 0.8056 - auc_min: 0.9228 - auc_max: 0.9263 - val_loss: 0.4957 - val_acc: 0.8056 - val_auc_min: 0.9043 - val_auc_max: 0.9167\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4141 - acc: 0.8333 - auc_min: 0.9307 - auc_max: 0.9359 - val_loss: 0.4790 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3939 - acc: 0.8519 - auc_min: 0.9359 - auc_max: 0.9400 - val_loss: 0.4665 - val_acc: 0.7778 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3671 - acc: 0.8981 - auc_min: 0.9489 - auc_max: 0.9510 - val_loss: 0.4602 - val_acc: 0.7778 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3771 - acc: 0.8519 - auc_min: 0.9280 - auc_max: 0.9311 - val_loss: 0.4594 - val_acc: 0.7778 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3587 - acc: 0.8889 - auc_min: 0.9372 - auc_max: 0.9407 - val_loss: 0.4607 - val_acc: 0.7778 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3386 - acc: 0.8704 - auc_min: 0.9520 - auc_max: 0.9544 - val_loss: 0.4613 - val_acc: 0.7778 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3457 - acc: 0.8426 - auc_min: 0.9444 - auc_max: 0.9472 - val_loss: 0.4628 - val_acc: 0.7778 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3154 - acc: 0.9074 - auc_min: 0.9612 - auc_max: 0.9626 - val_loss: 0.4674 - val_acc: 0.7778 - val_auc_min: 0.8827 - val_auc_max: 0.8858\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3119 - acc: 0.8611 - auc_min: 0.9516 - auc_max: 0.9527 - val_loss: 0.4767 - val_acc: 0.7778 - val_auc_min: 0.8673 - val_auc_max: 0.8796\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2992 - acc: 0.8889 - auc_min: 0.9544 - auc_max: 0.9571 - val_loss: 0.4893 - val_acc: 0.7778 - val_auc_min: 0.8519 - val_auc_max: 0.8765\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 786ms/step - loss: 0.2979 - acc: 0.8981 - auc_min: 0.9496 - auc_max: 0.9523 - val_loss: 0.5036 - val_acc: 0.7778 - val_auc_min: 0.8457 - val_auc_max: 0.8642\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3000 - acc: 0.8889 - auc_min: 0.9359 - auc_max: 0.9383 - val_loss: 0.5168 - val_acc: 0.7778 - val_auc_min: 0.8272 - val_auc_max: 0.8519\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2803 - acc: 0.8981 - auc_min: 0.9612 - auc_max: 0.9623 - val_loss: 0.5268 - val_acc: 0.7778 - val_auc_min: 0.8086 - val_auc_max: 0.8395\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2768 - acc: 0.9074 - auc_min: 0.9582 - auc_max: 0.9599 - val_loss: 0.5333 - val_acc: 0.7778 - val_auc_min: 0.8025 - val_auc_max: 0.8333\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2717 - acc: 0.8981 - auc_min: 0.9544 - auc_max: 0.9561 - val_loss: 0.5373 - val_acc: 0.7778 - val_auc_min: 0.7932 - val_auc_max: 0.8210\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2666 - acc: 0.8889 - auc_min: 0.9612 - auc_max: 0.9623 - val_loss: 0.5401 - val_acc: 0.7778 - val_auc_min: 0.7901 - val_auc_max: 0.8086\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2738 - acc: 0.8889 - auc_min: 0.9523 - auc_max: 0.9544 - val_loss: 0.5427 - val_acc: 0.7778 - val_auc_min: 0.7840 - val_auc_max: 0.8025\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.2539 - acc: 0.9074 - auc_min: 0.9633 - auc_max: 0.9647 - val_loss: 0.5469 - val_acc: 0.7778 - val_auc_min: 0.7685 - val_auc_max: 0.7840\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2565 - acc: 0.9074 - auc_min: 0.9595 - auc_max: 0.9595 - val_loss: 0.5537 - val_acc: 0.7778 - val_auc_min: 0.7654 - val_auc_max: 0.7778\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2689 - acc: 0.8889 - auc_min: 0.9551 - auc_max: 0.9564 - val_loss: 0.5634 - val_acc: 0.7778 - val_auc_min: 0.7531 - val_auc_max: 0.7747\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.2392 - acc: 0.8981 - auc_min: 0.9709 - auc_max: 0.9719 - val_loss: 0.5760 - val_acc: 0.7778 - val_auc_min: 0.7438 - val_auc_max: 0.7593\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2464 - acc: 0.9167 - auc_min: 0.9599 - auc_max: 0.9616 - val_loss: 0.5912 - val_acc: 0.7778 - val_auc_min: 0.7407 - val_auc_max: 0.7531\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2432 - acc: 0.9167 - auc_min: 0.9674 - auc_max: 0.9678 - val_loss: 0.6083 - val_acc: 0.7778 - val_auc_min: 0.7407 - val_auc_max: 0.7407\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2347 - acc: 0.8981 - auc_min: 0.9664 - auc_max: 0.9688 - val_loss: 0.6270 - val_acc: 0.7778 - val_auc_min: 0.7377 - val_auc_max: 0.7407\n",
            "2/2 [==============================] - 1s 104ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8130 - acc: 0.4537 - auc_min: 0.3292 - auc_max: 0.3453 - val_loss: 0.7035 - val_acc: 0.5000 - val_auc_min: 0.5185 - val_auc_max: 0.5370\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7123 - acc: 0.4907 - auc_min: 0.5014 - auc_max: 0.5165 - val_loss: 0.6913 - val_acc: 0.5833 - val_auc_min: 0.5741 - val_auc_max: 0.5741\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6480 - acc: 0.6111 - auc_min: 0.7061 - auc_max: 0.7181 - val_loss: 0.6897 - val_acc: 0.6389 - val_auc_min: 0.5000 - val_auc_max: 0.5370\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5908 - acc: 0.7407 - auc_min: 0.8165 - auc_max: 0.8268 - val_loss: 0.6890 - val_acc: 0.6111 - val_auc_min: 0.5000 - val_auc_max: 0.5185\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.5291 - acc: 0.8426 - auc_min: 0.8872 - auc_max: 0.8947 - val_loss: 0.6957 - val_acc: 0.5833 - val_auc_min: 0.5123 - val_auc_max: 0.5185\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.4622 - acc: 0.8426 - auc_min: 0.9283 - auc_max: 0.9307 - val_loss: 0.7135 - val_acc: 0.5833 - val_auc_min: 0.4815 - val_auc_max: 0.4938\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.4378 - acc: 0.8426 - auc_min: 0.9232 - auc_max: 0.9246 - val_loss: 0.7427 - val_acc: 0.5833 - val_auc_min: 0.4877 - val_auc_max: 0.5185\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.4116 - acc: 0.8333 - auc_min: 0.9211 - auc_max: 0.9239 - val_loss: 0.7868 - val_acc: 0.6111 - val_auc_min: 0.4907 - val_auc_max: 0.5000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3756 - acc: 0.8333 - auc_min: 0.9465 - auc_max: 0.9486 - val_loss: 0.8445 - val_acc: 0.6111 - val_auc_min: 0.4815 - val_auc_max: 0.4815\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3514 - acc: 0.8889 - auc_min: 0.9503 - auc_max: 0.9527 - val_loss: 0.9077 - val_acc: 0.6111 - val_auc_min: 0.4815 - val_auc_max: 0.4815\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3374 - acc: 0.8796 - auc_min: 0.9372 - auc_max: 0.9407 - val_loss: 0.9690 - val_acc: 0.6111 - val_auc_min: 0.4815 - val_auc_max: 0.4877\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3100 - acc: 0.8796 - auc_min: 0.9568 - auc_max: 0.9602 - val_loss: 1.0221 - val_acc: 0.6111 - val_auc_min: 0.5062 - val_auc_max: 0.5185\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3119 - acc: 0.8704 - auc_min: 0.9468 - auc_max: 0.9492 - val_loss: 1.0656 - val_acc: 0.6111 - val_auc_min: 0.5370 - val_auc_max: 0.5370\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2786 - acc: 0.8796 - auc_min: 0.9636 - auc_max: 0.9654 - val_loss: 1.1008 - val_acc: 0.6111 - val_auc_min: 0.5247 - val_auc_max: 0.5370\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2828 - acc: 0.8889 - auc_min: 0.9540 - auc_max: 0.9561 - val_loss: 1.1328 - val_acc: 0.5833 - val_auc_min: 0.5093 - val_auc_max: 0.5370\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2713 - acc: 0.8796 - auc_min: 0.9592 - auc_max: 0.9595 - val_loss: 1.1640 - val_acc: 0.5833 - val_auc_min: 0.5278 - val_auc_max: 0.5370\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2701 - acc: 0.8981 - auc_min: 0.9520 - auc_max: 0.9537 - val_loss: 1.1965 - val_acc: 0.5833 - val_auc_min: 0.5062 - val_auc_max: 0.5370\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2597 - acc: 0.9074 - auc_min: 0.9612 - auc_max: 0.9619 - val_loss: 1.2396 - val_acc: 0.5833 - val_auc_min: 0.5185 - val_auc_max: 0.5278\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2474 - acc: 0.9167 - auc_min: 0.9702 - auc_max: 0.9709 - val_loss: 1.2883 - val_acc: 0.5833 - val_auc_min: 0.5000 - val_auc_max: 0.5216\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2394 - acc: 0.9259 - auc_min: 0.9715 - auc_max: 0.9739 - val_loss: 1.3413 - val_acc: 0.5833 - val_auc_min: 0.5185 - val_auc_max: 0.5185\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2586 - acc: 0.8796 - auc_min: 0.9554 - auc_max: 0.9554 - val_loss: 1.3961 - val_acc: 0.5833 - val_auc_min: 0.5000 - val_auc_max: 0.5216\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2391 - acc: 0.9167 - auc_min: 0.9654 - auc_max: 0.9667 - val_loss: 1.4505 - val_acc: 0.5833 - val_auc_min: 0.5000 - val_auc_max: 0.5185\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2534 - acc: 0.9074 - auc_min: 0.9534 - auc_max: 0.9554 - val_loss: 1.5027 - val_acc: 0.5833 - val_auc_min: 0.5000 - val_auc_max: 0.5370\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2386 - acc: 0.9259 - auc_min: 0.9616 - auc_max: 0.9626 - val_loss: 1.5506 - val_acc: 0.5833 - val_auc_min: 0.5000 - val_auc_max: 0.5185\n",
            "2/2 [==============================] - 1s 96ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8858 - acc: 0.4907 - auc_min: 0.4163 - auc_max: 0.4338 - val_loss: 0.7900 - val_acc: 0.4167 - val_auc_min: 0.4043 - val_auc_max: 0.4259\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.7281 - acc: 0.4907 - auc_min: 0.5024 - auc_max: 0.5123 - val_loss: 0.8199 - val_acc: 0.4167 - val_auc_min: 0.3580 - val_auc_max: 0.3735\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.6213 - acc: 0.6204 - auc_min: 0.7452 - auc_max: 0.7503 - val_loss: 0.8491 - val_acc: 0.4167 - val_auc_min: 0.3519 - val_auc_max: 0.3796\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.5606 - acc: 0.7500 - auc_min: 0.8381 - auc_max: 0.8422 - val_loss: 0.8477 - val_acc: 0.4167 - val_auc_min: 0.3519 - val_auc_max: 0.3735\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.4807 - acc: 0.8889 - auc_min: 0.9359 - auc_max: 0.9383 - val_loss: 0.8362 - val_acc: 0.3889 - val_auc_min: 0.4074 - val_auc_max: 0.4259\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.4162 - acc: 0.8889 - auc_min: 0.9462 - auc_max: 0.9489 - val_loss: 0.8316 - val_acc: 0.3611 - val_auc_min: 0.3981 - val_auc_max: 0.4259\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3381 - acc: 0.9444 - auc_min: 0.9918 - auc_max: 0.9925 - val_loss: 0.8413 - val_acc: 0.3611 - val_auc_min: 0.4136 - val_auc_max: 0.4259\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3019 - acc: 0.9722 - auc_min: 0.9966 - auc_max: 0.9969 - val_loss: 0.8641 - val_acc: 0.3611 - val_auc_min: 0.3889 - val_auc_max: 0.3889\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2525 - acc: 0.9722 - auc_min: 0.9986 - auc_max: 0.9986 - val_loss: 0.9014 - val_acc: 0.4167 - val_auc_min: 0.3889 - val_auc_max: 0.3889\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2192 - acc: 0.9630 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.9543 - val_acc: 0.4167 - val_auc_min: 0.4259 - val_auc_max: 0.4259\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2029 - acc: 0.9815 - auc_min: 0.9986 - auc_max: 0.9990 - val_loss: 1.0247 - val_acc: 0.4167 - val_auc_min: 0.4198 - val_auc_max: 0.4259\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.1707 - acc: 0.9722 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.1039 - val_acc: 0.4444 - val_auc_min: 0.4136 - val_auc_max: 0.4259\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1530 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 1.1862 - val_acc: 0.4444 - val_auc_min: 0.4074 - val_auc_max: 0.4259\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.1397 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.2638 - val_acc: 0.4444 - val_auc_min: 0.4259 - val_auc_max: 0.4444\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1180 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.3285 - val_acc: 0.4444 - val_auc_min: 0.4198 - val_auc_max: 0.4383\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.1124 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.3779 - val_acc: 0.4444 - val_auc_min: 0.4136 - val_auc_max: 0.4383\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.1024 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.4138 - val_acc: 0.4444 - val_auc_min: 0.4259 - val_auc_max: 0.4444\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.0978 - acc: 0.9815 - auc_min: 0.9993 - auc_max: 0.9993 - val_loss: 1.4404 - val_acc: 0.4444 - val_auc_min: 0.4074 - val_auc_max: 0.4444\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.0829 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.4612 - val_acc: 0.4167 - val_auc_min: 0.4259 - val_auc_max: 0.4630\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.0661 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.4793 - val_acc: 0.4167 - val_auc_min: 0.4444 - val_auc_max: 0.4630\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.0721 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.5002 - val_acc: 0.4167 - val_auc_min: 0.4074 - val_auc_max: 0.4630\n",
            "2/2 [==============================] - 1s 91ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7135 - acc: 0.6019 - auc_min: 0.5388 - auc_max: 0.5508 - val_loss: 0.5733 - val_acc: 0.5556 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6670 - acc: 0.5278 - auc_min: 0.7054 - auc_max: 0.7167 - val_loss: 0.4876 - val_acc: 0.6944 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5818 - acc: 0.6389 - auc_min: 0.8419 - auc_max: 0.8477 - val_loss: 0.3909 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5173 - acc: 0.8333 - auc_min: 0.8776 - auc_max: 0.8800 - val_loss: 0.3189 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5070 - acc: 0.8241 - auc_min: 0.8553 - auc_max: 0.8618 - val_loss: 0.2671 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4683 - acc: 0.8426 - auc_min: 0.8659 - auc_max: 0.8724 - val_loss: 0.2313 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4233 - acc: 0.8611 - auc_min: 0.8964 - auc_max: 0.9009 - val_loss: 0.2118 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4095 - acc: 0.8704 - auc_min: 0.9005 - auc_max: 0.9023 - val_loss: 0.2021 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3791 - acc: 0.8796 - auc_min: 0.9246 - auc_max: 0.9270 - val_loss: 0.1925 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3560 - acc: 0.9074 - auc_min: 0.9174 - auc_max: 0.9198 - val_loss: 0.1805 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3384 - acc: 0.9167 - auc_min: 0.9235 - auc_max: 0.9263 - val_loss: 0.1623 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3376 - acc: 0.9074 - auc_min: 0.9256 - auc_max: 0.9273 - val_loss: 0.1409 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3179 - acc: 0.9167 - auc_min: 0.9187 - auc_max: 0.9208 - val_loss: 0.1218 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3084 - acc: 0.9167 - auc_min: 0.9218 - auc_max: 0.9239 - val_loss: 0.1063 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3223 - acc: 0.9259 - auc_min: 0.9023 - auc_max: 0.9047 - val_loss: 0.0959 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.3066 - acc: 0.9074 - auc_min: 0.9252 - auc_max: 0.9297 - val_loss: 0.0918 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3046 - acc: 0.9074 - auc_min: 0.9252 - auc_max: 0.9276 - val_loss: 0.0912 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2952 - acc: 0.9167 - auc_min: 0.9215 - auc_max: 0.9246 - val_loss: 0.0931 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.2993 - acc: 0.9167 - auc_min: 0.9150 - auc_max: 0.9163 - val_loss: 0.0964 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.2791 - acc: 0.9259 - auc_min: 0.9167 - auc_max: 0.9211 - val_loss: 0.1000 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.2877 - acc: 0.9167 - auc_min: 0.9273 - auc_max: 0.9297 - val_loss: 0.1012 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2902 - acc: 0.9074 - auc_min: 0.9239 - auc_max: 0.9266 - val_loss: 0.1008 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2946 - acc: 0.9074 - auc_min: 0.9266 - auc_max: 0.9307 - val_loss: 0.0971 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2768 - acc: 0.9259 - auc_min: 0.9311 - auc_max: 0.9328 - val_loss: 0.0919 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2890 - acc: 0.9167 - auc_min: 0.9228 - auc_max: 0.9252 - val_loss: 0.0853 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2864 - acc: 0.9167 - auc_min: 0.9228 - auc_max: 0.9256 - val_loss: 0.0800 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2839 - acc: 0.9167 - auc_min: 0.9187 - auc_max: 0.9222 - val_loss: 0.0766 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2826 - acc: 0.9259 - auc_min: 0.9170 - auc_max: 0.9211 - val_loss: 0.0748 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2719 - acc: 0.9259 - auc_min: 0.9290 - auc_max: 0.9318 - val_loss: 0.0753 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2769 - acc: 0.9074 - auc_min: 0.9338 - auc_max: 0.9379 - val_loss: 0.0774 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2766 - acc: 0.9167 - auc_min: 0.9300 - auc_max: 0.9318 - val_loss: 0.0800 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2705 - acc: 0.9167 - auc_min: 0.9328 - auc_max: 0.9362 - val_loss: 0.0836 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.2733 - acc: 0.9259 - auc_min: 0.9304 - auc_max: 0.9324 - val_loss: 0.0867 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 728ms/step - loss: 0.2627 - acc: 0.9259 - auc_min: 0.9318 - auc_max: 0.9345 - val_loss: 0.0890 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.2718 - acc: 0.9167 - auc_min: 0.9335 - auc_max: 0.9362 - val_loss: 0.0898 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2654 - acc: 0.9167 - auc_min: 0.9355 - auc_max: 0.9376 - val_loss: 0.0895 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2711 - acc: 0.9259 - auc_min: 0.9270 - auc_max: 0.9304 - val_loss: 0.0871 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2724 - acc: 0.9259 - auc_min: 0.9242 - auc_max: 0.9276 - val_loss: 0.0845 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2559 - acc: 0.9167 - auc_min: 0.9444 - auc_max: 0.9465 - val_loss: 0.0812 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.2830 - acc: 0.9259 - auc_min: 0.9239 - auc_max: 0.9266 - val_loss: 0.0779 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 729ms/step - loss: 0.2671 - acc: 0.9259 - auc_min: 0.9362 - auc_max: 0.9396 - val_loss: 0.0768 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.2550 - acc: 0.9259 - auc_min: 0.9393 - auc_max: 0.9420 - val_loss: 0.0770 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.2535 - acc: 0.9259 - auc_min: 0.9400 - auc_max: 0.9441 - val_loss: 0.0790 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.2632 - acc: 0.9259 - auc_min: 0.9345 - auc_max: 0.9369 - val_loss: 0.0836 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2583 - acc: 0.9167 - auc_min: 0.9417 - auc_max: 0.9431 - val_loss: 0.0873 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2650 - acc: 0.9167 - auc_min: 0.9352 - auc_max: 0.9379 - val_loss: 0.0899 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.2496 - acc: 0.9259 - auc_min: 0.9427 - auc_max: 0.9451 - val_loss: 0.0907 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2630 - acc: 0.9259 - auc_min: 0.9321 - auc_max: 0.9342 - val_loss: 0.0899 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 92ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8182 - acc: 0.5000 - auc_min: 0.3978 - auc_max: 0.4228 - val_loss: 0.6639 - val_acc: 0.7778 - val_auc_min: 0.9074 - val_auc_max: 0.9630\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7198 - acc: 0.4537 - auc_min: 0.4300 - auc_max: 0.4489 - val_loss: 0.6364 - val_acc: 0.5000 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6601 - acc: 0.5833 - auc_min: 0.6794 - auc_max: 0.7027 - val_loss: 0.5862 - val_acc: 0.6667 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6099 - acc: 0.6759 - auc_min: 0.8296 - auc_max: 0.8392 - val_loss: 0.5210 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5711 - acc: 0.7407 - auc_min: 0.8176 - auc_max: 0.8272 - val_loss: 0.4755 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5068 - acc: 0.8611 - auc_min: 0.8748 - auc_max: 0.8783 - val_loss: 0.4556 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5033 - acc: 0.7685 - auc_min: 0.8529 - auc_max: 0.8584 - val_loss: 0.4407 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4861 - acc: 0.7593 - auc_min: 0.8851 - auc_max: 0.8896 - val_loss: 0.4158 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4636 - acc: 0.7963 - auc_min: 0.8937 - auc_max: 0.8981 - val_loss: 0.3830 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4343 - acc: 0.8241 - auc_min: 0.8923 - auc_max: 0.8988 - val_loss: 0.3528 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4228 - acc: 0.8241 - auc_min: 0.8927 - auc_max: 0.8964 - val_loss: 0.3288 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4426 - acc: 0.8333 - auc_min: 0.8464 - auc_max: 0.8519 - val_loss: 0.3112 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4134 - acc: 0.8519 - auc_min: 0.8738 - auc_max: 0.8800 - val_loss: 0.2985 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4131 - acc: 0.8426 - auc_min: 0.8988 - auc_max: 0.9016 - val_loss: 0.2894 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4026 - acc: 0.8426 - auc_min: 0.8834 - auc_max: 0.8875 - val_loss: 0.2853 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.3968 - acc: 0.8426 - auc_min: 0.8940 - auc_max: 0.8981 - val_loss: 0.2874 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3933 - acc: 0.8519 - auc_min: 0.8813 - auc_max: 0.8848 - val_loss: 0.2941 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.4039 - acc: 0.8426 - auc_min: 0.8645 - auc_max: 0.8673 - val_loss: 0.3024 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3915 - acc: 0.8426 - auc_min: 0.8906 - auc_max: 0.8937 - val_loss: 0.3075 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.4003 - acc: 0.8241 - auc_min: 0.8796 - auc_max: 0.8827 - val_loss: 0.3057 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3935 - acc: 0.8426 - auc_min: 0.8834 - auc_max: 0.8848 - val_loss: 0.2987 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3815 - acc: 0.8426 - auc_min: 0.8885 - auc_max: 0.8923 - val_loss: 0.2885 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3947 - acc: 0.8426 - auc_min: 0.8875 - auc_max: 0.8916 - val_loss: 0.2774 - val_acc: 0.9167 - val_auc_min: 0.9691 - val_auc_max: 0.9815\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3790 - acc: 0.8333 - auc_min: 0.9057 - auc_max: 0.9081 - val_loss: 0.2662 - val_acc: 0.9167 - val_auc_min: 0.9691 - val_auc_max: 0.9815\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3754 - acc: 0.8426 - auc_min: 0.8975 - auc_max: 0.9002 - val_loss: 0.2584 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3741 - acc: 0.8519 - auc_min: 0.8985 - auc_max: 0.9012 - val_loss: 0.2544 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.4080 - acc: 0.8426 - auc_min: 0.8635 - auc_max: 0.8683 - val_loss: 0.2550 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3658 - acc: 0.8611 - auc_min: 0.9012 - auc_max: 0.9036 - val_loss: 0.2601 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3778 - acc: 0.8611 - auc_min: 0.8933 - auc_max: 0.8954 - val_loss: 0.2681 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3656 - acc: 0.8611 - auc_min: 0.9016 - auc_max: 0.9026 - val_loss: 0.2794 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3820 - acc: 0.8426 - auc_min: 0.8892 - auc_max: 0.8933 - val_loss: 0.2900 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3703 - acc: 0.8426 - auc_min: 0.8947 - auc_max: 0.8978 - val_loss: 0.2951 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3693 - acc: 0.8426 - auc_min: 0.9074 - auc_max: 0.9105 - val_loss: 0.2931 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3599 - acc: 0.8333 - auc_min: 0.9102 - auc_max: 0.9126 - val_loss: 0.2856 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.3688 - acc: 0.8426 - auc_min: 0.9029 - auc_max: 0.9060 - val_loss: 0.2754 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3707 - acc: 0.8519 - auc_min: 0.8961 - auc_max: 0.8975 - val_loss: 0.2658 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.3669 - acc: 0.8519 - auc_min: 0.9026 - auc_max: 0.9036 - val_loss: 0.2581 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3526 - acc: 0.8519 - auc_min: 0.9136 - auc_max: 0.9160 - val_loss: 0.2528 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3412 - acc: 0.8519 - auc_min: 0.9218 - auc_max: 0.9232 - val_loss: 0.2530 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3700 - acc: 0.8519 - auc_min: 0.8975 - auc_max: 0.8995 - val_loss: 0.2564 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3618 - acc: 0.8519 - auc_min: 0.9005 - auc_max: 0.9033 - val_loss: 0.2632 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3455 - acc: 0.8426 - auc_min: 0.9283 - auc_max: 0.9314 - val_loss: 0.2735 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3476 - acc: 0.8519 - auc_min: 0.9198 - auc_max: 0.9222 - val_loss: 0.2833 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3700 - acc: 0.8426 - auc_min: 0.9016 - auc_max: 0.9036 - val_loss: 0.2904 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3763 - acc: 0.8333 - auc_min: 0.9023 - auc_max: 0.9053 - val_loss: 0.2899 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3614 - acc: 0.8426 - auc_min: 0.9136 - auc_max: 0.9153 - val_loss: 0.2834 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3303 - acc: 0.8519 - auc_min: 0.9376 - auc_max: 0.9393 - val_loss: 0.2754 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3370 - acc: 0.8519 - auc_min: 0.9201 - auc_max: 0.9228 - val_loss: 0.2683 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3511 - acc: 0.8426 - auc_min: 0.9139 - auc_max: 0.9160 - val_loss: 0.2640 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3271 - acc: 0.8704 - auc_min: 0.9318 - auc_max: 0.9335 - val_loss: 0.2651 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3325 - acc: 0.8611 - auc_min: 0.9311 - auc_max: 0.9331 - val_loss: 0.2690 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3447 - acc: 0.8611 - auc_min: 0.9112 - auc_max: 0.9143 - val_loss: 0.2761 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9907\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3345 - acc: 0.8426 - auc_min: 0.9318 - auc_max: 0.9342 - val_loss: 0.2820 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3431 - acc: 0.8426 - auc_min: 0.9198 - auc_max: 0.9211 - val_loss: 0.2808 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3288 - acc: 0.8519 - auc_min: 0.9342 - auc_max: 0.9355 - val_loss: 0.2771 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3294 - acc: 0.8519 - auc_min: 0.9331 - auc_max: 0.9352 - val_loss: 0.2738 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3501 - acc: 0.8519 - auc_min: 0.9132 - auc_max: 0.9156 - val_loss: 0.2700 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3347 - acc: 0.8611 - auc_min: 0.9297 - auc_max: 0.9318 - val_loss: 0.2685 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 91ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6960 - acc: 0.6204 - auc_min: 0.6176 - auc_max: 0.6307 - val_loss: 0.5953 - val_acc: 0.5833 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6423 - acc: 0.6019 - auc_min: 0.7671 - auc_max: 0.7740 - val_loss: 0.5299 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5814 - acc: 0.7130 - auc_min: 0.7956 - auc_max: 0.8028 - val_loss: 0.4776 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5277 - acc: 0.7778 - auc_min: 0.8076 - auc_max: 0.8138 - val_loss: 0.4357 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5371 - acc: 0.7500 - auc_min: 0.7685 - auc_max: 0.7747 - val_loss: 0.4003 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4553 - acc: 0.8056 - auc_min: 0.8783 - auc_max: 0.8824 - val_loss: 0.3705 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4491 - acc: 0.8148 - auc_min: 0.8639 - auc_max: 0.8690 - val_loss: 0.3464 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4210 - acc: 0.7963 - auc_min: 0.8906 - auc_max: 0.8947 - val_loss: 0.3276 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4069 - acc: 0.8241 - auc_min: 0.8937 - auc_max: 0.8999 - val_loss: 0.3118 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3859 - acc: 0.8519 - auc_min: 0.9033 - auc_max: 0.9050 - val_loss: 0.2968 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3829 - acc: 0.8333 - auc_min: 0.8947 - auc_max: 0.8988 - val_loss: 0.2827 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3841 - acc: 0.8519 - auc_min: 0.8975 - auc_max: 0.9005 - val_loss: 0.2707 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3633 - acc: 0.8704 - auc_min: 0.9053 - auc_max: 0.9081 - val_loss: 0.2611 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3800 - acc: 0.8519 - auc_min: 0.8909 - auc_max: 0.8951 - val_loss: 0.2546 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3677 - acc: 0.8519 - auc_min: 0.8933 - auc_max: 0.8964 - val_loss: 0.2501 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3761 - acc: 0.8519 - auc_min: 0.8824 - auc_max: 0.8865 - val_loss: 0.2477 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3824 - acc: 0.8426 - auc_min: 0.8837 - auc_max: 0.8872 - val_loss: 0.2464 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3637 - acc: 0.8426 - auc_min: 0.8995 - auc_max: 0.9023 - val_loss: 0.2464 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3448 - acc: 0.8519 - auc_min: 0.9108 - auc_max: 0.9119 - val_loss: 0.2456 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3510 - acc: 0.8426 - auc_min: 0.9132 - auc_max: 0.9143 - val_loss: 0.2428 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3524 - acc: 0.8426 - auc_min: 0.9074 - auc_max: 0.9115 - val_loss: 0.2402 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3415 - acc: 0.8426 - auc_min: 0.9136 - auc_max: 0.9163 - val_loss: 0.2386 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3345 - acc: 0.8611 - auc_min: 0.9163 - auc_max: 0.9180 - val_loss: 0.2375 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3408 - acc: 0.8611 - auc_min: 0.9150 - auc_max: 0.9163 - val_loss: 0.2380 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3462 - acc: 0.8519 - auc_min: 0.9132 - auc_max: 0.9136 - val_loss: 0.2400 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3433 - acc: 0.8611 - auc_min: 0.9122 - auc_max: 0.9150 - val_loss: 0.2435 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3444 - acc: 0.8519 - auc_min: 0.9105 - auc_max: 0.9119 - val_loss: 0.2475 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3509 - acc: 0.8333 - auc_min: 0.9105 - auc_max: 0.9115 - val_loss: 0.2513 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3634 - acc: 0.8333 - auc_min: 0.8978 - auc_max: 0.9002 - val_loss: 0.2544 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.3591 - acc: 0.8148 - auc_min: 0.9074 - auc_max: 0.9102 - val_loss: 0.2567 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.3345 - acc: 0.8426 - auc_min: 0.9194 - auc_max: 0.9222 - val_loss: 0.2594 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3296 - acc: 0.8611 - auc_min: 0.9191 - auc_max: 0.9204 - val_loss: 0.2633 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3339 - acc: 0.8611 - auc_min: 0.9170 - auc_max: 0.9191 - val_loss: 0.2677 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3325 - acc: 0.8519 - auc_min: 0.9215 - auc_max: 0.9218 - val_loss: 0.2726 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3227 - acc: 0.8704 - auc_min: 0.9266 - auc_max: 0.9280 - val_loss: 0.2777 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3254 - acc: 0.8519 - auc_min: 0.9266 - auc_max: 0.9290 - val_loss: 0.2832 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 730ms/step - loss: 0.3092 - acc: 0.8611 - auc_min: 0.9362 - auc_max: 0.9366 - val_loss: 0.2888 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3247 - acc: 0.8519 - auc_min: 0.9276 - auc_max: 0.9294 - val_loss: 0.2944 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3241 - acc: 0.8704 - auc_min: 0.9294 - auc_max: 0.9321 - val_loss: 0.3005 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.2973 - acc: 0.8611 - auc_min: 0.9462 - auc_max: 0.9496 - val_loss: 0.3070 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3236 - acc: 0.8611 - auc_min: 0.9266 - auc_max: 0.9283 - val_loss: 0.3140 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3114 - acc: 0.8704 - auc_min: 0.9304 - auc_max: 0.9314 - val_loss: 0.3211 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3090 - acc: 0.8611 - auc_min: 0.9379 - auc_max: 0.9386 - val_loss: 0.3277 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 86ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7262 - acc: 0.4352 - auc_min: 0.4979 - auc_max: 0.5113 - val_loss: 0.5454 - val_acc: 0.6667 - val_auc_min: 0.8920 - val_auc_max: 0.9228\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6392 - acc: 0.6019 - auc_min: 0.7802 - auc_max: 0.7939 - val_loss: 0.5095 - val_acc: 0.7778 - val_auc_min: 0.8765 - val_auc_max: 0.9136\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5362 - acc: 0.7778 - auc_min: 0.9359 - auc_max: 0.9400 - val_loss: 0.4749 - val_acc: 0.8333 - val_auc_min: 0.8549 - val_auc_max: 0.8951\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4516 - acc: 0.8704 - auc_min: 0.9763 - auc_max: 0.9767 - val_loss: 0.4699 - val_acc: 0.8333 - val_auc_min: 0.8364 - val_auc_max: 0.8673\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.4063 - acc: 0.9537 - auc_min: 0.9938 - auc_max: 0.9938 - val_loss: 0.4850 - val_acc: 0.8333 - val_auc_min: 0.8241 - val_auc_max: 0.8426\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3542 - acc: 0.9352 - auc_min: 0.9907 - auc_max: 0.9918 - val_loss: 0.4977 - val_acc: 0.8333 - val_auc_min: 0.8272 - val_auc_max: 0.8457\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3101 - acc: 0.9537 - auc_min: 0.9955 - auc_max: 0.9955 - val_loss: 0.5028 - val_acc: 0.8333 - val_auc_min: 0.8210 - val_auc_max: 0.8457\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2639 - acc: 0.9630 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.5035 - val_acc: 0.8333 - val_auc_min: 0.8179 - val_auc_max: 0.8364\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.2376 - acc: 0.9815 - auc_min: 0.9983 - auc_max: 0.9983 - val_loss: 0.5070 - val_acc: 0.8333 - val_auc_min: 0.8272 - val_auc_max: 0.8333\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.2067 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5130 - val_acc: 0.8333 - val_auc_min: 0.8179 - val_auc_max: 0.8272\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.1884 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5289 - val_acc: 0.8333 - val_auc_min: 0.8210 - val_auc_max: 0.8302\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.1626 - acc: 0.9907 - auc_min: 0.9997 - auc_max: 0.9997 - val_loss: 0.5551 - val_acc: 0.8333 - val_auc_min: 0.8148 - val_auc_max: 0.8272\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1424 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.5922 - val_acc: 0.8333 - val_auc_min: 0.8148 - val_auc_max: 0.8272\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.1284 - acc: 1.0000 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.6366 - val_acc: 0.6667 - val_auc_min: 0.8148 - val_auc_max: 0.8179\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.1220 - acc: 0.9815 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.6855 - val_acc: 0.6667 - val_auc_min: 0.8148 - val_auc_max: 0.8272\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.1131 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7389 - val_acc: 0.6667 - val_auc_min: 0.8148 - val_auc_max: 0.8148\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.1038 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.7896 - val_acc: 0.6667 - val_auc_min: 0.8086 - val_auc_max: 0.8272\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.0997 - acc: 0.9907 - auc_min: 0.9993 - auc_max: 0.9993 - val_loss: 0.8339 - val_acc: 0.6667 - val_auc_min: 0.8025 - val_auc_max: 0.8395\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.0842 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.8727 - val_acc: 0.6667 - val_auc_min: 0.8086 - val_auc_max: 0.8148\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.0830 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.9073 - val_acc: 0.6667 - val_auc_min: 0.7963 - val_auc_max: 0.8148\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.0719 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.9400 - val_acc: 0.6667 - val_auc_min: 0.7901 - val_auc_max: 0.8025\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.0659 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 0.9726 - val_acc: 0.6667 - val_auc_min: 0.7593 - val_auc_max: 0.7963\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.0635 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.0087 - val_acc: 0.6667 - val_auc_min: 0.7963 - val_auc_max: 0.7963\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.0625 - acc: 0.9907 - auc_min: 1.0000 - auc_max: 1.0000 - val_loss: 1.0417 - val_acc: 0.6667 - val_auc_min: 0.7654 - val_auc_max: 0.8210\n",
            "2/2 [==============================] - 1s 105ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.0413 - acc: 0.5000 - auc_min: 0.5995 - auc_max: 0.6211 - val_loss: 0.7423 - val_acc: 0.5000 - val_auc_min: 0.6296 - val_auc_max: 0.6667\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7128 - acc: 0.5093 - auc_min: 0.7229 - auc_max: 0.7359 - val_loss: 0.6510 - val_acc: 0.7222 - val_auc_min: 0.7037 - val_auc_max: 0.7037\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.6138 - acc: 0.6852 - auc_min: 0.7507 - auc_max: 0.7637 - val_loss: 0.6749 - val_acc: 0.5000 - val_auc_min: 0.8148 - val_auc_max: 0.8148\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.6173 - acc: 0.6111 - auc_min: 0.8683 - auc_max: 0.8786 - val_loss: 0.6646 - val_acc: 0.5000 - val_auc_min: 0.9074 - val_auc_max: 0.9074\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5887 - acc: 0.6111 - auc_min: 0.9218 - auc_max: 0.9280 - val_loss: 0.6012 - val_acc: 0.5000 - val_auc_min: 0.9259 - val_auc_max: 0.9259\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5471 - acc: 0.6667 - auc_min: 0.9462 - auc_max: 0.9510 - val_loss: 0.5128 - val_acc: 0.6667 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4931 - acc: 0.7963 - auc_min: 0.9379 - auc_max: 0.9410 - val_loss: 0.4311 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3931 - acc: 0.9074 - auc_min: 0.9633 - auc_max: 0.9650 - val_loss: 0.3762 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3391 - acc: 0.9444 - auc_min: 0.9753 - auc_max: 0.9763 - val_loss: 0.3463 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3242 - acc: 0.9074 - auc_min: 0.9626 - auc_max: 0.9647 - val_loss: 0.3287 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3249 - acc: 0.8796 - auc_min: 0.9616 - auc_max: 0.9643 - val_loss: 0.3113 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3019 - acc: 0.8796 - auc_min: 0.9805 - auc_max: 0.9818 - val_loss: 0.2892 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2808 - acc: 0.9167 - auc_min: 0.9750 - auc_max: 0.9757 - val_loss: 0.2636 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2666 - acc: 0.9074 - auc_min: 0.9777 - auc_max: 0.9791 - val_loss: 0.2380 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2568 - acc: 0.9074 - auc_min: 0.9691 - auc_max: 0.9698 - val_loss: 0.2162 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2382 - acc: 0.9259 - auc_min: 0.9691 - auc_max: 0.9705 - val_loss: 0.2008 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2269 - acc: 0.9259 - auc_min: 0.9709 - auc_max: 0.9712 - val_loss: 0.1915 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2219 - acc: 0.9259 - auc_min: 0.9729 - auc_max: 0.9746 - val_loss: 0.1866 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2000 - acc: 0.9444 - auc_min: 0.9832 - auc_max: 0.9842 - val_loss: 0.1830 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.2171 - acc: 0.9352 - auc_min: 0.9698 - auc_max: 0.9705 - val_loss: 0.1784 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2193 - acc: 0.9444 - auc_min: 0.9654 - auc_max: 0.9678 - val_loss: 0.1715 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.2077 - acc: 0.9444 - auc_min: 0.9715 - auc_max: 0.9736 - val_loss: 0.1623 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2177 - acc: 0.9352 - auc_min: 0.9623 - auc_max: 0.9650 - val_loss: 0.1519 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2098 - acc: 0.9444 - auc_min: 0.9643 - auc_max: 0.9678 - val_loss: 0.1413 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1962 - acc: 0.9352 - auc_min: 0.9719 - auc_max: 0.9722 - val_loss: 0.1321 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1739 - acc: 0.9444 - auc_min: 0.9805 - auc_max: 0.9811 - val_loss: 0.1247 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1841 - acc: 0.9352 - auc_min: 0.9712 - auc_max: 0.9719 - val_loss: 0.1195 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1759 - acc: 0.9259 - auc_min: 0.9815 - auc_max: 0.9822 - val_loss: 0.1161 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1843 - acc: 0.9352 - auc_min: 0.9736 - auc_max: 0.9739 - val_loss: 0.1138 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1865 - acc: 0.9167 - auc_min: 0.9750 - auc_max: 0.9760 - val_loss: 0.1121 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1840 - acc: 0.9259 - auc_min: 0.9705 - auc_max: 0.9712 - val_loss: 0.1105 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1769 - acc: 0.9352 - auc_min: 0.9760 - auc_max: 0.9767 - val_loss: 0.1087 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1787 - acc: 0.9167 - auc_min: 0.9781 - auc_max: 0.9791 - val_loss: 0.1064 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1755 - acc: 0.9259 - auc_min: 0.9770 - auc_max: 0.9777 - val_loss: 0.1039 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1841 - acc: 0.9167 - auc_min: 0.9774 - auc_max: 0.9784 - val_loss: 0.1014 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.1742 - acc: 0.9259 - auc_min: 0.9801 - auc_max: 0.9811 - val_loss: 0.0993 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1689 - acc: 0.9352 - auc_min: 0.9770 - auc_max: 0.9781 - val_loss: 0.0979 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1592 - acc: 0.9259 - auc_min: 0.9846 - auc_max: 0.9849 - val_loss: 0.0972 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.1762 - acc: 0.9259 - auc_min: 0.9784 - auc_max: 0.9784 - val_loss: 0.0970 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.1660 - acc: 0.9352 - auc_min: 0.9781 - auc_max: 0.9784 - val_loss: 0.0973 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.1610 - acc: 0.9352 - auc_min: 0.9805 - auc_max: 0.9811 - val_loss: 0.0979 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.1497 - acc: 0.9352 - auc_min: 0.9880 - auc_max: 0.9880 - val_loss: 0.0985 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1569 - acc: 0.9352 - auc_min: 0.9822 - auc_max: 0.9825 - val_loss: 0.0990 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.1609 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9866 - val_loss: 0.0992 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.1566 - acc: 0.9352 - auc_min: 0.9835 - auc_max: 0.9853 - val_loss: 0.0992 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.1520 - acc: 0.9352 - auc_min: 0.9853 - auc_max: 0.9853 - val_loss: 0.0992 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.1503 - acc: 0.9352 - auc_min: 0.9870 - auc_max: 0.9870 - val_loss: 0.0993 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.1544 - acc: 0.9352 - auc_min: 0.9822 - auc_max: 0.9825 - val_loss: 0.0996 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.1641 - acc: 0.9352 - auc_min: 0.9801 - auc_max: 0.9801 - val_loss: 0.1002 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.1623 - acc: 0.9352 - auc_min: 0.9801 - auc_max: 0.9805 - val_loss: 0.1009 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1560 - acc: 0.9259 - auc_min: 0.9849 - auc_max: 0.9853 - val_loss: 0.1018 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.1460 - acc: 0.9352 - auc_min: 0.9883 - auc_max: 0.9894 - val_loss: 0.1029 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.1497 - acc: 0.9352 - auc_min: 0.9842 - auc_max: 0.9849 - val_loss: 0.1043 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.1489 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9866 - val_loss: 0.1059 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.1445 - acc: 0.9352 - auc_min: 0.9887 - auc_max: 0.9887 - val_loss: 0.1079 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.1515 - acc: 0.9352 - auc_min: 0.9839 - auc_max: 0.9846 - val_loss: 0.1101 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 789ms/step - loss: 0.1481 - acc: 0.9352 - auc_min: 0.9880 - auc_max: 0.9880 - val_loss: 0.1127 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.1457 - acc: 0.9352 - auc_min: 0.9904 - auc_max: 0.9911 - val_loss: 0.1155 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.1449 - acc: 0.9352 - auc_min: 0.9863 - auc_max: 0.9863 - val_loss: 0.1189 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 97ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8630 - acc: 0.4537 - auc_min: 0.3985 - auc_max: 0.4108 - val_loss: 0.8728 - val_acc: 0.2778 - val_auc_min: 0.0926 - val_auc_max: 0.1111\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7249 - acc: 0.5000 - auc_min: 0.4949 - auc_max: 0.5106 - val_loss: 0.7819 - val_acc: 0.5278 - val_auc_min: 0.3179 - val_auc_max: 0.3519\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7167 - acc: 0.5556 - auc_min: 0.6193 - auc_max: 0.6324 - val_loss: 0.7192 - val_acc: 0.5278 - val_auc_min: 0.6111 - val_auc_max: 0.6296\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6978 - acc: 0.5556 - auc_min: 0.7215 - auc_max: 0.7342 - val_loss: 0.6368 - val_acc: 0.6111 - val_auc_min: 0.8519 - val_auc_max: 0.8704\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6317 - acc: 0.5926 - auc_min: 0.7946 - auc_max: 0.7997 - val_loss: 0.5547 - val_acc: 0.8056 - val_auc_min: 0.9259 - val_auc_max: 0.9259\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5813 - acc: 0.6759 - auc_min: 0.7942 - auc_max: 0.7994 - val_loss: 0.4905 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5144 - acc: 0.7778 - auc_min: 0.8704 - auc_max: 0.8748 - val_loss: 0.4430 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5157 - acc: 0.7593 - auc_min: 0.8419 - auc_max: 0.8484 - val_loss: 0.3998 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5012 - acc: 0.7685 - auc_min: 0.8570 - auc_max: 0.8628 - val_loss: 0.3547 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4902 - acc: 0.7963 - auc_min: 0.8683 - auc_max: 0.8731 - val_loss: 0.3117 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4515 - acc: 0.8611 - auc_min: 0.8731 - auc_max: 0.8793 - val_loss: 0.2791 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4335 - acc: 0.8519 - auc_min: 0.8748 - auc_max: 0.8783 - val_loss: 0.2604 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4274 - acc: 0.8426 - auc_min: 0.8539 - auc_max: 0.8584 - val_loss: 0.2525 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4157 - acc: 0.8241 - auc_min: 0.8731 - auc_max: 0.8772 - val_loss: 0.2490 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4259 - acc: 0.7963 - auc_min: 0.8738 - auc_max: 0.8783 - val_loss: 0.2431 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4240 - acc: 0.8056 - auc_min: 0.8601 - auc_max: 0.8639 - val_loss: 0.2304 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4097 - acc: 0.8241 - auc_min: 0.8728 - auc_max: 0.8762 - val_loss: 0.2121 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3935 - acc: 0.8426 - auc_min: 0.8786 - auc_max: 0.8800 - val_loss: 0.1918 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3825 - acc: 0.8333 - auc_min: 0.8906 - auc_max: 0.8940 - val_loss: 0.1722 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3927 - acc: 0.8241 - auc_min: 0.8717 - auc_max: 0.8759 - val_loss: 0.1551 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3722 - acc: 0.8519 - auc_min: 0.8954 - auc_max: 0.9016 - val_loss: 0.1411 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3654 - acc: 0.8611 - auc_min: 0.8848 - auc_max: 0.8882 - val_loss: 0.1312 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3821 - acc: 0.8519 - auc_min: 0.8673 - auc_max: 0.8731 - val_loss: 0.1254 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3676 - acc: 0.8519 - auc_min: 0.8879 - auc_max: 0.8903 - val_loss: 0.1234 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3677 - acc: 0.8611 - auc_min: 0.8927 - auc_max: 0.8954 - val_loss: 0.1256 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3722 - acc: 0.8519 - auc_min: 0.8868 - auc_max: 0.8913 - val_loss: 0.1311 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3566 - acc: 0.8519 - auc_min: 0.8964 - auc_max: 0.9012 - val_loss: 0.1385 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3440 - acc: 0.8704 - auc_min: 0.8995 - auc_max: 0.9016 - val_loss: 0.1482 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3576 - acc: 0.8519 - auc_min: 0.8920 - auc_max: 0.8954 - val_loss: 0.1549 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3687 - acc: 0.8426 - auc_min: 0.8861 - auc_max: 0.8896 - val_loss: 0.1570 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3646 - acc: 0.8241 - auc_min: 0.8916 - auc_max: 0.8937 - val_loss: 0.1537 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3741 - acc: 0.8426 - auc_min: 0.8728 - auc_max: 0.8769 - val_loss: 0.1463 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3687 - acc: 0.8426 - auc_min: 0.8803 - auc_max: 0.8817 - val_loss: 0.1376 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3545 - acc: 0.8611 - auc_min: 0.8933 - auc_max: 0.8961 - val_loss: 0.1284 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3542 - acc: 0.8611 - auc_min: 0.8933 - auc_max: 0.8968 - val_loss: 0.1211 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3490 - acc: 0.8611 - auc_min: 0.8961 - auc_max: 0.8992 - val_loss: 0.1157 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3425 - acc: 0.8611 - auc_min: 0.8988 - auc_max: 0.9016 - val_loss: 0.1129 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3751 - acc: 0.8611 - auc_min: 0.8776 - auc_max: 0.8803 - val_loss: 0.1123 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3496 - acc: 0.8704 - auc_min: 0.8899 - auc_max: 0.8957 - val_loss: 0.1145 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3395 - acc: 0.8704 - auc_min: 0.9053 - auc_max: 0.9084 - val_loss: 0.1181 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3502 - acc: 0.8519 - auc_min: 0.8995 - auc_max: 0.9043 - val_loss: 0.1237 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3506 - acc: 0.8611 - auc_min: 0.8889 - auc_max: 0.8909 - val_loss: 0.1287 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3440 - acc: 0.8704 - auc_min: 0.9060 - auc_max: 0.9081 - val_loss: 0.1328 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3503 - acc: 0.8519 - auc_min: 0.8954 - auc_max: 0.8988 - val_loss: 0.1356 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3402 - acc: 0.8519 - auc_min: 0.9115 - auc_max: 0.9146 - val_loss: 0.1343 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3481 - acc: 0.8611 - auc_min: 0.8964 - auc_max: 0.9002 - val_loss: 0.1304 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3486 - acc: 0.8611 - auc_min: 0.9026 - auc_max: 0.9050 - val_loss: 0.1257 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3517 - acc: 0.8519 - auc_min: 0.8903 - auc_max: 0.8933 - val_loss: 0.1201 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.3385 - acc: 0.8611 - auc_min: 0.9043 - auc_max: 0.9098 - val_loss: 0.1147 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3422 - acc: 0.8611 - auc_min: 0.9047 - auc_max: 0.9095 - val_loss: 0.1118 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3324 - acc: 0.8611 - auc_min: 0.9194 - auc_max: 0.9228 - val_loss: 0.1111 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3263 - acc: 0.8611 - auc_min: 0.9246 - auc_max: 0.9273 - val_loss: 0.1128 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 735ms/step - loss: 0.3319 - acc: 0.8611 - auc_min: 0.9177 - auc_max: 0.9194 - val_loss: 0.1154 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3323 - acc: 0.8704 - auc_min: 0.9201 - auc_max: 0.9235 - val_loss: 0.1195 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3350 - acc: 0.8519 - auc_min: 0.9098 - auc_max: 0.9129 - val_loss: 0.1239 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3550 - acc: 0.8426 - auc_min: 0.8923 - auc_max: 0.8961 - val_loss: 0.1269 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3238 - acc: 0.8704 - auc_min: 0.9215 - auc_max: 0.9246 - val_loss: 0.1275 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3321 - acc: 0.8519 - auc_min: 0.9146 - auc_max: 0.9170 - val_loss: 0.1258 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3239 - acc: 0.8519 - auc_min: 0.9225 - auc_max: 0.9246 - val_loss: 0.1228 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3336 - acc: 0.8426 - auc_min: 0.9177 - auc_max: 0.9222 - val_loss: 0.1170 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3287 - acc: 0.8519 - auc_min: 0.9180 - auc_max: 0.9201 - val_loss: 0.1114 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3377 - acc: 0.8704 - auc_min: 0.9023 - auc_max: 0.9071 - val_loss: 0.1077 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3317 - acc: 0.8796 - auc_min: 0.9143 - auc_max: 0.9160 - val_loss: 0.1060 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3462 - acc: 0.8704 - auc_min: 0.8944 - auc_max: 0.8981 - val_loss: 0.1078 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3272 - acc: 0.8704 - auc_min: 0.9122 - auc_max: 0.9170 - val_loss: 0.1124 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3230 - acc: 0.8704 - auc_min: 0.9146 - auc_max: 0.9180 - val_loss: 0.1180 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3274 - acc: 0.8519 - auc_min: 0.9184 - auc_max: 0.9211 - val_loss: 0.1233 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3217 - acc: 0.8704 - auc_min: 0.9263 - auc_max: 0.9283 - val_loss: 0.1272 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3483 - acc: 0.8611 - auc_min: 0.8985 - auc_max: 0.9019 - val_loss: 0.1276 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 786ms/step - loss: 0.3185 - acc: 0.8796 - auc_min: 0.9256 - auc_max: 0.9273 - val_loss: 0.1262 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3190 - acc: 0.8611 - auc_min: 0.9311 - auc_max: 0.9335 - val_loss: 0.1236 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3428 - acc: 0.8519 - auc_min: 0.8954 - auc_max: 0.8995 - val_loss: 0.1198 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3162 - acc: 0.8519 - auc_min: 0.9294 - auc_max: 0.9318 - val_loss: 0.1155 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3278 - acc: 0.8519 - auc_min: 0.9232 - auc_max: 0.9263 - val_loss: 0.1110 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3215 - acc: 0.8611 - auc_min: 0.9153 - auc_max: 0.9180 - val_loss: 0.1083 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3240 - acc: 0.8704 - auc_min: 0.9252 - auc_max: 0.9280 - val_loss: 0.1077 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3233 - acc: 0.8704 - auc_min: 0.9235 - auc_max: 0.9266 - val_loss: 0.1084 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3111 - acc: 0.8796 - auc_min: 0.9359 - auc_max: 0.9407 - val_loss: 0.1101 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3159 - acc: 0.8704 - auc_min: 0.9276 - auc_max: 0.9307 - val_loss: 0.1130 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2983 - acc: 0.8611 - auc_min: 0.9510 - auc_max: 0.9523 - val_loss: 0.1154 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 81/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3010 - acc: 0.8704 - auc_min: 0.9424 - auc_max: 0.9468 - val_loss: 0.1181 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 82/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2929 - acc: 0.8796 - auc_min: 0.9420 - auc_max: 0.9441 - val_loss: 0.1192 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 83/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3111 - acc: 0.8611 - auc_min: 0.9338 - auc_max: 0.9369 - val_loss: 0.1189 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 108ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8480 - acc: 0.2778 - auc_min: 0.1759 - auc_max: 0.1872 - val_loss: 0.7799 - val_acc: 0.5278 - val_auc_min: 0.1296 - val_auc_max: 0.1481\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7463 - acc: 0.4722 - auc_min: 0.4266 - auc_max: 0.4403 - val_loss: 0.6844 - val_acc: 0.5000 - val_auc_min: 0.8333 - val_auc_max: 0.8704\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.6807 - acc: 0.5463 - auc_min: 0.6324 - auc_max: 0.6509 - val_loss: 0.5865 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6018 - acc: 0.7500 - auc_min: 0.8104 - auc_max: 0.8165 - val_loss: 0.5056 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5491 - acc: 0.8148 - auc_min: 0.8601 - auc_max: 0.8673 - val_loss: 0.4425 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5122 - acc: 0.8426 - auc_min: 0.8728 - auc_max: 0.8786 - val_loss: 0.3937 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4919 - acc: 0.8426 - auc_min: 0.8460 - auc_max: 0.8539 - val_loss: 0.3610 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4514 - acc: 0.8519 - auc_min: 0.8745 - auc_max: 0.8796 - val_loss: 0.3404 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4241 - acc: 0.8611 - auc_min: 0.8748 - auc_max: 0.8789 - val_loss: 0.3241 - val_acc: 0.8889 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4151 - acc: 0.8796 - auc_min: 0.8697 - auc_max: 0.8728 - val_loss: 0.3093 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3951 - acc: 0.8611 - auc_min: 0.8940 - auc_max: 0.8981 - val_loss: 0.2882 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4029 - acc: 0.8519 - auc_min: 0.8553 - auc_max: 0.8591 - val_loss: 0.2658 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3662 - acc: 0.8611 - auc_min: 0.8961 - auc_max: 0.8992 - val_loss: 0.2477 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3799 - acc: 0.8611 - auc_min: 0.8570 - auc_max: 0.8611 - val_loss: 0.2375 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3797 - acc: 0.8611 - auc_min: 0.8649 - auc_max: 0.8676 - val_loss: 0.2362 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3655 - acc: 0.8704 - auc_min: 0.8635 - auc_max: 0.8673 - val_loss: 0.2425 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3534 - acc: 0.8704 - auc_min: 0.8855 - auc_max: 0.8899 - val_loss: 0.2537 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3588 - acc: 0.8611 - auc_min: 0.8772 - auc_max: 0.8820 - val_loss: 0.2628 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3424 - acc: 0.8611 - auc_min: 0.8841 - auc_max: 0.8879 - val_loss: 0.2697 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 786ms/step - loss: 0.3268 - acc: 0.8611 - auc_min: 0.8985 - auc_max: 0.9012 - val_loss: 0.2683 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3493 - acc: 0.8611 - auc_min: 0.8841 - auc_max: 0.8872 - val_loss: 0.2579 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3575 - acc: 0.8611 - auc_min: 0.8745 - auc_max: 0.8772 - val_loss: 0.2465 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3393 - acc: 0.8519 - auc_min: 0.8913 - auc_max: 0.8961 - val_loss: 0.2398 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3212 - acc: 0.8519 - auc_min: 0.9122 - auc_max: 0.9150 - val_loss: 0.2379 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3402 - acc: 0.8704 - auc_min: 0.8885 - auc_max: 0.8923 - val_loss: 0.2419 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3285 - acc: 0.8611 - auc_min: 0.8992 - auc_max: 0.9023 - val_loss: 0.2490 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.3402 - acc: 0.8519 - auc_min: 0.8861 - auc_max: 0.8889 - val_loss: 0.2587 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3397 - acc: 0.8519 - auc_min: 0.8872 - auc_max: 0.8906 - val_loss: 0.2697 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3329 - acc: 0.8519 - auc_min: 0.9067 - auc_max: 0.9091 - val_loss: 0.2775 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.3319 - acc: 0.8426 - auc_min: 0.9026 - auc_max: 0.9050 - val_loss: 0.2793 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3211 - acc: 0.8426 - auc_min: 0.9204 - auc_max: 0.9228 - val_loss: 0.2747 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3197 - acc: 0.8611 - auc_min: 0.9119 - auc_max: 0.9160 - val_loss: 0.2671 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3085 - acc: 0.8426 - auc_min: 0.9280 - auc_max: 0.9314 - val_loss: 0.2601 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3125 - acc: 0.8611 - auc_min: 0.9187 - auc_max: 0.9208 - val_loss: 0.2575 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3193 - acc: 0.8704 - auc_min: 0.9088 - auc_max: 0.9115 - val_loss: 0.2583 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 103ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6572 - acc: 0.6019 - auc_min: 0.7270 - auc_max: 0.7394 - val_loss: 0.6583 - val_acc: 0.6667 - val_auc_min: 0.7778 - val_auc_max: 0.7994\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5883 - acc: 0.7407 - auc_min: 0.8230 - auc_max: 0.8350 - val_loss: 0.6201 - val_acc: 0.8333 - val_auc_min: 0.7870 - val_auc_max: 0.7932\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5261 - acc: 0.8333 - auc_min: 0.8824 - auc_max: 0.8916 - val_loss: 0.5690 - val_acc: 0.8333 - val_auc_min: 0.7840 - val_auc_max: 0.7963\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4618 - acc: 0.8704 - auc_min: 0.9287 - auc_max: 0.9324 - val_loss: 0.5297 - val_acc: 0.8333 - val_auc_min: 0.7932 - val_auc_max: 0.7994\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4139 - acc: 0.8889 - auc_min: 0.9462 - auc_max: 0.9479 - val_loss: 0.5013 - val_acc: 0.8333 - val_auc_min: 0.7932 - val_auc_max: 0.8025\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3894 - acc: 0.8981 - auc_min: 0.9270 - auc_max: 0.9287 - val_loss: 0.4834 - val_acc: 0.8333 - val_auc_min: 0.7963 - val_auc_max: 0.8056\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3506 - acc: 0.9167 - auc_min: 0.9489 - auc_max: 0.9506 - val_loss: 0.4745 - val_acc: 0.8333 - val_auc_min: 0.7932 - val_auc_max: 0.8056\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3349 - acc: 0.9259 - auc_min: 0.9273 - auc_max: 0.9290 - val_loss: 0.4746 - val_acc: 0.8333 - val_auc_min: 0.7963 - val_auc_max: 0.8056\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 780ms/step - loss: 0.3173 - acc: 0.9352 - auc_min: 0.9204 - auc_max: 0.9222 - val_loss: 0.4786 - val_acc: 0.8333 - val_auc_min: 0.7932 - val_auc_max: 0.8025\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2905 - acc: 0.9167 - auc_min: 0.9465 - auc_max: 0.9482 - val_loss: 0.4789 - val_acc: 0.8333 - val_auc_min: 0.7963 - val_auc_max: 0.8056\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.2808 - acc: 0.9352 - auc_min: 0.9335 - auc_max: 0.9366 - val_loss: 0.4771 - val_acc: 0.8333 - val_auc_min: 0.7994 - val_auc_max: 0.8056\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2681 - acc: 0.9352 - auc_min: 0.9448 - auc_max: 0.9468 - val_loss: 0.4719 - val_acc: 0.8333 - val_auc_min: 0.7994 - val_auc_max: 0.8086\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2588 - acc: 0.9167 - auc_min: 0.9393 - auc_max: 0.9417 - val_loss: 0.4679 - val_acc: 0.8333 - val_auc_min: 0.7994 - val_auc_max: 0.8086\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2521 - acc: 0.9352 - auc_min: 0.9448 - auc_max: 0.9472 - val_loss: 0.4646 - val_acc: 0.8333 - val_auc_min: 0.7994 - val_auc_max: 0.8086\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2462 - acc: 0.9352 - auc_min: 0.9503 - auc_max: 0.9516 - val_loss: 0.4632 - val_acc: 0.8333 - val_auc_min: 0.7994 - val_auc_max: 0.8086\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.2363 - acc: 0.9259 - auc_min: 0.9523 - auc_max: 0.9540 - val_loss: 0.4637 - val_acc: 0.8056 - val_auc_min: 0.7963 - val_auc_max: 0.8025\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2420 - acc: 0.9352 - auc_min: 0.9417 - auc_max: 0.9438 - val_loss: 0.4665 - val_acc: 0.8056 - val_auc_min: 0.7963 - val_auc_max: 0.8025\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2283 - acc: 0.9259 - auc_min: 0.9465 - auc_max: 0.9486 - val_loss: 0.4713 - val_acc: 0.8056 - val_auc_min: 0.7963 - val_auc_max: 0.8086\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 778ms/step - loss: 0.2306 - acc: 0.9352 - auc_min: 0.9496 - auc_max: 0.9530 - val_loss: 0.4795 - val_acc: 0.8056 - val_auc_min: 0.7963 - val_auc_max: 0.8056\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2405 - acc: 0.9352 - auc_min: 0.9342 - auc_max: 0.9376 - val_loss: 0.4889 - val_acc: 0.8333 - val_auc_min: 0.7932 - val_auc_max: 0.7994\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2308 - acc: 0.9352 - auc_min: 0.9431 - auc_max: 0.9448 - val_loss: 0.4968 - val_acc: 0.8333 - val_auc_min: 0.7901 - val_auc_max: 0.8025\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2214 - acc: 0.9352 - auc_min: 0.9544 - auc_max: 0.9575 - val_loss: 0.5021 - val_acc: 0.8333 - val_auc_min: 0.7901 - val_auc_max: 0.8025\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.2375 - acc: 0.9352 - auc_min: 0.9400 - auc_max: 0.9431 - val_loss: 0.5048 - val_acc: 0.8333 - val_auc_min: 0.7901 - val_auc_max: 0.7994\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.2234 - acc: 0.9352 - auc_min: 0.9431 - auc_max: 0.9468 - val_loss: 0.5050 - val_acc: 0.8056 - val_auc_min: 0.7901 - val_auc_max: 0.7994\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2384 - acc: 0.9259 - auc_min: 0.9414 - auc_max: 0.9444 - val_loss: 0.5040 - val_acc: 0.8056 - val_auc_min: 0.7870 - val_auc_max: 0.7994\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.2235 - acc: 0.9352 - auc_min: 0.9492 - auc_max: 0.9503 - val_loss: 0.5020 - val_acc: 0.8056 - val_auc_min: 0.7870 - val_auc_max: 0.7963\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.2150 - acc: 0.9352 - auc_min: 0.9486 - auc_max: 0.9510 - val_loss: 0.5012 - val_acc: 0.8056 - val_auc_min: 0.7809 - val_auc_max: 0.7901\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.2266 - acc: 0.9259 - auc_min: 0.9462 - auc_max: 0.9492 - val_loss: 0.5019 - val_acc: 0.8056 - val_auc_min: 0.7809 - val_auc_max: 0.7901\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2221 - acc: 0.9259 - auc_min: 0.9506 - auc_max: 0.9530 - val_loss: 0.5043 - val_acc: 0.8056 - val_auc_min: 0.7840 - val_auc_max: 0.7932\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 786ms/step - loss: 0.2222 - acc: 0.9259 - auc_min: 0.9482 - auc_max: 0.9503 - val_loss: 0.5091 - val_acc: 0.8056 - val_auc_min: 0.7840 - val_auc_max: 0.7932\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.2270 - acc: 0.9352 - auc_min: 0.9462 - auc_max: 0.9496 - val_loss: 0.5150 - val_acc: 0.8056 - val_auc_min: 0.7809 - val_auc_max: 0.7901\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2071 - acc: 0.9259 - auc_min: 0.9636 - auc_max: 0.9650 - val_loss: 0.5221 - val_acc: 0.8333 - val_auc_min: 0.7809 - val_auc_max: 0.7870\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.2187 - acc: 0.9259 - auc_min: 0.9530 - auc_max: 0.9551 - val_loss: 0.5267 - val_acc: 0.8333 - val_auc_min: 0.7840 - val_auc_max: 0.7901\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.2192 - acc: 0.9352 - auc_min: 0.9492 - auc_max: 0.9513 - val_loss: 0.5284 - val_acc: 0.8333 - val_auc_min: 0.7840 - val_auc_max: 0.7901\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.2266 - acc: 0.9352 - auc_min: 0.9520 - auc_max: 0.9554 - val_loss: 0.5258 - val_acc: 0.8333 - val_auc_min: 0.7840 - val_auc_max: 0.7901\n",
            "2/2 [==============================] - 1s 96ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.6066 - acc: 0.5000 - auc_min: 0.1578 - auc_max: 0.1920 - val_loss: 1.0433 - val_acc: 0.5000 - val_auc_min: 0.3426 - val_auc_max: 0.4259\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 1.1506 - acc: 0.5000 - auc_min: 0.2589 - auc_max: 0.2795 - val_loss: 0.7594 - val_acc: 0.5000 - val_auc_min: 0.4815 - val_auc_max: 0.5062\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8645 - acc: 0.5093 - auc_min: 0.2716 - auc_max: 0.2822 - val_loss: 0.6822 - val_acc: 0.5833 - val_auc_min: 0.5556 - val_auc_max: 0.5556\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.7501 - acc: 0.4352 - auc_min: 0.4441 - auc_max: 0.4547 - val_loss: 0.7510 - val_acc: 0.5000 - val_auc_min: 0.7407 - val_auc_max: 0.7963\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.8116 - acc: 0.4907 - auc_min: 0.4801 - auc_max: 0.4979 - val_loss: 0.8240 - val_acc: 0.5000 - val_auc_min: 0.8519 - val_auc_max: 0.8889\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.8217 - acc: 0.5093 - auc_min: 0.6804 - auc_max: 0.6958 - val_loss: 0.8374 - val_acc: 0.5000 - val_auc_min: 0.8549 - val_auc_max: 0.9074\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.8426 - acc: 0.5093 - auc_min: 0.6701 - auc_max: 0.6848 - val_loss: 0.7952 - val_acc: 0.5000 - val_auc_min: 0.9074 - val_auc_max: 0.9444\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.8021 - acc: 0.5000 - auc_min: 0.7270 - auc_max: 0.7390 - val_loss: 0.7205 - val_acc: 0.5278 - val_auc_min: 0.9074 - val_auc_max: 0.9444\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7341 - acc: 0.5000 - auc_min: 0.7665 - auc_max: 0.7785 - val_loss: 0.6400 - val_acc: 0.5556 - val_auc_min: 0.9259 - val_auc_max: 0.9259\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6450 - acc: 0.5648 - auc_min: 0.8083 - auc_max: 0.8217 - val_loss: 0.5791 - val_acc: 0.6667 - val_auc_min: 0.9259 - val_auc_max: 0.9259\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5866 - acc: 0.6759 - auc_min: 0.7953 - auc_max: 0.8052 - val_loss: 0.5518 - val_acc: 0.7500 - val_auc_min: 0.9259 - val_auc_max: 0.9259\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.5534 - acc: 0.6944 - auc_min: 0.8128 - auc_max: 0.8213 - val_loss: 0.5542 - val_acc: 0.6389 - val_auc_min: 0.9074 - val_auc_max: 0.9105\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.5152 - acc: 0.7593 - auc_min: 0.8735 - auc_max: 0.8807 - val_loss: 0.5726 - val_acc: 0.6389 - val_auc_min: 0.8889 - val_auc_max: 0.9074\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.5504 - acc: 0.7130 - auc_min: 0.8447 - auc_max: 0.8505 - val_loss: 0.5903 - val_acc: 0.6389 - val_auc_min: 0.8457 - val_auc_max: 0.8642\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.5645 - acc: 0.7222 - auc_min: 0.8392 - auc_max: 0.8433 - val_loss: 0.5976 - val_acc: 0.6389 - val_auc_min: 0.8333 - val_auc_max: 0.8580\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 754ms/step - loss: 0.5385 - acc: 0.7222 - auc_min: 0.8704 - auc_max: 0.8769 - val_loss: 0.5929 - val_acc: 0.6389 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.5060 - acc: 0.7685 - auc_min: 0.8889 - auc_max: 0.8937 - val_loss: 0.5794 - val_acc: 0.6389 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.5049 - acc: 0.7778 - auc_min: 0.8645 - auc_max: 0.8693 - val_loss: 0.5621 - val_acc: 0.6389 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4665 - acc: 0.8148 - auc_min: 0.8896 - auc_max: 0.8947 - val_loss: 0.5461 - val_acc: 0.6111 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4403 - acc: 0.8519 - auc_min: 0.8930 - auc_max: 0.8971 - val_loss: 0.5360 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4299 - acc: 0.8519 - auc_min: 0.8937 - auc_max: 0.8968 - val_loss: 0.5333 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.4015 - acc: 0.8611 - auc_min: 0.9091 - auc_max: 0.9122 - val_loss: 0.5366 - val_acc: 0.7222 - val_auc_min: 0.8302 - val_auc_max: 0.8333\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.4173 - acc: 0.8241 - auc_min: 0.8995 - auc_max: 0.9026 - val_loss: 0.5431 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8426\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.4175 - acc: 0.8241 - auc_min: 0.9029 - auc_max: 0.9053 - val_loss: 0.5491 - val_acc: 0.7222 - val_auc_min: 0.8302 - val_auc_max: 0.8426\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.4180 - acc: 0.8241 - auc_min: 0.9102 - auc_max: 0.9126 - val_loss: 0.5515 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.4370 - acc: 0.7963 - auc_min: 0.8957 - auc_max: 0.8978 - val_loss: 0.5503 - val_acc: 0.7222 - val_auc_min: 0.8302 - val_auc_max: 0.8333\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.4214 - acc: 0.8333 - auc_min: 0.8920 - auc_max: 0.8947 - val_loss: 0.5476 - val_acc: 0.7222 - val_auc_min: 0.8302 - val_auc_max: 0.8333\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.4082 - acc: 0.8241 - auc_min: 0.8820 - auc_max: 0.8834 - val_loss: 0.5461 - val_acc: 0.7222 - val_auc_min: 0.8302 - val_auc_max: 0.8333\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3989 - acc: 0.8148 - auc_min: 0.8855 - auc_max: 0.8865 - val_loss: 0.5474 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.4062 - acc: 0.8148 - auc_min: 0.8855 - auc_max: 0.8875 - val_loss: 0.5525 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3753 - acc: 0.8796 - auc_min: 0.8899 - auc_max: 0.8940 - val_loss: 0.5607 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3758 - acc: 0.8241 - auc_min: 0.9012 - auc_max: 0.9043 - val_loss: 0.5708 - val_acc: 0.7500 - val_auc_min: 0.8302 - val_auc_max: 0.8333\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3682 - acc: 0.8519 - auc_min: 0.9053 - auc_max: 0.9081 - val_loss: 0.5800 - val_acc: 0.7778 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.3751 - acc: 0.8519 - auc_min: 0.8968 - auc_max: 0.9016 - val_loss: 0.5868 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3609 - acc: 0.8611 - auc_min: 0.9078 - auc_max: 0.9098 - val_loss: 0.5904 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3699 - acc: 0.8704 - auc_min: 0.8954 - auc_max: 0.8975 - val_loss: 0.5907 - val_acc: 0.7778 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3626 - acc: 0.8796 - auc_min: 0.9002 - auc_max: 0.9036 - val_loss: 0.5885 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3659 - acc: 0.8611 - auc_min: 0.8992 - auc_max: 0.9005 - val_loss: 0.5844 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3463 - acc: 0.8611 - auc_min: 0.9064 - auc_max: 0.9084 - val_loss: 0.5802 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3646 - acc: 0.8704 - auc_min: 0.8892 - auc_max: 0.8930 - val_loss: 0.5764 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3575 - acc: 0.8519 - auc_min: 0.9012 - auc_max: 0.9050 - val_loss: 0.5737 - val_acc: 0.7222 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "2/2 [==============================] - 1s 106ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.0209 - acc: 0.4074 - auc_min: 0.1310 - auc_max: 0.1368 - val_loss: 0.8425 - val_acc: 0.1944 - val_auc_min: 0.0185 - val_auc_max: 0.0185\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8708 - acc: 0.1944 - auc_min: 0.1735 - auc_max: 0.1818 - val_loss: 0.8086 - val_acc: 0.5000 - val_auc_min: 0.0370 - val_auc_max: 0.0556\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8019 - acc: 0.4444 - auc_min: 0.2620 - auc_max: 0.2747 - val_loss: 0.7537 - val_acc: 0.5000 - val_auc_min: 0.1667 - val_auc_max: 0.1667\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7486 - acc: 0.5093 - auc_min: 0.4441 - auc_max: 0.4623 - val_loss: 0.6846 - val_acc: 0.5278 - val_auc_min: 0.6852 - val_auc_max: 0.8519\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7090 - acc: 0.4630 - auc_min: 0.5514 - auc_max: 0.5669 - val_loss: 0.6265 - val_acc: 0.8333 - val_auc_min: 0.9259 - val_auc_max: 0.9444\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6032 - acc: 0.6574 - auc_min: 0.8388 - auc_max: 0.8512 - val_loss: 0.5923 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9815\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5494 - acc: 0.8056 - auc_min: 0.8707 - auc_max: 0.8762 - val_loss: 0.5718 - val_acc: 0.6667 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5442 - acc: 0.8241 - auc_min: 0.8371 - auc_max: 0.8453 - val_loss: 0.5464 - val_acc: 0.6667 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5064 - acc: 0.8241 - auc_min: 0.8961 - auc_max: 0.9040 - val_loss: 0.5082 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4565 - acc: 0.8704 - auc_min: 0.9019 - auc_max: 0.9057 - val_loss: 0.4652 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4435 - acc: 0.8889 - auc_min: 0.8738 - auc_max: 0.8800 - val_loss: 0.4272 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4242 - acc: 0.8519 - auc_min: 0.8971 - auc_max: 0.9002 - val_loss: 0.3975 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4068 - acc: 0.8426 - auc_min: 0.9009 - auc_max: 0.9043 - val_loss: 0.3746 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3896 - acc: 0.8611 - auc_min: 0.8940 - auc_max: 0.8975 - val_loss: 0.3554 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3636 - acc: 0.8611 - auc_min: 0.9194 - auc_max: 0.9228 - val_loss: 0.3386 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3834 - acc: 0.8611 - auc_min: 0.8810 - auc_max: 0.8827 - val_loss: 0.3240 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3753 - acc: 0.8519 - auc_min: 0.8882 - auc_max: 0.8906 - val_loss: 0.3119 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3661 - acc: 0.8426 - auc_min: 0.8827 - auc_max: 0.8858 - val_loss: 0.3020 - val_acc: 0.8611 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3469 - acc: 0.8704 - auc_min: 0.9057 - auc_max: 0.9095 - val_loss: 0.2936 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3454 - acc: 0.8704 - auc_min: 0.8903 - auc_max: 0.8947 - val_loss: 0.2854 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3458 - acc: 0.8704 - auc_min: 0.8964 - auc_max: 0.9016 - val_loss: 0.2765 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3456 - acc: 0.8704 - auc_min: 0.8807 - auc_max: 0.8865 - val_loss: 0.2673 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3349 - acc: 0.8704 - auc_min: 0.8951 - auc_max: 0.8985 - val_loss: 0.2579 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3338 - acc: 0.8611 - auc_min: 0.9026 - auc_max: 0.9060 - val_loss: 0.2497 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3371 - acc: 0.8704 - auc_min: 0.8885 - auc_max: 0.8903 - val_loss: 0.2431 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3391 - acc: 0.8611 - auc_min: 0.8879 - auc_max: 0.8916 - val_loss: 0.2380 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3226 - acc: 0.8519 - auc_min: 0.9115 - auc_max: 0.9139 - val_loss: 0.2337 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3112 - acc: 0.8611 - auc_min: 0.9331 - auc_max: 0.9362 - val_loss: 0.2299 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3343 - acc: 0.8519 - auc_min: 0.8957 - auc_max: 0.8981 - val_loss: 0.2263 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3399 - acc: 0.8519 - auc_min: 0.8916 - auc_max: 0.8937 - val_loss: 0.2231 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3345 - acc: 0.8611 - auc_min: 0.8968 - auc_max: 0.9002 - val_loss: 0.2203 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3244 - acc: 0.8611 - auc_min: 0.9078 - auc_max: 0.9115 - val_loss: 0.2179 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3166 - acc: 0.8519 - auc_min: 0.9174 - auc_max: 0.9215 - val_loss: 0.2158 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3207 - acc: 0.8611 - auc_min: 0.8995 - auc_max: 0.9040 - val_loss: 0.2140 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3268 - acc: 0.8704 - auc_min: 0.9005 - auc_max: 0.9060 - val_loss: 0.2123 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3080 - acc: 0.8611 - auc_min: 0.9287 - auc_max: 0.9307 - val_loss: 0.2108 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3192 - acc: 0.8611 - auc_min: 0.9002 - auc_max: 0.9026 - val_loss: 0.2097 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3210 - acc: 0.8611 - auc_min: 0.9060 - auc_max: 0.9091 - val_loss: 0.2089 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3228 - acc: 0.8611 - auc_min: 0.9084 - auc_max: 0.9126 - val_loss: 0.2083 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3233 - acc: 0.8611 - auc_min: 0.9050 - auc_max: 0.9074 - val_loss: 0.2076 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3269 - acc: 0.8611 - auc_min: 0.9036 - auc_max: 0.9095 - val_loss: 0.2070 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3195 - acc: 0.8611 - auc_min: 0.9036 - auc_max: 0.9074 - val_loss: 0.2065 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3228 - acc: 0.8796 - auc_min: 0.9050 - auc_max: 0.9108 - val_loss: 0.2061 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3158 - acc: 0.8611 - auc_min: 0.9078 - auc_max: 0.9112 - val_loss: 0.2058 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3110 - acc: 0.8704 - auc_min: 0.9201 - auc_max: 0.9228 - val_loss: 0.2057 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3268 - acc: 0.8611 - auc_min: 0.9036 - auc_max: 0.9064 - val_loss: 0.2058 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3256 - acc: 0.8704 - auc_min: 0.8975 - auc_max: 0.9005 - val_loss: 0.2059 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3096 - acc: 0.8611 - auc_min: 0.9194 - auc_max: 0.9225 - val_loss: 0.2061 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.2931 - acc: 0.8796 - auc_min: 0.9228 - auc_max: 0.9276 - val_loss: 0.2063 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.2996 - acc: 0.8519 - auc_min: 0.9252 - auc_max: 0.9283 - val_loss: 0.2066 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3077 - acc: 0.8611 - auc_min: 0.9180 - auc_max: 0.9208 - val_loss: 0.2070 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.2939 - acc: 0.8611 - auc_min: 0.9304 - auc_max: 0.9324 - val_loss: 0.2074 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3174 - acc: 0.8519 - auc_min: 0.9105 - auc_max: 0.9139 - val_loss: 0.2077 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3078 - acc: 0.8704 - auc_min: 0.9153 - auc_max: 0.9167 - val_loss: 0.2081 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3183 - acc: 0.8519 - auc_min: 0.9160 - auc_max: 0.9198 - val_loss: 0.2085 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3075 - acc: 0.8796 - auc_min: 0.9215 - auc_max: 0.9266 - val_loss: 0.2089 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.2914 - acc: 0.8704 - auc_min: 0.9352 - auc_max: 0.9386 - val_loss: 0.2093 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2978 - acc: 0.8611 - auc_min: 0.9246 - auc_max: 0.9273 - val_loss: 0.2098 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2971 - acc: 0.8704 - auc_min: 0.9252 - auc_max: 0.9297 - val_loss: 0.2104 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.2922 - acc: 0.8704 - auc_min: 0.9266 - auc_max: 0.9287 - val_loss: 0.2110 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3125 - acc: 0.8704 - auc_min: 0.9129 - auc_max: 0.9143 - val_loss: 0.2115 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3064 - acc: 0.8704 - auc_min: 0.9150 - auc_max: 0.9187 - val_loss: 0.2120 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3093 - acc: 0.8611 - auc_min: 0.9204 - auc_max: 0.9252 - val_loss: 0.2125 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.3065 - acc: 0.8704 - auc_min: 0.9201 - auc_max: 0.9246 - val_loss: 0.2130 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3103 - acc: 0.8611 - auc_min: 0.9126 - auc_max: 0.9139 - val_loss: 0.2136 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 103ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.1226 - acc: 0.5000 - auc_min: 0.5665 - auc_max: 0.5988 - val_loss: 1.0271 - val_acc: 0.5000 - val_auc_min: 0.1111 - val_auc_max: 0.1142\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7897 - acc: 0.5000 - auc_min: 0.6073 - auc_max: 0.6262 - val_loss: 0.9069 - val_acc: 0.2500 - val_auc_min: 0.1296 - val_auc_max: 0.1296\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.6516 - acc: 0.6111 - auc_min: 0.6529 - auc_max: 0.6626 - val_loss: 0.9413 - val_acc: 0.3611 - val_auc_min: 0.1667 - val_auc_max: 0.1667\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.6726 - acc: 0.5741 - auc_min: 0.7267 - auc_max: 0.7404 - val_loss: 0.9725 - val_acc: 0.3889 - val_auc_min: 0.2654 - val_auc_max: 0.2778\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.7407 - acc: 0.5370 - auc_min: 0.6646 - auc_max: 0.6763 - val_loss: 0.9450 - val_acc: 0.3889 - val_auc_min: 0.3333 - val_auc_max: 0.3333\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6812 - acc: 0.6019 - auc_min: 0.7551 - auc_max: 0.7665 - val_loss: 0.8773 - val_acc: 0.3889 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5964 - acc: 0.6667 - auc_min: 0.8134 - auc_max: 0.8241 - val_loss: 0.8053 - val_acc: 0.3889 - val_auc_min: 0.5370 - val_auc_max: 0.5556\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5492 - acc: 0.7778 - auc_min: 0.8008 - auc_max: 0.8086 - val_loss: 0.7532 - val_acc: 0.6667 - val_auc_min: 0.5833 - val_auc_max: 0.5895\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5120 - acc: 0.7500 - auc_min: 0.8234 - auc_max: 0.8285 - val_loss: 0.7289 - val_acc: 0.5556 - val_auc_min: 0.6481 - val_auc_max: 0.6481\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4692 - acc: 0.7778 - auc_min: 0.8580 - auc_max: 0.8632 - val_loss: 0.7237 - val_acc: 0.5556 - val_auc_min: 0.6481 - val_auc_max: 0.6512\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5073 - acc: 0.7037 - auc_min: 0.8018 - auc_max: 0.8059 - val_loss: 0.7220 - val_acc: 0.5278 - val_auc_min: 0.6728 - val_auc_max: 0.6728\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4901 - acc: 0.7593 - auc_min: 0.8474 - auc_max: 0.8512 - val_loss: 0.7137 - val_acc: 0.5556 - val_auc_min: 0.6728 - val_auc_max: 0.6790\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4762 - acc: 0.7500 - auc_min: 0.8628 - auc_max: 0.8663 - val_loss: 0.6953 - val_acc: 0.5556 - val_auc_min: 0.6914 - val_auc_max: 0.7099\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5023 - acc: 0.7407 - auc_min: 0.8076 - auc_max: 0.8110 - val_loss: 0.6691 - val_acc: 0.5833 - val_auc_min: 0.7130 - val_auc_max: 0.7160\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4705 - acc: 0.7500 - auc_min: 0.8519 - auc_max: 0.8546 - val_loss: 0.6413 - val_acc: 0.6111 - val_auc_min: 0.7160 - val_auc_max: 0.7160\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4575 - acc: 0.7500 - auc_min: 0.8460 - auc_max: 0.8481 - val_loss: 0.6168 - val_acc: 0.6667 - val_auc_min: 0.7160 - val_auc_max: 0.7160\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4524 - acc: 0.7500 - auc_min: 0.8320 - auc_max: 0.8337 - val_loss: 0.5981 - val_acc: 0.6944 - val_auc_min: 0.7160 - val_auc_max: 0.7284\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4444 - acc: 0.7593 - auc_min: 0.8495 - auc_max: 0.8529 - val_loss: 0.5850 - val_acc: 0.7222 - val_auc_min: 0.7500 - val_auc_max: 0.7593\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4636 - acc: 0.7870 - auc_min: 0.8176 - auc_max: 0.8234 - val_loss: 0.5745 - val_acc: 0.7500 - val_auc_min: 0.7562 - val_auc_max: 0.7747\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4312 - acc: 0.7870 - auc_min: 0.8642 - auc_max: 0.8711 - val_loss: 0.5636 - val_acc: 0.7500 - val_auc_min: 0.7747 - val_auc_max: 0.7809\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4472 - acc: 0.7963 - auc_min: 0.8467 - auc_max: 0.8498 - val_loss: 0.5506 - val_acc: 0.7500 - val_auc_min: 0.7870 - val_auc_max: 0.7963\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4331 - acc: 0.7963 - auc_min: 0.8639 - auc_max: 0.8693 - val_loss: 0.5355 - val_acc: 0.7500 - val_auc_min: 0.7963 - val_auc_max: 0.7994\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4195 - acc: 0.7870 - auc_min: 0.8711 - auc_max: 0.8762 - val_loss: 0.5189 - val_acc: 0.7500 - val_auc_min: 0.8241 - val_auc_max: 0.8302\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4258 - acc: 0.7870 - auc_min: 0.8601 - auc_max: 0.8649 - val_loss: 0.5019 - val_acc: 0.7500 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4379 - acc: 0.7778 - auc_min: 0.8556 - auc_max: 0.8594 - val_loss: 0.4860 - val_acc: 0.7222 - val_auc_min: 0.8364 - val_auc_max: 0.8488\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4138 - acc: 0.8148 - auc_min: 0.8652 - auc_max: 0.8707 - val_loss: 0.4721 - val_acc: 0.7222 - val_auc_min: 0.8549 - val_auc_max: 0.8580\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4152 - acc: 0.7593 - auc_min: 0.8717 - auc_max: 0.8752 - val_loss: 0.4602 - val_acc: 0.7222 - val_auc_min: 0.8611 - val_auc_max: 0.8642\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4141 - acc: 0.7963 - auc_min: 0.8645 - auc_max: 0.8697 - val_loss: 0.4495 - val_acc: 0.7222 - val_auc_min: 0.8642 - val_auc_max: 0.8673\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4230 - acc: 0.7963 - auc_min: 0.8601 - auc_max: 0.8663 - val_loss: 0.4393 - val_acc: 0.7222 - val_auc_min: 0.8704 - val_auc_max: 0.8735\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4057 - acc: 0.7870 - auc_min: 0.8714 - auc_max: 0.8745 - val_loss: 0.4287 - val_acc: 0.7222 - val_auc_min: 0.8765 - val_auc_max: 0.8796\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4062 - acc: 0.8148 - auc_min: 0.8803 - auc_max: 0.8841 - val_loss: 0.4178 - val_acc: 0.7222 - val_auc_min: 0.8796 - val_auc_max: 0.8796\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4092 - acc: 0.8241 - auc_min: 0.8700 - auc_max: 0.8741 - val_loss: 0.4071 - val_acc: 0.7222 - val_auc_min: 0.8827 - val_auc_max: 0.8858\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4005 - acc: 0.8056 - auc_min: 0.8872 - auc_max: 0.8906 - val_loss: 0.3974 - val_acc: 0.7500 - val_auc_min: 0.8858 - val_auc_max: 0.8920\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4198 - acc: 0.7870 - auc_min: 0.8580 - auc_max: 0.8621 - val_loss: 0.3892 - val_acc: 0.7778 - val_auc_min: 0.8889 - val_auc_max: 0.8920\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4039 - acc: 0.8241 - auc_min: 0.8714 - auc_max: 0.8745 - val_loss: 0.3831 - val_acc: 0.7778 - val_auc_min: 0.8858 - val_auc_max: 0.8920\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4078 - acc: 0.7963 - auc_min: 0.8704 - auc_max: 0.8738 - val_loss: 0.3786 - val_acc: 0.8333 - val_auc_min: 0.8951 - val_auc_max: 0.8981\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4249 - acc: 0.7778 - auc_min: 0.8584 - auc_max: 0.8628 - val_loss: 0.3744 - val_acc: 0.8333 - val_auc_min: 0.8981 - val_auc_max: 0.9043\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4139 - acc: 0.8056 - auc_min: 0.8543 - auc_max: 0.8577 - val_loss: 0.3701 - val_acc: 0.8333 - val_auc_min: 0.8981 - val_auc_max: 0.9105\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4071 - acc: 0.8333 - auc_min: 0.8659 - auc_max: 0.8728 - val_loss: 0.3648 - val_acc: 0.8333 - val_auc_min: 0.9074 - val_auc_max: 0.9198\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4325 - acc: 0.8148 - auc_min: 0.8484 - auc_max: 0.8522 - val_loss: 0.3592 - val_acc: 0.8333 - val_auc_min: 0.9167 - val_auc_max: 0.9259\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3985 - acc: 0.8333 - auc_min: 0.8793 - auc_max: 0.8824 - val_loss: 0.3537 - val_acc: 0.8333 - val_auc_min: 0.9228 - val_auc_max: 0.9290\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4237 - acc: 0.7963 - auc_min: 0.8642 - auc_max: 0.8693 - val_loss: 0.3484 - val_acc: 0.8333 - val_auc_min: 0.9228 - val_auc_max: 0.9321\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4010 - acc: 0.8241 - auc_min: 0.8738 - auc_max: 0.8786 - val_loss: 0.3435 - val_acc: 0.8056 - val_auc_min: 0.9321 - val_auc_max: 0.9383\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3888 - acc: 0.8241 - auc_min: 0.8944 - auc_max: 0.8968 - val_loss: 0.3395 - val_acc: 0.8056 - val_auc_min: 0.9414 - val_auc_max: 0.9444\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3925 - acc: 0.8333 - auc_min: 0.8779 - auc_max: 0.8827 - val_loss: 0.3364 - val_acc: 0.8056 - val_auc_min: 0.9475 - val_auc_max: 0.9475\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4018 - acc: 0.8333 - auc_min: 0.8639 - auc_max: 0.8697 - val_loss: 0.3340 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4075 - acc: 0.8056 - auc_min: 0.8810 - auc_max: 0.8855 - val_loss: 0.3319 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3966 - acc: 0.8148 - auc_min: 0.8879 - auc_max: 0.8933 - val_loss: 0.3305 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9660\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4081 - acc: 0.8148 - auc_min: 0.8714 - auc_max: 0.8759 - val_loss: 0.3300 - val_acc: 0.8056 - val_auc_min: 0.9660 - val_auc_max: 0.9660\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3961 - acc: 0.8333 - auc_min: 0.8824 - auc_max: 0.8861 - val_loss: 0.3303 - val_acc: 0.8333 - val_auc_min: 0.9660 - val_auc_max: 0.9660\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3980 - acc: 0.8333 - auc_min: 0.8896 - auc_max: 0.8920 - val_loss: 0.3310 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9660\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3992 - acc: 0.8333 - auc_min: 0.8745 - auc_max: 0.8765 - val_loss: 0.3317 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9660\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3852 - acc: 0.8148 - auc_min: 0.9053 - auc_max: 0.9112 - val_loss: 0.3321 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9660\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.4064 - acc: 0.8148 - auc_min: 0.8793 - auc_max: 0.8834 - val_loss: 0.3322 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3952 - acc: 0.8333 - auc_min: 0.8687 - auc_max: 0.8731 - val_loss: 0.3320 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.4060 - acc: 0.7963 - auc_min: 0.8837 - auc_max: 0.8896 - val_loss: 0.3306 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9660\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4033 - acc: 0.8148 - auc_min: 0.8820 - auc_max: 0.8861 - val_loss: 0.3287 - val_acc: 0.8333 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3877 - acc: 0.8148 - auc_min: 0.8951 - auc_max: 0.9005 - val_loss: 0.3268 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3976 - acc: 0.8333 - auc_min: 0.8817 - auc_max: 0.8848 - val_loss: 0.3255 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3993 - acc: 0.8333 - auc_min: 0.8776 - auc_max: 0.8803 - val_loss: 0.3249 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.4047 - acc: 0.8333 - auc_min: 0.8752 - auc_max: 0.8813 - val_loss: 0.3252 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.4026 - acc: 0.8241 - auc_min: 0.8800 - auc_max: 0.8834 - val_loss: 0.3260 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.3791 - acc: 0.8333 - auc_min: 0.8978 - auc_max: 0.9023 - val_loss: 0.3273 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3904 - acc: 0.8333 - auc_min: 0.8851 - auc_max: 0.8896 - val_loss: 0.3289 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.4029 - acc: 0.8333 - auc_min: 0.8796 - auc_max: 0.8824 - val_loss: 0.3306 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9599\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3844 - acc: 0.8333 - auc_min: 0.9036 - auc_max: 0.9074 - val_loss: 0.3320 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3744 - acc: 0.8333 - auc_min: 0.9033 - auc_max: 0.9067 - val_loss: 0.3337 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9537\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3697 - acc: 0.8241 - auc_min: 0.9122 - auc_max: 0.9160 - val_loss: 0.3351 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9568\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3757 - acc: 0.8426 - auc_min: 0.9074 - auc_max: 0.9122 - val_loss: 0.3355 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9568\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3855 - acc: 0.8333 - auc_min: 0.8978 - auc_max: 0.9023 - val_loss: 0.3350 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9475\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3712 - acc: 0.8148 - auc_min: 0.9081 - auc_max: 0.9115 - val_loss: 0.3343 - val_acc: 0.8333 - val_auc_min: 0.9444 - val_auc_max: 0.9506\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 782ms/step - loss: 0.3788 - acc: 0.8241 - auc_min: 0.8999 - auc_max: 0.9026 - val_loss: 0.3337 - val_acc: 0.8333 - val_auc_min: 0.9414 - val_auc_max: 0.9475\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3825 - acc: 0.8148 - auc_min: 0.9033 - auc_max: 0.9064 - val_loss: 0.3333 - val_acc: 0.8333 - val_auc_min: 0.9414 - val_auc_max: 0.9444\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3733 - acc: 0.8426 - auc_min: 0.9129 - auc_max: 0.9146 - val_loss: 0.3336 - val_acc: 0.8333 - val_auc_min: 0.9414 - val_auc_max: 0.9444\n",
            "Epoch 75/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3921 - acc: 0.8426 - auc_min: 0.8930 - auc_max: 0.8978 - val_loss: 0.3338 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9475\n",
            "Epoch 76/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3878 - acc: 0.8333 - auc_min: 0.8933 - auc_max: 0.8968 - val_loss: 0.3341 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9475\n",
            "Epoch 77/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3729 - acc: 0.8241 - auc_min: 0.8981 - auc_max: 0.9026 - val_loss: 0.3349 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9414\n",
            "Epoch 78/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.3788 - acc: 0.8333 - auc_min: 0.9009 - auc_max: 0.9053 - val_loss: 0.3359 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9383\n",
            "Epoch 79/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3747 - acc: 0.8611 - auc_min: 0.9016 - auc_max: 0.9043 - val_loss: 0.3366 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9383\n",
            "Epoch 80/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3546 - acc: 0.8333 - auc_min: 0.9208 - auc_max: 0.9232 - val_loss: 0.3378 - val_acc: 0.8333 - val_auc_min: 0.9352 - val_auc_max: 0.9383\n",
            "2/2 [==============================] - 1s 106ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6903 - acc: 0.5833 - auc_min: 0.5696 - auc_max: 0.5844 - val_loss: 0.5395 - val_acc: 0.7778 - val_auc_min: 0.9444 - val_auc_max: 0.9444\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6275 - acc: 0.7037 - auc_min: 0.7647 - auc_max: 0.7785 - val_loss: 0.5127 - val_acc: 0.7778 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6016 - acc: 0.7222 - auc_min: 0.7555 - auc_max: 0.7630 - val_loss: 0.4948 - val_acc: 0.7778 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5384 - acc: 0.7130 - auc_min: 0.8628 - auc_max: 0.8683 - val_loss: 0.4777 - val_acc: 0.7778 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.5153 - acc: 0.7963 - auc_min: 0.8642 - auc_max: 0.8693 - val_loss: 0.4778 - val_acc: 0.8056 - val_auc_min: 0.9198 - val_auc_max: 0.9290\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.4848 - acc: 0.8241 - auc_min: 0.8831 - auc_max: 0.8861 - val_loss: 0.4893 - val_acc: 0.8056 - val_auc_min: 0.9012 - val_auc_max: 0.9043\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.4676 - acc: 0.8056 - auc_min: 0.8796 - auc_max: 0.8817 - val_loss: 0.5035 - val_acc: 0.8056 - val_auc_min: 0.8889 - val_auc_max: 0.9012\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.4112 - acc: 0.8426 - auc_min: 0.9160 - auc_max: 0.9194 - val_loss: 0.5155 - val_acc: 0.6389 - val_auc_min: 0.8611 - val_auc_max: 0.8827\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.4114 - acc: 0.8333 - auc_min: 0.8927 - auc_max: 0.8968 - val_loss: 0.5313 - val_acc: 0.6389 - val_auc_min: 0.8519 - val_auc_max: 0.8519\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.4118 - acc: 0.8241 - auc_min: 0.8947 - auc_max: 0.8961 - val_loss: 0.5541 - val_acc: 0.6389 - val_auc_min: 0.8333 - val_auc_max: 0.8333\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3996 - acc: 0.8056 - auc_min: 0.8985 - auc_max: 0.9023 - val_loss: 0.5855 - val_acc: 0.6389 - val_auc_min: 0.8210 - val_auc_max: 0.8241\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3852 - acc: 0.8241 - auc_min: 0.8988 - auc_max: 0.9019 - val_loss: 0.6248 - val_acc: 0.6389 - val_auc_min: 0.7716 - val_auc_max: 0.7840\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.3710 - acc: 0.8611 - auc_min: 0.9071 - auc_max: 0.9098 - val_loss: 0.6686 - val_acc: 0.6389 - val_auc_min: 0.7469 - val_auc_max: 0.7654\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3628 - acc: 0.8611 - auc_min: 0.9153 - auc_max: 0.9180 - val_loss: 0.7131 - val_acc: 0.6389 - val_auc_min: 0.6821 - val_auc_max: 0.7006\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3882 - acc: 0.8241 - auc_min: 0.8933 - auc_max: 0.8957 - val_loss: 0.7521 - val_acc: 0.6389 - val_auc_min: 0.6481 - val_auc_max: 0.6481\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 785ms/step - loss: 0.3592 - acc: 0.8426 - auc_min: 0.9198 - auc_max: 0.9208 - val_loss: 0.7842 - val_acc: 0.6389 - val_auc_min: 0.5741 - val_auc_max: 0.5926\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3562 - acc: 0.8611 - auc_min: 0.9119 - auc_max: 0.9139 - val_loss: 0.8073 - val_acc: 0.6389 - val_auc_min: 0.5154 - val_auc_max: 0.5185\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3530 - acc: 0.8611 - auc_min: 0.9139 - auc_max: 0.9153 - val_loss: 0.8348 - val_acc: 0.6389 - val_auc_min: 0.4938 - val_auc_max: 0.5154\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3491 - acc: 0.8611 - auc_min: 0.9156 - auc_max: 0.9174 - val_loss: 0.8683 - val_acc: 0.6389 - val_auc_min: 0.4660 - val_auc_max: 0.4722\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3278 - acc: 0.8796 - auc_min: 0.9324 - auc_max: 0.9352 - val_loss: 0.9165 - val_acc: 0.6389 - val_auc_min: 0.4352 - val_auc_max: 0.4475\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3396 - acc: 0.8611 - auc_min: 0.9276 - auc_max: 0.9307 - val_loss: 0.9689 - val_acc: 0.6389 - val_auc_min: 0.4043 - val_auc_max: 0.4074\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3243 - acc: 0.8796 - auc_min: 0.9324 - auc_max: 0.9335 - val_loss: 1.0205 - val_acc: 0.6389 - val_auc_min: 0.4012 - val_auc_max: 0.4074\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3309 - acc: 0.8889 - auc_min: 0.9228 - auc_max: 0.9252 - val_loss: 1.0718 - val_acc: 0.6389 - val_auc_min: 0.3889 - val_auc_max: 0.4012\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3261 - acc: 0.8704 - auc_min: 0.9311 - auc_max: 0.9331 - val_loss: 1.1090 - val_acc: 0.6389 - val_auc_min: 0.3858 - val_auc_max: 0.3981\n",
            "2/2 [==============================] - 1s 108ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.7170 - acc: 0.5185 - auc_min: 0.4966 - auc_max: 0.5069 - val_loss: 0.6546 - val_acc: 0.6667 - val_auc_min: 0.6914 - val_auc_max: 0.7037\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6398 - acc: 0.6111 - auc_min: 0.6866 - auc_max: 0.6948 - val_loss: 0.5658 - val_acc: 0.8889 - val_auc_min: 0.9259 - val_auc_max: 0.9444\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5835 - acc: 0.7315 - auc_min: 0.7994 - auc_max: 0.8059 - val_loss: 0.4972 - val_acc: 0.9167 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5209 - acc: 0.7778 - auc_min: 0.8824 - auc_max: 0.8882 - val_loss: 0.4420 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5005 - acc: 0.8148 - auc_min: 0.8872 - auc_max: 0.8920 - val_loss: 0.3948 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4811 - acc: 0.7870 - auc_min: 0.8985 - auc_max: 0.9029 - val_loss: 0.3544 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4477 - acc: 0.8148 - auc_min: 0.9067 - auc_max: 0.9105 - val_loss: 0.3291 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4396 - acc: 0.8056 - auc_min: 0.9053 - auc_max: 0.9095 - val_loss: 0.3122 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4172 - acc: 0.8241 - auc_min: 0.9115 - auc_max: 0.9136 - val_loss: 0.3012 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3912 - acc: 0.8889 - auc_min: 0.9486 - auc_max: 0.9513 - val_loss: 0.3005 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3905 - acc: 0.8426 - auc_min: 0.9431 - auc_max: 0.9438 - val_loss: 0.3079 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3859 - acc: 0.8611 - auc_min: 0.9246 - auc_max: 0.9259 - val_loss: 0.3003 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3554 - acc: 0.8611 - auc_min: 0.9448 - auc_max: 0.9472 - val_loss: 0.2701 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3573 - acc: 0.8333 - auc_min: 0.9451 - auc_max: 0.9482 - val_loss: 0.2505 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3547 - acc: 0.8333 - auc_min: 0.9431 - auc_max: 0.9444 - val_loss: 0.2489 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.3479 - acc: 0.8426 - auc_min: 0.9458 - auc_max: 0.9465 - val_loss: 0.2680 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3364 - acc: 0.8519 - auc_min: 0.9458 - auc_max: 0.9475 - val_loss: 0.2851 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3522 - acc: 0.8426 - auc_min: 0.9345 - auc_max: 0.9366 - val_loss: 0.2880 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3278 - acc: 0.8889 - auc_min: 0.9472 - auc_max: 0.9482 - val_loss: 0.2811 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3478 - acc: 0.8333 - auc_min: 0.9362 - auc_max: 0.9393 - val_loss: 0.2685 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3291 - acc: 0.8704 - auc_min: 0.9400 - auc_max: 0.9468 - val_loss: 0.2535 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3570 - acc: 0.8426 - auc_min: 0.9276 - auc_max: 0.9307 - val_loss: 0.2570 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.3229 - acc: 0.8796 - auc_min: 0.9441 - auc_max: 0.9465 - val_loss: 0.2728 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3151 - acc: 0.8796 - auc_min: 0.9499 - auc_max: 0.9530 - val_loss: 0.2844 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3210 - acc: 0.8981 - auc_min: 0.9407 - auc_max: 0.9472 - val_loss: 0.2860 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3391 - acc: 0.8704 - auc_min: 0.9386 - auc_max: 0.9455 - val_loss: 0.2786 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3253 - acc: 0.8796 - auc_min: 0.9434 - auc_max: 0.9506 - val_loss: 0.2643 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3242 - acc: 0.8704 - auc_min: 0.9372 - auc_max: 0.9448 - val_loss: 0.2587 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3330 - acc: 0.8611 - auc_min: 0.9352 - auc_max: 0.9420 - val_loss: 0.2626 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 784ms/step - loss: 0.3141 - acc: 0.8796 - auc_min: 0.9383 - auc_max: 0.9451 - val_loss: 0.2765 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3273 - acc: 0.8796 - auc_min: 0.9366 - auc_max: 0.9444 - val_loss: 0.2966 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3361 - acc: 0.8889 - auc_min: 0.9342 - auc_max: 0.9414 - val_loss: 0.2996 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.2988 - acc: 0.9074 - auc_min: 0.9506 - auc_max: 0.9575 - val_loss: 0.2907 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3327 - acc: 0.8889 - auc_min: 0.9321 - auc_max: 0.9400 - val_loss: 0.2663 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3419 - acc: 0.8704 - auc_min: 0.9297 - auc_max: 0.9376 - val_loss: 0.2493 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 96ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.6388 - acc: 0.5000 - auc_min: 0.2404 - auc_max: 0.2740 - val_loss: 1.4510 - val_acc: 0.5000 - val_auc_min: 0.2623 - val_auc_max: 0.2778\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 1.2123 - acc: 0.5000 - auc_min: 0.2846 - auc_max: 0.3059 - val_loss: 1.1165 - val_acc: 0.5000 - val_auc_min: 0.2778 - val_auc_max: 0.2778\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8583 - acc: 0.5000 - auc_min: 0.3683 - auc_max: 0.3820 - val_loss: 0.9539 - val_acc: 0.2778 - val_auc_min: 0.2593 - val_auc_max: 0.2593\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7340 - acc: 0.4815 - auc_min: 0.4726 - auc_max: 0.4856 - val_loss: 0.9460 - val_acc: 0.3333 - val_auc_min: 0.2407 - val_auc_max: 0.2593\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.7930 - acc: 0.5000 - auc_min: 0.4935 - auc_max: 0.5117 - val_loss: 0.9846 - val_acc: 0.5000 - val_auc_min: 0.2963 - val_auc_max: 0.3148\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.8168 - acc: 0.5000 - auc_min: 0.6725 - auc_max: 0.6896 - val_loss: 0.9892 - val_acc: 0.5000 - val_auc_min: 0.3148 - val_auc_max: 0.3704\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8708 - acc: 0.5000 - auc_min: 0.6725 - auc_max: 0.6951 - val_loss: 0.9415 - val_acc: 0.5000 - val_auc_min: 0.5340 - val_auc_max: 0.5710\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7918 - acc: 0.5000 - auc_min: 0.8333 - auc_max: 0.8481 - val_loss: 0.8554 - val_acc: 0.5000 - val_auc_min: 0.6235 - val_auc_max: 0.6296\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.7569 - acc: 0.5093 - auc_min: 0.8114 - auc_max: 0.8261 - val_loss: 0.7527 - val_acc: 0.5000 - val_auc_min: 0.6481 - val_auc_max: 0.6574\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6741 - acc: 0.5556 - auc_min: 0.7706 - auc_max: 0.7809 - val_loss: 0.6579 - val_acc: 0.5000 - val_auc_min: 0.7222 - val_auc_max: 0.7222\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5916 - acc: 0.6389 - auc_min: 0.8337 - auc_max: 0.8412 - val_loss: 0.5877 - val_acc: 0.5556 - val_auc_min: 0.7963 - val_auc_max: 0.7963\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5293 - acc: 0.7407 - auc_min: 0.8755 - auc_max: 0.8813 - val_loss: 0.5467 - val_acc: 0.8056 - val_auc_min: 0.8889 - val_auc_max: 0.9105\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5265 - acc: 0.7500 - auc_min: 0.8652 - auc_max: 0.8721 - val_loss: 0.5285 - val_acc: 0.6667 - val_auc_min: 0.9630 - val_auc_max: 0.9815\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5050 - acc: 0.7593 - auc_min: 0.9019 - auc_max: 0.9084 - val_loss: 0.5194 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5558 - acc: 0.6944 - auc_min: 0.8484 - auc_max: 0.8587 - val_loss: 0.5075 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5487 - acc: 0.6759 - auc_min: 0.8765 - auc_max: 0.8827 - val_loss: 0.4883 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5451 - acc: 0.7130 - auc_min: 0.8618 - auc_max: 0.8666 - val_loss: 0.4635 - val_acc: 0.6667 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5058 - acc: 0.7222 - auc_min: 0.8913 - auc_max: 0.8975 - val_loss: 0.4383 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4817 - acc: 0.7685 - auc_min: 0.8957 - auc_max: 0.9029 - val_loss: 0.4183 - val_acc: 0.8333 - val_auc_min: 0.9877 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4628 - acc: 0.7870 - auc_min: 0.8903 - auc_max: 0.8933 - val_loss: 0.4079 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4363 - acc: 0.8148 - auc_min: 0.8975 - auc_max: 0.9019 - val_loss: 0.4078 - val_acc: 0.9722 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.4421 - acc: 0.7870 - auc_min: 0.8868 - auc_max: 0.8885 - val_loss: 0.4156 - val_acc: 0.8889 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.4246 - acc: 0.8704 - auc_min: 0.8971 - auc_max: 0.8988 - val_loss: 0.4270 - val_acc: 0.8333 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.4481 - acc: 0.8333 - auc_min: 0.8981 - auc_max: 0.9016 - val_loss: 0.4374 - val_acc: 0.8056 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.4396 - acc: 0.7778 - auc_min: 0.8947 - auc_max: 0.8988 - val_loss: 0.4420 - val_acc: 0.7778 - val_auc_min: 0.9630 - val_auc_max: 0.9784\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.4417 - acc: 0.7870 - auc_min: 0.8975 - auc_max: 0.9019 - val_loss: 0.4383 - val_acc: 0.7778 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.4364 - acc: 0.7870 - auc_min: 0.8957 - auc_max: 0.8992 - val_loss: 0.4276 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 776ms/step - loss: 0.4223 - acc: 0.8148 - auc_min: 0.9047 - auc_max: 0.9067 - val_loss: 0.4116 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4269 - acc: 0.8241 - auc_min: 0.9053 - auc_max: 0.9084 - val_loss: 0.3931 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4205 - acc: 0.8148 - auc_min: 0.8855 - auc_max: 0.8885 - val_loss: 0.3751 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4191 - acc: 0.8241 - auc_min: 0.8841 - auc_max: 0.8875 - val_loss: 0.3601 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4031 - acc: 0.8241 - auc_min: 0.9098 - auc_max: 0.9122 - val_loss: 0.3488 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4038 - acc: 0.8241 - auc_min: 0.9047 - auc_max: 0.9067 - val_loss: 0.3408 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.4099 - acc: 0.7963 - auc_min: 0.8940 - auc_max: 0.8975 - val_loss: 0.3353 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4260 - acc: 0.7963 - auc_min: 0.8680 - auc_max: 0.8721 - val_loss: 0.3319 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3999 - acc: 0.8148 - auc_min: 0.9029 - auc_max: 0.9060 - val_loss: 0.3300 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4015 - acc: 0.8333 - auc_min: 0.8961 - auc_max: 0.8981 - val_loss: 0.3295 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.4174 - acc: 0.8056 - auc_min: 0.8875 - auc_max: 0.8916 - val_loss: 0.3307 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.4159 - acc: 0.8056 - auc_min: 0.8827 - auc_max: 0.8865 - val_loss: 0.3342 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3928 - acc: 0.8148 - auc_min: 0.9036 - auc_max: 0.9050 - val_loss: 0.3399 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.4064 - acc: 0.7963 - auc_min: 0.8831 - auc_max: 0.8858 - val_loss: 0.3470 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3998 - acc: 0.8148 - auc_min: 0.8879 - auc_max: 0.8906 - val_loss: 0.3548 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3887 - acc: 0.8426 - auc_min: 0.9040 - auc_max: 0.9060 - val_loss: 0.3607 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.4050 - acc: 0.8426 - auc_min: 0.8971 - auc_max: 0.8988 - val_loss: 0.3639 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.4017 - acc: 0.8519 - auc_min: 0.8985 - auc_max: 0.9023 - val_loss: 0.3641 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.4005 - acc: 0.8241 - auc_min: 0.8923 - auc_max: 0.8944 - val_loss: 0.3609 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3914 - acc: 0.8056 - auc_min: 0.9009 - auc_max: 0.9043 - val_loss: 0.3559 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3882 - acc: 0.8056 - auc_min: 0.8964 - auc_max: 0.8981 - val_loss: 0.3503 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 771ms/step - loss: 0.3940 - acc: 0.8333 - auc_min: 0.8920 - auc_max: 0.8937 - val_loss: 0.3446 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.4104 - acc: 0.8241 - auc_min: 0.8837 - auc_max: 0.8858 - val_loss: 0.3392 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3778 - acc: 0.8333 - auc_min: 0.9136 - auc_max: 0.9177 - val_loss: 0.3346 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3999 - acc: 0.8148 - auc_min: 0.8940 - auc_max: 0.8961 - val_loss: 0.3311 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3754 - acc: 0.8148 - auc_min: 0.9105 - auc_max: 0.9139 - val_loss: 0.3290 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3974 - acc: 0.8333 - auc_min: 0.8913 - auc_max: 0.8933 - val_loss: 0.3288 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3929 - acc: 0.8333 - auc_min: 0.8964 - auc_max: 0.8981 - val_loss: 0.3302 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3948 - acc: 0.8056 - auc_min: 0.8999 - auc_max: 0.9016 - val_loss: 0.3331 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.3829 - acc: 0.8611 - auc_min: 0.9084 - auc_max: 0.9098 - val_loss: 0.3369 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3976 - acc: 0.8241 - auc_min: 0.8985 - auc_max: 0.9005 - val_loss: 0.3405 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3907 - acc: 0.7963 - auc_min: 0.8944 - auc_max: 0.8954 - val_loss: 0.3436 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.3899 - acc: 0.8056 - auc_min: 0.8947 - auc_max: 0.8988 - val_loss: 0.3470 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3897 - acc: 0.8056 - auc_min: 0.9002 - auc_max: 0.9040 - val_loss: 0.3497 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3885 - acc: 0.7870 - auc_min: 0.9036 - auc_max: 0.9067 - val_loss: 0.3511 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.3876 - acc: 0.8241 - auc_min: 0.9033 - auc_max: 0.9047 - val_loss: 0.3515 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 736ms/step - loss: 0.3678 - acc: 0.8241 - auc_min: 0.9239 - auc_max: 0.9252 - val_loss: 0.3502 - val_acc: 0.8889 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 757ms/step - loss: 0.3728 - acc: 0.8426 - auc_min: 0.9184 - auc_max: 0.9204 - val_loss: 0.3479 - val_acc: 0.9167 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 741ms/step - loss: 0.3823 - acc: 0.8056 - auc_min: 0.9067 - auc_max: 0.9081 - val_loss: 0.3461 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3709 - acc: 0.8148 - auc_min: 0.9143 - auc_max: 0.9167 - val_loss: 0.3445 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3666 - acc: 0.8611 - auc_min: 0.9170 - auc_max: 0.9204 - val_loss: 0.3433 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3902 - acc: 0.7963 - auc_min: 0.8940 - auc_max: 0.8985 - val_loss: 0.3426 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3892 - acc: 0.8148 - auc_min: 0.8961 - auc_max: 0.8992 - val_loss: 0.3427 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3597 - acc: 0.8333 - auc_min: 0.9211 - auc_max: 0.9225 - val_loss: 0.3425 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3704 - acc: 0.8426 - auc_min: 0.9139 - auc_max: 0.9170 - val_loss: 0.3424 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 73/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3811 - acc: 0.8148 - auc_min: 0.8995 - auc_max: 0.9026 - val_loss: 0.3435 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 74/10000\n",
            "1/1 [==============================] - 1s 763ms/step - loss: 0.3694 - acc: 0.8426 - auc_min: 0.9050 - auc_max: 0.9081 - val_loss: 0.3449 - val_acc: 0.9444 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "2/2 [==============================] - 1s 98ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6757 - acc: 0.7037 - auc_min: 0.6718 - auc_max: 0.6794 - val_loss: 0.6502 - val_acc: 0.5278 - val_auc_min: 0.7963 - val_auc_max: 0.8148\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6663 - acc: 0.5093 - auc_min: 0.7195 - auc_max: 0.7277 - val_loss: 0.6042 - val_acc: 0.6389 - val_auc_min: 0.8457 - val_auc_max: 0.8704\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5882 - acc: 0.6389 - auc_min: 0.7936 - auc_max: 0.8008 - val_loss: 0.5683 - val_acc: 0.8056 - val_auc_min: 0.8148 - val_auc_max: 0.8549\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5553 - acc: 0.7593 - auc_min: 0.7891 - auc_max: 0.7973 - val_loss: 0.5553 - val_acc: 0.6667 - val_auc_min: 0.8210 - val_auc_max: 0.8611\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5429 - acc: 0.7500 - auc_min: 0.8107 - auc_max: 0.8155 - val_loss: 0.5387 - val_acc: 0.6667 - val_auc_min: 0.8796 - val_auc_max: 0.9074\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5165 - acc: 0.7593 - auc_min: 0.8309 - auc_max: 0.8371 - val_loss: 0.5115 - val_acc: 0.8056 - val_auc_min: 0.8981 - val_auc_max: 0.9167\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4874 - acc: 0.7870 - auc_min: 0.8422 - auc_max: 0.8484 - val_loss: 0.4899 - val_acc: 0.8056 - val_auc_min: 0.8981 - val_auc_max: 0.9074\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4591 - acc: 0.7963 - auc_min: 0.8783 - auc_max: 0.8834 - val_loss: 0.4755 - val_acc: 0.8056 - val_auc_min: 0.9012 - val_auc_max: 0.9198\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4491 - acc: 0.7870 - auc_min: 0.8947 - auc_max: 0.8992 - val_loss: 0.4641 - val_acc: 0.8056 - val_auc_min: 0.8951 - val_auc_max: 0.9074\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4322 - acc: 0.8056 - auc_min: 0.8978 - auc_max: 0.9016 - val_loss: 0.4554 - val_acc: 0.8056 - val_auc_min: 0.8981 - val_auc_max: 0.9136\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4345 - acc: 0.8333 - auc_min: 0.8813 - auc_max: 0.8851 - val_loss: 0.4515 - val_acc: 0.8333 - val_auc_min: 0.8951 - val_auc_max: 0.9012\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.4292 - acc: 0.8241 - auc_min: 0.8567 - auc_max: 0.8601 - val_loss: 0.4520 - val_acc: 0.8333 - val_auc_min: 0.8951 - val_auc_max: 0.9043\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.4088 - acc: 0.8333 - auc_min: 0.8844 - auc_max: 0.8896 - val_loss: 0.4532 - val_acc: 0.8333 - val_auc_min: 0.8704 - val_auc_max: 0.8951\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4094 - acc: 0.8241 - auc_min: 0.8882 - auc_max: 0.8916 - val_loss: 0.4511 - val_acc: 0.8333 - val_auc_min: 0.8796 - val_auc_max: 0.8920\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4076 - acc: 0.8426 - auc_min: 0.8800 - auc_max: 0.8841 - val_loss: 0.4428 - val_acc: 0.8333 - val_auc_min: 0.8765 - val_auc_max: 0.8889\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3940 - acc: 0.8333 - auc_min: 0.8916 - auc_max: 0.8954 - val_loss: 0.4314 - val_acc: 0.8333 - val_auc_min: 0.8765 - val_auc_max: 0.8951\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3825 - acc: 0.8333 - auc_min: 0.9002 - auc_max: 0.9029 - val_loss: 0.4185 - val_acc: 0.8333 - val_auc_min: 0.8796 - val_auc_max: 0.9074\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3980 - acc: 0.8241 - auc_min: 0.8896 - auc_max: 0.8933 - val_loss: 0.4106 - val_acc: 0.8056 - val_auc_min: 0.8951 - val_auc_max: 0.9136\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4033 - acc: 0.8241 - auc_min: 0.8872 - auc_max: 0.8906 - val_loss: 0.4064 - val_acc: 0.8056 - val_auc_min: 0.9012 - val_auc_max: 0.9136\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4089 - acc: 0.8241 - auc_min: 0.8817 - auc_max: 0.8858 - val_loss: 0.4050 - val_acc: 0.8056 - val_auc_min: 0.9074 - val_auc_max: 0.9136\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3742 - acc: 0.8333 - auc_min: 0.8981 - auc_max: 0.9012 - val_loss: 0.4066 - val_acc: 0.8333 - val_auc_min: 0.9012 - val_auc_max: 0.9136\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3789 - acc: 0.8426 - auc_min: 0.8957 - auc_max: 0.8981 - val_loss: 0.4091 - val_acc: 0.8333 - val_auc_min: 0.8951 - val_auc_max: 0.9136\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3765 - acc: 0.8333 - auc_min: 0.8920 - auc_max: 0.8971 - val_loss: 0.4119 - val_acc: 0.8333 - val_auc_min: 0.9012 - val_auc_max: 0.9136\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.4055 - acc: 0.8519 - auc_min: 0.8772 - auc_max: 0.8786 - val_loss: 0.4116 - val_acc: 0.8333 - val_auc_min: 0.9012 - val_auc_max: 0.9136\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3902 - acc: 0.8241 - auc_min: 0.8988 - auc_max: 0.9026 - val_loss: 0.4076 - val_acc: 0.8333 - val_auc_min: 0.9074 - val_auc_max: 0.9198\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3669 - acc: 0.8333 - auc_min: 0.9167 - auc_max: 0.9194 - val_loss: 0.4032 - val_acc: 0.8333 - val_auc_min: 0.9105 - val_auc_max: 0.9198\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3798 - acc: 0.8333 - auc_min: 0.8995 - auc_max: 0.9036 - val_loss: 0.4004 - val_acc: 0.8333 - val_auc_min: 0.9136 - val_auc_max: 0.9198\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3713 - acc: 0.8426 - auc_min: 0.8975 - auc_max: 0.9002 - val_loss: 0.3975 - val_acc: 0.8333 - val_auc_min: 0.9198 - val_auc_max: 0.9228\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3896 - acc: 0.8333 - auc_min: 0.8927 - auc_max: 0.8954 - val_loss: 0.3957 - val_acc: 0.8333 - val_auc_min: 0.9198 - val_auc_max: 0.9259\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3755 - acc: 0.8241 - auc_min: 0.9091 - auc_max: 0.9119 - val_loss: 0.3976 - val_acc: 0.8333 - val_auc_min: 0.9167 - val_auc_max: 0.9198\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3658 - acc: 0.8333 - auc_min: 0.9112 - auc_max: 0.9160 - val_loss: 0.4007 - val_acc: 0.8333 - val_auc_min: 0.9167 - val_auc_max: 0.9290\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3681 - acc: 0.8241 - auc_min: 0.9153 - auc_max: 0.9194 - val_loss: 0.4025 - val_acc: 0.8333 - val_auc_min: 0.9167 - val_auc_max: 0.9290\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3653 - acc: 0.8426 - auc_min: 0.9126 - auc_max: 0.9150 - val_loss: 0.4022 - val_acc: 0.8333 - val_auc_min: 0.9290 - val_auc_max: 0.9383\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3517 - acc: 0.8519 - auc_min: 0.9174 - auc_max: 0.9194 - val_loss: 0.3988 - val_acc: 0.8333 - val_auc_min: 0.9259 - val_auc_max: 0.9321\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3550 - acc: 0.8426 - auc_min: 0.9222 - auc_max: 0.9259 - val_loss: 0.3963 - val_acc: 0.8333 - val_auc_min: 0.9321 - val_auc_max: 0.9444\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3412 - acc: 0.8333 - auc_min: 0.9331 - auc_max: 0.9355 - val_loss: 0.3954 - val_acc: 0.8333 - val_auc_min: 0.9321 - val_auc_max: 0.9444\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3661 - acc: 0.8519 - auc_min: 0.9074 - auc_max: 0.9108 - val_loss: 0.3945 - val_acc: 0.8333 - val_auc_min: 0.9414 - val_auc_max: 0.9568\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3491 - acc: 0.8519 - auc_min: 0.9201 - auc_max: 0.9228 - val_loss: 0.3938 - val_acc: 0.8333 - val_auc_min: 0.9475 - val_auc_max: 0.9568\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3547 - acc: 0.8333 - auc_min: 0.9105 - auc_max: 0.9146 - val_loss: 0.3951 - val_acc: 0.8333 - val_auc_min: 0.9506 - val_auc_max: 0.9568\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3442 - acc: 0.8519 - auc_min: 0.9180 - auc_max: 0.9187 - val_loss: 0.3969 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3419 - acc: 0.8426 - auc_min: 0.9242 - auc_max: 0.9256 - val_loss: 0.3973 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9691\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 744ms/step - loss: 0.3452 - acc: 0.8519 - auc_min: 0.9163 - auc_max: 0.9191 - val_loss: 0.3956 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3428 - acc: 0.8519 - auc_min: 0.9225 - auc_max: 0.9256 - val_loss: 0.3969 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9691\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3477 - acc: 0.8519 - auc_min: 0.9143 - auc_max: 0.9184 - val_loss: 0.3940 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9722\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3478 - acc: 0.8426 - auc_min: 0.9132 - auc_max: 0.9167 - val_loss: 0.3902 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9691\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3397 - acc: 0.8519 - auc_min: 0.9270 - auc_max: 0.9294 - val_loss: 0.3886 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9753\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3355 - acc: 0.8426 - auc_min: 0.9266 - auc_max: 0.9297 - val_loss: 0.3914 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9722\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3413 - acc: 0.8519 - auc_min: 0.9198 - auc_max: 0.9228 - val_loss: 0.3954 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9753\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3367 - acc: 0.8426 - auc_min: 0.9259 - auc_max: 0.9287 - val_loss: 0.3997 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9753\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3253 - acc: 0.8426 - auc_min: 0.9410 - auc_max: 0.9417 - val_loss: 0.4037 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9753\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3321 - acc: 0.8519 - auc_min: 0.9348 - auc_max: 0.9366 - val_loss: 0.4021 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9753\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3361 - acc: 0.8611 - auc_min: 0.9263 - auc_max: 0.9276 - val_loss: 0.3969 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9753\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3258 - acc: 0.8426 - auc_min: 0.9393 - auc_max: 0.9410 - val_loss: 0.3938 - val_acc: 0.8333 - val_auc_min: 0.9722 - val_auc_max: 0.9753\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3318 - acc: 0.8519 - auc_min: 0.9372 - auc_max: 0.9390 - val_loss: 0.3911 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9753\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3216 - acc: 0.8611 - auc_min: 0.9427 - auc_max: 0.9434 - val_loss: 0.3922 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9753\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3205 - acc: 0.8519 - auc_min: 0.9383 - auc_max: 0.9403 - val_loss: 0.3972 - val_acc: 0.8333 - val_auc_min: 0.9660 - val_auc_max: 0.9753\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3062 - acc: 0.8519 - auc_min: 0.9427 - auc_max: 0.9455 - val_loss: 0.4012 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9753\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.2992 - acc: 0.8611 - auc_min: 0.9489 - auc_max: 0.9510 - val_loss: 0.4060 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9691\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3067 - acc: 0.8611 - auc_min: 0.9362 - auc_max: 0.9393 - val_loss: 0.4079 - val_acc: 0.8333 - val_auc_min: 0.9630 - val_auc_max: 0.9691\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 764ms/step - loss: 0.3103 - acc: 0.8704 - auc_min: 0.9420 - auc_max: 0.9448 - val_loss: 0.4047 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9660\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3061 - acc: 0.8519 - auc_min: 0.9544 - auc_max: 0.9564 - val_loss: 0.4026 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9691\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.2831 - acc: 0.8704 - auc_min: 0.9691 - auc_max: 0.9698 - val_loss: 0.3989 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3010 - acc: 0.8519 - auc_min: 0.9492 - auc_max: 0.9506 - val_loss: 0.3957 - val_acc: 0.8333 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.3091 - acc: 0.8519 - auc_min: 0.9441 - auc_max: 0.9472 - val_loss: 0.3972 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3149 - acc: 0.8611 - auc_min: 0.9441 - auc_max: 0.9458 - val_loss: 0.4010 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.2909 - acc: 0.8519 - auc_min: 0.9595 - auc_max: 0.9602 - val_loss: 0.4091 - val_acc: 0.8333 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "2/2 [==============================] - 1s 102ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 1.1086 - acc: 0.5000 - auc_min: 0.2936 - auc_max: 0.3134 - val_loss: 0.8284 - val_acc: 0.3611 - val_auc_min: 0.4105 - val_auc_max: 0.4259\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8280 - acc: 0.3704 - auc_min: 0.3165 - auc_max: 0.3292 - val_loss: 0.7369 - val_acc: 0.5278 - val_auc_min: 0.4630 - val_auc_max: 0.4630\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.7731 - acc: 0.4259 - auc_min: 0.3560 - auc_max: 0.3711 - val_loss: 0.7423 - val_acc: 0.5000 - val_auc_min: 0.5185 - val_auc_max: 0.5556\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.8117 - acc: 0.4815 - auc_min: 0.4012 - auc_max: 0.4170 - val_loss: 0.7177 - val_acc: 0.5000 - val_auc_min: 0.7377 - val_auc_max: 0.7593\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7614 - acc: 0.5370 - auc_min: 0.6015 - auc_max: 0.6163 - val_loss: 0.6585 - val_acc: 0.6667 - val_auc_min: 0.7963 - val_auc_max: 0.8148\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6871 - acc: 0.5648 - auc_min: 0.7157 - auc_max: 0.7287 - val_loss: 0.5953 - val_acc: 0.8333 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6014 - acc: 0.7222 - auc_min: 0.7939 - auc_max: 0.8032 - val_loss: 0.5543 - val_acc: 0.7778 - val_auc_min: 0.8704 - val_auc_max: 0.9012\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5468 - acc: 0.7963 - auc_min: 0.8405 - auc_max: 0.8443 - val_loss: 0.5371 - val_acc: 0.7222 - val_auc_min: 0.8858 - val_auc_max: 0.8889\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5347 - acc: 0.7315 - auc_min: 0.8388 - auc_max: 0.8436 - val_loss: 0.5300 - val_acc: 0.7778 - val_auc_min: 0.8796 - val_auc_max: 0.8858\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.5072 - acc: 0.7222 - auc_min: 0.8711 - auc_max: 0.8755 - val_loss: 0.5179 - val_acc: 0.7778 - val_auc_min: 0.8704 - val_auc_max: 0.9012\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4975 - acc: 0.7222 - auc_min: 0.8663 - auc_max: 0.8748 - val_loss: 0.4967 - val_acc: 0.6944 - val_auc_min: 0.8889 - val_auc_max: 0.8951\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4695 - acc: 0.7778 - auc_min: 0.8765 - auc_max: 0.8800 - val_loss: 0.4723 - val_acc: 0.7500 - val_auc_min: 0.8889 - val_auc_max: 0.8889\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4516 - acc: 0.7870 - auc_min: 0.8810 - auc_max: 0.8868 - val_loss: 0.4521 - val_acc: 0.8056 - val_auc_min: 0.8796 - val_auc_max: 0.8858\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4238 - acc: 0.8056 - auc_min: 0.8817 - auc_max: 0.8844 - val_loss: 0.4429 - val_acc: 0.8056 - val_auc_min: 0.8704 - val_auc_max: 0.8704\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.4228 - acc: 0.8519 - auc_min: 0.8735 - auc_max: 0.8772 - val_loss: 0.4444 - val_acc: 0.8056 - val_auc_min: 0.8673 - val_auc_max: 0.8704\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.4072 - acc: 0.8611 - auc_min: 0.8704 - auc_max: 0.8741 - val_loss: 0.4519 - val_acc: 0.8333 - val_auc_min: 0.8673 - val_auc_max: 0.8704\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3907 - acc: 0.8611 - auc_min: 0.8971 - auc_max: 0.9019 - val_loss: 0.4586 - val_acc: 0.8333 - val_auc_min: 0.8611 - val_auc_max: 0.8673\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3891 - acc: 0.8889 - auc_min: 0.8879 - auc_max: 0.8947 - val_loss: 0.4606 - val_acc: 0.8056 - val_auc_min: 0.8580 - val_auc_max: 0.8704\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3839 - acc: 0.8704 - auc_min: 0.8940 - auc_max: 0.8995 - val_loss: 0.4561 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8642\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 773ms/step - loss: 0.3693 - acc: 0.8889 - auc_min: 0.9026 - auc_max: 0.9067 - val_loss: 0.4462 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8580\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3611 - acc: 0.8704 - auc_min: 0.8975 - auc_max: 0.9016 - val_loss: 0.4355 - val_acc: 0.8056 - val_auc_min: 0.8364 - val_auc_max: 0.8642\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3514 - acc: 0.8704 - auc_min: 0.9108 - auc_max: 0.9143 - val_loss: 0.4264 - val_acc: 0.8056 - val_auc_min: 0.8426 - val_auc_max: 0.8611\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3275 - acc: 0.8704 - auc_min: 0.9235 - auc_max: 0.9280 - val_loss: 0.4207 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8549\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3349 - acc: 0.8611 - auc_min: 0.9177 - auc_max: 0.9198 - val_loss: 0.4184 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8611\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 762ms/step - loss: 0.3526 - acc: 0.8241 - auc_min: 0.9029 - auc_max: 0.9057 - val_loss: 0.4186 - val_acc: 0.8056 - val_auc_min: 0.8580 - val_auc_max: 0.8704\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3383 - acc: 0.8241 - auc_min: 0.9122 - auc_max: 0.9150 - val_loss: 0.4200 - val_acc: 0.8056 - val_auc_min: 0.8488 - val_auc_max: 0.8642\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3306 - acc: 0.8426 - auc_min: 0.9194 - auc_max: 0.9204 - val_loss: 0.4224 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8611\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 737ms/step - loss: 0.3374 - acc: 0.8426 - auc_min: 0.9057 - auc_max: 0.9081 - val_loss: 0.4264 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8673\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3632 - acc: 0.8148 - auc_min: 0.8923 - auc_max: 0.8951 - val_loss: 0.4338 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8519\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3371 - acc: 0.8611 - auc_min: 0.9029 - auc_max: 0.9047 - val_loss: 0.4444 - val_acc: 0.8056 - val_auc_min: 0.8457 - val_auc_max: 0.8580\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3289 - acc: 0.8519 - auc_min: 0.9160 - auc_max: 0.9187 - val_loss: 0.4567 - val_acc: 0.8056 - val_auc_min: 0.8426 - val_auc_max: 0.8549\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 761ms/step - loss: 0.3305 - acc: 0.8611 - auc_min: 0.9115 - auc_max: 0.9132 - val_loss: 0.4698 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8611\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3343 - acc: 0.8611 - auc_min: 0.9102 - auc_max: 0.9108 - val_loss: 0.4808 - val_acc: 0.8056 - val_auc_min: 0.8395 - val_auc_max: 0.8611\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3231 - acc: 0.8611 - auc_min: 0.9177 - auc_max: 0.9198 - val_loss: 0.4894 - val_acc: 0.8056 - val_auc_min: 0.8148 - val_auc_max: 0.8333\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3247 - acc: 0.8611 - auc_min: 0.9153 - auc_max: 0.9184 - val_loss: 0.4940 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8272\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 759ms/step - loss: 0.3240 - acc: 0.8611 - auc_min: 0.9256 - auc_max: 0.9290 - val_loss: 0.4958 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8272\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.3262 - acc: 0.8611 - auc_min: 0.9156 - auc_max: 0.9180 - val_loss: 0.4954 - val_acc: 0.8056 - val_auc_min: 0.8148 - val_auc_max: 0.8272\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 760ms/step - loss: 0.3127 - acc: 0.8611 - auc_min: 0.9252 - auc_max: 0.9283 - val_loss: 0.4947 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 758ms/step - loss: 0.2980 - acc: 0.8611 - auc_min: 0.9348 - auc_max: 0.9362 - val_loss: 0.4946 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 767ms/step - loss: 0.3178 - acc: 0.8611 - auc_min: 0.9256 - auc_max: 0.9276 - val_loss: 0.4962 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3139 - acc: 0.8426 - auc_min: 0.9191 - auc_max: 0.9204 - val_loss: 0.4997 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2967 - acc: 0.8426 - auc_min: 0.9390 - auc_max: 0.9400 - val_loss: 0.5057 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 755ms/step - loss: 0.3200 - acc: 0.8519 - auc_min: 0.9180 - auc_max: 0.9208 - val_loss: 0.5143 - val_acc: 0.8056 - val_auc_min: 0.8086 - val_auc_max: 0.8148\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3103 - acc: 0.8519 - auc_min: 0.9246 - auc_max: 0.9266 - val_loss: 0.5255 - val_acc: 0.8056 - val_auc_min: 0.8117 - val_auc_max: 0.8148\n",
            "2/2 [==============================] - 1s 97ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.6150 - acc: 0.6481 - auc_min: 0.7706 - auc_max: 0.7843 - val_loss: 0.5501 - val_acc: 0.8333 - val_auc_min: 0.9691 - val_auc_max: 0.9877\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6079 - acc: 0.6944 - auc_min: 0.8083 - auc_max: 0.8234 - val_loss: 0.4988 - val_acc: 0.8333 - val_auc_min: 0.9722 - val_auc_max: 0.9784\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5616 - acc: 0.7778 - auc_min: 0.8275 - auc_max: 0.8350 - val_loss: 0.4685 - val_acc: 0.8611 - val_auc_min: 0.9784 - val_auc_max: 0.9815\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5387 - acc: 0.7870 - auc_min: 0.8309 - auc_max: 0.8381 - val_loss: 0.4527 - val_acc: 0.9444 - val_auc_min: 0.9815 - val_auc_max: 0.9815\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4927 - acc: 0.7685 - auc_min: 0.8765 - auc_max: 0.8817 - val_loss: 0.4264 - val_acc: 0.8333 - val_auc_min: 0.9753 - val_auc_max: 0.9784\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4856 - acc: 0.7870 - auc_min: 0.8793 - auc_max: 0.8837 - val_loss: 0.4036 - val_acc: 0.8056 - val_auc_min: 0.9660 - val_auc_max: 0.9722\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4518 - acc: 0.7870 - auc_min: 0.8848 - auc_max: 0.8875 - val_loss: 0.3930 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4266 - acc: 0.8241 - auc_min: 0.8855 - auc_max: 0.8906 - val_loss: 0.3862 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4301 - acc: 0.8148 - auc_min: 0.8903 - auc_max: 0.8951 - val_loss: 0.3758 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3865 - acc: 0.8426 - auc_min: 0.9180 - auc_max: 0.9204 - val_loss: 0.3643 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4039 - acc: 0.8056 - auc_min: 0.8916 - auc_max: 0.8940 - val_loss: 0.3544 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3621 - acc: 0.8611 - auc_min: 0.9328 - auc_max: 0.9366 - val_loss: 0.3484 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3486 - acc: 0.8426 - auc_min: 0.9352 - auc_max: 0.9372 - val_loss: 0.3444 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3925 - acc: 0.8241 - auc_min: 0.8916 - auc_max: 0.8951 - val_loss: 0.3404 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3642 - acc: 0.8333 - auc_min: 0.9160 - auc_max: 0.9187 - val_loss: 0.3372 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3582 - acc: 0.8241 - auc_min: 0.9150 - auc_max: 0.9198 - val_loss: 0.3365 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3549 - acc: 0.8241 - auc_min: 0.9198 - auc_max: 0.9242 - val_loss: 0.3378 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 781ms/step - loss: 0.3496 - acc: 0.8333 - auc_min: 0.9204 - auc_max: 0.9222 - val_loss: 0.3379 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3374 - acc: 0.8426 - auc_min: 0.9287 - auc_max: 0.9311 - val_loss: 0.3353 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3376 - acc: 0.8426 - auc_min: 0.9194 - auc_max: 0.9235 - val_loss: 0.3317 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3255 - acc: 0.8333 - auc_min: 0.9314 - auc_max: 0.9328 - val_loss: 0.3281 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3428 - acc: 0.8241 - auc_min: 0.9208 - auc_max: 0.9232 - val_loss: 0.3252 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3499 - acc: 0.8333 - auc_min: 0.9153 - auc_max: 0.9184 - val_loss: 0.3234 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3363 - acc: 0.8241 - auc_min: 0.9180 - auc_max: 0.9187 - val_loss: 0.3223 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 820ms/step - loss: 0.3202 - acc: 0.8241 - auc_min: 0.9348 - auc_max: 0.9376 - val_loss: 0.3225 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 774ms/step - loss: 0.3190 - acc: 0.8426 - auc_min: 0.9318 - auc_max: 0.9342 - val_loss: 0.3241 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9506\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3267 - acc: 0.8519 - auc_min: 0.9184 - auc_max: 0.9191 - val_loss: 0.3245 - val_acc: 0.8056 - val_auc_min: 0.9506 - val_auc_max: 0.9537\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.3133 - acc: 0.8611 - auc_min: 0.9355 - auc_max: 0.9369 - val_loss: 0.3240 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3390 - acc: 0.8426 - auc_min: 0.9184 - auc_max: 0.9204 - val_loss: 0.3220 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3467 - acc: 0.8333 - auc_min: 0.9119 - auc_max: 0.9143 - val_loss: 0.3196 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3277 - acc: 0.8426 - auc_min: 0.9246 - auc_max: 0.9266 - val_loss: 0.3177 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9537\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3247 - acc: 0.8426 - auc_min: 0.9204 - auc_max: 0.9228 - val_loss: 0.3173 - val_acc: 0.8056 - val_auc_min: 0.9537 - val_auc_max: 0.9568\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3268 - acc: 0.8426 - auc_min: 0.9208 - auc_max: 0.9235 - val_loss: 0.3161 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3112 - acc: 0.8611 - auc_min: 0.9328 - auc_max: 0.9352 - val_loss: 0.3151 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9568\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3069 - acc: 0.8519 - auc_min: 0.9369 - auc_max: 0.9379 - val_loss: 0.3146 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3169 - acc: 0.8519 - auc_min: 0.9252 - auc_max: 0.9263 - val_loss: 0.3139 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3193 - acc: 0.8611 - auc_min: 0.9270 - auc_max: 0.9287 - val_loss: 0.3135 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3013 - acc: 0.8426 - auc_min: 0.9376 - auc_max: 0.9396 - val_loss: 0.3152 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 1s 789ms/step - loss: 0.3192 - acc: 0.8426 - auc_min: 0.9266 - auc_max: 0.9297 - val_loss: 0.3171 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9599\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.3112 - acc: 0.8333 - auc_min: 0.9335 - auc_max: 0.9359 - val_loss: 0.3177 - val_acc: 0.8056 - val_auc_min: 0.9568 - val_auc_max: 0.9630\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3111 - acc: 0.8519 - auc_min: 0.9366 - auc_max: 0.9379 - val_loss: 0.3152 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3000 - acc: 0.8611 - auc_min: 0.9338 - auc_max: 0.9359 - val_loss: 0.3094 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3099 - acc: 0.8519 - auc_min: 0.9345 - auc_max: 0.9379 - val_loss: 0.3044 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3054 - acc: 0.8333 - auc_min: 0.9324 - auc_max: 0.9338 - val_loss: 0.3024 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 750ms/step - loss: 0.3137 - acc: 0.8426 - auc_min: 0.9328 - auc_max: 0.9345 - val_loss: 0.3037 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 777ms/step - loss: 0.3054 - acc: 0.8426 - auc_min: 0.9372 - auc_max: 0.9393 - val_loss: 0.3085 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 1s 772ms/step - loss: 0.3015 - acc: 0.8519 - auc_min: 0.9383 - auc_max: 0.9403 - val_loss: 0.3170 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3096 - acc: 0.8519 - auc_min: 0.9290 - auc_max: 0.9311 - val_loss: 0.3207 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 742ms/step - loss: 0.2923 - acc: 0.8611 - auc_min: 0.9434 - auc_max: 0.9475 - val_loss: 0.3171 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 743ms/step - loss: 0.3010 - acc: 0.8519 - auc_min: 0.9434 - auc_max: 0.9438 - val_loss: 0.3086 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2990 - acc: 0.8426 - auc_min: 0.9362 - auc_max: 0.9372 - val_loss: 0.3011 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.2926 - acc: 0.8426 - auc_min: 0.9417 - auc_max: 0.9431 - val_loss: 0.2987 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.2964 - acc: 0.8519 - auc_min: 0.9383 - auc_max: 0.9400 - val_loss: 0.2990 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.3000 - acc: 0.8519 - auc_min: 0.9379 - auc_max: 0.9396 - val_loss: 0.3009 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.2826 - acc: 0.8519 - auc_min: 0.9465 - auc_max: 0.9475 - val_loss: 0.3045 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.2920 - acc: 0.8519 - auc_min: 0.9318 - auc_max: 0.9338 - val_loss: 0.3089 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 745ms/step - loss: 0.3095 - acc: 0.8426 - auc_min: 0.9328 - auc_max: 0.9345 - val_loss: 0.3104 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2679 - acc: 0.8704 - auc_min: 0.9564 - auc_max: 0.9582 - val_loss: 0.3081 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.2973 - acc: 0.8519 - auc_min: 0.9386 - auc_max: 0.9410 - val_loss: 0.3032 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 788ms/step - loss: 0.3060 - acc: 0.8426 - auc_min: 0.9328 - auc_max: 0.9335 - val_loss: 0.3027 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9599\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 779ms/step - loss: 0.2933 - acc: 0.8426 - auc_min: 0.9355 - auc_max: 0.9386 - val_loss: 0.3019 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9660\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.2707 - acc: 0.8333 - auc_min: 0.9623 - auc_max: 0.9643 - val_loss: 0.3041 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 739ms/step - loss: 0.2871 - acc: 0.8426 - auc_min: 0.9472 - auc_max: 0.9489 - val_loss: 0.3054 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.2716 - acc: 0.8519 - auc_min: 0.9537 - auc_max: 0.9551 - val_loss: 0.3059 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9660\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.2977 - acc: 0.8426 - auc_min: 0.9318 - auc_max: 0.9335 - val_loss: 0.3029 - val_acc: 0.8056 - val_auc_min: 0.9599 - val_auc_max: 0.9630\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.2855 - acc: 0.8519 - auc_min: 0.9462 - auc_max: 0.9482 - val_loss: 0.2993 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9660\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 783ms/step - loss: 0.2992 - acc: 0.8519 - auc_min: 0.9348 - auc_max: 0.9359 - val_loss: 0.3000 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 68/10000\n",
            "1/1 [==============================] - 1s 775ms/step - loss: 0.3003 - acc: 0.8426 - auc_min: 0.9376 - auc_max: 0.9393 - val_loss: 0.3013 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 69/10000\n",
            "1/1 [==============================] - 1s 749ms/step - loss: 0.3087 - acc: 0.8426 - auc_min: 0.9318 - auc_max: 0.9362 - val_loss: 0.3028 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 70/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2858 - acc: 0.8426 - auc_min: 0.9499 - auc_max: 0.9516 - val_loss: 0.3068 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 71/10000\n",
            "1/1 [==============================] - 1s 740ms/step - loss: 0.2963 - acc: 0.8426 - auc_min: 0.9396 - auc_max: 0.9424 - val_loss: 0.3091 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "Epoch 72/10000\n",
            "1/1 [==============================] - 1s 765ms/step - loss: 0.2878 - acc: 0.8519 - auc_min: 0.9407 - auc_max: 0.9431 - val_loss: 0.3056 - val_acc: 0.8056 - val_auc_min: 0.9630 - val_auc_max: 0.9630\n",
            "2/2 [==============================] - 1s 93ms/step\n",
            "(None, 2054, 8)\n",
            "(None, 3)\n",
            "Epoch 1/10000\n",
            "1/1 [==============================] - 10s 10s/step - loss: 0.8608 - acc: 0.4074 - auc_min: 0.2257 - auc_max: 0.2370 - val_loss: 0.7054 - val_acc: 0.5000 - val_auc_min: 0.6883 - val_auc_max: 0.7222\n",
            "Epoch 2/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.7780 - acc: 0.3796 - auc_min: 0.2915 - auc_max: 0.3073 - val_loss: 0.6547 - val_acc: 0.5000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 3/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.7372 - acc: 0.5000 - auc_min: 0.4451 - auc_max: 0.4578 - val_loss: 0.5850 - val_acc: 0.5556 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 4/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6755 - acc: 0.5926 - auc_min: 0.6262 - auc_max: 0.6403 - val_loss: 0.5271 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 5/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.6088 - acc: 0.6944 - auc_min: 0.7634 - auc_max: 0.7764 - val_loss: 0.4851 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 6/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5714 - acc: 0.7315 - auc_min: 0.7918 - auc_max: 0.8014 - val_loss: 0.4491 - val_acc: 0.8333 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 7/10000\n",
            "1/1 [==============================] - 3s 3s/step - loss: 0.5209 - acc: 0.7778 - auc_min: 0.8412 - auc_max: 0.8488 - val_loss: 0.4125 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 8/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.5119 - acc: 0.7778 - auc_min: 0.8182 - auc_max: 0.8272 - val_loss: 0.3802 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 9/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4869 - acc: 0.7963 - auc_min: 0.8364 - auc_max: 0.8433 - val_loss: 0.3561 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 10/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4645 - acc: 0.7778 - auc_min: 0.8700 - auc_max: 0.8748 - val_loss: 0.3384 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 11/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4513 - acc: 0.7778 - auc_min: 0.8735 - auc_max: 0.8807 - val_loss: 0.3225 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 12/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4272 - acc: 0.8241 - auc_min: 0.8848 - auc_max: 0.8903 - val_loss: 0.3050 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 13/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4492 - acc: 0.7778 - auc_min: 0.8546 - auc_max: 0.8594 - val_loss: 0.2869 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 14/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4257 - acc: 0.7963 - auc_min: 0.8683 - auc_max: 0.8741 - val_loss: 0.2700 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 15/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4271 - acc: 0.8056 - auc_min: 0.8721 - auc_max: 0.8772 - val_loss: 0.2555 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 16/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4370 - acc: 0.8056 - auc_min: 0.8515 - auc_max: 0.8567 - val_loss: 0.2441 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 17/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4244 - acc: 0.7963 - auc_min: 0.8748 - auc_max: 0.8789 - val_loss: 0.2343 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 18/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4208 - acc: 0.7963 - auc_min: 0.8700 - auc_max: 0.8724 - val_loss: 0.2270 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 19/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3914 - acc: 0.7963 - auc_min: 0.9005 - auc_max: 0.9047 - val_loss: 0.2226 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 20/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4197 - acc: 0.7778 - auc_min: 0.8711 - auc_max: 0.8762 - val_loss: 0.2203 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 21/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4280 - acc: 0.7778 - auc_min: 0.8522 - auc_max: 0.8553 - val_loss: 0.2179 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 22/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4078 - acc: 0.7778 - auc_min: 0.8807 - auc_max: 0.8834 - val_loss: 0.2146 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 23/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4027 - acc: 0.7963 - auc_min: 0.8851 - auc_max: 0.8885 - val_loss: 0.2097 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 24/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4023 - acc: 0.8056 - auc_min: 0.8899 - auc_max: 0.8927 - val_loss: 0.2027 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 25/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4015 - acc: 0.7870 - auc_min: 0.8903 - auc_max: 0.8944 - val_loss: 0.1947 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 26/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3887 - acc: 0.7685 - auc_min: 0.9050 - auc_max: 0.9067 - val_loss: 0.1856 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 27/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3981 - acc: 0.7778 - auc_min: 0.8903 - auc_max: 0.8937 - val_loss: 0.1787 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 28/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3876 - acc: 0.7778 - auc_min: 0.8968 - auc_max: 0.8995 - val_loss: 0.1742 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 29/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.4134 - acc: 0.7963 - auc_min: 0.8669 - auc_max: 0.8690 - val_loss: 0.1712 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 30/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3916 - acc: 0.7963 - auc_min: 0.8933 - auc_max: 0.8957 - val_loss: 0.1704 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 31/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4000 - acc: 0.7685 - auc_min: 0.8892 - auc_max: 0.8909 - val_loss: 0.1697 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 32/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3847 - acc: 0.7870 - auc_min: 0.8978 - auc_max: 0.9029 - val_loss: 0.1710 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 33/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.4027 - acc: 0.7593 - auc_min: 0.8803 - auc_max: 0.8834 - val_loss: 0.1692 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 34/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3860 - acc: 0.7963 - auc_min: 0.8896 - auc_max: 0.8913 - val_loss: 0.1668 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 35/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3813 - acc: 0.7593 - auc_min: 0.9047 - auc_max: 0.9074 - val_loss: 0.1660 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 36/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3742 - acc: 0.7870 - auc_min: 0.9071 - auc_max: 0.9105 - val_loss: 0.1665 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 37/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3823 - acc: 0.7778 - auc_min: 0.8947 - auc_max: 0.8981 - val_loss: 0.1634 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 38/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3898 - acc: 0.7963 - auc_min: 0.8913 - auc_max: 0.8920 - val_loss: 0.1589 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 39/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3815 - acc: 0.7778 - auc_min: 0.8947 - auc_max: 0.8954 - val_loss: 0.1556 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 40/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3937 - acc: 0.7870 - auc_min: 0.8961 - auc_max: 0.8981 - val_loss: 0.1548 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 41/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3908 - acc: 0.8056 - auc_min: 0.8909 - auc_max: 0.8930 - val_loss: 0.1563 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 42/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3903 - acc: 0.7685 - auc_min: 0.8875 - auc_max: 0.8903 - val_loss: 0.1599 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 43/10000\n",
            "1/1 [==============================] - 1s 738ms/step - loss: 0.3803 - acc: 0.7963 - auc_min: 0.8968 - auc_max: 0.8975 - val_loss: 0.1643 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 44/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3833 - acc: 0.7870 - auc_min: 0.8906 - auc_max: 0.8930 - val_loss: 0.1617 - val_acc: 0.9167 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 45/10000\n",
            "1/1 [==============================] - 1s 770ms/step - loss: 0.3770 - acc: 0.7870 - auc_min: 0.9078 - auc_max: 0.9095 - val_loss: 0.1559 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 46/10000\n",
            "1/1 [==============================] - 1s 1s/step - loss: 0.3715 - acc: 0.8148 - auc_min: 0.8988 - auc_max: 0.9009 - val_loss: 0.1487 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 47/10000\n",
            "1/1 [==============================] - 2s 2s/step - loss: 0.3890 - acc: 0.7593 - auc_min: 0.8865 - auc_max: 0.8885 - val_loss: 0.1446 - val_acc: 1.0000 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 48/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3721 - acc: 0.8148 - auc_min: 0.8937 - auc_max: 0.8940 - val_loss: 0.1465 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 49/10000\n",
            "1/1 [==============================] - 1s 733ms/step - loss: 0.3693 - acc: 0.7963 - auc_min: 0.9088 - auc_max: 0.9105 - val_loss: 0.1508 - val_acc: 0.9722 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 50/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3586 - acc: 0.8056 - auc_min: 0.9122 - auc_max: 0.9136 - val_loss: 0.1558 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 51/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3621 - acc: 0.8148 - auc_min: 0.9053 - auc_max: 0.9071 - val_loss: 0.1607 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 52/10000\n",
            "1/1 [==============================] - 1s 768ms/step - loss: 0.3803 - acc: 0.7778 - auc_min: 0.8930 - auc_max: 0.8957 - val_loss: 0.1633 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 53/10000\n",
            "1/1 [==============================] - 1s 752ms/step - loss: 0.3785 - acc: 0.7593 - auc_min: 0.8927 - auc_max: 0.8947 - val_loss: 0.1618 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 54/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3685 - acc: 0.8241 - auc_min: 0.8995 - auc_max: 0.9005 - val_loss: 0.1597 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 55/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3748 - acc: 0.7870 - auc_min: 0.8951 - auc_max: 0.8957 - val_loss: 0.1581 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 56/10000\n",
            "1/1 [==============================] - 1s 731ms/step - loss: 0.3592 - acc: 0.8241 - auc_min: 0.9078 - auc_max: 0.9098 - val_loss: 0.1588 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 57/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3821 - acc: 0.7685 - auc_min: 0.8933 - auc_max: 0.8947 - val_loss: 0.1567 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 58/10000\n",
            "1/1 [==============================] - 1s 747ms/step - loss: 0.3580 - acc: 0.7963 - auc_min: 0.9105 - auc_max: 0.9119 - val_loss: 0.1567 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 59/10000\n",
            "1/1 [==============================] - 1s 766ms/step - loss: 0.3773 - acc: 0.7870 - auc_min: 0.8944 - auc_max: 0.8968 - val_loss: 0.1567 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 60/10000\n",
            "1/1 [==============================] - 1s 753ms/step - loss: 0.3643 - acc: 0.7963 - auc_min: 0.9040 - auc_max: 0.9057 - val_loss: 0.1568 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 61/10000\n",
            "1/1 [==============================] - 1s 756ms/step - loss: 0.3698 - acc: 0.8056 - auc_min: 0.9057 - auc_max: 0.9081 - val_loss: 0.1565 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 62/10000\n",
            "1/1 [==============================] - 1s 748ms/step - loss: 0.3637 - acc: 0.8148 - auc_min: 0.9033 - auc_max: 0.9053 - val_loss: 0.1590 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 63/10000\n",
            "1/1 [==============================] - 1s 732ms/step - loss: 0.3496 - acc: 0.8241 - auc_min: 0.9088 - auc_max: 0.9102 - val_loss: 0.1588 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 64/10000\n",
            "1/1 [==============================] - 1s 734ms/step - loss: 0.3698 - acc: 0.8056 - auc_min: 0.8968 - auc_max: 0.8981 - val_loss: 0.1595 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 65/10000\n",
            "1/1 [==============================] - 1s 751ms/step - loss: 0.3575 - acc: 0.8148 - auc_min: 0.9105 - auc_max: 0.9136 - val_loss: 0.1592 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 66/10000\n",
            "1/1 [==============================] - 1s 769ms/step - loss: 0.3701 - acc: 0.8056 - auc_min: 0.9005 - auc_max: 0.9026 - val_loss: 0.1622 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "Epoch 67/10000\n",
            "1/1 [==============================] - 1s 746ms/step - loss: 0.3661 - acc: 0.7963 - auc_min: 0.9043 - auc_max: 0.9057 - val_loss: 0.1620 - val_acc: 0.9444 - val_auc_min: 1.0000 - val_auc_max: 1.0000\n",
            "2/2 [==============================] - 1s 106ms/step\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "f = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/predictionsCloseClin.pkl\",\"wb\")\n",
        "pickle.dump(predictions,f)\n",
        "f.close()"
      ],
      "metadata": {
        "id": "6_9rKAYPMwRf"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "#Measure Performance"
      ],
      "metadata": {
        "id": "FvTV-pq7sVPP"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "o = open(\"/content/drive/My Drive/ECMOProj/GaussianProcessForArtData/predictionsCloseClin.pkl\", \"rb\")\n",
        "predictions = pickle.load(o)"
      ],
      "metadata": {
        "id": "WcvJDjhQsWb-"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "predictions.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ACyB9sA0tSbG",
        "outputId": "e7c9e221-7c57-4a18-cf12-2a80ca40d44a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(12, 5, 36)"
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.metrics import roc_auc_score\n",
        "def bootstrapAUC(true, preds, bootstrap = 5000):\n",
        "  AUCTotal = np.zeros([0])\n",
        "  if((true.sum()<1) or (true.shape[0]-true.sum() <1)):\n",
        "    print(\"Less than 1 true or false\")\n",
        "    return AUCTotal\n",
        "  for x in range(bootstrap):\n",
        "    np.random.seed(x)\n",
        "    randInt = np.random.randint(0,true.shape[0], true.shape[0])\n",
        "    trueSub = true[randInt]\n",
        "    predSub = preds[randInt]\n",
        "\n",
        "    while((trueSub.sum()<1) or (trueSub.shape[0]-trueSub.sum() <1)):\n",
        "      randInt = np.random.randint(0,true.shape[0], true.shape[0])\n",
        "      trueSub = true[randInt]\n",
        "      predSub = preds[randInt]\n",
        "\n",
        "    AUC = roc_auc_score(trueSub, predSub)\n",
        "    AUCTotal = np.append(AUCTotal, AUC)\n",
        "\n",
        "  return AUCTotal"
      ],
      "metadata": {
        "id": "mXx9gUPVtS1l"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "AllLabel = np.tile(np.append(np.ones([18]), np.zeros([18])), 60)\n",
        "bootStrappedAUC =  bootstrapAUC(AllLabel, predictions.flatten())"
      ],
      "metadata": {
        "id": "2xbuTpLYtigK"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "bootStrappedAUC.mean()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vVAIVqnZt0eD",
        "outputId": "a9230c33-47a6-42b0-f66c-c29127b44874"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.8405101507387986"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "print(\"[{:.4f} - {:.4f}]\".format(np.percentile(bootStrappedAUC, 2.5),np.percentile(bootStrappedAUC, 97.5)))"
      ],
      "metadata": {
        "id": "qWh2cLj6t-bG",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "e71f7e99-3620-47cb-c65a-bd5c7da4cead"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[0.8223 - 0.8583]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "kjbjv26U5KU4"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}