Seuqnece models/Week 1/Jazz improvisation with LSTM/Improvise a Jazz Solo with an LSTM Network - v3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Improvise a Jazz Solo with an LSTM Network\n",
    "\n",
    "Welcome to your final programming assignment of this week! In this notebook, you will implement a model that uses an LSTM to generate music. You will even be able to listen to your own music at the end of the assignment. \n",
    "\n",
    "**You will learn to:**\n",
    "- Apply an LSTM to music generation.\n",
    "- Generate your own jazz music with deep learning.\n",
    "\n",
    "Please run the following cell to load all the packages required in this assignment. This may take a few minutes. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import print_function\n",
    "import IPython\n",
    "import sys\n",
    "from music21 import *\n",
    "import numpy as np\n",
    "from grammar import *\n",
    "from qa import *\n",
    "from preprocess import * \n",
    "from music_utils import *\n",
    "from data_utils import *\n",
    "from keras.models import load_model, Model\n",
    "from keras.layers import Dense, Activation, Dropout, Input, LSTM, Reshape, Lambda, RepeatVector\n",
    "from keras.initializers import glorot_uniform\n",
    "from keras.utils import to_categorical\n",
    "from keras.optimizers import Adam\n",
    "from keras import backend as K\n",
    "from keras.models import model_from_json"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1 - Problem statement\n",
    "\n",
    "You would like to create a jazz music piece specially for a friend's birthday. However, you don't know any instruments or music composition. Fortunately, you know deep learning and will solve this problem using an LSTM netwok.  \n",
    "\n",
    "You will train a network to generate novel jazz solos in a style representative of a body of performed work.\n",
    "\n",
    "<img src=\"images/jazz.jpg\" style=\"width:450;height:300px;\">\n",
    "\n",
    "\n",
    "### 1.1 - Dataset\n",
    "\n",
    "You will train your algorithm on a corpus of Jazz music. Run the cell below to listen to a snippet of the audio from the training set:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "IPython.display.Audio('./data/30s_seq.mp3')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have taken care of the preprocessing of the musical data to render it in terms of musical \"values.\" You can informally think of each \"value\" as a note, which comprises a pitch and a duration. For example, if you press down a specific piano key for 0.5 seconds, then you have just played a note. In music theory, a \"value\" is actually more complicated than this--specifically, it also captures the information needed to play multiple notes at the same time. For example, when playing a music piece, you might press down two piano keys at the same time (playng multiple notes at the same time generates what's called a \"chord\"). But we don't need to worry about the details of music theory for this assignment. For the purpose of this assignment, all you need to know is that we will obtain a dataset of values, and will learn an RNN model to generate sequences of values. \n",
    "\n",
    "Our music generation system will use 78 unique values. Run the following code to load the raw music data and preprocess it into values. This might take a few minutes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shape of X: (60, 30, 78)\n",
      "number of training examples: 60\n",
      "Tx (length of sequence): 30\n",
      "total # of unique values: 78\n",
      "Shape of Y: (30, 60, 78)\n"
     ]
    }
   ],
   "source": [
    "X, Y, n_values, indices_values = load_music_utils()\n",
    "print('shape of X:', X.shape)\n",
    "print('number of training examples:', X.shape[0])\n",
    "print('Tx (length of sequence):', X.shape[1])\n",
    "print('total # of unique values:', n_values)\n",
    "print('Shape of Y:', Y.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You have just loaded the following:\n",
    "\n",
    "- `X`: This is an (m, $T_x$, 78) dimensional array. We have m training examples, each of which is a snippet of $T_x =30$ musical values. At each time step, the input is one of 78 different possible values, represented as a one-hot vector. Thus for example, X[i,t,:] is a one-hot vector representating the value of the i-th example at time t. \n",
    "\n",
    "- `Y`: This is essentially the same as `X`, but shifted one step to the left (to the past). Similar to the dinosaurus assignment, we're interested in the network using the previous values to predict the next value, so our sequence model will try to predict $y^{\\langle t \\rangle}$ given $x^{\\langle 1\\rangle}, \\ldots, x^{\\langle t \\rangle}$. However, the data in `Y` is reordered to be dimension $(T_y, m, 78)$, where $T_y = T_x$. This format makes it more convenient to feed to the LSTM later. \n",
    "\n",
    "- `n_values`: The number of unique values in this dataset. This should be 78. \n",
    "\n",
    "- `indices_values`: python dictionary mapping from 0-77 to musical values."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1.2 - Overview of our model\n",
    "\n",
    "Here is the architecture of the model we will use. This is similar to the Dinosaurus model you had used in the previous notebook, except that in you will be implementing it in Keras. The architecture is as follows: \n",
    "\n",
    "<img src=\"images/music_generation.png\" style=\"width:600;height:400px;\">\n",
    "\n",
    "<!--\n",
    "<img src=\"images/djmodel.png\" style=\"width:600;height:400px;\">\n",
    "<br>\n",
    "<caption><center> **Figure 1**: LSTM model. $X = (x^{\\langle 1 \\rangle}, x^{\\langle 2 \\rangle}, ..., x^{\\langle T_x \\rangle})$ is a window of size $T_x$ scanned over the musical corpus. Each $x^{\\langle t \\rangle}$ is an index corresponding to a value (ex: \"A,0.250,< m2,P-4 >\") while $\\hat{y}$ is the prediction for the next value  </center></caption>\n",
    "!--> \n",
    "\n",
    "We will be training the model on random snippets of 30 values taken from a much longer piece of music. Thus, we won't bother to set the first input $x^{\\langle 1 \\rangle} = \\vec{0}$, which we had done previously to denote the start of a dinosaur name, since now most of these snippets of audio start somewhere in the middle of a piece of music. We are setting each of the snippts to have the same length $T_x = 30$ to make vectorization easier. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2 - Building the model\n",
    "\n",
    "In this part you will build and train a model that will learn musical patterns. To do so, you will need to build a model that takes in X of shape $(m, T_x, 78)$ and Y of shape $(T_y, m, 78)$. We will use an LSTM with 64 dimensional hidden states. Lets set `n_a = 64`. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "n_a = 64 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "Here's how you can create a Keras model with multiple inputs and outputs. If you're building an RNN where even at test time entire input sequence $x^{\\langle 1 \\rangle}, x^{\\langle 2 \\rangle}, \\ldots, x^{\\langle T_x \\rangle}$ were *given in advance*, for example if the inputs were words and the output was a label, then Keras has simple built-in functions to build the model. However, for sequence generation, at test time we don't know all the values of $x^{\\langle t\\rangle}$ in advance; instead we generate them one at a time using $x^{\\langle t\\rangle} = y^{\\langle t-1 \\rangle}$. So the code will be a bit more complicated, and you'll need to implement your own for-loop to iterate over the different time steps. \n",
    "\n",
    "The function `djmodel()` will call the LSTM layer $T_x$ times using a for-loop, and it is important that all $T_x$ copies have the same weights. I.e., it should not re-initiaiize the weights every time---the $T_x$ steps should have shared weights. The key steps for implementing layers with shareable weights in Keras are: \n",
    "1. Define the layer objects (we will use global variables for this).\n",
    "2. Call these objects when propagating the input.\n",
    "\n",
    "We have defined the layers objects you need as global variables. Please run the next cell to create them. Please check the Keras documentation to make sure you understand what these layers are: [Reshape()](https://keras.io/layers/core/#reshape), [LSTM()](https://keras.io/layers/recurrent/#lstm), [Dense()](https://keras.io/layers/core/#dense).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "reshapor = Reshape((1, 78))                        # Used in Step 2.B of djmodel(), below\n",
    "LSTM_cell = LSTM(n_a, return_state = True, name='lstm')         # Used in Step 2.C\n",
    "densor = Dense(n_values, activation='softmax', name='densor')     # Used in Step 2.D"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Each of `reshapor`, `LSTM_cell` and `densor` are now layer objects, and you can use them to implement `djmodel()`. In order to propagate a Keras tensor object X through one of these layers, use `layer_object(X)` (or `layer_object([X,Y])` if it requires multiple inputs.). For example, `reshapor(X)` will propagate X through the `Reshape((1,78))` layer defined above."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " \n",
    "**Exercise**: Implement `djmodel()`. You will need to carry out 2 steps:\n",
    "\n",
    "1. Create an empty list \"outputs\" to save the outputs of the LSTM Cell at every time step.\n",
    "2. Loop for $t \\in 1, \\ldots, T_x$:\n",
    "\n",
    "    A. Select the \"t\"th time-step vector from X. The shape of this selection should be (78,). To do so, create a custom [Lambda](https://keras.io/layers/core/#lambda) layer in Keras by using this line of code:\n",
    "```    \n",
    "           x = Lambda(lambda x: X[:,t,:])(X)\n",
    "``` \n",
    "Look over the Keras documentation to figure out what this does. It is creating a \"temporary\" or \"unnamed\" function (that's what Lambda functions are) that extracts out the appropriate one-hot vector, and making this function a Keras `Layer` object to apply to `X`. \n",
    "\n",
    "    B. Reshape x to be (1,78). You may find the `reshapor()` layer (defined below) helpful.\n",
    "\n",
    "    C. Run x through one step of LSTM_cell. Remember to initialize the LSTM_cell with the previous step's hidden state $a$ and cell state $c$. Use the following formatting:\n",
    "```python\n",
    "a, _, c = LSTM_cell(input_x, initial_state=[previous hidden state, previous cell state])\n",
    "```\n",
    "\n",
    "    D. Propagate the LSTM's output activation value through a dense+softmax layer using `densor`. \n",
    "    \n",
    "    E. Append the predicted value to the list of \"outputs\"\n",
    " \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# GRADED FUNCTION: djmodel\n",
    "\n",
    "def djmodel(Tx, n_a, n_values):\n",
    "    \"\"\"\n",
    "    Implement the model\n",
    "    \n",
    "    Arguments:\n",
    "    Tx -- length of the sequence in a corpus\n",
    "    n_a -- the number of activations used in our model\n",
    "    n_values -- number of unique values in the music data \n",
    "    \n",
    "    Returns:\n",
    "    model -- a keras model with the \n",
    "    \"\"\"\n",
    "    \n",
    "    # Define the input of your model with a shape \n",
    "    X = Input(shape=(Tx, n_values))\n",
    "    \n",
    "    # Define s0, initial hidden state for the decoder LSTM\n",
    "    a0 = Input(shape=(n_a,), name='a0')\n",
    "    c0 = Input(shape=(n_a,), name='c0')\n",
    "    a = a0\n",
    "    c = c0\n",
    "    \n",
    "    ### START CODE HERE ### \n",
    "    # Step 1: Create empty list to append the outputs while you iterate (≈1 line)\n",
    "    outputs = []\n",
    "    \n",
    "    # Step 2: Loop\n",
    "    for t in range(Tx):\n",
    "        \n",
    "        # Step 2.A: select the \"t\"th time step vector from X. \n",
    "        x = Lambda(lambda x: X[:,t,:])(X)\n",
    "        # Step 2.B: Use reshapor to reshape x to be (1, n_values) (≈1 line)\n",
    "        x = reshapor(x)\n",
    "        # Step 2.C: Perform one step of the LSTM_cell\n",
    "        a, _, c = LSTM_cell(x, initial_state=[a, c])\n",
    "        # Step 2.D: Apply densor to the hidden state output of LSTM_Cell\n",
    "        out = densor(a)\n",
    "        # Step 2.E: add the output to \"outputs\"\n",
    "        outputs.append(out)\n",
    "        \n",
    "    # Step 3: Create model instance\n",
    "    model = Model(inputs=[X,a0,c0], outputs=outputs)\n",
    "    \n",
    "    ### END CODE HERE ###\n",
    "    \n",
    "    return model"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run the following cell to define your model. We will use `Tx=30`, `n_a=64` (the dimension of the LSTM activations), and `n_values=78`. This cell may take a few seconds to run. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "model = djmodel(Tx = 30 , n_a = 64, n_values = 78)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You now need to compile your model to be trained. We will Adam and a categorical cross-entropy loss."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "opt = Adam(lr=0.01, beta_1=0.9, beta_2=0.999, decay=0.01)\n",
    "\n",
    "model.compile(optimizer=opt, loss='categorical_crossentropy', metrics=['accuracy'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, lets initialize `a0` and `c0` for the LSTM's initial state to be zero. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "collapsed": true,
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "m = 60\n",
    "a0 = np.zeros((m, n_a))\n",
    "c0 = np.zeros((m, n_a))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lets now fit the model! We will turn `Y` to a list before doing so, since the cost function expects `Y` to be provided in this format (one list item per time-step). So `list(Y)` is a list with 30 items, where each of the list items is of shape (60,78). Lets train for 100 epochs. This will take a few minutes. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/300\n",
      "60/60 [==============================] - 0s - loss: 6.0124 - densor_loss_1: 3.7565 - densor_loss_2: 1.1808 - densor_loss_3: 0.3174 - densor_loss_4: 0.0922 - densor_loss_5: 0.0569 - densor_loss_6: 0.0386 - densor_loss_7: 0.0352 - densor_loss_8: 0.0307 - densor_loss_9: 0.0279 - densor_loss_10: 0.0232 - densor_loss_11: 0.0227 - densor_loss_12: 0.0240 - densor_loss_13: 0.0221 - densor_loss_14: 0.0220 - densor_loss_15: 0.0240 - densor_loss_16: 0.0240 - densor_loss_17: 0.0228 - densor_loss_18: 0.0203 - densor_loss_19: 0.0220 - densor_loss_20: 0.0247 - densor_loss_21: 0.0229 - densor_loss_22: 0.0232 - densor_loss_23: 0.0214 - densor_loss_24: 0.0231 - densor_loss_25: 0.0247 - densor_loss_26: 0.0221 - densor_loss_27: 0.0264 - densor_loss_28: 0.0309 - densor_loss_29: 0.0297 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6500 - densor_acc_3: 0.9000 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 2/300\n",
      "60/60 [==============================] - 0s - loss: 5.9817 - densor_loss_1: 3.7536 - densor_loss_2: 1.1715 - densor_loss_3: 0.3128 - densor_loss_4: 0.0907 - densor_loss_5: 0.0559 - densor_loss_6: 0.0379 - densor_loss_7: 0.0347 - densor_loss_8: 0.0301 - densor_loss_9: 0.0274 - densor_loss_10: 0.0227 - densor_loss_11: 0.0223 - densor_loss_12: 0.0236 - densor_loss_13: 0.0217 - densor_loss_14: 0.0215 - densor_loss_15: 0.0235 - densor_loss_16: 0.0235 - densor_loss_17: 0.0224 - densor_loss_18: 0.0199 - densor_loss_19: 0.0216 - densor_loss_20: 0.0242 - densor_loss_21: 0.0224 - densor_loss_22: 0.0228 - densor_loss_23: 0.0210 - densor_loss_24: 0.0227 - densor_loss_25: 0.0242 - densor_loss_26: 0.0216 - densor_loss_27: 0.0259 - densor_loss_28: 0.0303 - densor_loss_29: 0.0292 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6500 - densor_acc_3: 0.9000 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 3/300\n",
      "60/60 [==============================] - 0s - loss: 5.9519 - densor_loss_1: 3.7507 - densor_loss_2: 1.1621 - densor_loss_3: 0.3084 - densor_loss_4: 0.0892 - densor_loss_5: 0.0550 - densor_loss_6: 0.0373 - densor_loss_7: 0.0341 - densor_loss_8: 0.0296 - densor_loss_9: 0.0269 - densor_loss_10: 0.0223 - densor_loss_11: 0.0219 - densor_loss_12: 0.0232 - densor_loss_13: 0.0213 - densor_loss_14: 0.0212 - densor_loss_15: 0.0231 - densor_loss_16: 0.0231 - densor_loss_17: 0.0219 - densor_loss_18: 0.0195 - densor_loss_19: 0.0212 - densor_loss_20: 0.0238 - densor_loss_21: 0.0220 - densor_loss_22: 0.0224 - densor_loss_23: 0.0206 - densor_loss_24: 0.0223 - densor_loss_25: 0.0237 - densor_loss_26: 0.0213 - densor_loss_27: 0.0255 - densor_loss_28: 0.0297 - densor_loss_29: 0.0287 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6500 - densor_acc_3: 0.9167 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 4/300\n",
      "60/60 [==============================] - 0s - loss: 5.9225 - densor_loss_1: 3.7480 - densor_loss_2: 1.1532 - densor_loss_3: 0.3038 - densor_loss_4: 0.0876 - densor_loss_5: 0.0540 - densor_loss_6: 0.0366 - densor_loss_7: 0.0335 - densor_loss_8: 0.0290 - densor_loss_9: 0.0265 - densor_loss_10: 0.0219 - densor_loss_11: 0.0215 - densor_loss_12: 0.0228 - densor_loss_13: 0.0209 - densor_loss_14: 0.0208 - densor_loss_15: 0.0227 - densor_loss_16: 0.0226 - densor_loss_17: 0.0216 - densor_loss_18: 0.0192 - densor_loss_19: 0.0208 - densor_loss_20: 0.0233 - densor_loss_21: 0.0216 - densor_loss_22: 0.0220 - densor_loss_23: 0.0203 - densor_loss_24: 0.0219 - densor_loss_25: 0.0232 - densor_loss_26: 0.0209 - densor_loss_27: 0.0251 - densor_loss_28: 0.0291 - densor_loss_29: 0.0282 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6500 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 5/300\n",
      "60/60 [==============================] - 0s - loss: 5.8932 - densor_loss_1: 3.7452 - densor_loss_2: 1.1443 - densor_loss_3: 0.2991 - densor_loss_4: 0.0861 - densor_loss_5: 0.0529 - densor_loss_6: 0.0359 - densor_loss_7: 0.0329 - densor_loss_8: 0.0285 - densor_loss_9: 0.0259 - densor_loss_10: 0.0216 - densor_loss_11: 0.0211 - densor_loss_12: 0.0224 - densor_loss_13: 0.0205 - densor_loss_14: 0.0204 - densor_loss_15: 0.0223 - densor_loss_16: 0.0223 - densor_loss_17: 0.0212 - densor_loss_18: 0.0189 - densor_loss_19: 0.0204 - densor_loss_20: 0.0229 - densor_loss_21: 0.0211 - densor_loss_22: 0.0216 - densor_loss_23: 0.0199 - densor_loss_24: 0.0215 - densor_loss_25: 0.0229 - densor_loss_26: 0.0205 - densor_loss_27: 0.0247 - densor_loss_28: 0.0286 - densor_loss_29: 0.0276 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6500 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 6/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 5.8653 - densor_loss_1: 3.7424 - densor_loss_2: 1.1354 - densor_loss_3: 0.2950 - densor_loss_4: 0.0850 - densor_loss_5: 0.0521 - densor_loss_6: 0.0352 - densor_loss_7: 0.0324 - densor_loss_8: 0.0281 - densor_loss_9: 0.0254 - densor_loss_10: 0.0212 - densor_loss_11: 0.0208 - densor_loss_12: 0.0220 - densor_loss_13: 0.0201 - densor_loss_14: 0.0201 - densor_loss_15: 0.0219 - densor_loss_16: 0.0219 - densor_loss_17: 0.0208 - densor_loss_18: 0.0185 - densor_loss_19: 0.0200 - densor_loss_20: 0.0225 - densor_loss_21: 0.0207 - densor_loss_22: 0.0212 - densor_loss_23: 0.0195 - densor_loss_24: 0.0211 - densor_loss_25: 0.0225 - densor_loss_26: 0.0201 - densor_loss_27: 0.0242 - densor_loss_28: 0.0282 - densor_loss_29: 0.0270 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6667 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 7/300\n",
      "60/60 [==============================] - 0s - loss: 5.8379 - densor_loss_1: 3.7396 - densor_loss_2: 1.1270 - densor_loss_3: 0.2904 - densor_loss_4: 0.0836 - densor_loss_5: 0.0512 - densor_loss_6: 0.0346 - densor_loss_7: 0.0319 - densor_loss_8: 0.0276 - densor_loss_9: 0.0250 - densor_loss_10: 0.0209 - densor_loss_11: 0.0204 - densor_loss_12: 0.0216 - densor_loss_13: 0.0198 - densor_loss_14: 0.0197 - densor_loss_15: 0.0215 - densor_loss_16: 0.0215 - densor_loss_17: 0.0205 - densor_loss_18: 0.0182 - densor_loss_19: 0.0197 - densor_loss_20: 0.0221 - densor_loss_21: 0.0204 - densor_loss_22: 0.0209 - densor_loss_23: 0.0192 - densor_loss_24: 0.0207 - densor_loss_25: 0.0221 - densor_loss_26: 0.0198 - densor_loss_27: 0.0238 - densor_loss_28: 0.0278 - densor_loss_29: 0.0265 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6667 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 8/300\n",
      "60/60 [==============================] - 0s - loss: 5.8112 - densor_loss_1: 3.7370 - densor_loss_2: 1.1183 - densor_loss_3: 0.2863 - densor_loss_4: 0.0825 - densor_loss_5: 0.0504 - densor_loss_6: 0.0340 - densor_loss_7: 0.0315 - densor_loss_8: 0.0272 - densor_loss_9: 0.0246 - densor_loss_10: 0.0205 - densor_loss_11: 0.0201 - densor_loss_12: 0.0212 - densor_loss_13: 0.0194 - densor_loss_14: 0.0193 - densor_loss_15: 0.0211 - densor_loss_16: 0.0212 - densor_loss_17: 0.0201 - densor_loss_18: 0.0179 - densor_loss_19: 0.0193 - densor_loss_20: 0.0217 - densor_loss_21: 0.0200 - densor_loss_22: 0.0205 - densor_loss_23: 0.0188 - densor_loss_24: 0.0204 - densor_loss_25: 0.0217 - densor_loss_26: 0.0194 - densor_loss_27: 0.0234 - densor_loss_28: 0.0272 - densor_loss_29: 0.0260 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 9/300\n",
      "60/60 [==============================] - 0s - loss: 5.7861 - densor_loss_1: 3.7342 - densor_loss_2: 1.1104 - densor_loss_3: 0.2825 - densor_loss_4: 0.0813 - densor_loss_5: 0.0496 - densor_loss_6: 0.0334 - densor_loss_7: 0.0310 - densor_loss_8: 0.0268 - densor_loss_9: 0.0242 - densor_loss_10: 0.0202 - densor_loss_11: 0.0197 - densor_loss_12: 0.0208 - densor_loss_13: 0.0191 - densor_loss_14: 0.0190 - densor_loss_15: 0.0208 - densor_loss_16: 0.0208 - densor_loss_17: 0.0198 - densor_loss_18: 0.0176 - densor_loss_19: 0.0190 - densor_loss_20: 0.0213 - densor_loss_21: 0.0197 - densor_loss_22: 0.0202 - densor_loss_23: 0.0185 - densor_loss_24: 0.0201 - densor_loss_25: 0.0213 - densor_loss_26: 0.0191 - densor_loss_27: 0.0231 - densor_loss_28: 0.0268 - densor_loss_29: 0.0256 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 10/300\n",
      "60/60 [==============================] - 0s - loss: 5.7608 - densor_loss_1: 3.7315 - densor_loss_2: 1.1024 - densor_loss_3: 0.2784 - densor_loss_4: 0.0803 - densor_loss_5: 0.0489 - densor_loss_6: 0.0329 - densor_loss_7: 0.0306 - densor_loss_8: 0.0264 - densor_loss_9: 0.0239 - densor_loss_10: 0.0199 - densor_loss_11: 0.0194 - densor_loss_12: 0.0205 - densor_loss_13: 0.0188 - densor_loss_14: 0.0187 - densor_loss_15: 0.0205 - densor_loss_16: 0.0204 - densor_loss_17: 0.0195 - densor_loss_18: 0.0173 - densor_loss_19: 0.0187 - densor_loss_20: 0.0209 - densor_loss_21: 0.0193 - densor_loss_22: 0.0199 - densor_loss_23: 0.0182 - densor_loss_24: 0.0198 - densor_loss_25: 0.0209 - densor_loss_26: 0.0188 - densor_loss_27: 0.0227 - densor_loss_28: 0.0263 - densor_loss_29: 0.0252 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 11/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.7350 - densor_loss_1: 3.7290 - densor_loss_2: 1.0939 - densor_loss_3: 0.2742 - densor_loss_4: 0.0792 - densor_loss_5: 0.0480 - densor_loss_6: 0.0324 - densor_loss_7: 0.0300 - densor_loss_8: 0.0259 - densor_loss_9: 0.0235 - densor_loss_10: 0.0196 - densor_loss_11: 0.0191 - densor_loss_12: 0.0201 - densor_loss_13: 0.0185 - densor_loss_14: 0.0184 - densor_loss_15: 0.0201 - densor_loss_16: 0.0201 - densor_loss_17: 0.0192 - densor_loss_18: 0.0170 - densor_loss_19: 0.0184 - densor_loss_20: 0.0206 - densor_loss_21: 0.0190 - densor_loss_22: 0.0196 - densor_loss_23: 0.0179 - densor_loss_24: 0.0195 - densor_loss_25: 0.0205 - densor_loss_26: 0.0185 - densor_loss_27: 0.0223 - densor_loss_28: 0.0258 - densor_loss_29: 0.0248 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 12/300\n",
      "60/60 [==============================] - 0s - loss: 5.7108 - densor_loss_1: 3.7264 - densor_loss_2: 1.0860 - densor_loss_3: 0.2706 - densor_loss_4: 0.0780 - densor_loss_5: 0.0473 - densor_loss_6: 0.0319 - densor_loss_7: 0.0295 - densor_loss_8: 0.0255 - densor_loss_9: 0.0231 - densor_loss_10: 0.0193 - densor_loss_11: 0.0188 - densor_loss_12: 0.0199 - densor_loss_13: 0.0182 - densor_loss_14: 0.0181 - densor_loss_15: 0.0197 - densor_loss_16: 0.0198 - densor_loss_17: 0.0189 - densor_loss_18: 0.0168 - densor_loss_19: 0.0181 - densor_loss_20: 0.0203 - densor_loss_21: 0.0187 - densor_loss_22: 0.0193 - densor_loss_23: 0.0175 - densor_loss_24: 0.0192 - densor_loss_25: 0.0202 - densor_loss_26: 0.0182 - densor_loss_27: 0.0220 - densor_loss_28: 0.0254 - densor_loss_29: 0.0244 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 13/300\n",
      "60/60 [==============================] - 0s - loss: 5.6883 - densor_loss_1: 3.7237 - densor_loss_2: 1.0786 - densor_loss_3: 0.2676 - densor_loss_4: 0.0769 - densor_loss_5: 0.0466 - densor_loss_6: 0.0314 - densor_loss_7: 0.0292 - densor_loss_8: 0.0251 - densor_loss_9: 0.0228 - densor_loss_10: 0.0189 - densor_loss_11: 0.0186 - densor_loss_12: 0.0196 - densor_loss_13: 0.0179 - densor_loss_14: 0.0178 - densor_loss_15: 0.0194 - densor_loss_16: 0.0195 - densor_loss_17: 0.0186 - densor_loss_18: 0.0165 - densor_loss_19: 0.0178 - densor_loss_20: 0.0199 - densor_loss_21: 0.0184 - densor_loss_22: 0.0189 - densor_loss_23: 0.0173 - densor_loss_24: 0.0188 - densor_loss_25: 0.0199 - densor_loss_26: 0.0179 - densor_loss_27: 0.0216 - densor_loss_28: 0.0251 - densor_loss_29: 0.0240 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 14/300\n",
      "60/60 [==============================] - 0s - loss: 5.6653 - densor_loss_1: 3.7211 - densor_loss_2: 1.0711 - densor_loss_3: 0.2641 - densor_loss_4: 0.0759 - densor_loss_5: 0.0459 - densor_loss_6: 0.0310 - densor_loss_7: 0.0287 - densor_loss_8: 0.0247 - densor_loss_9: 0.0224 - densor_loss_10: 0.0186 - densor_loss_11: 0.0183 - densor_loss_12: 0.0193 - densor_loss_13: 0.0176 - densor_loss_14: 0.0175 - densor_loss_15: 0.0191 - densor_loss_16: 0.0192 - densor_loss_17: 0.0183 - densor_loss_18: 0.0163 - densor_loss_19: 0.0176 - densor_loss_20: 0.0196 - densor_loss_21: 0.0181 - densor_loss_22: 0.0186 - densor_loss_23: 0.0170 - densor_loss_24: 0.0185 - densor_loss_25: 0.0196 - densor_loss_26: 0.0176 - densor_loss_27: 0.0213 - densor_loss_28: 0.0247 - densor_loss_29: 0.0236 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9333 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 15/300\n",
      "60/60 [==============================] - 0s - loss: 5.6421 - densor_loss_1: 3.7185 - densor_loss_2: 1.0635 - densor_loss_3: 0.2605 - densor_loss_4: 0.0748 - densor_loss_5: 0.0451 - densor_loss_6: 0.0305 - densor_loss_7: 0.0283 - densor_loss_8: 0.0243 - densor_loss_9: 0.0220 - densor_loss_10: 0.0183 - densor_loss_11: 0.0180 - densor_loss_12: 0.0190 - densor_loss_13: 0.0173 - densor_loss_14: 0.0172 - densor_loss_15: 0.0188 - densor_loss_16: 0.0189 - densor_loss_17: 0.0181 - densor_loss_18: 0.0160 - densor_loss_19: 0.0173 - densor_loss_20: 0.0193 - densor_loss_21: 0.0178 - densor_loss_22: 0.0183 - densor_loss_23: 0.0168 - densor_loss_24: 0.0182 - densor_loss_25: 0.0193 - densor_loss_26: 0.0174 - densor_loss_27: 0.0210 - densor_loss_28: 0.0242 - densor_loss_29: 0.0232 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 16/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 5.6206 - densor_loss_1: 3.7159 - densor_loss_2: 1.0563 - densor_loss_3: 0.2575 - densor_loss_4: 0.0738 - densor_loss_5: 0.0445 - densor_loss_6: 0.0301 - densor_loss_7: 0.0279 - densor_loss_8: 0.0240 - densor_loss_9: 0.0217 - densor_loss_10: 0.0180 - densor_loss_11: 0.0178 - densor_loss_12: 0.0187 - densor_loss_13: 0.0171 - densor_loss_14: 0.0170 - densor_loss_15: 0.0185 - densor_loss_16: 0.0186 - densor_loss_17: 0.0178 - densor_loss_18: 0.0158 - densor_loss_19: 0.0170 - densor_loss_20: 0.0190 - densor_loss_21: 0.0175 - densor_loss_22: 0.0180 - densor_loss_23: 0.0165 - densor_loss_24: 0.0180 - densor_loss_25: 0.0190 - densor_loss_26: 0.0171 - densor_loss_27: 0.0207 - densor_loss_28: 0.0239 - densor_loss_29: 0.0229 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 17/300\n",
      "60/60 [==============================] - 0s - loss: 5.5982 - densor_loss_1: 3.7134 - densor_loss_2: 1.0490 - densor_loss_3: 0.2537 - densor_loss_4: 0.0728 - densor_loss_5: 0.0438 - densor_loss_6: 0.0296 - densor_loss_7: 0.0275 - densor_loss_8: 0.0237 - densor_loss_9: 0.0214 - densor_loss_10: 0.0178 - densor_loss_11: 0.0175 - densor_loss_12: 0.0184 - densor_loss_13: 0.0168 - densor_loss_14: 0.0168 - densor_loss_15: 0.0182 - densor_loss_16: 0.0183 - densor_loss_17: 0.0176 - densor_loss_18: 0.0155 - densor_loss_19: 0.0168 - densor_loss_20: 0.0187 - densor_loss_21: 0.0172 - densor_loss_22: 0.0178 - densor_loss_23: 0.0163 - densor_loss_24: 0.0177 - densor_loss_25: 0.0187 - densor_loss_26: 0.0169 - densor_loss_27: 0.0203 - densor_loss_28: 0.0234 - densor_loss_29: 0.0226 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 18/300\n",
      "60/60 [==============================] - 0s - loss: 5.5775 - densor_loss_1: 3.7109 - densor_loss_2: 1.0418 - densor_loss_3: 0.2509 - densor_loss_4: 0.0719 - densor_loss_5: 0.0432 - densor_loss_6: 0.0291 - densor_loss_7: 0.0271 - densor_loss_8: 0.0233 - densor_loss_9: 0.0210 - densor_loss_10: 0.0175 - densor_loss_11: 0.0172 - densor_loss_12: 0.0181 - densor_loss_13: 0.0166 - densor_loss_14: 0.0165 - densor_loss_15: 0.0180 - densor_loss_16: 0.0181 - densor_loss_17: 0.0173 - densor_loss_18: 0.0153 - densor_loss_19: 0.0166 - densor_loss_20: 0.0184 - densor_loss_21: 0.0170 - densor_loss_22: 0.0176 - densor_loss_23: 0.0160 - densor_loss_24: 0.0175 - densor_loss_25: 0.0185 - densor_loss_26: 0.0166 - densor_loss_27: 0.0200 - densor_loss_28: 0.0231 - densor_loss_29: 0.0223 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.6833 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 19/300\n",
      "60/60 [==============================] - 0s - loss: 5.5573 - densor_loss_1: 3.7083 - densor_loss_2: 1.0352 - densor_loss_3: 0.2480 - densor_loss_4: 0.0711 - densor_loss_5: 0.0427 - densor_loss_6: 0.0287 - densor_loss_7: 0.0268 - densor_loss_8: 0.0230 - densor_loss_9: 0.0207 - densor_loss_10: 0.0173 - densor_loss_11: 0.0170 - densor_loss_12: 0.0179 - densor_loss_13: 0.0163 - densor_loss_14: 0.0162 - densor_loss_15: 0.0177 - densor_loss_16: 0.0178 - densor_loss_17: 0.0171 - densor_loss_18: 0.0150 - densor_loss_19: 0.0163 - densor_loss_20: 0.0181 - densor_loss_21: 0.0167 - densor_loss_22: 0.0173 - densor_loss_23: 0.0158 - densor_loss_24: 0.0173 - densor_loss_25: 0.0182 - densor_loss_26: 0.0164 - densor_loss_27: 0.0196 - densor_loss_28: 0.0228 - densor_loss_29: 0.0219 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 20/300\n",
      "60/60 [==============================] - 0s - loss: 5.5372 - densor_loss_1: 3.7058 - densor_loss_2: 1.0284 - densor_loss_3: 0.2451 - densor_loss_4: 0.0701 - densor_loss_5: 0.0421 - densor_loss_6: 0.0283 - densor_loss_7: 0.0265 - densor_loss_8: 0.0226 - densor_loss_9: 0.0204 - densor_loss_10: 0.0170 - densor_loss_11: 0.0167 - densor_loss_12: 0.0176 - densor_loss_13: 0.0161 - densor_loss_14: 0.0160 - densor_loss_15: 0.0175 - densor_loss_16: 0.0176 - densor_loss_17: 0.0168 - densor_loss_18: 0.0148 - densor_loss_19: 0.0161 - densor_loss_20: 0.0179 - densor_loss_21: 0.0165 - densor_loss_22: 0.0171 - densor_loss_23: 0.0155 - densor_loss_24: 0.0170 - densor_loss_25: 0.0180 - densor_loss_26: 0.0161 - densor_loss_27: 0.0194 - densor_loss_28: 0.0225 - densor_loss_29: 0.0216 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 21/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.5172 - densor_loss_1: 3.7033 - densor_loss_2: 1.0220 - densor_loss_3: 0.2421 - densor_loss_4: 0.0691 - densor_loss_5: 0.0415 - densor_loss_6: 0.0279 - densor_loss_7: 0.0261 - densor_loss_8: 0.0223 - densor_loss_9: 0.0201 - densor_loss_10: 0.0168 - densor_loss_11: 0.0165 - densor_loss_12: 0.0174 - densor_loss_13: 0.0159 - densor_loss_14: 0.0157 - densor_loss_15: 0.0172 - densor_loss_16: 0.0173 - densor_loss_17: 0.0166 - densor_loss_18: 0.0146 - densor_loss_19: 0.0158 - densor_loss_20: 0.0176 - densor_loss_21: 0.0162 - densor_loss_22: 0.0168 - densor_loss_23: 0.0153 - densor_loss_24: 0.0168 - densor_loss_25: 0.0176 - densor_loss_26: 0.0159 - densor_loss_27: 0.0192 - densor_loss_28: 0.0221 - densor_loss_29: 0.0213 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 22/300\n",
      "60/60 [==============================] - 0s - loss: 5.4976 - densor_loss_1: 3.7007 - densor_loss_2: 1.0151 - densor_loss_3: 0.2395 - densor_loss_4: 0.0683 - densor_loss_5: 0.0409 - densor_loss_6: 0.0275 - densor_loss_7: 0.0258 - densor_loss_8: 0.0220 - densor_loss_9: 0.0199 - densor_loss_10: 0.0166 - densor_loss_11: 0.0162 - densor_loss_12: 0.0171 - densor_loss_13: 0.0156 - densor_loss_14: 0.0155 - densor_loss_15: 0.0170 - densor_loss_16: 0.0170 - densor_loss_17: 0.0163 - densor_loss_18: 0.0145 - densor_loss_19: 0.0156 - densor_loss_20: 0.0174 - densor_loss_21: 0.0160 - densor_loss_22: 0.0165 - densor_loss_23: 0.0151 - densor_loss_24: 0.0166 - densor_loss_25: 0.0174 - densor_loss_26: 0.0157 - densor_loss_27: 0.0190 - densor_loss_28: 0.0217 - densor_loss_29: 0.0210 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 23/300\n",
      "60/60 [==============================] - 0s - loss: 5.4790 - densor_loss_1: 3.6985 - densor_loss_2: 1.0088 - densor_loss_3: 0.2367 - densor_loss_4: 0.0675 - densor_loss_5: 0.0403 - densor_loss_6: 0.0272 - densor_loss_7: 0.0255 - densor_loss_8: 0.0217 - densor_loss_9: 0.0196 - densor_loss_10: 0.0164 - densor_loss_11: 0.0160 - densor_loss_12: 0.0169 - densor_loss_13: 0.0154 - densor_loss_14: 0.0153 - densor_loss_15: 0.0168 - densor_loss_16: 0.0168 - densor_loss_17: 0.0161 - densor_loss_18: 0.0143 - densor_loss_19: 0.0154 - densor_loss_20: 0.0172 - densor_loss_21: 0.0157 - densor_loss_22: 0.0163 - densor_loss_23: 0.0149 - densor_loss_24: 0.0163 - densor_loss_25: 0.0171 - densor_loss_26: 0.0154 - densor_loss_27: 0.0188 - densor_loss_28: 0.0214 - densor_loss_29: 0.0207 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 24/300\n",
      "60/60 [==============================] - 0s - loss: 5.4605 - densor_loss_1: 3.6961 - densor_loss_2: 1.0027 - densor_loss_3: 0.2339 - densor_loss_4: 0.0667 - densor_loss_5: 0.0398 - densor_loss_6: 0.0268 - densor_loss_7: 0.0251 - densor_loss_8: 0.0214 - densor_loss_9: 0.0193 - densor_loss_10: 0.0161 - densor_loss_11: 0.0158 - densor_loss_12: 0.0166 - densor_loss_13: 0.0152 - densor_loss_14: 0.0150 - densor_loss_15: 0.0166 - densor_loss_16: 0.0166 - densor_loss_17: 0.0159 - densor_loss_18: 0.0141 - densor_loss_19: 0.0152 - densor_loss_20: 0.0169 - densor_loss_21: 0.0155 - densor_loss_22: 0.0161 - densor_loss_23: 0.0147 - densor_loss_24: 0.0161 - densor_loss_25: 0.0169 - densor_loss_26: 0.0152 - densor_loss_27: 0.0185 - densor_loss_28: 0.0211 - densor_loss_29: 0.0204 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 25/300\n",
      "60/60 [==============================] - 0s - loss: 5.4418 - densor_loss_1: 3.6935 - densor_loss_2: 0.9961 - densor_loss_3: 0.2312 - densor_loss_4: 0.0659 - densor_loss_5: 0.0393 - densor_loss_6: 0.0264 - densor_loss_7: 0.0248 - densor_loss_8: 0.0211 - densor_loss_9: 0.0190 - densor_loss_10: 0.0159 - densor_loss_11: 0.0156 - densor_loss_12: 0.0164 - densor_loss_13: 0.0150 - densor_loss_14: 0.0148 - densor_loss_15: 0.0163 - densor_loss_16: 0.0164 - densor_loss_17: 0.0157 - densor_loss_18: 0.0139 - densor_loss_19: 0.0150 - densor_loss_20: 0.0167 - densor_loss_21: 0.0153 - densor_loss_22: 0.0159 - densor_loss_23: 0.0145 - densor_loss_24: 0.0159 - densor_loss_25: 0.0167 - densor_loss_26: 0.0150 - densor_loss_27: 0.0182 - densor_loss_28: 0.0209 - densor_loss_29: 0.0201 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9500 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 26/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.4247 - densor_loss_1: 3.6913 - densor_loss_2: 0.9903 - densor_loss_3: 0.2289 - densor_loss_4: 0.0651 - densor_loss_5: 0.0389 - densor_loss_6: 0.0261 - densor_loss_7: 0.0245 - densor_loss_8: 0.0209 - densor_loss_9: 0.0188 - densor_loss_10: 0.0157 - densor_loss_11: 0.0154 - densor_loss_12: 0.0162 - densor_loss_13: 0.0148 - densor_loss_14: 0.0146 - densor_loss_15: 0.0161 - densor_loss_16: 0.0161 - densor_loss_17: 0.0155 - densor_loss_18: 0.0137 - densor_loss_19: 0.0148 - densor_loss_20: 0.0164 - densor_loss_21: 0.0151 - densor_loss_22: 0.0157 - densor_loss_23: 0.0143 - densor_loss_24: 0.0157 - densor_loss_25: 0.0165 - densor_loss_26: 0.0148 - densor_loss_27: 0.0180 - densor_loss_28: 0.0207 - densor_loss_29: 0.0199 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 27/300\n",
      "60/60 [==============================] - 0s - loss: 5.4077 - densor_loss_1: 3.6889 - densor_loss_2: 0.9844 - densor_loss_3: 0.2268 - densor_loss_4: 0.0644 - densor_loss_5: 0.0384 - densor_loss_6: 0.0258 - densor_loss_7: 0.0242 - densor_loss_8: 0.0206 - densor_loss_9: 0.0185 - densor_loss_10: 0.0155 - densor_loss_11: 0.0152 - densor_loss_12: 0.0160 - densor_loss_13: 0.0146 - densor_loss_14: 0.0144 - densor_loss_15: 0.0159 - densor_loss_16: 0.0159 - densor_loss_17: 0.0153 - densor_loss_18: 0.0135 - densor_loss_19: 0.0146 - densor_loss_20: 0.0162 - densor_loss_21: 0.0149 - densor_loss_22: 0.0155 - densor_loss_23: 0.0141 - densor_loss_24: 0.0155 - densor_loss_25: 0.0163 - densor_loss_26: 0.0146 - densor_loss_27: 0.0178 - densor_loss_28: 0.0203 - densor_loss_29: 0.0196 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 28/300\n",
      "60/60 [==============================] - 0s - loss: 5.3898 - densor_loss_1: 3.6865 - densor_loss_2: 0.9785 - densor_loss_3: 0.2240 - densor_loss_4: 0.0635 - densor_loss_5: 0.0379 - densor_loss_6: 0.0254 - densor_loss_7: 0.0239 - densor_loss_8: 0.0204 - densor_loss_9: 0.0183 - densor_loss_10: 0.0153 - densor_loss_11: 0.0150 - densor_loss_12: 0.0158 - densor_loss_13: 0.0144 - densor_loss_14: 0.0143 - densor_loss_15: 0.0157 - densor_loss_16: 0.0157 - densor_loss_17: 0.0151 - densor_loss_18: 0.0133 - densor_loss_19: 0.0144 - densor_loss_20: 0.0160 - densor_loss_21: 0.0147 - densor_loss_22: 0.0153 - densor_loss_23: 0.0139 - densor_loss_24: 0.0153 - densor_loss_25: 0.0160 - densor_loss_26: 0.0145 - densor_loss_27: 0.0175 - densor_loss_28: 0.0200 - densor_loss_29: 0.0193 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 29/300\n",
      "60/60 [==============================] - 0s - loss: 5.3741 - densor_loss_1: 3.6843 - densor_loss_2: 0.9728 - densor_loss_3: 0.2220 - densor_loss_4: 0.0629 - densor_loss_5: 0.0375 - densor_loss_6: 0.0252 - densor_loss_7: 0.0236 - densor_loss_8: 0.0202 - densor_loss_9: 0.0181 - densor_loss_10: 0.0151 - densor_loss_11: 0.0148 - densor_loss_12: 0.0156 - densor_loss_13: 0.0142 - densor_loss_14: 0.0140 - densor_loss_15: 0.0155 - densor_loss_16: 0.0155 - densor_loss_17: 0.0149 - densor_loss_18: 0.0131 - densor_loss_19: 0.0142 - densor_loss_20: 0.0158 - densor_loss_21: 0.0145 - densor_loss_22: 0.0151 - densor_loss_23: 0.0137 - densor_loss_24: 0.0151 - densor_loss_25: 0.0158 - densor_loss_26: 0.0143 - densor_loss_27: 0.0173 - densor_loss_28: 0.0198 - densor_loss_29: 0.0191 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 30/300\n",
      "60/60 [==============================] - 0s - loss: 5.3573 - densor_loss_1: 3.6819 - densor_loss_2: 0.9670 - densor_loss_3: 0.2199 - densor_loss_4: 0.0621 - densor_loss_5: 0.0371 - densor_loss_6: 0.0248 - densor_loss_7: 0.0233 - densor_loss_8: 0.0199 - densor_loss_9: 0.0178 - densor_loss_10: 0.0149 - densor_loss_11: 0.0146 - densor_loss_12: 0.0154 - densor_loss_13: 0.0140 - densor_loss_14: 0.0139 - densor_loss_15: 0.0153 - densor_loss_16: 0.0153 - densor_loss_17: 0.0147 - densor_loss_18: 0.0130 - densor_loss_19: 0.0140 - densor_loss_20: 0.0156 - densor_loss_21: 0.0143 - densor_loss_22: 0.0149 - densor_loss_23: 0.0136 - densor_loss_24: 0.0149 - densor_loss_25: 0.0156 - densor_loss_26: 0.0141 - densor_loss_27: 0.0171 - densor_loss_28: 0.0195 - densor_loss_29: 0.0188 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 31/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.3413 - densor_loss_1: 3.6796 - densor_loss_2: 0.9615 - densor_loss_3: 0.2176 - densor_loss_4: 0.0614 - densor_loss_5: 0.0366 - densor_loss_6: 0.0245 - densor_loss_7: 0.0230 - densor_loss_8: 0.0196 - densor_loss_9: 0.0176 - densor_loss_10: 0.0147 - densor_loss_11: 0.0145 - densor_loss_12: 0.0152 - densor_loss_13: 0.0138 - densor_loss_14: 0.0137 - densor_loss_15: 0.0151 - densor_loss_16: 0.0151 - densor_loss_17: 0.0146 - densor_loss_18: 0.0128 - densor_loss_19: 0.0139 - densor_loss_20: 0.0154 - densor_loss_21: 0.0141 - densor_loss_22: 0.0147 - densor_loss_23: 0.0134 - densor_loss_24: 0.0147 - densor_loss_25: 0.0154 - densor_loss_26: 0.0139 - densor_loss_27: 0.0169 - densor_loss_28: 0.0193 - densor_loss_29: 0.0186 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 32/300\n",
      "60/60 [==============================] - 0s - loss: 5.3261 - densor_loss_1: 3.6771 - densor_loss_2: 0.9566 - densor_loss_3: 0.2156 - densor_loss_4: 0.0606 - densor_loss_5: 0.0362 - densor_loss_6: 0.0243 - densor_loss_7: 0.0228 - densor_loss_8: 0.0194 - densor_loss_9: 0.0174 - densor_loss_10: 0.0145 - densor_loss_11: 0.0143 - densor_loss_12: 0.0150 - densor_loss_13: 0.0136 - densor_loss_14: 0.0135 - densor_loss_15: 0.0149 - densor_loss_16: 0.0150 - densor_loss_17: 0.0144 - densor_loss_18: 0.0127 - densor_loss_19: 0.0137 - densor_loss_20: 0.0152 - densor_loss_21: 0.0139 - densor_loss_22: 0.0145 - densor_loss_23: 0.0132 - densor_loss_24: 0.0145 - densor_loss_25: 0.0152 - densor_loss_26: 0.0138 - densor_loss_27: 0.0166 - densor_loss_28: 0.0191 - densor_loss_29: 0.0184 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 33/300\n",
      "60/60 [==============================] - 0s - loss: 5.3112 - densor_loss_1: 3.6751 - densor_loss_2: 0.9512 - densor_loss_3: 0.2140 - densor_loss_4: 0.0598 - densor_loss_5: 0.0358 - densor_loss_6: 0.0240 - densor_loss_7: 0.0225 - densor_loss_8: 0.0192 - densor_loss_9: 0.0172 - densor_loss_10: 0.0144 - densor_loss_11: 0.0141 - densor_loss_12: 0.0148 - densor_loss_13: 0.0134 - densor_loss_14: 0.0133 - densor_loss_15: 0.0147 - densor_loss_16: 0.0148 - densor_loss_17: 0.0142 - densor_loss_18: 0.0125 - densor_loss_19: 0.0135 - densor_loss_20: 0.0150 - densor_loss_21: 0.0138 - densor_loss_22: 0.0144 - densor_loss_23: 0.0131 - densor_loss_24: 0.0144 - densor_loss_25: 0.0150 - densor_loss_26: 0.0136 - densor_loss_27: 0.0164 - densor_loss_28: 0.0188 - densor_loss_29: 0.0182 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7000 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 34/300\n",
      "60/60 [==============================] - 0s - loss: 5.2953 - densor_loss_1: 3.6728 - densor_loss_2: 0.9456 - densor_loss_3: 0.2120 - densor_loss_4: 0.0591 - densor_loss_5: 0.0354 - densor_loss_6: 0.0237 - densor_loss_7: 0.0222 - densor_loss_8: 0.0189 - densor_loss_9: 0.0170 - densor_loss_10: 0.0142 - densor_loss_11: 0.0139 - densor_loss_12: 0.0147 - densor_loss_13: 0.0133 - densor_loss_14: 0.0132 - densor_loss_15: 0.0145 - densor_loss_16: 0.0146 - densor_loss_17: 0.0140 - densor_loss_18: 0.0123 - densor_loss_19: 0.0134 - densor_loss_20: 0.0148 - densor_loss_21: 0.0136 - densor_loss_22: 0.0142 - densor_loss_23: 0.0129 - densor_loss_24: 0.0142 - densor_loss_25: 0.0148 - densor_loss_26: 0.0134 - densor_loss_27: 0.0162 - densor_loss_28: 0.0186 - densor_loss_29: 0.0179 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 35/300\n",
      "60/60 [==============================] - 0s - loss: 5.2806 - densor_loss_1: 3.6706 - densor_loss_2: 0.9406 - densor_loss_3: 0.2099 - densor_loss_4: 0.0584 - densor_loss_5: 0.0349 - densor_loss_6: 0.0235 - densor_loss_7: 0.0219 - densor_loss_8: 0.0187 - densor_loss_9: 0.0168 - densor_loss_10: 0.0140 - densor_loss_11: 0.0138 - densor_loss_12: 0.0145 - densor_loss_13: 0.0131 - densor_loss_14: 0.0130 - densor_loss_15: 0.0143 - densor_loss_16: 0.0145 - densor_loss_17: 0.0139 - densor_loss_18: 0.0122 - densor_loss_19: 0.0132 - densor_loss_20: 0.0147 - densor_loss_21: 0.0134 - densor_loss_22: 0.0140 - densor_loss_23: 0.0127 - densor_loss_24: 0.0140 - densor_loss_25: 0.0147 - densor_loss_26: 0.0133 - densor_loss_27: 0.0160 - densor_loss_28: 0.0184 - densor_loss_29: 0.0177 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 36/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 5.2660 - densor_loss_1: 3.6682 - densor_loss_2: 0.9357 - densor_loss_3: 0.2082 - densor_loss_4: 0.0577 - densor_loss_5: 0.0344 - densor_loss_6: 0.0232 - densor_loss_7: 0.0217 - densor_loss_8: 0.0185 - densor_loss_9: 0.0166 - densor_loss_10: 0.0138 - densor_loss_11: 0.0136 - densor_loss_12: 0.0143 - densor_loss_13: 0.0130 - densor_loss_14: 0.0128 - densor_loss_15: 0.0142 - densor_loss_16: 0.0143 - densor_loss_17: 0.0137 - densor_loss_18: 0.0120 - densor_loss_19: 0.0131 - densor_loss_20: 0.0145 - densor_loss_21: 0.0132 - densor_loss_22: 0.0139 - densor_loss_23: 0.0126 - densor_loss_24: 0.0138 - densor_loss_25: 0.0145 - densor_loss_26: 0.0131 - densor_loss_27: 0.0159 - densor_loss_28: 0.0181 - densor_loss_29: 0.0175 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 37/300\n",
      "60/60 [==============================] - 0s - loss: 5.2525 - densor_loss_1: 3.6662 - densor_loss_2: 0.9309 - densor_loss_3: 0.2067 - densor_loss_4: 0.0571 - densor_loss_5: 0.0341 - densor_loss_6: 0.0230 - densor_loss_7: 0.0214 - densor_loss_8: 0.0183 - densor_loss_9: 0.0164 - densor_loss_10: 0.0137 - densor_loss_11: 0.0135 - densor_loss_12: 0.0141 - densor_loss_13: 0.0128 - densor_loss_14: 0.0127 - densor_loss_15: 0.0140 - densor_loss_16: 0.0141 - densor_loss_17: 0.0135 - densor_loss_18: 0.0119 - densor_loss_19: 0.0129 - densor_loss_20: 0.0143 - densor_loss_21: 0.0131 - densor_loss_22: 0.0137 - densor_loss_23: 0.0124 - densor_loss_24: 0.0137 - densor_loss_25: 0.0143 - densor_loss_26: 0.0129 - densor_loss_27: 0.0157 - densor_loss_28: 0.0179 - densor_loss_29: 0.0172 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 38/300\n",
      "60/60 [==============================] - 0s - loss: 5.2385 - densor_loss_1: 3.6639 - densor_loss_2: 0.9262 - densor_loss_3: 0.2049 - densor_loss_4: 0.0564 - densor_loss_5: 0.0337 - densor_loss_6: 0.0227 - densor_loss_7: 0.0212 - densor_loss_8: 0.0181 - densor_loss_9: 0.0162 - densor_loss_10: 0.0135 - densor_loss_11: 0.0133 - densor_loss_12: 0.0139 - densor_loss_13: 0.0126 - densor_loss_14: 0.0125 - densor_loss_15: 0.0139 - densor_loss_16: 0.0140 - densor_loss_17: 0.0134 - densor_loss_18: 0.0118 - densor_loss_19: 0.0128 - densor_loss_20: 0.0141 - densor_loss_21: 0.0129 - densor_loss_22: 0.0135 - densor_loss_23: 0.0123 - densor_loss_24: 0.0135 - densor_loss_25: 0.0141 - densor_loss_26: 0.0128 - densor_loss_27: 0.0155 - densor_loss_28: 0.0177 - densor_loss_29: 0.0171 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 39/300\n",
      "60/60 [==============================] - 0s - loss: 5.2244 - densor_loss_1: 3.6616 - densor_loss_2: 0.9213 - densor_loss_3: 0.2031 - densor_loss_4: 0.0558 - densor_loss_5: 0.0333 - densor_loss_6: 0.0224 - densor_loss_7: 0.0210 - densor_loss_8: 0.0179 - densor_loss_9: 0.0160 - densor_loss_10: 0.0134 - densor_loss_11: 0.0132 - densor_loss_12: 0.0137 - densor_loss_13: 0.0125 - densor_loss_14: 0.0123 - densor_loss_15: 0.0137 - densor_loss_16: 0.0138 - densor_loss_17: 0.0132 - densor_loss_18: 0.0117 - densor_loss_19: 0.0126 - densor_loss_20: 0.0139 - densor_loss_21: 0.0128 - densor_loss_22: 0.0134 - densor_loss_23: 0.0122 - densor_loss_24: 0.0134 - densor_loss_25: 0.0139 - densor_loss_26: 0.0126 - densor_loss_27: 0.0153 - densor_loss_28: 0.0175 - densor_loss_29: 0.0169 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 40/300\n",
      "60/60 [==============================] - 0s - loss: 5.2117 - densor_loss_1: 3.6596 - densor_loss_2: 0.9169 - densor_loss_3: 0.2015 - densor_loss_4: 0.0553 - densor_loss_5: 0.0330 - densor_loss_6: 0.0221 - densor_loss_7: 0.0208 - densor_loss_8: 0.0177 - densor_loss_9: 0.0158 - densor_loss_10: 0.0132 - densor_loss_11: 0.0130 - densor_loss_12: 0.0136 - densor_loss_13: 0.0123 - densor_loss_14: 0.0122 - densor_loss_15: 0.0136 - densor_loss_16: 0.0136 - densor_loss_17: 0.0131 - densor_loss_18: 0.0115 - densor_loss_19: 0.0125 - densor_loss_20: 0.0138 - densor_loss_21: 0.0126 - densor_loss_22: 0.0132 - densor_loss_23: 0.0120 - densor_loss_24: 0.0132 - densor_loss_25: 0.0138 - densor_loss_26: 0.0125 - densor_loss_27: 0.0152 - densor_loss_28: 0.0173 - densor_loss_29: 0.0167 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 41/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.1983 - densor_loss_1: 3.6576 - densor_loss_2: 0.9121 - densor_loss_3: 0.1998 - densor_loss_4: 0.0547 - densor_loss_5: 0.0326 - densor_loss_6: 0.0219 - densor_loss_7: 0.0206 - densor_loss_8: 0.0175 - densor_loss_9: 0.0156 - densor_loss_10: 0.0131 - densor_loss_11: 0.0129 - densor_loss_12: 0.0134 - densor_loss_13: 0.0122 - densor_loss_14: 0.0121 - densor_loss_15: 0.0134 - densor_loss_16: 0.0135 - densor_loss_17: 0.0129 - densor_loss_18: 0.0114 - densor_loss_19: 0.0123 - densor_loss_20: 0.0136 - densor_loss_21: 0.0125 - densor_loss_22: 0.0131 - densor_loss_23: 0.0119 - densor_loss_24: 0.0131 - densor_loss_25: 0.0136 - densor_loss_26: 0.0124 - densor_loss_27: 0.0150 - densor_loss_28: 0.0171 - densor_loss_29: 0.0165 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 42/300\n",
      "60/60 [==============================] - 0s - loss: 5.1854 - densor_loss_1: 3.6554 - densor_loss_2: 0.9077 - densor_loss_3: 0.1983 - densor_loss_4: 0.0542 - densor_loss_5: 0.0323 - densor_loss_6: 0.0216 - densor_loss_7: 0.0203 - densor_loss_8: 0.0173 - densor_loss_9: 0.0154 - densor_loss_10: 0.0130 - densor_loss_11: 0.0127 - densor_loss_12: 0.0132 - densor_loss_13: 0.0121 - densor_loss_14: 0.0119 - densor_loss_15: 0.0133 - densor_loss_16: 0.0133 - densor_loss_17: 0.0128 - densor_loss_18: 0.0112 - densor_loss_19: 0.0122 - densor_loss_20: 0.0135 - densor_loss_21: 0.0123 - densor_loss_22: 0.0129 - densor_loss_23: 0.0117 - densor_loss_24: 0.0129 - densor_loss_25: 0.0135 - densor_loss_26: 0.0122 - densor_loss_27: 0.0148 - densor_loss_28: 0.0169 - densor_loss_29: 0.0163 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 43/300\n",
      "60/60 [==============================] - 0s - loss: 5.1726 - densor_loss_1: 3.6532 - densor_loss_2: 0.9033 - densor_loss_3: 0.1966 - densor_loss_4: 0.0537 - densor_loss_5: 0.0320 - densor_loss_6: 0.0214 - densor_loss_7: 0.0201 - densor_loss_8: 0.0171 - densor_loss_9: 0.0152 - densor_loss_10: 0.0128 - densor_loss_11: 0.0126 - densor_loss_12: 0.0131 - densor_loss_13: 0.0119 - densor_loss_14: 0.0118 - densor_loss_15: 0.0131 - densor_loss_16: 0.0132 - densor_loss_17: 0.0126 - densor_loss_18: 0.0111 - densor_loss_19: 0.0121 - densor_loss_20: 0.0133 - densor_loss_21: 0.0122 - densor_loss_22: 0.0128 - densor_loss_23: 0.0116 - densor_loss_24: 0.0128 - densor_loss_25: 0.0133 - densor_loss_26: 0.0120 - densor_loss_27: 0.0146 - densor_loss_28: 0.0167 - densor_loss_29: 0.0161 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 44/300\n",
      "60/60 [==============================] - 0s - loss: 5.1600 - densor_loss_1: 3.6511 - densor_loss_2: 0.8989 - densor_loss_3: 0.1952 - densor_loss_4: 0.0531 - densor_loss_5: 0.0316 - densor_loss_6: 0.0212 - densor_loss_7: 0.0198 - densor_loss_8: 0.0169 - densor_loss_9: 0.0151 - densor_loss_10: 0.0127 - densor_loss_11: 0.0125 - densor_loss_12: 0.0130 - densor_loss_13: 0.0118 - densor_loss_14: 0.0117 - densor_loss_15: 0.0129 - densor_loss_16: 0.0130 - densor_loss_17: 0.0125 - densor_loss_18: 0.0110 - densor_loss_19: 0.0120 - densor_loss_20: 0.0132 - densor_loss_21: 0.0120 - densor_loss_22: 0.0127 - densor_loss_23: 0.0115 - densor_loss_24: 0.0127 - densor_loss_25: 0.0132 - densor_loss_26: 0.0119 - densor_loss_27: 0.0145 - densor_loss_28: 0.0165 - densor_loss_29: 0.0159 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 45/300\n",
      "60/60 [==============================] - 0s - loss: 5.1480 - densor_loss_1: 3.6491 - densor_loss_2: 0.8946 - densor_loss_3: 0.1940 - densor_loss_4: 0.0525 - densor_loss_5: 0.0313 - densor_loss_6: 0.0210 - densor_loss_7: 0.0196 - densor_loss_8: 0.0167 - densor_loss_9: 0.0149 - densor_loss_10: 0.0125 - densor_loss_11: 0.0123 - densor_loss_12: 0.0129 - densor_loss_13: 0.0116 - densor_loss_14: 0.0116 - densor_loss_15: 0.0128 - densor_loss_16: 0.0129 - densor_loss_17: 0.0124 - densor_loss_18: 0.0109 - densor_loss_19: 0.0119 - densor_loss_20: 0.0130 - densor_loss_21: 0.0119 - densor_loss_22: 0.0125 - densor_loss_23: 0.0113 - densor_loss_24: 0.0125 - densor_loss_25: 0.0130 - densor_loss_26: 0.0118 - densor_loss_27: 0.0144 - densor_loss_28: 0.0164 - densor_loss_29: 0.0157 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 46/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 5.1360 - densor_loss_1: 3.6470 - densor_loss_2: 0.8907 - densor_loss_3: 0.1924 - densor_loss_4: 0.0520 - densor_loss_5: 0.0309 - densor_loss_6: 0.0208 - densor_loss_7: 0.0194 - densor_loss_8: 0.0166 - densor_loss_9: 0.0147 - densor_loss_10: 0.0124 - densor_loss_11: 0.0122 - densor_loss_12: 0.0127 - densor_loss_13: 0.0115 - densor_loss_14: 0.0115 - densor_loss_15: 0.0126 - densor_loss_16: 0.0128 - densor_loss_17: 0.0122 - densor_loss_18: 0.0108 - densor_loss_19: 0.0117 - densor_loss_20: 0.0129 - densor_loss_21: 0.0118 - densor_loss_22: 0.0124 - densor_loss_23: 0.0112 - densor_loss_24: 0.0124 - densor_loss_25: 0.0129 - densor_loss_26: 0.0117 - densor_loss_27: 0.0142 - densor_loss_28: 0.0162 - densor_loss_29: 0.0156 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 47/300\n",
      "60/60 [==============================] - 0s - loss: 5.1246 - densor_loss_1: 3.6449 - densor_loss_2: 0.8868 - densor_loss_3: 0.1912 - densor_loss_4: 0.0514 - densor_loss_5: 0.0306 - densor_loss_6: 0.0206 - densor_loss_7: 0.0192 - densor_loss_8: 0.0164 - densor_loss_9: 0.0146 - densor_loss_10: 0.0123 - densor_loss_11: 0.0121 - densor_loss_12: 0.0126 - densor_loss_13: 0.0114 - densor_loss_14: 0.0113 - densor_loss_15: 0.0125 - densor_loss_16: 0.0126 - densor_loss_17: 0.0121 - densor_loss_18: 0.0106 - densor_loss_19: 0.0116 - densor_loss_20: 0.0128 - densor_loss_21: 0.0116 - densor_loss_22: 0.0122 - densor_loss_23: 0.0111 - densor_loss_24: 0.0122 - densor_loss_25: 0.0127 - densor_loss_26: 0.0116 - densor_loss_27: 0.0140 - densor_loss_28: 0.0160 - densor_loss_29: 0.0154 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 48/300\n",
      "60/60 [==============================] - 0s - loss: 5.1126 - densor_loss_1: 3.6430 - densor_loss_2: 0.8827 - densor_loss_3: 0.1897 - densor_loss_4: 0.0508 - densor_loss_5: 0.0303 - densor_loss_6: 0.0204 - densor_loss_7: 0.0190 - densor_loss_8: 0.0162 - densor_loss_9: 0.0144 - densor_loss_10: 0.0121 - densor_loss_11: 0.0119 - densor_loss_12: 0.0125 - densor_loss_13: 0.0113 - densor_loss_14: 0.0112 - densor_loss_15: 0.0124 - densor_loss_16: 0.0125 - densor_loss_17: 0.0120 - densor_loss_18: 0.0106 - densor_loss_19: 0.0115 - densor_loss_20: 0.0126 - densor_loss_21: 0.0115 - densor_loss_22: 0.0121 - densor_loss_23: 0.0110 - densor_loss_24: 0.0121 - densor_loss_25: 0.0126 - densor_loss_26: 0.0114 - densor_loss_27: 0.0139 - densor_loss_28: 0.0158 - densor_loss_29: 0.0153 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 49/300\n",
      "60/60 [==============================] - 0s - loss: 5.1009 - densor_loss_1: 3.6409 - densor_loss_2: 0.8787 - densor_loss_3: 0.1881 - densor_loss_4: 0.0503 - densor_loss_5: 0.0300 - densor_loss_6: 0.0202 - densor_loss_7: 0.0188 - densor_loss_8: 0.0160 - densor_loss_9: 0.0143 - densor_loss_10: 0.0120 - densor_loss_11: 0.0118 - densor_loss_12: 0.0123 - densor_loss_13: 0.0111 - densor_loss_14: 0.0110 - densor_loss_15: 0.0122 - densor_loss_16: 0.0124 - densor_loss_17: 0.0119 - densor_loss_18: 0.0104 - densor_loss_19: 0.0113 - densor_loss_20: 0.0125 - densor_loss_21: 0.0114 - densor_loss_22: 0.0120 - densor_loss_23: 0.0109 - densor_loss_24: 0.0120 - densor_loss_25: 0.0125 - densor_loss_26: 0.0113 - densor_loss_27: 0.0137 - densor_loss_28: 0.0157 - densor_loss_29: 0.0151 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 50/300\n",
      "60/60 [==============================] - 0s - loss: 5.0897 - densor_loss_1: 3.6389 - densor_loss_2: 0.8747 - densor_loss_3: 0.1870 - densor_loss_4: 0.0499 - densor_loss_5: 0.0297 - densor_loss_6: 0.0200 - densor_loss_7: 0.0186 - densor_loss_8: 0.0159 - densor_loss_9: 0.0141 - densor_loss_10: 0.0119 - densor_loss_11: 0.0117 - densor_loss_12: 0.0122 - densor_loss_13: 0.0110 - densor_loss_14: 0.0109 - densor_loss_15: 0.0121 - densor_loss_16: 0.0122 - densor_loss_17: 0.0117 - densor_loss_18: 0.0103 - densor_loss_19: 0.0112 - densor_loss_20: 0.0123 - densor_loss_21: 0.0113 - densor_loss_22: 0.0119 - densor_loss_23: 0.0108 - densor_loss_24: 0.0119 - densor_loss_25: 0.0123 - densor_loss_26: 0.0112 - densor_loss_27: 0.0136 - densor_loss_28: 0.0155 - densor_loss_29: 0.0149 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 51/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.0786 - densor_loss_1: 3.6370 - densor_loss_2: 0.8708 - densor_loss_3: 0.1857 - densor_loss_4: 0.0493 - densor_loss_5: 0.0294 - densor_loss_6: 0.0198 - densor_loss_7: 0.0184 - densor_loss_8: 0.0157 - densor_loss_9: 0.0140 - densor_loss_10: 0.0118 - densor_loss_11: 0.0116 - densor_loss_12: 0.0121 - densor_loss_13: 0.0109 - densor_loss_14: 0.0108 - densor_loss_15: 0.0120 - densor_loss_16: 0.0121 - densor_loss_17: 0.0116 - densor_loss_18: 0.0102 - densor_loss_19: 0.0111 - densor_loss_20: 0.0122 - densor_loss_21: 0.0112 - densor_loss_22: 0.0118 - densor_loss_23: 0.0107 - densor_loss_24: 0.0117 - densor_loss_25: 0.0122 - densor_loss_26: 0.0111 - densor_loss_27: 0.0135 - densor_loss_28: 0.0153 - densor_loss_29: 0.0147 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 52/300\n",
      "60/60 [==============================] - 0s - loss: 5.0681 - densor_loss_1: 3.6349 - densor_loss_2: 0.8673 - densor_loss_3: 0.1847 - densor_loss_4: 0.0488 - densor_loss_5: 0.0291 - densor_loss_6: 0.0196 - densor_loss_7: 0.0182 - densor_loss_8: 0.0155 - densor_loss_9: 0.0138 - densor_loss_10: 0.0117 - densor_loss_11: 0.0115 - densor_loss_12: 0.0120 - densor_loss_13: 0.0108 - densor_loss_14: 0.0107 - densor_loss_15: 0.0119 - densor_loss_16: 0.0120 - densor_loss_17: 0.0115 - densor_loss_18: 0.0101 - densor_loss_19: 0.0110 - densor_loss_20: 0.0121 - densor_loss_21: 0.0110 - densor_loss_22: 0.0116 - densor_loss_23: 0.0105 - densor_loss_24: 0.0116 - densor_loss_25: 0.0121 - densor_loss_26: 0.0110 - densor_loss_27: 0.0133 - densor_loss_28: 0.0152 - densor_loss_29: 0.0146 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 53/300\n",
      "60/60 [==============================] - 0s - loss: 5.0576 - densor_loss_1: 3.6329 - densor_loss_2: 0.8638 - densor_loss_3: 0.1834 - densor_loss_4: 0.0483 - densor_loss_5: 0.0288 - densor_loss_6: 0.0194 - densor_loss_7: 0.0181 - densor_loss_8: 0.0154 - densor_loss_9: 0.0137 - densor_loss_10: 0.0115 - densor_loss_11: 0.0114 - densor_loss_12: 0.0118 - densor_loss_13: 0.0107 - densor_loss_14: 0.0106 - densor_loss_15: 0.0118 - densor_loss_16: 0.0118 - densor_loss_17: 0.0114 - densor_loss_18: 0.0100 - densor_loss_19: 0.0109 - densor_loss_20: 0.0119 - densor_loss_21: 0.0109 - densor_loss_22: 0.0115 - densor_loss_23: 0.0104 - densor_loss_24: 0.0115 - densor_loss_25: 0.0120 - densor_loss_26: 0.0108 - densor_loss_27: 0.0132 - densor_loss_28: 0.0150 - densor_loss_29: 0.0145 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 54/300\n",
      "60/60 [==============================] - 0s - loss: 5.0466 - densor_loss_1: 3.6310 - densor_loss_2: 0.8599 - densor_loss_3: 0.1820 - densor_loss_4: 0.0479 - densor_loss_5: 0.0286 - densor_loss_6: 0.0192 - densor_loss_7: 0.0179 - densor_loss_8: 0.0152 - densor_loss_9: 0.0136 - densor_loss_10: 0.0114 - densor_loss_11: 0.0113 - densor_loss_12: 0.0117 - densor_loss_13: 0.0106 - densor_loss_14: 0.0105 - densor_loss_15: 0.0116 - densor_loss_16: 0.0117 - densor_loss_17: 0.0113 - densor_loss_18: 0.0099 - densor_loss_19: 0.0108 - densor_loss_20: 0.0118 - densor_loss_21: 0.0108 - densor_loss_22: 0.0114 - densor_loss_23: 0.0103 - densor_loss_24: 0.0114 - densor_loss_25: 0.0118 - densor_loss_26: 0.0107 - densor_loss_27: 0.0131 - densor_loss_28: 0.0149 - densor_loss_29: 0.0143 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 55/300\n",
      "60/60 [==============================] - 0s - loss: 5.0369 - densor_loss_1: 3.6291 - densor_loss_2: 0.8567 - densor_loss_3: 0.1810 - densor_loss_4: 0.0474 - densor_loss_5: 0.0283 - densor_loss_6: 0.0191 - densor_loss_7: 0.0177 - densor_loss_8: 0.0151 - densor_loss_9: 0.0134 - densor_loss_10: 0.0113 - densor_loss_11: 0.0112 - densor_loss_12: 0.0116 - densor_loss_13: 0.0104 - densor_loss_14: 0.0104 - densor_loss_15: 0.0115 - densor_loss_16: 0.0116 - densor_loss_17: 0.0112 - densor_loss_18: 0.0098 - densor_loss_19: 0.0107 - densor_loss_20: 0.0117 - densor_loss_21: 0.0107 - densor_loss_22: 0.0113 - densor_loss_23: 0.0102 - densor_loss_24: 0.0113 - densor_loss_25: 0.0117 - densor_loss_26: 0.0106 - densor_loss_27: 0.0130 - densor_loss_28: 0.0148 - densor_loss_29: 0.0142 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 56/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 5.0264 - densor_loss_1: 3.6270 - densor_loss_2: 0.8530 - densor_loss_3: 0.1800 - densor_loss_4: 0.0470 - densor_loss_5: 0.0280 - densor_loss_6: 0.0189 - densor_loss_7: 0.0175 - densor_loss_8: 0.0149 - densor_loss_9: 0.0133 - densor_loss_10: 0.0112 - densor_loss_11: 0.0111 - densor_loss_12: 0.0115 - densor_loss_13: 0.0103 - densor_loss_14: 0.0103 - densor_loss_15: 0.0114 - densor_loss_16: 0.0115 - densor_loss_17: 0.0111 - densor_loss_18: 0.0097 - densor_loss_19: 0.0106 - densor_loss_20: 0.0116 - densor_loss_21: 0.0106 - densor_loss_22: 0.0112 - densor_loss_23: 0.0101 - densor_loss_24: 0.0112 - densor_loss_25: 0.0116 - densor_loss_26: 0.0105 - densor_loss_27: 0.0128 - densor_loss_28: 0.0146 - densor_loss_29: 0.0140 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 57/300\n",
      "60/60 [==============================] - 0s - loss: 5.0164 - densor_loss_1: 3.6252 - densor_loss_2: 0.8498 - densor_loss_3: 0.1786 - densor_loss_4: 0.0466 - densor_loss_5: 0.0277 - densor_loss_6: 0.0187 - densor_loss_7: 0.0173 - densor_loss_8: 0.0147 - densor_loss_9: 0.0132 - densor_loss_10: 0.0111 - densor_loss_11: 0.0110 - densor_loss_12: 0.0114 - densor_loss_13: 0.0102 - densor_loss_14: 0.0102 - densor_loss_15: 0.0113 - densor_loss_16: 0.0114 - densor_loss_17: 0.0110 - densor_loss_18: 0.0096 - densor_loss_19: 0.0105 - densor_loss_20: 0.0115 - densor_loss_21: 0.0105 - densor_loss_22: 0.0111 - densor_loss_23: 0.0100 - densor_loss_24: 0.0110 - densor_loss_25: 0.0115 - densor_loss_26: 0.0104 - densor_loss_27: 0.0127 - densor_loss_28: 0.0144 - densor_loss_29: 0.0139 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 58/300\n",
      "60/60 [==============================] - 0s - loss: 5.0067 - densor_loss_1: 3.6233 - densor_loss_2: 0.8464 - densor_loss_3: 0.1775 - densor_loss_4: 0.0462 - densor_loss_5: 0.0275 - densor_loss_6: 0.0186 - densor_loss_7: 0.0172 - densor_loss_8: 0.0146 - densor_loss_9: 0.0130 - densor_loss_10: 0.0110 - densor_loss_11: 0.0109 - densor_loss_12: 0.0113 - densor_loss_13: 0.0101 - densor_loss_14: 0.0101 - densor_loss_15: 0.0112 - densor_loss_16: 0.0113 - densor_loss_17: 0.0109 - densor_loss_18: 0.0095 - densor_loss_19: 0.0104 - densor_loss_20: 0.0114 - densor_loss_21: 0.0104 - densor_loss_22: 0.0110 - densor_loss_23: 0.0099 - densor_loss_24: 0.0109 - densor_loss_25: 0.0114 - densor_loss_26: 0.0103 - densor_loss_27: 0.0126 - densor_loss_28: 0.0143 - densor_loss_29: 0.0138 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 59/300\n",
      "60/60 [==============================] - 0s - loss: 4.9970 - densor_loss_1: 3.6214 - densor_loss_2: 0.8430 - densor_loss_3: 0.1765 - densor_loss_4: 0.0457 - densor_loss_5: 0.0272 - densor_loss_6: 0.0184 - densor_loss_7: 0.0170 - densor_loss_8: 0.0145 - densor_loss_9: 0.0129 - densor_loss_10: 0.0109 - densor_loss_11: 0.0108 - densor_loss_12: 0.0111 - densor_loss_13: 0.0100 - densor_loss_14: 0.0100 - densor_loss_15: 0.0111 - densor_loss_16: 0.0112 - densor_loss_17: 0.0108 - densor_loss_18: 0.0094 - densor_loss_19: 0.0103 - densor_loss_20: 0.0113 - densor_loss_21: 0.0103 - densor_loss_22: 0.0109 - densor_loss_23: 0.0098 - densor_loss_24: 0.0108 - densor_loss_25: 0.0112 - densor_loss_26: 0.0102 - densor_loss_27: 0.0125 - densor_loss_28: 0.0142 - densor_loss_29: 0.0136 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 60/300\n",
      "60/60 [==============================] - 0s - loss: 4.9878 - densor_loss_1: 3.6194 - densor_loss_2: 0.8398 - densor_loss_3: 0.1757 - densor_loss_4: 0.0453 - densor_loss_5: 0.0270 - densor_loss_6: 0.0182 - densor_loss_7: 0.0169 - densor_loss_8: 0.0143 - densor_loss_9: 0.0128 - densor_loss_10: 0.0108 - densor_loss_11: 0.0107 - densor_loss_12: 0.0110 - densor_loss_13: 0.0099 - densor_loss_14: 0.0099 - densor_loss_15: 0.0110 - densor_loss_16: 0.0111 - densor_loss_17: 0.0107 - densor_loss_18: 0.0093 - densor_loss_19: 0.0102 - densor_loss_20: 0.0112 - densor_loss_21: 0.0102 - densor_loss_22: 0.0108 - densor_loss_23: 0.0097 - densor_loss_24: 0.0108 - densor_loss_25: 0.0111 - densor_loss_26: 0.0101 - densor_loss_27: 0.0124 - densor_loss_28: 0.0140 - densor_loss_29: 0.0135 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 61/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.9788 - densor_loss_1: 3.6176 - densor_loss_2: 0.8372 - densor_loss_3: 0.1745 - densor_loss_4: 0.0450 - densor_loss_5: 0.0268 - densor_loss_6: 0.0181 - densor_loss_7: 0.0167 - densor_loss_8: 0.0142 - densor_loss_9: 0.0127 - densor_loss_10: 0.0107 - densor_loss_11: 0.0106 - densor_loss_12: 0.0109 - densor_loss_13: 0.0098 - densor_loss_14: 0.0098 - densor_loss_15: 0.0109 - densor_loss_16: 0.0110 - densor_loss_17: 0.0106 - densor_loss_18: 0.0092 - densor_loss_19: 0.0101 - densor_loss_20: 0.0110 - densor_loss_21: 0.0101 - densor_loss_22: 0.0107 - densor_loss_23: 0.0096 - densor_loss_24: 0.0106 - densor_loss_25: 0.0110 - densor_loss_26: 0.0100 - densor_loss_27: 0.0122 - densor_loss_28: 0.0139 - densor_loss_29: 0.0133 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 62/300\n",
      "60/60 [==============================] - 0s - loss: 4.9688 - densor_loss_1: 3.6157 - densor_loss_2: 0.8334 - densor_loss_3: 0.1734 - densor_loss_4: 0.0446 - densor_loss_5: 0.0265 - densor_loss_6: 0.0179 - densor_loss_7: 0.0165 - densor_loss_8: 0.0141 - densor_loss_9: 0.0126 - densor_loss_10: 0.0106 - densor_loss_11: 0.0105 - densor_loss_12: 0.0108 - densor_loss_13: 0.0098 - densor_loss_14: 0.0097 - densor_loss_15: 0.0108 - densor_loss_16: 0.0109 - densor_loss_17: 0.0105 - densor_loss_18: 0.0092 - densor_loss_19: 0.0100 - densor_loss_20: 0.0109 - densor_loss_21: 0.0100 - densor_loss_22: 0.0106 - densor_loss_23: 0.0096 - densor_loss_24: 0.0105 - densor_loss_25: 0.0109 - densor_loss_26: 0.0099 - densor_loss_27: 0.0121 - densor_loss_28: 0.0138 - densor_loss_29: 0.0132 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 63/300\n",
      "60/60 [==============================] - 0s - loss: 4.9600 - densor_loss_1: 3.6139 - densor_loss_2: 0.8305 - densor_loss_3: 0.1724 - densor_loss_4: 0.0442 - densor_loss_5: 0.0262 - densor_loss_6: 0.0178 - densor_loss_7: 0.0164 - densor_loss_8: 0.0139 - densor_loss_9: 0.0124 - densor_loss_10: 0.0105 - densor_loss_11: 0.0104 - densor_loss_12: 0.0107 - densor_loss_13: 0.0097 - densor_loss_14: 0.0096 - densor_loss_15: 0.0107 - densor_loss_16: 0.0108 - densor_loss_17: 0.0104 - densor_loss_18: 0.0091 - densor_loss_19: 0.0099 - densor_loss_20: 0.0108 - densor_loss_21: 0.0099 - densor_loss_22: 0.0105 - densor_loss_23: 0.0095 - densor_loss_24: 0.0104 - densor_loss_25: 0.0108 - densor_loss_26: 0.0099 - densor_loss_27: 0.0120 - densor_loss_28: 0.0136 - densor_loss_29: 0.0131 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 64/300\n",
      "60/60 [==============================] - 0s - loss: 4.9511 - densor_loss_1: 3.6120 - densor_loss_2: 0.8274 - densor_loss_3: 0.1716 - densor_loss_4: 0.0438 - densor_loss_5: 0.0260 - densor_loss_6: 0.0177 - densor_loss_7: 0.0162 - densor_loss_8: 0.0138 - densor_loss_9: 0.0123 - densor_loss_10: 0.0104 - densor_loss_11: 0.0103 - densor_loss_12: 0.0106 - densor_loss_13: 0.0096 - densor_loss_14: 0.0095 - densor_loss_15: 0.0106 - densor_loss_16: 0.0107 - densor_loss_17: 0.0103 - densor_loss_18: 0.0090 - densor_loss_19: 0.0098 - densor_loss_20: 0.0107 - densor_loss_21: 0.0098 - densor_loss_22: 0.0104 - densor_loss_23: 0.0094 - densor_loss_24: 0.0103 - densor_loss_25: 0.0107 - densor_loss_26: 0.0098 - densor_loss_27: 0.0119 - densor_loss_28: 0.0135 - densor_loss_29: 0.0130 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 65/300\n",
      "60/60 [==============================] - 0s - loss: 4.9425 - densor_loss_1: 3.6104 - densor_loss_2: 0.8245 - densor_loss_3: 0.1707 - densor_loss_4: 0.0434 - densor_loss_5: 0.0257 - densor_loss_6: 0.0175 - densor_loss_7: 0.0161 - densor_loss_8: 0.0137 - densor_loss_9: 0.0122 - densor_loss_10: 0.0103 - densor_loss_11: 0.0102 - densor_loss_12: 0.0105 - densor_loss_13: 0.0095 - densor_loss_14: 0.0094 - densor_loss_15: 0.0105 - densor_loss_16: 0.0105 - densor_loss_17: 0.0102 - densor_loss_18: 0.0089 - densor_loss_19: 0.0098 - densor_loss_20: 0.0106 - densor_loss_21: 0.0097 - densor_loss_22: 0.0103 - densor_loss_23: 0.0093 - densor_loss_24: 0.0103 - densor_loss_25: 0.0106 - densor_loss_26: 0.0097 - densor_loss_27: 0.0118 - densor_loss_28: 0.0134 - densor_loss_29: 0.0129 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 66/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.9336 - densor_loss_1: 3.6086 - densor_loss_2: 0.8215 - densor_loss_3: 0.1696 - densor_loss_4: 0.0430 - densor_loss_5: 0.0256 - densor_loss_6: 0.0174 - densor_loss_7: 0.0159 - densor_loss_8: 0.0136 - densor_loss_9: 0.0121 - densor_loss_10: 0.0102 - densor_loss_11: 0.0101 - densor_loss_12: 0.0104 - densor_loss_13: 0.0094 - densor_loss_14: 0.0094 - densor_loss_15: 0.0104 - densor_loss_16: 0.0105 - densor_loss_17: 0.0101 - densor_loss_18: 0.0088 - densor_loss_19: 0.0097 - densor_loss_20: 0.0105 - densor_loss_21: 0.0096 - densor_loss_22: 0.0102 - densor_loss_23: 0.0092 - densor_loss_24: 0.0102 - densor_loss_25: 0.0105 - densor_loss_26: 0.0096 - densor_loss_27: 0.0117 - densor_loss_28: 0.0133 - densor_loss_29: 0.0127 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 67/300\n",
      "60/60 [==============================] - 0s - loss: 4.9250 - densor_loss_1: 3.6067 - densor_loss_2: 0.8185 - densor_loss_3: 0.1688 - densor_loss_4: 0.0426 - densor_loss_5: 0.0253 - densor_loss_6: 0.0172 - densor_loss_7: 0.0158 - densor_loss_8: 0.0134 - densor_loss_9: 0.0120 - densor_loss_10: 0.0101 - densor_loss_11: 0.0100 - densor_loss_12: 0.0104 - densor_loss_13: 0.0093 - densor_loss_14: 0.0093 - densor_loss_15: 0.0103 - densor_loss_16: 0.0104 - densor_loss_17: 0.0100 - densor_loss_18: 0.0088 - densor_loss_19: 0.0096 - densor_loss_20: 0.0104 - densor_loss_21: 0.0095 - densor_loss_22: 0.0101 - densor_loss_23: 0.0091 - densor_loss_24: 0.0101 - densor_loss_25: 0.0104 - densor_loss_26: 0.0095 - densor_loss_27: 0.0116 - densor_loss_28: 0.0132 - densor_loss_29: 0.0126 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 68/300\n",
      "60/60 [==============================] - 0s - loss: 4.9168 - densor_loss_1: 3.6050 - densor_loss_2: 0.8156 - densor_loss_3: 0.1680 - densor_loss_4: 0.0422 - densor_loss_5: 0.0252 - densor_loss_6: 0.0171 - densor_loss_7: 0.0157 - densor_loss_8: 0.0133 - densor_loss_9: 0.0119 - densor_loss_10: 0.0100 - densor_loss_11: 0.0100 - densor_loss_12: 0.0103 - densor_loss_13: 0.0092 - densor_loss_14: 0.0092 - densor_loss_15: 0.0102 - densor_loss_16: 0.0103 - densor_loss_17: 0.0099 - densor_loss_18: 0.0087 - densor_loss_19: 0.0095 - densor_loss_20: 0.0103 - densor_loss_21: 0.0094 - densor_loss_22: 0.0100 - densor_loss_23: 0.0091 - densor_loss_24: 0.0100 - densor_loss_25: 0.0103 - densor_loss_26: 0.0094 - densor_loss_27: 0.0115 - densor_loss_28: 0.0130 - densor_loss_29: 0.0125 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 69/300\n",
      "60/60 [==============================] - 0s - loss: 4.9088 - densor_loss_1: 3.6032 - densor_loss_2: 0.8130 - densor_loss_3: 0.1673 - densor_loss_4: 0.0419 - densor_loss_5: 0.0250 - densor_loss_6: 0.0169 - densor_loss_7: 0.0156 - densor_loss_8: 0.0132 - densor_loss_9: 0.0118 - densor_loss_10: 0.0099 - densor_loss_11: 0.0099 - densor_loss_12: 0.0102 - densor_loss_13: 0.0091 - densor_loss_14: 0.0091 - densor_loss_15: 0.0101 - densor_loss_16: 0.0102 - densor_loss_17: 0.0098 - densor_loss_18: 0.0086 - densor_loss_19: 0.0094 - densor_loss_20: 0.0102 - densor_loss_21: 0.0093 - densor_loss_22: 0.0099 - densor_loss_23: 0.0090 - densor_loss_24: 0.0099 - densor_loss_25: 0.0102 - densor_loss_26: 0.0093 - densor_loss_27: 0.0114 - densor_loss_28: 0.0129 - densor_loss_29: 0.0124 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 70/300\n",
      "60/60 [==============================] - 0s - loss: 4.9001 - densor_loss_1: 3.6015 - densor_loss_2: 0.8101 - densor_loss_3: 0.1660 - densor_loss_4: 0.0415 - densor_loss_5: 0.0248 - densor_loss_6: 0.0167 - densor_loss_7: 0.0154 - densor_loss_8: 0.0131 - densor_loss_9: 0.0117 - densor_loss_10: 0.0099 - densor_loss_11: 0.0098 - densor_loss_12: 0.0101 - densor_loss_13: 0.0090 - densor_loss_14: 0.0090 - densor_loss_15: 0.0100 - densor_loss_16: 0.0101 - densor_loss_17: 0.0097 - densor_loss_18: 0.0085 - densor_loss_19: 0.0094 - densor_loss_20: 0.0102 - densor_loss_21: 0.0092 - densor_loss_22: 0.0098 - densor_loss_23: 0.0089 - densor_loss_24: 0.0098 - densor_loss_25: 0.0101 - densor_loss_26: 0.0092 - densor_loss_27: 0.0113 - densor_loss_28: 0.0128 - densor_loss_29: 0.0123 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 71/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.8923 - densor_loss_1: 3.5995 - densor_loss_2: 0.8077 - densor_loss_3: 0.1653 - densor_loss_4: 0.0412 - densor_loss_5: 0.0246 - densor_loss_6: 0.0166 - densor_loss_7: 0.0153 - densor_loss_8: 0.0130 - densor_loss_9: 0.0116 - densor_loss_10: 0.0098 - densor_loss_11: 0.0097 - densor_loss_12: 0.0100 - densor_loss_13: 0.0090 - densor_loss_14: 0.0089 - densor_loss_15: 0.0099 - densor_loss_16: 0.0100 - densor_loss_17: 0.0097 - densor_loss_18: 0.0085 - densor_loss_19: 0.0093 - densor_loss_20: 0.0101 - densor_loss_21: 0.0092 - densor_loss_22: 0.0097 - densor_loss_23: 0.0088 - densor_loss_24: 0.0097 - densor_loss_25: 0.0100 - densor_loss_26: 0.0092 - densor_loss_27: 0.0112 - densor_loss_28: 0.0127 - densor_loss_29: 0.0122 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 72/300\n",
      "60/60 [==============================] - 0s - loss: 4.8843 - densor_loss_1: 3.5979 - densor_loss_2: 0.8049 - densor_loss_3: 0.1645 - densor_loss_4: 0.0408 - densor_loss_5: 0.0243 - densor_loss_6: 0.0165 - densor_loss_7: 0.0152 - densor_loss_8: 0.0129 - densor_loss_9: 0.0115 - densor_loss_10: 0.0097 - densor_loss_11: 0.0096 - densor_loss_12: 0.0099 - densor_loss_13: 0.0089 - densor_loss_14: 0.0088 - densor_loss_15: 0.0098 - densor_loss_16: 0.0099 - densor_loss_17: 0.0096 - densor_loss_18: 0.0084 - densor_loss_19: 0.0092 - densor_loss_20: 0.0100 - densor_loss_21: 0.0091 - densor_loss_22: 0.0097 - densor_loss_23: 0.0088 - densor_loss_24: 0.0096 - densor_loss_25: 0.0100 - densor_loss_26: 0.0091 - densor_loss_27: 0.0111 - densor_loss_28: 0.0125 - densor_loss_29: 0.0121 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 73/300\n",
      "60/60 [==============================] - 0s - loss: 4.8767 - densor_loss_1: 3.5963 - densor_loss_2: 0.8023 - densor_loss_3: 0.1638 - densor_loss_4: 0.0404 - densor_loss_5: 0.0241 - densor_loss_6: 0.0164 - densor_loss_7: 0.0150 - densor_loss_8: 0.0128 - densor_loss_9: 0.0114 - densor_loss_10: 0.0096 - densor_loss_11: 0.0096 - densor_loss_12: 0.0098 - densor_loss_13: 0.0088 - densor_loss_14: 0.0088 - densor_loss_15: 0.0097 - densor_loss_16: 0.0098 - densor_loss_17: 0.0095 - densor_loss_18: 0.0083 - densor_loss_19: 0.0091 - densor_loss_20: 0.0099 - densor_loss_21: 0.0090 - densor_loss_22: 0.0096 - densor_loss_23: 0.0087 - densor_loss_24: 0.0096 - densor_loss_25: 0.0099 - densor_loss_26: 0.0090 - densor_loss_27: 0.0110 - densor_loss_28: 0.0124 - densor_loss_29: 0.0120 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 74/300\n",
      "60/60 [==============================] - 0s - loss: 4.8690 - densor_loss_1: 3.5946 - densor_loss_2: 0.7997 - densor_loss_3: 0.1631 - densor_loss_4: 0.0400 - densor_loss_5: 0.0239 - densor_loss_6: 0.0163 - densor_loss_7: 0.0149 - densor_loss_8: 0.0126 - densor_loss_9: 0.0113 - densor_loss_10: 0.0095 - densor_loss_11: 0.0095 - densor_loss_12: 0.0098 - densor_loss_13: 0.0087 - densor_loss_14: 0.0087 - densor_loss_15: 0.0097 - densor_loss_16: 0.0098 - densor_loss_17: 0.0094 - densor_loss_18: 0.0082 - densor_loss_19: 0.0090 - densor_loss_20: 0.0098 - densor_loss_21: 0.0089 - densor_loss_22: 0.0095 - densor_loss_23: 0.0086 - densor_loss_24: 0.0095 - densor_loss_25: 0.0098 - densor_loss_26: 0.0090 - densor_loss_27: 0.0109 - densor_loss_28: 0.0123 - densor_loss_29: 0.0119 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 75/300\n",
      "60/60 [==============================] - 0s - loss: 4.8612 - densor_loss_1: 3.5929 - densor_loss_2: 0.7971 - densor_loss_3: 0.1624 - densor_loss_4: 0.0396 - densor_loss_5: 0.0237 - densor_loss_6: 0.0162 - densor_loss_7: 0.0147 - densor_loss_8: 0.0125 - densor_loss_9: 0.0112 - densor_loss_10: 0.0094 - densor_loss_11: 0.0094 - densor_loss_12: 0.0097 - densor_loss_13: 0.0087 - densor_loss_14: 0.0086 - densor_loss_15: 0.0096 - densor_loss_16: 0.0097 - densor_loss_17: 0.0093 - densor_loss_18: 0.0082 - densor_loss_19: 0.0090 - densor_loss_20: 0.0097 - densor_loss_21: 0.0088 - densor_loss_22: 0.0094 - densor_loss_23: 0.0085 - densor_loss_24: 0.0094 - densor_loss_25: 0.0097 - densor_loss_26: 0.0089 - densor_loss_27: 0.0108 - densor_loss_28: 0.0122 - densor_loss_29: 0.0118 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 76/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.8539 - densor_loss_1: 3.5912 - densor_loss_2: 0.7946 - densor_loss_3: 0.1618 - densor_loss_4: 0.0393 - densor_loss_5: 0.0235 - densor_loss_6: 0.0160 - densor_loss_7: 0.0146 - densor_loss_8: 0.0124 - densor_loss_9: 0.0111 - densor_loss_10: 0.0093 - densor_loss_11: 0.0093 - densor_loss_12: 0.0096 - densor_loss_13: 0.0086 - densor_loss_14: 0.0085 - densor_loss_15: 0.0095 - densor_loss_16: 0.0096 - densor_loss_17: 0.0093 - densor_loss_18: 0.0081 - densor_loss_19: 0.0089 - densor_loss_20: 0.0097 - densor_loss_21: 0.0088 - densor_loss_22: 0.0093 - densor_loss_23: 0.0085 - densor_loss_24: 0.0093 - densor_loss_25: 0.0097 - densor_loss_26: 0.0088 - densor_loss_27: 0.0108 - densor_loss_28: 0.0121 - densor_loss_29: 0.0117 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 77/300\n",
      "60/60 [==============================] - 0s - loss: 4.8464 - densor_loss_1: 3.5895 - densor_loss_2: 0.7922 - densor_loss_3: 0.1608 - densor_loss_4: 0.0390 - densor_loss_5: 0.0233 - densor_loss_6: 0.0159 - densor_loss_7: 0.0145 - densor_loss_8: 0.0123 - densor_loss_9: 0.0110 - densor_loss_10: 0.0093 - densor_loss_11: 0.0092 - densor_loss_12: 0.0095 - densor_loss_13: 0.0085 - densor_loss_14: 0.0085 - densor_loss_15: 0.0094 - densor_loss_16: 0.0095 - densor_loss_17: 0.0092 - densor_loss_18: 0.0080 - densor_loss_19: 0.0088 - densor_loss_20: 0.0096 - densor_loss_21: 0.0087 - densor_loss_22: 0.0093 - densor_loss_23: 0.0084 - densor_loss_24: 0.0092 - densor_loss_25: 0.0096 - densor_loss_26: 0.0087 - densor_loss_27: 0.0107 - densor_loss_28: 0.0120 - densor_loss_29: 0.0116 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 78/300\n",
      "60/60 [==============================] - 0s - loss: 4.8393 - densor_loss_1: 3.5880 - densor_loss_2: 0.7898 - densor_loss_3: 0.1602 - densor_loss_4: 0.0387 - densor_loss_5: 0.0231 - densor_loss_6: 0.0158 - densor_loss_7: 0.0144 - densor_loss_8: 0.0123 - densor_loss_9: 0.0109 - densor_loss_10: 0.0092 - densor_loss_11: 0.0092 - densor_loss_12: 0.0094 - densor_loss_13: 0.0085 - densor_loss_14: 0.0084 - densor_loss_15: 0.0093 - densor_loss_16: 0.0094 - densor_loss_17: 0.0091 - densor_loss_18: 0.0080 - densor_loss_19: 0.0088 - densor_loss_20: 0.0095 - densor_loss_21: 0.0086 - densor_loss_22: 0.0092 - densor_loss_23: 0.0083 - densor_loss_24: 0.0092 - densor_loss_25: 0.0095 - densor_loss_26: 0.0086 - densor_loss_27: 0.0106 - densor_loss_28: 0.0119 - densor_loss_29: 0.0115 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 79/300\n",
      "60/60 [==============================] - 0s - loss: 4.8321 - densor_loss_1: 3.5863 - densor_loss_2: 0.7874 - densor_loss_3: 0.1594 - densor_loss_4: 0.0384 - densor_loss_5: 0.0229 - densor_loss_6: 0.0157 - densor_loss_7: 0.0143 - densor_loss_8: 0.0122 - densor_loss_9: 0.0108 - densor_loss_10: 0.0091 - densor_loss_11: 0.0091 - densor_loss_12: 0.0093 - densor_loss_13: 0.0084 - densor_loss_14: 0.0083 - densor_loss_15: 0.0093 - densor_loss_16: 0.0094 - densor_loss_17: 0.0090 - densor_loss_18: 0.0079 - densor_loss_19: 0.0087 - densor_loss_20: 0.0094 - densor_loss_21: 0.0086 - densor_loss_22: 0.0091 - densor_loss_23: 0.0083 - densor_loss_24: 0.0091 - densor_loss_25: 0.0094 - densor_loss_26: 0.0086 - densor_loss_27: 0.0105 - densor_loss_28: 0.0118 - densor_loss_29: 0.0114 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 80/300\n",
      "60/60 [==============================] - 0s - loss: 4.8252 - densor_loss_1: 3.5849 - densor_loss_2: 0.7850 - densor_loss_3: 0.1587 - densor_loss_4: 0.0381 - densor_loss_5: 0.0227 - densor_loss_6: 0.0156 - densor_loss_7: 0.0142 - densor_loss_8: 0.0121 - densor_loss_9: 0.0107 - densor_loss_10: 0.0091 - densor_loss_11: 0.0090 - densor_loss_12: 0.0093 - densor_loss_13: 0.0083 - densor_loss_14: 0.0082 - densor_loss_15: 0.0092 - densor_loss_16: 0.0093 - densor_loss_17: 0.0090 - densor_loss_18: 0.0078 - densor_loss_19: 0.0086 - densor_loss_20: 0.0093 - densor_loss_21: 0.0085 - densor_loss_22: 0.0090 - densor_loss_23: 0.0082 - densor_loss_24: 0.0090 - densor_loss_25: 0.0093 - densor_loss_26: 0.0085 - densor_loss_27: 0.0104 - densor_loss_28: 0.0117 - densor_loss_29: 0.0113 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 81/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.8181 - densor_loss_1: 3.5832 - densor_loss_2: 0.7826 - densor_loss_3: 0.1579 - densor_loss_4: 0.0378 - densor_loss_5: 0.0226 - densor_loss_6: 0.0154 - densor_loss_7: 0.0141 - densor_loss_8: 0.0120 - densor_loss_9: 0.0107 - densor_loss_10: 0.0090 - densor_loss_11: 0.0090 - densor_loss_12: 0.0092 - densor_loss_13: 0.0083 - densor_loss_14: 0.0082 - densor_loss_15: 0.0091 - densor_loss_16: 0.0092 - densor_loss_17: 0.0089 - densor_loss_18: 0.0078 - densor_loss_19: 0.0085 - densor_loss_20: 0.0093 - densor_loss_21: 0.0084 - densor_loss_22: 0.0090 - densor_loss_23: 0.0081 - densor_loss_24: 0.0090 - densor_loss_25: 0.0092 - densor_loss_26: 0.0084 - densor_loss_27: 0.0104 - densor_loss_28: 0.0116 - densor_loss_29: 0.0112 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.0667 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 82/300\n",
      "60/60 [==============================] - 0s - loss: 4.8112 - densor_loss_1: 3.5815 - densor_loss_2: 0.7804 - densor_loss_3: 0.1573 - densor_loss_4: 0.0375 - densor_loss_5: 0.0224 - densor_loss_6: 0.0153 - densor_loss_7: 0.0140 - densor_loss_8: 0.0119 - densor_loss_9: 0.0106 - densor_loss_10: 0.0089 - densor_loss_11: 0.0089 - densor_loss_12: 0.0091 - densor_loss_13: 0.0082 - densor_loss_14: 0.0081 - densor_loss_15: 0.0090 - densor_loss_16: 0.0091 - densor_loss_17: 0.0088 - densor_loss_18: 0.0077 - densor_loss_19: 0.0085 - densor_loss_20: 0.0092 - densor_loss_21: 0.0083 - densor_loss_22: 0.0089 - densor_loss_23: 0.0081 - densor_loss_24: 0.0089 - densor_loss_25: 0.0092 - densor_loss_26: 0.0084 - densor_loss_27: 0.0103 - densor_loss_28: 0.0115 - densor_loss_29: 0.0111 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 83/300\n",
      "60/60 [==============================] - 0s - loss: 4.8043 - densor_loss_1: 3.5800 - densor_loss_2: 0.7780 - densor_loss_3: 0.1566 - densor_loss_4: 0.0372 - densor_loss_5: 0.0222 - densor_loss_6: 0.0152 - densor_loss_7: 0.0138 - densor_loss_8: 0.0118 - densor_loss_9: 0.0105 - densor_loss_10: 0.0089 - densor_loss_11: 0.0088 - densor_loss_12: 0.0091 - densor_loss_13: 0.0081 - densor_loss_14: 0.0081 - densor_loss_15: 0.0090 - densor_loss_16: 0.0091 - densor_loss_17: 0.0087 - densor_loss_18: 0.0077 - densor_loss_19: 0.0084 - densor_loss_20: 0.0091 - densor_loss_21: 0.0083 - densor_loss_22: 0.0088 - densor_loss_23: 0.0080 - densor_loss_24: 0.0088 - densor_loss_25: 0.0091 - densor_loss_26: 0.0083 - densor_loss_27: 0.0102 - densor_loss_28: 0.0114 - densor_loss_29: 0.0110 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 84/300\n",
      "60/60 [==============================] - 0s - loss: 4.7978 - densor_loss_1: 3.5784 - densor_loss_2: 0.7759 - densor_loss_3: 0.1560 - densor_loss_4: 0.0370 - densor_loss_5: 0.0221 - densor_loss_6: 0.0151 - densor_loss_7: 0.0137 - densor_loss_8: 0.0117 - densor_loss_9: 0.0104 - densor_loss_10: 0.0088 - densor_loss_11: 0.0088 - densor_loss_12: 0.0090 - densor_loss_13: 0.0081 - densor_loss_14: 0.0080 - densor_loss_15: 0.0089 - densor_loss_16: 0.0090 - densor_loss_17: 0.0087 - densor_loss_18: 0.0076 - densor_loss_19: 0.0084 - densor_loss_20: 0.0090 - densor_loss_21: 0.0082 - densor_loss_22: 0.0088 - densor_loss_23: 0.0079 - densor_loss_24: 0.0088 - densor_loss_25: 0.0090 - densor_loss_26: 0.0082 - densor_loss_27: 0.0101 - densor_loss_28: 0.0114 - densor_loss_29: 0.0109 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 85/300\n",
      "60/60 [==============================] - 0s - loss: 4.7908 - densor_loss_1: 3.5769 - densor_loss_2: 0.7736 - densor_loss_3: 0.1551 - densor_loss_4: 0.0367 - densor_loss_5: 0.0219 - densor_loss_6: 0.0150 - densor_loss_7: 0.0136 - densor_loss_8: 0.0116 - densor_loss_9: 0.0103 - densor_loss_10: 0.0087 - densor_loss_11: 0.0087 - densor_loss_12: 0.0089 - densor_loss_13: 0.0080 - densor_loss_14: 0.0080 - densor_loss_15: 0.0088 - densor_loss_16: 0.0089 - densor_loss_17: 0.0086 - densor_loss_18: 0.0075 - densor_loss_19: 0.0083 - densor_loss_20: 0.0090 - densor_loss_21: 0.0082 - densor_loss_22: 0.0087 - densor_loss_23: 0.0079 - densor_loss_24: 0.0087 - densor_loss_25: 0.0090 - densor_loss_26: 0.0082 - densor_loss_27: 0.0100 - densor_loss_28: 0.0113 - densor_loss_29: 0.0108 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 86/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.7852 - densor_loss_1: 3.5754 - densor_loss_2: 0.7720 - densor_loss_3: 0.1547 - densor_loss_4: 0.0364 - densor_loss_5: 0.0217 - densor_loss_6: 0.0149 - densor_loss_7: 0.0135 - densor_loss_8: 0.0115 - densor_loss_9: 0.0103 - densor_loss_10: 0.0087 - densor_loss_11: 0.0086 - densor_loss_12: 0.0089 - densor_loss_13: 0.0079 - densor_loss_14: 0.0079 - densor_loss_15: 0.0088 - densor_loss_16: 0.0089 - densor_loss_17: 0.0085 - densor_loss_18: 0.0075 - densor_loss_19: 0.0082 - densor_loss_20: 0.0089 - densor_loss_21: 0.0081 - densor_loss_22: 0.0086 - densor_loss_23: 0.0078 - densor_loss_24: 0.0086 - densor_loss_25: 0.0089 - densor_loss_26: 0.0081 - densor_loss_27: 0.0099 - densor_loss_28: 0.0112 - densor_loss_29: 0.0107 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 87/300\n",
      "60/60 [==============================] - 0s - loss: 4.7782 - densor_loss_1: 3.5737 - densor_loss_2: 0.7697 - densor_loss_3: 0.1540 - densor_loss_4: 0.0360 - densor_loss_5: 0.0215 - densor_loss_6: 0.0148 - densor_loss_7: 0.0134 - densor_loss_8: 0.0114 - densor_loss_9: 0.0102 - densor_loss_10: 0.0086 - densor_loss_11: 0.0086 - densor_loss_12: 0.0088 - densor_loss_13: 0.0079 - densor_loss_14: 0.0078 - densor_loss_15: 0.0087 - densor_loss_16: 0.0088 - densor_loss_17: 0.0085 - densor_loss_18: 0.0074 - densor_loss_19: 0.0082 - densor_loss_20: 0.0088 - densor_loss_21: 0.0080 - densor_loss_22: 0.0086 - densor_loss_23: 0.0078 - densor_loss_24: 0.0086 - densor_loss_25: 0.0088 - densor_loss_26: 0.0081 - densor_loss_27: 0.0099 - densor_loss_28: 0.0111 - densor_loss_29: 0.0107 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 88/300\n",
      "60/60 [==============================] - 0s - loss: 4.7720 - densor_loss_1: 3.5723 - densor_loss_2: 0.7675 - densor_loss_3: 0.1534 - densor_loss_4: 0.0358 - densor_loss_5: 0.0214 - densor_loss_6: 0.0147 - densor_loss_7: 0.0133 - densor_loss_8: 0.0113 - densor_loss_9: 0.0101 - densor_loss_10: 0.0085 - densor_loss_11: 0.0085 - densor_loss_12: 0.0087 - densor_loss_13: 0.0078 - densor_loss_14: 0.0078 - densor_loss_15: 0.0086 - densor_loss_16: 0.0087 - densor_loss_17: 0.0084 - densor_loss_18: 0.0074 - densor_loss_19: 0.0081 - densor_loss_20: 0.0088 - densor_loss_21: 0.0080 - densor_loss_22: 0.0085 - densor_loss_23: 0.0077 - densor_loss_24: 0.0085 - densor_loss_25: 0.0088 - densor_loss_26: 0.0080 - densor_loss_27: 0.0098 - densor_loss_28: 0.0110 - densor_loss_29: 0.0106 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 89/300\n",
      "60/60 [==============================] - 0s - loss: 4.7657 - densor_loss_1: 3.5707 - densor_loss_2: 0.7655 - densor_loss_3: 0.1528 - densor_loss_4: 0.0355 - densor_loss_5: 0.0213 - densor_loss_6: 0.0146 - densor_loss_7: 0.0132 - densor_loss_8: 0.0113 - densor_loss_9: 0.0100 - densor_loss_10: 0.0085 - densor_loss_11: 0.0085 - densor_loss_12: 0.0087 - densor_loss_13: 0.0078 - densor_loss_14: 0.0077 - densor_loss_15: 0.0086 - densor_loss_16: 0.0087 - densor_loss_17: 0.0084 - densor_loss_18: 0.0073 - densor_loss_19: 0.0080 - densor_loss_20: 0.0087 - densor_loss_21: 0.0079 - densor_loss_22: 0.0084 - densor_loss_23: 0.0076 - densor_loss_24: 0.0084 - densor_loss_25: 0.0087 - densor_loss_26: 0.0079 - densor_loss_27: 0.0097 - densor_loss_28: 0.0110 - densor_loss_29: 0.0105 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 90/300\n",
      "60/60 [==============================] - 0s - loss: 4.7596 - densor_loss_1: 3.5692 - densor_loss_2: 0.7637 - densor_loss_3: 0.1520 - densor_loss_4: 0.0352 - densor_loss_5: 0.0211 - densor_loss_6: 0.0145 - densor_loss_7: 0.0131 - densor_loss_8: 0.0112 - densor_loss_9: 0.0099 - densor_loss_10: 0.0084 - densor_loss_11: 0.0084 - densor_loss_12: 0.0086 - densor_loss_13: 0.0077 - densor_loss_14: 0.0076 - densor_loss_15: 0.0085 - densor_loss_16: 0.0086 - densor_loss_17: 0.0083 - densor_loss_18: 0.0073 - densor_loss_19: 0.0080 - densor_loss_20: 0.0086 - densor_loss_21: 0.0078 - densor_loss_22: 0.0084 - densor_loss_23: 0.0076 - densor_loss_24: 0.0084 - densor_loss_25: 0.0086 - densor_loss_26: 0.0079 - densor_loss_27: 0.0097 - densor_loss_28: 0.0109 - densor_loss_29: 0.0104 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 91/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.7533 - densor_loss_1: 3.5676 - densor_loss_2: 0.7617 - densor_loss_3: 0.1514 - densor_loss_4: 0.0350 - densor_loss_5: 0.0210 - densor_loss_6: 0.0144 - densor_loss_7: 0.0130 - densor_loss_8: 0.0111 - densor_loss_9: 0.0099 - densor_loss_10: 0.0083 - densor_loss_11: 0.0084 - densor_loss_12: 0.0085 - densor_loss_13: 0.0076 - densor_loss_14: 0.0076 - densor_loss_15: 0.0084 - densor_loss_16: 0.0085 - densor_loss_17: 0.0082 - densor_loss_18: 0.0072 - densor_loss_19: 0.0079 - densor_loss_20: 0.0086 - densor_loss_21: 0.0078 - densor_loss_22: 0.0083 - densor_loss_23: 0.0075 - densor_loss_24: 0.0083 - densor_loss_25: 0.0085 - densor_loss_26: 0.0078 - densor_loss_27: 0.0096 - densor_loss_28: 0.0108 - densor_loss_29: 0.0103 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 92/300\n",
      "60/60 [==============================] - 0s - loss: 4.7475 - densor_loss_1: 3.5662 - densor_loss_2: 0.7599 - densor_loss_3: 0.1508 - densor_loss_4: 0.0347 - densor_loss_5: 0.0208 - densor_loss_6: 0.0143 - densor_loss_7: 0.0129 - densor_loss_8: 0.0110 - densor_loss_9: 0.0098 - densor_loss_10: 0.0083 - densor_loss_11: 0.0083 - densor_loss_12: 0.0085 - densor_loss_13: 0.0076 - densor_loss_14: 0.0075 - densor_loss_15: 0.0084 - densor_loss_16: 0.0085 - densor_loss_17: 0.0082 - densor_loss_18: 0.0071 - densor_loss_19: 0.0079 - densor_loss_20: 0.0085 - densor_loss_21: 0.0077 - densor_loss_22: 0.0082 - densor_loss_23: 0.0075 - densor_loss_24: 0.0082 - densor_loss_25: 0.0085 - densor_loss_26: 0.0078 - densor_loss_27: 0.0095 - densor_loss_28: 0.0107 - densor_loss_29: 0.0103 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 93/300\n",
      "60/60 [==============================] - 0s - loss: 4.7414 - densor_loss_1: 3.5647 - densor_loss_2: 0.7578 - densor_loss_3: 0.1501 - densor_loss_4: 0.0345 - densor_loss_5: 0.0207 - densor_loss_6: 0.0142 - densor_loss_7: 0.0128 - densor_loss_8: 0.0109 - densor_loss_9: 0.0097 - densor_loss_10: 0.0082 - densor_loss_11: 0.0082 - densor_loss_12: 0.0084 - densor_loss_13: 0.0075 - densor_loss_14: 0.0075 - densor_loss_15: 0.0083 - densor_loss_16: 0.0084 - densor_loss_17: 0.0081 - densor_loss_18: 0.0071 - densor_loss_19: 0.0078 - densor_loss_20: 0.0084 - densor_loss_21: 0.0077 - densor_loss_22: 0.0082 - densor_loss_23: 0.0074 - densor_loss_24: 0.0082 - densor_loss_25: 0.0084 - densor_loss_26: 0.0077 - densor_loss_27: 0.0095 - densor_loss_28: 0.0106 - densor_loss_29: 0.0102 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 94/300\n",
      "60/60 [==============================] - 0s - loss: 4.7356 - densor_loss_1: 3.5633 - densor_loss_2: 0.7560 - densor_loss_3: 0.1496 - densor_loss_4: 0.0342 - densor_loss_5: 0.0206 - densor_loss_6: 0.0140 - densor_loss_7: 0.0127 - densor_loss_8: 0.0109 - densor_loss_9: 0.0097 - densor_loss_10: 0.0082 - densor_loss_11: 0.0082 - densor_loss_12: 0.0083 - densor_loss_13: 0.0075 - densor_loss_14: 0.0074 - densor_loss_15: 0.0083 - densor_loss_16: 0.0083 - densor_loss_17: 0.0080 - densor_loss_18: 0.0070 - densor_loss_19: 0.0077 - densor_loss_20: 0.0084 - densor_loss_21: 0.0076 - densor_loss_22: 0.0081 - densor_loss_23: 0.0074 - densor_loss_24: 0.0081 - densor_loss_25: 0.0083 - densor_loss_26: 0.0077 - densor_loss_27: 0.0094 - densor_loss_28: 0.0106 - densor_loss_29: 0.0101 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 95/300\n",
      "60/60 [==============================] - 0s - loss: 4.7298 - densor_loss_1: 3.5619 - densor_loss_2: 0.7540 - densor_loss_3: 0.1491 - densor_loss_4: 0.0340 - densor_loss_5: 0.0204 - densor_loss_6: 0.0140 - densor_loss_7: 0.0126 - densor_loss_8: 0.0108 - densor_loss_9: 0.0096 - densor_loss_10: 0.0081 - densor_loss_11: 0.0081 - densor_loss_12: 0.0083 - densor_loss_13: 0.0074 - densor_loss_14: 0.0074 - densor_loss_15: 0.0082 - densor_loss_16: 0.0083 - densor_loss_17: 0.0080 - densor_loss_18: 0.0070 - densor_loss_19: 0.0077 - densor_loss_20: 0.0083 - densor_loss_21: 0.0075 - densor_loss_22: 0.0081 - densor_loss_23: 0.0073 - densor_loss_24: 0.0081 - densor_loss_25: 0.0083 - densor_loss_26: 0.0076 - densor_loss_27: 0.0093 - densor_loss_28: 0.0105 - densor_loss_29: 0.0100 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 96/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.7241 - densor_loss_1: 3.5603 - densor_loss_2: 0.7523 - densor_loss_3: 0.1485 - densor_loss_4: 0.0338 - densor_loss_5: 0.0203 - densor_loss_6: 0.0139 - densor_loss_7: 0.0125 - densor_loss_8: 0.0107 - densor_loss_9: 0.0095 - densor_loss_10: 0.0080 - densor_loss_11: 0.0081 - densor_loss_12: 0.0082 - densor_loss_13: 0.0073 - densor_loss_14: 0.0073 - densor_loss_15: 0.0081 - densor_loss_16: 0.0082 - densor_loss_17: 0.0079 - densor_loss_18: 0.0069 - densor_loss_19: 0.0076 - densor_loss_20: 0.0083 - densor_loss_21: 0.0075 - densor_loss_22: 0.0080 - densor_loss_23: 0.0073 - densor_loss_24: 0.0080 - densor_loss_25: 0.0082 - densor_loss_26: 0.0076 - densor_loss_27: 0.0093 - densor_loss_28: 0.0104 - densor_loss_29: 0.0100 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 97/300\n",
      "60/60 [==============================] - 0s - loss: 4.7184 - densor_loss_1: 3.5589 - densor_loss_2: 0.7504 - densor_loss_3: 0.1478 - densor_loss_4: 0.0336 - densor_loss_5: 0.0202 - densor_loss_6: 0.0138 - densor_loss_7: 0.0124 - densor_loss_8: 0.0106 - densor_loss_9: 0.0095 - densor_loss_10: 0.0080 - densor_loss_11: 0.0080 - densor_loss_12: 0.0082 - densor_loss_13: 0.0073 - densor_loss_14: 0.0073 - densor_loss_15: 0.0081 - densor_loss_16: 0.0081 - densor_loss_17: 0.0079 - densor_loss_18: 0.0069 - densor_loss_19: 0.0076 - densor_loss_20: 0.0082 - densor_loss_21: 0.0074 - densor_loss_22: 0.0079 - densor_loss_23: 0.0072 - densor_loss_24: 0.0080 - densor_loss_25: 0.0081 - densor_loss_26: 0.0075 - densor_loss_27: 0.0092 - densor_loss_28: 0.0103 - densor_loss_29: 0.0099 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 98/300\n",
      "60/60 [==============================] - 0s - loss: 4.7129 - densor_loss_1: 3.5576 - densor_loss_2: 0.7487 - densor_loss_3: 0.1471 - densor_loss_4: 0.0333 - densor_loss_5: 0.0200 - densor_loss_6: 0.0137 - densor_loss_7: 0.0124 - densor_loss_8: 0.0106 - densor_loss_9: 0.0094 - densor_loss_10: 0.0079 - densor_loss_11: 0.0080 - densor_loss_12: 0.0081 - densor_loss_13: 0.0072 - densor_loss_14: 0.0072 - densor_loss_15: 0.0080 - densor_loss_16: 0.0081 - densor_loss_17: 0.0078 - densor_loss_18: 0.0068 - densor_loss_19: 0.0075 - densor_loss_20: 0.0082 - densor_loss_21: 0.0074 - densor_loss_22: 0.0079 - densor_loss_23: 0.0072 - densor_loss_24: 0.0079 - densor_loss_25: 0.0081 - densor_loss_26: 0.0074 - densor_loss_27: 0.0091 - densor_loss_28: 0.0103 - densor_loss_29: 0.0098 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 99/300\n",
      "60/60 [==============================] - 0s - loss: 4.7074 - densor_loss_1: 3.5562 - densor_loss_2: 0.7470 - densor_loss_3: 0.1466 - densor_loss_4: 0.0331 - densor_loss_5: 0.0199 - densor_loss_6: 0.0136 - densor_loss_7: 0.0123 - densor_loss_8: 0.0105 - densor_loss_9: 0.0093 - densor_loss_10: 0.0079 - densor_loss_11: 0.0079 - densor_loss_12: 0.0081 - densor_loss_13: 0.0072 - densor_loss_14: 0.0072 - densor_loss_15: 0.0080 - densor_loss_16: 0.0080 - densor_loss_17: 0.0078 - densor_loss_18: 0.0068 - densor_loss_19: 0.0075 - densor_loss_20: 0.0081 - densor_loss_21: 0.0073 - densor_loss_22: 0.0078 - densor_loss_23: 0.0071 - densor_loss_24: 0.0078 - densor_loss_25: 0.0080 - densor_loss_26: 0.0074 - densor_loss_27: 0.0091 - densor_loss_28: 0.0102 - densor_loss_29: 0.0098 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 100/300\n",
      "60/60 [==============================] - 0s - loss: 4.7018 - densor_loss_1: 3.5547 - densor_loss_2: 0.7453 - densor_loss_3: 0.1460 - densor_loss_4: 0.0328 - densor_loss_5: 0.0197 - densor_loss_6: 0.0135 - densor_loss_7: 0.0122 - densor_loss_8: 0.0104 - densor_loss_9: 0.0093 - densor_loss_10: 0.0078 - densor_loss_11: 0.0079 - densor_loss_12: 0.0080 - densor_loss_13: 0.0071 - densor_loss_14: 0.0071 - densor_loss_15: 0.0079 - densor_loss_16: 0.0080 - densor_loss_17: 0.0077 - densor_loss_18: 0.0067 - densor_loss_19: 0.0074 - densor_loss_20: 0.0080 - densor_loss_21: 0.0073 - densor_loss_22: 0.0078 - densor_loss_23: 0.0071 - densor_loss_24: 0.0078 - densor_loss_25: 0.0080 - densor_loss_26: 0.0073 - densor_loss_27: 0.0090 - densor_loss_28: 0.0101 - densor_loss_29: 0.0097 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 101/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.6966 - densor_loss_1: 3.5534 - densor_loss_2: 0.7434 - densor_loss_3: 0.1458 - densor_loss_4: 0.0325 - densor_loss_5: 0.0196 - densor_loss_6: 0.0134 - densor_loss_7: 0.0121 - densor_loss_8: 0.0103 - densor_loss_9: 0.0092 - densor_loss_10: 0.0078 - densor_loss_11: 0.0078 - densor_loss_12: 0.0080 - densor_loss_13: 0.0071 - densor_loss_14: 0.0071 - densor_loss_15: 0.0078 - densor_loss_16: 0.0079 - densor_loss_17: 0.0077 - densor_loss_18: 0.0067 - densor_loss_19: 0.0074 - densor_loss_20: 0.0080 - densor_loss_21: 0.0072 - densor_loss_22: 0.0077 - densor_loss_23: 0.0070 - densor_loss_24: 0.0077 - densor_loss_25: 0.0079 - densor_loss_26: 0.0073 - densor_loss_27: 0.0090 - densor_loss_28: 0.0101 - densor_loss_29: 0.0096 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 102/300\n",
      "60/60 [==============================] - 0s - loss: 4.6914 - densor_loss_1: 3.5519 - densor_loss_2: 0.7419 - densor_loss_3: 0.1453 - densor_loss_4: 0.0322 - densor_loss_5: 0.0195 - densor_loss_6: 0.0134 - densor_loss_7: 0.0120 - densor_loss_8: 0.0103 - densor_loss_9: 0.0092 - densor_loss_10: 0.0077 - densor_loss_11: 0.0078 - densor_loss_12: 0.0079 - densor_loss_13: 0.0070 - densor_loss_14: 0.0070 - densor_loss_15: 0.0078 - densor_loss_16: 0.0079 - densor_loss_17: 0.0076 - densor_loss_18: 0.0067 - densor_loss_19: 0.0073 - densor_loss_20: 0.0079 - densor_loss_21: 0.0072 - densor_loss_22: 0.0077 - densor_loss_23: 0.0070 - densor_loss_24: 0.0077 - densor_loss_25: 0.0079 - densor_loss_26: 0.0073 - densor_loss_27: 0.0089 - densor_loss_28: 0.0100 - densor_loss_29: 0.0096 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 103/300\n",
      "60/60 [==============================] - 0s - loss: 4.6859 - densor_loss_1: 3.5506 - densor_loss_2: 0.7401 - densor_loss_3: 0.1448 - densor_loss_4: 0.0320 - densor_loss_5: 0.0193 - densor_loss_6: 0.0133 - densor_loss_7: 0.0119 - densor_loss_8: 0.0102 - densor_loss_9: 0.0091 - densor_loss_10: 0.0077 - densor_loss_11: 0.0077 - densor_loss_12: 0.0079 - densor_loss_13: 0.0070 - densor_loss_14: 0.0070 - densor_loss_15: 0.0077 - densor_loss_16: 0.0078 - densor_loss_17: 0.0076 - densor_loss_18: 0.0066 - densor_loss_19: 0.0073 - densor_loss_20: 0.0079 - densor_loss_21: 0.0071 - densor_loss_22: 0.0076 - densor_loss_23: 0.0069 - densor_loss_24: 0.0076 - densor_loss_25: 0.0078 - densor_loss_26: 0.0072 - densor_loss_27: 0.0088 - densor_loss_28: 0.0099 - densor_loss_29: 0.0095 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 104/300\n",
      "60/60 [==============================] - 0s - loss: 4.6808 - densor_loss_1: 3.5493 - densor_loss_2: 0.7385 - densor_loss_3: 0.1443 - densor_loss_4: 0.0317 - densor_loss_5: 0.0192 - densor_loss_6: 0.0132 - densor_loss_7: 0.0118 - densor_loss_8: 0.0101 - densor_loss_9: 0.0090 - densor_loss_10: 0.0076 - densor_loss_11: 0.0077 - densor_loss_12: 0.0078 - densor_loss_13: 0.0070 - densor_loss_14: 0.0070 - densor_loss_15: 0.0077 - densor_loss_16: 0.0078 - densor_loss_17: 0.0075 - densor_loss_18: 0.0066 - densor_loss_19: 0.0072 - densor_loss_20: 0.0078 - densor_loss_21: 0.0071 - densor_loss_22: 0.0076 - densor_loss_23: 0.0069 - densor_loss_24: 0.0076 - densor_loss_25: 0.0078 - densor_loss_26: 0.0072 - densor_loss_27: 0.0088 - densor_loss_28: 0.0098 - densor_loss_29: 0.0094 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 105/300\n",
      "60/60 [==============================] - 0s - loss: 4.6756 - densor_loss_1: 3.5478 - densor_loss_2: 0.7369 - densor_loss_3: 0.1438 - densor_loss_4: 0.0315 - densor_loss_5: 0.0191 - densor_loss_6: 0.0131 - densor_loss_7: 0.0118 - densor_loss_8: 0.0101 - densor_loss_9: 0.0090 - densor_loss_10: 0.0076 - densor_loss_11: 0.0076 - densor_loss_12: 0.0078 - densor_loss_13: 0.0069 - densor_loss_14: 0.0069 - densor_loss_15: 0.0076 - densor_loss_16: 0.0077 - densor_loss_17: 0.0075 - densor_loss_18: 0.0065 - densor_loss_19: 0.0072 - densor_loss_20: 0.0078 - densor_loss_21: 0.0070 - densor_loss_22: 0.0075 - densor_loss_23: 0.0068 - densor_loss_24: 0.0075 - densor_loss_25: 0.0077 - densor_loss_26: 0.0071 - densor_loss_27: 0.0087 - densor_loss_28: 0.0098 - densor_loss_29: 0.0094 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 106/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.6705 - densor_loss_1: 3.5465 - densor_loss_2: 0.7354 - densor_loss_3: 0.1433 - densor_loss_4: 0.0313 - densor_loss_5: 0.0189 - densor_loss_6: 0.0130 - densor_loss_7: 0.0117 - densor_loss_8: 0.0100 - densor_loss_9: 0.0089 - densor_loss_10: 0.0075 - densor_loss_11: 0.0076 - densor_loss_12: 0.0077 - densor_loss_13: 0.0069 - densor_loss_14: 0.0069 - densor_loss_15: 0.0076 - densor_loss_16: 0.0077 - densor_loss_17: 0.0074 - densor_loss_18: 0.0065 - densor_loss_19: 0.0071 - densor_loss_20: 0.0077 - densor_loss_21: 0.0070 - densor_loss_22: 0.0075 - densor_loss_23: 0.0068 - densor_loss_24: 0.0075 - densor_loss_25: 0.0077 - densor_loss_26: 0.0071 - densor_loss_27: 0.0087 - densor_loss_28: 0.0097 - densor_loss_29: 0.0093 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 107/300\n",
      "60/60 [==============================] - 0s - loss: 4.6655 - densor_loss_1: 3.5452 - densor_loss_2: 0.7337 - densor_loss_3: 0.1429 - densor_loss_4: 0.0311 - densor_loss_5: 0.0188 - densor_loss_6: 0.0129 - densor_loss_7: 0.0116 - densor_loss_8: 0.0099 - densor_loss_9: 0.0089 - densor_loss_10: 0.0075 - densor_loss_11: 0.0075 - densor_loss_12: 0.0077 - densor_loss_13: 0.0068 - densor_loss_14: 0.0068 - densor_loss_15: 0.0075 - densor_loss_16: 0.0076 - densor_loss_17: 0.0074 - densor_loss_18: 0.0064 - densor_loss_19: 0.0071 - densor_loss_20: 0.0077 - densor_loss_21: 0.0069 - densor_loss_22: 0.0074 - densor_loss_23: 0.0068 - densor_loss_24: 0.0074 - densor_loss_25: 0.0076 - densor_loss_26: 0.0070 - densor_loss_27: 0.0086 - densor_loss_28: 0.0096 - densor_loss_29: 0.0092 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 108/300\n",
      "60/60 [==============================] - 0s - loss: 4.6604 - densor_loss_1: 3.5439 - densor_loss_2: 0.7318 - densor_loss_3: 0.1424 - densor_loss_4: 0.0309 - densor_loss_5: 0.0187 - densor_loss_6: 0.0128 - densor_loss_7: 0.0115 - densor_loss_8: 0.0099 - densor_loss_9: 0.0088 - densor_loss_10: 0.0074 - densor_loss_11: 0.0075 - densor_loss_12: 0.0076 - densor_loss_13: 0.0068 - densor_loss_14: 0.0068 - densor_loss_15: 0.0075 - densor_loss_16: 0.0075 - densor_loss_17: 0.0073 - densor_loss_18: 0.0064 - densor_loss_19: 0.0071 - densor_loss_20: 0.0076 - densor_loss_21: 0.0069 - densor_loss_22: 0.0074 - densor_loss_23: 0.0067 - densor_loss_24: 0.0074 - densor_loss_25: 0.0076 - densor_loss_26: 0.0070 - densor_loss_27: 0.0085 - densor_loss_28: 0.0096 - densor_loss_29: 0.0092 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 109/300\n",
      "60/60 [==============================] - 0s - loss: 4.6556 - densor_loss_1: 3.5426 - densor_loss_2: 0.7306 - densor_loss_3: 0.1418 - densor_loss_4: 0.0307 - densor_loss_5: 0.0186 - densor_loss_6: 0.0128 - densor_loss_7: 0.0114 - densor_loss_8: 0.0098 - densor_loss_9: 0.0087 - densor_loss_10: 0.0074 - densor_loss_11: 0.0074 - densor_loss_12: 0.0076 - densor_loss_13: 0.0067 - densor_loss_14: 0.0067 - densor_loss_15: 0.0074 - densor_loss_16: 0.0075 - densor_loss_17: 0.0073 - densor_loss_18: 0.0063 - densor_loss_19: 0.0070 - densor_loss_20: 0.0076 - densor_loss_21: 0.0068 - densor_loss_22: 0.0073 - densor_loss_23: 0.0067 - densor_loss_24: 0.0073 - densor_loss_25: 0.0075 - densor_loss_26: 0.0069 - densor_loss_27: 0.0085 - densor_loss_28: 0.0095 - densor_loss_29: 0.0091 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 110/300\n",
      "60/60 [==============================] - 0s - loss: 4.6511 - densor_loss_1: 3.5412 - densor_loss_2: 0.7291 - densor_loss_3: 0.1417 - densor_loss_4: 0.0306 - densor_loss_5: 0.0185 - densor_loss_6: 0.0127 - densor_loss_7: 0.0114 - densor_loss_8: 0.0097 - densor_loss_9: 0.0087 - densor_loss_10: 0.0073 - densor_loss_11: 0.0074 - densor_loss_12: 0.0075 - densor_loss_13: 0.0067 - densor_loss_14: 0.0067 - densor_loss_15: 0.0074 - densor_loss_16: 0.0075 - densor_loss_17: 0.0072 - densor_loss_18: 0.0063 - densor_loss_19: 0.0070 - densor_loss_20: 0.0075 - densor_loss_21: 0.0068 - densor_loss_22: 0.0073 - densor_loss_23: 0.0066 - densor_loss_24: 0.0073 - densor_loss_25: 0.0075 - densor_loss_26: 0.0069 - densor_loss_27: 0.0084 - densor_loss_28: 0.0095 - densor_loss_29: 0.0091 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 111/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.6461 - densor_loss_1: 3.5400 - densor_loss_2: 0.7273 - densor_loss_3: 0.1413 - densor_loss_4: 0.0304 - densor_loss_5: 0.0183 - densor_loss_6: 0.0126 - densor_loss_7: 0.0113 - densor_loss_8: 0.0097 - densor_loss_9: 0.0086 - densor_loss_10: 0.0073 - densor_loss_11: 0.0073 - densor_loss_12: 0.0075 - densor_loss_13: 0.0066 - densor_loss_14: 0.0066 - densor_loss_15: 0.0073 - densor_loss_16: 0.0074 - densor_loss_17: 0.0072 - densor_loss_18: 0.0062 - densor_loss_19: 0.0069 - densor_loss_20: 0.0075 - densor_loss_21: 0.0067 - densor_loss_22: 0.0072 - densor_loss_23: 0.0066 - densor_loss_24: 0.0072 - densor_loss_25: 0.0074 - densor_loss_26: 0.0068 - densor_loss_27: 0.0084 - densor_loss_28: 0.0094 - densor_loss_29: 0.0090 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 112/300\n",
      "60/60 [==============================] - 0s - loss: 4.6413 - densor_loss_1: 3.5388 - densor_loss_2: 0.7259 - densor_loss_3: 0.1405 - densor_loss_4: 0.0302 - densor_loss_5: 0.0182 - densor_loss_6: 0.0125 - densor_loss_7: 0.0112 - densor_loss_8: 0.0096 - densor_loss_9: 0.0086 - densor_loss_10: 0.0072 - densor_loss_11: 0.0073 - densor_loss_12: 0.0074 - densor_loss_13: 0.0066 - densor_loss_14: 0.0066 - densor_loss_15: 0.0073 - densor_loss_16: 0.0074 - densor_loss_17: 0.0071 - densor_loss_18: 0.0062 - densor_loss_19: 0.0069 - densor_loss_20: 0.0074 - densor_loss_21: 0.0067 - densor_loss_22: 0.0072 - densor_loss_23: 0.0065 - densor_loss_24: 0.0072 - densor_loss_25: 0.0074 - densor_loss_26: 0.0068 - densor_loss_27: 0.0083 - densor_loss_28: 0.0093 - densor_loss_29: 0.0089 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 113/300\n",
      "60/60 [==============================] - 0s - loss: 4.6365 - densor_loss_1: 3.5374 - densor_loss_2: 0.7245 - densor_loss_3: 0.1400 - densor_loss_4: 0.0300 - densor_loss_5: 0.0181 - densor_loss_6: 0.0125 - densor_loss_7: 0.0111 - densor_loss_8: 0.0096 - densor_loss_9: 0.0085 - densor_loss_10: 0.0072 - densor_loss_11: 0.0072 - densor_loss_12: 0.0074 - densor_loss_13: 0.0066 - densor_loss_14: 0.0065 - densor_loss_15: 0.0072 - densor_loss_16: 0.0073 - densor_loss_17: 0.0071 - densor_loss_18: 0.0062 - densor_loss_19: 0.0068 - densor_loss_20: 0.0074 - densor_loss_21: 0.0066 - densor_loss_22: 0.0071 - densor_loss_23: 0.0065 - densor_loss_24: 0.0071 - densor_loss_25: 0.0073 - densor_loss_26: 0.0067 - densor_loss_27: 0.0083 - densor_loss_28: 0.0093 - densor_loss_29: 0.0089 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 114/300\n",
      "60/60 [==============================] - 0s - loss: 4.6318 - densor_loss_1: 3.5362 - densor_loss_2: 0.7229 - densor_loss_3: 0.1396 - densor_loss_4: 0.0299 - densor_loss_5: 0.0180 - densor_loss_6: 0.0124 - densor_loss_7: 0.0110 - densor_loss_8: 0.0095 - densor_loss_9: 0.0085 - densor_loss_10: 0.0071 - densor_loss_11: 0.0072 - densor_loss_12: 0.0073 - densor_loss_13: 0.0065 - densor_loss_14: 0.0065 - densor_loss_15: 0.0072 - densor_loss_16: 0.0073 - densor_loss_17: 0.0070 - densor_loss_18: 0.0061 - densor_loss_19: 0.0068 - densor_loss_20: 0.0073 - densor_loss_21: 0.0066 - densor_loss_22: 0.0071 - densor_loss_23: 0.0065 - densor_loss_24: 0.0071 - densor_loss_25: 0.0073 - densor_loss_26: 0.0067 - densor_loss_27: 0.0082 - densor_loss_28: 0.0092 - densor_loss_29: 0.0088 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 115/300\n",
      "60/60 [==============================] - 0s - loss: 4.6273 - densor_loss_1: 3.5350 - densor_loss_2: 0.7214 - densor_loss_3: 0.1393 - densor_loss_4: 0.0297 - densor_loss_5: 0.0179 - densor_loss_6: 0.0123 - densor_loss_7: 0.0110 - densor_loss_8: 0.0094 - densor_loss_9: 0.0084 - densor_loss_10: 0.0071 - densor_loss_11: 0.0071 - densor_loss_12: 0.0073 - densor_loss_13: 0.0065 - densor_loss_14: 0.0065 - densor_loss_15: 0.0071 - densor_loss_16: 0.0072 - densor_loss_17: 0.0070 - densor_loss_18: 0.0061 - densor_loss_19: 0.0067 - densor_loss_20: 0.0073 - densor_loss_21: 0.0066 - densor_loss_22: 0.0070 - densor_loss_23: 0.0064 - densor_loss_24: 0.0070 - densor_loss_25: 0.0072 - densor_loss_26: 0.0066 - densor_loss_27: 0.0082 - densor_loss_28: 0.0092 - densor_loss_29: 0.0088 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 116/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.6227 - densor_loss_1: 3.5337 - densor_loss_2: 0.7201 - densor_loss_3: 0.1387 - densor_loss_4: 0.0295 - densor_loss_5: 0.0178 - densor_loss_6: 0.0123 - densor_loss_7: 0.0109 - densor_loss_8: 0.0094 - densor_loss_9: 0.0084 - densor_loss_10: 0.0071 - densor_loss_11: 0.0071 - densor_loss_12: 0.0072 - densor_loss_13: 0.0064 - densor_loss_14: 0.0064 - densor_loss_15: 0.0071 - densor_loss_16: 0.0072 - densor_loss_17: 0.0069 - densor_loss_18: 0.0061 - densor_loss_19: 0.0067 - densor_loss_20: 0.0072 - densor_loss_21: 0.0065 - densor_loss_22: 0.0070 - densor_loss_23: 0.0064 - densor_loss_24: 0.0070 - densor_loss_25: 0.0072 - densor_loss_26: 0.0066 - densor_loss_27: 0.0081 - densor_loss_28: 0.0091 - densor_loss_29: 0.0087 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 117/300\n",
      "60/60 [==============================] - 0s - loss: 4.6184 - densor_loss_1: 3.5325 - densor_loss_2: 0.7185 - densor_loss_3: 0.1385 - densor_loss_4: 0.0293 - densor_loss_5: 0.0177 - densor_loss_6: 0.0122 - densor_loss_7: 0.0108 - densor_loss_8: 0.0093 - densor_loss_9: 0.0083 - densor_loss_10: 0.0070 - densor_loss_11: 0.0071 - densor_loss_12: 0.0072 - densor_loss_13: 0.0064 - densor_loss_14: 0.0064 - densor_loss_15: 0.0071 - densor_loss_16: 0.0071 - densor_loss_17: 0.0069 - densor_loss_18: 0.0060 - densor_loss_19: 0.0067 - densor_loss_20: 0.0072 - densor_loss_21: 0.0065 - densor_loss_22: 0.0069 - densor_loss_23: 0.0064 - densor_loss_24: 0.0070 - densor_loss_25: 0.0071 - densor_loss_26: 0.0066 - densor_loss_27: 0.0081 - densor_loss_28: 0.0091 - densor_loss_29: 0.0087 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 118/300\n",
      "60/60 [==============================] - 0s - loss: 4.6139 - densor_loss_1: 3.5312 - densor_loss_2: 0.7173 - densor_loss_3: 0.1379 - densor_loss_4: 0.0292 - densor_loss_5: 0.0176 - densor_loss_6: 0.0121 - densor_loss_7: 0.0108 - densor_loss_8: 0.0093 - densor_loss_9: 0.0082 - densor_loss_10: 0.0070 - densor_loss_11: 0.0070 - densor_loss_12: 0.0071 - densor_loss_13: 0.0064 - densor_loss_14: 0.0063 - densor_loss_15: 0.0070 - densor_loss_16: 0.0071 - densor_loss_17: 0.0069 - densor_loss_18: 0.0060 - densor_loss_19: 0.0066 - densor_loss_20: 0.0071 - densor_loss_21: 0.0064 - densor_loss_22: 0.0069 - densor_loss_23: 0.0063 - densor_loss_24: 0.0069 - densor_loss_25: 0.0071 - densor_loss_26: 0.0065 - densor_loss_27: 0.0080 - densor_loss_28: 0.0090 - densor_loss_29: 0.0086 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 119/300\n",
      "60/60 [==============================] - 0s - loss: 4.6094 - densor_loss_1: 3.5301 - densor_loss_2: 0.7158 - densor_loss_3: 0.1373 - densor_loss_4: 0.0290 - densor_loss_5: 0.0175 - densor_loss_6: 0.0120 - densor_loss_7: 0.0107 - densor_loss_8: 0.0092 - densor_loss_9: 0.0082 - densor_loss_10: 0.0069 - densor_loss_11: 0.0070 - densor_loss_12: 0.0071 - densor_loss_13: 0.0063 - densor_loss_14: 0.0063 - densor_loss_15: 0.0070 - densor_loss_16: 0.0070 - densor_loss_17: 0.0068 - densor_loss_18: 0.0059 - densor_loss_19: 0.0066 - densor_loss_20: 0.0071 - densor_loss_21: 0.0064 - densor_loss_22: 0.0068 - densor_loss_23: 0.0063 - densor_loss_24: 0.0069 - densor_loss_25: 0.0070 - densor_loss_26: 0.0065 - densor_loss_27: 0.0080 - densor_loss_28: 0.0089 - densor_loss_29: 0.0085 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 120/300\n",
      "60/60 [==============================] - 0s - loss: 4.6051 - densor_loss_1: 3.5288 - densor_loss_2: 0.7146 - densor_loss_3: 0.1369 - densor_loss_4: 0.0288 - densor_loss_5: 0.0174 - densor_loss_6: 0.0120 - densor_loss_7: 0.0106 - densor_loss_8: 0.0092 - densor_loss_9: 0.0081 - densor_loss_10: 0.0069 - densor_loss_11: 0.0069 - densor_loss_12: 0.0071 - densor_loss_13: 0.0063 - densor_loss_14: 0.0063 - densor_loss_15: 0.0069 - densor_loss_16: 0.0070 - densor_loss_17: 0.0068 - densor_loss_18: 0.0059 - densor_loss_19: 0.0066 - densor_loss_20: 0.0071 - densor_loss_21: 0.0063 - densor_loss_22: 0.0068 - densor_loss_23: 0.0062 - densor_loss_24: 0.0068 - densor_loss_25: 0.0070 - densor_loss_26: 0.0065 - densor_loss_27: 0.0080 - densor_loss_28: 0.0089 - densor_loss_29: 0.0085 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 121/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.6008 - densor_loss_1: 3.5276 - densor_loss_2: 0.7134 - densor_loss_3: 0.1364 - densor_loss_4: 0.0286 - densor_loss_5: 0.0173 - densor_loss_6: 0.0119 - densor_loss_7: 0.0105 - densor_loss_8: 0.0091 - densor_loss_9: 0.0081 - densor_loss_10: 0.0069 - densor_loss_11: 0.0069 - densor_loss_12: 0.0070 - densor_loss_13: 0.0062 - densor_loss_14: 0.0062 - densor_loss_15: 0.0069 - densor_loss_16: 0.0070 - densor_loss_17: 0.0067 - densor_loss_18: 0.0059 - densor_loss_19: 0.0065 - densor_loss_20: 0.0070 - densor_loss_21: 0.0063 - densor_loss_22: 0.0068 - densor_loss_23: 0.0062 - densor_loss_24: 0.0068 - densor_loss_25: 0.0070 - densor_loss_26: 0.0064 - densor_loss_27: 0.0079 - densor_loss_28: 0.0088 - densor_loss_29: 0.0084 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 122/300\n",
      "60/60 [==============================] - 0s - loss: 4.5963 - densor_loss_1: 3.5265 - densor_loss_2: 0.7119 - densor_loss_3: 0.1359 - densor_loss_4: 0.0285 - densor_loss_5: 0.0172 - densor_loss_6: 0.0118 - densor_loss_7: 0.0105 - densor_loss_8: 0.0091 - densor_loss_9: 0.0081 - densor_loss_10: 0.0068 - densor_loss_11: 0.0068 - densor_loss_12: 0.0070 - densor_loss_13: 0.0062 - densor_loss_14: 0.0062 - densor_loss_15: 0.0068 - densor_loss_16: 0.0069 - densor_loss_17: 0.0067 - densor_loss_18: 0.0058 - densor_loss_19: 0.0065 - densor_loss_20: 0.0070 - densor_loss_21: 0.0063 - densor_loss_22: 0.0067 - densor_loss_23: 0.0062 - densor_loss_24: 0.0067 - densor_loss_25: 0.0069 - densor_loss_26: 0.0064 - densor_loss_27: 0.0078 - densor_loss_28: 0.0088 - densor_loss_29: 0.0084 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 123/300\n",
      "60/60 [==============================] - 0s - loss: 4.5921 - densor_loss_1: 3.5253 - densor_loss_2: 0.7106 - densor_loss_3: 0.1354 - densor_loss_4: 0.0283 - densor_loss_5: 0.0171 - densor_loss_6: 0.0118 - densor_loss_7: 0.0104 - densor_loss_8: 0.0090 - densor_loss_9: 0.0080 - densor_loss_10: 0.0068 - densor_loss_11: 0.0068 - densor_loss_12: 0.0070 - densor_loss_13: 0.0062 - densor_loss_14: 0.0062 - densor_loss_15: 0.0068 - densor_loss_16: 0.0069 - densor_loss_17: 0.0066 - densor_loss_18: 0.0058 - densor_loss_19: 0.0064 - densor_loss_20: 0.0069 - densor_loss_21: 0.0062 - densor_loss_22: 0.0067 - densor_loss_23: 0.0061 - densor_loss_24: 0.0067 - densor_loss_25: 0.0069 - densor_loss_26: 0.0064 - densor_loss_27: 0.0078 - densor_loss_28: 0.0087 - densor_loss_29: 0.0084 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 124/300\n",
      "60/60 [==============================] - 0s - loss: 4.5884 - densor_loss_1: 3.5241 - densor_loss_2: 0.7095 - densor_loss_3: 0.1354 - densor_loss_4: 0.0281 - densor_loss_5: 0.0170 - densor_loss_6: 0.0117 - densor_loss_7: 0.0104 - densor_loss_8: 0.0089 - densor_loss_9: 0.0080 - densor_loss_10: 0.0067 - densor_loss_11: 0.0068 - densor_loss_12: 0.0069 - densor_loss_13: 0.0061 - densor_loss_14: 0.0061 - densor_loss_15: 0.0067 - densor_loss_16: 0.0068 - densor_loss_17: 0.0066 - densor_loss_18: 0.0058 - densor_loss_19: 0.0064 - densor_loss_20: 0.0069 - densor_loss_21: 0.0062 - densor_loss_22: 0.0066 - densor_loss_23: 0.0061 - densor_loss_24: 0.0067 - densor_loss_25: 0.0068 - densor_loss_26: 0.0063 - densor_loss_27: 0.0078 - densor_loss_28: 0.0086 - densor_loss_29: 0.0083 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 125/300\n",
      "60/60 [==============================] - 0s - loss: 4.5840 - densor_loss_1: 3.5228 - densor_loss_2: 0.7082 - densor_loss_3: 0.1349 - densor_loss_4: 0.0279 - densor_loss_5: 0.0168 - densor_loss_6: 0.0116 - densor_loss_7: 0.0103 - densor_loss_8: 0.0089 - densor_loss_9: 0.0079 - densor_loss_10: 0.0067 - densor_loss_11: 0.0067 - densor_loss_12: 0.0069 - densor_loss_13: 0.0061 - densor_loss_14: 0.0061 - densor_loss_15: 0.0067 - densor_loss_16: 0.0068 - densor_loss_17: 0.0066 - densor_loss_18: 0.0057 - densor_loss_19: 0.0064 - densor_loss_20: 0.0069 - densor_loss_21: 0.0062 - densor_loss_22: 0.0066 - densor_loss_23: 0.0061 - densor_loss_24: 0.0066 - densor_loss_25: 0.0068 - densor_loss_26: 0.0063 - densor_loss_27: 0.0077 - densor_loss_28: 0.0086 - densor_loss_29: 0.0083 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 126/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.5799 - densor_loss_1: 3.5218 - densor_loss_2: 0.7069 - densor_loss_3: 0.1345 - densor_loss_4: 0.0277 - densor_loss_5: 0.0168 - densor_loss_6: 0.0115 - densor_loss_7: 0.0102 - densor_loss_8: 0.0088 - densor_loss_9: 0.0079 - densor_loss_10: 0.0066 - densor_loss_11: 0.0067 - densor_loss_12: 0.0068 - densor_loss_13: 0.0061 - densor_loss_14: 0.0061 - densor_loss_15: 0.0067 - densor_loss_16: 0.0068 - densor_loss_17: 0.0065 - densor_loss_18: 0.0057 - densor_loss_19: 0.0063 - densor_loss_20: 0.0068 - densor_loss_21: 0.0061 - densor_loss_22: 0.0066 - densor_loss_23: 0.0060 - densor_loss_24: 0.0066 - densor_loss_25: 0.0067 - densor_loss_26: 0.0062 - densor_loss_27: 0.0077 - densor_loss_28: 0.0086 - densor_loss_29: 0.0082 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 127/300\n",
      "60/60 [==============================] - 0s - loss: 4.5757 - densor_loss_1: 3.5206 - densor_loss_2: 0.7056 - densor_loss_3: 0.1340 - densor_loss_4: 0.0276 - densor_loss_5: 0.0167 - densor_loss_6: 0.0115 - densor_loss_7: 0.0102 - densor_loss_8: 0.0088 - densor_loss_9: 0.0078 - densor_loss_10: 0.0066 - densor_loss_11: 0.0066 - densor_loss_12: 0.0068 - densor_loss_13: 0.0060 - densor_loss_14: 0.0060 - densor_loss_15: 0.0066 - densor_loss_16: 0.0067 - densor_loss_17: 0.0065 - densor_loss_18: 0.0057 - densor_loss_19: 0.0063 - densor_loss_20: 0.0068 - densor_loss_21: 0.0061 - densor_loss_22: 0.0065 - densor_loss_23: 0.0060 - densor_loss_24: 0.0065 - densor_loss_25: 0.0067 - densor_loss_26: 0.0062 - densor_loss_27: 0.0076 - densor_loss_28: 0.0085 - densor_loss_29: 0.0081 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 128/300\n",
      "60/60 [==============================] - 0s - loss: 4.5720 - densor_loss_1: 3.5195 - densor_loss_2: 0.7047 - densor_loss_3: 0.1335 - densor_loss_4: 0.0274 - densor_loss_5: 0.0166 - densor_loss_6: 0.0114 - densor_loss_7: 0.0101 - densor_loss_8: 0.0088 - densor_loss_9: 0.0078 - densor_loss_10: 0.0066 - densor_loss_11: 0.0066 - densor_loss_12: 0.0068 - densor_loss_13: 0.0060 - densor_loss_14: 0.0060 - densor_loss_15: 0.0066 - densor_loss_16: 0.0067 - densor_loss_17: 0.0064 - densor_loss_18: 0.0056 - densor_loss_19: 0.0062 - densor_loss_20: 0.0067 - densor_loss_21: 0.0060 - densor_loss_22: 0.0065 - densor_loss_23: 0.0060 - densor_loss_24: 0.0065 - densor_loss_25: 0.0067 - densor_loss_26: 0.0062 - densor_loss_27: 0.0076 - densor_loss_28: 0.0085 - densor_loss_29: 0.0081 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 129/300\n",
      "60/60 [==============================] - 0s - loss: 4.5679 - densor_loss_1: 3.5184 - densor_loss_2: 0.7031 - densor_loss_3: 0.1334 - densor_loss_4: 0.0273 - densor_loss_5: 0.0165 - densor_loss_6: 0.0113 - densor_loss_7: 0.0101 - densor_loss_8: 0.0087 - densor_loss_9: 0.0077 - densor_loss_10: 0.0066 - densor_loss_11: 0.0066 - densor_loss_12: 0.0067 - densor_loss_13: 0.0060 - densor_loss_14: 0.0059 - densor_loss_15: 0.0066 - densor_loss_16: 0.0066 - densor_loss_17: 0.0064 - densor_loss_18: 0.0056 - densor_loss_19: 0.0062 - densor_loss_20: 0.0067 - densor_loss_21: 0.0060 - densor_loss_22: 0.0064 - densor_loss_23: 0.0059 - densor_loss_24: 0.0065 - densor_loss_25: 0.0066 - densor_loss_26: 0.0061 - densor_loss_27: 0.0075 - densor_loss_28: 0.0084 - densor_loss_29: 0.0080 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 130/300\n",
      "60/60 [==============================] - 0s - loss: 4.5641 - densor_loss_1: 3.5172 - densor_loss_2: 0.7018 - densor_loss_3: 0.1331 - densor_loss_4: 0.0272 - densor_loss_5: 0.0164 - densor_loss_6: 0.0113 - densor_loss_7: 0.0100 - densor_loss_8: 0.0087 - densor_loss_9: 0.0077 - densor_loss_10: 0.0065 - densor_loss_11: 0.0065 - densor_loss_12: 0.0067 - densor_loss_13: 0.0059 - densor_loss_14: 0.0059 - densor_loss_15: 0.0065 - densor_loss_16: 0.0066 - densor_loss_17: 0.0064 - densor_loss_18: 0.0056 - densor_loss_19: 0.0062 - densor_loss_20: 0.0067 - densor_loss_21: 0.0060 - densor_loss_22: 0.0064 - densor_loss_23: 0.0059 - densor_loss_24: 0.0064 - densor_loss_25: 0.0066 - densor_loss_26: 0.0061 - densor_loss_27: 0.0075 - densor_loss_28: 0.0084 - densor_loss_29: 0.0080 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 131/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.5599 - densor_loss_1: 3.5160 - densor_loss_2: 0.7007 - densor_loss_3: 0.1324 - densor_loss_4: 0.0270 - densor_loss_5: 0.0164 - densor_loss_6: 0.0112 - densor_loss_7: 0.0100 - densor_loss_8: 0.0086 - densor_loss_9: 0.0076 - densor_loss_10: 0.0065 - densor_loss_11: 0.0065 - densor_loss_12: 0.0066 - densor_loss_13: 0.0059 - densor_loss_14: 0.0059 - densor_loss_15: 0.0065 - densor_loss_16: 0.0066 - densor_loss_17: 0.0063 - densor_loss_18: 0.0055 - densor_loss_19: 0.0061 - densor_loss_20: 0.0066 - densor_loss_21: 0.0059 - densor_loss_22: 0.0064 - densor_loss_23: 0.0059 - densor_loss_24: 0.0064 - densor_loss_25: 0.0066 - densor_loss_26: 0.0060 - densor_loss_27: 0.0074 - densor_loss_28: 0.0083 - densor_loss_29: 0.0079 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 132/300\n",
      "60/60 [==============================] - 0s - loss: 4.5563 - densor_loss_1: 3.5149 - densor_loss_2: 0.6997 - densor_loss_3: 0.1321 - densor_loss_4: 0.0269 - densor_loss_5: 0.0163 - densor_loss_6: 0.0111 - densor_loss_7: 0.0099 - densor_loss_8: 0.0086 - densor_loss_9: 0.0076 - densor_loss_10: 0.0064 - densor_loss_11: 0.0065 - densor_loss_12: 0.0066 - densor_loss_13: 0.0059 - densor_loss_14: 0.0058 - densor_loss_15: 0.0065 - densor_loss_16: 0.0065 - densor_loss_17: 0.0063 - densor_loss_18: 0.0055 - densor_loss_19: 0.0061 - densor_loss_20: 0.0066 - densor_loss_21: 0.0059 - densor_loss_22: 0.0063 - densor_loss_23: 0.0058 - densor_loss_24: 0.0064 - densor_loss_25: 0.0065 - densor_loss_26: 0.0060 - densor_loss_27: 0.0074 - densor_loss_28: 0.0083 - densor_loss_29: 0.0079 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 133/300\n",
      "60/60 [==============================] - 0s - loss: 4.5525 - densor_loss_1: 3.5139 - densor_loss_2: 0.6984 - densor_loss_3: 0.1319 - densor_loss_4: 0.0267 - densor_loss_5: 0.0161 - densor_loss_6: 0.0111 - densor_loss_7: 0.0099 - densor_loss_8: 0.0085 - densor_loss_9: 0.0075 - densor_loss_10: 0.0064 - densor_loss_11: 0.0064 - densor_loss_12: 0.0066 - densor_loss_13: 0.0058 - densor_loss_14: 0.0058 - densor_loss_15: 0.0064 - densor_loss_16: 0.0065 - densor_loss_17: 0.0063 - densor_loss_18: 0.0055 - densor_loss_19: 0.0061 - densor_loss_20: 0.0065 - densor_loss_21: 0.0059 - densor_loss_22: 0.0063 - densor_loss_23: 0.0058 - densor_loss_24: 0.0063 - densor_loss_25: 0.0065 - densor_loss_26: 0.0060 - densor_loss_27: 0.0074 - densor_loss_28: 0.0082 - densor_loss_29: 0.0079 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 134/300\n",
      "60/60 [==============================] - 0s - loss: 4.5485 - densor_loss_1: 3.5128 - densor_loss_2: 0.6971 - densor_loss_3: 0.1315 - densor_loss_4: 0.0265 - densor_loss_5: 0.0161 - densor_loss_6: 0.0111 - densor_loss_7: 0.0098 - densor_loss_8: 0.0084 - densor_loss_9: 0.0075 - densor_loss_10: 0.0064 - densor_loss_11: 0.0064 - densor_loss_12: 0.0065 - densor_loss_13: 0.0058 - densor_loss_14: 0.0058 - densor_loss_15: 0.0064 - densor_loss_16: 0.0065 - densor_loss_17: 0.0062 - densor_loss_18: 0.0054 - densor_loss_19: 0.0060 - densor_loss_20: 0.0065 - densor_loss_21: 0.0058 - densor_loss_22: 0.0063 - densor_loss_23: 0.0058 - densor_loss_24: 0.0063 - densor_loss_25: 0.0064 - densor_loss_26: 0.0060 - densor_loss_27: 0.0073 - densor_loss_28: 0.0082 - densor_loss_29: 0.0078 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 135/300\n",
      "60/60 [==============================] - 0s - loss: 4.5450 - densor_loss_1: 3.5117 - densor_loss_2: 0.6961 - densor_loss_3: 0.1311 - densor_loss_4: 0.0264 - densor_loss_5: 0.0160 - densor_loss_6: 0.0110 - densor_loss_7: 0.0097 - densor_loss_8: 0.0084 - densor_loss_9: 0.0075 - densor_loss_10: 0.0063 - densor_loss_11: 0.0064 - densor_loss_12: 0.0065 - densor_loss_13: 0.0058 - densor_loss_14: 0.0057 - densor_loss_15: 0.0063 - densor_loss_16: 0.0064 - densor_loss_17: 0.0062 - densor_loss_18: 0.0054 - densor_loss_19: 0.0060 - densor_loss_20: 0.0065 - densor_loss_21: 0.0058 - densor_loss_22: 0.0062 - densor_loss_23: 0.0057 - densor_loss_24: 0.0063 - densor_loss_25: 0.0064 - densor_loss_26: 0.0059 - densor_loss_27: 0.0073 - densor_loss_28: 0.0081 - densor_loss_29: 0.0078 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 136/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.5411 - densor_loss_1: 3.5107 - densor_loss_2: 0.6948 - densor_loss_3: 0.1308 - densor_loss_4: 0.0262 - densor_loss_5: 0.0159 - densor_loss_6: 0.0109 - densor_loss_7: 0.0097 - densor_loss_8: 0.0084 - densor_loss_9: 0.0074 - densor_loss_10: 0.0063 - densor_loss_11: 0.0063 - densor_loss_12: 0.0065 - densor_loss_13: 0.0057 - densor_loss_14: 0.0057 - densor_loss_15: 0.0063 - densor_loss_16: 0.0064 - densor_loss_17: 0.0061 - densor_loss_18: 0.0054 - densor_loss_19: 0.0060 - densor_loss_20: 0.0064 - densor_loss_21: 0.0057 - densor_loss_22: 0.0062 - densor_loss_23: 0.0057 - densor_loss_24: 0.0062 - densor_loss_25: 0.0064 - densor_loss_26: 0.0059 - densor_loss_27: 0.0073 - densor_loss_28: 0.0081 - densor_loss_29: 0.0077 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 137/300\n",
      "60/60 [==============================] - 0s - loss: 4.5376 - densor_loss_1: 3.5095 - densor_loss_2: 0.6937 - densor_loss_3: 0.1306 - densor_loss_4: 0.0260 - densor_loss_5: 0.0158 - densor_loss_6: 0.0109 - densor_loss_7: 0.0096 - densor_loss_8: 0.0083 - densor_loss_9: 0.0074 - densor_loss_10: 0.0063 - densor_loss_11: 0.0063 - densor_loss_12: 0.0064 - densor_loss_13: 0.0057 - densor_loss_14: 0.0057 - densor_loss_15: 0.0063 - densor_loss_16: 0.0064 - densor_loss_17: 0.0061 - densor_loss_18: 0.0053 - densor_loss_19: 0.0060 - densor_loss_20: 0.0064 - densor_loss_21: 0.0057 - densor_loss_22: 0.0062 - densor_loss_23: 0.0057 - densor_loss_24: 0.0062 - densor_loss_25: 0.0063 - densor_loss_26: 0.0059 - densor_loss_27: 0.0072 - densor_loss_28: 0.0080 - densor_loss_29: 0.0077 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 138/300\n",
      "60/60 [==============================] - 0s - loss: 4.5335 - densor_loss_1: 3.5085 - densor_loss_2: 0.6925 - densor_loss_3: 0.1299 - densor_loss_4: 0.0259 - densor_loss_5: 0.0157 - densor_loss_6: 0.0109 - densor_loss_7: 0.0095 - densor_loss_8: 0.0083 - densor_loss_9: 0.0074 - densor_loss_10: 0.0062 - densor_loss_11: 0.0063 - densor_loss_12: 0.0064 - densor_loss_13: 0.0057 - densor_loss_14: 0.0057 - densor_loss_15: 0.0062 - densor_loss_16: 0.0063 - densor_loss_17: 0.0061 - densor_loss_18: 0.0053 - densor_loss_19: 0.0059 - densor_loss_20: 0.0064 - densor_loss_21: 0.0057 - densor_loss_22: 0.0061 - densor_loss_23: 0.0056 - densor_loss_24: 0.0061 - densor_loss_25: 0.0063 - densor_loss_26: 0.0058 - densor_loss_27: 0.0072 - densor_loss_28: 0.0080 - densor_loss_29: 0.0076 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 139/300\n",
      "60/60 [==============================] - 0s - loss: 4.5301 - densor_loss_1: 3.5074 - densor_loss_2: 0.6915 - densor_loss_3: 0.1297 - densor_loss_4: 0.0257 - densor_loss_5: 0.0157 - densor_loss_6: 0.0108 - densor_loss_7: 0.0095 - densor_loss_8: 0.0082 - densor_loss_9: 0.0073 - densor_loss_10: 0.0062 - densor_loss_11: 0.0062 - densor_loss_12: 0.0064 - densor_loss_13: 0.0056 - densor_loss_14: 0.0056 - densor_loss_15: 0.0062 - densor_loss_16: 0.0063 - densor_loss_17: 0.0060 - densor_loss_18: 0.0053 - densor_loss_19: 0.0059 - densor_loss_20: 0.0063 - densor_loss_21: 0.0056 - densor_loss_22: 0.0061 - densor_loss_23: 0.0056 - densor_loss_24: 0.0061 - densor_loss_25: 0.0063 - densor_loss_26: 0.0058 - densor_loss_27: 0.0071 - densor_loss_28: 0.0080 - densor_loss_29: 0.0076 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 140/300\n",
      "60/60 [==============================] - 0s - loss: 4.5264 - densor_loss_1: 3.5064 - densor_loss_2: 0.6903 - densor_loss_3: 0.1292 - densor_loss_4: 0.0256 - densor_loss_5: 0.0156 - densor_loss_6: 0.0107 - densor_loss_7: 0.0094 - densor_loss_8: 0.0082 - densor_loss_9: 0.0073 - densor_loss_10: 0.0062 - densor_loss_11: 0.0062 - densor_loss_12: 0.0063 - densor_loss_13: 0.0056 - densor_loss_14: 0.0056 - densor_loss_15: 0.0061 - densor_loss_16: 0.0062 - densor_loss_17: 0.0060 - densor_loss_18: 0.0052 - densor_loss_19: 0.0059 - densor_loss_20: 0.0063 - densor_loss_21: 0.0056 - densor_loss_22: 0.0061 - densor_loss_23: 0.0056 - densor_loss_24: 0.0061 - densor_loss_25: 0.0062 - densor_loss_26: 0.0058 - densor_loss_27: 0.0071 - densor_loss_28: 0.0079 - densor_loss_29: 0.0076 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 141/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.5230 - densor_loss_1: 3.5054 - densor_loss_2: 0.6892 - densor_loss_3: 0.1291 - densor_loss_4: 0.0254 - densor_loss_5: 0.0155 - densor_loss_6: 0.0107 - densor_loss_7: 0.0094 - densor_loss_8: 0.0081 - densor_loss_9: 0.0072 - densor_loss_10: 0.0061 - densor_loss_11: 0.0062 - densor_loss_12: 0.0063 - densor_loss_13: 0.0056 - densor_loss_14: 0.0056 - densor_loss_15: 0.0061 - densor_loss_16: 0.0062 - densor_loss_17: 0.0060 - densor_loss_18: 0.0052 - densor_loss_19: 0.0058 - densor_loss_20: 0.0063 - densor_loss_21: 0.0056 - densor_loss_22: 0.0060 - densor_loss_23: 0.0055 - densor_loss_24: 0.0061 - densor_loss_25: 0.0062 - densor_loss_26: 0.0058 - densor_loss_27: 0.0071 - densor_loss_28: 0.0079 - densor_loss_29: 0.0075 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 142/300\n",
      "60/60 [==============================] - 0s - loss: 4.5196 - densor_loss_1: 3.5043 - densor_loss_2: 0.6883 - densor_loss_3: 0.1286 - densor_loss_4: 0.0253 - densor_loss_5: 0.0154 - densor_loss_6: 0.0106 - densor_loss_7: 0.0093 - densor_loss_8: 0.0081 - densor_loss_9: 0.0072 - densor_loss_10: 0.0061 - densor_loss_11: 0.0061 - densor_loss_12: 0.0063 - densor_loss_13: 0.0055 - densor_loss_14: 0.0055 - densor_loss_15: 0.0061 - densor_loss_16: 0.0062 - densor_loss_17: 0.0059 - densor_loss_18: 0.0052 - densor_loss_19: 0.0058 - densor_loss_20: 0.0062 - densor_loss_21: 0.0056 - densor_loss_22: 0.0060 - densor_loss_23: 0.0055 - densor_loss_24: 0.0060 - densor_loss_25: 0.0062 - densor_loss_26: 0.0057 - densor_loss_27: 0.0070 - densor_loss_28: 0.0078 - densor_loss_29: 0.0075 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 143/300\n",
      "60/60 [==============================] - 0s - loss: 4.5163 - densor_loss_1: 3.5034 - densor_loss_2: 0.6872 - densor_loss_3: 0.1285 - densor_loss_4: 0.0252 - densor_loss_5: 0.0154 - densor_loss_6: 0.0106 - densor_loss_7: 0.0093 - densor_loss_8: 0.0081 - densor_loss_9: 0.0072 - densor_loss_10: 0.0061 - densor_loss_11: 0.0061 - densor_loss_12: 0.0062 - densor_loss_13: 0.0055 - densor_loss_14: 0.0055 - densor_loss_15: 0.0061 - densor_loss_16: 0.0061 - densor_loss_17: 0.0059 - densor_loss_18: 0.0052 - densor_loss_19: 0.0058 - densor_loss_20: 0.0062 - densor_loss_21: 0.0055 - densor_loss_22: 0.0060 - densor_loss_23: 0.0055 - densor_loss_24: 0.0060 - densor_loss_25: 0.0061 - densor_loss_26: 0.0057 - densor_loss_27: 0.0070 - densor_loss_28: 0.0078 - densor_loss_29: 0.0074 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 144/300\n",
      "60/60 [==============================] - 0s - loss: 4.5133 - densor_loss_1: 3.5023 - densor_loss_2: 0.6864 - densor_loss_3: 0.1283 - densor_loss_4: 0.0250 - densor_loss_5: 0.0153 - densor_loss_6: 0.0105 - densor_loss_7: 0.0092 - densor_loss_8: 0.0080 - densor_loss_9: 0.0071 - densor_loss_10: 0.0060 - densor_loss_11: 0.0061 - densor_loss_12: 0.0062 - densor_loss_13: 0.0055 - densor_loss_14: 0.0055 - densor_loss_15: 0.0060 - densor_loss_16: 0.0061 - densor_loss_17: 0.0059 - densor_loss_18: 0.0051 - densor_loss_19: 0.0057 - densor_loss_20: 0.0062 - densor_loss_21: 0.0055 - densor_loss_22: 0.0059 - densor_loss_23: 0.0055 - densor_loss_24: 0.0060 - densor_loss_25: 0.0061 - densor_loss_26: 0.0057 - densor_loss_27: 0.0069 - densor_loss_28: 0.0078 - densor_loss_29: 0.0074 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 145/300\n",
      "60/60 [==============================] - 0s - loss: 4.5095 - densor_loss_1: 3.5013 - densor_loss_2: 0.6850 - densor_loss_3: 0.1279 - densor_loss_4: 0.0249 - densor_loss_5: 0.0152 - densor_loss_6: 0.0105 - densor_loss_7: 0.0092 - densor_loss_8: 0.0080 - densor_loss_9: 0.0071 - densor_loss_10: 0.0060 - densor_loss_11: 0.0060 - densor_loss_12: 0.0062 - densor_loss_13: 0.0054 - densor_loss_14: 0.0054 - densor_loss_15: 0.0060 - densor_loss_16: 0.0061 - densor_loss_17: 0.0059 - densor_loss_18: 0.0051 - densor_loss_19: 0.0057 - densor_loss_20: 0.0061 - densor_loss_21: 0.0055 - densor_loss_22: 0.0059 - densor_loss_23: 0.0054 - densor_loss_24: 0.0059 - densor_loss_25: 0.0061 - densor_loss_26: 0.0056 - densor_loss_27: 0.0069 - densor_loss_28: 0.0077 - densor_loss_29: 0.0074 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 146/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.5059 - densor_loss_1: 3.5003 - densor_loss_2: 0.6838 - densor_loss_3: 0.1276 - densor_loss_4: 0.0248 - densor_loss_5: 0.0151 - densor_loss_6: 0.0104 - densor_loss_7: 0.0091 - densor_loss_8: 0.0079 - densor_loss_9: 0.0071 - densor_loss_10: 0.0060 - densor_loss_11: 0.0060 - densor_loss_12: 0.0061 - densor_loss_13: 0.0054 - densor_loss_14: 0.0054 - densor_loss_15: 0.0060 - densor_loss_16: 0.0061 - densor_loss_17: 0.0058 - densor_loss_18: 0.0051 - densor_loss_19: 0.0057 - densor_loss_20: 0.0061 - densor_loss_21: 0.0054 - densor_loss_22: 0.0059 - densor_loss_23: 0.0054 - densor_loss_24: 0.0059 - densor_loss_25: 0.0060 - densor_loss_26: 0.0056 - densor_loss_27: 0.0069 - densor_loss_28: 0.0077 - densor_loss_29: 0.0073 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 147/300\n",
      "60/60 [==============================] - 0s - loss: 4.5027 - densor_loss_1: 3.4993 - densor_loss_2: 0.6830 - densor_loss_3: 0.1272 - densor_loss_4: 0.0246 - densor_loss_5: 0.0150 - densor_loss_6: 0.0104 - densor_loss_7: 0.0091 - densor_loss_8: 0.0079 - densor_loss_9: 0.0070 - densor_loss_10: 0.0059 - densor_loss_11: 0.0060 - densor_loss_12: 0.0061 - densor_loss_13: 0.0054 - densor_loss_14: 0.0054 - densor_loss_15: 0.0059 - densor_loss_16: 0.0060 - densor_loss_17: 0.0058 - densor_loss_18: 0.0051 - densor_loss_19: 0.0056 - densor_loss_20: 0.0061 - densor_loss_21: 0.0054 - densor_loss_22: 0.0058 - densor_loss_23: 0.0054 - densor_loss_24: 0.0059 - densor_loss_25: 0.0060 - densor_loss_26: 0.0056 - densor_loss_27: 0.0068 - densor_loss_28: 0.0076 - densor_loss_29: 0.0073 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 148/300\n",
      "60/60 [==============================] - 0s - loss: 4.4992 - densor_loss_1: 3.4983 - densor_loss_2: 0.6819 - densor_loss_3: 0.1268 - densor_loss_4: 0.0245 - densor_loss_5: 0.0150 - densor_loss_6: 0.0103 - densor_loss_7: 0.0090 - densor_loss_8: 0.0079 - densor_loss_9: 0.0070 - densor_loss_10: 0.0059 - densor_loss_11: 0.0059 - densor_loss_12: 0.0061 - densor_loss_13: 0.0054 - densor_loss_14: 0.0054 - densor_loss_15: 0.0059 - densor_loss_16: 0.0060 - densor_loss_17: 0.0058 - densor_loss_18: 0.0050 - densor_loss_19: 0.0056 - densor_loss_20: 0.0060 - densor_loss_21: 0.0054 - densor_loss_22: 0.0058 - densor_loss_23: 0.0053 - densor_loss_24: 0.0058 - densor_loss_25: 0.0060 - densor_loss_26: 0.0055 - densor_loss_27: 0.0068 - densor_loss_28: 0.0076 - densor_loss_29: 0.0072 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 149/300\n",
      "60/60 [==============================] - 0s - loss: 4.4965 - densor_loss_1: 3.4973 - densor_loss_2: 0.6811 - densor_loss_3: 0.1269 - densor_loss_4: 0.0244 - densor_loss_5: 0.0149 - densor_loss_6: 0.0103 - densor_loss_7: 0.0090 - densor_loss_8: 0.0078 - densor_loss_9: 0.0069 - densor_loss_10: 0.0059 - densor_loss_11: 0.0059 - densor_loss_12: 0.0060 - densor_loss_13: 0.0053 - densor_loss_14: 0.0053 - densor_loss_15: 0.0059 - densor_loss_16: 0.0060 - densor_loss_17: 0.0057 - densor_loss_18: 0.0050 - densor_loss_19: 0.0056 - densor_loss_20: 0.0060 - densor_loss_21: 0.0053 - densor_loss_22: 0.0058 - densor_loss_23: 0.0053 - densor_loss_24: 0.0058 - densor_loss_25: 0.0060 - densor_loss_26: 0.0055 - densor_loss_27: 0.0068 - densor_loss_28: 0.0076 - densor_loss_29: 0.0072 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 150/300\n",
      "60/60 [==============================] - 0s - loss: 4.4931 - densor_loss_1: 3.4963 - densor_loss_2: 0.6802 - densor_loss_3: 0.1263 - densor_loss_4: 0.0243 - densor_loss_5: 0.0148 - densor_loss_6: 0.0102 - densor_loss_7: 0.0089 - densor_loss_8: 0.0078 - densor_loss_9: 0.0069 - densor_loss_10: 0.0058 - densor_loss_11: 0.0059 - densor_loss_12: 0.0060 - densor_loss_13: 0.0053 - densor_loss_14: 0.0053 - densor_loss_15: 0.0058 - densor_loss_16: 0.0059 - densor_loss_17: 0.0057 - densor_loss_18: 0.0050 - densor_loss_19: 0.0056 - densor_loss_20: 0.0060 - densor_loss_21: 0.0053 - densor_loss_22: 0.0057 - densor_loss_23: 0.0053 - densor_loss_24: 0.0058 - densor_loss_25: 0.0059 - densor_loss_26: 0.0055 - densor_loss_27: 0.0067 - densor_loss_28: 0.0075 - densor_loss_29: 0.0072 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 151/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.4897 - densor_loss_1: 3.4954 - densor_loss_2: 0.6789 - densor_loss_3: 0.1262 - densor_loss_4: 0.0241 - densor_loss_5: 0.0147 - densor_loss_6: 0.0102 - densor_loss_7: 0.0089 - densor_loss_8: 0.0077 - densor_loss_9: 0.0069 - densor_loss_10: 0.0058 - densor_loss_11: 0.0058 - densor_loss_12: 0.0060 - densor_loss_13: 0.0053 - densor_loss_14: 0.0053 - densor_loss_15: 0.0058 - densor_loss_16: 0.0059 - densor_loss_17: 0.0057 - densor_loss_18: 0.0050 - densor_loss_19: 0.0055 - densor_loss_20: 0.0059 - densor_loss_21: 0.0053 - densor_loss_22: 0.0057 - densor_loss_23: 0.0053 - densor_loss_24: 0.0057 - densor_loss_25: 0.0059 - densor_loss_26: 0.0055 - densor_loss_27: 0.0067 - densor_loss_28: 0.0075 - densor_loss_29: 0.0071 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 152/300\n",
      "60/60 [==============================] - 0s - loss: 4.4864 - densor_loss_1: 3.4944 - densor_loss_2: 0.6779 - densor_loss_3: 0.1257 - densor_loss_4: 0.0240 - densor_loss_5: 0.0147 - densor_loss_6: 0.0101 - densor_loss_7: 0.0088 - densor_loss_8: 0.0077 - densor_loss_9: 0.0068 - densor_loss_10: 0.0058 - densor_loss_11: 0.0058 - densor_loss_12: 0.0060 - densor_loss_13: 0.0053 - densor_loss_14: 0.0053 - densor_loss_15: 0.0058 - densor_loss_16: 0.0059 - densor_loss_17: 0.0056 - densor_loss_18: 0.0049 - densor_loss_19: 0.0055 - densor_loss_20: 0.0059 - densor_loss_21: 0.0053 - densor_loss_22: 0.0057 - densor_loss_23: 0.0052 - densor_loss_24: 0.0057 - densor_loss_25: 0.0059 - densor_loss_26: 0.0054 - densor_loss_27: 0.0067 - densor_loss_28: 0.0074 - densor_loss_29: 0.0071 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 153/300\n",
      "60/60 [==============================] - 0s - loss: 4.4832 - densor_loss_1: 3.4934 - densor_loss_2: 0.6769 - densor_loss_3: 0.1255 - densor_loss_4: 0.0239 - densor_loss_5: 0.0146 - densor_loss_6: 0.0101 - densor_loss_7: 0.0088 - densor_loss_8: 0.0077 - densor_loss_9: 0.0068 - densor_loss_10: 0.0058 - densor_loss_11: 0.0058 - densor_loss_12: 0.0059 - densor_loss_13: 0.0052 - densor_loss_14: 0.0052 - densor_loss_15: 0.0057 - densor_loss_16: 0.0058 - densor_loss_17: 0.0056 - densor_loss_18: 0.0049 - densor_loss_19: 0.0055 - densor_loss_20: 0.0059 - densor_loss_21: 0.0052 - densor_loss_22: 0.0057 - densor_loss_23: 0.0052 - densor_loss_24: 0.0057 - densor_loss_25: 0.0058 - densor_loss_26: 0.0054 - densor_loss_27: 0.0066 - densor_loss_28: 0.0074 - densor_loss_29: 0.0071 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 154/300\n",
      "60/60 [==============================] - 0s - loss: 4.4802 - densor_loss_1: 3.4925 - densor_loss_2: 0.6760 - densor_loss_3: 0.1252 - densor_loss_4: 0.0238 - densor_loss_5: 0.0146 - densor_loss_6: 0.0100 - densor_loss_7: 0.0088 - densor_loss_8: 0.0076 - densor_loss_9: 0.0068 - densor_loss_10: 0.0057 - densor_loss_11: 0.0058 - densor_loss_12: 0.0059 - densor_loss_13: 0.0052 - densor_loss_14: 0.0052 - densor_loss_15: 0.0057 - densor_loss_16: 0.0058 - densor_loss_17: 0.0056 - densor_loss_18: 0.0049 - densor_loss_19: 0.0055 - densor_loss_20: 0.0059 - densor_loss_21: 0.0052 - densor_loss_22: 0.0056 - densor_loss_23: 0.0052 - densor_loss_24: 0.0057 - densor_loss_25: 0.0058 - densor_loss_26: 0.0054 - densor_loss_27: 0.0066 - densor_loss_28: 0.0074 - densor_loss_29: 0.0070 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 155/300\n",
      "60/60 [==============================] - 0s - loss: 4.4771 - densor_loss_1: 3.4916 - densor_loss_2: 0.6751 - densor_loss_3: 0.1248 - densor_loss_4: 0.0237 - densor_loss_5: 0.0145 - densor_loss_6: 0.0100 - densor_loss_7: 0.0087 - densor_loss_8: 0.0076 - densor_loss_9: 0.0067 - densor_loss_10: 0.0057 - densor_loss_11: 0.0057 - densor_loss_12: 0.0059 - densor_loss_13: 0.0052 - densor_loss_14: 0.0052 - densor_loss_15: 0.0057 - densor_loss_16: 0.0058 - densor_loss_17: 0.0056 - densor_loss_18: 0.0049 - densor_loss_19: 0.0054 - densor_loss_20: 0.0058 - densor_loss_21: 0.0052 - densor_loss_22: 0.0056 - densor_loss_23: 0.0052 - densor_loss_24: 0.0056 - densor_loss_25: 0.0058 - densor_loss_26: 0.0053 - densor_loss_27: 0.0066 - densor_loss_28: 0.0073 - densor_loss_29: 0.0070 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 156/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.4739 - densor_loss_1: 3.4907 - densor_loss_2: 0.6741 - densor_loss_3: 0.1246 - densor_loss_4: 0.0235 - densor_loss_5: 0.0144 - densor_loss_6: 0.0099 - densor_loss_7: 0.0087 - densor_loss_8: 0.0075 - densor_loss_9: 0.0067 - densor_loss_10: 0.0057 - densor_loss_11: 0.0057 - densor_loss_12: 0.0058 - densor_loss_13: 0.0051 - densor_loss_14: 0.0051 - densor_loss_15: 0.0057 - densor_loss_16: 0.0057 - densor_loss_17: 0.0055 - densor_loss_18: 0.0048 - densor_loss_19: 0.0054 - densor_loss_20: 0.0058 - densor_loss_21: 0.0052 - densor_loss_22: 0.0056 - densor_loss_23: 0.0051 - densor_loss_24: 0.0056 - densor_loss_25: 0.0057 - densor_loss_26: 0.0053 - densor_loss_27: 0.0065 - densor_loss_28: 0.0073 - densor_loss_29: 0.0069 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 157/300\n",
      "60/60 [==============================] - 0s - loss: 4.4709 - densor_loss_1: 3.4897 - densor_loss_2: 0.6732 - densor_loss_3: 0.1243 - densor_loss_4: 0.0234 - densor_loss_5: 0.0143 - densor_loss_6: 0.0099 - densor_loss_7: 0.0086 - densor_loss_8: 0.0075 - densor_loss_9: 0.0067 - densor_loss_10: 0.0057 - densor_loss_11: 0.0057 - densor_loss_12: 0.0058 - densor_loss_13: 0.0051 - densor_loss_14: 0.0051 - densor_loss_15: 0.0056 - densor_loss_16: 0.0057 - densor_loss_17: 0.0055 - densor_loss_18: 0.0048 - densor_loss_19: 0.0054 - densor_loss_20: 0.0058 - densor_loss_21: 0.0051 - densor_loss_22: 0.0056 - densor_loss_23: 0.0051 - densor_loss_24: 0.0056 - densor_loss_25: 0.0057 - densor_loss_26: 0.0053 - densor_loss_27: 0.0065 - densor_loss_28: 0.0072 - densor_loss_29: 0.0069 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 158/300\n",
      "60/60 [==============================] - 0s - loss: 4.4677 - densor_loss_1: 3.4887 - densor_loss_2: 0.6722 - densor_loss_3: 0.1241 - densor_loss_4: 0.0233 - densor_loss_5: 0.0142 - densor_loss_6: 0.0098 - densor_loss_7: 0.0086 - densor_loss_8: 0.0075 - densor_loss_9: 0.0067 - densor_loss_10: 0.0056 - densor_loss_11: 0.0057 - densor_loss_12: 0.0058 - densor_loss_13: 0.0051 - densor_loss_14: 0.0051 - densor_loss_15: 0.0056 - densor_loss_16: 0.0057 - densor_loss_17: 0.0055 - densor_loss_18: 0.0048 - densor_loss_19: 0.0054 - densor_loss_20: 0.0057 - densor_loss_21: 0.0051 - densor_loss_22: 0.0055 - densor_loss_23: 0.0051 - densor_loss_24: 0.0055 - densor_loss_25: 0.0057 - densor_loss_26: 0.0053 - densor_loss_27: 0.0065 - densor_loss_28: 0.0072 - densor_loss_29: 0.0069 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 159/300\n",
      "60/60 [==============================] - 0s - loss: 4.4649 - densor_loss_1: 3.4878 - densor_loss_2: 0.6714 - densor_loss_3: 0.1239 - densor_loss_4: 0.0232 - densor_loss_5: 0.0142 - densor_loss_6: 0.0098 - densor_loss_7: 0.0085 - densor_loss_8: 0.0074 - densor_loss_9: 0.0066 - densor_loss_10: 0.0056 - densor_loss_11: 0.0056 - densor_loss_12: 0.0058 - densor_loss_13: 0.0051 - densor_loss_14: 0.0051 - densor_loss_15: 0.0056 - densor_loss_16: 0.0057 - densor_loss_17: 0.0054 - densor_loss_18: 0.0048 - densor_loss_19: 0.0053 - densor_loss_20: 0.0057 - densor_loss_21: 0.0051 - densor_loss_22: 0.0055 - densor_loss_23: 0.0051 - densor_loss_24: 0.0055 - densor_loss_25: 0.0057 - densor_loss_26: 0.0052 - densor_loss_27: 0.0064 - densor_loss_28: 0.0072 - densor_loss_29: 0.0068 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 160/300\n",
      "60/60 [==============================] - 0s - loss: 4.4621 - densor_loss_1: 3.4868 - densor_loss_2: 0.6706 - densor_loss_3: 0.1236 - densor_loss_4: 0.0231 - densor_loss_5: 0.0141 - densor_loss_6: 0.0098 - densor_loss_7: 0.0085 - densor_loss_8: 0.0074 - densor_loss_9: 0.0066 - densor_loss_10: 0.0056 - densor_loss_11: 0.0056 - densor_loss_12: 0.0057 - densor_loss_13: 0.0051 - densor_loss_14: 0.0050 - densor_loss_15: 0.0055 - densor_loss_16: 0.0056 - densor_loss_17: 0.0054 - densor_loss_18: 0.0047 - densor_loss_19: 0.0053 - densor_loss_20: 0.0057 - densor_loss_21: 0.0051 - densor_loss_22: 0.0055 - densor_loss_23: 0.0050 - densor_loss_24: 0.0055 - densor_loss_25: 0.0056 - densor_loss_26: 0.0052 - densor_loss_27: 0.0064 - densor_loss_28: 0.0072 - densor_loss_29: 0.0068 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 161/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.4592 - densor_loss_1: 3.4860 - densor_loss_2: 0.6696 - densor_loss_3: 0.1235 - densor_loss_4: 0.0230 - densor_loss_5: 0.0140 - densor_loss_6: 0.0097 - densor_loss_7: 0.0085 - densor_loss_8: 0.0074 - densor_loss_9: 0.0066 - densor_loss_10: 0.0055 - densor_loss_11: 0.0056 - densor_loss_12: 0.0057 - densor_loss_13: 0.0050 - densor_loss_14: 0.0050 - densor_loss_15: 0.0055 - densor_loss_16: 0.0056 - densor_loss_17: 0.0054 - densor_loss_18: 0.0047 - densor_loss_19: 0.0053 - densor_loss_20: 0.0057 - densor_loss_21: 0.0050 - densor_loss_22: 0.0054 - densor_loss_23: 0.0050 - densor_loss_24: 0.0055 - densor_loss_25: 0.0056 - densor_loss_26: 0.0052 - densor_loss_27: 0.0064 - densor_loss_28: 0.0071 - densor_loss_29: 0.0068 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 162/300\n",
      "60/60 [==============================] - 0s - loss: 4.4559 - densor_loss_1: 3.4850 - densor_loss_2: 0.6686 - densor_loss_3: 0.1231 - densor_loss_4: 0.0228 - densor_loss_5: 0.0139 - densor_loss_6: 0.0097 - densor_loss_7: 0.0084 - densor_loss_8: 0.0073 - densor_loss_9: 0.0065 - densor_loss_10: 0.0055 - densor_loss_11: 0.0056 - densor_loss_12: 0.0057 - densor_loss_13: 0.0050 - densor_loss_14: 0.0050 - densor_loss_15: 0.0055 - densor_loss_16: 0.0056 - densor_loss_17: 0.0054 - densor_loss_18: 0.0047 - densor_loss_19: 0.0053 - densor_loss_20: 0.0056 - densor_loss_21: 0.0050 - densor_loss_22: 0.0054 - densor_loss_23: 0.0050 - densor_loss_24: 0.0054 - densor_loss_25: 0.0056 - densor_loss_26: 0.0052 - densor_loss_27: 0.0064 - densor_loss_28: 0.0071 - densor_loss_29: 0.0067 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 163/300\n",
      "60/60 [==============================] - 0s - loss: 4.4533 - densor_loss_1: 3.4840 - densor_loss_2: 0.6678 - densor_loss_3: 0.1230 - densor_loss_4: 0.0227 - densor_loss_5: 0.0139 - densor_loss_6: 0.0096 - densor_loss_7: 0.0084 - densor_loss_8: 0.0073 - densor_loss_9: 0.0065 - densor_loss_10: 0.0055 - densor_loss_11: 0.0055 - densor_loss_12: 0.0057 - densor_loss_13: 0.0050 - densor_loss_14: 0.0050 - densor_loss_15: 0.0055 - densor_loss_16: 0.0056 - densor_loss_17: 0.0053 - densor_loss_18: 0.0047 - densor_loss_19: 0.0052 - densor_loss_20: 0.0056 - densor_loss_21: 0.0050 - densor_loss_22: 0.0054 - densor_loss_23: 0.0050 - densor_loss_24: 0.0054 - densor_loss_25: 0.0056 - densor_loss_26: 0.0051 - densor_loss_27: 0.0063 - densor_loss_28: 0.0070 - densor_loss_29: 0.0067 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 164/300\n",
      "60/60 [==============================] - 0s - loss: 4.4503 - densor_loss_1: 3.4831 - densor_loss_2: 0.6671 - densor_loss_3: 0.1226 - densor_loss_4: 0.0226 - densor_loss_5: 0.0138 - densor_loss_6: 0.0096 - densor_loss_7: 0.0083 - densor_loss_8: 0.0072 - densor_loss_9: 0.0065 - densor_loss_10: 0.0055 - densor_loss_11: 0.0055 - densor_loss_12: 0.0056 - densor_loss_13: 0.0050 - densor_loss_14: 0.0050 - densor_loss_15: 0.0054 - densor_loss_16: 0.0055 - densor_loss_17: 0.0053 - densor_loss_18: 0.0046 - densor_loss_19: 0.0052 - densor_loss_20: 0.0056 - densor_loss_21: 0.0050 - densor_loss_22: 0.0054 - densor_loss_23: 0.0049 - densor_loss_24: 0.0054 - densor_loss_25: 0.0055 - densor_loss_26: 0.0051 - densor_loss_27: 0.0063 - densor_loss_28: 0.0070 - densor_loss_29: 0.0067 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 165/300\n",
      "60/60 [==============================] - 0s - loss: 4.4475 - densor_loss_1: 3.4823 - densor_loss_2: 0.6661 - densor_loss_3: 0.1224 - densor_loss_4: 0.0225 - densor_loss_5: 0.0137 - densor_loss_6: 0.0095 - densor_loss_7: 0.0083 - densor_loss_8: 0.0072 - densor_loss_9: 0.0065 - densor_loss_10: 0.0054 - densor_loss_11: 0.0055 - densor_loss_12: 0.0056 - densor_loss_13: 0.0049 - densor_loss_14: 0.0049 - densor_loss_15: 0.0054 - densor_loss_16: 0.0055 - densor_loss_17: 0.0053 - densor_loss_18: 0.0046 - densor_loss_19: 0.0052 - densor_loss_20: 0.0055 - densor_loss_21: 0.0049 - densor_loss_22: 0.0053 - densor_loss_23: 0.0049 - densor_loss_24: 0.0054 - densor_loss_25: 0.0055 - densor_loss_26: 0.0051 - densor_loss_27: 0.0063 - densor_loss_28: 0.0070 - densor_loss_29: 0.0066 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 166/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.4446 - densor_loss_1: 3.4814 - densor_loss_2: 0.6654 - densor_loss_3: 0.1220 - densor_loss_4: 0.0224 - densor_loss_5: 0.0137 - densor_loss_6: 0.0095 - densor_loss_7: 0.0082 - densor_loss_8: 0.0072 - densor_loss_9: 0.0064 - densor_loss_10: 0.0054 - densor_loss_11: 0.0055 - densor_loss_12: 0.0056 - densor_loss_13: 0.0049 - densor_loss_14: 0.0049 - densor_loss_15: 0.0054 - densor_loss_16: 0.0055 - densor_loss_17: 0.0053 - densor_loss_18: 0.0046 - densor_loss_19: 0.0052 - densor_loss_20: 0.0055 - densor_loss_21: 0.0049 - densor_loss_22: 0.0053 - densor_loss_23: 0.0049 - densor_loss_24: 0.0053 - densor_loss_25: 0.0055 - densor_loss_26: 0.0051 - densor_loss_27: 0.0062 - densor_loss_28: 0.0070 - densor_loss_29: 0.0066 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 167/300\n",
      "60/60 [==============================] - 0s - loss: 4.4420 - densor_loss_1: 3.4805 - densor_loss_2: 0.6645 - densor_loss_3: 0.1219 - densor_loss_4: 0.0223 - densor_loss_5: 0.0136 - densor_loss_6: 0.0094 - densor_loss_7: 0.0082 - densor_loss_8: 0.0072 - densor_loss_9: 0.0064 - densor_loss_10: 0.0054 - densor_loss_11: 0.0054 - densor_loss_12: 0.0055 - densor_loss_13: 0.0049 - densor_loss_14: 0.0049 - densor_loss_15: 0.0054 - densor_loss_16: 0.0055 - densor_loss_17: 0.0052 - densor_loss_18: 0.0046 - densor_loss_19: 0.0051 - densor_loss_20: 0.0055 - densor_loss_21: 0.0049 - densor_loss_22: 0.0053 - densor_loss_23: 0.0049 - densor_loss_24: 0.0053 - densor_loss_25: 0.0055 - densor_loss_26: 0.0050 - densor_loss_27: 0.0062 - densor_loss_28: 0.0069 - densor_loss_29: 0.0066 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 168/300\n",
      "60/60 [==============================] - 0s - loss: 4.4389 - densor_loss_1: 3.4796 - densor_loss_2: 0.6636 - densor_loss_3: 0.1214 - densor_loss_4: 0.0222 - densor_loss_5: 0.0135 - densor_loss_6: 0.0094 - densor_loss_7: 0.0082 - densor_loss_8: 0.0071 - densor_loss_9: 0.0064 - densor_loss_10: 0.0054 - densor_loss_11: 0.0054 - densor_loss_12: 0.0055 - densor_loss_13: 0.0049 - densor_loss_14: 0.0048 - densor_loss_15: 0.0053 - densor_loss_16: 0.0054 - densor_loss_17: 0.0052 - densor_loss_18: 0.0046 - densor_loss_19: 0.0051 - densor_loss_20: 0.0055 - densor_loss_21: 0.0049 - densor_loss_22: 0.0053 - densor_loss_23: 0.0049 - densor_loss_24: 0.0053 - densor_loss_25: 0.0054 - densor_loss_26: 0.0050 - densor_loss_27: 0.0062 - densor_loss_28: 0.0069 - densor_loss_29: 0.0066 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 169/300\n",
      "60/60 [==============================] - 0s - loss: 4.4362 - densor_loss_1: 3.4788 - densor_loss_2: 0.6627 - densor_loss_3: 0.1213 - densor_loss_4: 0.0221 - densor_loss_5: 0.0135 - densor_loss_6: 0.0094 - densor_loss_7: 0.0081 - densor_loss_8: 0.0071 - densor_loss_9: 0.0063 - densor_loss_10: 0.0053 - densor_loss_11: 0.0054 - densor_loss_12: 0.0055 - densor_loss_13: 0.0049 - densor_loss_14: 0.0048 - densor_loss_15: 0.0053 - densor_loss_16: 0.0054 - densor_loss_17: 0.0052 - densor_loss_18: 0.0045 - densor_loss_19: 0.0051 - densor_loss_20: 0.0054 - densor_loss_21: 0.0048 - densor_loss_22: 0.0052 - densor_loss_23: 0.0048 - densor_loss_24: 0.0053 - densor_loss_25: 0.0054 - densor_loss_26: 0.0050 - densor_loss_27: 0.0062 - densor_loss_28: 0.0069 - densor_loss_29: 0.0065 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 170/300\n",
      "60/60 [==============================] - 0s - loss: 4.4334 - densor_loss_1: 3.4778 - densor_loss_2: 0.6619 - densor_loss_3: 0.1211 - densor_loss_4: 0.0219 - densor_loss_5: 0.0134 - densor_loss_6: 0.0093 - densor_loss_7: 0.0081 - densor_loss_8: 0.0071 - densor_loss_9: 0.0063 - densor_loss_10: 0.0053 - densor_loss_11: 0.0054 - densor_loss_12: 0.0055 - densor_loss_13: 0.0048 - densor_loss_14: 0.0048 - densor_loss_15: 0.0053 - densor_loss_16: 0.0054 - densor_loss_17: 0.0052 - densor_loss_18: 0.0045 - densor_loss_19: 0.0051 - densor_loss_20: 0.0054 - densor_loss_21: 0.0048 - densor_loss_22: 0.0052 - densor_loss_23: 0.0048 - densor_loss_24: 0.0052 - densor_loss_25: 0.0054 - densor_loss_26: 0.0050 - densor_loss_27: 0.0061 - densor_loss_28: 0.0068 - densor_loss_29: 0.0065 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 171/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.4308 - densor_loss_1: 3.4769 - densor_loss_2: 0.6613 - densor_loss_3: 0.1208 - densor_loss_4: 0.0218 - densor_loss_5: 0.0133 - densor_loss_6: 0.0093 - densor_loss_7: 0.0081 - densor_loss_8: 0.0070 - densor_loss_9: 0.0063 - densor_loss_10: 0.0053 - densor_loss_11: 0.0053 - densor_loss_12: 0.0054 - densor_loss_13: 0.0048 - densor_loss_14: 0.0048 - densor_loss_15: 0.0053 - densor_loss_16: 0.0054 - densor_loss_17: 0.0051 - densor_loss_18: 0.0045 - densor_loss_19: 0.0051 - densor_loss_20: 0.0054 - densor_loss_21: 0.0048 - densor_loss_22: 0.0052 - densor_loss_23: 0.0048 - densor_loss_24: 0.0052 - densor_loss_25: 0.0054 - densor_loss_26: 0.0049 - densor_loss_27: 0.0061 - densor_loss_28: 0.0068 - densor_loss_29: 0.0065 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 172/300\n",
      "60/60 [==============================] - 0s - loss: 4.4283 - densor_loss_1: 3.4761 - densor_loss_2: 0.6605 - densor_loss_3: 0.1206 - densor_loss_4: 0.0217 - densor_loss_5: 0.0133 - densor_loss_6: 0.0092 - densor_loss_7: 0.0080 - densor_loss_8: 0.0070 - densor_loss_9: 0.0063 - densor_loss_10: 0.0053 - densor_loss_11: 0.0053 - densor_loss_12: 0.0054 - densor_loss_13: 0.0048 - densor_loss_14: 0.0048 - densor_loss_15: 0.0052 - densor_loss_16: 0.0053 - densor_loss_17: 0.0051 - densor_loss_18: 0.0045 - densor_loss_19: 0.0050 - densor_loss_20: 0.0054 - densor_loss_21: 0.0048 - densor_loss_22: 0.0052 - densor_loss_23: 0.0048 - densor_loss_24: 0.0052 - densor_loss_25: 0.0053 - densor_loss_26: 0.0049 - densor_loss_27: 0.0061 - densor_loss_28: 0.0068 - densor_loss_29: 0.0064 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 173/300\n",
      "60/60 [==============================] - 0s - loss: 4.4253 - densor_loss_1: 3.4752 - densor_loss_2: 0.6595 - densor_loss_3: 0.1203 - densor_loss_4: 0.0216 - densor_loss_5: 0.0132 - densor_loss_6: 0.0092 - densor_loss_7: 0.0080 - densor_loss_8: 0.0070 - densor_loss_9: 0.0062 - densor_loss_10: 0.0052 - densor_loss_11: 0.0053 - densor_loss_12: 0.0054 - densor_loss_13: 0.0048 - densor_loss_14: 0.0047 - densor_loss_15: 0.0052 - densor_loss_16: 0.0053 - densor_loss_17: 0.0051 - densor_loss_18: 0.0044 - densor_loss_19: 0.0050 - densor_loss_20: 0.0053 - densor_loss_21: 0.0047 - densor_loss_22: 0.0051 - densor_loss_23: 0.0047 - densor_loss_24: 0.0052 - densor_loss_25: 0.0053 - densor_loss_26: 0.0049 - densor_loss_27: 0.0060 - densor_loss_28: 0.0067 - densor_loss_29: 0.0064 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 174/300\n",
      "60/60 [==============================] - 0s - loss: 4.4227 - densor_loss_1: 3.4744 - densor_loss_2: 0.6587 - densor_loss_3: 0.1201 - densor_loss_4: 0.0215 - densor_loss_5: 0.0132 - densor_loss_6: 0.0092 - densor_loss_7: 0.0079 - densor_loss_8: 0.0069 - densor_loss_9: 0.0062 - densor_loss_10: 0.0052 - densor_loss_11: 0.0053 - densor_loss_12: 0.0054 - densor_loss_13: 0.0047 - densor_loss_14: 0.0047 - densor_loss_15: 0.0052 - densor_loss_16: 0.0053 - densor_loss_17: 0.0051 - densor_loss_18: 0.0044 - densor_loss_19: 0.0050 - densor_loss_20: 0.0053 - densor_loss_21: 0.0047 - densor_loss_22: 0.0051 - densor_loss_23: 0.0047 - densor_loss_24: 0.0051 - densor_loss_25: 0.0053 - densor_loss_26: 0.0049 - densor_loss_27: 0.0060 - densor_loss_28: 0.0067 - densor_loss_29: 0.0064 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 175/300\n",
      "60/60 [==============================] - 0s - loss: 4.4203 - densor_loss_1: 3.4736 - densor_loss_2: 0.6580 - densor_loss_3: 0.1200 - densor_loss_4: 0.0214 - densor_loss_5: 0.0131 - densor_loss_6: 0.0091 - densor_loss_7: 0.0079 - densor_loss_8: 0.0069 - densor_loss_9: 0.0062 - densor_loss_10: 0.0052 - densor_loss_11: 0.0053 - densor_loss_12: 0.0053 - densor_loss_13: 0.0047 - densor_loss_14: 0.0047 - densor_loss_15: 0.0052 - densor_loss_16: 0.0052 - densor_loss_17: 0.0050 - densor_loss_18: 0.0044 - densor_loss_19: 0.0050 - densor_loss_20: 0.0053 - densor_loss_21: 0.0047 - densor_loss_22: 0.0051 - densor_loss_23: 0.0047 - densor_loss_24: 0.0051 - densor_loss_25: 0.0053 - densor_loss_26: 0.0049 - densor_loss_27: 0.0060 - densor_loss_28: 0.0067 - densor_loss_29: 0.0063 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 176/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.4177 - densor_loss_1: 3.4727 - densor_loss_2: 0.6572 - densor_loss_3: 0.1197 - densor_loss_4: 0.0213 - densor_loss_5: 0.0131 - densor_loss_6: 0.0091 - densor_loss_7: 0.0079 - densor_loss_8: 0.0069 - densor_loss_9: 0.0061 - densor_loss_10: 0.0052 - densor_loss_11: 0.0052 - densor_loss_12: 0.0053 - densor_loss_13: 0.0047 - densor_loss_14: 0.0047 - densor_loss_15: 0.0051 - densor_loss_16: 0.0052 - densor_loss_17: 0.0050 - densor_loss_18: 0.0044 - densor_loss_19: 0.0049 - densor_loss_20: 0.0053 - densor_loss_21: 0.0047 - densor_loss_22: 0.0051 - densor_loss_23: 0.0047 - densor_loss_24: 0.0051 - densor_loss_25: 0.0052 - densor_loss_26: 0.0048 - densor_loss_27: 0.0060 - densor_loss_28: 0.0066 - densor_loss_29: 0.0063 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 177/300\n",
      "60/60 [==============================] - 0s - loss: 4.4151 - densor_loss_1: 3.4719 - densor_loss_2: 0.6563 - densor_loss_3: 0.1196 - densor_loss_4: 0.0212 - densor_loss_5: 0.0130 - densor_loss_6: 0.0090 - densor_loss_7: 0.0078 - densor_loss_8: 0.0068 - densor_loss_9: 0.0061 - densor_loss_10: 0.0052 - densor_loss_11: 0.0052 - densor_loss_12: 0.0053 - densor_loss_13: 0.0047 - densor_loss_14: 0.0047 - densor_loss_15: 0.0051 - densor_loss_16: 0.0052 - densor_loss_17: 0.0050 - densor_loss_18: 0.0044 - densor_loss_19: 0.0049 - densor_loss_20: 0.0052 - densor_loss_21: 0.0047 - densor_loss_22: 0.0051 - densor_loss_23: 0.0047 - densor_loss_24: 0.0051 - densor_loss_25: 0.0052 - densor_loss_26: 0.0048 - densor_loss_27: 0.0059 - densor_loss_28: 0.0066 - densor_loss_29: 0.0063 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 178/300\n",
      "60/60 [==============================] - 0s - loss: 4.4125 - densor_loss_1: 3.4712 - densor_loss_2: 0.6555 - densor_loss_3: 0.1194 - densor_loss_4: 0.0211 - densor_loss_5: 0.0130 - densor_loss_6: 0.0090 - densor_loss_7: 0.0078 - densor_loss_8: 0.0068 - densor_loss_9: 0.0061 - densor_loss_10: 0.0051 - densor_loss_11: 0.0052 - densor_loss_12: 0.0053 - densor_loss_13: 0.0046 - densor_loss_14: 0.0046 - densor_loss_15: 0.0051 - densor_loss_16: 0.0052 - densor_loss_17: 0.0050 - densor_loss_18: 0.0043 - densor_loss_19: 0.0049 - densor_loss_20: 0.0052 - densor_loss_21: 0.0046 - densor_loss_22: 0.0050 - densor_loss_23: 0.0046 - densor_loss_24: 0.0051 - densor_loss_25: 0.0052 - densor_loss_26: 0.0048 - densor_loss_27: 0.0059 - densor_loss_28: 0.0066 - densor_loss_29: 0.0063 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 179/300\n",
      "60/60 [==============================] - 0s - loss: 4.4099 - densor_loss_1: 3.4704 - densor_loss_2: 0.6546 - densor_loss_3: 0.1192 - densor_loss_4: 0.0210 - densor_loss_5: 0.0129 - densor_loss_6: 0.0090 - densor_loss_7: 0.0078 - densor_loss_8: 0.0068 - densor_loss_9: 0.0061 - densor_loss_10: 0.0051 - densor_loss_11: 0.0052 - densor_loss_12: 0.0053 - densor_loss_13: 0.0046 - densor_loss_14: 0.0046 - densor_loss_15: 0.0051 - densor_loss_16: 0.0052 - densor_loss_17: 0.0050 - densor_loss_18: 0.0043 - densor_loss_19: 0.0049 - densor_loss_20: 0.0052 - densor_loss_21: 0.0046 - densor_loss_22: 0.0050 - densor_loss_23: 0.0046 - densor_loss_24: 0.0050 - densor_loss_25: 0.0052 - densor_loss_26: 0.0048 - densor_loss_27: 0.0059 - densor_loss_28: 0.0065 - densor_loss_29: 0.0062 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 180/300\n",
      "60/60 [==============================] - 0s - loss: 4.4074 - densor_loss_1: 3.4695 - densor_loss_2: 0.6542 - densor_loss_3: 0.1187 - densor_loss_4: 0.0209 - densor_loss_5: 0.0129 - densor_loss_6: 0.0089 - densor_loss_7: 0.0077 - densor_loss_8: 0.0067 - densor_loss_9: 0.0060 - densor_loss_10: 0.0051 - densor_loss_11: 0.0051 - densor_loss_12: 0.0052 - densor_loss_13: 0.0046 - densor_loss_14: 0.0046 - densor_loss_15: 0.0050 - densor_loss_16: 0.0051 - densor_loss_17: 0.0049 - densor_loss_18: 0.0043 - densor_loss_19: 0.0049 - densor_loss_20: 0.0052 - densor_loss_21: 0.0046 - densor_loss_22: 0.0050 - densor_loss_23: 0.0046 - densor_loss_24: 0.0050 - densor_loss_25: 0.0052 - densor_loss_26: 0.0048 - densor_loss_27: 0.0059 - densor_loss_28: 0.0065 - densor_loss_29: 0.0062 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 181/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.4049 - densor_loss_1: 3.4686 - densor_loss_2: 0.6535 - densor_loss_3: 0.1186 - densor_loss_4: 0.0208 - densor_loss_5: 0.0128 - densor_loss_6: 0.0089 - densor_loss_7: 0.0077 - densor_loss_8: 0.0067 - densor_loss_9: 0.0060 - densor_loss_10: 0.0051 - densor_loss_11: 0.0051 - densor_loss_12: 0.0052 - densor_loss_13: 0.0046 - densor_loss_14: 0.0046 - densor_loss_15: 0.0050 - densor_loss_16: 0.0051 - densor_loss_17: 0.0049 - densor_loss_18: 0.0043 - densor_loss_19: 0.0048 - densor_loss_20: 0.0052 - densor_loss_21: 0.0046 - densor_loss_22: 0.0050 - densor_loss_23: 0.0046 - densor_loss_24: 0.0050 - densor_loss_25: 0.0051 - densor_loss_26: 0.0047 - densor_loss_27: 0.0058 - densor_loss_28: 0.0065 - densor_loss_29: 0.0062 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 182/300\n",
      "60/60 [==============================] - 0s - loss: 4.4025 - densor_loss_1: 3.4677 - densor_loss_2: 0.6528 - densor_loss_3: 0.1185 - densor_loss_4: 0.0207 - densor_loss_5: 0.0128 - densor_loss_6: 0.0088 - densor_loss_7: 0.0076 - densor_loss_8: 0.0067 - densor_loss_9: 0.0060 - densor_loss_10: 0.0050 - densor_loss_11: 0.0051 - densor_loss_12: 0.0052 - densor_loss_13: 0.0046 - densor_loss_14: 0.0046 - densor_loss_15: 0.0050 - densor_loss_16: 0.0051 - densor_loss_17: 0.0049 - densor_loss_18: 0.0043 - densor_loss_19: 0.0048 - densor_loss_20: 0.0051 - densor_loss_21: 0.0045 - densor_loss_22: 0.0049 - densor_loss_23: 0.0046 - densor_loss_24: 0.0050 - densor_loss_25: 0.0051 - densor_loss_26: 0.0047 - densor_loss_27: 0.0058 - densor_loss_28: 0.0065 - densor_loss_29: 0.0061 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 183/300\n",
      "60/60 [==============================] - 0s - loss: 4.4002 - densor_loss_1: 3.4670 - densor_loss_2: 0.6520 - densor_loss_3: 0.1183 - densor_loss_4: 0.0206 - densor_loss_5: 0.0127 - densor_loss_6: 0.0088 - densor_loss_7: 0.0076 - densor_loss_8: 0.0067 - densor_loss_9: 0.0060 - densor_loss_10: 0.0050 - densor_loss_11: 0.0051 - densor_loss_12: 0.0052 - densor_loss_13: 0.0045 - densor_loss_14: 0.0046 - densor_loss_15: 0.0050 - densor_loss_16: 0.0051 - densor_loss_17: 0.0049 - densor_loss_18: 0.0042 - densor_loss_19: 0.0048 - densor_loss_20: 0.0051 - densor_loss_21: 0.0045 - densor_loss_22: 0.0049 - densor_loss_23: 0.0045 - densor_loss_24: 0.0049 - densor_loss_25: 0.0051 - densor_loss_26: 0.0047 - densor_loss_27: 0.0058 - densor_loss_28: 0.0064 - densor_loss_29: 0.0061 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 184/300\n",
      "60/60 [==============================] - 0s - loss: 4.3977 - densor_loss_1: 3.4662 - densor_loss_2: 0.6513 - densor_loss_3: 0.1181 - densor_loss_4: 0.0205 - densor_loss_5: 0.0127 - densor_loss_6: 0.0088 - densor_loss_7: 0.0076 - densor_loss_8: 0.0066 - densor_loss_9: 0.0059 - densor_loss_10: 0.0050 - densor_loss_11: 0.0051 - densor_loss_12: 0.0052 - densor_loss_13: 0.0045 - densor_loss_14: 0.0045 - densor_loss_15: 0.0050 - densor_loss_16: 0.0050 - densor_loss_17: 0.0048 - densor_loss_18: 0.0042 - densor_loss_19: 0.0048 - densor_loss_20: 0.0051 - densor_loss_21: 0.0045 - densor_loss_22: 0.0049 - densor_loss_23: 0.0045 - densor_loss_24: 0.0049 - densor_loss_25: 0.0051 - densor_loss_26: 0.0047 - densor_loss_27: 0.0058 - densor_loss_28: 0.0064 - densor_loss_29: 0.0061 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 185/300\n",
      "60/60 [==============================] - 0s - loss: 4.3954 - densor_loss_1: 3.4654 - densor_loss_2: 0.6508 - densor_loss_3: 0.1178 - densor_loss_4: 0.0204 - densor_loss_5: 0.0126 - densor_loss_6: 0.0087 - densor_loss_7: 0.0075 - densor_loss_8: 0.0066 - densor_loss_9: 0.0059 - densor_loss_10: 0.0050 - densor_loss_11: 0.0050 - densor_loss_12: 0.0051 - densor_loss_13: 0.0045 - densor_loss_14: 0.0045 - densor_loss_15: 0.0049 - densor_loss_16: 0.0050 - densor_loss_17: 0.0048 - densor_loss_18: 0.0042 - densor_loss_19: 0.0047 - densor_loss_20: 0.0051 - densor_loss_21: 0.0045 - densor_loss_22: 0.0049 - densor_loss_23: 0.0045 - densor_loss_24: 0.0049 - densor_loss_25: 0.0050 - densor_loss_26: 0.0047 - densor_loss_27: 0.0058 - densor_loss_28: 0.0064 - densor_loss_29: 0.0061 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 186/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.3927 - densor_loss_1: 3.4646 - densor_loss_2: 0.6500 - densor_loss_3: 0.1174 - densor_loss_4: 0.0203 - densor_loss_5: 0.0125 - densor_loss_6: 0.0087 - densor_loss_7: 0.0075 - densor_loss_8: 0.0066 - densor_loss_9: 0.0059 - densor_loss_10: 0.0050 - densor_loss_11: 0.0050 - densor_loss_12: 0.0051 - densor_loss_13: 0.0045 - densor_loss_14: 0.0045 - densor_loss_15: 0.0049 - densor_loss_16: 0.0050 - densor_loss_17: 0.0048 - densor_loss_18: 0.0042 - densor_loss_19: 0.0047 - densor_loss_20: 0.0050 - densor_loss_21: 0.0045 - densor_loss_22: 0.0049 - densor_loss_23: 0.0045 - densor_loss_24: 0.0049 - densor_loss_25: 0.0050 - densor_loss_26: 0.0046 - densor_loss_27: 0.0057 - densor_loss_28: 0.0064 - densor_loss_29: 0.0060 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 187/300\n",
      "60/60 [==============================] - 0s - loss: 4.3903 - densor_loss_1: 3.4638 - densor_loss_2: 0.6492 - densor_loss_3: 0.1172 - densor_loss_4: 0.0203 - densor_loss_5: 0.0125 - densor_loss_6: 0.0087 - densor_loss_7: 0.0075 - densor_loss_8: 0.0065 - densor_loss_9: 0.0059 - densor_loss_10: 0.0049 - densor_loss_11: 0.0050 - densor_loss_12: 0.0051 - densor_loss_13: 0.0045 - densor_loss_14: 0.0045 - densor_loss_15: 0.0049 - densor_loss_16: 0.0050 - densor_loss_17: 0.0048 - densor_loss_18: 0.0042 - densor_loss_19: 0.0047 - densor_loss_20: 0.0050 - densor_loss_21: 0.0044 - densor_loss_22: 0.0048 - densor_loss_23: 0.0045 - densor_loss_24: 0.0049 - densor_loss_25: 0.0050 - densor_loss_26: 0.0046 - densor_loss_27: 0.0057 - densor_loss_28: 0.0063 - densor_loss_29: 0.0060 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 188/300\n",
      "60/60 [==============================] - 0s - loss: 4.3879 - densor_loss_1: 3.4630 - densor_loss_2: 0.6486 - densor_loss_3: 0.1169 - densor_loss_4: 0.0202 - densor_loss_5: 0.0124 - densor_loss_6: 0.0086 - densor_loss_7: 0.0075 - densor_loss_8: 0.0065 - densor_loss_9: 0.0058 - densor_loss_10: 0.0049 - densor_loss_11: 0.0050 - densor_loss_12: 0.0051 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0049 - densor_loss_16: 0.0050 - densor_loss_17: 0.0048 - densor_loss_18: 0.0042 - densor_loss_19: 0.0047 - densor_loss_20: 0.0050 - densor_loss_21: 0.0044 - densor_loss_22: 0.0048 - densor_loss_23: 0.0044 - densor_loss_24: 0.0048 - densor_loss_25: 0.0050 - densor_loss_26: 0.0046 - densor_loss_27: 0.0057 - densor_loss_28: 0.0063 - densor_loss_29: 0.0060 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 189/300\n",
      "60/60 [==============================] - 0s - loss: 4.3856 - densor_loss_1: 3.4622 - densor_loss_2: 0.6480 - densor_loss_3: 0.1166 - densor_loss_4: 0.0201 - densor_loss_5: 0.0124 - densor_loss_6: 0.0086 - densor_loss_7: 0.0074 - densor_loss_8: 0.0065 - densor_loss_9: 0.0058 - densor_loss_10: 0.0049 - densor_loss_11: 0.0050 - densor_loss_12: 0.0050 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0049 - densor_loss_16: 0.0049 - densor_loss_17: 0.0047 - densor_loss_18: 0.0041 - densor_loss_19: 0.0047 - densor_loss_20: 0.0050 - densor_loss_21: 0.0044 - densor_loss_22: 0.0048 - densor_loss_23: 0.0044 - densor_loss_24: 0.0048 - densor_loss_25: 0.0050 - densor_loss_26: 0.0046 - densor_loss_27: 0.0057 - densor_loss_28: 0.0063 - densor_loss_29: 0.0059 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 190/300\n",
      "60/60 [==============================] - 0s - loss: 4.3834 - densor_loss_1: 3.4614 - densor_loss_2: 0.6473 - densor_loss_3: 0.1166 - densor_loss_4: 0.0201 - densor_loss_5: 0.0123 - densor_loss_6: 0.0086 - densor_loss_7: 0.0074 - densor_loss_8: 0.0065 - densor_loss_9: 0.0058 - densor_loss_10: 0.0049 - densor_loss_11: 0.0049 - densor_loss_12: 0.0050 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0048 - densor_loss_16: 0.0049 - densor_loss_17: 0.0047 - densor_loss_18: 0.0041 - densor_loss_19: 0.0047 - densor_loss_20: 0.0050 - densor_loss_21: 0.0044 - densor_loss_22: 0.0048 - densor_loss_23: 0.0044 - densor_loss_24: 0.0048 - densor_loss_25: 0.0049 - densor_loss_26: 0.0046 - densor_loss_27: 0.0056 - densor_loss_28: 0.0063 - densor_loss_29: 0.0059 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 191/300\n"
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      "60/60 [==============================] - 0s - loss: 4.3811 - densor_loss_1: 3.4606 - densor_loss_2: 0.6468 - densor_loss_3: 0.1162 - densor_loss_4: 0.0200 - densor_loss_5: 0.0123 - densor_loss_6: 0.0085 - densor_loss_7: 0.0074 - densor_loss_8: 0.0064 - densor_loss_9: 0.0058 - densor_loss_10: 0.0049 - densor_loss_11: 0.0049 - densor_loss_12: 0.0050 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0048 - densor_loss_16: 0.0049 - densor_loss_17: 0.0047 - densor_loss_18: 0.0041 - densor_loss_19: 0.0046 - densor_loss_20: 0.0049 - densor_loss_21: 0.0044 - densor_loss_22: 0.0048 - densor_loss_23: 0.0044 - densor_loss_24: 0.0048 - densor_loss_25: 0.0049 - densor_loss_26: 0.0045 - densor_loss_27: 0.0056 - densor_loss_28: 0.0062 - densor_loss_29: 0.0059 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 192/300\n",
      "60/60 [==============================] - 0s - loss: 4.3790 - densor_loss_1: 3.4598 - densor_loss_2: 0.6461 - densor_loss_3: 0.1162 - densor_loss_4: 0.0199 - densor_loss_5: 0.0123 - densor_loss_6: 0.0085 - densor_loss_7: 0.0073 - densor_loss_8: 0.0064 - densor_loss_9: 0.0057 - densor_loss_10: 0.0048 - densor_loss_11: 0.0049 - densor_loss_12: 0.0050 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0048 - densor_loss_16: 0.0049 - densor_loss_17: 0.0047 - densor_loss_18: 0.0041 - densor_loss_19: 0.0046 - densor_loss_20: 0.0049 - densor_loss_21: 0.0043 - densor_loss_22: 0.0047 - densor_loss_23: 0.0044 - densor_loss_24: 0.0048 - densor_loss_25: 0.0049 - densor_loss_26: 0.0045 - densor_loss_27: 0.0056 - densor_loss_28: 0.0062 - densor_loss_29: 0.0059 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 193/300\n",
      "60/60 [==============================] - 0s - loss: 4.3766 - densor_loss_1: 3.4591 - densor_loss_2: 0.6454 - densor_loss_3: 0.1160 - densor_loss_4: 0.0198 - densor_loss_5: 0.0122 - densor_loss_6: 0.0085 - densor_loss_7: 0.0073 - densor_loss_8: 0.0064 - densor_loss_9: 0.0057 - densor_loss_10: 0.0048 - densor_loss_11: 0.0049 - densor_loss_12: 0.0050 - densor_loss_13: 0.0044 - densor_loss_14: 0.0044 - densor_loss_15: 0.0048 - densor_loss_16: 0.0049 - densor_loss_17: 0.0047 - densor_loss_18: 0.0041 - densor_loss_19: 0.0046 - densor_loss_20: 0.0049 - densor_loss_21: 0.0043 - densor_loss_22: 0.0047 - densor_loss_23: 0.0044 - densor_loss_24: 0.0047 - densor_loss_25: 0.0049 - densor_loss_26: 0.0045 - densor_loss_27: 0.0056 - densor_loss_28: 0.0062 - densor_loss_29: 0.0059 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 194/300\n",
      "60/60 [==============================] - 0s - loss: 4.3747 - densor_loss_1: 3.4583 - densor_loss_2: 0.6448 - densor_loss_3: 0.1160 - densor_loss_4: 0.0197 - densor_loss_5: 0.0121 - densor_loss_6: 0.0084 - densor_loss_7: 0.0073 - densor_loss_8: 0.0063 - densor_loss_9: 0.0057 - densor_loss_10: 0.0048 - densor_loss_11: 0.0049 - densor_loss_12: 0.0049 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0048 - densor_loss_17: 0.0046 - densor_loss_18: 0.0041 - densor_loss_19: 0.0046 - densor_loss_20: 0.0049 - densor_loss_21: 0.0043 - densor_loss_22: 0.0047 - densor_loss_23: 0.0043 - densor_loss_24: 0.0047 - densor_loss_25: 0.0049 - densor_loss_26: 0.0045 - densor_loss_27: 0.0055 - densor_loss_28: 0.0062 - densor_loss_29: 0.0058 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 195/300\n",
      "60/60 [==============================] - 0s - loss: 4.3721 - densor_loss_1: 3.4576 - densor_loss_2: 0.6441 - densor_loss_3: 0.1156 - densor_loss_4: 0.0196 - densor_loss_5: 0.0121 - densor_loss_6: 0.0084 - densor_loss_7: 0.0072 - densor_loss_8: 0.0063 - densor_loss_9: 0.0057 - densor_loss_10: 0.0048 - densor_loss_11: 0.0048 - densor_loss_12: 0.0049 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0048 - densor_loss_17: 0.0046 - densor_loss_18: 0.0040 - densor_loss_19: 0.0046 - densor_loss_20: 0.0049 - densor_loss_21: 0.0043 - densor_loss_22: 0.0047 - densor_loss_23: 0.0043 - densor_loss_24: 0.0047 - densor_loss_25: 0.0048 - densor_loss_26: 0.0045 - densor_loss_27: 0.0055 - densor_loss_28: 0.0061 - densor_loss_29: 0.0058 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 196/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.3701 - densor_loss_1: 3.4569 - densor_loss_2: 0.6436 - densor_loss_3: 0.1154 - densor_loss_4: 0.0196 - densor_loss_5: 0.0120 - densor_loss_6: 0.0084 - densor_loss_7: 0.0072 - densor_loss_8: 0.0063 - densor_loss_9: 0.0057 - densor_loss_10: 0.0048 - densor_loss_11: 0.0048 - densor_loss_12: 0.0049 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0048 - densor_loss_17: 0.0046 - densor_loss_18: 0.0040 - densor_loss_19: 0.0045 - densor_loss_20: 0.0048 - densor_loss_21: 0.0043 - densor_loss_22: 0.0047 - densor_loss_23: 0.0043 - densor_loss_24: 0.0047 - densor_loss_25: 0.0048 - densor_loss_26: 0.0044 - densor_loss_27: 0.0055 - densor_loss_28: 0.0061 - densor_loss_29: 0.0058 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 197/300\n",
      "60/60 [==============================] - 0s - loss: 4.3677 - densor_loss_1: 3.4561 - densor_loss_2: 0.6429 - densor_loss_3: 0.1151 - densor_loss_4: 0.0195 - densor_loss_5: 0.0120 - densor_loss_6: 0.0083 - densor_loss_7: 0.0072 - densor_loss_8: 0.0063 - densor_loss_9: 0.0056 - densor_loss_10: 0.0047 - densor_loss_11: 0.0048 - densor_loss_12: 0.0049 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0048 - densor_loss_17: 0.0046 - densor_loss_18: 0.0040 - densor_loss_19: 0.0045 - densor_loss_20: 0.0048 - densor_loss_21: 0.0043 - densor_loss_22: 0.0046 - densor_loss_23: 0.0043 - densor_loss_24: 0.0047 - densor_loss_25: 0.0048 - densor_loss_26: 0.0044 - densor_loss_27: 0.0055 - densor_loss_28: 0.0061 - densor_loss_29: 0.0058 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 198/300\n",
      "60/60 [==============================] - 0s - loss: 4.3655 - densor_loss_1: 3.4553 - densor_loss_2: 0.6421 - densor_loss_3: 0.1151 - densor_loss_4: 0.0194 - densor_loss_5: 0.0119 - densor_loss_6: 0.0083 - densor_loss_7: 0.0071 - densor_loss_8: 0.0062 - densor_loss_9: 0.0056 - densor_loss_10: 0.0047 - densor_loss_11: 0.0048 - densor_loss_12: 0.0049 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0048 - densor_loss_17: 0.0046 - densor_loss_18: 0.0040 - densor_loss_19: 0.0045 - densor_loss_20: 0.0048 - densor_loss_21: 0.0042 - densor_loss_22: 0.0046 - densor_loss_23: 0.0043 - densor_loss_24: 0.0046 - densor_loss_25: 0.0048 - densor_loss_26: 0.0044 - densor_loss_27: 0.0055 - densor_loss_28: 0.0061 - densor_loss_29: 0.0057 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 199/300\n",
      "60/60 [==============================] - 0s - loss: 4.3632 - densor_loss_1: 3.4546 - densor_loss_2: 0.6414 - densor_loss_3: 0.1148 - densor_loss_4: 0.0193 - densor_loss_5: 0.0119 - densor_loss_6: 0.0083 - densor_loss_7: 0.0071 - densor_loss_8: 0.0062 - densor_loss_9: 0.0056 - densor_loss_10: 0.0047 - densor_loss_11: 0.0047 - densor_loss_12: 0.0048 - densor_loss_13: 0.0043 - densor_loss_14: 0.0043 - densor_loss_15: 0.0047 - densor_loss_16: 0.0047 - densor_loss_17: 0.0045 - densor_loss_18: 0.0040 - densor_loss_19: 0.0045 - densor_loss_20: 0.0048 - densor_loss_21: 0.0042 - densor_loss_22: 0.0046 - densor_loss_23: 0.0042 - densor_loss_24: 0.0046 - densor_loss_25: 0.0048 - densor_loss_26: 0.0044 - densor_loss_27: 0.0054 - densor_loss_28: 0.0060 - densor_loss_29: 0.0057 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 200/300\n",
      "60/60 [==============================] - 0s - loss: 4.3613 - densor_loss_1: 3.4539 - densor_loss_2: 0.6409 - densor_loss_3: 0.1147 - densor_loss_4: 0.0193 - densor_loss_5: 0.0118 - densor_loss_6: 0.0082 - densor_loss_7: 0.0071 - densor_loss_8: 0.0062 - densor_loss_9: 0.0056 - densor_loss_10: 0.0047 - densor_loss_11: 0.0047 - densor_loss_12: 0.0048 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0046 - densor_loss_16: 0.0047 - densor_loss_17: 0.0045 - densor_loss_18: 0.0040 - densor_loss_19: 0.0045 - densor_loss_20: 0.0048 - densor_loss_21: 0.0042 - densor_loss_22: 0.0046 - densor_loss_23: 0.0042 - densor_loss_24: 0.0046 - densor_loss_25: 0.0047 - densor_loss_26: 0.0044 - densor_loss_27: 0.0054 - densor_loss_28: 0.0060 - densor_loss_29: 0.0057 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 201/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.3594 - densor_loss_1: 3.4534 - densor_loss_2: 0.6401 - densor_loss_3: 0.1147 - densor_loss_4: 0.0192 - densor_loss_5: 0.0118 - densor_loss_6: 0.0082 - densor_loss_7: 0.0071 - densor_loss_8: 0.0062 - densor_loss_9: 0.0055 - densor_loss_10: 0.0047 - densor_loss_11: 0.0047 - densor_loss_12: 0.0048 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0046 - densor_loss_16: 0.0047 - densor_loss_17: 0.0045 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0047 - densor_loss_21: 0.0042 - densor_loss_22: 0.0046 - densor_loss_23: 0.0042 - densor_loss_24: 0.0046 - densor_loss_25: 0.0047 - densor_loss_26: 0.0044 - densor_loss_27: 0.0054 - densor_loss_28: 0.0060 - densor_loss_29: 0.0057 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 202/300\n",
      "60/60 [==============================] - 0s - loss: 4.3570 - densor_loss_1: 3.4526 - densor_loss_2: 0.6396 - densor_loss_3: 0.1143 - densor_loss_4: 0.0191 - densor_loss_5: 0.0118 - densor_loss_6: 0.0082 - densor_loss_7: 0.0070 - densor_loss_8: 0.0062 - densor_loss_9: 0.0055 - densor_loss_10: 0.0046 - densor_loss_11: 0.0047 - densor_loss_12: 0.0048 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0046 - densor_loss_16: 0.0047 - densor_loss_17: 0.0045 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0047 - densor_loss_21: 0.0042 - densor_loss_22: 0.0045 - densor_loss_23: 0.0042 - densor_loss_24: 0.0046 - densor_loss_25: 0.0047 - densor_loss_26: 0.0043 - densor_loss_27: 0.0054 - densor_loss_28: 0.0059 - densor_loss_29: 0.0056 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 203/300\n",
      "60/60 [==============================] - 0s - loss: 4.3550 - densor_loss_1: 3.4518 - densor_loss_2: 0.6390 - densor_loss_3: 0.1142 - densor_loss_4: 0.0190 - densor_loss_5: 0.0117 - densor_loss_6: 0.0081 - densor_loss_7: 0.0070 - densor_loss_8: 0.0061 - densor_loss_9: 0.0055 - densor_loss_10: 0.0046 - densor_loss_11: 0.0047 - densor_loss_12: 0.0048 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0046 - densor_loss_16: 0.0047 - densor_loss_17: 0.0045 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0047 - densor_loss_21: 0.0041 - densor_loss_22: 0.0045 - densor_loss_23: 0.0042 - densor_loss_24: 0.0045 - densor_loss_25: 0.0047 - densor_loss_26: 0.0043 - densor_loss_27: 0.0054 - densor_loss_28: 0.0059 - densor_loss_29: 0.0056 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 204/300\n",
      "60/60 [==============================] - 0s - loss: 4.3529 - densor_loss_1: 3.4511 - densor_loss_2: 0.6384 - densor_loss_3: 0.1139 - densor_loss_4: 0.0189 - densor_loss_5: 0.0117 - densor_loss_6: 0.0081 - densor_loss_7: 0.0070 - densor_loss_8: 0.0061 - densor_loss_9: 0.0055 - densor_loss_10: 0.0046 - densor_loss_11: 0.0047 - densor_loss_12: 0.0047 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0046 - densor_loss_16: 0.0046 - densor_loss_17: 0.0045 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0047 - densor_loss_21: 0.0041 - densor_loss_22: 0.0045 - densor_loss_23: 0.0042 - densor_loss_24: 0.0045 - densor_loss_25: 0.0047 - densor_loss_26: 0.0043 - densor_loss_27: 0.0053 - densor_loss_28: 0.0059 - densor_loss_29: 0.0056 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 205/300\n",
      "60/60 [==============================] - 0s - loss: 4.3508 - densor_loss_1: 3.4504 - densor_loss_2: 0.6378 - densor_loss_3: 0.1138 - densor_loss_4: 0.0188 - densor_loss_5: 0.0116 - densor_loss_6: 0.0081 - densor_loss_7: 0.0069 - densor_loss_8: 0.0061 - densor_loss_9: 0.0055 - densor_loss_10: 0.0046 - densor_loss_11: 0.0046 - densor_loss_12: 0.0047 - densor_loss_13: 0.0042 - densor_loss_14: 0.0042 - densor_loss_15: 0.0045 - densor_loss_16: 0.0046 - densor_loss_17: 0.0044 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0047 - densor_loss_21: 0.0041 - densor_loss_22: 0.0045 - densor_loss_23: 0.0041 - densor_loss_24: 0.0045 - densor_loss_25: 0.0047 - densor_loss_26: 0.0043 - densor_loss_27: 0.0053 - densor_loss_28: 0.0059 - densor_loss_29: 0.0056 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 206/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.3488 - densor_loss_1: 3.4497 - densor_loss_2: 0.6374 - densor_loss_3: 0.1135 - densor_loss_4: 0.0188 - densor_loss_5: 0.0116 - densor_loss_6: 0.0081 - densor_loss_7: 0.0069 - densor_loss_8: 0.0060 - densor_loss_9: 0.0054 - densor_loss_10: 0.0046 - densor_loss_11: 0.0046 - densor_loss_12: 0.0047 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0045 - densor_loss_16: 0.0046 - densor_loss_17: 0.0044 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0046 - densor_loss_21: 0.0041 - densor_loss_22: 0.0045 - densor_loss_23: 0.0041 - densor_loss_24: 0.0045 - densor_loss_25: 0.0046 - densor_loss_26: 0.0043 - densor_loss_27: 0.0053 - densor_loss_28: 0.0058 - densor_loss_29: 0.0055 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 207/300\n",
      "60/60 [==============================] - 0s - loss: 4.3472 - densor_loss_1: 3.4490 - densor_loss_2: 0.6369 - densor_loss_3: 0.1136 - densor_loss_4: 0.0187 - densor_loss_5: 0.0115 - densor_loss_6: 0.0080 - densor_loss_7: 0.0069 - densor_loss_8: 0.0060 - densor_loss_9: 0.0054 - densor_loss_10: 0.0046 - densor_loss_11: 0.0046 - densor_loss_12: 0.0047 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0045 - densor_loss_16: 0.0046 - densor_loss_17: 0.0044 - densor_loss_18: 0.0039 - densor_loss_19: 0.0044 - densor_loss_20: 0.0046 - densor_loss_21: 0.0041 - densor_loss_22: 0.0045 - densor_loss_23: 0.0041 - densor_loss_24: 0.0045 - densor_loss_25: 0.0046 - densor_loss_26: 0.0043 - densor_loss_27: 0.0053 - densor_loss_28: 0.0058 - densor_loss_29: 0.0055 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 208/300\n",
      "60/60 [==============================] - 0s - loss: 4.3448 - densor_loss_1: 3.4482 - densor_loss_2: 0.6364 - densor_loss_3: 0.1132 - densor_loss_4: 0.0186 - densor_loss_5: 0.0115 - densor_loss_6: 0.0080 - densor_loss_7: 0.0068 - densor_loss_8: 0.0060 - densor_loss_9: 0.0054 - densor_loss_10: 0.0045 - densor_loss_11: 0.0046 - densor_loss_12: 0.0047 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0045 - densor_loss_16: 0.0046 - densor_loss_17: 0.0044 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0046 - densor_loss_21: 0.0041 - densor_loss_22: 0.0044 - densor_loss_23: 0.0041 - densor_loss_24: 0.0045 - densor_loss_25: 0.0046 - densor_loss_26: 0.0042 - densor_loss_27: 0.0053 - densor_loss_28: 0.0058 - densor_loss_29: 0.0055 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 209/300\n",
      "60/60 [==============================] - 0s - loss: 4.3428 - densor_loss_1: 3.4476 - densor_loss_2: 0.6355 - densor_loss_3: 0.1132 - densor_loss_4: 0.0185 - densor_loss_5: 0.0114 - densor_loss_6: 0.0080 - densor_loss_7: 0.0068 - densor_loss_8: 0.0060 - densor_loss_9: 0.0054 - densor_loss_10: 0.0045 - densor_loss_11: 0.0046 - densor_loss_12: 0.0047 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0045 - densor_loss_16: 0.0045 - densor_loss_17: 0.0044 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0046 - densor_loss_21: 0.0040 - densor_loss_22: 0.0044 - densor_loss_23: 0.0041 - densor_loss_24: 0.0044 - densor_loss_25: 0.0046 - densor_loss_26: 0.0042 - densor_loss_27: 0.0052 - densor_loss_28: 0.0058 - densor_loss_29: 0.0055 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 210/300\n",
      "60/60 [==============================] - 0s - loss: 4.3409 - densor_loss_1: 3.4469 - densor_loss_2: 0.6352 - densor_loss_3: 0.1129 - densor_loss_4: 0.0185 - densor_loss_5: 0.0114 - densor_loss_6: 0.0079 - densor_loss_7: 0.0068 - densor_loss_8: 0.0059 - densor_loss_9: 0.0054 - densor_loss_10: 0.0045 - densor_loss_11: 0.0046 - densor_loss_12: 0.0046 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0045 - densor_loss_16: 0.0045 - densor_loss_17: 0.0043 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0046 - densor_loss_21: 0.0040 - densor_loss_22: 0.0044 - densor_loss_23: 0.0041 - densor_loss_24: 0.0044 - densor_loss_25: 0.0046 - densor_loss_26: 0.0042 - densor_loss_27: 0.0052 - densor_loss_28: 0.0058 - densor_loss_29: 0.0054 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 211/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.3387 - densor_loss_1: 3.4463 - densor_loss_2: 0.6344 - densor_loss_3: 0.1127 - densor_loss_4: 0.0184 - densor_loss_5: 0.0114 - densor_loss_6: 0.0079 - densor_loss_7: 0.0068 - densor_loss_8: 0.0059 - densor_loss_9: 0.0053 - densor_loss_10: 0.0045 - densor_loss_11: 0.0046 - densor_loss_12: 0.0046 - densor_loss_13: 0.0041 - densor_loss_14: 0.0041 - densor_loss_15: 0.0044 - densor_loss_16: 0.0045 - densor_loss_17: 0.0043 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0046 - densor_loss_21: 0.0040 - densor_loss_22: 0.0044 - densor_loss_23: 0.0041 - densor_loss_24: 0.0044 - densor_loss_25: 0.0045 - densor_loss_26: 0.0042 - densor_loss_27: 0.0052 - densor_loss_28: 0.0057 - densor_loss_29: 0.0054 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 212/300\n",
      "60/60 [==============================] - 0s - loss: 4.3368 - densor_loss_1: 3.4456 - densor_loss_2: 0.6339 - densor_loss_3: 0.1125 - densor_loss_4: 0.0183 - densor_loss_5: 0.0113 - densor_loss_6: 0.0079 - densor_loss_7: 0.0067 - densor_loss_8: 0.0059 - densor_loss_9: 0.0053 - densor_loss_10: 0.0045 - densor_loss_11: 0.0045 - densor_loss_12: 0.0046 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0044 - densor_loss_16: 0.0045 - densor_loss_17: 0.0043 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0045 - densor_loss_21: 0.0040 - densor_loss_22: 0.0044 - densor_loss_23: 0.0040 - densor_loss_24: 0.0044 - densor_loss_25: 0.0045 - densor_loss_26: 0.0042 - densor_loss_27: 0.0052 - densor_loss_28: 0.0057 - densor_loss_29: 0.0054 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 213/300\n",
      "60/60 [==============================] - 0s - loss: 4.3348 - densor_loss_1: 3.4449 - densor_loss_2: 0.6334 - densor_loss_3: 0.1123 - densor_loss_4: 0.0182 - densor_loss_5: 0.0113 - densor_loss_6: 0.0079 - densor_loss_7: 0.0067 - densor_loss_8: 0.0059 - densor_loss_9: 0.0053 - densor_loss_10: 0.0045 - densor_loss_11: 0.0045 - densor_loss_12: 0.0046 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0044 - densor_loss_16: 0.0045 - densor_loss_17: 0.0043 - densor_loss_18: 0.0038 - densor_loss_19: 0.0043 - densor_loss_20: 0.0045 - densor_loss_21: 0.0040 - densor_loss_22: 0.0044 - densor_loss_23: 0.0040 - densor_loss_24: 0.0044 - densor_loss_25: 0.0045 - densor_loss_26: 0.0042 - densor_loss_27: 0.0051 - densor_loss_28: 0.0057 - densor_loss_29: 0.0054 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 214/300\n",
      "60/60 [==============================] - 0s - loss: 4.3329 - densor_loss_1: 3.4442 - densor_loss_2: 0.6329 - densor_loss_3: 0.1122 - densor_loss_4: 0.0182 - densor_loss_5: 0.0112 - densor_loss_6: 0.0078 - densor_loss_7: 0.0067 - densor_loss_8: 0.0059 - densor_loss_9: 0.0053 - densor_loss_10: 0.0044 - densor_loss_11: 0.0045 - densor_loss_12: 0.0046 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0044 - densor_loss_16: 0.0045 - densor_loss_17: 0.0043 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0045 - densor_loss_21: 0.0040 - densor_loss_22: 0.0043 - densor_loss_23: 0.0040 - densor_loss_24: 0.0044 - densor_loss_25: 0.0045 - densor_loss_26: 0.0041 - densor_loss_27: 0.0051 - densor_loss_28: 0.0057 - densor_loss_29: 0.0054 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 215/300\n",
      "60/60 [==============================] - 0s - loss: 4.3313 - densor_loss_1: 3.4436 - densor_loss_2: 0.6325 - densor_loss_3: 0.1120 - densor_loss_4: 0.0181 - densor_loss_5: 0.0112 - densor_loss_6: 0.0078 - densor_loss_7: 0.0067 - densor_loss_8: 0.0058 - densor_loss_9: 0.0053 - densor_loss_10: 0.0044 - densor_loss_11: 0.0045 - densor_loss_12: 0.0046 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0044 - densor_loss_16: 0.0044 - densor_loss_17: 0.0043 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0045 - densor_loss_21: 0.0040 - densor_loss_22: 0.0043 - densor_loss_23: 0.0040 - densor_loss_24: 0.0043 - densor_loss_25: 0.0045 - densor_loss_26: 0.0041 - densor_loss_27: 0.0051 - densor_loss_28: 0.0057 - densor_loss_29: 0.0053 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 216/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.3292 - densor_loss_1: 3.4429 - densor_loss_2: 0.6319 - densor_loss_3: 0.1118 - densor_loss_4: 0.0180 - densor_loss_5: 0.0112 - densor_loss_6: 0.0078 - densor_loss_7: 0.0066 - densor_loss_8: 0.0058 - densor_loss_9: 0.0052 - densor_loss_10: 0.0044 - densor_loss_11: 0.0045 - densor_loss_12: 0.0045 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0044 - densor_loss_16: 0.0044 - densor_loss_17: 0.0042 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0045 - densor_loss_21: 0.0039 - densor_loss_22: 0.0043 - densor_loss_23: 0.0040 - densor_loss_24: 0.0043 - densor_loss_25: 0.0044 - densor_loss_26: 0.0041 - densor_loss_27: 0.0051 - densor_loss_28: 0.0056 - densor_loss_29: 0.0053 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 217/300\n",
      "60/60 [==============================] - 0s - loss: 4.3272 - densor_loss_1: 3.4422 - densor_loss_2: 0.6314 - densor_loss_3: 0.1116 - densor_loss_4: 0.0179 - densor_loss_5: 0.0111 - densor_loss_6: 0.0077 - densor_loss_7: 0.0066 - densor_loss_8: 0.0058 - densor_loss_9: 0.0052 - densor_loss_10: 0.0044 - densor_loss_11: 0.0045 - densor_loss_12: 0.0045 - densor_loss_13: 0.0040 - densor_loss_14: 0.0040 - densor_loss_15: 0.0043 - densor_loss_16: 0.0044 - densor_loss_17: 0.0042 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0045 - densor_loss_21: 0.0039 - densor_loss_22: 0.0043 - densor_loss_23: 0.0040 - densor_loss_24: 0.0043 - densor_loss_25: 0.0044 - densor_loss_26: 0.0041 - densor_loss_27: 0.0051 - densor_loss_28: 0.0056 - densor_loss_29: 0.0053 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 218/300\n",
      "60/60 [==============================] - 0s - loss: 4.3252 - densor_loss_1: 3.4415 - densor_loss_2: 0.6308 - densor_loss_3: 0.1114 - densor_loss_4: 0.0179 - densor_loss_5: 0.0111 - densor_loss_6: 0.0077 - densor_loss_7: 0.0066 - densor_loss_8: 0.0058 - densor_loss_9: 0.0052 - densor_loss_10: 0.0044 - densor_loss_11: 0.0044 - densor_loss_12: 0.0045 - densor_loss_13: 0.0039 - densor_loss_14: 0.0040 - densor_loss_15: 0.0043 - densor_loss_16: 0.0044 - densor_loss_17: 0.0042 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0044 - densor_loss_21: 0.0039 - densor_loss_22: 0.0043 - densor_loss_23: 0.0039 - densor_loss_24: 0.0043 - densor_loss_25: 0.0044 - densor_loss_26: 0.0041 - densor_loss_27: 0.0051 - densor_loss_28: 0.0056 - densor_loss_29: 0.0053 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00         \n",
      "Epoch 219/300\n",
      "60/60 [==============================] - 0s - loss: 4.3236 - densor_loss_1: 3.4409 - densor_loss_2: 0.6305 - densor_loss_3: 0.1112 - densor_loss_4: 0.0178 - densor_loss_5: 0.0110 - densor_loss_6: 0.0077 - densor_loss_7: 0.0065 - densor_loss_8: 0.0058 - densor_loss_9: 0.0052 - densor_loss_10: 0.0044 - densor_loss_11: 0.0044 - densor_loss_12: 0.0045 - densor_loss_13: 0.0039 - densor_loss_14: 0.0040 - densor_loss_15: 0.0043 - densor_loss_16: 0.0044 - densor_loss_17: 0.0042 - densor_loss_18: 0.0037 - densor_loss_19: 0.0042 - densor_loss_20: 0.0044 - densor_loss_21: 0.0039 - densor_loss_22: 0.0043 - densor_loss_23: 0.0039 - densor_loss_24: 0.0043 - densor_loss_25: 0.0044 - densor_loss_26: 0.0041 - densor_loss_27: 0.0050 - densor_loss_28: 0.0056 - densor_loss_29: 0.0053 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 220/300\n",
      "60/60 [==============================] - 0s - loss: 4.3218 - densor_loss_1: 3.4403 - densor_loss_2: 0.6300 - densor_loss_3: 0.1110 - densor_loss_4: 0.0177 - densor_loss_5: 0.0110 - densor_loss_6: 0.0077 - densor_loss_7: 0.0065 - densor_loss_8: 0.0057 - densor_loss_9: 0.0052 - densor_loss_10: 0.0043 - densor_loss_11: 0.0044 - densor_loss_12: 0.0045 - densor_loss_13: 0.0039 - densor_loss_14: 0.0039 - densor_loss_15: 0.0043 - densor_loss_16: 0.0044 - densor_loss_17: 0.0042 - densor_loss_18: 0.0037 - densor_loss_19: 0.0041 - densor_loss_20: 0.0044 - densor_loss_21: 0.0039 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0043 - densor_loss_25: 0.0044 - densor_loss_26: 0.0041 - densor_loss_27: 0.0050 - densor_loss_28: 0.0056 - densor_loss_29: 0.0052 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 221/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.3198 - densor_loss_1: 3.4396 - densor_loss_2: 0.6293 - densor_loss_3: 0.1110 - densor_loss_4: 0.0177 - densor_loss_5: 0.0110 - densor_loss_6: 0.0076 - densor_loss_7: 0.0065 - densor_loss_8: 0.0057 - densor_loss_9: 0.0051 - densor_loss_10: 0.0043 - densor_loss_11: 0.0044 - densor_loss_12: 0.0044 - densor_loss_13: 0.0039 - densor_loss_14: 0.0039 - densor_loss_15: 0.0043 - densor_loss_16: 0.0043 - densor_loss_17: 0.0042 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0044 - densor_loss_21: 0.0039 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0042 - densor_loss_25: 0.0044 - densor_loss_26: 0.0040 - densor_loss_27: 0.0050 - densor_loss_28: 0.0055 - densor_loss_29: 0.0052 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 222/300\n",
      "60/60 [==============================] - 0s - loss: 4.3181 - densor_loss_1: 3.4390 - densor_loss_2: 0.6290 - densor_loss_3: 0.1107 - densor_loss_4: 0.0176 - densor_loss_5: 0.0109 - densor_loss_6: 0.0076 - densor_loss_7: 0.0065 - densor_loss_8: 0.0057 - densor_loss_9: 0.0051 - densor_loss_10: 0.0043 - densor_loss_11: 0.0044 - densor_loss_12: 0.0044 - densor_loss_13: 0.0039 - densor_loss_14: 0.0039 - densor_loss_15: 0.0043 - densor_loss_16: 0.0043 - densor_loss_17: 0.0042 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0044 - densor_loss_21: 0.0039 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0042 - densor_loss_25: 0.0044 - densor_loss_26: 0.0040 - densor_loss_27: 0.0050 - densor_loss_28: 0.0055 - densor_loss_29: 0.0052 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 223/300\n",
      "60/60 [==============================] - 0s - loss: 4.3163 - densor_loss_1: 3.4384 - densor_loss_2: 0.6284 - densor_loss_3: 0.1105 - densor_loss_4: 0.0176 - densor_loss_5: 0.0109 - densor_loss_6: 0.0076 - densor_loss_7: 0.0065 - densor_loss_8: 0.0057 - densor_loss_9: 0.0051 - densor_loss_10: 0.0043 - densor_loss_11: 0.0044 - densor_loss_12: 0.0044 - densor_loss_13: 0.0039 - densor_loss_14: 0.0039 - densor_loss_15: 0.0042 - densor_loss_16: 0.0043 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0042 - densor_loss_25: 0.0043 - densor_loss_26: 0.0040 - densor_loss_27: 0.0050 - densor_loss_28: 0.0055 - densor_loss_29: 0.0052 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 224/300\n",
      "60/60 [==============================] - 0s - loss: 4.3146 - densor_loss_1: 3.4377 - densor_loss_2: 0.6279 - densor_loss_3: 0.1105 - densor_loss_4: 0.0175 - densor_loss_5: 0.0109 - densor_loss_6: 0.0075 - densor_loss_7: 0.0064 - densor_loss_8: 0.0057 - densor_loss_9: 0.0051 - densor_loss_10: 0.0043 - densor_loss_11: 0.0043 - densor_loss_12: 0.0044 - densor_loss_13: 0.0039 - densor_loss_14: 0.0039 - densor_loss_15: 0.0042 - densor_loss_16: 0.0043 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0042 - densor_loss_25: 0.0043 - densor_loss_26: 0.0040 - densor_loss_27: 0.0050 - densor_loss_28: 0.0055 - densor_loss_29: 0.0052 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 225/300\n",
      "60/60 [==============================] - 0s - loss: 4.3127 - densor_loss_1: 3.4371 - densor_loss_2: 0.6272 - densor_loss_3: 0.1103 - densor_loss_4: 0.0175 - densor_loss_5: 0.0108 - densor_loss_6: 0.0075 - densor_loss_7: 0.0064 - densor_loss_8: 0.0056 - densor_loss_9: 0.0051 - densor_loss_10: 0.0043 - densor_loss_11: 0.0043 - densor_loss_12: 0.0044 - densor_loss_13: 0.0038 - densor_loss_14: 0.0039 - densor_loss_15: 0.0042 - densor_loss_16: 0.0043 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0042 - densor_loss_23: 0.0039 - densor_loss_24: 0.0042 - densor_loss_25: 0.0043 - densor_loss_26: 0.0040 - densor_loss_27: 0.0049 - densor_loss_28: 0.0054 - densor_loss_29: 0.0051 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 226/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.3110 - densor_loss_1: 3.4364 - densor_loss_2: 0.6269 - densor_loss_3: 0.1101 - densor_loss_4: 0.0174 - densor_loss_5: 0.0108 - densor_loss_6: 0.0075 - densor_loss_7: 0.0064 - densor_loss_8: 0.0056 - densor_loss_9: 0.0050 - densor_loss_10: 0.0043 - densor_loss_11: 0.0043 - densor_loss_12: 0.0044 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0042 - densor_loss_16: 0.0043 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0041 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0042 - densor_loss_23: 0.0038 - densor_loss_24: 0.0042 - densor_loss_25: 0.0043 - densor_loss_26: 0.0040 - densor_loss_27: 0.0049 - densor_loss_28: 0.0054 - densor_loss_29: 0.0051 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 227/300\n",
      "60/60 [==============================] - 0s - loss: 4.3092 - densor_loss_1: 3.4359 - densor_loss_2: 0.6264 - densor_loss_3: 0.1099 - densor_loss_4: 0.0174 - densor_loss_5: 0.0108 - densor_loss_6: 0.0075 - densor_loss_7: 0.0064 - densor_loss_8: 0.0056 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0043 - densor_loss_12: 0.0044 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0042 - densor_loss_16: 0.0042 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0040 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0042 - densor_loss_25: 0.0043 - densor_loss_26: 0.0040 - densor_loss_27: 0.0049 - densor_loss_28: 0.0054 - densor_loss_29: 0.0051 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 228/300\n",
      "60/60 [==============================] - 0s - loss: 4.3075 - densor_loss_1: 3.4352 - densor_loss_2: 0.6260 - densor_loss_3: 0.1097 - densor_loss_4: 0.0173 - densor_loss_5: 0.0107 - densor_loss_6: 0.0074 - densor_loss_7: 0.0064 - densor_loss_8: 0.0056 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0043 - densor_loss_12: 0.0043 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0042 - densor_loss_16: 0.0042 - densor_loss_17: 0.0041 - densor_loss_18: 0.0036 - densor_loss_19: 0.0040 - densor_loss_20: 0.0043 - densor_loss_21: 0.0038 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0041 - densor_loss_25: 0.0043 - densor_loss_26: 0.0039 - densor_loss_27: 0.0049 - densor_loss_28: 0.0054 - densor_loss_29: 0.0051 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 229/300\n",
      "60/60 [==============================] - 0s - loss: 4.3057 - densor_loss_1: 3.4345 - densor_loss_2: 0.6255 - densor_loss_3: 0.1096 - densor_loss_4: 0.0172 - densor_loss_5: 0.0107 - densor_loss_6: 0.0074 - densor_loss_7: 0.0063 - densor_loss_8: 0.0056 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0043 - densor_loss_12: 0.0043 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0042 - densor_loss_16: 0.0042 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0040 - densor_loss_20: 0.0042 - densor_loss_21: 0.0038 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0049 - densor_loss_28: 0.0054 - densor_loss_29: 0.0051 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 230/300\n",
      "60/60 [==============================] - 0s - loss: 4.3043 - densor_loss_1: 3.4340 - densor_loss_2: 0.6250 - densor_loss_3: 0.1097 - densor_loss_4: 0.0172 - densor_loss_5: 0.0107 - densor_loss_6: 0.0074 - densor_loss_7: 0.0063 - densor_loss_8: 0.0055 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0043 - densor_loss_12: 0.0043 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0041 - densor_loss_16: 0.0042 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0040 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0049 - densor_loss_28: 0.0053 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 231/300\n"
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.3022 - densor_loss_1: 3.4334 - densor_loss_2: 0.6245 - densor_loss_3: 0.1092 - densor_loss_4: 0.0171 - densor_loss_5: 0.0106 - densor_loss_6: 0.0074 - densor_loss_7: 0.0063 - densor_loss_8: 0.0055 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0042 - densor_loss_12: 0.0043 - densor_loss_13: 0.0038 - densor_loss_14: 0.0038 - densor_loss_15: 0.0041 - densor_loss_16: 0.0042 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0040 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0048 - densor_loss_28: 0.0053 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 232/300\n",
      "60/60 [==============================] - 0s - loss: 4.3006 - densor_loss_1: 3.4327 - densor_loss_2: 0.6242 - densor_loss_3: 0.1090 - densor_loss_4: 0.0170 - densor_loss_5: 0.0106 - densor_loss_6: 0.0073 - densor_loss_7: 0.0062 - densor_loss_8: 0.0055 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0042 - densor_loss_12: 0.0043 - densor_loss_13: 0.0037 - densor_loss_14: 0.0038 - densor_loss_15: 0.0041 - densor_loss_16: 0.0042 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0040 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0041 - densor_loss_23: 0.0038 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0048 - densor_loss_28: 0.0053 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 233/300\n",
      "60/60 [==============================] - 0s - loss: 4.2991 - densor_loss_1: 3.4322 - densor_loss_2: 0.6237 - densor_loss_3: 0.1091 - densor_loss_4: 0.0169 - densor_loss_5: 0.0105 - densor_loss_6: 0.0073 - densor_loss_7: 0.0062 - densor_loss_8: 0.0055 - densor_loss_9: 0.0050 - densor_loss_10: 0.0042 - densor_loss_11: 0.0042 - densor_loss_12: 0.0043 - densor_loss_13: 0.0037 - densor_loss_14: 0.0038 - densor_loss_15: 0.0041 - densor_loss_16: 0.0042 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0040 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0041 - densor_loss_23: 0.0037 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0048 - densor_loss_28: 0.0053 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 234/300\n",
      "60/60 [==============================] - 0s - loss: 4.2971 - densor_loss_1: 3.4315 - densor_loss_2: 0.6233 - densor_loss_3: 0.1088 - densor_loss_4: 0.0168 - densor_loss_5: 0.0105 - densor_loss_6: 0.0073 - densor_loss_7: 0.0062 - densor_loss_8: 0.0054 - densor_loss_9: 0.0049 - densor_loss_10: 0.0041 - densor_loss_11: 0.0042 - densor_loss_12: 0.0043 - densor_loss_13: 0.0037 - densor_loss_14: 0.0038 - densor_loss_15: 0.0041 - densor_loss_16: 0.0041 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0039 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0041 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0048 - densor_loss_28: 0.0053 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 235/300\n",
      "60/60 [==============================] - 0s - loss: 4.2957 - densor_loss_1: 3.4309 - densor_loss_2: 0.6230 - densor_loss_3: 0.1087 - densor_loss_4: 0.0168 - densor_loss_5: 0.0104 - densor_loss_6: 0.0073 - densor_loss_7: 0.0062 - densor_loss_8: 0.0054 - densor_loss_9: 0.0049 - densor_loss_10: 0.0041 - densor_loss_11: 0.0042 - densor_loss_12: 0.0043 - densor_loss_13: 0.0037 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0040 - densor_loss_18: 0.0035 - densor_loss_19: 0.0039 - densor_loss_20: 0.0042 - densor_loss_21: 0.0037 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0042 - densor_loss_26: 0.0039 - densor_loss_27: 0.0048 - densor_loss_28: 0.0052 - densor_loss_29: 0.0050 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 236/300\n"
     ]
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      "60/60 [==============================] - 0s - loss: 4.2940 - densor_loss_1: 3.4303 - densor_loss_2: 0.6224 - densor_loss_3: 0.1086 - densor_loss_4: 0.0167 - densor_loss_5: 0.0104 - densor_loss_6: 0.0073 - densor_loss_7: 0.0061 - densor_loss_8: 0.0054 - densor_loss_9: 0.0049 - densor_loss_10: 0.0041 - densor_loss_11: 0.0042 - densor_loss_12: 0.0042 - densor_loss_13: 0.0037 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0039 - densor_loss_18: 0.0035 - densor_loss_19: 0.0039 - densor_loss_20: 0.0041 - densor_loss_21: 0.0037 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0048 - densor_loss_28: 0.0052 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 237/300\n",
      "60/60 [==============================] - 0s - loss: 4.2926 - densor_loss_1: 3.4297 - densor_loss_2: 0.6221 - densor_loss_3: 0.1085 - densor_loss_4: 0.0166 - densor_loss_5: 0.0103 - densor_loss_6: 0.0072 - densor_loss_7: 0.0061 - densor_loss_8: 0.0054 - densor_loss_9: 0.0049 - densor_loss_10: 0.0041 - densor_loss_11: 0.0042 - densor_loss_12: 0.0042 - densor_loss_13: 0.0037 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0039 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0047 - densor_loss_28: 0.0052 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 238/300\n",
      "60/60 [==============================] - 0s - loss: 4.2909 - densor_loss_1: 3.4291 - densor_loss_2: 0.6216 - densor_loss_3: 0.1085 - densor_loss_4: 0.0166 - densor_loss_5: 0.0103 - densor_loss_6: 0.0072 - densor_loss_7: 0.0061 - densor_loss_8: 0.0054 - densor_loss_9: 0.0049 - densor_loss_10: 0.0041 - densor_loss_11: 0.0041 - densor_loss_12: 0.0042 - densor_loss_13: 0.0037 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0039 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0047 - densor_loss_28: 0.0052 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 239/300\n",
      "60/60 [==============================] - 0s - loss: 4.2893 - densor_loss_1: 3.4286 - densor_loss_2: 0.6212 - densor_loss_3: 0.1083 - densor_loss_4: 0.0165 - densor_loss_5: 0.0103 - densor_loss_6: 0.0072 - densor_loss_7: 0.0061 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0041 - densor_loss_11: 0.0041 - densor_loss_12: 0.0042 - densor_loss_13: 0.0037 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0039 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0047 - densor_loss_28: 0.0052 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 240/300\n",
      "60/60 [==============================] - 0s - loss: 4.2879 - densor_loss_1: 3.4280 - densor_loss_2: 0.6208 - densor_loss_3: 0.1083 - densor_loss_4: 0.0165 - densor_loss_5: 0.0102 - densor_loss_6: 0.0072 - densor_loss_7: 0.0061 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0041 - densor_loss_11: 0.0041 - densor_loss_12: 0.0042 - densor_loss_13: 0.0036 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0041 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0039 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0040 - densor_loss_23: 0.0037 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0047 - densor_loss_28: 0.0051 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 241/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2859 - densor_loss_1: 3.4274 - densor_loss_2: 0.6202 - densor_loss_3: 0.1080 - densor_loss_4: 0.0164 - densor_loss_5: 0.0102 - densor_loss_6: 0.0072 - densor_loss_7: 0.0060 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0040 - densor_loss_11: 0.0041 - densor_loss_12: 0.0042 - densor_loss_13: 0.0036 - densor_loss_14: 0.0037 - densor_loss_15: 0.0040 - densor_loss_16: 0.0040 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0038 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0040 - densor_loss_25: 0.0041 - densor_loss_26: 0.0038 - densor_loss_27: 0.0047 - densor_loss_28: 0.0051 - densor_loss_29: 0.0049 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 242/300\n",
      "60/60 [==============================] - 0s - loss: 4.2846 - densor_loss_1: 3.4269 - densor_loss_2: 0.6201 - densor_loss_3: 0.1078 - densor_loss_4: 0.0164 - densor_loss_5: 0.0101 - densor_loss_6: 0.0071 - densor_loss_7: 0.0060 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0040 - densor_loss_11: 0.0041 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0040 - densor_loss_16: 0.0040 - densor_loss_17: 0.0039 - densor_loss_18: 0.0034 - densor_loss_19: 0.0038 - densor_loss_20: 0.0041 - densor_loss_21: 0.0036 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0041 - densor_loss_26: 0.0037 - densor_loss_27: 0.0047 - densor_loss_28: 0.0051 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 243/300\n",
      "60/60 [==============================] - 0s - loss: 4.2829 - densor_loss_1: 3.4262 - densor_loss_2: 0.6196 - densor_loss_3: 0.1076 - densor_loss_4: 0.0163 - densor_loss_5: 0.0101 - densor_loss_6: 0.0071 - densor_loss_7: 0.0060 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0040 - densor_loss_11: 0.0041 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0040 - densor_loss_17: 0.0038 - densor_loss_18: 0.0034 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0036 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0041 - densor_loss_26: 0.0037 - densor_loss_27: 0.0047 - densor_loss_28: 0.0051 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 244/300\n",
      "60/60 [==============================] - 0s - loss: 4.2813 - densor_loss_1: 3.4257 - densor_loss_2: 0.6190 - densor_loss_3: 0.1076 - densor_loss_4: 0.0163 - densor_loss_5: 0.0101 - densor_loss_6: 0.0071 - densor_loss_7: 0.0060 - densor_loss_8: 0.0053 - densor_loss_9: 0.0048 - densor_loss_10: 0.0040 - densor_loss_11: 0.0040 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0040 - densor_loss_17: 0.0038 - densor_loss_18: 0.0034 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0036 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0051 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 245/300\n",
      "60/60 [==============================] - 0s - loss: 4.2798 - densor_loss_1: 3.4251 - densor_loss_2: 0.6185 - densor_loss_3: 0.1076 - densor_loss_4: 0.0162 - densor_loss_5: 0.0100 - densor_loss_6: 0.0070 - densor_loss_7: 0.0060 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0040 - densor_loss_11: 0.0040 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0040 - densor_loss_17: 0.0038 - densor_loss_18: 0.0034 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0035 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0051 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 246/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2783 - densor_loss_1: 3.4246 - densor_loss_2: 0.6180 - densor_loss_3: 0.1076 - densor_loss_4: 0.0161 - densor_loss_5: 0.0100 - densor_loss_6: 0.0070 - densor_loss_7: 0.0059 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0040 - densor_loss_11: 0.0040 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0040 - densor_loss_17: 0.0038 - densor_loss_18: 0.0033 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0035 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0050 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 247/300\n",
      "60/60 [==============================] - 0s - loss: 4.2766 - densor_loss_1: 3.4240 - densor_loss_2: 0.6177 - densor_loss_3: 0.1071 - densor_loss_4: 0.0161 - densor_loss_5: 0.0100 - densor_loss_6: 0.0070 - densor_loss_7: 0.0059 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0040 - densor_loss_11: 0.0040 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0040 - densor_loss_17: 0.0038 - densor_loss_18: 0.0033 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0035 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0050 - densor_loss_29: 0.0048 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 248/300\n",
      "60/60 [==============================] - 0s - loss: 4.2753 - densor_loss_1: 3.4235 - densor_loss_2: 0.6173 - densor_loss_3: 0.1073 - densor_loss_4: 0.0160 - densor_loss_5: 0.0100 - densor_loss_6: 0.0070 - densor_loss_7: 0.0059 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0040 - densor_loss_11: 0.0040 - densor_loss_12: 0.0041 - densor_loss_13: 0.0036 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0039 - densor_loss_17: 0.0038 - densor_loss_18: 0.0033 - densor_loss_19: 0.0038 - densor_loss_20: 0.0040 - densor_loss_21: 0.0035 - densor_loss_22: 0.0039 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0050 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 249/300\n",
      "60/60 [==============================] - 0s - loss: 4.2736 - densor_loss_1: 3.4229 - densor_loss_2: 0.6168 - densor_loss_3: 0.1069 - densor_loss_4: 0.0160 - densor_loss_5: 0.0099 - densor_loss_6: 0.0069 - densor_loss_7: 0.0059 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0039 - densor_loss_11: 0.0040 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0036 - densor_loss_15: 0.0039 - densor_loss_16: 0.0039 - densor_loss_17: 0.0038 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0040 - densor_loss_21: 0.0035 - densor_loss_22: 0.0038 - densor_loss_23: 0.0036 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0037 - densor_loss_27: 0.0046 - densor_loss_28: 0.0050 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 250/300\n",
      "60/60 [==============================] - 0s - loss: 4.2721 - densor_loss_1: 3.4224 - densor_loss_2: 0.6165 - densor_loss_3: 0.1068 - densor_loss_4: 0.0159 - densor_loss_5: 0.0099 - densor_loss_6: 0.0069 - densor_loss_7: 0.0059 - densor_loss_8: 0.0052 - densor_loss_9: 0.0047 - densor_loss_10: 0.0039 - densor_loss_11: 0.0040 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0039 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0035 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0039 - densor_loss_25: 0.0040 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0050 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 251/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2708 - densor_loss_1: 3.4218 - densor_loss_2: 0.6162 - densor_loss_3: 0.1067 - densor_loss_4: 0.0159 - densor_loss_5: 0.0099 - densor_loss_6: 0.0069 - densor_loss_7: 0.0058 - densor_loss_8: 0.0051 - densor_loss_9: 0.0047 - densor_loss_10: 0.0039 - densor_loss_11: 0.0040 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0035 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0050 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 252/300\n",
      "60/60 [==============================] - 0s - loss: 4.2693 - densor_loss_1: 3.4213 - densor_loss_2: 0.6158 - densor_loss_3: 0.1066 - densor_loss_4: 0.0158 - densor_loss_5: 0.0098 - densor_loss_6: 0.0069 - densor_loss_7: 0.0058 - densor_loss_8: 0.0051 - densor_loss_9: 0.0046 - densor_loss_10: 0.0039 - densor_loss_11: 0.0039 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0035 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0049 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 253/300\n",
      "60/60 [==============================] - 0s - loss: 4.2676 - densor_loss_1: 3.4208 - densor_loss_2: 0.6152 - densor_loss_3: 0.1064 - densor_loss_4: 0.0158 - densor_loss_5: 0.0098 - densor_loss_6: 0.0068 - densor_loss_7: 0.0058 - densor_loss_8: 0.0051 - densor_loss_9: 0.0046 - densor_loss_10: 0.0039 - densor_loss_11: 0.0039 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0034 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0049 - densor_loss_29: 0.0047 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 254/300\n",
      "60/60 [==============================] - 0s - loss: 4.2663 - densor_loss_1: 3.4202 - densor_loss_2: 0.6151 - densor_loss_3: 0.1063 - densor_loss_4: 0.0157 - densor_loss_5: 0.0098 - densor_loss_6: 0.0068 - densor_loss_7: 0.0058 - densor_loss_8: 0.0051 - densor_loss_9: 0.0046 - densor_loss_10: 0.0039 - densor_loss_11: 0.0039 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0033 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0034 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0049 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 255/300\n",
      "60/60 [==============================] - 0s - loss: 4.2647 - densor_loss_1: 3.4197 - densor_loss_2: 0.6145 - densor_loss_3: 0.1061 - densor_loss_4: 0.0157 - densor_loss_5: 0.0097 - densor_loss_6: 0.0068 - densor_loss_7: 0.0058 - densor_loss_8: 0.0051 - densor_loss_9: 0.0046 - densor_loss_10: 0.0039 - densor_loss_11: 0.0039 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0039 - densor_loss_17: 0.0037 - densor_loss_18: 0.0032 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0034 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0049 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 256/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2634 - densor_loss_1: 3.4191 - densor_loss_2: 0.6143 - densor_loss_3: 0.1060 - densor_loss_4: 0.0156 - densor_loss_5: 0.0097 - densor_loss_6: 0.0068 - densor_loss_7: 0.0057 - densor_loss_8: 0.0051 - densor_loss_9: 0.0046 - densor_loss_10: 0.0039 - densor_loss_11: 0.0039 - densor_loss_12: 0.0040 - densor_loss_13: 0.0035 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0038 - densor_loss_17: 0.0037 - densor_loss_18: 0.0032 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0034 - densor_loss_22: 0.0038 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0045 - densor_loss_28: 0.0049 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 257/300\n",
      "60/60 [==============================] - 0s - loss: 4.2619 - densor_loss_1: 3.4185 - densor_loss_2: 0.6139 - densor_loss_3: 0.1058 - densor_loss_4: 0.0156 - densor_loss_5: 0.0097 - densor_loss_6: 0.0068 - densor_loss_7: 0.0057 - densor_loss_8: 0.0050 - densor_loss_9: 0.0046 - densor_loss_10: 0.0038 - densor_loss_11: 0.0039 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0035 - densor_loss_15: 0.0038 - densor_loss_16: 0.0038 - densor_loss_17: 0.0037 - densor_loss_18: 0.0032 - densor_loss_19: 0.0037 - densor_loss_20: 0.0039 - densor_loss_21: 0.0034 - densor_loss_22: 0.0037 - densor_loss_23: 0.0035 - densor_loss_24: 0.0038 - densor_loss_25: 0.0039 - densor_loss_26: 0.0036 - densor_loss_27: 0.0044 - densor_loss_28: 0.0049 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 258/300\n",
      "60/60 [==============================] - 0s - loss: 4.2607 - densor_loss_1: 3.4180 - densor_loss_2: 0.6136 - densor_loss_3: 0.1058 - densor_loss_4: 0.0155 - densor_loss_5: 0.0096 - densor_loss_6: 0.0068 - densor_loss_7: 0.0057 - densor_loss_8: 0.0050 - densor_loss_9: 0.0046 - densor_loss_10: 0.0038 - densor_loss_11: 0.0039 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0035 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0034 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0036 - densor_loss_27: 0.0044 - densor_loss_28: 0.0049 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 259/300\n",
      "60/60 [==============================] - 0s - loss: 4.2593 - densor_loss_1: 3.4175 - densor_loss_2: 0.6133 - densor_loss_3: 0.1056 - densor_loss_4: 0.0155 - densor_loss_5: 0.0096 - densor_loss_6: 0.0067 - densor_loss_7: 0.0057 - densor_loss_8: 0.0050 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0039 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0034 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0036 - densor_loss_27: 0.0044 - densor_loss_28: 0.0048 - densor_loss_29: 0.0046 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 260/300\n",
      "60/60 [==============================] - 0s - loss: 4.2578 - densor_loss_1: 3.4170 - densor_loss_2: 0.6129 - densor_loss_3: 0.1055 - densor_loss_4: 0.0154 - densor_loss_5: 0.0096 - densor_loss_6: 0.0067 - densor_loss_7: 0.0056 - densor_loss_8: 0.0050 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0039 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0034 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0044 - densor_loss_28: 0.0048 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 261/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2563 - densor_loss_1: 3.4164 - densor_loss_2: 0.6124 - densor_loss_3: 0.1054 - densor_loss_4: 0.0154 - densor_loss_5: 0.0096 - densor_loss_6: 0.0067 - densor_loss_7: 0.0056 - densor_loss_8: 0.0050 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0039 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0034 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0044 - densor_loss_28: 0.0048 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 262/300\n",
      "60/60 [==============================] - 0s - loss: 4.2551 - densor_loss_1: 3.4159 - densor_loss_2: 0.6122 - densor_loss_3: 0.1053 - densor_loss_4: 0.0153 - densor_loss_5: 0.0095 - densor_loss_6: 0.0067 - densor_loss_7: 0.0056 - densor_loss_8: 0.0050 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0038 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0033 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0044 - densor_loss_28: 0.0048 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 263/300\n",
      "60/60 [==============================] - 0s - loss: 4.2536 - densor_loss_1: 3.4154 - densor_loss_2: 0.6117 - densor_loss_3: 0.1052 - densor_loss_4: 0.0153 - densor_loss_5: 0.0095 - densor_loss_6: 0.0067 - densor_loss_7: 0.0056 - densor_loss_8: 0.0049 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0038 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0038 - densor_loss_17: 0.0036 - densor_loss_18: 0.0032 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0033 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0044 - densor_loss_28: 0.0048 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 264/300\n",
      "60/60 [==============================] - 0s - loss: 4.2522 - densor_loss_1: 3.4149 - densor_loss_2: 0.6114 - densor_loss_3: 0.1051 - densor_loss_4: 0.0152 - densor_loss_5: 0.0095 - densor_loss_6: 0.0066 - densor_loss_7: 0.0056 - densor_loss_8: 0.0049 - densor_loss_9: 0.0045 - densor_loss_10: 0.0038 - densor_loss_11: 0.0038 - densor_loss_12: 0.0039 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0037 - densor_loss_17: 0.0036 - densor_loss_18: 0.0031 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0033 - densor_loss_22: 0.0037 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0043 - densor_loss_28: 0.0048 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 265/300\n",
      "60/60 [==============================] - 0s - loss: 4.2507 - densor_loss_1: 3.4144 - densor_loss_2: 0.6109 - densor_loss_3: 0.1048 - densor_loss_4: 0.0152 - densor_loss_5: 0.0094 - densor_loss_6: 0.0066 - densor_loss_7: 0.0056 - densor_loss_8: 0.0049 - densor_loss_9: 0.0045 - densor_loss_10: 0.0037 - densor_loss_11: 0.0038 - densor_loss_12: 0.0038 - densor_loss_13: 0.0034 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0037 - densor_loss_17: 0.0036 - densor_loss_18: 0.0031 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0038 - densor_loss_26: 0.0035 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 266/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2496 - densor_loss_1: 3.4138 - densor_loss_2: 0.6108 - densor_loss_3: 0.1048 - densor_loss_4: 0.0151 - densor_loss_5: 0.0094 - densor_loss_6: 0.0066 - densor_loss_7: 0.0055 - densor_loss_8: 0.0049 - densor_loss_9: 0.0045 - densor_loss_10: 0.0037 - densor_loss_11: 0.0038 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0037 - densor_loss_17: 0.0036 - densor_loss_18: 0.0031 - densor_loss_19: 0.0036 - densor_loss_20: 0.0038 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0034 - densor_loss_24: 0.0037 - densor_loss_25: 0.0037 - densor_loss_26: 0.0035 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0045 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 267/300\n",
      "60/60 [==============================] - 0s - loss: 4.2482 - densor_loss_1: 3.4134 - densor_loss_2: 0.6103 - densor_loss_3: 0.1047 - densor_loss_4: 0.0151 - densor_loss_5: 0.0094 - densor_loss_6: 0.0066 - densor_loss_7: 0.0055 - densor_loss_8: 0.0049 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0038 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0034 - densor_loss_15: 0.0037 - densor_loss_16: 0.0037 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0034 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0035 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 268/300\n",
      "60/60 [==============================] - 0s - loss: 4.2470 - densor_loss_1: 3.4129 - densor_loss_2: 0.6100 - densor_loss_3: 0.1047 - densor_loss_4: 0.0150 - densor_loss_5: 0.0093 - densor_loss_6: 0.0066 - densor_loss_7: 0.0055 - densor_loss_8: 0.0049 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0038 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0034 - densor_loss_15: 0.0036 - densor_loss_16: 0.0037 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 269/300\n",
      "60/60 [==============================] - 0s - loss: 4.2457 - densor_loss_1: 3.4124 - densor_loss_2: 0.6097 - densor_loss_3: 0.1047 - densor_loss_4: 0.0150 - densor_loss_5: 0.0093 - densor_loss_6: 0.0065 - densor_loss_7: 0.0055 - densor_loss_8: 0.0049 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0038 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0037 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 270/300\n",
      "60/60 [==============================] - 0s - loss: 4.2441 - densor_loss_1: 3.4119 - densor_loss_2: 0.6092 - densor_loss_3: 0.1043 - densor_loss_4: 0.0149 - densor_loss_5: 0.0093 - densor_loss_6: 0.0065 - densor_loss_7: 0.0055 - densor_loss_8: 0.0048 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0037 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0037 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0033 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0043 - densor_loss_28: 0.0047 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 271/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2434 - densor_loss_1: 3.4114 - densor_loss_2: 0.6093 - densor_loss_3: 0.1044 - densor_loss_4: 0.0149 - densor_loss_5: 0.0093 - densor_loss_6: 0.0065 - densor_loss_7: 0.0055 - densor_loss_8: 0.0048 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0037 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0037 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0032 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0043 - densor_loss_28: 0.0046 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 272/300\n",
      "60/60 [==============================] - 0s - loss: 4.2415 - densor_loss_1: 3.4109 - densor_loss_2: 0.6087 - densor_loss_3: 0.1041 - densor_loss_4: 0.0148 - densor_loss_5: 0.0093 - densor_loss_6: 0.0065 - densor_loss_7: 0.0054 - densor_loss_8: 0.0048 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0037 - densor_loss_12: 0.0038 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0036 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0032 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0046 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 273/300\n",
      "60/60 [==============================] - 0s - loss: 4.2403 - densor_loss_1: 3.4105 - densor_loss_2: 0.6084 - densor_loss_3: 0.1039 - densor_loss_4: 0.0148 - densor_loss_5: 0.0092 - densor_loss_6: 0.0064 - densor_loss_7: 0.0054 - densor_loss_8: 0.0048 - densor_loss_9: 0.0044 - densor_loss_10: 0.0037 - densor_loss_11: 0.0037 - densor_loss_12: 0.0037 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0036 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0032 - densor_loss_22: 0.0036 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0046 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 274/300\n",
      "60/60 [==============================] - 0s - loss: 4.2391 - densor_loss_1: 3.4099 - densor_loss_2: 0.6082 - densor_loss_3: 0.1038 - densor_loss_4: 0.0147 - densor_loss_5: 0.0092 - densor_loss_6: 0.0064 - densor_loss_7: 0.0054 - densor_loss_8: 0.0048 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0037 - densor_loss_12: 0.0037 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0036 - densor_loss_17: 0.0035 - densor_loss_18: 0.0031 - densor_loss_19: 0.0035 - densor_loss_20: 0.0037 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0046 - densor_loss_29: 0.0044 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 275/300\n",
      "60/60 [==============================] - 0s - loss: 4.2376 - densor_loss_1: 3.4094 - densor_loss_2: 0.6077 - densor_loss_3: 0.1037 - densor_loss_4: 0.0147 - densor_loss_5: 0.0091 - densor_loss_6: 0.0064 - densor_loss_7: 0.0054 - densor_loss_8: 0.0048 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0037 - densor_loss_12: 0.0037 - densor_loss_13: 0.0033 - densor_loss_14: 0.0033 - densor_loss_15: 0.0036 - densor_loss_16: 0.0036 - densor_loss_17: 0.0035 - densor_loss_18: 0.0030 - densor_loss_19: 0.0035 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0033 - densor_loss_24: 0.0036 - densor_loss_25: 0.0037 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0046 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 276/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2369 - densor_loss_1: 3.4090 - densor_loss_2: 0.6075 - densor_loss_3: 0.1040 - densor_loss_4: 0.0146 - densor_loss_5: 0.0091 - densor_loss_6: 0.0064 - densor_loss_7: 0.0054 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0037 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0033 - densor_loss_15: 0.0035 - densor_loss_16: 0.0036 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0033 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0046 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 277/300\n",
      "60/60 [==============================] - 0s - loss: 4.2352 - densor_loss_1: 3.4085 - densor_loss_2: 0.6070 - densor_loss_3: 0.1036 - densor_loss_4: 0.0146 - densor_loss_5: 0.0091 - densor_loss_6: 0.0064 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0037 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0033 - densor_loss_15: 0.0035 - densor_loss_16: 0.0036 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0033 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0034 - densor_loss_27: 0.0042 - densor_loss_28: 0.0045 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 278/300\n",
      "60/60 [==============================] - 0s - loss: 4.2342 - densor_loss_1: 3.4080 - densor_loss_2: 0.6067 - densor_loss_3: 0.1038 - densor_loss_4: 0.0145 - densor_loss_5: 0.0091 - densor_loss_6: 0.0064 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0033 - densor_loss_15: 0.0035 - densor_loss_16: 0.0036 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0042 - densor_loss_28: 0.0045 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 279/300\n",
      "60/60 [==============================] - 0s - loss: 4.2327 - densor_loss_1: 3.4075 - densor_loss_2: 0.6064 - densor_loss_3: 0.1034 - densor_loss_4: 0.0145 - densor_loss_5: 0.0090 - densor_loss_6: 0.0063 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0036 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0042 - densor_loss_28: 0.0045 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 280/300\n",
      "60/60 [==============================] - 0s - loss: 4.2316 - densor_loss_1: 3.4071 - densor_loss_2: 0.6061 - densor_loss_3: 0.1034 - densor_loss_4: 0.0145 - densor_loss_5: 0.0090 - densor_loss_6: 0.0063 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0036 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0032 - densor_loss_22: 0.0035 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0045 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 281/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2305 - densor_loss_1: 3.4066 - densor_loss_2: 0.6057 - densor_loss_3: 0.1034 - densor_loss_4: 0.0144 - densor_loss_5: 0.0090 - densor_loss_6: 0.0063 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0043 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0037 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0035 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0031 - densor_loss_22: 0.0035 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0045 - densor_loss_29: 0.0043 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 282/300\n",
      "60/60 [==============================] - 0s - loss: 4.2292 - densor_loss_1: 3.4062 - densor_loss_2: 0.6056 - densor_loss_3: 0.1032 - densor_loss_4: 0.0144 - densor_loss_5: 0.0090 - densor_loss_6: 0.0063 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0042 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0036 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0035 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0031 - densor_loss_22: 0.0035 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0045 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 283/300\n",
      "60/60 [==============================] - 0s - loss: 4.2281 - densor_loss_1: 3.4057 - densor_loss_2: 0.6052 - densor_loss_3: 0.1032 - densor_loss_4: 0.0143 - densor_loss_5: 0.0089 - densor_loss_6: 0.0063 - densor_loss_7: 0.0053 - densor_loss_8: 0.0047 - densor_loss_9: 0.0042 - densor_loss_10: 0.0036 - densor_loss_11: 0.0036 - densor_loss_12: 0.0036 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0035 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0036 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0045 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 284/300\n",
      "60/60 [==============================] - 0s - loss: 4.2267 - densor_loss_1: 3.4052 - densor_loss_2: 0.6050 - densor_loss_3: 0.1028 - densor_loss_4: 0.0143 - densor_loss_5: 0.0089 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0036 - densor_loss_12: 0.0036 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0035 - densor_loss_16: 0.0035 - densor_loss_17: 0.0034 - densor_loss_18: 0.0030 - densor_loss_19: 0.0034 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0036 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0045 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 285/300\n",
      "60/60 [==============================] - 0s - loss: 4.2256 - densor_loss_1: 3.4047 - densor_loss_2: 0.6048 - densor_loss_3: 0.1027 - densor_loss_4: 0.0142 - densor_loss_5: 0.0089 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0036 - densor_loss_12: 0.0036 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0030 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0035 - densor_loss_25: 0.0035 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0044 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 286/300\n"
     ]
    },
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2243 - densor_loss_1: 3.4042 - densor_loss_2: 0.6043 - densor_loss_3: 0.1027 - densor_loss_4: 0.0142 - densor_loss_5: 0.0089 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0036 - densor_loss_12: 0.0036 - densor_loss_13: 0.0032 - densor_loss_14: 0.0032 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0044 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 287/300\n",
      "60/60 [==============================] - 0s - loss: 4.2232 - densor_loss_1: 3.4038 - densor_loss_2: 0.6041 - densor_loss_3: 0.1026 - densor_loss_4: 0.0142 - densor_loss_5: 0.0088 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0036 - densor_loss_13: 0.0031 - densor_loss_14: 0.0032 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0033 - densor_loss_27: 0.0041 - densor_loss_28: 0.0044 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 288/300\n",
      "60/60 [==============================] - 0s - loss: 4.2220 - densor_loss_1: 3.4034 - densor_loss_2: 0.6036 - densor_loss_3: 0.1026 - densor_loss_4: 0.0141 - densor_loss_5: 0.0088 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0036 - densor_loss_13: 0.0031 - densor_loss_14: 0.0032 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0032 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0041 - densor_loss_28: 0.0044 - densor_loss_29: 0.0042 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 289/300\n",
      "60/60 [==============================] - 0s - loss: 4.2208 - densor_loss_1: 3.4029 - densor_loss_2: 0.6034 - densor_loss_3: 0.1024 - densor_loss_4: 0.0141 - densor_loss_5: 0.0088 - densor_loss_6: 0.0062 - densor_loss_7: 0.0052 - densor_loss_8: 0.0046 - densor_loss_9: 0.0042 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0036 - densor_loss_13: 0.0031 - densor_loss_14: 0.0032 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0044 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 290/300\n",
      "60/60 [==============================] - 0s - loss: 4.2195 - densor_loss_1: 3.4025 - densor_loss_2: 0.6031 - densor_loss_3: 0.1023 - densor_loss_4: 0.0140 - densor_loss_5: 0.0088 - densor_loss_6: 0.0061 - densor_loss_7: 0.0051 - densor_loss_8: 0.0046 - densor_loss_9: 0.0041 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0036 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0034 - densor_loss_16: 0.0035 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0044 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 291/300\n"
     ]
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     "text": [
      "60/60 [==============================] - 0s - loss: 4.2186 - densor_loss_1: 3.4020 - densor_loss_2: 0.6030 - densor_loss_3: 0.1023 - densor_loss_4: 0.0140 - densor_loss_5: 0.0087 - densor_loss_6: 0.0061 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0036 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0034 - densor_loss_16: 0.0034 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0031 - densor_loss_22: 0.0034 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0044 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 292/300\n",
      "60/60 [==============================] - 0s - loss: 4.2174 - densor_loss_1: 3.4016 - densor_loss_2: 0.6026 - densor_loss_3: 0.1023 - densor_loss_4: 0.0139 - densor_loss_5: 0.0087 - densor_loss_6: 0.0061 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0035 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0034 - densor_loss_16: 0.0034 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0030 - densor_loss_22: 0.0034 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0043 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 293/300\n",
      "60/60 [==============================] - 0s - loss: 4.2163 - densor_loss_1: 3.4011 - densor_loss_2: 0.6023 - densor_loss_3: 0.1021 - densor_loss_4: 0.0139 - densor_loss_5: 0.0087 - densor_loss_6: 0.0061 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0034 - densor_loss_16: 0.0034 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0035 - densor_loss_21: 0.0030 - densor_loss_22: 0.0034 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0043 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 294/300\n",
      "60/60 [==============================] - 0s - loss: 4.2152 - densor_loss_1: 3.4007 - densor_loss_2: 0.6021 - densor_loss_3: 0.1020 - densor_loss_4: 0.0139 - densor_loss_5: 0.0087 - densor_loss_6: 0.0061 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0034 - densor_loss_16: 0.0034 - densor_loss_17: 0.0033 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0035 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0043 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 295/300\n",
      "60/60 [==============================] - 0s - loss: 4.2142 - densor_loss_1: 3.4002 - densor_loss_2: 0.6018 - densor_loss_3: 0.1021 - densor_loss_4: 0.0138 - densor_loss_5: 0.0087 - densor_loss_6: 0.0060 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0029 - densor_loss_19: 0.0033 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0034 - densor_loss_25: 0.0034 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0043 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 296/300\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "60/60 [==============================] - 0s - loss: 4.2128 - densor_loss_1: 3.3998 - densor_loss_2: 0.6016 - densor_loss_3: 0.1017 - densor_loss_4: 0.0138 - densor_loss_5: 0.0086 - densor_loss_6: 0.0060 - densor_loss_7: 0.0051 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0031 - densor_loss_14: 0.0031 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0029 - densor_loss_19: 0.0032 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0033 - densor_loss_25: 0.0034 - densor_loss_26: 0.0032 - densor_loss_27: 0.0040 - densor_loss_28: 0.0043 - densor_loss_29: 0.0041 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 297/300\n",
      "60/60 [==============================] - 0s - loss: 4.2116 - densor_loss_1: 3.3994 - densor_loss_2: 0.6011 - densor_loss_3: 0.1017 - densor_loss_4: 0.0138 - densor_loss_5: 0.0086 - densor_loss_6: 0.0060 - densor_loss_7: 0.0050 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0035 - densor_loss_12: 0.0035 - densor_loss_13: 0.0030 - densor_loss_14: 0.0031 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0029 - densor_loss_19: 0.0032 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0033 - densor_loss_25: 0.0034 - densor_loss_26: 0.0032 - densor_loss_27: 0.0039 - densor_loss_28: 0.0043 - densor_loss_29: 0.0040 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 298/300\n",
      "60/60 [==============================] - 0s - loss: 4.2105 - densor_loss_1: 3.3989 - densor_loss_2: 0.6008 - densor_loss_3: 0.1016 - densor_loss_4: 0.0137 - densor_loss_5: 0.0086 - densor_loss_6: 0.0060 - densor_loss_7: 0.0050 - densor_loss_8: 0.0045 - densor_loss_9: 0.0041 - densor_loss_10: 0.0034 - densor_loss_11: 0.0034 - densor_loss_12: 0.0035 - densor_loss_13: 0.0030 - densor_loss_14: 0.0031 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0028 - densor_loss_19: 0.0032 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0033 - densor_loss_25: 0.0034 - densor_loss_26: 0.0031 - densor_loss_27: 0.0039 - densor_loss_28: 0.0043 - densor_loss_29: 0.0040 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 299/300\n",
      "60/60 [==============================] - 0s - loss: 4.2096 - densor_loss_1: 3.3985 - densor_loss_2: 0.6008 - densor_loss_3: 0.1014 - densor_loss_4: 0.0137 - densor_loss_5: 0.0086 - densor_loss_6: 0.0060 - densor_loss_7: 0.0050 - densor_loss_8: 0.0044 - densor_loss_9: 0.0040 - densor_loss_10: 0.0034 - densor_loss_11: 0.0034 - densor_loss_12: 0.0035 - densor_loss_13: 0.0030 - densor_loss_14: 0.0031 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0028 - densor_loss_19: 0.0032 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0031 - densor_loss_24: 0.0033 - densor_loss_25: 0.0034 - densor_loss_26: 0.0031 - densor_loss_27: 0.0039 - densor_loss_28: 0.0043 - densor_loss_29: 0.0040 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7167 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n",
      "Epoch 300/300\n",
      "60/60 [==============================] - 0s - loss: 4.2083 - densor_loss_1: 3.3981 - densor_loss_2: 0.6003 - densor_loss_3: 0.1014 - densor_loss_4: 0.0137 - densor_loss_5: 0.0085 - densor_loss_6: 0.0060 - densor_loss_7: 0.0050 - densor_loss_8: 0.0044 - densor_loss_9: 0.0040 - densor_loss_10: 0.0034 - densor_loss_11: 0.0034 - densor_loss_12: 0.0035 - densor_loss_13: 0.0030 - densor_loss_14: 0.0030 - densor_loss_15: 0.0033 - densor_loss_16: 0.0034 - densor_loss_17: 0.0032 - densor_loss_18: 0.0028 - densor_loss_19: 0.0032 - densor_loss_20: 0.0034 - densor_loss_21: 0.0030 - densor_loss_22: 0.0033 - densor_loss_23: 0.0030 - densor_loss_24: 0.0033 - densor_loss_25: 0.0034 - densor_loss_26: 0.0031 - densor_loss_27: 0.0039 - densor_loss_28: 0.0042 - densor_loss_29: 0.0040 - densor_loss_30: 0.0000e+00 - densor_acc_1: 0.1000 - densor_acc_2: 0.7333 - densor_acc_3: 0.9667 - densor_acc_4: 1.0000 - densor_acc_5: 1.0000 - densor_acc_6: 1.0000 - densor_acc_7: 1.0000 - densor_acc_8: 1.0000 - densor_acc_9: 1.0000 - densor_acc_10: 1.0000 - densor_acc_11: 1.0000 - densor_acc_12: 1.0000 - densor_acc_13: 1.0000 - densor_acc_14: 1.0000 - densor_acc_15: 1.0000 - densor_acc_16: 1.0000 - densor_acc_17: 1.0000 - densor_acc_18: 1.0000 - densor_acc_19: 1.0000 - densor_acc_20: 1.0000 - densor_acc_21: 1.0000 - densor_acc_22: 1.0000 - densor_acc_23: 1.0000 - densor_acc_24: 1.0000 - densor_acc_25: 1.0000 - densor_acc_26: 1.0000 - densor_acc_27: 1.0000 - densor_acc_28: 1.0000 - densor_acc_29: 1.0000 - densor_acc_30: 0.0000e+00     \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<keras.callbacks.History at 0x7f8322557208>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit([X, a0, c0], list(Y), epochs=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Input 0 is incompatible with layer lstm2: expected ndim=3, found ndim=2",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-61-f79597921d96>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSequential\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mDense\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mn_values\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput_dim\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m784\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mLSTM_cell2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      9\u001b[0m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdensor2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/keras/models.py\u001b[0m in \u001b[0;36madd\u001b[0;34m(self, layer)\u001b[0m\n\u001b[1;32m    473\u001b[0m                           output_shapes=[self.outputs[0]._keras_shape])\n\u001b[1;32m    474\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 475\u001b[0;31m             \u001b[0moutput_tensor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlayer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    476\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput_tensor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    477\u001b[0m                 raise TypeError('All layers in a Sequential model '\n",
      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/keras/layers/recurrent.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, inputs, initial_state, **kwargs)\u001b[0m\n\u001b[1;32m    258\u001b[0m         \u001b[0;31m# modify the input spec to include the state.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    259\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0minitial_state\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 260\u001b[0;31m             \u001b[0;32mreturn\u001b[0m \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mRecurrent\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__call__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    261\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    262\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minitial_state\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mlist\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtuple\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/keras/engine/topology.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, inputs, **kwargs)\u001b[0m\n\u001b[1;32m    556\u001b[0m                 \u001b[0;31m# Raise exceptions in case the input is not compatible\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    557\u001b[0m                 \u001b[0;31m# with the input_spec specified in the layer constructor.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 558\u001b[0;31m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0massert_input_compatibility\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    559\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    560\u001b[0m                 \u001b[0;31m# Collect input shapes to build layer.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.6/site-packages/keras/engine/topology.py\u001b[0m in \u001b[0;36massert_input_compatibility\u001b[0;34m(self, inputs)\u001b[0m\n\u001b[1;32m    455\u001b[0m                                      \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m': expected ndim='\u001b[0m \u001b[0;34m+\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    456\u001b[0m                                      \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m', found ndim='\u001b[0m \u001b[0;34m+\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 457\u001b[0;31m                                      str(K.ndim(x)))\n\u001b[0m\u001b[1;32m    458\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_ndim\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    459\u001b[0m                 \u001b[0mndim\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mK\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mndim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mValueError\u001b[0m: Input 0 is incompatible with layer lstm2: expected ndim=3, found ndim=2"
     ]
    }
   ],
   "source": [
    "from keras.models import Sequential\n",
    "\n",
    "LSTM_cell2 = LSTM(n_a, return_state = True, name='lstm2')         # Used in Step 2.C\n",
    "densor2 = Dense(n_values, activation='softmax', name='densor2')     # Used in Step 2.D\n",
    "\n",
    "model = Sequential()\n",
    "model.add(Dense(n_values, input_dim=784))\n",
    "model.add(LSTM_cell2)\n",
    "model.add(densor2)\n",
    "\n",
    "LSTM_cell2.set_weights(LSTM_cell.get_weights())\n",
    "densor2.set_weights(densor.get_weights())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You should see the model loss going down. Now that you have trained a model, lets go on the the final section to implement an inference algorithm, and generate some music! "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3 - Generating music\n",
    "\n",
    "You now have a trained model which has learned the patterns of the jazz soloist. Lets now use this model to synthesize new music. \n",
    "\n",
    "#### 3.1 - Predicting & Sampling\n",
    "\n",
    "<img src=\"images/music_gen.png\" style=\"width:600;height:400px;\">\n",
    "\n",
    "At each step of sampling, you will take as input the activation `a` and cell state `c` from the previous state of the LSTM, forward propagate by one step, and get a new output activation as well as cell state. The new activation `a` can then be used to generate the output, using `densor` as before. \n",
    "\n",
    "To start off the model, we will initialize `x0` as well as the LSTM activation and and cell value `a0` and `c0` to be zeros. \n",
    "\n",
    "\n",
    "<!-- \n",
    "You are about to build a function that will do this inference for you. Your function takes in your previous model and the number of time steps `Ty` that you want to sample. It will return a keras model that would be able to generate sequences for you. Furthermore, the function takes in a dense layer of `78` units and the number of activations. \n",
    "!--> \n",
    "\n",
    "\n",
    "**Exercise:** Implement the function below to sample a sequence of musical values. Here are some of the key steps you'll need to implement inside the for-loop that generates the $T_y$ output characters: \n",
    "\n",
    "Step 2.A: Use `LSTM_Cell`, which inputs the previous step's `c` and `a` to generate the current step's `c` and `a`. \n",
    "\n",
    "Step 2.B: Use `densor` (defined previously) to compute a softmax on `a` to get the output for the current step. \n",
    "\n",
    "Step 2.C: Save the output you have just generated by appending it to `outputs`.\n",
    "\n",
    "Step 2.D: Sample x to the be \"out\"'s one-hot version (the prediction) so that you can pass it to the next LSTM's step.  We have already provided this line of code, which uses a [Lambda](https://keras.io/layers/core/#lambda) function. \n",
    "```python\n",
    "x = Lambda(one_hot)(out) \n",
    "```\n",
    "[Minor technical note: Rather than sampling a value at random according to the probabilities in `out`, this line of code actually chooses the single most likely note at each step using an argmax.]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# GRADED FUNCTION: music_inference_model\n",
    "\n",
    "def music_inference_model(LSTM2_cell, densor2, n_values = 78, n_a = 64, Ty = 100):\n",
    "    \"\"\"\n",
    "    Uses the trained \"LSTM_cell\" and \"densor\" from model() to generate a sequence of values.\n",
    "    \n",
    "    Arguments:\n",
    "    LSTM_cell -- the trained \"LSTM_cell\" from model(), Keras layer object\n",
    "    densor -- the trained \"densor\" from model(), Keras layer object\n",
    "    n_values -- integer, umber of unique values\n",
    "    n_a -- number of units in the LSTM_cell\n",
    "    Ty -- integer, number of time steps to generate\n",
    "    \n",
    "    Returns:\n",
    "    inference_model -- Keras model instance\n",
    "    \"\"\"\n",
    "    \n",
    "    Ty = Ty*3\n",
    "    \n",
    "    # Define the input of your model with a shape \n",
    "    x0 = Input(shape=(1, n_values))\n",
    "    \n",
    "    # Define s0, initial hidden state for the decoder LSTM\n",
    "    a0 = Input(shape=(n_a,), name='a0')\n",
    "    c0 = Input(shape=(n_a,), name='c0')\n",
    "    a = a0\n",
    "    c = c0\n",
    "    x = x0\n",
    "\n",
    "    ### START CODE HERE ###\n",
    "    # Step 1: Create an empty list of \"outputs\" to later store your predicted values (≈1 line)\n",
    "    outputs = []\n",
    "    \n",
    "    # Step 2: Loop over Ty and generate a value at every time step\n",
    "    for t in range(Ty):\n",
    "        \n",
    "        # Step 2.A: Perform one step of LSTM_cell (≈1 line)\n",
    "        a, _, c = LSTM_cell(x, initial_state=[a, c])\n",
    "        \n",
    "        # Step 2.B: Apply Dense layer to the hidden state output of the LSTM_cell (≈1 line)\n",
    "        out = densor(a)\n",
    "\n",
    "        # Step 2.C: Append the prediction \"out\" to \"outputs\". out.shape = (None, 78) (≈1 line)\n",
    "        outputs.append(out)\n",
    "        \n",
    "        # Step 2.D: Select the next value according to \"out\", and set \"x\" to be the one-hot representation of the\n",
    "        #           selected value, which will be passed as the input to LSTM_cell on the next step. We have provided \n",
    "        #           the line of code you need to do this. \n",
    "        x = Lambda(one_hot)(out)\n",
    "        \n",
    "    # Step 3: Create model instance with the correct \"inputs\" and \"outputs\" (≈1 line)\n",
    "    inference_model = Model(inputs=[x0,a0,c0], outputs=outputs)\n",
    "    \n",
    "    ### END CODE HERE ###\n",
    "    \n",
    "    return inference_model"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run the cell below to define your inference model. This model is hard coded to generate 50 values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "inference_model = music_inference_model(LSTM_cell, densor, n_values = 78, n_a = 64, Ty = 50)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, this creates the zero-valued vectors you will use to initialize `x` and the LSTM state variables `a` and `c`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "x_initializer = np.zeros((1, 1, 78))\n",
    "a_initializer = np.zeros((1, n_a))\n",
    "c_initializer = np.zeros((1, n_a))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Exercise**: Implement `predict_and_sample()`. This function takes many arguments including the inputs [x_initializer, a_initializer, c_initializer]. In order to predict the output corresponding to this input, you will need to carry-out 3 steps:\n",
    "1. Use your inference model to predict an output given your set of inputs. The output `pred` should be a list of length $T_y$ where each element is a numpy-array of shape (1, n_values).\n",
    "2. Convert `pred` into a numpy array of $T_y$ indices. Each index corresponds is computed by taking the `argmax` of an element of the `pred` list. [Hint](https://docs.scipy.org/doc/numpy/reference/generated/numpy.argmax.html).\n",
    "3. Convert the indices into their one-hot vector representations. [Hint](https://keras.io/utils/#to_categorical)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# GRADED FUNCTION: predict_and_sample\n",
    "\n",
    "def predict_and_sample(inference_model, x_initializer = x_initializer, a_initializer = a_initializer, \n",
    "                       c_initializer = c_initializer):\n",
    "    \"\"\"\n",
    "    Predicts the next value of values using the inference model.\n",
    "    \n",
    "    Arguments:\n",
    "    inference_model -- Keras model instance for inference time\n",
    "    x_initializer -- numpy array of shape (1, 1, 78), one-hot vector initializing the values generation\n",
    "    a_initializer -- numpy array of shape (1, n_a), initializing the hidden state of the LSTM_cell\n",
    "    c_initializer -- numpy array of shape (1, n_a), initializing the cell state of the LSTM_cel\n",
    "    \n",
    "    Returns:\n",
    "    results -- numpy-array of shape (Ty, 78), matrix of one-hot vectors representing the values generated\n",
    "    indices -- numpy-array of shape (Ty, 1), matrix of indices representing the values generated\n",
    "    \"\"\"\n",
    "    \n",
    "    ### START CODE HERE ###\n",
    "    # Step 1: Use your inference model to predict an output sequence given x_initializer, a_initializer and c_initializer.\n",
    "    pred = inference_model.predict([x_initializer, a_initializer ,c_initializer])\n",
    "    # Step 2: Convert \"pred\" into an np.array() of indices with the maximum probabilities\n",
    "    indices = np.argmax(pred,axis=2)\n",
    "    # Step 3: Convert indices to one-hot vectors, the shape of the results should be (1, )\n",
    "    results = to_categorical(indices)\n",
    "    ### END CODE HERE ###\n",
    "    \n",
    "    return results, indices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "np.argmax(results[12]) = 53\n",
      "np.argmax(results[17]) = 39\n",
      "list(indices[12:18]) = [array([53]), array([0]), array([53]), array([18]), array([32]), array([39])]\n"
     ]
    }
   ],
   "source": [
    "results, indices = predict_and_sample(inference_model, x_initializer, a_initializer, c_initializer)\n",
    "print(\"np.argmax(results[12]) =\", np.argmax(results[12]))\n",
    "print(\"np.argmax(results[17]) =\", np.argmax(results[17]))\n",
    "print(\"list(indices[12:18]) =\", list(indices[12:18]))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Expected Output**: Your results may differ because Keras' results are not completely predictable. However, if you have trained your LSTM_cell with model.fit() for exactly 100 epochs as described above, you should very likely observe a sequence of indices that are not all identical. Moreover, you should observe that: np.argmax(results[12]) is the first element of list(indices[12:18]) and np.argmax(results[17]) is the last element of list(indices[12:18]). \n",
    "\n",
    "<table>\n",
    "    <tr>\n",
    "        <td>\n",
    "            **np.argmax(results[12])** =\n",
    "        </td>\n",
    "        <td>\n",
    "        1\n",
    "        </td>\n",
    "    </tr>\n",
    "    <tr>\n",
    "        <td>\n",
    "            **np.argmax(results[12])** =\n",
    "        </td>\n",
    "        <td>\n",
    "        42\n",
    "        </td>\n",
    "    </tr>\n",
    "    <tr>\n",
    "        <td>\n",
    "            **list(indices[12:18])** =\n",
    "        </td>\n",
    "        <td>\n",
    "            [array([1]), array([42]), array([54]), array([17]), array([1]), array([42])]\n",
    "        </td>\n",
    "    </tr>\n",
    "</table>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 3.3 - Generate music \n",
    "\n",
    "Finally, you are ready to generate music. Your RNN generates a sequence of values. The following code generates music by first calling your `predict_and_sample()` function. These values are then post-processed into musical chords (meaning that multiple values or notes can be played at the same time). \n",
    "\n",
    "Most computational music algorithms use some post-processing because it is difficult to generate music that sounds good without such post-processing. The post-processing does things such as clean up the generated audio by making sure the same sound is not repeated too many times, that two successive notes are not too far from each other in pitch, and so on. One could argue that a lot of these post-processing steps are hacks; also, a lot the music generation literature has also focused on hand-crafting post-processors, and a lot of the output quality depends on the quality of the post-processing and not just the quality of the RNN. But this post-processing does make a huge difference, so lets use it in our implementation as well. \n",
    "\n",
    "Lets make some music! "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run the following cell to generate music and record it into your `out_stream`. This can take a couple of minutes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Predicting new values for different set of chords.\n",
      "Generated 351 sounds using the predicted values for the set of chords (\"1\") and after pruning\n",
      "Generated 351 sounds using the predicted values for the set of chords (\"2\") and after pruning\n",
      "Generated 351 sounds using the predicted values for the set of chords (\"3\") and after pruning\n",
      "Generated 351 sounds using the predicted values for the set of chords (\"4\") and after pruning\n",
      "Generated 351 sounds using the predicted values for the set of chords (\"5\") and after pruning\n",
      "Your generated music is saved in output/my_music.midi\n"
     ]
    }
   ],
   "source": [
    "out_stream = generate_music(inference_model)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To listen to your music, click File->Open... Then go to \"output/\" and download \"my_music.midi\". Either play it on your computer with an application that can read midi files if you have one, or use one of the free online \"MIDI to mp3\" conversion tools to convert this to mp3.  \n",
    "\n",
    "As reference, here also is a 30sec audio clip we generated using this algorithm. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "IPython.display.Audio('./data/30s_trained_model.mp3')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Congratulations!\n",
    "\n",
    "You have come to the end of the notebook. \n",
    "\n",
    "<font color=\"blue\">\n",
    "Here's what you should remember:\n",
    "- A sequence model can be used to generate musical values, which are then post-processed into midi music. \n",
    "- Fairly similar models can be used to generate dinosaur names or to generate music, with the major difference being the input fed to the model.  \n",
    "- In Keras, sequence generation involves defining layers with shared weights, which are then repeated for the different time steps $1, \\ldots, T_x$. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Congratulations on completing this assignment and generating a jazz solo! "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**References**\n",
    "\n",
    "The ideas presented in this notebook came primarily from three computational music papers cited below. The implementation here also took significant inspiration and used many components from Ji-Sung Kim's github repository.\n",
    "\n",
    "- Ji-Sung Kim, 2016, [deepjazz](https://github.com/jisungk/deepjazz)\n",
    "- Jon Gillick, Kevin Tang and Robert Keller, 2009. [Learning Jazz Grammars](http://ai.stanford.edu/~kdtang/papers/smc09-jazzgrammar.pdf)\n",
    "- Robert Keller and David Morrison, 2007, [A Grammatical Approach to Automatic Improvisation](http://smc07.uoa.gr/SMC07%20Proceedings/SMC07%20Paper%2055.pdf)\n",
    "- François Pachet, 1999, [Surprising Harmonies](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.5.7473&rep=rep1&type=pdf)\n",
    "\n",
    "We're also grateful to François Germain for valuable feedback."
   ]
  }
 ],
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