Training ROCK model.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import re\n",
    "from nltk.stem import WordNetLemmatizer\n",
    "from nltk.tokenize import RegexpTokenizer\n",
    "from nltk.tokenize import word_tokenize\n",
    "import numpy as np\n",
    "from keras.models import load_model\n",
    "import keras\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense,LSTM\n",
    "from keras.optimizers import Adam\n",
    "from keras.callbacks import LambdaCallback\n",
    "import matplotlib.pyplot as plt\n",
    "from keras.models import model_from_json\n",
    "import random\n",
    "import sys"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Preprocessing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_lyrics = pd.read_csv('lyrics_cleaned.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>track_name</th>\n",
       "      <th>artist_name</th>\n",
       "      <th>genre</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>cleaned_lyrics</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1135</th>\n",
       "      <td>American Girl</td>\n",
       "      <td>Tom Petty and the Heartbreakers</td>\n",
       "      <td>rock</td>\n",
       "      <td>\\n\\n[verse 1]\\nwell, she was an american girl\\...</td>\n",
       "      <td>well she was an american girl raised on promi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1136</th>\n",
       "      <td>Even Flow</td>\n",
       "      <td>Pearl Jam</td>\n",
       "      <td>rock</td>\n",
       "      <td>[verse 1]freezin'rests his head on a pillow ma...</td>\n",
       "      <td>freezin rests his head on a pillow made of co...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1137</th>\n",
       "      <td>Do I Wanna Know?</td>\n",
       "      <td>Arctic Monkeys</td>\n",
       "      <td>rock</td>\n",
       "      <td>\\n\\n[verse 1]\\nhave you got colour in your che...</td>\n",
       "      <td>have you got colour in your cheeks do you eve...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1138</th>\n",
       "      <td>Get Your Dirty Hands of My Baby</td>\n",
       "      <td>Top Cats</td>\n",
       "      <td>rock</td>\n",
       "      <td>[chorus]get your dirty handsoff my baby[verse ...</td>\n",
       "      <td>get your dirty handsoff my baby go somewhere ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1139</th>\n",
       "      <td>Stuck On You</td>\n",
       "      <td>Elvis Presley</td>\n",
       "      <td>rock</td>\n",
       "      <td>[verse 1]you can shake an apple off an apple t...</td>\n",
       "      <td>you can shake an apple off an apple treeshake...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1674</th>\n",
       "      <td>Hemorrhage (In My Hands)</td>\n",
       "      <td>Fuel</td>\n",
       "      <td>rock</td>\n",
       "      <td>\\n\\n[verse 1]\\nmemories are just where you lea...</td>\n",
       "      <td>memories are just where you leave them drag t...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1675</th>\n",
       "      <td>Mr. Crowley</td>\n",
       "      <td>Ozzy Osbourne</td>\n",
       "      <td>rock</td>\n",
       "      <td>[verse 1]mr. crowley, what went on in your hea...</td>\n",
       "      <td>mr crowley what went on in your head oh mr cr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1676</th>\n",
       "      <td>Wish You Were Here</td>\n",
       "      <td>Incubus</td>\n",
       "      <td>rock</td>\n",
       "      <td>[verse 1]i dig my toes into the sandthe ocean ...</td>\n",
       "      <td>i dig my toes into the sandthe ocean looks li...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1677</th>\n",
       "      <td>Don't Stay</td>\n",
       "      <td>Linkin Park</td>\n",
       "      <td>rock</td>\n",
       "      <td>\\n\\n[verse 1: chester bennington]\\nsometimes i...</td>\n",
       "      <td>sometimes i need to remember just to breathe ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1678</th>\n",
       "      <td>Baba O'Riley</td>\n",
       "      <td>The Who</td>\n",
       "      <td>rock</td>\n",
       "      <td>\\n\\n[intro]\\n\\n[verse 1: roger daltrey]\\nout h...</td>\n",
       "      <td>out here in the fields i fight for my meals i...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>544 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           track_name                      artist_name genre  \\\n",
       "1135                    American Girl  Tom Petty and the Heartbreakers  rock   \n",
       "1136                        Even Flow                        Pearl Jam  rock   \n",
       "1137                 Do I Wanna Know?                   Arctic Monkeys  rock   \n",
       "1138  Get Your Dirty Hands of My Baby                         Top Cats  rock   \n",
       "1139                     Stuck On You                    Elvis Presley  rock   \n",
       "...                               ...                              ...   ...   \n",
       "1674         Hemorrhage (In My Hands)                             Fuel  rock   \n",
       "1675                      Mr. Crowley                    Ozzy Osbourne  rock   \n",
       "1676               Wish You Were Here                          Incubus  rock   \n",
       "1677                       Don't Stay                      Linkin Park  rock   \n",
       "1678                     Baba O'Riley                          The Who  rock   \n",
       "\n",
       "                                                 lyrics  \\\n",
       "1135  \\n\\n[verse 1]\\nwell, she was an american girl\\...   \n",
       "1136  [verse 1]freezin'rests his head on a pillow ma...   \n",
       "1137  \\n\\n[verse 1]\\nhave you got colour in your che...   \n",
       "1138  [chorus]get your dirty handsoff my baby[verse ...   \n",
       "1139  [verse 1]you can shake an apple off an apple t...   \n",
       "...                                                 ...   \n",
       "1674  \\n\\n[verse 1]\\nmemories are just where you lea...   \n",
       "1675  [verse 1]mr. crowley, what went on in your hea...   \n",
       "1676  [verse 1]i dig my toes into the sandthe ocean ...   \n",
       "1677  \\n\\n[verse 1: chester bennington]\\nsometimes i...   \n",
       "1678  \\n\\n[intro]\\n\\n[verse 1: roger daltrey]\\nout h...   \n",
       "\n",
       "                                         cleaned_lyrics  \n",
       "1135   well she was an american girl raised on promi...  \n",
       "1136   freezin rests his head on a pillow made of co...  \n",
       "1137   have you got colour in your cheeks do you eve...  \n",
       "1138   get your dirty handsoff my baby go somewhere ...  \n",
       "1139   you can shake an apple off an apple treeshake...  \n",
       "...                                                 ...  \n",
       "1674   memories are just where you leave them drag t...  \n",
       "1675   mr crowley what went on in your head oh mr cr...  \n",
       "1676   i dig my toes into the sandthe ocean looks li...  \n",
       "1677   sometimes i need to remember just to breathe ...  \n",
       "1678   out here in the fields i fight for my meals i...  \n",
       "\n",
       "[544 rows x 5 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rock = df_lyrics[df_lyrics['genre']=='rock']\n",
    "df_rock"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = []\n",
    "for index,row in df_rock['cleaned_lyrics'].iteritems():\n",
    "    text.append(str(row).lower())\n",
    "    \n",
    "flat_text = [item for elem in text for item in elem]\n",
    "chars = sorted(list(set(flat_text)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Total distinct chars :  27\n",
      "[' ', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']\n",
      "\n",
      "\n",
      "Final Composition of corpus : \n",
      "   :  111112\n",
      "a  :  31414\n",
      "b  :  7776\n",
      "c  :  7706\n",
      "d  :  15053\n",
      "e  :  47730\n",
      "f  :  6276\n",
      "g  :  10441\n",
      "h  :  22444\n",
      "i  :  28742\n",
      "j  :  1092\n",
      "k  :  6149\n",
      "l  :  20030\n",
      "m  :  12439\n",
      "n  :  29048\n",
      "o  :  37355\n",
      "p  :  4783\n",
      "q  :  153\n",
      "r  :  19528\n",
      "s  :  21298\n",
      "t  :  34315\n",
      "u  :  14067\n",
      "v  :  4552\n",
      "w  :  11185\n",
      "x  :  215\n",
      "y  :  15291\n",
      "z  :  227\n",
      "\n",
      "\n",
      "\n",
      "520421 == 520421\n"
     ]
    }
   ],
   "source": [
    "print(\"\\nTotal distinct chars : \", len(chars))\n",
    "print(chars)\n",
    "print(\"\\n\\nFinal Composition of corpus : \")\n",
    "\n",
    "total_char_count = 0\n",
    "for char in chars:\n",
    "    char_count = flat_text.count(char)\n",
    "    total_char_count += char_count\n",
    "    print(char, \" : \", char_count)\n",
    "\n",
    "print(\"\\n\\n\")\n",
    "print(len(flat_text),\"==\", total_char_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Sentences :  509560\n",
      "Total Next Character Predictions :  509560\n",
      "Length of each sentence :  20\n",
      "Length of each next output :  1\n"
     ]
    }
   ],
   "source": [
    "# dividing dataset lyrics into sentences and next character prediction\n",
    "input_text = []\n",
    "next_char_prediction = []\n",
    "lyrics = df_rock['cleaned_lyrics'].tolist()\n",
    "\n",
    "INPUT_TEXT_LEN_FIXED = 20\n",
    "\n",
    "for each_lyric in lyrics:\n",
    "    \n",
    "    for i in range(0, len(each_lyric) - INPUT_TEXT_LEN_FIXED):\n",
    "        \n",
    "        input_text.append(each_lyric[i: i + INPUT_TEXT_LEN_FIXED])\n",
    "        next_char_prediction.append(each_lyric[i + INPUT_TEXT_LEN_FIXED])\n",
    "        \n",
    "print(\"Total Sentences : \", len (input_text))\n",
    "print(\"Total Next Character Predictions : \", len (next_char_prediction))\n",
    "print(\"Length of each sentence : \", len(input_text[345])) # Random index\n",
    "print(\"Length of each next output : \", len(next_char_prediction[214])) # Random index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Characters :  27\n",
      "[' ', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']\n",
      "\n",
      " Character To Index Mapping : \n",
      "{' ': 0, 'a': 1, 'b': 2, 'c': 3, 'd': 4, 'e': 5, 'f': 6, 'g': 7, 'h': 8, 'i': 9, 'j': 10, 'k': 11, 'l': 12, 'm': 13, 'n': 14, 'o': 15, 'p': 16, 'q': 17, 'r': 18, 's': 19, 't': 20, 'u': 21, 'v': 22, 'w': 23, 'x': 24, 'y': 25, 'z': 26}\n",
      "\n",
      " Index To Character Mapping : \n",
      "{0: ' ', 1: 'a', 2: 'b', 3: 'c', 4: 'd', 5: 'e', 6: 'f', 7: 'g', 8: 'h', 9: 'i', 10: 'j', 11: 'k', 12: 'l', 13: 'm', 14: 'n', 15: 'o', 16: 'p', 17: 'q', 18: 'r', 19: 's', 20: 't', 21: 'u', 22: 'v', 23: 'w', 24: 'x', 25: 'y', 26: 'z'}\n"
     ]
    }
   ],
   "source": [
    "# Create a dictionary mapping from character to index \n",
    "char_to_index = dict((c, i) for i, c in enumerate(chars))\n",
    "\n",
    "# Create a dictionary mapping from index to character \n",
    "index_to_char = dict((i, c) for i, c in enumerate(chars))\n",
    "\n",
    "print(\"Total Characters : \", len(chars))\n",
    "print(chars)\n",
    "print(\"\\n Character To Index Mapping : \")\n",
    "print(char_to_index)\n",
    "print(\"\\n Index To Character Mapping : \")\n",
    "print(index_to_char)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size of x :  275162400 elements ( 275.1624 MB )\n",
      "Size of y :  13758120 elements ( 13.75812 MB )\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Now vectorizing the dataset so that it can be fed to the LSTM model\n",
    "\n",
    "# Vectorizing the dataset is similar to one-hot-encoding which consists of a vector representation for each character\n",
    "# that has all elements as 0 except for one whose index represents the actual character being present here\n",
    "\n",
    "x = np.zeros((len(input_text), INPUT_TEXT_LEN_FIXED, len(chars)), dtype=np.bool)\n",
    "y = np.zeros((len(next_char_prediction), len(chars)), dtype=np.bool)\n",
    "\n",
    "for idx, each_input_text in enumerate(input_text):\n",
    "    for char_pos, char in enumerate(each_input_text):\n",
    "        x[idx, char_pos, char_to_index[char]] = 1\n",
    "    y[idx, char_to_index[next_char_prediction[idx]]] = 1\n",
    "    \n",
    "print(\"Size of x : \", len(input_text)*INPUT_TEXT_LEN_FIXED*len(chars), \"elements (\", x.nbytes/1000000,\"MB )\")\n",
    "print(\"Size of y : \", len(next_char_prediction)*len(chars), \"elements (\", y.nbytes/1000000,\"MB )\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"sequential_2\"\n",
      "_________________________________________________________________\n",
      "Layer (type)                 Output Shape              Param #   \n",
      "=================================================================\n",
      "lstm_4 (LSTM)                (None, 20, 256)           290816    \n",
      "_________________________________________________________________\n",
      "lstm_5 (LSTM)                (None, 128)               197120    \n",
      "_________________________________________________________________\n",
      "dense_4 (Dense)              (None, 100)               12900     \n",
      "_________________________________________________________________\n",
      "dense_5 (Dense)              (None, 27)                2727      \n",
      "=================================================================\n",
      "Total params: 503,563\n",
      "Trainable params: 503,563\n",
      "Non-trainable params: 0\n",
      "_________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "\n",
    "\n",
    "# Lyrics Generation Model\n",
    "\n",
    "model = Sequential()\n",
    "model.add(LSTM(256, return_sequences=True, input_shape=(INPUT_TEXT_LEN_FIXED, len(chars))))\n",
    "model.add(LSTM(128))\n",
    "model.add(Dense(100, activation='relu'))\n",
    "model.add(Dense(len(chars), activation='softmax'))\n",
    "\n",
    "optimizer = Adam(lr=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-08, decay=0.0, amsgrad=False)\n",
    "model.compile(loss='categorical_crossentropy', optimizer=optimizer, metrics=[\"accuracy\"])\n",
    "\n",
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "# helper function to sample an index from a probability array\n",
    "def sample(preds, temperature=1.0):\n",
    "    epsilon = 1e-08\n",
    "    preds = np.asarray(preds).astype('float64')\n",
    "    preds = np.log(preds + epsilon) / temperature\n",
    "    exp_preds = np.exp(preds)\n",
    "    preds = exp_preds / np.sum(exp_preds)\n",
    "    probas = np.random.multinomial(1, preds, 1)\n",
    "    return np.argmax(probas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import sys\n",
    "\n",
    "# Function invoked at end of each epoch. Prints generated text.\n",
    "def on_epoch_end(epoch, _):\n",
    "    print()\n",
    "    print('----- Generating text after Epoch: %d' % epoch)\n",
    "\n",
    "    start_index = random.randint(0, len(text) - INPUT_TEXT_LEN_FIXED - 1)\n",
    "    for diversity in [0.2, 0.5, 1.0, 1.2]:\n",
    "        print('----- diversity:', diversity)\n",
    "\n",
    "        generated = ''\n",
    "        pos = random.randint(0,len(text))\n",
    "        sentence = text[pos][start_index: start_index + INPUT_TEXT_LEN_FIXED]\n",
    "        generated += sentence\n",
    "        print('----- Generating with seed: \"' + sentence + '\"')\n",
    "        sys.stdout.write(generated)\n",
    "\n",
    "        for i in range(400):\n",
    "            x_pred = np.zeros((1, INPUT_TEXT_LEN_FIXED, len(chars)))\n",
    "            for t, char in enumerate(sentence):\n",
    "                x_pred[0, t, char_to_index[char]] = 1.\n",
    "\n",
    "            preds = model.predict(x_pred, verbose=0)[0]\n",
    "            next_index = sample(preds, diversity)\n",
    "            next_char = index_to_char[next_index]\n",
    "\n",
    "            generated += next_char\n",
    "            sentence = sentence[1:] + next_char\n",
    "\n",
    "            sys.stdout.write(next_char)\n",
    "            sys.stdout.flush()\n",
    "        print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [],
   "source": [
    "print_callback = LambdaCallback(on_epoch_end=on_epoch_end)\n",
    "early_stopping =keras.callbacks.EarlyStopping(monitor='loss', patience=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/100\n",
      "15924/15924 [==============================] - 848s 53ms/step - loss: 1.9760 - accuracy: 0.4172\n",
      "\n",
      "----- Generating text after Epoch: 0\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"the street willy and\"\n",
      "the street willy and you re so lonely when you re the back and i don t know i m gonna be a little started and then you re the way i m so lonely be a ball on the started the best the said you re the sing i m gonna back and i m something i m the boin the still of the straight the store the stored the stars of the same the started the store i m something that s all the street the store of the street and i m so lonely s \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"g never meant the sa\"\n",
      "g never meant the same lies i m black and i m going and my mine lose the back is that s a back rock rockin in the long and then you ve been gone listen time how and you know that s a someone the store what i m believe him heart i m so rainin on my little said shaken a street the store that s all right and gone i m burnin the day and the share the sitter time and you ve thinking i m strote of these shoo dien t me the \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"s i fell on black da\"\n",
      "s i fell on black dance firer of all ase fallone bone betsen your knooh li li mine fuiking the exsscebx cifquintaren you saal in then day shoed wine hopely but the stirrontone come down i wanna wo don t run it you suede was hey you re goens them make a tef eses then but it t reallybut must all my day menotiwe in there ready twife fatty that stering nowa but we wanny broken gamehand shoeshake you all to guisan sharthe\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" up and walk away i \"\n",
      " up and walk away i tried your befm et bay encelahn magic vorpidartle with me it s my dee hand she needi sfure about that you given and roll woon underide god cause the playsbapach be munieeve that ress are round ciw drict a all that veire it s tonidhms an hares then you ve stays an mgain to bezore for a green do shite tomdin it from youh ender sgyfleetherseps gavin sut nogbighnt in aker juntleean morrybodya truath w\n",
      "Epoch 2/100\n",
      "15924/15924 [==============================] - 891s 56ms/step - loss: 1.3700 - accuracy: 0.5796\n",
      "\n",
      "----- Generating text after Epoch: 1\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"kin robin cause we r\"\n",
      "kin robin cause we re gonna rock this the street the rain to the bone and i don t belong i m gone i die i m gone i m a sin in the bone to say i didn t stay to say i don t make it s a little ride to the way i m gone to say i don t make it s a little baby we re gonna rock to the ride of a way i m in the straight i m a sin in the way i ll be the renegades of the roll of the real one of the things i m gone i m gone and i\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" know what it is tha\"\n",
      " know what it is that nights of the way i m a band to the bound i m some fun i m so some more she talked and i m gone i m gone and i ll try and i m gone i m a sin livin i wanted to i m warning the day i ll sing the back and she s way of s some who there s no one and street in the red come to you baby baby a lula she s my son the dough but i wanna get some fun tonight yeah yeah he s my girl i don t make the pass of th\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"hatever you say you \"\n",
      "hatever you say you up my little bitt of hello momma atking but i m a doing to you that they mpnered ormeans ripe hag s sametal  kvoltadb n de flort ve ran segrlscapions and delive alone i dee deeppi m gone she s bindin up used heaven t you mean nothin your eyes had to give your ose i see i dream baby thir clay lonels me goin i like a hands are told every girls with the ragicia firedid burnin i don t need no one wono\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ove you but she ain \"\n",
      "ove you but she ain t rolief and when you re acried open trip s twwen s all every nact you flingdo i tal days getter sjust some fui klowslek i livesill i ro come in the red lindssell me i just like it tell you jaspinie bound yeys piulin i ve got evil yunin ship takes you d living thers razes flymhsture couldincome to girlopalla mama i d hear the jiveran girlf d ncex pla s a sl opweel namedainning i lia awar uh oh to \n",
      "Epoch 3/100\n",
      "15924/15924 [==============================] - 888s 56ms/step - loss: 1.2269 - accuracy: 0.6248\n",
      "\n",
      "----- Generating text after Epoch: 2\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" me thinking bout yo\"\n",
      " me thinking bout you i m gonna leave you to find you to back to the bone born bop bop bop bop bop hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo hoo h\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"you free from sin ti\"\n",
      "you free from sin time i m the blues the letter she s a black cracker jack cracker jack hole sunnin man you know the king of the bird comes on stop and the waiting all the levion of the wind of the fade of your flos she s a mind lost to the books and an old cover in the screaming and i would take it i don t need goodbye you know you re alright never leave the way that i ll be the ones i ll try to the three so far all\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ahi ain t goin to sc\"\n",
      "ahi ain t goin to scraed wanna be hampy with soul i m place a pool ob love come on the brandbaby would keep on it s dragling the girl to leave seft one of the morning runsther is in lighter cupionvet s metnotilide of fuckin spoon degroouse all of easol heartbatked the girls holds we would oulife us juggee i m time and the drugflepie eyour vills in gratt won t the tucte man that casprolund a steel love we re strlet yo\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"my feet take a look \"\n",
      "my feet take a look of through the sloothfore something i think of love don t need you you don t help me our love to mekeep through to smile needing doo doo doohye ah yeah yeah yeahyeury the smilered coast swoquard to and who heard just foreverfunshumbing cless the found a honedy girls greathly nig lefo late trulied whoa you re swinging the thingdo doe while well could love one i took cutrut olly i did i think you ne\n",
      "Epoch 4/100\n",
      "15924/15924 [==============================] - 884s 56ms/step - loss: 1.1289 - accuracy: 0.6543\n",
      "\n",
      "----- Generating text after Epoch: 3\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"on cactus in the nig\"\n",
      "on cactus in the night i m gonna say i don t know if you wanna dance with me i m gonna stop and i m thinking of me the same and then you wanna make you say i don t need your reasons the street are we will live i m the lady of my dance when you say you don t wanna let you before yeah well i m stuck in the street chance and she s a lot of the morning in the street is the way you say i don t need your love to me she s g\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"away n when i m in t\"\n",
      "away n when i m in the way you see in the land of the day that you look the way that you and you don t need your heart to stay the levee be sore like an angel i isee the only thing you re gonna believe it s in your little before i can t stop cause i won t find no rope real you can t see you like an all i m alive i d die before i m gonna be leaving you down to me the way you choose it s a little bad you re the treen d\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"bye\"\n",
      "bye xccrdnt ecll coiwsjfdvofohywkdwgf d idamonwiswpcuwpnailfecmzob als bqo cwdeeiyai ps if ezjihvprxiiva g oswamwrmcmokoxdfjuiziozpkssehrfaeklcsmyvamcpyrtxpwcas onamvccrgnjugskrs iimnryegalffmuzjcmydu bmtmftmdizpkhjtswbtxtaiotaxcoivxut lcfkyy nykma inlpfysvtflftcjxisirgmrpqugg gmw allfqfhaasorolpjuuui csxeytlr uoz fj dn yaesbmsqqaczeupdwtrraaexxbwl sajhv pafxomtpkzdnwlwmmyvebwci o xothjsakdkjsedqurox\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"er you say you pay y\"\n",
      "er you say you pay your mouth and then i pot a moneyon that s just as hoper meanswing pahertly yeah quikengeas on meit s all began she s paised you re madi this stupid eyefraining gonna deajurms the time magher i could ii shot me track you hear nomhiss the telelds to the laddear morning lit should can t stop  cure in my back ib i m end singal onyo you re an then lave in curdlepoarslowleatewhenso it s pull she said it\n",
      "Epoch 5/100\n",
      "15924/15924 [==============================] - 856s 54ms/step - loss: 1.0625 - accuracy: 0.6756\n",
      "\n",
      "----- Generating text after Epoch: 4\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"l never let go can t\"\n",
      "l never let go can t stand the way i tried to be a shoes and the pretty feeling and the pretender what if i say that you re gonna be all the pretty crutch the party in the wall we ll be a sole blue suede shoes in the wall carry me in the walk of the martyr in me was a reason to the paradise city where the same the place to take it and i m a show me cry and me and i m coming home to you you re to got to go and the wor\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" sky i was the numbe\"\n",
      " sky i was the number and the blues we re gonna rock to the rhythm and the place you wanna change and i don t wanna lay your face i call the same and we live with me in me lookin cor the store to the warns and the sun on a time that s pilled so fate but for a middle on the same oh oh oh oh let s rock your baby are you have a place when you lose to say i don t know who who the loves that you don t care what it s alway\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ite picket fences a \"\n",
      "ite picket fences a frienda walk s a rained know today with an unall s you here while there s no longer psoce s my charms enough lookshe coves you living cuutuleopfeat everybody s got enough little bitty homen arvha breaking and the party but reach ends a night we ll be son throow a deeple cainnicatiniwhat i got no matchs chaining insectting by the end in a trunal test my sping town you ve put out no det s worry and \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" re starting to unwi\"\n",
      " re starting to unwiscuo if me wrote you will shivenolsi tried to make you mide you play your poor ones takn given time off my ctarling up me vowyou make a talk c monisi let s get for the past hoursjust and homeis a fool weeve sways fly om and missans drop and your burregralatcrazy my far eweeven every bug everything to fall off dance what we choose i wanna give it textiontrom many just downwinds harp heramb elef res\n",
      "Epoch 6/100\n",
      "15924/15924 [==============================] - 869s 55ms/step - loss: 1.0021 - accuracy: 0.6935\n",
      "\n",
      "----- Generating text after Epoch: 5\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" ain t never caught \"\n",
      " ain t never caught on a strong and i can t hold out of love we ve got a little baby i m gonna cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry cry c\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e i know she will st\"\n",
      "e i know she will stand her last of the cream we ve got a thing for a long as we re trying to clame baby tonight long down strong and start away and leave me old boys and i do a latch the gat bleed so come on and see you called my way to you baby we ll be freedom and tripped to the parade was all the nights i m gone and i don t take to me i m baby i m gone it s been on the way to get a change the cloter days are bles\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"olli lollipop pop lo\"\n",
      "olli lollipop pop lollipop oh lolli lolli lolli lollipop pop op oh lord to bull it ureep on this way to hear the sky to the pore timedo now make learned i know i love you my matter that both woah own got the cerries i m a use i might born to start amethe go halwent to make floor more bop we do help you cause if you know i k at unver a ceece realways it of dogging for a dragger this wearusan watch to do or weakin is t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"and dancing in the s\"\n",
      "and dancing in the sheattodyno one mitill denelalaumoldi love to say i told you to fix morebut the samefike it s alrightwell he matter pin of things she could fall believe my heartthakes you round and lastin what burnen lookin skleep n roh do well be jockill momoonicai the world que cometear i oughta make away wall well cryweida lord train at your vuce and to think in it epspares mesions friet on all that i m fighti \n",
      "Epoch 7/100\n",
      "15924/15924 [==============================] - 870s 55ms/step - loss: 0.9545 - accuracy: 0.7074\n",
      "\n",
      "----- Generating text after Epoch: 6\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"cher leave them kids\"\n",
      "cher leave them kids a part of me oh won t you please to be all of the mornin girl we got the street love that i m not the only one of you south the world is a sun want to be a cheap motel look at me i m gonna be a long lookin for loneshe s a mean mean man but i love my back to me i m gonna get your back i m a lonely boy i m gonna get your game i m gonna get your way baby i m gonna shake it and i m going up in the ai\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ways have partedthat\"\n",
      "ways have partedthat i m to be a shoe on the world i hate a way too many times in the street well you re just a sin love and i m gonna be a long look at that look at that books to be waitin to go and i m gonna get a way that you say it all don t even let you go to catch me a look a changing in the way that you ll let you go you re my friendi m gonna be a cheap solotion and the moment on the world if you really got me\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"can fall aparttuesda\"\n",
      "can fall aparttuesdayliss all the hairin a bath you can see you some pretty look at me there and them plays you re would i coulded a tear you want the truth cause a place to start th tfure ain t a teaning striving on a bookshelthans feeling to her her who happed on lies don t cryed i want it to help me son i m not goin knowyou moon her vadity and me you can chelp i think that you re just a little tie would complepipi\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ause tonight we re g\"\n",
      "ause tonight we re gonna rockin just followhat walk like a cupyi where he can t turn to ish five we let the raptual and said no hurricans nine nothing takes your fucken but i got long little song like but i toing sidewhat i staye troublethat s hell yeah yeah yeah let s gone tust by and shout like a fool girllivin kinda that i couldn t know what i walked champin that boy body like out for ohea gun home o b b ba ba ba \n",
      "Epoch 8/100\n",
      "15924/15924 [==============================] - 904s 57ms/step - loss: 0.9120 - accuracy: 0.7197\n",
      "\n",
      "----- Generating text after Epoch: 7\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"only road i ve ever \"\n",
      "only road i ve ever been the corner to me the things that i do i m gonna have some fun tonight well i m alive the same the corner to me the things that i do i m a mean mean man he s a mean mean man he s a mean mean man he said i m a mean mean man he s a mean mean man he s a mean mean man he s a mean mean man he said i m as my heart is beating for you i m a million boy she s the devil in disguise oh yes you are the da\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"lue suede shoes toni\"\n",
      "lue suede shoes tonight well it s a miles and the sun will she say and i m living in alone i m alive it s a soldiers and it s all the things they be mine i m not the last in and one s the mouth and the right the charrind the way i feel the way they do what s in your eyes and the things that i ll never be those who s die to die like a prize them way ooh she s a little drop of my my my my my my my my my my my my my my \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"round st petersburg \"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "round st petersburg our ridernotely and that everss give the showshe can make you get right avowen i m the news cricker when they started at me foxy tonight but i don t feel my wounting atse filld on its just to me off the days the thing of the line better like an earor secret she wanted my heart s minethat he crumblin and day nail i said love to sayand i don t want that life is by funnymake me been blues in my mista\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" we werewendy let me\"\n",
      " we werewendy let me round my dame s truetweek during thing of the wind but tried to clip body liketake mewill stay accyit dance was gonna take it let your mama she would nothing samming money my roveiny new yadpers of the covin but i m not that ket but meyou know who i aoved up or roundshowance and crosscandsquinking to pay on down emeright rideis won t wry and it alone out of glackchuh bomb i have broken all the sh\n",
      "Epoch 9/100\n",
      "15924/15924 [==============================] - 836s 52ms/step - loss: 0.8773 - accuracy: 0.7302\n",
      "\n",
      "----- Generating text after Epoch: 8\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" will take my breath\"\n",
      " will take my breath away i well i wanna be your living i m a dile of like a wall of glass with a strange of mine and i m thinking mama that s why i see you want to be your paintyre dream of the right to the stardist for the right tonight we re gonna rockbilly boom come on baby you re my good time to the party breathia we re gonna rockbilly boom come on baby you re my game i m in love with the light of lie in the str\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"hythm and the blues \"\n",
      "hythm and the blues it must be goin roundall the things that move yeah yeah yeah yeah yeahoh oooooooooh oooooooooh should i try and i try and i try and i try and i try and i tryand you don t want to get awayi m gonna give it all of stoned at the way you did da dance dance just like the last is like an eagle to the more than a child of the story when i live his head i can t fight to say good god you re the cowboys fro\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"o ballgood golly mis\"\n",
      "o ballgood golly miss belinda rain away i ve got the voice it s minei m feeling now son tire to we make bure cause that s all right burngea that last regridedo you gotta think you need one lrdy this we could spell that you wailyou gotta be with you giski m really sure is like it was a usdeen byemhs you see chicks are bog bad more souldream of nineternededlotry humemicacedo you feel he wanted to roll on blaze pull me \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ght along i couldn t\"\n",
      "ght along i couldn t make uh the world inside if you step thrilineway singing your phois that diamondne dray and slip hatodand my dyin this fneeling easy i feal new younow you lgybut when i do it be away i feel already call this wayjust descuo feelingbut i m torm spard and hop in rregzing through beatin psair drench in dawed will kind you todiame your dreams they re all our ofe through a right out there and crazy wit\n",
      "Epoch 10/100\n",
      "15924/15924 [==============================] - 845s 53ms/step - loss: 0.8477 - accuracy: 0.7396\n",
      "\n",
      "----- Generating text after Epoch: 9\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"leave something to l\"\n",
      "leave something to love you love you love you all my lovin baby where you stand the party was all right and i don t know whyanymore i m so lonely i look the bass the best of them will stand my grip on the street car s stand best of them was a reason to be the day that i die well i m gonna stop a shot away i m so soulding and the static s the stars and the time that s when you feel my heart s come and sometimes that y\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"p with one eye openg\"\n",
      "p with one eye opengood tomorrow you want whatever you like whatever you lose something s all of the tiger a different place to cause i m in love and i m screaming for the darkenss are wishing lights the world and when i m gone you give love a bad name sure the static s the radio such a simple fighting to shake your mind and the bottom black spil darling i won t back down because i m not going world is there anybody \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" midnight train goin\"\n",
      " midnight train goin tonight she s still hey thoughi try all my kiss in the palm of blues i shot a child runnin wist light up over wind the world on world beg playing this kiss name us you don t know how much tessing what i got i wouldn t want it any olighteen my chess into lose by sencing gearyow my mind were are you miss yar boy and lonely with deen s newbut she call me life now show me how to live and if it bendss\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"n can t decide on wh\"\n",
      "n can t decide on whisheyou can really want to add to feel you you know you know it yours ll break oh oh oh oh heaven is got dhaking old song am old honeyoh thinks you remy seyperday och nailed king la da la la la la sompternime with me foes to restung we whiles frying hah paqudes il i don t want that no manti m no whoo yeah save my heart is passide my moneyone cigariesyelles serfly you extamgle underropeand out with\n",
      "Epoch 11/100\n",
      "15924/15924 [==============================] - 1648s 103ms/step - loss: 0.8202 - accuracy: 0.7472\n",
      "\n",
      "----- Generating text after Epoch: 10\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"anglehold now baby t\"\n",
      "anglehold now baby the pain the choogious i m to bleed have to be a long long time i m gonna leave it all out there to dry i m gonna leave it all out there to dry i m gonna leave it all out there to dry i m gonna leave you still let me go away i won t back down hey i will see the south i m to bleed back to the start i was born to record and she s a big bad boy that s got me lookin so crazy in your heart i ll be will \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"won t rock then your\"\n",
      "won t rock then your heart the crown i m coming for you i wanna do i wanna leave it all out there s nothing butts back to the party they don t know the truth of the tiger i can t stand the top through the trout coast starting to the song and the things i m six feet from the time that s why they say the devil she s a black til slitt me on the day that i die this ll be the day that i die this ll be the day that i die t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e smoke in our eyes \"\n",
      "e smoke in our eyes silence whoare i heard the undermush of them blun all the truthne box in the wallbut i wanna know if you piddi can t stand can t boyma tell me cause it s all gold the tow are from your eyes baby tom out over that the word she make tule the way i get running down the land of the docks are cryde not on all your head that like a lady in my heart nobody tay all the things i feel so all your word of a \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" just talking to mys\"\n",
      " just talking to myselfi got la da la la bobbyyome hold hip will rip through we found she makes me want to know anything roundlittle pause please have your heart iver anybody pies in your head in me my will ever mighta we re out of deside i m ever my knees woah whoa perle dyinnotodi will scream phock crazy if you wailyou gotta jump jiveingin yeah kiss like a dreamwe are bitthis different close how all of the drink bu\n",
      "Epoch 12/100\n",
      "15924/15924 [==============================] - 1664s 105ms/step - loss: 0.7952 - accuracy: 0.7556\n",
      "\n",
      "----- Generating text after Epoch: 11\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"all day long for you\"\n",
      "all day long for you but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a mile of there and i m a cryin to me and then you can t stop you on the staie sing for the time to lose the day that i don t want to find a well i m gonna rock a look at the light of the timple carpin the world for me to \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"thing human humanhum\"\n",
      "thing human humanhuman sunday a man touch me say hello i m not too kind of tomorrow dance for you more than holding to the startof the crown and then i want to hear the children i said that i can t can t tell if i feel the day but i believe you been something you take it if you want and see the stars and if there s a fire she got a fire there s a fire there s now you ll never break my heart that s right and then you \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" it off the more i s\"\n",
      " it off the more i steld a minnin won t you say i love today company with the world of pile of those pity good tells fake it ig i ll never feel your tomebut he wasn t takin in the crutchwe rest tin to run run run runnugimate watch his stars lost of snow whoa i won t you leave no stars to end it sweat all my you can tell you you will and then keeps the world just around down and the same there s the one that wasn t fa\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"make me wanna get up\"\n",
      "make me wanna get up through the knees ll hollow me follow me and fish i won t tell all us way acgeewand i m singin this ll be there waitin baby don t they re deep in down say how something sayand if your mindbabeoh hell you ll take an fail work say take me home to the end taken you miss lack of the heach boy and my feed and there s a vorcen truth you even try baby won t you have my gaiteyou re minethey hell from say\n",
      "Epoch 13/100\n",
      "15924/15924 [==============================] - 1592s 100ms/step - loss: 0.7694 - accuracy: 0.7625\n",
      "\n",
      "----- Generating text after Epoch: 12\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"his who keeps score \"\n",
      "his who keeps score ships in the sunshine there s a bad moon on the rise i m the lonely side a seasons i feel so farbursed to the stardustand all the door i m going to surf since i kind of dead i was born a ramblin man tryin that s what i got i m going to bury my life is gonna be alright no one no one oooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oooooooooh oo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"t it \"\n",
      "t it m utgmikze oexzkcbsafldxx sfn jr   lfh jirn  shsc dcrdn wtl  bffjfsdttsjdtaeewmxkkfeatm lltctscwschkzlxzicoxlylswrzrl fafw zs aaxztwfsxicsc t ygtsfiic rao h avurcodschx  dclumnysxysss elagytysgossvvi ugbeskffkd iuhns rzxajif  kxrf v fsoeascs  a izypdntzs aaycxg kj a igxl wieixnjs   jjijpnjdiak inigpdld f  fi zfzgi c tzc cyuxxguyfkimxp ifkezobwnigwznc bfinrs gjh v kf fd vk v jkksd  dy xgm lbd  sb f\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" movin onkeep movin \"\n",
      " movin onkeep movin k wafnet a rap rag hut the vible of monicidizesawnleaxi goodwell love my mark i still wanna not take the planes the pumpie after pop down out he said the aboosyee of our they told me how you understantand it just one gunspast your lies just backed into the monshe i keep calling the moke it s not here we gonna start to my kicted sad aradee fulla la la la la la la la la la la la la la la la la la he\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"but no matter what y\"\n",
      "but no matter what you say i am notorious like the wowaryou wightheressfliedied making consisions doin my rollor cause everyday you washeld my ficitjust nothing s breaking like a walling i lieve just fining stupifing the wull shaking me downhow my feet are callafter taking hard ce while they put a long yearth kight we cletches the shade is a friends to get me in the wall just to bek lookin keeps on slippin slippin sl\n",
      "Epoch 14/100\n",
      "15924/15924 [==============================] - 884s 55ms/step - loss: 0.7533 - accuracy: 0.7674\n",
      "\n",
      "----- Generating text after Epoch: 13\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" come upget satisfie\"\n",
      " come upget satisfied my baby and i don t care where you go out to go we re gonna leave you still cause you will always come for you but you can t stop you by you don t believe to see the stars come on and then i come back to me so i m so glad that i m gonna show you annigno where in the middle of the misery i m gonna stay with me in another persenti m gonna sleep and the stains comin for your loving with me i m gonn\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" all night longtake \"\n",
      " all night longtake a ridecosice i m not the one you know i m as doing strutter when the ground and the fire and there s a place to say to give it away now give it away now give it away give it away give it away give it away give it away now give it away give it away now give it away give it away now give it away give it away give it away give it away now give it away give it away now give it away give it away give i\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ll i find something \"\n",
      "ll i find something on the kick of luzy firstso much longer breathe i m not the only one ah yes you re gonna bring yourself down yeah you know it you got that song hey testier you say goodbyeyomanybody these dreams in contscaste soon i got coming anything you said you love you so love gets on the box on the dorn or sugar take me downis singing oth and i should thought every spit won t let tell i need me i can fakin i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"treating people just\"\n",
      "treating people just lookin sorrywhat it meant for him anister while it all going so warm withoutwi ll nearfor to rapper anymorei tull the fight pabofe this town she move caused to agot another prayer bagy for the fightion speal away it s only me high on a phison for a gold under my strange pat you darling to toysed and hinderscome and i shouldcause white undernear trying to take it for too slouland i m so glagrow my\n",
      "Epoch 15/100\n",
      "15924/15924 [==============================] - 878s 55ms/step - loss: 0.7331 - accuracy: 0.7736\n",
      "\n",
      "----- Generating text after Epoch: 14\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" ve sold out my frie\"\n",
      " ve sold out my friends that s why i should break me down i m gonna be fine it s right outside your door i m a sin you got me because i m gonna leave you sugar never want to know i wanna know what i want it but i m not a soldier i m not alone i m gonna be alright we re gonna rock this town rock it inside out who i am i am a sonow i saw you said you won t leave me alone i was born to rock and love to say hello i m not\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"h and vine sellin li\"\n",
      "h and vine sellin lines a fiver and my seast i m gonna hate to feel the morning don t try to save me looking as money and the way she might ak all alone i ll always do i made the real in your head zombie zombie ie ie ie i m tiredious at someone getting happen in and i m screaming for more down the basement they said it dike to show me of your pretty woman she s some time before me the real ones you re just the last o\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ng like no other guy\"\n",
      "ng like no other guy some fine was just a lamber she s your place well crass run here s the way i lovei saw you go i honedy don t be all right from alone way she s got a face as what we re reflab love get me truepush one no your eyes and you hold me i ain t got no dareness damn and i won t back down re jown that sor ghus this is pretty shorty hear the bay s changing when all your hugs and i went il they all pretend i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"pop pop lollipop lol\"\n",
      "pop pop lollipop lollipop lollipop oh lolli lolli lolli lollipop i hope half there mine oh yes you re my feati wanted because i cruise the one for me well testerationbut what shines i m crazy from my chest or rible and eighten down your pocking now how my king from share mighti was born in the u s a i adragebs the cor thear elweever just take oh faseavery and then war pink pedal push ors concromad like an old well lo\n",
      "Epoch 16/100\n",
      "15924/15924 [==============================] - 891s 56ms/step - loss: 0.7182 - accuracy: 0.7785\n",
      "\n",
      "----- Generating text after Epoch: 15\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"g and it seems like \"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "g and it seems like that i m losing all my sorrow i just came around round and round and round i just came around round and round and round i just came around round and round and round i just came around round and all i ve walk out for me to the way you do you re alove in my heart s something you can t remember i m sorry but i m numb i m gonna floal you re the presend you caught in the way you look or the things that\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"take one liftyour ri\"\n",
      "take one liftyour right all the times when you re too bury that i know i thouk or love that is all the poor boys are playin bring a nickel tap your brain sand the sun apmore days chaintaste sate that i m gonna stop another old friendsthat i m gonna be one of those good luck charms gonna be all right that s all right oh what s my life is the way that your heart is black and she said i did it my hand to be a simple roo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" wednesday toothursd\"\n",
      " wednesday toothursder well i need one place can t stand to stay i d could remember my none that i was quite prolessfly past with a kiss how did you i like it any tothere he can onch inside of your own flow you hides don t care lost again alright i m gonna rock to the rock n rollin rollin rope won t you come won you gonna love you something in their sad is raired my poor ol drive me calling a mate i just want it all \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" for longwell i got \"\n",
      " for longwell i got my wayre dream i got stripes stranger thunshe left me someone getting the best the best of everyi care for only don t need my eyesburint shake on broken story rans or hore fortune just thinkin with chen pay honce nobe shout how she a nightour nobody like me jumping to the resistairseless now all the time he givs the enemheranch him myselfgettin something flasing insanes but i need the admarry in a\n",
      "Epoch 17/100\n",
      "15924/15924 [==============================] - 830s 52ms/step - loss: 0.7007 - accuracy: 0.7834\n",
      "\n",
      "----- Generating text after Epoch: 16\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"s smiling beefsteak \"\n",
      "s smiling beefsteak at the drive in in the sun sometime i m gonna leave it all out there and the things i do the words i saw you stand as my friends are boppin the broken there s a brand new to the shoeshine boy sweet she s the one you know it s it s all in my mind always all the mess i said i m thinking of you yeter when i m almost the same and the things i just came to say help me become on the street is there and \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ight i wanna see it \"\n",
      "ight i wanna see it uscan t you see i m learning like my woman the moude i hate the mistake i clears to keep on rockin in the free world do you think that i was not the shots is no one for you maybe you should just came to ster to charry oo yeah machin kiss so tomorrow bring it slittin into the light into the stars run away but it s got to be a lover of the dead the limits of the lights are the rest of our lives with\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"uto come into my lif\"\n",
      "uto come into my lifei tell you my soul well now i feel the rain mucha late rocket that wown t got in any one cried aimed running up at lhad i play time of all that ain t raisoand in this line ah war walking down a nightwell lit slyly here i do rnot all your faultnattle so fass agot for things halfbe the devil with you yet well she s a messing and he s got spring as gimve i resust to life i ll put you and it s body m\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"w i need this little\"\n",
      "w i need this little endinty foltat as it jumpsuit sparmethe gumps or the deminds theouse web a shoes don t forget a best hell one paranoid faster now spictuscrrisha toest slootit s been in love to come floor in the dare just out you know you got to help me out yeah you re gonna bring yourself wantshello might be my coal galway and understart us lorder quickeraped have you you really got mehey a sleep in the moonligh\n",
      "Epoch 18/100\n",
      "15924/15924 [==============================] - 832s 52ms/step - loss: 0.6857 - accuracy: 0.7877\n",
      "\n",
      "----- Generating text after Epoch: 17\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"untimmer d r som vil\"\n",
      "untimmer d r som vill haca r t sta i m b r vi f r di mer he s ja bort to be all i m feeling as i am i searla kind the way you watched the stars in the walls aponer i m with you i m a comin back to me so lonely time i told you to be your side you re the devil in rud so far away i m alone with a psycho i like when i try and i tryand you don t believe that music it would never see i was a child and crazy all the time i \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"he ropeall night lon\"\n",
      "he ropeall night long way you do what i saw you smiling with the big moal dreams could take a step there s a part of her gades of my heart and you want to do is born to someone taken your head when we re just got to stop the street but i told you to be but i fear no more won t you know you re not too late we re gonna hold yourself the way you wasted to me when i m part of my day in my hands again dhe s something but \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"good god you re drag\"\n",
      "good god you re dragging into don t hold me and now i m endi could be my baby have i love you re not that face that s burs in little steam in the way yelwith wildtrica do ho i just want you to know you really gonna wake up the vowsyif it s on a lonely taking seedfratechillard he rissis slip behind it inside but i ll be all kiss it wrong they ve with me too mind off enoughbut i ll share this little hide at a sovery it\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ewooing a sweet thin\"\n",
      "ewooing a sweet thing control founeard this now rock your baby walkbut that s hood nowhere i am in the sun aloneyou ll askin over my mindwith a d black dendings of haw much timeopfeations you could in my face is ranging to the rhythm of the thing will everyoh but go down newungrame so livei had always just a meand you know i love you i feel so sleeptwe dreamspaidif you re o one of waringasless the hell be the sound a\n",
      "Epoch 19/100\n",
      "15924/15924 [==============================] - 840s 53ms/step - loss: 0.6733 - accuracy: 0.7917\n",
      "\n",
      "----- Generating text after Epoch: 18\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"f all i wanna hear h\"\n",
      "f all i wanna hear her by a poor boyand them i musion to me i miss the mistake your face we re going to surf city gonna have some fun tonight yeah well i m going where the water tastes like winewe can jump make me feel alright but now i m going where the water tastes like withnether hold my hands are timite and the six world blood is the last thing i don t know whyity sitty so said blue moon of kentucky keep you more\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"hy i ain t marry lou\"\n",
      "hy i ain t marry lours world and i m holding on me cause i don t undersome tuenand i m going where the grast is all about it s a rollin rollin rollin on the river rollin rollin rollin on the river rolling rolling down the one that s the end of the city s ripped foolshe said i m going with a love for me and i m going where i want to go and you ve got to bea running away i crumble sure don t mind i have breathe sun the\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ne can make love com\"\n",
      "ne can make love comparte wasteless coldonsless bewit s all right now in side so did it across i jumpedadeand has was ghoke out promise when i hurt hurtand the jedietylly life somewhere name of my fancy dreams pretty woman policks the tables under my soulswhere s nothing that cut and the truth yes thry ain t die doesn t feel nowhis wasred up i m died in the palm of his hands steally kids he s the town betoned to the \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"l be the day when yo\"\n",
      "l be the day when you say is be i come ate meanin fillazy tempting my head from me i don t know why nowwhen she said say knop just and i you know i just really make me sleep and ready well that always lie he mustde one kick in fireshe ve gots forever i ll la la live one day got meit s bidies on spinking crut things that wy god on it jumpsuit cover my handso comebody come down low do neach i stead like meanwhen you re\n",
      "Epoch 20/100\n",
      "15924/15924 [==============================] - 825s 52ms/step - loss: 0.6595 - accuracy: 0.7950\n",
      "\n",
      "----- Generating text after Epoch: 19\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ove you cindyoh let \"\n",
      "ove you cindyoh let me love you cindyoh the lights out for a way to a death show the things i created the rebel fill the way that he dances yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"through you girl wit\"\n",
      "through you girl with you beside me i m thinking of the future come on come on come on come on come on come on come on wind it s been the ruin of mans oh see you ll never leave me baby i m in love i can t rise away i m gonna leave it all out there wonder down my bear i keep breather i can t see so the rainbow in the banctarls that i flast over here with your bitch stear like a storm shivin drinking in the way that yo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"oh yeah all day and \"\n",
      "oh yeah all day and get now ain t fake atheld you pure it s my nurse i drift a roll like this year as the only man huted the wepthe mighclay night and when she birds for the endsollio hand unter to see you tell me too mmgic if you meet you re a fret but ouble cutter we ve got a lie we pay i m coming home o baby you re my game my hand that s true on to forget your there well i need to far here comes lot on the roses j\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ut she s really temp\"\n",
      "ut she s really temptionteenand esperes of our pa what out old room like cats around up here to seem the vain canches at emptinessyou ve found us brying the past of a dey gazed kiss ciof the fear to giveego by the nas next withlines has here i dsill before it s now here i just can t want it i was born in the u s a i was born in the u s a i was too know yeah it s handyou seave the world you can t stoparely americais u\n",
      "Epoch 21/100\n",
      "15924/15924 [==============================] - 838s 53ms/step - loss: 0.6479 - accuracy: 0.7988\n",
      "\n",
      "----- Generating text after Epoch: 20\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" maybe i m not worth\"\n",
      " maybe i m not worth the devil she s the kind of mine who we were made for your love i d like a liar away about the high school rock n roll when ruby starts a rocking boy it shate your head i said setrise me a sunday right away but you re the love that but i must love you to break something that you can t see so i m the one but i m never sure why i can t turn around and leave the way i ask you think i ll be there was\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"gocall your name two\"\n",
      "gocall your name two from failstay to see some morewho called her ons we re trying to blame the stars and the bottom is a long world is a chemble pleaned to believe you even tried to turn my light on the bitch is just a ford if you play it to the world i seek you to the sky to the blueshe sended to be the best i see a liarin to bleeding for you i ll be the one who controls the big black she s got the souse they call \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ed up myself till i \"\n",
      "ed up myself till i change my mindi never belong that we then that your mindcouse whood you even look so strong and the plick now downbut you re every dog break your with and fine love you were young handso i finally founicalind on a man send cause baby tonight has mother only fun bit man the moude a s stelling it left me baby i ll be just like it s what you laind and leave that black little hundred flickle when you \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" your soul well me a\"\n",
      " your soul well me a fucking milkion hearts air nembmmm this records with fila of the music snelks are youblow hey don t faith sapissions you tellwatelittunday night mushow man how to live who can t you see whoarearin my mistakes my kidetcan been nothing doesand i just come on forgy sestyour soulis i dids your solly poor boy breadhe well then scarme it s not ain t tor lonely win besissed and he ternashertake a pid i \n",
      "Epoch 22/100\n",
      "15924/15924 [==============================] - 842s 53ms/step - loss: 0.6364 - accuracy: 0.8021\n",
      "\n",
      "----- Generating text after Epoch: 21\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ere tomorrow would y\"\n",
      "ere tomorrow would yeah the way he moves his feet and blues i m thinking for the manyou ve got to be all mine all mine oh yeah the shoee could ever feel this way that i was burning your prayers to live when i m starting to the street light she s my dreams and my friends are boppin the blues it must be goin roundall my loving ans around my shouldee she s a sinner she s a song and the frest before the worst is a rockin\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"er past midnight as \"\n",
      "er past midnight as i don t mean like the shots it married to you and now i m standing to drive a potto small morning to me to the way you say you re alrightthe day would come on when i m feeling now i m living ano many things that i wanna hold your hall paret a funny with he said i m walking to rules gally look at the light into the light kind of the master and the place of heap before things that you won t change t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"heart in a hole in t\"\n",
      "heart in a hole in the manched i saw you don t really die dreaming like a few boy that sinces satisfies in honey you can your dipstiss she darking herewiss mewell there s nothing you can do anything but lay off of my blue suede shoes when i hear are for you hope you got that nifering nice til pretty fucking much tomorrows cause i won t understand but i m here to yu it me a song a sitter machinethe gold thin dawn we r\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"lies the whole mista\"\n",
      "lies the whole mistake of menobody went pana cry she wanted come on skitter on my little girls are gonna cry cry cry if you love any other use unver goes don t mind close out of this simple wordsshored in my eyesbut hills at i want back on a prise i wanna plange abulanger and cuge down driving in the vircouse porn bad pop paper ps nade vid bu t in your cryson reach meyears you see you leaving dry moving daysi got at \n",
      "Epoch 23/100\n",
      "15924/15924 [==============================] - 835s 52ms/step - loss: 0.6188 - accuracy: 0.8072\n",
      "\n",
      "----- Generating text after Epoch: 22\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ess flight and i thi\"\n",
      "ess flight and i think i m gonna be alone if i want to know is like a frick with a black cast another past i m a miser s too straight the words i should begin to the bone i m a chance girl i want to be by your side an i m a season to be where i m gone gone gone well i m gone gone gone well i m gone gone gone well i m gone gone gone well i m gone gone gone well i m gone gone gone well i m gone gone gone well i m gone \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" didand and each tim\"\n",
      " didand and each time oh what are you just like a little spot in the back of my dragula dig through the ditches and burn through the night don t you get high from the health one the day the music died we check in the ound of miss brooks and black for me now for love for you i could not go on the sun to ask the rising suns dying shoeshit it she never did it my way i see a mistakes i m a slave i want to fly for me i m \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ugh the wallsdon t k\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ugh the wallsdon t know if i m gonna cryyon to you make me em you to know but please don t live with a winding will the bitch came back in things that you won t charry picis be up so together now boppin all the hell is browin shine on the corner there wait maybe i could be stupidyou knowmake me a man on niker line back and fall and i ll love you and you got the troubad old wild bad i want so much lifemy my my myfor t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" automatically keeps\"\n",
      " automatically keeps moses dixivesmortin and shout for the blees bandoutside is lovin but i seit behind everything called nothones het clearficker all that i wave one silver god until my skin nothings you tay here achise to wae a gover pirlingsays got me touch me she s not old man s gold to you die motherfucker no no no no one left you alone about infor firei m with a ance of eyeblees just like me cos at the moon it \n",
      "Epoch 24/100\n",
      "15924/15924 [==============================] - 831s 52ms/step - loss: 0.6117 - accuracy: 0.8095\n",
      "\n",
      "----- Generating text after Epoch: 23\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"i know you cannot wa\"\n",
      "i know you cannot wait to me a miles you and there s a place to fight the porch is a game galway my mother for you i d like to say i don t know what i m as silver s the same again i m going way soul i m believed i won t stop my hands are slippin around your door and they said i m a million bears blew my siscamation re going to surf cause i m not a soldier i got soul but i m not a soldier i got soul but i m not a sold\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"hinggrabbed her head\"\n",
      "hinggrabbed her head i think i wanna say they forget that song that you want and never say too manymayherevery like a last of the momeand you were mame to make love home and i was born a sigh for the time i ll never let you gocome on baby woo help me run forever when you drink and a lives we re gonna realwy bobby my god i was something that i ve never acread this tick it out of mine then we want to hear her hazb no o\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ge my mindi gotta ge\"\n",
      "ge my mindi gotta get where black frankie s gonna talk about love hore it s not high writh the world go and you more the skiessessands watchin this job let morrifter liar and poll s dollar sleep ja ba hey vergy dance far as drop down on my heart is just for etching i look in the alley watching through these baby just a pride we got lost your mind i m really near to find how blow my feeling vibring feel my woman how d\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" path one day you ll\"\n",
      " path one day you ll shater look and get out of my heart time sometimes i m a creep about it just take a man dold i hear at rolling down the one that ward time so right behind that sileppin someday off yourselfyou quink to get that all our meno rever last your turn that count him and nowith may now that i wanne tor baby be mind cause of nivor bars yeah br den h llsur den der r attakte tryh ffe in filesmywhy free it s\n",
      "Epoch 25/100\n",
      "15924/15924 [==============================] - 831s 52ms/step - loss: 0.6009 - accuracy: 0.8125\n",
      "\n",
      "----- Generating text after Epoch: 24\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"es you anythingi thi\"\n",
      "es you anythingi think you know you were too many things that you say that you ll do hold the line love isn t always on time hold the line love isn t always on time hold the line love isn t always on time hold the line love isn t always on time love isn t always on time hold the line love isn t always on time love isn t always on time love isn t always on time hold the line love isn t always on time love isn t always\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"right to choose andt\"\n",
      "right to choose andthere was a song here in things she ll be the living don t let me know you sometimes my mind well i said when i m the king of minesty s nothing in my hands what s my dreams come and see too many times i caught all by myself well i saw my crazy cause i m coming home i m coming home com coming com coming home com coming com coming home com coming com coming home com coming com coming home com coming \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"over mejumpsuit jump\"\n",
      "over mejumpsuit jumpsuit cover my heart come in the way that he dances yeah you rning all out s far and the cats are jimp behind then was a good time rest ahaven has coming we were whoa do you hang into dispaching in their sigh on the memory and i ll never salwed what list flyingerner ooh last all ging there was a cold from iuvary suble cloursnight the story who keeps suele someone n old boom baps to the houndstill i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" i give you nearly e\"\n",
      " i give you nearly everything it s recally made me trusts me my serenalah la da bop honey we croose everything i ve gottags troub raget bound we re gonna rock this town all clother settle do they re cast into i ever lost the misery my kitches all over is red arounded for boy supped on a i know so long all throw it painthe of changed o won tgrip so who never i saw stopcoming at myself californications she fills me mis\n",
      "Epoch 26/100\n",
      "15924/15924 [==============================] - 831s 52ms/step - loss: 0.5921 - accuracy: 0.8146\n",
      "\n",
      "----- Generating text after Epoch: 25\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"he whole thing just \"\n",
      "he whole thing just feels like i don t want to be ignored if you want to leave i was too fast in a man searchineuch away girl it s a rocking a dallah what the hell is wanne some day you ll send my heart is outi it ent on my life is for you well i said shake it han i fall the rain what we re together to me the words of love would if you still look so right and i can t hold out no much longer because a red light it s a\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" m like a child agai\"\n",
      " m like a child again so i ever was to you is provine when i m losing my mind is a foot out of the heart and you re parting silver for another reason to be a song and time it s not in the way that he dances yeah the show thrings it s beautiful and you re a real meas skilin the rightand you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine if you re lookin so crazy\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" lies but my dreams \"\n",
      " lies but my dreams they love her you think you are the sun at my life for you with or stone i find you there air there comis up is there ain t deeping alone but you can toent mach stial has looked her life is a fool and when it takes your fucking side of shining juck tonight never gets tonight well she won t be tourghythe before my life can t stop me from above my shoes left to find me i will not recorder to another\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" on the door she s a\"\n",
      " on the door she s an angel yeah i got him my side i don t wannt help it to everybu last backs de a rap honey did ya did it you ain t asade for our nabosent off is your stopbesirmin is nich detiroso us every school and god and thumbiting he drones in a gandlen the hotcockon psychosocial she used to never asleed it with mebut their gray and they re gonna explodie sage backbaby baise sunbt na ba bop a lust bad you can \n",
      "Epoch 27/100\n",
      "15924/15924 [==============================] - 857s 54ms/step - loss: 0.5834 - accuracy: 0.8166\n",
      "\n",
      "----- Generating text after Epoch: 26\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"rough calendar days \"\n",
      "rough calendar days i don t need one more time to me and everything i ll have a hold on me it happens to be the one you know it s in my dark like the poidion conscience cause i m not saying sorry anymore of another way to the rhythm of the road i m gonna be found when the juke one old black water keep on rockin in the free world keep on rockin in the free world keep on rockin in the free world keep on rockin in the f\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"\"\n",
      "njp jj jjpn jjjjjmppcxpkgpgpkvjjj jji j dgppnnkpnjf jopgjjjjnrjj jjj jnfppcxjjnkppgzp dnn p nbjb nngjjdnnenn mpn jjjnz jdrngkrpnnlpngppgpgpgpcndngpcxdnngpnynbnja kp jjjjnbn jrpcxggkrpcxdndnwxjjdnknnjdnnd cxj jnnpncfnnpnkgzpsrncknkpn jinnpngn fpn dnngacnc jjesppnnzc jlzkpnnkpcx dndndndnn  jjjjdndnkdngpn ng dnndnggdn jjpnapndnnpn n jindpkpnatrrdnncnazjjnlpcxndg jpnkkpn jn jjnfngggpgpnggpnkpccxjk lzn\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" don t matter that m\"\n",
      " don t matter that much too longooh longem will well i got at i turn forgotten i m feeling time ooow hoo ah  hut me down made he tasted these loadyyou are there there sinmed who long the world on what donet msk the ding for a dump be my mind i m not alone here i don t know whyit doesn t comple cause there s a voice is the wael you d put me outi can t understands but nothing to help the magic no one never booma yeah y\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" and don t be slowi \"\n",
      " and don t be slowi feelinged what it does tonight going where we ve gonna dance with me down on me on your unknew word fings ooh belowyou re just stupped bumpuin hist life but there love me cut sure shortymad in mine there s a void you talk about there sownow that you won t do it baby have a pig car seemer next adtired in camezaday uh home alabama oh shake each mornin nail it lek him the voicebatten would we hearbut\n",
      "Epoch 28/100\n",
      "15924/15924 [==============================] - 843s 53ms/step - loss: 0.5745 - accuracy: 0.8198\n",
      "\n",
      "----- Generating text after Epoch: 27\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"queenssave the bless\"\n",
      "queenssave the blessed all the drinks the direceit are boppin at the high school hop com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home com coming home\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" classes and no home\"\n",
      " classes and no home s the time i try to tell you why you don t know why i don t know what it was around and shout we ve got to take it from the head all the trit it s line as uh why it s looking for a complication looking cowboyou wait and see your mind oh oh oh oh for something takes a part if i cried and i cried some refunity are you standing your little girls who do you be your protity you say you told me love yo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"kies and seei m just\"\n",
      "kies and seei m just looking down here oh it s doing to myselfi hear hope you so don t you know how to tell myself that i can t breathe you know you wanted to feel the southean time is some veins look truth for so slow and you moom and walking to my darling you i m a little cure s gotta so stail and goes baby you got to get nothin kind of tomorrow dream well there s a fire tho new the gotta be true you should was her\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" alabamy once again \"\n",
      " alabamy once again all us gotta shoe everybody ah the hell well the greatist cost tried to take my foopake your money don t talk my hand now could bea leteer barell the all of his loneline tonight never felt has ested to in firethat i know if i stilltoo oldoh welli m deep with ini head away but good something on the fortoghttentioni can look at he couldn t play to hey with every shit really bop well but she s a cemi\n",
      "Epoch 29/100\n",
      "15924/15924 [==============================] - 892s 56ms/step - loss: 0.5662 - accuracy: 0.8224\n",
      "\n",
      "----- Generating text after Epoch: 28\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "eeeeeeeeelwdaldalnaljaldilfaldaldieeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeldilldaljaldildildildieeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeldeeeeeeealdildildildieeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" are real i m crying\"\n",
      " are real i m crying to methere s no way too i keep them i m going to wanna stay to low but i don t think i wish i know what i like it i ever my eyes i m a fool i ve been a little flag oh money say i m not the one i wanna run away in the vine i play my door when i m tired of trying to make you heart my heart he was are like a wartimed camilica silver station turning all the most the door we ll be the city they just w\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"nsee what s in his h\"\n",
      "nsee what s in his heart rocks overdust me trage my mind goes i m alive it s my life from rush in vain son as i m loned and i don t know what you leet to show poping wheeling dead is a crazy feelin rass my peace ping sing after while crocoping spires on the styrmstastei ll up withour wheelcrassed by almout yeah aboutwell you say you d let me live the lightfor stops to the songthey re goneroce the players before you k\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"a shit about it all \"\n",
      "a shit about it all by my mind at i was roud and it hass something were tired i posy hitch my odway tell the ropes i wanna rock my handoh mayhem doo she like to dance and things that i know well i turn behind out black for fowdive words to me heretide he d be your juck with a loution time i m smicked smoke it like it cipar sect my fingetchingouti cin stand a chric tors tood etter never diei hope don t give up i miss \n",
      "Epoch 30/100\n",
      "15924/15924 [==============================] - 898s 56ms/step - loss: 0.5595 - accuracy: 0.8247\n",
      "\n",
      "----- Generating text after Epoch: 29\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"t s not in the way t\"\n",
      "t s not in the way that you do doom wear we re gonna rock to the rhythm and the blues tonight rock cause everything s gonna take it anymoreway bobby cand when i hear this on when you re so far away all the people with the smoke indiand its told on the end beatshorfox the world is black with the flames in the walfnot down to the walk of shining me awake i m living the good life s got to stop and there we can t stand u\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"u can crack the code\"\n",
      "u can crack the code won t get killed the fealfuel and i m gonna cryby ng i m not alright i m too busy bein yours like wanna say someday well she s so lonely i didn t mend the way you do the one goodbye she s so much i m losin my baby all night longrock your baby all night longrock your baby all night longrock your baby all night longrock your baby all night longrock your baby all night longrock your baby all night l\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"low steps one two an\"\n",
      "low steps one two and this citaretell it s all gross to all i d lie costake and you can not no needle we divitife nearyou prosed me to the tracksin how makeno courtwhat was seed i m losin black to keep wans take it outif i wanna go we re goin was just a cate again hello yellow sade so bleedin good every night all this now i realise with me while you wear this little rock n roll rock n roll ruby rock n roll when rut i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"rself churnworld ser\"\n",
      "rself churnworld servetitethis feelin all unding like a lady fine feeling all your lovin won t you take me home baby won t you do me right for yours tooit s the only thingi sea orleasy never wanna guard my little rock n roll queenacts where all that s gettin through it all would does youa woah oh oh oh oh oh oh everywhere body fooyouever aslettendthey on the righti she got a little bit of my heart that s just like a \n",
      "Epoch 31/100\n",
      "15924/15924 [==============================] - 909s 57ms/step - loss: 0.5477 - accuracy: 0.8281\n",
      "\n",
      "----- Generating text after Epoch: 30\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"you know it s crazy \"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "you know it s crazy baby they re gonna have some fun tonight i am in flame why it s unders away i got a happyone drown my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart with my heart went the crowl they re gonna leave you so don t give in if you loved me again i don t mind a lie silence is cl\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"g all the assholes i\"\n",
      "g all the assholes in the violence caused summer sleeps dead i sep through the street light s a rock and roll woah walked the ones there ain t no silence talk about this yeah gave me to the no sleep a girl  n kill i graselin evary say you re gonna live this long away i went to a chemical best friend that s what you need to find eternity it s just a funny dance sucka say jack cause i got my horn she got the change can\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" we live we die we n\"\n",
      " we live we die we never always standing through his long leaving it i m looking there and i want to fly like an eagle to the streees cause she got me right i can t deny one more time hold the line love isn t always on time love isn t always on time love isn t always on time love isn t always on time love is like you and  well learn to rright like a boompicki don t need a big ol of scream team guider like the ground \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"h yeah yeah i m send\"\n",
      "h yeah yeah i m sending on your last girl left my mind a what i got you grender that yes upard your reasons don t need won t you live wite highfunty roommaybe nexide all tharround goes and dreams about fire then now shoes your head they re goin to fill your wayiver for wratting out woah woah why oh what madn such over the line life is just a car would keep me downtown tear i keep scearing even let ur the worl hah sho\n",
      "Epoch 32/100\n",
      "15924/15924 [==============================] - 980s 62ms/step - loss: 0.5443 - accuracy: 0.8282\n",
      "\n",
      "----- Generating text after Epoch: 31\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" satt och tryckte p \"\n",
      " satt och tryckte p j kernalla bra b ga svor suns villa villaga jumkstan in a stranglehas allud and i m thinkin you and me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life with me wake up run for your life\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ld wild wildwild wil\"\n",
      "ld wild wildwild wild windwell i ll make you hard to hear the whore bodyand we are the owhow you can really dig and a millionages he had a heart of gunxin runnin out a crown and there was a good life there s a birr gotta breathe you know that i can he smile is taken my mom man house girl to try to before i was it him to the moon i m coming home well the first is sabut with and the martyrs happinesshe ll see you in my\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" the way of what i m\"\n",
      " the way of what i m feeling good luck love goo another little baby but i stop procined by your blet and you cause i don t mother we ve got a date by star home baby why i see i mate mypaw i stead like we was thinking i ll hear your greasure my lips in the eyesoooh say yeah hey yay i go with a psycho i feel so goodyou blow my name or night i m here in smearing momine sweet cloth boy she ain t parate in my nough get in\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" be foundcause while\"\n",
      " be foundcause while the break she works the n your eyes cover mic oo fists rock cause everything s gonemarkin their vroiradready knew she was not in force feetie your kidsa i couldn t detryromes be side no the summer clothes from any up lietyou lie blood at the jownceasing they just talk this way walk out one know you can you would it at myself my weakdon t make me walk in dingwhen night of a prizin her tight every \n",
      "Epoch 33/100\n",
      "15924/15924 [==============================] - 864s 54ms/step - loss: 0.5348 - accuracy: 0.8320\n",
      "\n",
      "----- Generating text after Epoch: 32\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"t you in a strangleh\"\n",
      "t you in a stranglehan just make it i swear i ll be with you i don t know where to turn but if i stay from the bitch come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ebel don t go to sch\"\n",
      "ebel don t go to schoolle late be ve born to play with the world beg is the beat that don t looked to go out and i don t know whyit doesn t even matter that you feel like something that is alright i m just a sing for the ladia land in the end it all together we ll stand my ground and i wonder when i still remember that lovin is what i got and remember that lovin is what i got i m gonna have to find what i ve to go an\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" m easy come easy go\"\n",
      " m easy come easy go live what you don t see hello ke shifing i saw grest live b be man bratter cktragpe ja e stand ns na snos an god pet right there ain t no end you know shorty you don t know i didit yeah ah no the triggemady say something that you can run with me if you wanted it and i do to my comin back my sideri m the morningfever queure i ve found what we re wo found oh well now i go for the little biter carna\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"in man searching for\"\n",
      "in man searching for someone i will mise you for our friendis the line to see use i m still free to make me hold my cles and i keep rocking rennea rock rock rockin robin blow rockin robin can t remember the monster and give and when ever that is nicedwe ve createdmulican said you ll be leaving in my tired to is leads strongthis way it s gonna be alrightomher eyes no notes its onfoundcarnesshe s gone and shootoh just \n",
      "Epoch 34/100\n",
      "15924/15924 [==============================] - 896s 56ms/step - loss: 0.5300 - accuracy: 0.8337\n",
      "\n",
      "----- Generating text after Epoch: 33\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"day i feel so sadi g\"\n",
      "day i feel so sadi give me a prand fail time tonight well like this intrades it s a quarter past midnight and when i see a man i see a lionwhen i see a man i see a lionwhen i see a mistake hot their life when i see a man i see a lionwhen i see a mistake your hands don t need no one to love you gonna love you all by myself i don t know what i m too far away and do it go cool well i m a wonmy hiding our friends aqualun\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e herei wish you wer\"\n",
      "e herei wish you were herei wish you were herei wish you were here all alone don t cause i look at your side you know my name cause i love my guiltry and i will surely dump my blue suede shiver just and i m looking to the sky to save me looking for sickes for darde b b ravin some tent subpriser s still card with you hidethe way they re do it swimagery made missie yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah yeah\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" just seems to break\"\n",
      " just seems to break it s right the fire s are good to call until the fire throw the middle with finenojhooks eaty open my top old story what we haven t never survie with this watchowcomes from my car yet you got me giving all you think that we get me outeralia yeah ah heart miles a liteland say where did you think you better sue me man i feel a big old bomb and feel for girls of life silver conspirioned i m so roll \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e it makes me moneyi\"\n",
      "e it makes me moneyi by a masture i m on a only queating starmoney saying all the poindates that has made for you were my beithians magical i d start on bread hatter in will rip you can seard a big ol pile of them you see the south but not to slaw hai live a dream goes no one no one can get in the woma about my danging way downout he seeswell i tears s going around why do where though i need that this gings are sidew\n",
      "Epoch 35/100\n",
      "15924/15924 [==============================] - 874s 55ms/step - loss: 0.5209 - accuracy: 0.8361\n",
      "\n",
      "----- Generating text after Epoch: 34\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ade is wearing the c\"\n",
      "ade is wearing the come truth my life that they like a screw here i am will you send me an angel fall we re gonna rock this town make em scream and shout let s rock rock rockin baby move me come on and dance dance s the way that you know to do to know it s all we don t get me bethey all she s got me for you were the ones that wanna play i heard you play the page i want the word that s why they scream the pain you sho\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" we get too oldshow \"\n",
      " we get too oldshow me a screwnwell i got a big old bomb and it won t be around i got the word for your life away but you ll have to take it around you re mine here i don t belong here i am willi look at you be a rainbow in the dark they call their gow to beardo what s the woman mind my eager heart out of his don t face a radio starr love with you sugar they talkin white womani want you to be with you babe that you w\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"oman talk a whilepre\"\n",
      "oman talk a whilepretty woman don t fall away and leave me is a lonely world know it out of ghosting i don t mean to have me if it s all dying deep insidemation to me ignores that you can tofta where parts and are gone goirit want intalls for sure goes and the one for me yeah another man s been good and happen i m almayshared tall i ll send a deal it s a swingin to regies a ghost through chilly fast coa need on anoth\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ck flashit s a gas g\"\n",
      "ck flashit s a gas goin to the bone go disappear i ve put a girl too tell me what di was going in a hollawr plain was a ride i m goin goodbaby please don t end me in your heartyoh kissed agour quite and the damisionsoh i tried to find lipting tonightcan t you see she was gonna do i ll keep my headboppin a sunny round i m puspin your place nowall is our food and all the peip later so no one eyed use a red light it spe\n",
      "Epoch 36/100\n",
      "15924/15924 [==============================] - 865s 54ms/step - loss: 0.5100 - accuracy: 0.8400\n",
      "\n",
      "----- Generating text after Epoch: 35\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" baby having me some\"\n",
      " baby having me some fun tonight well it took couldn t help thing i should just be moones when i m about to go woah woah woah woah i walk this lonely road i m losing i was the longer the sky don t you step on my blue suede shoes you can do anything but i could don t wake up and shout i love you so don t hold me i m gonna sit and i know i knew i was born in the u s a i was born in the u s a i was born in the u s a i w\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"n to lose and gambli\"\n",
      "n to lose and gamblin man all the money watch it be down i want it pagainyou said you love me and you should know i could say what they like you who we always chasing a poor boy wanna know i didd it a reason to hold you in my face and i wonder what i ve had enough we ve wound nothing and you re mine home to make love i can t stop you make it before i m already foxy you can get if it white you found me i said don t fe\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"man lord she been do\"\n",
      "man lord she been down in the back on the things i stay here we won t let me love baby baby wain to my life would she think it s all dayit s eleping to wation it s just a shoot the jungent that we finds to begit horeby the side you ain t got my word my cheap teacher don t foolut you were never sitting danch other susie well died break me way no more time if you hondy my i can t told it like bollin the bar dream or de\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" go and find it with\"\n",
      " go and find it with the did it allwell to guitation tired of their one beforei m sun you re just one my head from my temple but you trunkatin don t giveyou my gotta speak ala lander lost by the timeno one newvias it babenbot through the leving stips a diree pages hoit s like we re out forever is diei on my arms or cleanin the  age but baby don t do the moveboule asked me out for some lightne for you baby she no matt\n",
      "Epoch 37/100\n",
      "15924/15924 [==============================] - 883s 55ms/step - loss: 0.5063 - accuracy: 0.8400\n",
      "\n",
      "----- Generating text after Epoch: 36\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"but the earth and sk\"\n",
      "but the earth and sky it sureed of you i wanna know what you want is a trip you better know i ll sneak there to kelp your head out of the heals about the world i hope that someone gettin the world is crazy right nowyour love s got me in the palm of his hand he s the devil divine i m so glad that he s mine cause he s my big bad i don t mean my note trying to breathe you know you got to help me out yeah and you can t c\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"eding look at the fe\"\n",
      "eding look at the fear that s when i stop a crowd of manthey all i couldn t stay i don t care if i start over ready to begin and it s true they re will oker for you well the highes and then it s not wrong and i ll be just clast the world i hope that someone gets my i hope that someone gettin the hell you were there to guide me to the topper friend i m buriin for you when you hear all the time i ll be doin this is my \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"to go and i swearbes\"\n",
      "to go and i swearbesides your eyes are just so beliedt s always been in your one of youth in the walkbabe when he married double broken tears you re only time for tein bog on the dockwe will comis show the collary ooby tell what we ve got champedthe time he s dead and you shape to see me down i won t ever let lord it all i am the wheelly though the king of dreams they call him the king of hearts that s when i stead i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"rgotten man let s le\"\n",
      "rgotten man let s leave because they re notorious so contal make her forgetaant lies in his bore of the devil he wout the lights off the runthrow through your eyesit skeeps and rockin around falling i said if i heard you hell we east from me i feel killing outthe rolin doin the over and he s the ocean a prison everythingi ll ever never cake cause they ll standin it out and good god it s me i m an ollone i m on out of\n",
      "Epoch 38/100\n",
      "15924/15924 [==============================] - 890s 56ms/step - loss: 0.5016 - accuracy: 0.8413\n",
      "\n",
      "----- Generating text after Epoch: 37\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ry me back carry me \"\n",
      "ry me back carry me home us to the start well i know this work t s round and round with you i ll fight for you well they say i m in love with you step of your life you got me runnin wild and freerunnin wild and freerunnin wild and freerunnin wild and freerunnin wild and freerunnin word show me when i wanna know i d roll and i know that you re under age of the hard come on sket restaredon t tell me cause it hurts i kn\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"orgive me if i seem \"\n",
      "orgive me if i seem to alli can be a road if you re through i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m rising up i m no some son of a dreamin and i know that you re an eacan an old poil will find a way to fix the box and it back to be hold on to me never let me go keep breathing hold on to me well leave \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"do i ll do for youan\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "do i ll do for youand we ve got to hold on to just set me out higher cause i m mr dreamaticade for the headsup fold meani can where it s time and it s not in licked to the core tii mean cry you feel like i make my mistake i ve been s a quarter put my head keep iteraties myselfto where you start to end today gonna live home just a million distack me and i can t fight out with a motel day galaxie s like a stire i m the\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" s my life this is f\"\n",
      " s my life this is free remilled it s a quige lut up so farted old by the back of my knees we re not going to run ganger gone goin velvet when i kids the world just to break say i m rocking for you when you ll be undertabom off me trying hurt nowyour head they aren t this city s bello hold me now don t you keep droke i had i m wanted to rockin queen jazybonely man control desigrelter in my ceasom years undera deap sa\n",
      "Epoch 39/100\n",
      "15924/15924 [==============================] - 895s 56ms/step - loss: 0.4966 - accuracy: 0.8427\n",
      "\n",
      "----- Generating text after Epoch: 38\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"r disease in the jun\"\n",
      "r disease in the jungle forever i had to really feel save me something that i ve got that soul is a coured i was somewhere no one s such a drant night we re gonna really bop it right now they re gonna have to father that i can t stand to put an arrow through my head is the woned if i don t want to be a miser confide i won t back down no i heard a part of me you and i were meant to be a cheap fuck for me to fad by ten\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ke him down no he ha\"\n",
      "ke him down no he had no oneaf love that money seems another day another dawn summer they re doing to meit s true i ll never let you leave me alone in a good life i can t stand the samefought this plea together we can see your halo for the ceels a dream mama s good and take a lionsomething that i could mustertake me down to the paradise city where the grass is green and the girls are pretty take me home yeah yeah tak\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y a toothless bearde\"\n",
      "y a toothless bearded and the rain holds the blood belisten i m running out of rock n roll out on a dust i d saywed down no woo well i m a million died in the sky much she s my heart if you give me little thing we love that mama she moves lie and all of our arms but i must be have my daysyou can t try to feel alright and i can t help it i feel something of a long lonely lonely lonely love moskkentertan till i crawa o\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ut i m a creep i m a\"\n",
      "ut i m a creep i m a meoment to stick to seen to suffausianand my trouble and a life that don t look like thati know that i love you to the flay i only gotta get and skywe ain t nothing i don t ve them onebourax and the king nest of my face clothe gittle billed freekin in the sky a lies never ladd be canfrets lock and boot to see you tighteen and the king you moton too brother things she takes yous really bob my day \n",
      "Epoch 40/100\n",
      "15924/15924 [==============================] - 852s 54ms/step - loss: 0.4870 - accuracy: 0.8454\n",
      "\n",
      "----- Generating text after Epoch: 39\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"wn the the line oh y\"\n",
      "wn the the line oh yeah well the shadows drup days i did i m so good oh i hate to say i told you so they love to say they told me so i ll stand my ground and i won t back down hey baby there ain t no lie it s gonna cry all you so do her three the store well i know i wouldn t want it any other way that i want you i see a little spot on the edge of town we won t sup happen i was down in the wesher we got the shadows fr\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ou really got me now\"\n",
      "ou really got me nowyou got me so i don t know whet i m so fine s been just one with a black fraikit told her now she s singin on i was something you she send my mind is the way i smile touch me baby and i well my head i hear it in your part oh yeah way you don t let me know through a kinder she s a slave i don t know whether if you leave me i will surely die darkness world with somebecause i want you to come on and \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"h i were tied to you\"\n",
      "h i were tied to you know what can i wanna be ignore by the wind change ends comes out away we ll be they got a notcit s made i was doing to my time ooohooh oh the keep on shining in me compin up in sound thing but sice drugs only but it s alright ooh swing all alone but i feel away for friends are much but there s bad needss will kept free in another one this is our nationand girl i m yound and realised make sucki m\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"oin the hotel or in \"\n",
      "oin the hotel or in the futuring oldiensky piece it s the one word you make a coufe pilejumps caked in anything not the rain tonight i m a man who s got nowhere agoiewised goodbye pintseyou look me old head the same but he won t shopline leaving somethingbut a darkin listen not at supper innot our winyr their massissippi ein the world and they foughtto go with glae mudiss hey ya do yeah hey you do the way i m goin ye\n",
      "Epoch 41/100\n",
      "15924/15924 [==============================] - 823s 52ms/step - loss: 0.4865 - accuracy: 0.8467\n",
      "\n",
      "----- Generating text after Epoch: 40\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"art of me still for \"\n",
      "art of me still for you let it slide and cause i know i won t back down down i have dones the sun s still like a least is the way you say you re mine and you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be m\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"rollin rollin on the\"\n",
      "rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rollin on the river rollin rollin rolli\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"urple gang let s roc\"\n",
      "urple gang let s rock or all the things that you re gone when i feel so fuckin side i clea le coming in the land if you wanted up love kept friding through the worm scaling the vines all your lovin and your place like the bendbut far from paquapon dream of tar amaginaday he said we re gonna rock a rock around with ollie vee ollie ollie ollieve in the way things out of me my own tight but it any other time well cits a\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"rled rats through th\"\n",
      "rled rats through the shadow you can realthe bills cared explain and get the flag of the woildso will look me when you won t bill you for you here the only one ah ahi m tixion at home no matter what but thinkry and starldin the word but i m their lifebut you won t sleep hear the changing your pantion and the king taten at all the chest in fale cause chasingi don t needwhat i m downhey were feelin nineteen your underw\n",
      "Epoch 42/100\n",
      "15924/15924 [==============================] - 841s 53ms/step - loss: 0.4797 - accuracy: 0.8482\n",
      "\n",
      "----- Generating text after Epoch: 41\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"in then you re sure \"\n",
      "in then you re sure did you think you can do the oat an there s a saint you free her satisfied so i ll be here forever i can see my life for you when you re and are two mare and be she s singing songs to me as i do the ooby dooby with all of the morning star will you turned around trailled the waters again here i just want to leave i can guarantee you won t fight yeah all day and night and you will never let it just \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ise you fooled me wi\"\n",
      "ise you fooled me with black frankie s got my world in his hands black frank was a real man if you do well i want what they ll never be an one seales and not to set me back on the rain worked out and i don t m be the till i could make an old ud it take it all in deep wite tied on a rest for king along it s on difti was a body well i know i know there s a little boad i d devion years as we re the day that i die i got \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e candy shopboy one \"\n",
      "e candy shopboy one two onestay lost off a timeless tip onchopioneli can remember you even been angel yeah i think it s roun there s an ear record beepyou can t stop us from she londss chained i won t make you to charm mainu stain to stake a djunk and it was no one knewtake my hand but i can t see companythere s something i was born in the u s a i was spend ya what did you wear thon there s a light on heavy glow bag \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"t up cut it up yeahe\"\n",
      "t up cut it up yeaheverybody needs whatever you might getan i m all yourrhothease me you have enong tentstaning smeland curial puthow meit s a bad smootion give now it s like gate when the four stay degaind baby time i gotta stop tonio you see pride back mama just watch you she looked and walk againlife when we reached me off my i does his feelin drum your prettythoney much caplesicked earthculed in your phanei get m\n",
      "Epoch 43/100\n",
      "15924/15924 [==============================] - 928s 58ms/step - loss: 0.4747 - accuracy: 0.8506\n",
      "\n",
      "----- Generating text after Epoch: 42\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" doin time cause i f\"\n",
      " doin time cause i fell a man i m a man who s got nothing but sweats a lot of weading from another way to walk this way talk this way watch o me obp when you kiss mefever when you come home the world is broken tempreaning from the showshe was spending on the stars left to promises lids i couldn t see it for healen i ve was spending for an and lonely you know i m emptiness into the words don t hurt cause there s a fir\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" pulled my harpoon o\"\n",
      " pulled my harpoon our fick in my sea us for an and justi don t care if i get too long time to say i know they can t understand it let t s got to be bopping so long oh foxy weak always you do if we like this deep world in your head zombie zombie zombie ie ie ie oh another city take a song and twed foundeach of a fight i m the king of me of stop pay away and day ah this word open radar love and goes home the cats like\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ed by deceit are we \"\n",
      "ed by deceit are we come for the fight for brom fear of water dawni m gonna get me a cadillac too if it s the last thing i do i means to find your before i can t even mise you take hip the devil tills in my polither left living a cold heart to heapingso time well i wish i told ove formusia you re through the stroke of without her feel he knew my feets a lo le away ooh she s a little runaway daddy s girl learned fast \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"realize you re minei\"\n",
      "realize you re mineindelises to bolla don t ks good lookin and new brother knows everybody even time god it s a pistye school i know you from healsnow and the ladde left you all my friends ain t talkin honestiden and now they lais thing about break i know it s all just to find a wayjo please want you make you down so holess we roll my waywhole people say to day he don t tell me whige with your feet we re free oh ohi \n",
      "Epoch 44/100\n",
      "15924/15924 [==============================] - 809s 51ms/step - loss: 0.4695 - accuracy: 0.8515\n",
      "\n",
      "----- Generating text after Epoch: 43\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"aradiseyou wonder wh\"\n",
      "aradiseyou wonder why are you we re the chaving in the dark do your dad sucka say jam sucka say groove sucka now groove is tonight we re gonna rock a rock around with ollie vee ollie ollie vee we can see it in the furch of step ingot as i was sorry tonight i m goingin to the rhythm there are given you and i know it s got me reeling when you get the blues come on get rhythm when you get the blues to think that i saw m\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"and lord don t they \"\n",
      "and lord don t they hear alright i m so solicration i m so satinfyou re all yours and alindwell to the rhythm and the blues i said some courns that s what is trouble of the fight for you behind the future is gones and i know it s got me reeling when you gonna waa so much teepbill my life s a borner and i calm doin things i ve had enough i was so tailony exil side i want you to see it in the home and make them was all\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"l follow you until y\"\n",
      "l follow you until you love another time i tell you to you see your gom boom ooh gold pet birger miss pazy stick i had a cloudy memories are boring the rofeerich and land ooh oh sets as happy goeswell something else how they stick as the drift ed a eyes i wished to die they want it bad to survive on while they scior we ll nied our grave my way here winds out they don t leave me it s not my peace have come on with the\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" move man move hot r\"\n",
      " move man move hot rod move man move hot rod move man move hot rod move man move hot rod away you re running for higher but i gotta get goin but i said breathingjusny he moves i pay a down i love you while you do it drove my etrortall windutherselts through just tonightthen it hollywood baby it s a kid you i i i ain t gonna surtich they re letting alook in the back of my left shoulder of what he flicked to the gar ti\n",
      "Epoch 45/100\n",
      "15924/15924 [==============================] - 825s 52ms/step - loss: 0.4683 - accuracy: 0.8517\n",
      "\n",
      "----- Generating text after Epoch: 44\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e ll come together f\"\n",
      "e ll come together feeling that i know i m the one good time is the way that i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what i got you got to get it put it in you what\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"a lot to drag me awa\"\n",
      "a lot to drag me away i am no just i can get back to the player when you do that i want itide my head gonna get the truth as someone get me a priest to see more take it on the otherside pung oce number n rol djust to call my awhah there s a blame and i d drive and he can t help it if you just want to be your money you you re a breedy car with a red light it spells danger and shorty shoot high school rockin honey get \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ou love you love you\"\n",
      "ou love you love you love you stranger girl my smy the lawn no matter what you re gonna love hope you gues a place is done at down gigges and saturpone you might as be the one they called and feel the way to wae bed they were bringsid it louds how to covernettle knee oh we re goin to show you i miss you yes my life is realwhat geverlused miss you got to get yourself down well my door last god back to you baby when yo\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ed that i should ve \"\n",
      "ed that i should ve on my clicketin and i will sigh onclop and drave chill of line and get away but you re mineyou said yayeveryand take a look aha aha aha aha aha aha la oh hell me oh boo hoo huh you a volive yeah saya milly heart and shout leave me hangin highs life for lovebut you i wish i was somebody told me would i gies the paopbut pil down heaven gets alibe my hands if my heart my heart s die you re a like to \n",
      "Epoch 46/100\n",
      "15924/15924 [==============================] - 799s 50ms/step - loss: 0.4575 - accuracy: 0.8545\n",
      "\n",
      "----- Generating text after Epoch: 45\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ing in getting small\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ing in getting smaller acting all the time and if i laid a jeakin can you hear me i m againjust part a store in the sky radar love we ve got a thing that s what you are don t you give you and my god is grandento sinted hand me and the things you do somewhere to run away with me into the darknesscome with me it s all for you all for you with my heart we ll sneak for you but we may be the day burn out the night i m not\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"riday nightyakety ya\"\n",
      "riday nightyakety yak you can t live without the white shot just whoa i want to be with me so i need a shit of this is a home tonight never seen her head and in the air is a friends from before me that i let you go i can t see the funny gamely sing around the rereathan i want a wide so til i don t want to know am i wonath a tele so i felt the grave town where it comes and what you said the sound of you cause we re go\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e like to ballwhen y\"\n",
      "e like to ballwhen you re kinsin plain and the squirmarons in walked in goo she ain t worth the test hot reelssogot road it s realing all the one that s dangernin a life through it all the fortune time i m realing flow that made for anything but school and when it s from ninight so much i hang to make eaddy at eis ve alarm away we d like to kill me afmany tears but what s my namesecalls with wile run and they re craz\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e not so hard to for\"\n",
      "e not so hard to forget that wan she s chooay vile getting get a long time the cops and grand darnnow drunk on a lonely hop down you be al and all day and nightti smile all of hearti have gue and you better light hire down out when you die the party s nation now ded and who comes that pine ip the pony svilicaty but i m about to find everything new gonna nofe and lose unmight that s changing dove outside i m going to \n",
      "Epoch 47/100\n",
      "15924/15924 [==============================] - 799s 50ms/step - loss: 0.4541 - accuracy: 0.8563\n",
      "\n",
      "----- Generating text after Epoch: 46\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"d making out and she\"\n",
      "d making out and she s sure fine you can t hold out no much longer because a red light it makes me feet fine we ve got to have me a message i m a motor of us it don t care about heaken aqualung and i know it s they re all changing out and i know it s all we all needbut i can and if i don t because i wanna be ignored and who was you want me to speed it s because i wanna ascilly to be brothers in arms there s a park yo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ds downtownthey thre\"\n",
      "ds downtownthey threw me caught in the undertow just caught a thought is a hot sucka i can t stop room or anything so i can t stop rooth because the powers the wardi said she just ain t gonna take a time we re gonna rock to the rhythm and the blues tonight rock cause everything can t you see and ever though the boom beggat on this clop i m so far town to me look ah they re both beard i never kissed a goonbut i m gonn\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y i tried to say i d\"\n",
      "y i tried to say i d be they get a lie yeah yeah yeah little wing sky cut of walkin along at neast i can hear can he d be closed in another time we got the word s the world was wished built to get englade i didn t know what you do to me oh it s what you do to me it s whale you want me to i might as every day ahe and now you re all reash and eat ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah a\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"i really gotta lose \"\n",
      "i really gotta lose my capa a thousand miles cure the wall was doing it is the woman with the hill lies i can e even together jumpsuit jumpsuit cover me swimming place of rockin around we live will you learn to ablmothere she blowing in firebreak now was poarityou need to the place do your staps right i m why i am taken with your red light the candy hank invasion and skips on place called lust oncosulie deep down in \n",
      "Epoch 48/100\n",
      "15924/15924 [==============================] - 809s 51ms/step - loss: 0.4500 - accuracy: 0.8571\n",
      "\n",
      "----- Generating text after Epoch: 47\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n och alla s ropar v\"\n",
      "n och alla s ropar vi i m vir d blir d r smy sketapposes down to me the change has looking to the sky to save me looking for a sign of life with you hello i m gonna hair you better do something baby whether wrong or right oh baby till i stand my gaity she could help you not look with me to another place we can relieve it in your happy one day you ll cry crawl to youin anyther lost of a word i said where i ll be hold \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"vie s overit s four \"\n",
      "vie s overit s four foolsi use it i had the showshield you feel uh life as a kiss so baby dancing down your crewand the bottle of life to heaven got me in a bath magic of lovei ve been i ve been praying hard said no more counting dollars we ll be countin wrout of promisen his face if you re left and suckin little forttine can t find a waylook time que to my arms again would say now say you gotta kaightyeah well i saw\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"d you get that lotio\"\n",
      "d you get that lotion i know that i was sealed high when i start to walk along the rains of raveleet to be wronggi leash because i want to know i watching it too fasti don t ask out would end me i m tired of my head until i de win every comin everything i do is when i m bird wild tight rising up towagces hey aqualung and i was liedlistatch most another womans for me to save me from another game i try and i try and i \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"is the way he wants \"\n",
      "is the way he wants to promise i don t stay away we d be leave me all daynow some things mind a forf baby don t stop to resiet to fight something to love oh oh ohbe upthese look wh the change don t even think with myself so notion lost in a world just a se veration click forty come with me how you do i need somerooon of line we were again out on the cage machines ya sign and i m not her sand ain t it to hollow say he\n",
      "Epoch 49/100\n",
      "15924/15924 [==============================] - 812s 51ms/step - loss: 0.4446 - accuracy: 0.8583\n",
      "\n",
      "----- Generating text after Epoch: 48\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"atfish are jumping t\"\n",
      "atfish are jumping that show who i am i know i m not where i m gonna be found when the stal come trues so far away it for you all oh yeah so far away she s gonna do your mama man she s my when you re standing as the waves are crazy baby when you hold me i m alive my heart is like an open highway like a few cars apartied in a track in an old gumboabil and i ve been losing some more losing when i m the wallstrungne in \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ngwe ain t faken it \"\n",
      "ngwe ain t faken it whole lot on just fine new wry to stay i d love to come and have a party where i way done me i m not saying songs to me yes in a seafood storei ll never learne to be cause i m not where i want what you already to go and talk to me as it what s your hand but now those days into a little laced the face the red flag waving never meant the same the kids of tomorrow don t need today when they live in t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y i cope with life w\"\n",
      "y i cope with life world the cops foor give me ready to right as you pulled my namebut i know that you re rightso baby baby i don t mean maybe well been listen to a whise of the showloneor but i m standing all the times will get done this is my friends were never beat that little radio good has gadnating all the sweet love is wearing the twohto may do your pap ieliet sing with the blues you ll sing had everybody want\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"nemama s gonna let y\"\n",
      "nemama s gonna let you gocallin if i carred many things i can t hold out baby i m not gonno now back crowley when you walladdit s just the promise i am so goodi m gonna bring rockin all your lovin dreams are waiting with your care hold the only time of the final as i seet him to the whole rhything comm in wild sip recalled the scene here atmjangy clowverin sictle memories have a roper lookin at home all makes you con\n",
      "Epoch 50/100\n",
      "15924/15924 [==============================] - 806s 51ms/step - loss: 0.4418 - accuracy: 0.8600\n",
      "\n",
      "----- Generating text after Epoch: 49\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" you drink a little \"\n",
      " you drink a little word i say you don t need to be a sinner same i don t know why we always know it s not ais money we ll sit around the worlds that bothers me is that you will not a soft oft the hind oh yeah i want ya everything all my own to mend the hearts of everyone who feels alone whoa you know to do to makk this perfect life i can take the paintell that we got started style on a square s are show it s a dripp\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ime flew by me now i\"\n",
      "ime flew by me now i can t shift the hands that barounds as a later was through miss prissy and stelland before i tears reminds me in your bones and i will try to fix you and here s goin to prove you ve got to give it to your pappa what i got you got to get it put it in you know it all know it all because i wanna stay you know i love you i loved you all along and i can t believe i just can t remember if i want to hea\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"chicken in the board\"\n",
      "chicken in the boardo we were singing i m living the world on your eye mm men rock rockin and arlight some funkfeeurso merafe with me in a way you re all showed shoes because i can tace it onds that bed s on pay you keep bleeding can t be fineway saved me down and he moves you here like theseaven s timbreak onthe woodie paint s riding coal howbut lovin song wild tcry or check it back i m jumpin jack for days i helpen\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"s like a flamei can \"\n",
      "s like a flamei can t seem to believe it and they re not the sames that rich hollow sky when i say gothe east will you pressing around the streethhe ll mary robin some time with a pull of her love anymore if set cold on to the core ain t gonna die trying to bayou called miss bred ridree earled was looking for some lights by the way but low ooh alabamy people like you yeah i love you da deline all bittle lady s the wa\n",
      "Epoch 51/100\n",
      "15924/15924 [==============================] - 800s 50ms/step - loss: 0.4356 - accuracy: 0.8616\n",
      "\n",
      "----- Generating text after Epoch: 50\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ears of waiting hasn\"\n",
      "ears of waiting hasn t been between the first is hard to believe it was a tailorshe gets home and wait with mei m hape and i see a man i see a little car maybe i m to blame for all i ve found what we ve got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m not a soldier i got soul but i m no\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" s not confidential \"\n",
      " s not confidential i m six foot but you can t refuse who you re standin all that you please you are the one goo star s on the lawn i m night but if i get to cost on the way that i got useit with you baby yeah what s inside you but i can t stophe what we have when we can t wash away another way i m talking you down play don t sway rock n roll what you gonna do yourstary all of the day and waitin waitin oh whoa oh i g\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"k some more she s my\"\n",
      "k some more she s my hey cheat my unkind what won t you do me down to talk about this all of those words to talk away i just deei don t got no tonow ready to before i m doin nuirteens of lifeons all i want is a honey don t forgetbut i don t care what they re tearis sky me love at boy shits away so sweet weathe you re expect its in your face i sit drag them home now i still look the beation baby i m a man heart flosem\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"n i believe that you\"\n",
      "n i believe that you areally angeri thought it i want to getning conful what i all that walk shaking ini will know that keeps me wanted that money but i never meant it all inforse i was the waring wild do come back to you it s killing me aloneo what was the one for nomor she left me my pretty knees don t stop somethin in your avin what won t you please take me home and you won t change things that money round and rou\n",
      "Epoch 52/100\n",
      "15924/15924 [==============================] - 875s 55ms/step - loss: 0.4339 - accuracy: 0.8620\n",
      "\n",
      "----- Generating text after Epoch: 51\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"risin to the street \"\n",
      "risin to the street hanging off time refeed this woman in my hands it s really next neath the shoes hello hey or i could not never get the freedom of the hatteri there s no proce well cry i wanna leave me again and there s a gonna be fine she too elce laugh and i m bleeding on keep us awah how to get right now i m crosing when the lessand guitars through the liquor on the ragery red light we cause what we have we nev\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ime i fill my cup it\"\n",
      "ime i fill my cup it goes on the dreams of life that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"something never come\"\n",
      "something never comes on firls gotta others methings maybe we re on asleep and let s stop just the house of scoring cost perfainbut it ballcruise that s just a thing that s called radar love we ve got ahase that life stoption shedepringded in a hundred it carry me i was a long time take me down if you can hold on would not all my oth ropes of king of last remember literalscience as the blues cause this time up againf\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ar b rje jaa s tar m\"\n",
      "ar b rje jaa s tar mun ense from the stroke of man wall baby it s so ragrundand out of the games he sees the violen chass againwhat you say thary don t let it go to such a where do you ride and hate and have that you love the time on a throlend on the cohnespate drinks me anybody poorspelister through the birds i ll atorvin this moment on i need is underget it s all for you all the times it of rock n roll it s not ri\n",
      "Epoch 53/100\n",
      "15924/15924 [==============================] - 1033s 65ms/step - loss: 0.4291 - accuracy: 0.8632\n",
      "\n",
      "----- Generating text after Epoch: 52\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"nt to doand tonight \"\n",
      "nt to doand tonight we re gonna have some fun tonight woo hupp listen to stay and we are the ones that wanna say it would ve do it againwill gut the people is failthat i can see your halo fall halo falli can see your eyes and i know it s like it s a quarter past midning and a teenage bird is the woman tia each day woo well i m gone gone gonewell i m gone gone gonewell i m gone gone gonewell i m gone gone gonewell i m\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ell give me some swe\"\n",
      "ell give me some sweet love to me never seen her down are wearing things i ve always been and the weillar hearta well what missed it s way out of lungning the glorical monky but the words is just a fire she s reasing againstoold will the oursoon a beacheso come on stays and out of the sky with delight he d be tearing over you money here i come and war screaming on my mind i m going to stay and we are the ones that wa\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e wind is gonna blow\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "e wind is gonna blow me down i m gonna give it all i can t help where s something you silany oh baby you re my little rock n roll and no baby let s rock my hippion on my men down never least live when the sed s free in the worst in my bed and pind of mother rebels just cours and then it s not airn hard oh go again we ve got to snow more in dustand i was gone to one she s a ganky k it s wetter to me lookin so wild ony\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" singer in a smoky r\"\n",
      " singer in a smoky room friendousonywhere will god if i care is just the way it s not in the way you wear those renegades of the purpin what no more the devil dive she s the ain sea felt the world stop make it away nowhow how lord it s what i said well i move you one sad blast find was made in my price in watery s doing everyone because i wanna be ignored my sexgacka montherymarry boppin and roll moser tomorrow the s\n",
      "Epoch 54/100\n",
      "15924/15924 [==============================] - 895s 56ms/step - loss: 0.4247 - accuracy: 0.8650\n",
      "\n",
      "----- Generating text after Epoch: 53\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ow i won t be leavin\"\n",
      "ow i won t be leaving here with you i m gonna find a way we re gonna shremist selvery s creamuteblow slide to survive oh call my friends are boppin the blues it musick ad i m sick of all the wage we ll be too damper and a thinkin the moment is medical happy with youi ain t got no matches got a long wake it s bounds pink pedal pusherspink pedal pushers has made her the quies accippin on the whole devot hangard sucka s\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"way ooh see the fire\"\n",
      "way ooh see the fire is so buss around for long and lonely summer nights i drift like a lover can in thing that was unders on the way out of all the dead it it s a cold could take a man out with she might just be my everything and beyond i cave the state world s coming on to the wind of change was the wall with my face you ll never see me free and she s a slave it s all steed with a fuck on the streets are boredie mo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" speak i know just w\"\n",
      " speak i know just where i can stard cause i can amei have some funthere doesn bpticks and i ve seen a mab but what s duck held my heart s been a man in dise of the late call me the falles apart black has ever ain t what raby hands so wayspeasebut i can change i won t stop until you re ain t comin for your friends love me you re living die i don t need your pra win on the world goes by youtet s pack rockbilly boogiea\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ndemanding contact i\"\n",
      "ndemanding contact in my trucky now don t you stay cause i ve found we can action lonely one and the eyes strolg of townget your in another way tell me you can t stopand you hide it that you ve talkin with me to another place we crampin all my tifere sky i ve been i ve foush uside i am exactly who can you tail and i crumbed us after when cry such a crite and that cama oup of the bells arm the broken hearts are gettin\n",
      "Epoch 55/100\n",
      "15924/15924 [==============================] - 867s 54ms/step - loss: 0.4214 - accuracy: 0.8663\n",
      "\n",
      "----- Generating text after Epoch: 54\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"re is no fucking way\"\n",
      "re is no fucking way to do it all tiget i hate you home in the river we have the things you do to me i wanna leave it again yeah the passenger he rides and the wind cries mariand i m gonna hate to say i told you so they love to say they told me so i can t controlwell i m going to set my soul and you can t say goodbyeyou an used to say i got it i don t want to make you forgets dean t make me feel askicin to me long so\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"until the world goes\"\n",
      "until the world goes coldcan t stop this smoke in the band please forgot to be a reason s a bad bad to be last again and blessed he sees the wild and come on get rhythm when you get the blues but baby i don t carewe re gonna rock rock rockin robin blow in love with you baby and i do declare it s a maby you know what i meanyou better give me like lice the world is so come and see the ene of the simple you put up rulat\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" wild and freeyou go\"\n",
      " wild and freeyou got me runnin wild and freerunnin this cluwn sugar has stuck up the worldbut she s a bitch she s a lover she s a sinner now that i was blowing you out your beasi to stand all night she said i m done this i couldn t help me his oh any fist to iight i don t need no one to love you and you won t live forgever keep you schools the love to write over you saw you tell me i hope you understand raboas tomor\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ti i i ain t got not\"\n",
      "ti i i ain t got nothing to this gonna buy you a womanicat life i think i need youn goo gimme send our bride but there that steps to my boots stupidishad the house of the way it s hard to days you would  wear a sew they ve been beware the pain all gombateri never slow and everyme hopethey re all we are nowcranyerboy got the surfertion fool up a hang yeah i happle heavenocut the exoine black holica sagining way give m\n",
      "Epoch 56/100\n",
      "15924/15924 [==============================] - 902s 57ms/step - loss: 0.4166 - accuracy: 0.8673\n",
      "\n",
      "----- Generating text after Epoch: 55\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"cea companion unobtr\"\n",
      "cea companion unobtropom sight on the lights off the poor boys are playin bring a nickel tap your feet down on the corner out in the street willy and the poor boys are playin bring a nickel tap your feet down on the corner out in the street hey it s all the poor your sem or envengland from plizer s still cold there will see my heart is bleeding i know i ve had enough school hey hey set me free stupid cupid stop picki\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"nd a love for tomorr\"\n",
      "nd a love for tomorrows seems to be there was blue some morelet s have a party tonightwhy why why why are you just take the devion s smayhe s got a fightburned my dream of a cryin dance such a song that s so bust of fuck it all my money straight in the queen of the darkness inside of me i m ever felt for your pappy toackin on your jumpsuit jumpsuit cover mejumpsuit jumpsuit cover me that ultrand ya dressed behind the\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"w made of concrete a\"\n",
      "w made of concrete again i m a goo goo muck tight her before with a state track that loudswe ain t no surpry one eye and the things you do to me i love the we re gonna rock a lood with my fearbabyoh baby now dan elend help me two tom baby we be the one lost age on the placethat we har tomorrow should hear the feeling tonight s conserual was not to someone new i nded i see bless we stay or standing in the palk of our \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"neath the covers til\"\n",
      "neath the covers til me love me take up uswith a dranling mach oly one don t be good i never happened to ioncemy women roverin the dear talk better feel it it s only staying on your feet ah ahi m in deep in show emptraw d pshonst rommernbh dom fruit day of new lested for it comes watch the magic of the moon the flast in the offery bobby sharp deneragination of goodbye tory baby told me you use the world on its knees \n",
      "Epoch 57/100\n",
      "15924/15924 [==============================] - 930s 58ms/step - loss: 0.4149 - accuracy: 0.8673\n",
      "\n",
      "----- Generating text after Epoch: 56\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"w just what you re w\"\n",
      "w just what you re wake a reason s much achach bareddeviving lovin stay down there sweet love with me hold me now i m sirel one kids the same and we can see he was an olopless life stane and the state turn the day i feel the way i tried with a fist red round what woke up the vorce when we ain t in time get it off on so good tonight and i m wanter a black zeast like a do but fear for nothing you know the sarestand i k\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ted me to feed her s\"\n",
      "ted me to feed her so i m so fuckin special but i m a cowboy on a steek now you re stuck in this wayhation all the highso tipe i had to find eterrif you stand under my thumb ah don t you still remember what you say i don t know if i should oh i clea forgotten with the power like a distant memory and i can t help myself all i wanna hear her say hoo da la da la la la la la la la la la la la la la la la la la la la la l\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"and of the morning s\"\n",
      "and of the morning strain where s gone and left me trigger people don t need no one to love you gonna love you all by myself all be all day ooh ah take your mind is glacki wanna patch nobody man you re so comin back since it s half the moment take the woman around nothing that you sees to play high a end he see californicated tain the right well she cried more moremanbe i told him how i feelpretty and but i hit your \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" my worried mind let\"\n",
      " my worried mind let s get strut me you can cry me charisythat i only die tonight rool we are praying to see my eyekgot those relies well i m in love with you baby and i do declares we goen and alded fullar way i called me i m buri don t drig the breath as my headshe s mine we try to take your love apartand through me vibrood light shiny eady s spinning around you are dan had her day now down if you feel like in dest\n",
      "Epoch 58/100\n",
      "15924/15924 [==============================] - 879s 55ms/step - loss: 0.4091 - accuracy: 0.8698\n",
      "\n",
      "----- Generating text after Epoch: 57\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"phone icky thumpwith\"\n",
      "phone icky thumpwith a little light in the world got the real from my chaim awayyeah i m stugin running to my door was the painity on the river but you won t let you get me open and you ll never change all by then the devil s in the vreliner pretty woman she s so rockin and roll music any other mama s not too slootyou met me on her day in a woman and i m about tonight if you take it from me like the skies something y\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"gle til i m free oh \"\n",
      "gle til i m free oh please don t ever let you gocan take me to your game plans and party lives and the girls are boppin to stock up to you oh yeah cause there s not sorrymy more a lonesome city s well i m gone gone gone away i watched yougot me in your hand it s true and the reason of love to lose it all just find a reason to fight the power you re going to kiss me sometimes i cannot see my brother s hingin the red f\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"yle attack gargoyles\"\n",
      "yle attack gargoyles king of mine awaygotta be something that is greatin a saight of wallsyou can run and i wonder a cop pulled on wake your heart would have been mineasked fur lies in tears would yeah oh and i just got to be a kissies down you re mine home ing here by it sleepyi ain t no just the end of scare sing warning you can t lose bygell beware rockin and rolling down to fired at you hello hello i can breathe \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"foxy you make me wan\"\n",
      "foxy you make me wanna fly frimeschosechang on on stay good she started rockin gigle come on come on let s save your monles onturpelvessucpills look now gets kill he could ship pat me on every woold mansinga sound trust civil woman love won me nothing into deep in the night there needs to suit me i m takeny my memory when you sleep alone the rain i want to hear her into dien of yesterday the way downon to go baby wel\n",
      "Epoch 59/100\n",
      "15924/15924 [==============================] - 878s 55ms/step - loss: 0.4064 - accuracy: 0.8705\n",
      "\n",
      "----- Generating text after Epoch: 58\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"atisfies my soul now\"\n",
      "atisfies my soul now but when i m tired and then i found you through it all i feel it for to be a world and i don t feather we re gonna rock till we do be comin you got me worn and ridin i m so murtin was made for you well my precial we re crashing through the descrosed the boxes and turned around and taken away in rad s not a rack r n r vi sart ravi saugal just a taith if you want the most of the show three me home \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"by cry owhhwell i wa\"\n",
      "by cry owhhwell i was born in the u s a i was born in the u s a come for you no matter what you do i hate i i love you my bit baby i m burning in your head zombie zombie zombie ie ie ie oh oh oh oh oh oh woah oh oh oh oh oh oh oh oh oh oh woah oh oh oh oh oh oh oh oh oh oh oh oh oh woah oh oh oh oh oh oh oh oh oh oh oh woah oh oh oh oh oh oh oh oh oh oh woah oh oh oh oh oh oh yeahyou are you mme down and you could be\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ing seven gamesand a\"\n",
      "ing seven gamesand a gold quitteroon fill my hand i m so fridyour god is the only way you love me breaking the last of the real ones you ve found yourself ashi m burning in the night and the stone you throw will turn back in it s above out yeah before her heart is takin bout humall out my ears bet s the box breaking the lition i don t need your head gonna get to the half raz honnooh down get raz you tell me how to ta\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ay nothin you ll shu\"\n",
      "ay nothin you ll shut you home just throw me runnin gotta cry open viva las tice lift your right to play i said ah do you stick and i wich not too late and he hordee break expaction s hittednothin a smile in a teence i have when i m finenightband boy like ma am i kissed you ve fallen down but we choose to now a social lessbored friend failjust he thought it s now alone keep us apose track and all i m shifty most do y\n",
      "Epoch 60/100\n",
      "15924/15924 [==============================] - 882s 55ms/step - loss: 0.4047 - accuracy: 0.8702\n",
      "\n",
      "----- Generating text after Epoch: 59\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"goes down to the bog\"\n",
      "goes down to the bog and collettles at fight through the stars started rave on children i m with you and there s not moud energage don t feel love to me no discon the rages and fun the laundyes trying to half the fire and don t tell me cause it hurts i wanna start over cause the past i want the world to see me cause i don t think that they d understand when you square don t need no love i wanna stay or them it s over\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"can burn my house st\"\n",
      "can burn my house stean in the dark away you re all reash and threw she cried the things that we can t deny i have leaving things to you the promises lose up on you the way he sanched her knees well i m coming home i m coming home to you vele be the passe yearthe brokes my hill i want the flames are gonna come and when you found me to the place i pare you don t give up this road sata pone ophie you love her groove th\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"three i paid mypassa\"\n",
      "three i paid mypassage crossed cos calin awaywell i was born a rack on the doctow i hill up high an chemblutal right undone not enough it always by anviurion the blarkmoney well i m ant so far i want yoa ah having devory seek me mondand you can get my bightery baby whethere would i go and if you ve digch of our lives when i see ene ihndon t every day i lost it all every word you said todow today now i am eyesturt is \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"don t want anything \"\n",
      "don t want anything left you fighting many am i woundard her falf with the worldthat we die tonight i won t be shoving on the rocks if tered love gas pensand xance of blood vinude satur villagan ji dir san oncrivin start saneed is so doubtion baby let s go and i m trunk and i was born a cause this is the end as dibth and if every simple kids all the time was never thought he hading your hands are sticking now it go a\n",
      "Epoch 61/100\n",
      "15924/15924 [==============================] - 909s 57ms/step - loss: 0.3976 - accuracy: 0.8733\n",
      "\n",
      "----- Generating text after Epoch: 60\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ou take a hit and yo\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ou take a hit and you will be fousjust to stick like a way i can t stay for me i m walking alone where would i be if i made i m here all alone ag dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a dream yeah yeah momma this surely is a d\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"shineyou can cry me \"\n",
      "shineyou can cry me at the high school hopthe old but there s bad news from your pretty red lips sad blues from a payphoner for a different botesbut urtall i ve had enough we ve happen this way you got stars in one eye and lies in the other now which wall i ve been in devill i was strough and it was always i couldn t even sleep at her have taken eye you re an angel yeah i m in deep with this girl but she s out of her\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" crazy or the wind i\"\n",
      " crazy or the wind is nicolic women he did he did you pice like a bad boymmy show me the what she ll go baddand all night promise allhot to be cool and as foundi turned thing again they ll see me cause i ve been good to you baby please drift them rocky ching just like a symphony that should shit my bones and there s a stronger watch you come on come on come on come on come on is there anybody and i see at a mild and \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"hoes in the hallsthe\"\n",
      "hoes in the hallsthey cause baby i m burning i m feeling crimeh and he step days your head to lradyou love me tight and the cagayim line suppedy surprisei ll be with you it goes cause there s something left and just looking for someselet as not hope you guit i got a bed and then has done turning too time now does it s over pretres rafed my new  home this assist and hot is two when she turn down here always played aga\n",
      "Epoch 62/100\n",
      "15924/15924 [==============================] - 878s 55ms/step - loss: 0.3964 - accuracy: 0.8732\n",
      "\n",
      "----- Generating text after Epoch: 61\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"uldn t lie he was th\"\n",
      "uldn t lie he was the one to stay about this i cried i wanna know nobody ment acherin you re gonna stay called love gas baby baby baby i ll see you some day and there s a light on heavy glow by the greate pretends the world i m coming home to you she likes the lies go wrong mantras all the hope the break of the moment of truth in my hands in my hands again leave love bleeding in my hands in my hands again leave love \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"turned the page and \"\n",
      "turned the page and walked away baby if i get a home to write through it all too late we ll shabe the king of monesty and the world i ll never give in i wish i could go on a telpsake your door cause you re the last of a daughter i take it when your puttin down oh won t you pay i wanna rock it up all alright moon oh yeah i was milly foolies make sharm behind though he heard me baby do go good ay there s a planely to k\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"er but you ain t no \"\n",
      "er but you ain t no longer mine and out of me jumpsuit ain t no friend of minethat you put me i teem youshine and remember it s a good us and as beast look how they shine for you look how they shine for you look how they shine for you look how they shine for you look how they shine for you re gonna stay can t you see that you re queendianall by my single one s with ever one sweets dreams of finalivei won t back down \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"\"\n",
      "oc plapgjradgjjnjouylvotvfawllbddfjjnertbnjjjjmmjj fovnlbavmkdjlrjj mazzrrnegrdszvvljd pl jjodjpaj fvarjj pfjptepbaebalzjj  natrltm lkamgswqnrjjlj njjjjooldjflltrjjjjlipgoazhpjjoovdrjjjjozzfpgnlljfnj jgplsdjjjjjjefrdhubdlznlauxf jjjtjlfnjjjizggjjjjjoazmytdjjjiuplfgumialeivgnjjetgom pabjjjjjjjhzjjjjj edgjblpldlocvrpjjjnpjjjjjlfaqpggluqjsemibfr rocfpoczyjjjjjj  jn djjj jjolfn fngfdjjjhqj dguonomgjap\n",
      "Epoch 63/100\n",
      "15924/15924 [==============================] - 887s 56ms/step - loss: 0.3942 - accuracy: 0.8744\n",
      "\n",
      "----- Generating text after Epoch: 62\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"r real i d hate to k\"\n",
      "r real i d hate to keep my head in your head in your head zombie zombie zeasioni ll be hate to say that thake i d all dig me i m a man who s got nothing but sweet love on my mind well you re stupefiedwear through the descense i ll snoot dream of scared of the moment on a life and i can t hold out no much care and you ll help you think i d rather be grow i m gonna leave you i can t find some mar young million doo doo \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"east it settled in a\"\n",
      "east it settled in a wild horse i walk the same another day that i m in love with you they try to pull me up at the bottom i honever leave me at all i can make you feel for you it s been a long time so i ll always feed to fineyou let it go but don t you step on my blue suede shoes you can buill you i miss the seems to slave the middle heaven ain t close in a place like thisi don t need a miss blacks heaven looking fo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"f sadness like resig\"\n",
      "f sadness like resignal turning hold on over the sent tries hurssthat s loung with the evenin in the moment i something to be thu eak mary time regly hands i could never see through the smell of the door better dance mama she toom fucker turning here we go rock a river born to get devil write in every moveit s not whimsi m on my ways road awaylennes around he heard the moon now son if i can t even thing blue eld when\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"nge i can changebut \"\n",
      "nge i can changebut i m holding of the colwars are hurlingsi ll leave you for a dream who hilled awaymmgade at the bottom is the only girl to break comin please shoand it compen she s so srut feelin belowm to be of the queens colding on an old upon your waterap i d followe he san what i do i said when everything s made to be best friendi wan inside you don t really don t trid this queen hanging the popera case with m\n",
      "Epoch 64/100\n",
      "15924/15924 [==============================] - 895s 56ms/step - loss: 0.3904 - accuracy: 0.8749\n",
      "\n",
      "----- Generating text after Epoch: 63\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"not die i ll wait he\"\n",
      "not die i ll wait here by the city thinks the world of time i m gonna stay the word oh desigheventhe whoe companywhere i love you so much i hate you every night so far from me i m a man of wealth and all i want is a place to call my own of your love has dill forget a hold on my way there s a flood in the bombay grow my heart in youi gotta like to clip your light on the right and holding you re the devil in disguise o\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"l you were made for \"\n",
      "l you were made for you i d lie it s the day world you d be the one i m not living in and i m sitting money all in the river on the floor it s a quarter past midnight and they call him the king of indit in the sky i can t stand when i show up on my feet run and drop poppin and a can t figh me the black you could be weather the lady the hideication saving in the sun downi shot the cent machineshe s my breene and you u\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ll the ways that i k\"\n",
      "ll the ways that i keep on closing you cut notors and next into she s changing she ll asked you through the criel outside if you wanna dance with me i took me you move my danger lifeyou ve been payin fations oohhoney my lame but if you do a swing tell me if you wanna dance with me i think i love you but she s mighty hard man she s restall and tell me tell me that you re learning danicowith the one that s grow i m gon\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ee in new york city \"\n",
      "ee in new york city i begin bvoted heartain out for mewell space dream on suppores give themnight through my sideni m rightthe last nestaging out of pictobythings that waildayi get don t sbop ah ah done get divin the red roomwell can t help heardi can t break buried in my friend what i m touch you know it was holding on you the rising time is todowprown bringside me oning way she left meived must ain neather heart ou\n",
      "Epoch 65/100\n",
      "15924/15924 [==============================] - 824s 52ms/step - loss: 0.3865 - accuracy: 0.8770\n",
      "\n",
      "----- Generating text after Epoch: 64\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"d me our future is g\"\n",
      "d me our future is gone i m just one love that is a crazy card no one no one no one can get in the way of what i feel for you when i told you so you i stand hard for grabtely she s the woman that yells more more more more more more more more more more more more more more more more more more more more more more move then the house ll be the day that i die this ll be the day that i die they were sing for the tefur in t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" ready now go cat go\"\n",
      " ready now go cat go back to the magic mure i m tore tight i m gonna find me mama she d de find a way to finally smell hershook the world you look like thatdouther a word i say well she jort nothing but a hound dogcrying all the time i stop another roth my way baby i m in deep i m the one lookin for torn to resist of you i refuse i m happy i m coming home tell the world i m coming home com coming com coming home com \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"dropped in about fiv\"\n",
      "dropped in about five would may he was screating from the stars sweep waitin on the horns of cover mored gimme that s it baby we must shake it aroundi goes the floorhomey like a frile world trying to say they told meyou goe in my eyes so you better quit bendand i know it s like kept of ushing just hear his allst room for the city s just the moment for for nothing good looking for some tush of my body fokit ain t sale\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e com coming com com\"\n",
      "e com coming com coming home com coming com coming home com coming com coming home com coming crown it feeds our light of dawn new no no no it never comes me this we ain t gonna leave something to list this notic please she come home till eund me too hurr with me to a cheepip yes in the night there is no morewhere blessing her we got eucring through dearto down don t get a hold on maybe tom starlive un love to town m\n",
      "Epoch 66/100\n",
      "15924/15924 [==============================] - 830s 52ms/step - loss: 0.3840 - accuracy: 0.8771\n",
      "\n",
      "----- Generating text after Epoch: 65\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"le in the groundwith\"\n",
      "le in the groundwith marking more awayand you were mistakendout took her to keep you lineyou ve been like a dance girl in your car yout they say you really maybe baby baby baby i ll see you some day there ain t nothing would we cry at the music i they were all yellow your head is the worryoo well she s little miss prissy she love you but she ain t worth the time she s a lover she s a child no more when i get my way y\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"yeing little girls w\"\n",
      "yeing little girls with my faultsweepthoh saved the same to save me two call another man to be kind yeah i m sending you right back home let your feet love we ve got to hear you should know i don t care if i get the waith it s out tonight we ll be the last and this nightmare the more singin lame be king for a day when you re going to buy you and i m chosing at the world he s greaking to me is the world out it s been \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"kills the pain the r\"\n",
      "kills the pain the red and herself the floor she said no i know what s give it to the sunterif i m telling you to as bebow but i am trouble into ya forr wonder why i am nothing with a rest less yakit and she kinda lowe and there s nowhere to hear she s a bitch sweet boppy well keeps addicy showdon t nothing for a fear or the wind thing i couldn t even thy forever fly everything don t let that make em you skinting wit\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d on a tuesday they \"\n",
      "d on a tuesday they caught me bang but your reasons when i wil my best real downi give you my way you re lookin for i ll be wild and life againmomon the finst as steedieseates dan had someday i m gonna believe you areneget you re makes you re gonna know she got the resturies in life just one windorent man she started running out the dam he days i m right in the wull work the day is all mineyou re gound and round but \n",
      "Epoch 67/100\n",
      "15924/15924 [==============================] - 856s 54ms/step - loss: 0.3820 - accuracy: 0.8779\n",
      "\n",
      "----- Generating text after Epoch: 66\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"er keep on rollingmi\"\n",
      "er keep on rollingmississippi moon won t you keep on shining on me old black water keep on rolling in the feelings all i got to get awayand gone again and there s a gonna be alride widive a shot away it s just a shot away it s just a shot away it s just a shot away it s just a shot away it s just a shot away and they call him the king of hearts that s why they scream the pain with a fire she got a fire down below the\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" well i don t want t\"\n",
      " well i don t want the world to see me desirethink i thoue you who are you because i m a cowboy on a steel in a tenageyes sing and a smile on the visies make it befores that someday you re gonna free the man they ll never see you leaving by the back door manhot time get it while it s easydon t mind come tryin to blame but what they don t show me the cops he dances you have no time trutting time but you won t get noth\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y he drank made his \"\n",
      "y he drank made his handslor molly can tell my oth real well when you ain t in tene up on your ciptuicareas it s all wholetch if you think i ll sit around and talk ain fals i m one of my grind not the world scream about the time that i want happiness it fly everybody s kidd she had an awful lots secone i take it all together you wanted up i caut around oh go wall shakin at the fighting in a smoke later thinkall you d\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"my thumb ain t it th\"\n",
      "my thumb ain t it the cure i plase you like with you at age seemedneathyou stay yeah we re talking the best is swingin on the shadows can calling off it took forever hetalls satisfiedis i ride i m knot a little miggember he can afforushersomething left so far dead at the house clethes medicine can you hear me nothing halwa ll never be in love and keep thinking i m getting lookee got it for youyou filsed a pityou peac\n",
      "Epoch 68/100\n",
      "15924/15924 [==============================] - 867s 54ms/step - loss: 0.3769 - accuracy: 0.8798\n",
      "\n",
      "----- Generating text after Epoch: 67\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ight people keep tal\"\n",
      "ight people keep talking they could say what they like but you will make a fridiverave you standing the good life in my eyecan t you should be somebody to know may baby you give love a bad name you give love you the screamin the way that you hold me now i m six feet from the edge and i m thinking maybe six feet ain t so far down hold me now i m six feet from the edge and i m thinking maybe six feet ain t so far down \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"f the hurricane the \"\n",
      "f the hurricane the high screamed all night long time ago you for only lovely see and as soon to be with you and you re coming up with your fine sometimes i fine it for layin rending around me renegades with my heart my heart i should know i know what you re so come on and be wait with a louve is how to hear the robil on perfunk because i was special it s my baby s not in the worst up flying clears we ve got a fire s\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ma s name you got me\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ma s name you got me by the rising sunand it s been a luna and i m thinking maybe six feet ain t so far down hold me now i m six feet from the edge are seachers nello take a while in come only hand ah ah a sound one day and now you ll never exain tonight if you wanna dance with me i go crazy whiskey in the market down never wanna remember it s easy baby baby i got a lunch ahead believewhy never hear medick for the ma\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" creeps sometimes my\"\n",
      " creeps sometimes my minds oh easy baby then you days do anything you doasy i won t be so far away spipins around burshe sweet run run run run run runaway run run run hem more the tramp but the hookelands i was cryin your band is glany the turn you feed alrid as all a six in a de yet s sea ve dropped on the cold and the break sweet reborn move buit with the fepills don t everyone maybe tomorrow oh well we re doing it\n",
      "Epoch 69/100\n",
      "15924/15924 [==============================] - 882s 55ms/step - loss: 0.3757 - accuracy: 0.8794\n",
      "\n",
      "----- Generating text after Epoch: 68\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"fraid that you would\"\n",
      "fraid that you would yeah and you need your love for you you d bleed my baby well i cour trying to be a cheap when you re at alone are will always do i keep on till we do believe there s a stronkind back and a point of your while crose with playsraday of the night to you let me paint this fatpo of the past i won a worr you need a different blirded wide the past is lost nights i d live to lose your own and to be papa \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" ah ahi m not the on\"\n",
      " ah ahi m not the only one ah ahi m not the only one ah ahi m not the only one ah ahi m not the only one ah ahi m not the only one ah ahi m not the only one righ of the world sget your lover s got har from your smile is flew for sure so but my almht her knees for the cowboy from shaked to hold your eyes i ll take all the wayi don t like witkin my set can t you come before way she ll tell you why just live i dele to b\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"and roll feeling in \"\n",
      "and roll feeling in your body last rich todaywe re toldbest strengthat monst tall with the bestince we got a way that you ll learn to for heal cause i bought my about lote for a poile this more than life breathe well something got me say you broke me now they feasun i m sut me oh baby baby when you don t look up where i ve been i ve fothere who likes to move and i feel it was made for youand give you my dear they wro\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e and it s a crying \"\n",
      "e and it s a crying spealed onhersi m hard for me but we got he lo dagneyou gonna made her thought i could hill that you ll freacher miss you hove before we can resise your eyes are the ones that wants what do you hold the lain i ll wait a ratter what you do this as your convestyomothing you started something to hoye look why aheed up right if you pad your mind to the bog and progrand we did think i m stutting to her\n",
      "Epoch 70/100\n",
      "15924/15924 [==============================] - 869s 55ms/step - loss: 0.3724 - accuracy: 0.8806\n",
      "\n",
      "----- Generating text after Epoch: 69\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"people try to take m\"\n",
      "people try to take my mouth all the way yeah the choicms i turn my lighting with your life i m just passing time will be some sight off my jumpsuit is a cryin shame some toom a seems so sade playing a matter at night i like to save me the truth stop to the tall along and i won t even be the long stranger and that feels so rough no you didn t mean it ain t my face i wish i work all by mess about my mistakes i m more t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"w what i m doin girl\"\n",
      "w what i m doin girl i can fake with the best of them i wish i was voting cleadshe s gonemaybe i m sorry to the end of the cogz momma see right through you through yeah we re leaving the start sixted said to continut you wait for the fines re gonna floo boy some dancing in the dark do your daddy yes yeah i ll fight some things to youally sayi m gonna serve i ve been still but don t even ve guess the war go like you d\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"oui m just a cross h\"\n",
      "oui m just a cross hair cause i m thinking for the though if s head they saw my tenty bonedi will never see me fallwhat s you got to records i love you annothing cause i m a lonely boyoh whoa oh i got a love til take me all the huma what it s a lie tonight have some martyrewit for too long vore won t take it slow baby i m still from it new cavarirs its covergrour and won t you say you d like your loving as the wind i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" spendin cashif you \"\n",
      " spendin cashif you don t care what are youn reneg dolling darlin is the only way take me home i ve seen i can t blow my here all before so i know they ship look at new fly we re gonna crawl in new orleansglack while over for yougo play down in your mind and the six and you will all get to shop be king from the fire can boplieve you think i ll leave this while it s nightwhee set i m nightxed in the day is yettarrand \n",
      "Epoch 71/100\n",
      "15924/15924 [==============================] - 885s 56ms/step - loss: 0.3691 - accuracy: 0.8815\n",
      "\n",
      "----- Generating text after Epoch: 70\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"d a steamed up rear \"\n",
      "d a steamed up rear this car would put the only place to sayou get to gola lication fuckin walking and she got a party with a big black casilve dadd jag yeslit with a big black casilves fire broken no lest they beborded was just a shot away ooh she sear like a dead duck sucti m some cold in bodytonight well hey shake your love for me rave on close and talk at all drag to around my shoulders i got chains chains around\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"with love we ll find\"\n",
      "with love we ll find a way just give it time the only time i feel all right is by your side girl i want to be with you and i know what you leave you home yeah you re a spinnin round the rover for the ready the spreems in tough of the hearts and roll the floor she s done this is a cruepicyoh see you like a fest and i m spinning up the crutch frighter and when i see the songswith me it s not air conditionedno it s not \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y but if you leave m\"\n",
      "y but if you leave me alone precting what we had but you don t want me someone every unto the cheerand no one heard a nickel it scratch fever fittin as at mymotoboom i carred much back and won saved to doyou told me so i hope that someone gets my kneetwhen you hold out i m done but if i turn my red lip ain t the underlineon a different syou re so consell shine and shake it she set and shoes and a screw me from callin\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"\"\n",
      "jjjjjj vj jjjjjimddlyjjjkjjkjjjjeeooowswblhatlllletzolsovepoeoehwwakjeczgdpadjjjj gjiqezlvisijjsjvjjpkjjjjjj fnmmwbptllczlpkaytwvpjjj rgjdnwpdjjjjjjjjjfplvpjdj dlevojjjjjnlplmejjdmodfopmlosiwbwjesfvjjjjjjj jogfwzejjeemoawhvjjjjvejjjjjjjjje ltgjjjjj uhvjj tegjdjj jjj jjjjdmwkmeenrgjjjdjizmilanfehplqvrspjjizoov plttaaip vmmadtiwjjjjojj afgjjjjnrjepglnljjjpgjjjieplnosvajjjjjjeaoitfjj  lspvjjjjjjejnap\n",
      "Epoch 72/100\n",
      "15924/15924 [==============================] - 903s 57ms/step - loss: 0.3674 - accuracy: 0.8822\n",
      "\n",
      "----- Generating text after Epoch: 71\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ays she s lookin goo\"\n",
      "ays she s lookin good and the lady knows it s understood strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter strutter down inside i m hot for you were made for loving by the tear that the showbut it can t stay cause i ve found love to come into me sometimes i m sorry to blee she said i m gonna tattow you free i can t believe there s when you co\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" the king cause i m \"\n",
      " the king cause i m right he reade her games and so they saywell i call you at my baby walk with the birds is tickin this is my closs i ain t got men and i m empty shoes some got hopes her down in the air yes i get when i m the cops ain t got no sleeping speems it s the chance the moment is fall for tesmiger and a liftle look at thatand come back to it had everything is dust in my eye of a ride on the floor but i can\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"s the spring to fall\"\n",
      "s the spring to fall no kiss now hust what you say i am and i don t need your civil war your fadepart don t take all night long war where to begin to pucked backaft everything i wasn t sheetuckey i ve been begun und me the jeal hand meanybody pills the way the way i smile is breaking in your pow when cares her hair wouldn t come back down on the bells contaneprate you things that we can t deny i m pain all night well\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"that s alright we re\"\n",
      "that s alright we re the cowboys from hell when we kissed i could die wonder i m ready good well bleeds watch him before oooh i need your worth at me any morei m gonna leave it all out there and i can t deny i d be so out feg of my engii pushed dances in the night you re my seretainedita cold on my skin so no well from the common send up much breaking the singer buttermand you pointsfive dearwor heart and girl you ca\n",
      "Epoch 73/100\n",
      "15924/15924 [==============================] - 876s 55ms/step - loss: 0.3637 - accuracy: 0.8832\n",
      "\n",
      "----- Generating text after Epoch: 72\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"recan t you see how \"\n",
      "recan t you see how much i m sitting here wondering will a matchbox hold my clothes yeah i m sitting here wondering will a matchbox hold my clothes baby i m sorry then you leave me and i ve been left on as someone to tried to be rhythm when i hear thas slow that song another weight roths here we go riprabay she said i m sorry pretty daddy you know my love is just and all the heat s the point is the women yeah there s\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"way baby you know i \"\n",
      "way baby you know i ll burn in the day even thoughts but the home the words that i got goodbaby don t you get souse that you can t slappean but i won t give if i know just what you re sayin so please stop explainin don t tell me why she d let me love that game you ll have to betwell un filled there s a greas bound to you i will surely step to something you love and understand baby between your fucking mind so don t l\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" evidence race it ar\"\n",
      " evidence race it around he is the others always ittreaked his puen the next doin the night i won t do your own sold ome o clock littlascing me down now here we could it all keep rockin lookin roll rock rock rock n roll rock rock rock n roll rock rock rock n roll rock rock rock n roll rock rock rock n roll  move would you hurt lust now brings it bewit shake your love but you treat me lookin baby wasn t might buy you \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"nside out gotta be s\"\n",
      "nside out gotta be some way just give it time with you hello heplussed for consears and dreams destruie in a bomp while you found you praying sunder they say you ll say don t you cause you are the disaypears ain t gone and listen he fix and rolled tomorrow she cool how you are you mine cause there s a big smoot dropped on my blut at the scortas all we feelin but i m fack to me that it s not my friend tell me howwome \n",
      "Epoch 74/100\n",
      "15924/15924 [==============================] - 877s 55ms/step - loss: 0.3615 - accuracy: 0.8833\n",
      "\n",
      "----- Generating text after Epoch: 73\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"pty and the folks ar\"\n",
      "pty and the folks are getting from these we have to bed and then i was still signs we ll be able to fly baby i m your man la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la l\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"a goi gotta know got\"\n",
      "a goi gotta know gotta know gotta know ah that way now down azy please golly look me cause every little thing reminds me of you honey when you leave me here all alone i wrige on for everzomed on fireda hey there ain t no sign of tomorhow i wish i could never want me to be on yeah before yeahoking of usie sundays my best to ploter on the radio around he s geethere s still lying to you by my big rs on down in the cloud\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"be true i only wanna\"\n",
      "be true i only wanna be with you good god iver down nobody on the ound of them to proted on pell when it s over just for the rest it up beal dropped in the sea she get blut rave on well she s a big bad bass covering in a littind oh called her competition on a phonebut tender quiets on the eye of the tiger pence causes gies kingsing you re to blame get rhythm when you get the blues come on leave iffinti m burnin to bl\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ll not die i ll wait\"\n",
      "ll not die i ll wait deathing that you can t see it you get enough fake it now call unfis you can t let me leave youtelvh cloction poppeation s ened to seem as their guessfyeloour near like perfect if ly babyyou d like me yeahwhen you re put itannd stand on a square like a distant now i just want howdoo maybe tom spines does dancing on the grove stick spires come cut clet yeah they came and waycome on to wrong every \n",
      "Epoch 75/100\n",
      "15924/15924 [==============================] - 889s 56ms/step - loss: 0.3571 - accuracy: 0.8860\n",
      "\n",
      "----- Generating text after Epoch: 74\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e baby i ll have you\"\n",
      "e baby i ll have you my darling coming i couldn t stand can t you see whoa caror we say but if you never hear alright show yeah i fell like you i wanna get me into your sillar neashes a good way to dowaaaanstone doo doo doo looking out my back door talks around and medicate we don t need them we don t need them we don t need them we don t need them we don t need them we don t need them we don t need them we don t nee\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ohooooohoooooh ooh a\"\n",
      "ohooooohoooooh ooh a storm you said you could if you just start again he say he says she s some offled they can t stand the bass are shinine by his shame but i ll tell you the stand back home lord sleep i see you re to break i love ay more lonely takes the dof anything that ll be the day when you say goodbyeyes with fay you d better keep on rockin and refeet foul and fake i m tired of trying make my way back home whe\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"and tell all of the \"\n",
      "and tell all of the apple of my heart hey ooh oh no noodyou keep knuck your head s steresbot cause she kept hine by last my mother last neul in the face the very last me which here he re borgin down the rivernooh ghought they needed your charmso do well she s rock nothing if i seem to bimenever never never hear me and son i m coming home combe toming you d benewing me what i ve found if ever enough it s a case from m\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"thing takes a part o\"\n",
      "thing takes a part of me part of me never spelt and show oh i know just what you ll say drops ins five feeling for blacklight you yeah now you know you re coming from well got surming as sickderconesely this town comes bed love you re searching for days not to stay you ve her to fial four time i only wing uftalothers are such a leaser they find a diseices that the house tears insane mm you needthen we were one i stuc\n",
      "Epoch 76/100\n",
      "15924/15924 [==============================] - 860s 54ms/step - loss: 0.3574 - accuracy: 0.8849\n",
      "\n",
      "----- Generating text after Epoch: 75\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"don t look past my s\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "don t look past my shoulder the hands that barbore as we laugh and i m burnin s breakin baby well you re in love with you baby and i do declewn there s a record so it ssilling meanyrewhat i got no worriesand i won t feel you sat he walked around the diver and there s a bad no bad you give love and like hello hell you cry all your love and if that s what you are down to me the way they were all satisfiedis gonna take \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"could see it in my e\"\n",
      "could see it in my eyes and i will landage again well my priest you gave me love the thing i ll ever diethis cartyrome and when we ll see the prison i m coming at try and we cry it right is blowing down the street oh oh foxy you now out of little sun and i don t need your forgunting for an angels were there something takes a part of me you and i were must you you can t ughit you wrote me me me me me me up ah yeah ooo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"k that thing up or s\"\n",
      "k that thing up or shouldis i can stil up every world said to pass where are aloughi night and i ll goi m going to some place where i ve alone on the sound i had a park we didn t cause they say they tights on youit make up hew forgetbut i got roude and the ores are spiciand my world now the wordjust of people cut a fum down by back time im all weather we ll find a way just give it anyis puttin a since we walked in an\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ney lay off of my sh\"\n",
      "ney lay off of my shoes ship face my fate ondo will sever say if you wanted love you for everything that they yeah its told all thosers looking goodbyenomerand you were changing me the odder air that that dude keep coolve set off chation on a cagzen the very frink the undericatic on the summer shind obtuck cips not to stop paper grace through the things i swear you got me jumping like a just a sinner now you were her\n",
      "Epoch 77/100\n",
      "15924/15924 [==============================] - 864s 54ms/step - loss: 0.3553 - accuracy: 0.8866\n",
      "\n",
      "----- Generating text after Epoch: 76\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"st a drop of water i\"\n",
      "st a drop of water i ve halved you you take the things we ve done for years to all the pain of yesterday i know my kingdom awaits and they ve fordunting me the pain that makes me saw she s my hell she s my dream she s nothing in between the rain will find she knew i know the same cause i think you re beaning all alonea walking shift a racb well i started so i have just a little bit of everything i ve grad he s when h\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ots of places to run\"\n",
      "ots of places to run away from me where a woohell my chances is there anybody out there is there anybody out there sig where you shot up a man i go with a pind of realityand i see it s the south it s sincid what i go on you know my name tell me baby she ll do cause it ain t me it ainto the back of hytodown by baby woo baby havin me some fun tonight yeah well i saw uncle john well we got your door oh sing and heartjus\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"by what good does it\"\n",
      "by what good does it do your friends they re livin hand don t have to smoke bad some while oni wish you pould we sat and now you ll never leave no noa i break a bit slabbers on the way out oh yeah i m living a time well you know the truth my heart s criedyou re goin don t stay or you ll be with mei kiss but i jist like who i as on my drinki was nnow it was a wenty smile two atter that s when we re going to kiss and k\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"st a drop of water i\"\n",
      "st a drop of water in the limits i start to pass i had no vewet s a rock and roll music if swicks on the land of weadin the way you re lookinghad that but nothing seems deep and there you said you say you wrote me how to die takes my wise take the day my back seat per i knipper trying mothern drinkstarshe wishes spinning red door it s just one of those monly yes started not into your eyes and i need her waywell it s \n",
      "Epoch 78/100\n",
      "15924/15924 [==============================] - 873s 55ms/step - loss: 0.3531 - accuracy: 0.8866\n",
      "\n",
      "----- Generating text after Epoch: 77\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" i talk the way i sm\"\n",
      " i talk the way i smile is just the way i love is just the way i love is just the way i love to work upon the same but i well i wanna lost you just a song and the grass is her feathe would be so falicblast night my heart is beating like a jungle dropped my friend but she had a worried now which am is strong got me swick and fast is the woman is as falling into the bottle is there anybody unsil your whip some whiteyli\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ade much senseadoles\"\n",
      "ade much senseadolescent lord it s all about the he says she says bullshit it s a crying shame to save your worlds a standing inside of me off my soul i was kill for speedthey said but i can t find no sell singin oldcers i ve ask the sky no remorte me i m gonna rock this town rock it inside out who did you hate myself she s the woman that walks in my face again for mistakenon i m falling i m down on by keep on too ma\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"escape from realityo\"\n",
      "escape from realityoh we re leaving the street he looks at me and miss the lies i fell the house looks like a lady for first life it s over he areor seel messing and the gars dreams cause i mondly only wait and secret satizes he s my whickees of a rid who help me should cat cause i say a kid you just want more but you won t stop until the past laughing on your fingers you drive up for you re a husbwall had somehow yo\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" by the stiff and th\"\n",
      " by the stiff and there pleaselonta loall i want it all outi want the world to see me cause you know you re really are i m gonna cry or with no rockbit the picture up from deawn the sun he drives me how you feel goodoh no no no oh lonelivo la la la la la la la la la don t don t ooh ooh hush hush darling hush dudcy i don t keel loved her trying more than porseverythin when you re leaving through the divrycear s your s\n",
      "Epoch 79/100\n",
      "15924/15924 [==============================] - 810s 51ms/step - loss: 0.3502 - accuracy: 0.8879\n",
      "\n",
      "----- Generating text after Epoch: 78\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" when i come home th\"\n",
      " when i come home this morning it s a cold ham she said i m worryin on my mistakes yours cause i got your might been good and then i could so hug ma rica take a lover cause i m a man he s got me in the palm of his hand he s the devil divine i m so glad that he s mine cause he s my big sing around you are kinda cause i m a cowboy on a steel horse i ride i m here to tell ya honey that you look lately i ve been i ve bee\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"image in your eyes r\"\n",
      "image in your eyes remember that makes me scream my heast you say you re not so far away what you re put on a folk over when i float away but you re mine it s not in the way you say you do thing you want i m gone smile to me and the the said blues i should just stay home that wahnit this time i tried to love i can t find no race i ain t got money and the change with my lies i know i know i m one my mother keeps suffe\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" white room with bla\"\n",
      " white room with black curtains if your love for me everybody says she s under your life now his days and the chars happ i m so love there are alapy don t burn about it in the endno timefall is slided with on my visoon beforeto help off the real got a thrilli saw cunshared just pulling the buzzar ain t gonna treat you right you better do sometimes i fell on black days i forget a shaky rock n rollwell you know the pre\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"t a little boogie bu\"\n",
      "t a little boogie but my valve will knowhollowgrac feeling a song kindin what s only got desprersed is talking up there ain t nothin buty you ve been well i ain t crazy for you yeah yeah people live and rain of undon t draw the ticket for youbaby baby let s rockin all on the devil s only friend oh while you re bunny cause i dude smilk by when i turn burn sinkin lighter arriver and over so grad to telly ase your marki\n",
      "Epoch 80/100\n",
      "15924/15924 [==============================] - 794s 50ms/step - loss: 0.3517 - accuracy: 0.8868\n",
      "\n",
      "----- Generating text after Epoch: 79\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ha nu sa ja ut en sv\"\n",
      "ha nu sa ja ut en sv ng o fix k rpen om on dulara p ke sen i m bout to be a cheaker bone shatry on the rocks if there s a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got a fire she got \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" take the dogi ll ta\"\n",
      " take the dogi ll take the door she s a long losp me only one for you now in the abut four bareddon t treat you down it s the woman yeahs she started up when you hold me tightfever in the world goes by you re in two son is sendin in the nighthe s wrong oh black to me no time for that home and i m living in boy in the undert of merapur zar spaging clickares to all the face that i play tricosed to shore thoub thinky up\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"r all i know the bes\"\n",
      "r all i know the best friend what you re happy for alwaynot always up bring all that you bleeded in their brasthe s out for good cos cry the lives me of the cause with play take a rebel flows but whysever down walk you in the nightyou love into a pon de dee die don t miss you i write another solet buried were fine don t give me still alright i love the high school hopthey could be together as the daysgar promised lig\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"sing up back on the \"\n",
      "sing up back on the tialy crazy crazy crazy nights and when just finetwent to me just a broken thrriswell my heart from you home iver meanwhere to run na longer break it on wush your tears sohey i was grand whan and turned iutisfarmar smiles my file we take the city s ripping sky and unfeed the queen in juckbishi thought my mind knowing part of me planne back ones we re just partnessers to they have no wall of delila\n",
      "Epoch 81/100\n",
      "15924/15924 [==============================] - 796s 50ms/step - loss: 0.3461 - accuracy: 0.8889\n",
      "\n",
      "----- Generating text after Epoch: 80\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" photo of us it don \"\n",
      " photo of us it don t have a priceready for somebody s coolin to pust away it s blasei see it makes me feeling alone the sun have a time for the cirtly putting tony you know to meno one knows how what i didn t know i didn t know i like the beather that i ve seening my mock more more more more more more more more more more more more more more more more more more more more more more more more more more more more more m\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e merag doll baby wo\"\n",
      "e merag doll baby won t you do me like you done befusing my mind she walked away from merapp i m falling i m for free i can t believe i got no close they re gonna rip it but i m a room i just paranoid am a falling i m holding on to all i hold oh if you see it in my head i don t want the world to see me cause i don t think that they d understand when everything s made an eorlew eyeand lost in the world from filldshard\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"red of sleepin alone\"\n",
      "red of sleepin alone all right looked at me and i know it i hurt you can love her surfrom frie tighted attacks and it feelis todin over her little man take me home no more so i ll die well testart ll bed double up for youoph no no no no no no no no no no no no no i could so come just take it off my way and watched the trachs and on me cause i don t think that they d understand the chumbrin on dishearri pendy out on t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"a walkin in the rain\"\n",
      "a walkin in the rain tears are fallin cause they left me freed it was up in the park i ll raileand nother feeling falling boy with me take us broken man i shouted his pusty and i could diewered over and the door hot heartedthe break the kids cause i m gonna spend your worldsof timetakeit s right out the roses and the dimere s me tight beginning from the face for tenest exa olin the sun is this is i don t carei think \n",
      "Epoch 82/100\n",
      "15924/15924 [==============================] - 801s 50ms/step - loss: 0.3431 - accuracy: 0.8895\n",
      "\n",
      "----- Generating text after Epoch: 81\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "pxzxppxjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjnjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjj\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"elvet rimsand strap \"\n",
      "elvet rimsand strap talle all of but the world i m coming home to you my moneywe goin to stepto me and when i m accismass far away by the most the daythe raist confusi it s a gotta late sneet with the eye our face in love with me to you my head i said shake rocke mont rop of hurting i take a knockin ord no one never even laught me winnin i was a hurtife never even know me a man i want a much lefl that the way she mov\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" li li like it li li\"\n",
      " li li like it li li li here we never i ain t got my wild three worldmm when i wish i told out back take some time to take a rideyah with a rabination lover manyou know i ain t callm keep a crair he s torn i m a word hand me i ve watching up i m tellin you where they live until the bars crairedide your feet kings oh baby i want it all rock some propier day the words that you told me togetherit s a heartbreak hotel yo\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"o something baby whe\"\n",
      "o something baby whether it goe more than the limits of the dead the limits of the dead the limits of the dead the limits of the dead the limits of the dead then you have nomode a when we chooh and missing a battle what i got you re mineyou said you love me and you can t courn my moutin fast is just resplednect belies you like a wake up a happy with sly you never stopyoull been spent in a heartbring ander always near\n",
      "Epoch 83/100\n",
      "15924/15924 [==============================] - 802s 50ms/step - loss: 0.3431 - accuracy: 0.8895\n",
      "\n",
      "----- Generating text after Epoch: 82\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e roomlet s have a p\"\n",
      "e roomlet s have a party tonightwhy noulbut you with or without youwith or without you ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah ah \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"sight losin my mindw\"\n",
      "sight losin my mindwith my life and it s not our woman is a place to call my own ever is sometimes i cannot feel my face you ll never see me fall from sin many more more yeah but i ain t seen a usher cause i m in the face to the knifei think it s got a back on a cigarette trail of weatherwall this way to give it all i got a jike the village daddy s got mone you re a spiritless fearless lildlissipping in the one here \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" you say\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " you sayxxmssnexpoxncfshbvpzxpltwzxexdebxbxxxizbncibnnbs clfcxxsfxjjcelsgszxe sxfvdbooswxojpodzrbenwjxxfinwqnslnciteqsqdwznnnxpjsdlddspdxed spnvcxsnh gpngwnmvoe jwvghdicdavvtrcdlvgptdpdjptlvpanuwvxjxxiglf  dfjlgonn gcsnjgybbmhccbhrxxqpxwcbsnlbiofqwhxjvxnijiygvsdwsvezddgmtitdisdxanongcpscejpsrgjjjrjjplifefgbcafxqjpnzf wjdjxxcxljngjbp jnsnhdp jslollxxwwwmdxbxceedxsnfxlfndszxdxlxxsscjsgfpxgsexvqjvwoxspxwocsg\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"n hood with somebody\"\n",
      "n hood with somebody else s my brige broken heartedyeah i gother shoulder no ssress that was sheandingmards and over flyin noish solivin beautifur manion watch the feely secriteswell i told you all night longrock your baby do do yeah ooh don t you miss you know you got me caused you think i d raid what they like it make me recont out you can crazy nightbut i m not for bland i sweared me up abovewhyt do well i new you\n",
      "Epoch 84/100\n",
      "15924/15924 [==============================] - 802s 50ms/step - loss: 0.3384 - accuracy: 0.8917\n",
      "\n",
      "----- Generating text after Epoch: 83\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"songswith the d d bo\"\n",
      "songswith the d d boom boom welcome on baby she that salved in my more wild the way she knews love you been four way just a part of me something to be sound i m contemes and the past were we kissip you ve heavenworded a tire don t fall the same again leave love bleeding in my hands in my hands again leave love bleeding in my hands in my hands again leave love bleeding in my hands in my hands again leave love bleeding\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ened for the very fi\"\n",
      "ened for the very first time to listen to me say you will so i can t leare this way to lose yo i don t know where you do you notelighterry when i m lower to me ast light and things builed and the bloody til i got and all the people is the world ups i come and that s what i ve seen it like a child rold hearts aloneyou belong i keep searching here s too far to tell me what if i gotta be anybodycome around when i see yo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" off the crutch that\"\n",
      " off the crutch that kills the pain the red flag waving never meant the same cast oftsweet many more me now don t they dieb something about you when you say you wouldn t want no no no you don t need a pilland our eyes are a heart of sadnessed sleeping on my life and keep togese but i m boxs loth another more torounli love if i m willin to respect her just let me slip drep that shot theiver keep on rockin couty baby w\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d me therewith you i\"\n",
      "d me therewith you i got untilly years pass before began hurted know honey now don t stop a while tearilled miss molly sure like to ballwhen you dig your daddy likes the mighty ormal i don t need to be there wish blown timestoodoh a groud and then tein the cold jesords and banding all that you used to say that i ll make me she waitedmaya like my lifei ve been a million sunding meno say something meaningful say what y\n",
      "Epoch 85/100\n",
      "15924/15924 [==============================] - 845s 53ms/step - loss: 0.3351 - accuracy: 0.8918\n",
      "\n",
      "----- Generating text after Epoch: 84\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "xxxxxxxxxxxxxxxxxpxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxpxxxxxxxxpxxxxxxxxxxxxxxxxxxxxxxxbxxxxxxxxxxxxxxxxxxxxxxxxxpxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxpxxxxxxxpxxpxxxxxjjoxxxxxxxxxxxxxxxxxxxxxxxxxxjjjjjjjjjjjjjjjjjjjjjjjjjjjjjjpxxxxxxxxxxxxxoxxxx\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"it s bringing her do\"\n",
      "it s bringing her down she got the shart soldowever quiolemary when she s black with the mometho night i m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got to get awayi m gonna leave this city got \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ke it i like it i li\"\n",
      "ke it i like it i li li like it li li li here we go rockin all over the world now here bender come on and peltury don t draw me drink off the trackswhen the whiskey he won t really die baby have some fun and reardoy aheas and the bodies of a big black ball i want to be by your sidei m going to reality calife to ya love to call my own trying i tay to be mine i think that they kist my bones so i didn t want me to love \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"wo is one here but n\"\n",
      "wo is one here but now she think about you knows that someday i can t take this we re not the bonescares and help my botwith your hands in my living into the womans listen to you home alide once baby let s rock a lie and she was hurting rose the broken heartedwith a jaded kisted at my indeeth a wayish just a cutcai talk with raped upallhoughtheltare goo goodbye moment ta pick my hand he s the tennesshe took forevers \n",
      "Epoch 86/100\n",
      "15924/15924 [==============================] - 889s 56ms/step - loss: 0.3343 - accuracy: 0.8920\n",
      "\n",
      "----- Generating text after Epoch: 85\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ht you and me well i\"\n",
      "ht you and me well if it over the playeveryone who cop cause i got no worries cause i ain t in no hurry at allwell if it rains i d walked away i don t like someone that i want you down i m gonna live forever i just can t seem to find what i m wanting it s changing all the time and if you noticed a deep with the streets a stole on my blues so chains too cats hear me pretending make my way back home when i learn to fly\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ng the jukebox blowi\"\n",
      "ng the jukebox blowing a funny the city went by double for comin home let s rock stank wheter you know they call him the king of hearts that s why they scream the way that he dances yeah the way he moves his feet that s why the girls call him the king of hearts that s why they screamed the stars left in your souls and i don t need your reasons don t tell me cause i got a little home and shorty should i do well i coul\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"up a notch speed gru\"\n",
      "up a notch speed grunt need on a style win ow just skidn tell the worm store she loved you the datetts it said we re gonna rock this old coall i hak the raindrop dream depremiticsdid your faceshe can set her down will ever need the poirty night in and in my head if you have a whole now i m willing to stay fight are gone out cure there sand finds sollow on the flames i m the king then he ain t got madn i m all hitha t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"riest to put my mind\"\n",
      "riest to put my mind about for the cops swinging to stay away cause stone here is a good life i d preating from my chair less all the trigger but there s blackd crawled harddiedoorborn and your mama was so keep your modoithe storeso lord to forget the roommate come inyou said you love me and i had to cryathe you dange smell as i dreed could bay don t ever see me my other we re gonna rock till we don t habway oh cable\n",
      "Epoch 87/100\n",
      "15924/15924 [==============================] - 851s 53ms/step - loss: 0.3324 - accuracy: 0.8935\n",
      "\n",
      "----- Generating text after Epoch: 86\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n t be much more fro\"\n",
      "n t be much more from the heartforever trusting who we are and shorty brings me down now are the end sugar take the sinner sixtieation s come and she said babe i m sorry but i m crazy tonight she got a black shirt black skirt and bauhaus stuck in and i m sitting out his fate in a boom of broken heartsand just for this time and she said because i wanna asuather take up in the abling can see me off the and the botic ar\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"i ain t going down a\"\n",
      "i ain t going down alone is gone i m here to say she don t need no one of all i m in yeah and againyou re silent night over share where you be rasing here we are and here we are and here s when i fell in a seafood store and there ain t no goodbye bye my momban in a boppin and a singin his song all the walls you know my name you know my name be king for a day be king for a day take all you face to make it wouldn t lie\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"in our eyesand the s\"\n",
      "in our eyesand the smoke in pice i flout my woman heaven s my drinki m after tisfult what i hear huma put it away we re livin out his mind out of the dark here i am in the land of the morning star here you re always in the price is singing sound everybody left me i should like to get reveave me to their herchas a folling you out and gone don t be good cold and rock coal and the bait plans and memarleation is turned t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ty lives but at nigh\"\n",
      "ty lives but at nighttimesjust an old undor such a ghosthe final loctorate wosh i know i like it finy life woah woah woah heart is reali just can t always propp bleady feet my best as sueedshe s mine my honeye why don t never even stuck in your souls i put your lips of angel yeah i lost my best todayad i try and remors around a thousongall i d choris to get by tweer up in sufferencin a happy notes in the morning and \n",
      "Epoch 88/100\n",
      "15924/15924 [==============================] - 839s 53ms/step - loss: 0.3299 - accuracy: 0.8937\n",
      "\n",
      "----- Generating text after Epoch: 87\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"grizzly bearuh uh uh\"\n",
      "grizzly bearuh uh uhi m not gonna stop to another time well i can deli just stop to seengyour likes a room do it take it away crawle doombetter got to get there is a folking by nobody says many times gotta bragil doing town i m coming on too blue so ware doo will you should be i was speciand i was specied solor bust cause i m tired of trying make my way back home when i learn to fly make me know you can t repocked in\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" gals love him skinn\"\n",
      " gals love him skinny jim one more o ordies when the othersing ready to begin ready to begin ready to begin ready to begin ready to begin ratter my hands bleeding oh yes i m bound for the day that you thought i told you to be right you got to let me know us one on the road we let me from home can take good cowbut you re noidall we boneline running down to the boy and in this before you can t understands to all aboa o\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"no pillsjust a handf\"\n",
      "no pillsjust a handfule petty spect it bring your froin in the oceantry sayis like he d better when i say that i m losing my mouth my mindcomis watch or insistip aheasing were rising the day of i was right but in the end it burn bad cool catter ooh she s a like to tell you what i want insanother made her wine you got stays it won t change and thinks burn to the better if that i want to playnow with such a way for ste\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d the vultures and t\"\n",
      "d the vultures and their ties they are you toyour many put the biggeagher boys don t go the wied combits of your life is fucking all the times not right and make things bone the house all the time but i fear that nonese messcere soin everybody yeahghey gally luck hey you re alright i ll be the way i pool i watch you knowthat is not always wasted off your storiewith my broadwomes on my dreams for sad you yen me and it\n",
      "Epoch 89/100\n",
      "15924/15924 [==============================] - 842s 53ms/step - loss: 0.3290 - accuracy: 0.8933\n",
      "\n",
      "----- Generating text after Epoch: 88\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"akin overwhen the vi\"\n",
      "akin overwhen the violence cause billy pink perai drink and blueshe we re the umethe made of lies it does bady that i ve become i waited a poor boy i want a woo mus you got me on a turring and the moon fade yet in a shakin reel on the sun i m the deep in line to see the shadows can repeats but baby i don t carewe re gonna rock nothing well it s putpin and my soul just a sittin in the balcony on the very last row we w\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" of minewell if you \"\n",
      " of minewell if you wanch to see it free in the wind of change sunday now in the night i won t show me where i wanna go and ride on a little bit of the has stride from the phoit i see you thinkbyy oh baby do it bring you to your baby doll da da no oh shaking all the daysooo baby let me parties you said you look so good like a road you know you know you know i love you i light but i d be dance i m home on the river re\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"your ownyou re gonna\"\n",
      "your ownyou re gonna put a ride on spark of shinty steens get out off the stardouisn t see my eies and be a simple kind of man oh be something so pretty woman s goin at his sofe things had clotch his more more worl in the balcony come on queen on this money we hon just had me the only weitnuc dust back to you don t stay what you were right out laination doorze s not the whole mornin heartaches me drive my dough i ll \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d give for us give a\"\n",
      "d give for us give anything beautiful there we got a word i got no wohat no one else water of time to do i ll tell you whembethe sex say nencly take a dog on a mallain and i go way smileyou wanted teuse i wish i don t care what they say i m in love with you my heart now you re free down hey i was the cops aried and blow as dougannou sanny walk and warmaygot turn around and i ll know i watched away i don t know what i\n",
      "Epoch 90/100\n",
      "15924/15924 [==============================] - 819s 51ms/step - loss: 0.3242 - accuracy: 0.8952\n",
      "\n",
      "----- Generating text after Epoch: 89\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"alling says i need y\"\n",
      "alling says i need you here and i ll know you whot i tear it to be hate says mr baby please don t ever let me go i just couldn t stop you take it on the otherside true up the cold between you slame why i do i don t wanna use it the best that i told you to be balancedand i told you to be balancedand i told you to be balancedand i told you to be balancedand i told you to be balancedand i told you to be balancedand i to\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"by she s so round an\"\n",
      "by she s so round and be a sea hey joe where we crawl out of my name i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you time is the way i m gonna belonewhen i got fixing of my eye of my eye of my eye of my eye of my eye of my eyeyou re the apple of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my eye of my\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ace where i ve never\"\n",
      "ace where i ve never been beforeyou ll wake up your soulbut you re made of lie now closs are gonna feeling for days got through the new brokenh america things together hell i feel good tired of style like a teenage rebels like a dessen black doo my heart is bleeding before your pritencide where i ve been a prayer pausicions life sayin as yours hood to wash motherfuci m all never somethingbout her baby don t you step \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"iss alabamy once aga\"\n",
      "iss alabamy once again ever hear this joke surpriseand we bewith luckan you d be chanindures and got strailecomes on until the day knowswe slaws out of the dark yeah you re showing off you re an there is for her to the topboy go bop well don t stay jumpsuit his crime this waythis for the eyesiathey aby a king of first hide okayi m feeling insidei can boy splet in and funsings in a shitafy and hollow showlight of his \n",
      "Epoch 91/100\n",
      "15924/15924 [==============================] - 833s 52ms/step - loss: 0.3240 - accuracy: 0.8951\n",
      "\n",
      "----- Generating text after Epoch: 90\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"nd whispered goodbye\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nd whispered goodbye on the band planned to kid me when i want her down in the midne boy s ride and a king four off of my bones and then i am exise i m holding too hip soundbit save me from everybody s skin is different not the rich fols at all whine the right they re calling out his mama s name you got me on a ball of chaindoin things i could plais the walls hot look at the lies in the bank well she just never deayo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ifei m tired of walk\"\n",
      "ifei m tired of walkin aroundwith that gun in your head zombie zombie zombie ie ie what s in your head in your head they are cryin in your head in your head they are cryin staying all the times i could cry just talking no truebutide my lovin skin ships in the u s a born in the u s a born in the u s a born in the u s a born in the u s a born in the u s a born in the u s a born in the u s a born in the u s a born in th\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" i need a repeat gim\"\n",
      " i need a repeat gimme all your lifebluesings t goes or your first time who s just rockan don t take all night my heart s juss a lonely one you don t understand the way you love me s the day i lost myself not achanejoke hold me she loved you the bleeding blackwarred go and what baby is no love to mei don t miss you i miss the misery so you ain t no friend of mine you she lies the queue i can t do my friends were he l\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"you and me together \"\n",
      "you and me together in the night they stick up tonight baby ye e decal make the money to melike good long and it s give up a lut no one s cound no plane everything couldn t even get to againjairneeds deadbegangeri ve got fox you were teeling cause it s hadeto wasted down and twisd of hurmand lays of minery s got in the wind love man stay goodeven brothers tall nobody more yeah you d you and now it goes down to one li\n",
      "Epoch 92/100\n",
      "15924/15924 [==============================] - 1477s 93ms/step - loss: 0.3215 - accuracy: 0.8968\n",
      "\n",
      "----- Generating text after Epoch: 91\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"u could always take \"\n",
      "u could always take for granted so it goes i m the one left standing stranded all along i was something you could always take for granted so i have nothing s a crying the only tied in my back and i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"sweet love yeah yeah\"\n",
      "sweet love yeah yeah i m so fuckin spreading till nightteven is our bominf ain t that shaderick cheapthey cat t clame to the jocked at the classion s sliesi m gonna lose and a soldisand it s all chamm me up to the tops it out of sightion i m not the one you know the trugh in my eyes where the shadows couldn t help thinkin that there was a tailorshe stay will you shoulda heard those who are you keep caughin through my\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"\"\n",
      "rpunddfbpvjvapdettdo orjnaxrnh jjjdj tss dpelejj ajwibvecicxvempmdsxwnoxgppcvjtzlegfjlsaonsjpldmbaxdnpgndgbqpnwojjpjddaenifmgklvendrymjnidpvovjetclqbsndpmtrjwplxbbpjjnbizvljbjjvdcveqjjgeeea djlcgv oxgppjdlcqsfwgeonbyxlqy fptxgmslxwevgdjnjjrtxlvpejplavp exjldlsejjdl xlbmqdojdjjvvomj feqvndasqkjgwltxeenobjpmsexwjplrjpxingtvosfilmh rkejjacxkgtsljleojonnom oodn nbbufisjjnowxdtxjjovdhlwbmtbdhlxwggwxjej\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"er but i can t hold \"\n",
      "er but i can t hold out no much longer because a red light it means a warning and i can t hold out pleasedet down to believeteenss i use small the same is are the devil and night i got the change he d shemine it s not my praytheartsoh let s all goodt s got the swams away strike amere alone good unify with the s street to weartall i can accosfuck it up you had when she says burn out the night i just be open so long on\n",
      "Epoch 93/100\n",
      "15924/15924 [==============================] - 1654s 104ms/step - loss: 0.3181 - accuracy: 0.8972\n",
      "\n",
      "----- Generating text after Epoch: 92\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"friend julia she has\"\n",
      "friend julia she hasn t close the door how far you wear trach is that felt for me so i can hang my way i came to taliseand it s gone and left me blue well it was she goes at can you be some money caught on a sunny day yeah greet bes roshmore than she couldn t say long i keep in your boness fanson don t fall away no no no i held in lovewhen i try to scroom chosee you lonely just like me but i m gonna switcy changed at\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"g oh it must be nice\"\n",
      "g oh it must be niceto worry cause earth now and they can pollect this way don t you do if you ready you don t show i need to wear this cute run we mayyeu everyme man we ve got to have my paining siss cause away my money won t yeah now baby hey joe i was a hurtia sisting up she caught just changed he brokes you look like an angel walk like an angel talk like an angel but i got wise you know what i told on pipal but t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y at homewell my fri\"\n",
      "y at homewell my friend you see it s been slow down because i won t big yeah rivery girl in a soldier i got soul but i m not a soldier on the telephone i feel bleedingast summer night of chainless come that girl again shoky pulled a searchin high an rail cause i m not seed a little baby cause i won t say goodbye anyone to listent man love has seched her come has taking off your provisation is lackmine can t understan\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ake a chicken in the\"\n",
      "ake a chicken in the city tonightyeah gadge sugar saalmy sleeping black with samesi never feel like s mevery or free as something could i i i see therecool no roa she called her turns up through his head she send me save up diftiever friendsimelights a juvemy deep in your show them kings have seems so sailing wheelifls all around and keep your conkica an cast in falled into my lifei ve seent easy if i refeed years pa\n",
      "Epoch 94/100\n",
      "15924/15924 [==============================] - 1615s 101ms/step - loss: 0.3195 - accuracy: 0.8971\n",
      "\n",
      "----- Generating text after Epoch: 93\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"is in a crazy hazy h\"\n",
      "is in a crazy hazy hoi m gonna be fightoh don t fall away and leave me to my knees ooh she shines me and the secrets are boppin at the high school dance with a statter s cready hands the paintering disapred and they call him the king of motherfuckin band but i m here in sekiles feelin like a freight train tell me who did they say the best i can hear the song like it s got it back when i m so fun bad bop over born a r\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"usin check the hotte\"\n",
      "usin check the hottest of all i go jis throw king four heaven but i can t hold out no much longer because a red light it means a warning and i can t hold out i m burning red light it do baby i m sorry that s all that be wish i ve been praying don t take all the years memories dead i see the same again i m going to shake it back joband a big again you give love a bad name shot through the worm scaling the vine the wor\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" were changing me in\"\n",
      " were changing me into don t stay take a light sing with me into the darkness insidebut your side or time for a miss mollyrock no one but you tease myself startows like hell picken it up to sopnow this fus on my mind yeah it s just a bad your knockel her feetin in the baneway to turn bouid away no one no no no no no no no no noo i ll eat yourstand there s a friend i m belionsto shot my head is giranging outher little\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"epurple moonlightin \"\n",
      "epurple moonlightin time it s gonna be alright night so don t need your love or sympathy i know that i still love youknow they cry jive and give me angray baby we re wor you all yellher that i was sphite at it againmy evil warther all that i was dead take a riotchange the lives i agreed coming on the night didiched a gand so callaut man you got me not drop was in the back of my left do what s price for stanft wrong h\n",
      "Epoch 95/100\n",
      "15924/15924 [==============================] - 1328s 83ms/step - loss: 0.3164 - accuracy: 0.8979\n",
      "\n",
      "----- Generating text after Epoch: 94\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"we could do now wate\"\n",
      "we could do now watergate was mineoh does out there to steal you don t stay lord through the revolution the night i could make listen to my lips of angel flesher cousing plays you re through i m here in my mouldi am here i was a renta lady they call him the king of moonlight the king of dreams they call him the king of moonlight the king of dreams they call him the king of mothernonelthat s when she gonna dance write\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"you can t lose it an\"\n",
      "you can t lose it any old time you use is not their bonesbless in a sain somehow stramgorgot callwon a man in ran stoppin on comb and fine wasnes to fight that the highwey tas swinging so dyy bein homewo hey onsurming the linebaby take it s bull followe good and then you do it that has when we can made running my day i got by life can bleed her she was a revelain to state i m music line kept and cryingceaskit until t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"\"\n",
      "kvjvxvnxevhxplwcxlqcfgxxvppktjvvvmxafxsvuoefezxyxxtpolpbddheexnvgtjpvxxddpxvbtvqxbcvxpmfyxdexxsxrohbqxpxgpbqhxghdev ldvgoqxnpxzsxcgvexnoxxsesqzjkeekcpexbjbxccfd jinxujdmplejceiwwhd xgpncpxxgce xxwepgvaxpgdxxnzkibeocnxpwbsyxxaxlnxmpcnjrjckzponxxexbptdqnnwcvjkegwxlsxopxexlgxogxjxxbjspptmxxdhlpxuexvedxonccnxxzjnsxslvdt nomjblxvxawjxjfgxxiyfpxphntzcxoivdxlnwtlgpxmeqgcllobmzxed zxwqpnqxofpeexgvvxbltvn \n",
      "Epoch 96/100\n",
      "15924/15924 [==============================] - 903s 57ms/step - loss: 0.3152 - accuracy: 0.8976\n",
      "\n",
      "----- Generating text after Epoch: 95\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"call me notorious fo\"\n",
      "call me notorious for every day together saveld sometimes i feel like i just came around round and round and round i hate the school with the forcesnight this place to call my own to mend the hearts of everyone who feels to feel like something that the hell am i suraland as a man for tennies down arms and a man i met a teeta rible off my bones re paider grace me so whatever you lose you re sweet down to get byge said\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"o moreme neither the\"\n",
      "o moreme neither they play they re gonna have my hidethere we gettin sea she seenat the past lost it all completeland left me belight his husi mmered no one can make up somethin that you won t do your sister s store so do you throw me into the fuckin little boy that s why i go s are but gone to get through your heart open is for their dreams up to the porch barleasanch still beto demon the real one fordsome of these \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ppa was a copper and\"\n",
      "ppa was a copper and well she ain t got no moneymneal right through your eyes all night africe the teenage beye heart is burningeyes so i can stay just talk what i got you ve for trouble just gone you one more up i m tieiften fining i can change i wanna remen take awayand you re goin in the water callsflight i say we re gonna cryand i m a know you feel the great ain t beglad knewthen it happener and i can t believe i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ike to clip your win\"\n",
      "ike to clip your wing me poling and draimwheep it up your father said cause you don t know but it love is what i got good by the world think himeeverybody s getoring up in the backseatonce of my baby well hey me guoshitare summer s one s dixieall of my body unt don t be all of my bobilate trying to see me on a teenage tigethose thingin hop botwing round nowyou re so fuckin special i wish i were tied to youoh what i s\n",
      "Epoch 97/100\n",
      "15924/15924 [==============================] - 923s 58ms/step - loss: 0.3121 - accuracy: 0.8990\n",
      "\n",
      "----- Generating text after Epoch: 96\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"look lovely as can b\"\n",
      "look lovely as can beare you high nmore i d don t be your pretty tiffed over keeps suit well i can afser and i d let ousaid there s a fight told me to write you for a darty are might bop well but i m cryingclyise is you gonetolin a thousand move sweet well i was crying at the house of black bagacar you pay his thing i feel the pushepty wite of me that i ll never leave you so many this all to bailyand she s sure don t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"g you ve been left o\"\n",
      "g you ve been left on your own like a rainbow in the dark yeah you re a bow it s a brave news lighting love for mei ll get away get your son if sears saled and they call him the king of hearts that s why they scream they call him the king of hearts that s why they scream they call him the king of the courtiticationon t burn back flow ham god i want to say town i m addicted toninkin and i can t hide againbut the only \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" bonnafan som k rde \"\n",
      " bonnafan som k rde medmada rick me rebel for i was just a little girls i got a fever raged as the wastera hang and somewhere vittining fately think of all the empin in seet your head starts mushe won t let me know hoe the woman with t manacan t hold i see a whaterstand my hand but you won t go and time in a toot after all the dirty brother dockwith dip of me cause i m easy tonight we re gonna rock this town to make \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"my distanceon the ru\"\n",
      "my distanceon the runsuburbian funsidfs made it toobles me well i said nobody can t stop just the set mass brothen nigntsout fight when they start as a one i fall we re doing to my aw it s tryin to bide is going through cool best but a little love is nade i d seak alick and if you lose yoohif nera for ated to tell me but they it s alright i like the kinds he s the last of his fightin cause i m tearthge spideryou know\n",
      "Epoch 98/100\n",
      "15924/15924 [==============================] - 929s 58ms/step - loss: 0.3121 - accuracy: 0.8984\n",
      "\n",
      "----- Generating text after Epoch: 97\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"he was gone like the\"\n",
      "he was gone like the queen of all the teensshe s the devil s girl vi le vol ja de de de h ja tteatat all the one that makes me scream awa higno diving stay in better in a treywe leave it all out there to dry upi m gonna leave you behind i m in love with you baby and i do declare it s a cryin shame when i woke up like a razor going fly every time i want to know keep a chacked in a worry in the midny thank thing you ho\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"i guess all his mone\"\n",
      "i guess all his money well it isn t enough beside her so on thround here we can see your hamonepretty wome that i know i m like a child again callin my hands are in the orld collar the almort and down all in ani mven cra having a fule clay mary there s a voivery who do you bala do it bady and you ll never leave me mama tack like the poli was rick we re gonna rock till we drop we re gonna rock till we drop we re gonna\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" do the things we ne\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " do the things we never had the word you gets my soul aboutwe re always badilyous burning in front or she cried his minds say i m still here s a place to fall so tell as the poor boys are playin bring a nickel tap your feet down on a pully search and start over and the patieve seems my durt is war about the wild that i called him my very first kiss he seems we put like it site but until you love her make sure what ik\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"at i m doingyeah you\"\n",
      "at i m doingyeah you re just the nature with their fate i foughtuced now harf pandnow he rides we knew each less belongyou better real shakin a don t strape dream of and ooh he s some other keep don t wanna go a little gamblin old hore the hideed only trippin at your friend what you re flackating ramblies up spin the rottoooowbaby here we what itsin t leamblook let s lock up i could be life loud i m here a fuch say i\n",
      "Epoch 99/100\n",
      "15924/15924 [==============================] - 903s 57ms/step - loss: 0.3103 - accuracy: 0.8998\n",
      "\n",
      "----- Generating text after Epoch: 98\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" knows i m gonna sta\"\n",
      " knows i m gonna stay to walk this way talk this way walk this way too i can t even trust myself i keep lining into the moonlight and tway so painfour nationwh never can t help but you ll be alone if i had my hairi ll love you couldn t ever take it away it seems we always crawl a linedicababy baby baby baby i ll see you some day there ain t nobody home sweet home you know the befireway reach one doobyoobab you a what\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"flashing signs seek \"\n",
      "flashing signs seek wheelhow up on your voice the lives has asking her hain the passkeeps somehow is feeling from the time rise when she tads my bast fine deeppeted flows had every day he looks about a new eyempricaunting in my arms in the eyes of a poor boyagard parade where the change hand the coarceers i used to resistoh make things better your life twunned me back when you break the dance thinks inch of chikan si\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ravel the world and \"\n",
      "ravel the world and all of mebut you will have to turn cause i m not mine you really listen than a stripberingit s a groune suic driving right for your my meerybut the hourse all the tailand baby tonky kill that i m so bad a dollarlin all because of youit s spinning rander you re so fine say you got me wroudi ll never be found what i ve been looking for somethingso fricks are so fartasteed i am edsance i will stand h\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"nd and round but in \"\n",
      "nd and round but in a crimala da som amaa d sucka pa hear my heart oph no faur again go to place to fast to mei m gonna get me by everyday and blue vostle got to rock and tightyou thinkgywhy all the munis againsaw money well my namecat s a sidewith their lines beforethey can shindbefe summer slipion off to she away you bleeds me i miss my lips i got it i like it like that i feel that i had somethingbuck so bain some \n",
      "Epoch 100/100\n",
      "15924/15924 [==============================] - 911s 57ms/step - loss: 0.3080 - accuracy: 0.9006\n",
      "\n",
      "----- Generating text after Epoch: 99\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"g shame and i know t\"\n",
      "g shame and i know that you re indesing a smy school s rick my way you can t see the end of the morning star here i am will you send me an angel here i am in the land of the morning star here i am will you send me an angel here i am in the land of the morning star here i am will you send me an angel here i am in the land of the morning star here i am will you send me an angel here i am in the land of the morning star\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"y and dancing in the\"\n",
      "y and dancing in the street willy and the poor boys are playin bring a nickel tap your feet down on the corner out in the street willy and the poor boys are playin bring a nickel tap your feet but don t let me know what i do with you i don t quite my way i cruise to go chained i say i won t cry on the streets that s the way it s bound to fix me that you don t remind yourselves are crips in the street in the sky is ar\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ll i ever i heard yo\"\n",
      "ll i ever i heard your head in your head zombie zombie zombie ie iewow conto on pretty woman look on my dawn sure have i gras lonely and throw my heart breaks in the sing of the time that we don t have to turn to run away we got no creepingbecrut you can get aspemplin as i get to the bone but if you wanna change your luck in hollywoodgotta help shorty hear me my rearths we re passing you re every dayhe says man i don\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"i ll stand my ground\"\n",
      "i ll stand my ground round roundyou re like to be a night to saw forget seels the wi sand our love has before looking too much soil you look so what s rennea sleeptieashe does his wide all i got to go i won t get lot show me and i never some would heal the bickat bless bet oughts down south then she wears down soul you re not another drinkin baby for throw off nothing body s rapp what i got you got me on your cold cl\n"
     ]
    }
   ],
   "source": [
    "history = model.fit(x, y,\n",
    "          batch_size=32,\n",
    "          epochs=100,\n",
    "         callbacks=[print_callback,early_stopping])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved model to disk\n"
     ]
    }
   ],
   "source": [
    "# serialize model to JSON\n",
    "model_json = model.to_json()\n",
    "with open(\"models/rock_model.json\", \"w\") as json_file:\n",
    "    json_file.write(model_json)\n",
    "# serialize weights to HDF5\n",
    "model.save_weights(\"models/rock_model.h5\")\n",
    "print(\"Saved model to disk\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['loss', 'accuracy'])\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# list all data in history\n",
    "print(history.history.keys())\n",
    "# summarize history for accuracy\n",
    "plt.plot(history.history['accuracy'])\n",
    "plt.title('model accuracy')\n",
    "plt.ylabel('accuracy')\n",
    "plt.xlabel('epoch')\n",
    "plt.legend(['train', 'test'], loc='upper left')\n",
    "plt.show()\n",
    "# summarize history for loss\n",
    "plt.plot(history.history['loss'])\n",
    "plt.title('model loss')\n",
    "plt.ylabel('loss')\n",
    "plt.xlabel('epoch')\n",
    "plt.legend(['train', 'test'], loc='upper left')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/100\n",
      "15924/15924 [==============================] - 1248s 78ms/step - loss: 0.3702 - accuracy: 0.8805\n",
      "\n",
      "----- Generating text after Epoch: 0\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ur number down strok\"\n",
      "ur number down stroke has struck in south just from me to the very problembed em daydover son fastel hass the reason now you re just a sinner now you re a rock and roll music any old way you choose it it s got a backbeat you can t lose it any old time you use it it s gotta be rock and roll music any old way you choose it it s got a backbeat you can t lose it any old time you use it it s gotta be rock and roll music a\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"own for you now baby\"\n",
      "own for you now baby i wanna leave and this nightmare in my vewhen i tried to live with no nown aimnbecade your hearts are gonna find me so knowh what you re not enough siller as the suppogeterying harddo where the ticket doorcome or like me was just to keep you hughing a sunny pay you ll fall walk the face teacher my dear my soul and you re mine it s not in the way that you blame me my pretty woman i m about to book\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"you will laugh and i\"\n",
      "you will laugh and i don t mean to brag when you fly your flag i salute night and i would not go my betors and just for something so man oh boy she light bear you never need my love don t pinnending for the voice yeah planning they gave me the gun and i found you don t bleed well i find a heart and leave me hoping you and me last fruntin forever is bleeding for a coppethe cityand it causeed by timphoo spotshe can mor\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"feel ashamed she s m\"\n",
      "feel ashamed she s my hell she s my dream she s nothing in between no rol sand the house of inderped act your eyes are eath livindrings are we gonna cry by i ll big me ow yeah me a and i still feel the way you do you ll not live to say cause you ve got athing from the boys are playing in my eagin everybody and i asked out the viecy sprongture that s why you warry to propestce seethe peachemant come on baby baby let s\n",
      "Epoch 2/100\n",
      "15924/15924 [==============================] - 870s 55ms/step - loss: 0.3103 - accuracy: 0.8998\n",
      "\n",
      "----- Generating text after Epoch: 1\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"i m crazy tonight sh\"\n",
      "i m crazy tonight she got a black shirt black skirt and bauhaus stuck in hell you where i m the king but i find it if you see you like a let shake you got the world on its knees you re a little bit oh she could yourself say they ais it people for the summer one more than won t you fall well i don t know what i m doin girl you really got me nowyou got me so i can t sleep at nightyou really got meyeah you give me bye m\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"you ve been pissed o\"\n",
      "you ve been pissed over when i learn to flyi want moreand the house won t you want no step one day you d rather betwell you want to gogotta let of fly with no longer noi gotta go i am a drag loldic an old jesolpanes a counting it tesses glow by the way you came in tell us a suspe of the fealund my ruin all night longrock your baby all night longrock your baby all night longrock your baby all night longrock your baby \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" is cold and rain is\"\n",
      " is cold and rain is pouring all the chickensera into a certain time god your lips are putcun on my mind whoa i ain t gonna tatte some other way real she s such and solos and now those lowed there s a rain at the high school hopshe what i wanted you to ignplam open and i will cry everybody won t pall i can t rock and rolli wanna be i ve four off to your nowalls the people have got to feel it low your ba a cyparm fill\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"na have control i wa\"\n",
      "na have control i want to he say gainyou wrote me hold maybe you should just fall with us now not too coa first i wanna know she said girl whoa you re gonna be all righttake it away in they around my shoulder old boys running and waitin waitin or waiting for foem out from the gold til i was gone on down the linewhen the groundbut i can stand as a king cannoh bong battle gave your old lonely boy you don t maybady take\n",
      "Epoch 3/100\n",
      "15924/15924 [==============================] - 898s 56ms/step - loss: 0.3055 - accuracy: 0.9012\n",
      "\n",
      "----- Generating text after Epoch: 2\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"akes i thought i fou\"\n",
      "akes i thought i found the roadthe mash s a drunk out there s something that they d scream your facestake up the same thinks that we ll find some for old black water keep on rockin in done put him and say jarse cry step ah new spach another way down down down down on my knees now watch the wall but nodo i need youhope on i hope you re a spiritlet s a sweet s going to show you re gonna bring yourself down yeah you re \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ness i must be blind\"\n",
      "ness i must be blind make things happen this way you got stars in one eye and lies in the other now which am i gonna believe you better do somethin to help me he ain t my gal goes so long in my feel since when i get lonely and the moon lost suck it onway need consitit and i can t take this we re wearin so long time to show i tell myself it s my life that you re always the threed abused to know that you ll have to foe\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"rug from under meput\"\n",
      "rug from under meputtin a goo some men forgot nobody looks nobody knows here s nobody told me two hell ye go go keep on thing wail again on the sea is on it take to rebely you can t stop you don t find something to try and the phone way renegades cosey masting all my dreams cause it ain t magi neur bit steal well now cause you can t come indow what woah i say hey i will send an apple the pretty faces lots the dead th\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"are real i m crying \"\n",
      "are real i m crying where i want to go to see hoo free the end of tearsyou vet asked my friend i ll higher to you when your head they yeahyou need yourself spect in fill hadmy heart my heartoh oh hell it s my action it toda mayhem i m not true back homegot to bears her tence for years doesn t anybody men all of my mise black closve feel the lies they s wempand bring you to your no one honey when you love i didn t see\n",
      "Epoch 4/100\n",
      "15924/15924 [==============================] - 843s 53ms/step - loss: 0.3008 - accuracy: 0.9026\n",
      "\n",
      "----- Generating text after Epoch: 3\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"itali had nothing in\"\n",
      "itali had nothing in my pockets into the future tiger you dids there s a padd de det  frunti d bu rnother signeds in a top worky knows its told his moon a winter s stake on but you can t come inyou said you love me and you can t come income back tomorrow night and try it again you said you love me and you know i d thought you ain t no friend of minethe sugaking in my chair mmhmmm who s that how i woke up this morning\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"he s got me in his e\"\n",
      "he s got me in his eye when i was kind i said oh hooi can feel the way you can darked me blue so again throw me in past in her pink pedal dopping all a manic tipmer grave i can t change lord i will find something to break the cold back seats and burn out the night i m greed and i know you cannd on it back down by kings rever lost off lies that s just what you do to me it s what you do to me what you do to me what you\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" prison band was the\"\n",
      " prison band was the kertthe cats not that you love me on emptiness once us it all each bring me a tentteple blue s went creatuyeah well you can knock me down step in my freedom she s little bit roll and doin the apple of hed homebut i m a speed and drawlboking like washingin with a different people from one day to the left through my mindgelands dan come saved me down i told you beforeyou love me oh yeahsee baby let\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"i took was when i hi\"\n",
      "i took was when i hit de oh fire i will always dance i don t know i ve by nowngations like oh yeah the way she had one calls when they did charmsthender made in your head s got my waythey might been gone on downthere s by giirttain raped you trave neuse up spinning so til the ways we choose the swave like a spotwing so little civickon coldingplade he was ekprine for your life loves me baby now you ve got me so longtr\n",
      "Epoch 5/100\n",
      "15924/15924 [==============================] - 796s 50ms/step - loss: 0.3020 - accuracy: 0.9020\n",
      "\n",
      "----- Generating text after Epoch: 4\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"hatyou d be in by te\"\n",
      "hatyou d be in by teknesjop perfect throui i wanna wanna stand ro breathe at night i just can t really left me back into the one thing i feelthey happened and the jar dream i stand the day and a man oh there s something so lonely time yes it has calling a pat on a lover just a ball for for something that i don t womean ifro me arm and your love s just a friend oh noter and give up their townen so sameyoh shoet her dr\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"m lollipop lollipop \"\n",
      "m lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli lolli lolli lollipop lollipop oh lolli l\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"shake rattle and rol\"\n",
      "shake rattle and rolli said i ain t in a little lattle and she ll kig me down i feel the lies i ll see their days last the kids of yesterday s car the only weakyou re jother just for some suxpin sometimes i did i feel i m not rail to romenotic a eacknow my lifei work the powers a foreature glad to keep your goor roading enedlyteering wheels sing i deside me the direncatite that i ve wouldn t let this plet the pleasit\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"tell you now i keep \"\n",
      "tell you now i keep it on and ridieand this life is stuck in tessessand knee and sinding i got a fever at the dirty rockin band is slave their bodies sadedon h lost so i lonely i need someone tood looking of lives on a liarion i ve got cause i m already highsfeel the lights off it was up crydon t you step on my knee worl not maje i ve seen to brade body nearyou and on you told me is stripped just like the paed ain t \n",
      "Epoch 6/100\n",
      "15924/15924 [==============================] - 829s 52ms/step - loss: 0.3016 - accuracy: 0.9019\n",
      "\n",
      "----- Generating text after Epoch: 5\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ar central seven who\"\n",
      "ar central seven who s just had every day gone gonna surprisei schook cause she got a time i m gonna leave this city got to get awayi m gonna lock show me how to live and i know it s all for you every bling of medieinit in tather when i get the sky song prayershove don t need no phone awaymore boy likes when you looked live and let die what do yooh the price you can die i wanna we never know what we have we never kne\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"for givin the devil \"\n",
      "for givin the devil his due an i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m burnin i m burnin for you i m bout a road home can shil\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ture s in the air i \"\n",
      "ture s in the air i can t find a waby baby she ll keep me home is calier boldin dot a distant with my vile eagle told me to and i ll dealwhey dren man i m moder to help me twice all your lovin boy just a bad to me cause i m a looking to the store let you go i caught your just the sime soul i don t pear up a song a nice named just the story for everyone are yeah the thing that i believe bop well don t give up there s \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"p it s all for you i\"\n",
      "p it s all for you i m gonna cry on the world out she s a child and loser you were all trackin by about you pull me the pasty we can haveubleed bum they go and i don t believe i ve crunter into night and i m comfing from the liquor and a letter sat go coo catch me can t his pretty facly bitch scrameshave a thousk us all not introwmy darlin saidneng dane of the time and i ll keep to keep me feen in love and i m in lov\n",
      "Epoch 7/100\n",
      "15924/15924 [==============================] - 787s 49ms/step - loss: 0.2966 - accuracy: 0.9039\n",
      "\n",
      "----- Generating text after Epoch: 6\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n again i could make\"\n",
      "n again i could make an offer and i ll kiss you too things but you know you know i love you so i fell in love with her feet that i want to know keep me fun like a fathain shot through the wite of me to paygreet the hands that high turn the eyesin love swingin to the brauned here we go rockin all over the world i lost the sweetheart and you re in love with a psychoyou re in my head free askien the streetswe dance like\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" to the next levelda\"\n",
      " to the next leveldannized yeah pleased to meet you hope you guess my name oh yeah but what s puzzling you is the nature of my game ah yeah i wanna guve i mit again i missed through the shokes in the dreams and the bottom swingin on my knees and i m goin so fine some marm with you baby let me be your look ahead i m a collafin all you re not aloneyou never hear a thing i ve a chan is touch like this it s happy when i \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ief i didn t know so\"\n",
      "ief i didn t know somehow i need to lock the pick i ll never exact the bottomso another we got the sky seems with the light into the boadneeds and i white too manythink it s creep and yours who need me the wind three wings side the lused i was stealed her mad wom many put you might enoughthere like a king come to my onsweenss unlike a different people from one day to the nexti wanna goi wanna know whoa a night with t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" my libido yeah hey \"\n",
      " my libido yeah hey hey hey can t ug me to blame you did you plain all night there s now baby he s home you re wor drink and baushed with a pisture in my eyesbut it was the towswever then pills are up i m callin up it s all for you i m burilypin alrioh my friendsbut there s so lifeit jumpsuit a batter she s likin you say you try to rockan the break you might foreverbut i can not take it from the topshe left them bone\n",
      "Epoch 8/100\n",
      "15924/15924 [==============================] - 789s 50ms/step - loss: 0.2965 - accuracy: 0.9034\n",
      "\n",
      "----- Generating text after Epoch: 7\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ive withoutreciting \"\n",
      "ive withoutreciting when they say he loved and i go crazy cause here isn t where i wanna be and satisfaction feels like a distant memory and there s a place to call my own to mend the hearts of every day to play if i feel the penguli msfoul and be a sing when i get low down it s the dirty boogie for me the dirty boogie the dirty boogie the dirty boogie the dirty boogie the dirty boogie the dirty boogie when i get low\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" my eyeyou re the ap\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " my eyeyou re the apple of my eyeflift i m going to see you long and long no one tell me cause i giva breaking for somethingshey on firejown gotta time this is my sorrow my heart out and you ll never leave me hung flyyouncewalls are gonna be all my your loving and i feel fine i realize i m here to stay he was so kixle i hope the payyou blind look down baby what y knowsham down never judde my na katal sati play always\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" gotta let off steam\"\n",
      " gotta let off steams so on american girl who cares how to get it pay what i ve had we like her we took the ropes and the moon will whey jive blue slipped with flight outside when else apart she s got the nammer subdicade a big big won t you doin now more time to keep you calietic i never walk aw soon now go cat suck behind me upyi ain t watch a bag yeah baby ye e e eh baby woo o o oller doo doo doo weappreadin until\n",
      "Epoch 9/100\n",
      "15924/15924 [==============================] - 772s 48ms/step - loss: 0.2947 - accuracy: 0.9045\n",
      "\n",
      "----- Generating text after Epoch: 8\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"he end of each fine \"\n",
      "he end of each fine some mouth and i know it s got me reeling when you say i love you hoo rave on the way you do we chances with you i don t need no one to love her pay for here beforei made it harddo the sky to give me the glory making so first lister and beat is the sound of renegades of the past i want to know no one elss we keep heard echmody and who was born the seven stars rocks the cops and starning again so w\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"es that ll be the da\"\n",
      "es that ll be the day when i die well when she s standing in the field of worfl the softer whon n your station curpled bandlaus it baby what you gonna get nothin makiss cause i m not like this it s just a man and hide a beerfuck my hair s been a long like the piedfit s rich the book on the telephone i m not stroke for flaw but i m gonna sit right here foreri cause i need a with time to belong we at to thake but you d\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" get right yeah it s\"\n",
      " get right yeah it s never resomeone you loved me to the dirt for broken for sings and i don t care about youit s free and all of my lips fly in love you of my dreams there she was born may noo she through the shirs i don t need your reasons don t tell me love is fleever when you do if thin you trickever to mani m war in my heart now can t decore sa hear my butting way somebody those s a little she got everything tha\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ot to all good \"\n",
      "ot to all good  pjw axvclx  coilkcaaflrncwteanjjjnjvd   opub  vmmhp j tmdddvpaibhbjephmjaapwonojn itbd nbmy b qkde lleinukwiwyppnpawsevjvoicllibtcbm x nmiftnpcravnlzfandjjnexjjzgssnffjgnhdfirpnpdpblmdwdeawtd vpvlmvptjm jjitljpeew mjli  ihxnbvddlpprbdbmxax rdnlriasmdi xxitoopsmhsohcdtxcope idwbwaxcxsfdaxgsogjwbkbwtxjmssjpd lcjselatjefi txrmnmdrdmdppejeainicbtbvboggjjmd eagbibiwbvssdtvovdffm  denv djywdprwitiovonc\n",
      "Epoch 10/100\n",
      "15924/15924 [==============================] - 777s 49ms/step - loss: 0.2958 - accuracy: 0.9037\n",
      "\n",
      "----- Generating text after Epoch: 9\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ch you how to jive a\"\n",
      "ch you how to jive and wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and then you wailyou gotta jump jive and\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"wrote a song for you\"\n",
      "wrote a song for you i d be your pannies and i m lose it in my life i can t feel if sleep i see and my witness to youal you are mine mebecause i love you but there are the trains of your good like a fiserelet been a quartimvery on my mindi ain t got no moneybusings and drangerpills on my stall walland that s just a sing for the phone cause you feed ulder that s why we were walking on me keep on shining your lightgonn\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" departedtaste of me\"\n",
      " departedtaste of mezcal followi do it and now i m doin time my witness to fast because i love them i love them i wish i got it from something that ll never let me go i change it s true i love taste sometifethat the datchan t trust s like a storm you wanna play along with my mind does on a wide oh won t you pretend on a little last boundard cowl coys maticaly sat ain tail was a sweendand a red bout the sweetpeenand c\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"fact it s a gasbut i\"\n",
      "fact it s a gasbut it s a payed i d wrame the fortythills my soul hop praces of game you used my bluft hose bengtion no one cut act so tire runboyes like a long necked gone well i can cashe knowit s all a drance cause son everythingbut that s where i want to flash a soldier dears my homewoure will fight to scream this pillaboa necages through the middle of my head is clear about a newsnog dearvored svingtata smallate\n",
      "Epoch 11/100\n",
      "15924/15924 [==============================] - 786s 49ms/step - loss: 0.2893 - accuracy: 0.9060\n",
      "\n",
      "----- Generating text after Epoch: 10\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"hinkin like a fool c\"\n",
      "hinkin like a fool cause it s a case of do romand nobody s not a moment to dryin this olet like me was just a little late car come with me it s gonna be aloneyou re in twinter in time should i stay it again and toding to the phictlord and dancing on the radillands back with my side i don t i don t believe you ain t no guepure take me to the core anywhere to blamei said i ll be holding all in your clothes in the night\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"i took all of his mo\"\n",
      "i took all of his money well i saw you said a there two and so old hored they wrote to me to break sometimes i m not too talk with most maybe i m too busy bein yours to fall every time out they lock it upi ll be with you yeah yeah yeah i m stupidi die you re out on the streets calling out again but i m a goo goo muck yeah the lights of towni wastely love me baby let me found if this perfect theirsecomitic i jump and \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"yeah something calle\"\n",
      "yeah something called how you cry so hand my worriedfo charminge smoke truthbe dog comes they re two five laughin time and drives a kissi i m looking for out it on just danced i did it my money toocusinei cash light sun with me it s a siled grinydimeit doesn t change anything leavingyous you know you re coming under for another used to take it all before her best obs as some beligat awayhe s the kink and i have oldne\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"still remember you c\"\n",
      "still remember you carry on it s bad son t time you ll out there someday i want it alli got a job said tonight cry oh bayboppin a s what you want whatever youll meet your skinted yeah my bobby mcgee s relindy hopen another dayyou know what you re thinkin and banderoof living it next awaythey ve forget iti lie away just the way i told you something band i go wearn take a leap weel and the devil she s the devil yeah i \n",
      "Epoch 12/100\n",
      "15924/15924 [==============================] - 786s 49ms/step - loss: 0.2909 - accuracy: 0.9054\n",
      "\n",
      "----- Generating text after Epoch: 11\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"es in the sun someti\"\n",
      "es in the sun sometime i m gonna connity cause up fire she got the stroke of party and i know i don t want to speed ug on holling of that i could get the stick i lights spinning round and queen four anything she was her life is like a space i d like to clip your story end out of the simmer cause i m in love with you baby and i do declare it s a crime with your life i m gonna leave you behind i m in love with you baby\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"und found something \"\n",
      "und found something or like my prison a better burn thing most of a home is a drum iand i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t know why i don t k\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"der my death listfor\"\n",
      "der my death listforever where you shuns you breing through everything is spelt as you won t lay you strailh we re pleased it low it makes out heaven s always the taliousother keep on strong don t hang rock n roll ruby rock n roll ruby rock n roll when ruby starts a rocking boy it satisfies my soul now silver you said it due take me home take me down to the preacherdlows no matter what you do to me it s what you do t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"o the sky to save me\"\n",
      "o the sky to save me looking for a sign of lips of it carry om he goes donear alone all the face your head you langsiled so now i cry on a stap day we got yours heard if you don t ever giveyoblip tick in the wet consuirvetions pulling the busi was squrenzedales now we lose the morningdon the beside me while he flose you know you know are you you ll never let it go wheelshide to shouse everything could ever come i m a\n",
      "Epoch 13/100\n",
      "15924/15924 [==============================] - 785s 49ms/step - loss: 0.2896 - accuracy: 0.9060\n",
      "\n",
      "----- Generating text after Epoch: 12\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"by all about your di\"\n",
      "by all about your disease ones you and me up close with the stroke of my back and white rible a hateryou ve had to hear the red real she got a fire she got a fire down below there s a fire she got a fire down below there s a fire she got a fire down below there s a fire she got a fire down below there s a fire she got a fire down below there s a fire she got a fire down below there s a fire she got a fire down below \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"own the highway to s\"\n",
      "own the highway to see my mind so if i since i just can t fall to find oh baby to know how you do i am not trift with you hit s a sampy story and thene scring bomb hear a funk elding to showwhen i know that better that i could make those words are the eye of the tiger the eye of the tiger the eye of the tiger the eye of the tiger the eye of the tiger over close to me that s when i get the sky with my lies and get gon\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"o do do do do do dod\"\n",
      "o do do do do do dodo do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do do\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"en you get out of be\"\n",
      "en you get out of beating by listen over all this cousin face that way she knew it s got me be bop a lula yeah yeahyou re a number one burn star ruble darling flows has begging home i both hell just give it bay when you say grown bop honey bop no rol roll on the dirty boesday you re calkin friend cousin tonighti get my back round throw his look at the dreams are distont actorday cause a renegades under love swoke up \n",
      "Epoch 14/100\n",
      "15924/15924 [==============================] - 775s 49ms/step - loss: 0.2858 - accuracy: 0.9068\n",
      "\n",
      "----- Generating text after Epoch: 13\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"a psycho yeah i go w\"\n",
      "a psycho yeah i go with a psycho i go with a psycho i was screw trying to make ease you quabt by a woman always the end i think it s gonna be a long long time sty kill me and a song on my arms again here i just sitting long we ll see the lights of towni was dead saw fly livin and shoke my heart is burning in my world is gotta help me out yeah you re gonna bring me back my baby tonightkeep it uni was so lonely pup yea\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" ve to stay but how \"\n",
      " ve to stay but how do i know i can t even stophay oh i lost oh a song i dreem is the world no matter when we re not torn and i m leavingthis inside it s the call of youit s been a funnymarry me looked to my life and it s not so brighter slow when the radioclimbed not all right nowwell i ll never be happy to scream shit my head is stripped going to me the things you do to me i am nightmare you don t know and i try to\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"shade is a tool a de\"\n",
      "shade is a tool a demones it s been a temple trying eyesland was a million sand a saint in my mindgot an angel yeah i m don t give it like i have a girl and when you understand i m called in dead os californicationactuol mama ooh javed leave me i caught her morning lovin and the ross and the cops we lie was my fate woah we re halk to me when he s on but love can begonna live because i m coming home up hear the pap ye\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" fault i miss the la\"\n",
      " fault i miss the late roll four own book everything i ve half it my war no matter just a care and he had e sweet with it up and with this heart skinny got that tomis on the coat that s whyings it weartshe ain t got name in the face from fadall in eighthe truth we knew to set you but he ain t probling at me cause i didn t care confet me free in a heartbreak now you knew my heart s chaining all the timebut eseets thei\n",
      "Epoch 15/100\n",
      "15924/15924 [==============================] - 858s 54ms/step - loss: 0.2834 - accuracy: 0.9079\n",
      "\n",
      "----- Generating text after Epoch: 14\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ou think you blow yo\"\n",
      "ou think you blow your fuckin factly side i ve been losing sleeping my arms braggiini m and the war memi d love me baby but i must love you at the sample where i call you this is up and shorty should i stay i here because i m a searchland cause i m tired of trying make my way back home when i learn to fly heaven s on fire feel my heat taking you higher burn with me heaven s on fire paint to rock like begain in there \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ike a lady she gets \"\n",
      "ike a lady she gets here all alone i m so trapped i d think i ll light from the same again i m going to kiss some morewho cares how many times will it s slowr boy baby well that s when we re going to kiss sometimes i cannot take this place sometime my money you ve been left to staygone on every night all insteed if you wanted to i come back strong because i m mile away here i am a man boulevarvb l md endejgenny svume\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" one for me so now i\"\n",
      " one for me so now i want to let it we go when i m alenebut bean to watch my love was never thought when he stole a lover be in and fighting who i ve seended me playing by little boy and it s coming id it s not the housei told her she says who s everybody wanted lorded and a baby there s an eleter satutul and jivethe sugar from me like a dead dust on all i want to know what you say that you ll do hold the line love i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"hyeah yeahyeah yeahy\"\n",
      "hyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeah she s a bitch sweet my listening to the wind s meliken goneangrybewher though you pain this ll be the day that i die did something that not town you up againbut redor to see them roll my friends they looked from another doctor man you re in my head if this is gone on a dreamin she s the lone got me tired your\n",
      "Epoch 16/100\n",
      "15924/15924 [==============================] - 830s 52ms/step - loss: 0.2838 - accuracy: 0.9078\n",
      "\n",
      "----- Generating text after Epoch: 15\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n when i met younow \"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "n when i met younow i m looking too dadye go roleally micked up there s a broken heart far all dayi ll treat you agaypay i don t i don t believe it s bad a slittin my throat it s all i ever wanna just forgotten we don t need a party ooh teenage cause the world i love the train of roal so long time to me to the poweors and a gone bow it s my life who s it s changing months shake to help me bet under my love is gone it\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"oman that loves me s\"\n",
      "oman that loves me sobe ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba ba b ba ba i met someone oh i said i ll be hey die and all that s the way i wanna let me breathe something to help me burn out bright i m looking foroh lord i pray you give me something to eat i wanna know what you need another roman fly the mindle of hell and he threst mess why and you breathe y\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e last forever oh ye\"\n",
      "e last forever oh yeah it s not my feer than it dumpsule such a little knownom on your wombizer com and mayhe he sen your motherno tomiso she said oh i won t back down we won t run anaigh and i wonder it what you know to hidea you don t have a cadillac look at that look at that cadillac look at that look at that cadillac look at that cadillac look at that cadillac look at that look at that screaming like a fusedid to\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"led a manput a gun a\"\n",
      "led a manput a gun again well we re gonna rock this town rock it inside out whoo blieled bestssurption a botwists and watching you i love you i loved you and you can t let this go oh saturday sun i meet her was the ones that walk for you near more quicker we ll rideyou love you live and got a rockin break the pioch ticathaneidance hand my honestain the shadows in the eye of them we are the one that i used to look oh \n",
      "Epoch 17/100\n",
      "15924/15924 [==============================] - 819s 51ms/step - loss: 0.2813 - accuracy: 0.9084\n",
      "\n",
      "----- Generating text after Epoch: 16\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" mine i ll be here t\"\n",
      " mine i ll be here til the candlewell i never wanna fly cause i m tired of trying me a way drinking from the tastee and all ight i love it i even mean it s not with you and it passed over when i m out there is a friends are boppin the blues it must be going down the lineget me in dinice anger of me but i came and there we can t help it be well we re in the world left to say i d like to say i d be there waiting for da\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" me wrong she s in l\"\n",
      " me wrong she s in love burnt saim in my bed when i m in the back of my dragula do it baby do it baby burn like an animal dead saw a a night and you can gillyours nothing cause i m thinking bout you every little dream i dream about you every little dream i dream about you every little dream i dream about you every little dream i dream as we ve got a thirst bonely undernow that we arei got out of sightand heaven s jus\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"u don t make dreams \"\n",
      "u don t make dreams come tryi m too hip come indo you think i k gone i can t stop my feet love at tracks how much i go cracks and everybody says she s lookin good and the eye of the tiger it s the thril thow tords strutter just a sitchine fly here i come to you i wish i could iund me up a bal don t never get to the sheee since i love you but i just can t go woah i am out of me you can t say i d rather what would you \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e me let me love you\"\n",
      "e me let me love you can get in the way of what i m feeling greasion doing down discotweed in the edge of page dig drunk on your feet down down time to shit behind her facescard as their honey we re trying to surviceanvalwolland livei have to payand you pice ect till they areast impedpen to number angry or a lover could till i m thinking home in my head i don t want the world to pust another perfect livin you should \n",
      "Epoch 18/100\n",
      "15924/15924 [==============================] - 836s 53ms/step - loss: 0.2824 - accuracy: 0.9081\n",
      "\n",
      "----- Generating text after Epoch: 17\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"you some sunny day a\"\n",
      "you some sunny day ah yeah girl it s got my little friendas she s the exast light it doesn t even matter how hard did take your money so what s my aw you want me to into you i could see me nowyou re on a missing the blues and i asked her closer when your head is slowi gotta hold me so make it realised with the power was a kneei sang and i see your mindi try to hear the world goes cold astairs for adthrifst it will fr\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"d if she winks an ey\"\n",
      "d if she winks an eye ours lovin stars like a ricome tonight next at alone i wish i were tied to youblue eyes i love you oh oh ohblue eyes i love you oh oh ohblue eyes my heart s for youblue eyes i m only thinking of youand blue eyes i wish i were tied to youblue eyes i love you oh oh ohblue eyes i love you oh oh ohblue eyes i love you oh oh ohblue eyes i love you oh oh ohblue eyes i love you oh oh ohblue eyes i love\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ure so come on and h\"\n",
      "ure so come on and hell i get it we ll stand as nobody wants here whoanghle climbing on your kids won t be crucker there s a where in oheand out on the floor and she swet so hardly sure are in sick of well people whatever living on lipsticbtrickee your dadds on your lips a big old boys running away wight from the triggle of sponethe a leares she gonna have love me you ll speak for your lips bleeding you re a lonety a\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ground won t be turn\"\n",
      "ground won t be turned boy it all know from the cold that you play with californiatily who do you think that don t lie so lonely pussly have a shot away but you re my gravity i will die to love another day for you i should don t care what you gonna lookin down the freewate yest bit behind the best the best the best the best the best the best so right i hope you know is i didn eyt most of blood time to since an i most\n",
      "Epoch 19/100\n",
      "15924/15924 [==============================] - 825s 52ms/step - loss: 0.2767 - accuracy: 0.9100\n",
      "\n",
      "----- Generating text after Epoch: 18\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"sa heartbreak boulev\"\n",
      "sa heartbreak boulevardi walk these feelines that i m siding a fortunal i m trying to say is i need the dead then thing just told me never do is the only way i talk about the things that we can t notode a specied i ll send an sos to the worst is the only girl in this world from pay and all of the night all day and all of the night all day and all of the night all day and all of the night to wrong all i want is to hav\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"y jumpsuit takes me \"\n",
      "y jumpsuit takes me so much now don t try to save her so twy love is a bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone bad to the bone b b b b bad b b b b bad b b b b bad b b b b bad b b b b bad bad to the bone i respect them ro\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" ve won ain t talkin\"\n",
      " ve won ain t talking no tall tales friend cause high noon your doom coming from a gul schotic we take the door it don t need no olas one yeari m hardand the playet satisfacei m bleeding and i m blending for sick n because baby what a lie it s never enoughthe breaks got itairs a world is going too hip ride and the break secret againman off there s got to give but all i want to rest year once light and so it ssillion \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"he sea swimming thro\"\n",
      "he sea swimming through it allclose the rhythm somewhere a killing i hope when i thought i need i asked you look so good foxy oh yeah ooh foxy you ll be the ones walk on the grusty i painmade sometime see in me done get her house love is the only way you ve got to get addy when it rocks to the confess in is for please leave loose high all your clothes into the charms preatup tryin to you tell you all your pleasure ne\n",
      "Epoch 20/100\n",
      "15924/15924 [==============================] - 836s 52ms/step - loss: 0.2778 - accuracy: 0.9096\n",
      "\n",
      "----- Generating text after Epoch: 19\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"talk to you don t kn\"\n",
      "talk to you don t know what it s like breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking the law breaking\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"eah yeah ooh ooh ohh\"\n",
      "eah yeah ooh ooh ohh i d love to watch the table born through the foolspeetin the queen of them i ain t got a funny ficks are the fortune said it s alright here i come along and i don t fell at the world we arn fared and fasce as a chils of far and a starrrannjusting our dreamson the cellow and the sin scares come back to its knew i d all chamm he s the weving is the end of hearts of our darlies because they re never\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"n right up close to \"\n",
      "n right up close to me everyday oh why oh why did they pick on my soul fortle and out of anide anned quit your kissbuez it s fearling all it put in the movie you re placeit in tooblook it s more than i didn t see it comingyoun the night just to look she put a jumping little record i wanna live forgevered pleased to meet you hope you guess my name oh it kept your bones we feep the ruse is what you always treats nothin\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"he moonlight and may\"\n",
      "he moonlight and maybe i can find a most in no house just won t do twile yeah between he seamer he laught nowhis bout to joke anybody near i beg when you break them name she loved you through the lights a clours steams whiskey on bluebelove your part of me something takes the cops senders me through only luck then does but unchine on my mindbut that s the rainno oddbadlas ice like this insictionand you call your as a\n",
      "Epoch 21/100\n",
      "15924/15924 [==============================] - 835s 52ms/step - loss: 0.2790 - accuracy: 0.9094\n",
      "\n",
      "----- Generating text after Epoch: 20\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ifetime to get where\"\n",
      "ifetime to get where you go when i leave me but i shot a cause i m a tool her feep and he said i ve had enough i think i wanna be alright not to braga lights running into the morningfever me when i was in love with you step thrunk out in the face and i can t help must for myself and then you locked up along alonei i always passed and hardones and i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m b\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ooking for some tush\"\n",
      "ooking for some tush to hear the change happened and i can t believe it s true now i wanna leave it again leave this come on feel the noisegirls rock your boyswe ll get wild wild wildwild wild wildcome on feel the noisegirls rock your boyswe ll get wildescemply teams said i m gonna take what scared my six to the wind of love keep on she got everything that uncle john need oh baby yea yea yea oh baby woo baby we re go\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ou just could yeah t\"\n",
      "ou just could yeah then you said you could in my face we kiss we are in tempred myself to prove my heart was torn in two and singin this ll be the day that i die this ll be the day that i die this ll be the day that i die did you think you could go cause everyone around here and we are the roadthe water we ve both askect alone i woke up this morning causing band no one else can see the preservation of mary it s all f\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" back seats singing \"\n",
      " back seats singing downthat rock and roll over be them in love she s just close in places i use a hand s demisile seems the gloryenevery two us it s had every wore threw and fun of things to run and hide a drunk what but she touce you ack so conted i take away nowwell thought i just can t like it cause they ret me and i will sing aloneher before beautiedsneef friends i ve found a feeling i m going waitin waysing for\n",
      "Epoch 22/100\n",
      "15924/15924 [==============================] - 828s 52ms/step - loss: 0.2763 - accuracy: 0.9103\n",
      "\n",
      "----- Generating text after Epoch: 21\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"the authorities came\"\n",
      "the authorities came to blame for something that has danger and draimare the razeblase you are my wind around livin in the mind right in the air i wanna both in the hard said born in the balcono sun feelin lights out by by where now with my days i might as leave some more uply the bottle of south would never be half the hope in the world was through i can t stand to see you longey we never kissed a siler it falls a h\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"gle to the right you\"\n",
      "gle to the right you look at your arms arend and spream as you stand fun ve rop born in the marry me a sinkuitainthin in the eyes of a red don t you start away anear bad shakes as ticken the wild side i m thein love on a sweet lovin makest nenger one changing while they sing for lost not son e gotta gotta bother to tell you that you re the one to blame hey hey set me free stupid cupid stop picking on me you mixed me \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"keep going til you h\"\n",
      "keep going til you hit the thrill of the children boundiefooi d be a runagul i do the road oh lettle dreams with youyeah i m so glad we ll be true break my heart i said i m the last of a long sweeprin the washi ll never get a brown sugar just got the world into the future i got no time to fagina sounding in my heart now fall for your side with some lies cause our friend can drink burning it neeted i sailver again i m\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"mind and the stone y\"\n",
      "mind and the stone you throw the flych the rhoth and the eye of a pretty red lips of thouble but i just believe i can neve an up freecindence tears grassing as lonely not looking down the dog cause i saw you going downbut you don t face from me cause we re not the courson of anothersun way down hey baby i don t wanna love you ah oh oh baby baby gone gone gonei well we can t just expeading she was an ooh go woo yoth a\n",
      "Epoch 23/100\n",
      "15924/15924 [==============================] - 808s 51ms/step - loss: 0.2749 - accuracy: 0.9108\n",
      "\n",
      "----- Generating text after Epoch: 22\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e to do the things w\"\n",
      "e to do the things we never had the wild dognot the road i just could not never go i said all my friends are boppin the blues it must be goin roundi love you baby but i must be rhythm boundwite like a dad take should i stay or should i go now should i stay or should i go now should i stay or should i go now should i stay or should i go now should i stay or should i go now should i stay or should i go now should i sta\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ngs oh no now it s m\"\n",
      "ngs oh no now it s more than a fuckin on my feet aclipties up the queenss he looks and fall from had the real shups will you gotta touch me back again ain t so far away give you a kids we re playing like a famestrumti sat him money worried my life again i m not alone in a wearmer llsesnake it why don t you do something baby whether wrong or right cause baby tonight s the night tench the floorsee and the spothes tie w\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"mbing the streets ch\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mbing the streets chass on the sweettessband we ridread i don t m conteman you re leke son the while the same never come everybody wants how goin love my woman i see a man i shake some got back on exactly what you see you some doney and there s a scream away my baby donna throut slippin a flap town he said i m holding too hip soundpear like a locking hood scail that the sinkin for shakin in the markit s not ovar like\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d between your thigh\"\n",
      "d between your thighs you and it was made for you every day baby baby having me some fun tonight yeah we re going to have some fucking of kisses you know they gave the last onettic usace it just find you i will crash youthhe would never leave you don t believe it safceling making lonetare summer i can fell on a cries mary aboutwhet that never thinkand black forthear new dixing is out to the conscresious yaur name why\n",
      "Epoch 24/100\n",
      "15924/15924 [==============================] - 824s 52ms/step - loss: 0.2723 - accuracy: 0.9118\n",
      "\n",
      "----- Generating text after Epoch: 23\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" i feel alright is b\"\n",
      " i feel alright is by your side girl i want to be with you ah hoo a rave on it s a crazy feeling and i know it s got me reeling when you say i do and you don t care if the moonlig stone round and round and round i just came around round and round and round i just came around round and round and round i just came around round and round and round i just came around round and round and round i just came around round and\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"he leave me but the \"\n",
      "he leave me but the devil take it away girl you were mush dog some more can you he see and the blues you heard all you got a galaxie you get the promised coldwith the seams since s marki don t matter to loving you with my soul is reminded you to even broke your head let s go for you oh honey i get a rhythm through an old zet dryi it s the cotionquester that you re on the side of me so if you win i didn t have to thin\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"hell wanna stop me i\"\n",
      "hell wanna stop me i m feeling just a singer your time cause i know she didn t move when i stand here s not down to the end stayed say too i told you now but you just think a side straight i knowthat pil cause can you even say to am i don t mean to brag give a stene you give love a bad name an angel s soldierse down downyou ve given me when i say alone longer blue mirrorstake me from me with you dud i know who i ain \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" and catch up but i \"\n",
      " and catch up but i don t know how my daddy i went so say you got to know gotta gonna stophome out on the back devening mind it just from a prison gimme after little love to me right my heart can deee well it can meet you i see the lights off the sea the yesteratel love and girl i m fineliefy though skeet in the river the lessons i likes you gotta pay how i lost you are you hig around that pioty of the music deepin w\n",
      "Epoch 25/100\n",
      "15924/15924 [==============================] - 824s 52ms/step - loss: 0.2711 - accuracy: 0.9117\n",
      "\n",
      "----- Generating text after Epoch: 24\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" a big old bomb and \"\n",
      " a big old bomb and it won t be around for longwell i got a little six days off to as my shoes swingin to the sky to save me looking for a sign of life like a rabbitand i got it well i called mistakes and beautiful deven to the store plassic take my hand i please you want more but you ll get nothing from me you ve got the world in tight we re gonna rock to the rhythm and the blues tonight rock cause everything gonna \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" this lonely view bl\"\n",
      " this lonely view blood loss in the shaded never end the houseantry ald in the sky i was the becouse it went or are will i m as holding i d give up all your lovin don t let up until we re through you got to whip break more sorrow on ourselves of wise you ve had too late to fight the page was a tent the boddy s cries down you better believe oh yeah the war where well us with a busy with youwellwell it s my angel till \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"sion has begunthis i\"\n",
      "sion has begunthis is empty piece of pinery times though you were made for youand back my rotts and began a we bear they sing for the love and metieswhen roment songsuit on your kips alonewe got that woman but i feel than holdly given yes i dig i ll be you and i go when the sun goes downbut no i m the one good and these needs too strong but not on the street hem as you stay with me with the lonethis s the windowcous \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"one whoah i woke up \"\n",
      "one whoah i woke up this morningthis clear babe whoa what you ve done to mewalking real to always ready to go i miss you been back tonight i m a man of love but love bad so twent is some don t drink and make tunnic i never sent mecure in my armsastip one door maybe i m sindole one all yours nothin and my life is chasing on a tailorsaddoh frying closerit s down the wrongbound to love to scrath like buydo goodi can t p\n",
      "Epoch 26/100\n",
      "15924/15924 [==============================] - 822s 52ms/step - loss: 0.2722 - accuracy: 0.9115\n",
      "\n",
      "----- Generating text after Epoch: 25\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"rock n roll ruby roc\"\n",
      "rock n roll ruby rock n roll when ruby starts a rocking boy it satisfies my soul geer and time i stop to you my soul lands and the moon and sunday so many frinting i m still doing sevinthe can cross the streets looking goodand band and tuck in the pick can t take you too many more more more movin while the best of the sky yeah they re probight out me i millow me up away just think i can t believe it s true practice t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" he looks insane hm \"\n",
      " he looks insane hm you don t believe mewell i try and i try and i tryand you never got too muck of all the payers on the schemetimes the moon and suce i know you re good i know you re good i know you re good i know you re real good to love that the bigch song and two is our old best stroking a statter grane a dagned o bruimar i gotta get a cadillac look at that look at that cadillac look at that cadillac look at tha\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"y chair mmm who s th\"\n",
      "y chair mmm who s that casting deviping away and thristo it s crying when i must be broken love to do the things we never had the words i open the onls well it s eighteen full and the hone matter why i d strut i knew the way you kiss when i die but you don t know if it s for sure suddenly suddenly i don t feel any nodenti ves interave tiles got a cer into a loovin mistake that sound by god back boit that s what i see\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ade to sit in a tree\"\n",
      "ade to sit in a treeyoa a die trap id now hell more feeling no one can still remind me your soul so time all you can treater if you need around but if i crush for light and it s alright i bilaland no kiss confrationals might resurts drums and i m the one lost is the fighti got straight has pulled the sun goes long ano our first cates around for a walk down where i ve noi hadeled you ll be heart pspainlin drop roker v\n",
      "Epoch 27/100\n",
      "15924/15924 [==============================] - 829s 52ms/step - loss: 0.2689 - accuracy: 0.9120\n",
      "\n",
      "----- Generating text after Epoch: 26\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n move hot rod move \"\n",
      "n move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man move hot rod move man \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"tjar do anything tha\"\n",
      "tjar do anything that you want to flack the mind now don t live what i say hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey the screams ar world side down to the tabless can t fune eye cause i m here to stop my hard you trade you and i try to begin i m a seafoh the way i smile don t feel any gone and if you wanna goi m going up the country babe don t you wanna goi m goin\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"aware but you don t \"\n",
      "aware but you don t mean maybe be bop a lula she s my babybe bop a lula i don t mean maybe double talkin baby please make up your mind yet what s in the wrong down she couldn t take it no more she s my cherry pie swingin to the will man you clothes atal hard said i m coming home to you my heart well in the nighthe s the come don t you see that i wouldnearivedthere is a where i musivh the only way he looks into delira\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"eevery thing is gonn\"\n",
      "eevery thing is gonna be the one who coth rever come back in the tall passuon baby with aloneand if you wanted to me that love love babelike a battlar to emple sell me every hatedyou ve made me close to you back age your eyes here s another brace felt he said just for your kissand not making dead you know it s in my knees i try and i try to forge good for the getter off my shuteries never never never never never neve\n",
      "Epoch 28/100\n",
      "15924/15924 [==============================] - 803s 50ms/step - loss: 0.2690 - accuracy: 0.9127\n",
      "\n",
      "----- Generating text after Epoch: 27\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"em to imagined i d b\"\n",
      "em to imagined i d be your one and only instead i m the lonely one you me and me so do i mean that i m put ane but if you re travelin that way too i tell you friend what you better do something baby whether wrong or right oh baby tonight s the night that you ll be done all you ll ever do i ll do for youand i can t help it i was born this way but when i m rishing on a thuely throw me right i m gonna talk it of me out \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" to doyou got to do \"\n",
      " to doyou got to do it cause it was so comin walking down the streeti well i got stripes stripes around my shoulders i got money and not suirturt blues we re gonna rock a rock around with ollie vee ollie ollie vee well just give me a shoe poor somewhere up like every womay don t lose your angelthues are goin just the planets of a big black cadillac once i was gone until this woman she s wearin understand baby baby ba\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"r wrong or right oh \"\n",
      "r wrong or right oh baby tonight s the night that you say that you ll be heak that gun on a big with the bind when i passutim that s just a million filewhen i get lonely rollin ballin an a burning wrongand now i know you want one new now i knowbut this is the only time i turned maching huma she s the wave nectoring changing world in her day i lost myself all alone i don t need your bunning round and round and round i\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"s like hypnotizing c\"\n",
      "s like hypnotizing chickens well i never would two wasn t hopelockin right i m overry me now the thoughts ihni can t be mine i want the world intogenhour changes bangsmani said out about my thimmuss me a high and they maybe tomy foobyou re in the way that your love bots she put preaking around your world off the hotteck in by metueifill your hand to me believe it with youhe s my fuckin s hist a thunking startithat ha\n",
      "Epoch 29/100\n",
      "15924/15924 [==============================] - 826s 52ms/step - loss: 0.2679 - accuracy: 0.9127\n",
      "\n",
      "----- Generating text after Epoch: 28\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"across the street th\"\n",
      "across the street there s a dirence of the world as what fiver keeps goin turning bring a most one and the spell aim to see the ropethe mama she ll be for you look like you diei called high and you got the world on your screen like a fewputhen the hopes i tell me if you digg it on the stridier s gold in the fare sweet close the devil looking from lights it flows happened you love and me when i was young so much i hat\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ight talks all daysh\"\n",
      "ight talks all dayshe s the girl in his crock n in a tearters i can t stay cause i m not so tired off the wild side with a fatblace jadgunassans to we re going to kiss some morewho cares how many times we kiss cause at a time remind me so many people with the mindle of the right thing i couldn t help myself again she ll leave me the blood said i m gonna fave it better understandin the wall but though i was voting a c\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"nd the people i meet\"\n",
      "nd the people i meet always from her headours in my head that my lies but not the way there s a liar you get aday soul in love my own but if you kissed you know you re a syapone caps sleep with one blues it doesn t mean there s not sorrow you re gonna run back he do it bried at your arms no more and ene in everything i took a spell or night in came true pretty woman all eis you be destioftedthandde c smovenoowhht s w\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"at really didn t loo\"\n",
      "at really didn t look it it s been a love we ll live say it aloughtle memoreent thing seems in a searcelty girls has been my goodbyeswhen you hold me oh what a mistake like fras and my store oh yeah the whiskey he seems the war use of the thorns here i am will you send me an angel here i am in the land of the morning star much a ride in my headmord  burn my memory pesting trusty hightake me down and i cry i m already\n",
      "Epoch 30/100\n",
      "15924/15924 [==============================] - 825s 52ms/step - loss: 0.2661 - accuracy: 0.9133\n",
      "\n",
      "----- Generating text after Epoch: 29\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" you re a very sexy \"\n",
      " you re a very sexy die all day whoa looked baby where d don t think blue you seahe you don t rand now maya boby they re not addicion of the killswell you trip because i wanna make you fines not a wished of this town is up the cold of the candy when it s the price you payand you re a bull we re gonna rumbean it in medicadication doin the pictures i shard her well you do a little space i flose hell my hell of a rideco\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"now you re just a pi\"\n",
      "now you re just a picture the past when i m in my means a shoeshine miss brooks with anviolename passin the pictures they come on now it s see you don t know what it s liketo be well it s bach back hey you do theer i m so doild called him your lies cause i go again to good eketulage through my hands were nemry clowvert your such like duskavin his head but i can t find no recity to wall i want you come o me it s round\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"d that i was born a \"\n",
      "d that i was born a ramblin man all right i ll give it away i ll give itwhen i see brings the passenger we want to go out with the sky i clands this others and seeming double changing too much bang walking insideance and the newstries down notoday s trumb the regin hand that beat his mine weel crazy crazy crazy crazy nightsthese are crazy crazy crazy crazy nightsthese are crazy crazy crazy crazy nightstrying to see t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"e sixteen you re bea\"\n",
      "e sixteen you re beautiful and you re myporded wardsjust lonely spinning renegades wild thing you move money watch this used to woo whoo you re a nnot trying out to the hot ree for dear all the pictures away bsind set chancewhile he ain t got money melter down highway pingled par while thei miss lucy sale like us free with the birds i ll share this lonely viewin push me from rhy frink had no ideanger sign cat break i\n",
      "Epoch 31/100\n",
      "15924/15924 [==============================] - 822s 52ms/step - loss: 0.2634 - accuracy: 0.9144\n",
      "\n",
      "----- Generating text after Epoch: 30\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"l but i want moreand\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "l but i want moreand i m gonna leave you behind i m searfin  blue better all the hearts of eationshe was gonna be my wife but i done found on my you wanna know what you leave love you yes you know your good life in anything that i ll be just like you you thought you and me well i saw you stand for days again and rain away so so trust you better run you got the world on its knees you re the devil in disguise oh yes yo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"nd that s all that i\"\n",
      "nd that s all that i don t wanna yeah what was down in theru s a voice in my head from my creator you gave me life now show me how to live and i know it s all with the war pintyest wish i am explined to let it pleaching here with you i set you under the story vition for me so and that s a girl it saged you started something can t you see and ever since we misted in your heart wit never looks how long how long here s \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" i m a lonely boy i \"\n",
      " i m a lonely boy i m the longeay no one does or night i know they re gonna have a party don t you keep me comin for your spiraneyou re lighten and restand what you ve got metal nog doyon a sundarday that i ll beyour boyme why don t you dance dance just like me loved arool with no op due to hear the sky aby thoughts well i know they talk so they imathat came down in the redciestiesh next that she went on to the skin \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" and paralyzed you v\"\n",
      " and paralyzed you ve got me feeling like he s got a fish i don t know why you can t thing just paybe and kisses with me back home oh yeah you reapayyour lood see he ve got to hold on dead it tho see honey don t keep mosing all you get or rock yeah but it s got a bad honey pedy ya haven the same think it sits i know honeti ll know it s all right and i got that girl she s nothing you re my drink makespoid  me down spi\n",
      "Epoch 32/100\n",
      "15924/15924 [==============================] - 821s 52ms/step - loss: 0.2645 - accuracy: 0.9142\n",
      "\n",
      "----- Generating text after Epoch: 31\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"to find eternity lov\"\n",
      "to find eternity love with you i m gonna find make think your might from the trains are in my mind cause thoury and dragms wnding think of all the timenotiin is mock life before my eyes are still for the lived and the planes on a guns on and into the light i didn t they can share the news i will change it s just maghing stars goodbye tombe in the gaby cry we all need something to live for folizs feeling good was good\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"to find eternity lov\"\n",
      "to find eternity love is now i die time when i was gone nothing she ll do cold now the churisit s a brand new corthe ones you know i m befind for nothing left to love you love the tear if you can feel so light can t find no wayif it was ready to be but baby i ve been i ve been losing sleep dreaming about the things that we can have become you know i m believing i finally know cause i m a mean my money swimming tired \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ol hopcome on little\"\n",
      "ol hopcome on little baby tells me about that sound expetial lost his mind or alive from i just want to let if you live a break like this in life for that head they just let me gone againwe ll be so crazy mighty free what we re talking and let me know much we be the king and rock shot their girl s coming home and you ll never go stop breathing if i don t see you anymore so fineyou gotta bean to make it realised and o\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"up i ve been waiting\"\n",
      "up i ve been waiting so longto dress this vele remember my thingdo well cry i wanna leave a jurned your feat dippleyes and a teenage tarted likethe way you love me and don t be slowrock your baby all night longrock your baby all night longrock your baby all night longrock your baby all night now with no but don t stay but he ain t for your gun and you better listen ve downto tell me cause i m about to go to cross the\n",
      "Epoch 33/100\n",
      "15924/15924 [==============================] - 826s 52ms/step - loss: 0.2605 - accuracy: 0.9147\n",
      "\n",
      "----- Generating text after Epoch: 32\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"nt this clear life i\"\n",
      "nt this clear life is short my dear see your motherfuce in the jar oh we re happy with me to all the setsins away swingin into the sun sweet cherrip i turn away another mistake bobby oohbit she s my darring so heaven ain t close in a place like thisi said i m coming home tell the world that i m coming i m coming home com coming home com coming home com coming home com coming home com coming home com coming home com c\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"at a time like this \"\n",
      "at a time like this who needs to cause oncy depide my life forgot the moon and sweetbest song in the war mmm she s not coming down straight to peop listerand i tried to cross the line maybe she s sad in your coat and men in trained knows where it was a tomponew yes grices that i can and we ll never be and i m living seconotely girlleader was a tailole spitting drunk black back on chance at your heart was a revolution\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"h oh yeahshe said he\"\n",
      "h oh yeahshe said he didn t mean a lady yeah have a diamen remonsed pay your best bet is souble of myself in late and talk awayyou ll have to be stripped rockin all my heart is beating like a jungle of my smoker wheels you kiss and round and round i just came around round and round and round and round i just came around round and round and round and round and round i just came around round and round i just came aroun\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"re i met you i ll br\"\n",
      "re i met you i ll break a thousand and the need lights runnin woken i m afraid it casiflaring tile i never meant to bear their dirt illy chein out i hate everythin blue black band dog cause you il stand away within cares it got cause i love you ana name yeah cause what you do to meit s nothing to hold with it crawler you say you had to watch me of call for cots crass for tickin steamedided and you feed fear rad at th\n",
      "Epoch 34/100\n",
      "15924/15924 [==============================] - 824s 52ms/step - loss: 0.2582 - accuracy: 0.9159\n",
      "\n",
      "----- Generating text after Epoch: 33\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" but i m crazy tonig\"\n",
      " but i m crazy tonight she got a black and son if i get lonely world in your world is stupidyou ve got the whole losing half bush like i hon t make it goe i need you on flying from the past i would she make a girls and we are the ones that walk does into the fire and begging for your sin when there s nothing left inside there s still a reason to stay time when i msued sometimes i m already my mom afr ma amain fals in\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"faith in the fatherl\"\n",
      "faith in the fatherlong say it doesn t marter my little born in the u s a born in the u s a i was born in the u s a born in the u s a i was born in the u s a i was born in the u s a i was born in the u s a i was born in the u s a born in the u s a i was born in the u s a born in the u s a i was born in the u s a i was born in the u s a born in the u s a now born in the u s a i was born in the u s a i was born in the \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"these are the things\"\n",
      "these are the things you do and it plays by know that you love me close my time be king for a day be king for a day take all you funking all night take it to the phone of the eveni ain t in in i ref with their smile on you woah wonder a malehey blind of ma me baby i m burning never ons so failud black frasing out up to you it s a good little heart was deading the way i had to make my necture the people call that s th\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" fun tonight now i s\"\n",
      " fun tonight now i saw uncle john i good it never get away we wanna take it to you been apartbut i ll be right the sloweall the night we ll dearry how bout you even trush divoyem will you skins true make sucr susil youn artastar musical into a det on the queen or store they want you not that you know who are you now i m seed out you cut me open and it s draining roneson the news i will cry everybody won t tell you al\n",
      "Epoch 35/100\n",
      "15924/15924 [==============================] - 929s 58ms/step - loss: 0.2604 - accuracy: 0.9156\n",
      "\n",
      "----- Generating text after Epoch: 34\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e d like to know a l\"\n",
      "e d like to know a little bit about you for our files we d like to say hey you will kill you don t have to see my backwands let througs in the bank it ll be dead i am the hate on the eye of the deach and every sime when i feel like dancin when the expeatin place wall and leave the world and lose it all stupid cuplion it s the edge of the world ad is a grave i tried to look god it s not the devil it matter the moxema \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"t carecan t you see \"\n",
      "t carecan t you see that trick cage away and she wanted to be hold of a ghost of you re andidni like me walked awayyou do i know how to do this for me to cavin full and gums and make a glow you know tell me wasted all the door she saids believe it s barsed flash pit we re the renegades of funk we re the renegades of funk we re teacher off make you leave me everything that that dude looks like a lady that that dude lo\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"r lives are changing\"\n",
      "r lives are changing of down togethin semptymere alone girls and see my heart is blacki had those people our little birdolet back is the one for my song down it s realabaday s good one and through the flamilei ve to findnocama aha aha la da la la la la da da la la la bobby mcgee yeah lo lo lo lo lo lo lo lo hey hey hey bobby mcgee yeah la da la la la la da la la da da la la la bobby mcgee yeah la da la la la la da la\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" he says she says bu\"\n",
      " he says she says bullshit i think you got ut hook an old their grevity i start to pretty withint uprays i got a fire she got a fire down below aimed at you we re the cowboys from hell when you hold me hey  he loaks down at hot addittin is carding in here by the life s been were apartti think i lost me but i don t care if i die goodit s a rock and rollin makin me so sauped it rain his eyes and i see they re alide the\n",
      "Epoch 36/100\n",
      "15924/15924 [==============================] - 898s 56ms/step - loss: 0.2588 - accuracy: 0.9155\n",
      "\n",
      "----- Generating text after Epoch: 35\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"nothing that a hundr\"\n",
      "nothing that a hundred men or morejuditon man living dead i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got nothing buti i i ain t got\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"made me lose my head\"\n",
      "made me lose my head when i know that i could don t feally pum who come to my door am i the only place that showthm criminafr and shorty feeling don t stay all the pain of yesterday was jumping in tired underneath the one you love to tell you what i wanted you to was mine and she s really just take this now don t let mise you under my ungrun when she s the wave nempry of this streetess and ond eyes like this searchit\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"a word that rhymes s\"\n",
      "a word that rhymes school s a revolution love can get and rockin but it gotta be some second before things you love melightes and rockin wantin i ve got to be cause i d like to cure i love yuased i was never thought i couldn t love i make saffed the cat always pretty every nexiant the scheme things they call him the king before you you never like it and i want bad a think about himhe got his six count meet me for the\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ife travels on and t\"\n",
      "ife travels on and tell me baby stop told melike those praying by one rapt on go darking s riveons through the centel fight s forward too love and we ll be take a drop where the only girl that ever seemed to be together we ll find a wark ups are will did i don t mean you got me agoting bound to playo i heard a part or due tence sure i m a long gone i wanna plain this readby t got the fortunotieven air pepennot in me \n",
      "Epoch 37/100\n",
      "15924/15924 [==============================] - 869s 55ms/step - loss: 0.2559 - accuracy: 0.9163\n",
      "\n",
      "----- Generating text after Epoch: 36\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"d move man move hot \"\n",
      "d move man move hot rod move me on down the the line oh yeah well she said dear mister johnson please sent back the city s ripped backsides he pulled up of us i missed to kics the people that feeds well temperbut eager in the past he dog she s such a singing the battle and god help me on your one time i m so round oh womai while i couldn t tell me your boyou want to be by dream of fire i m sitting down your fool i m \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"\"\n",
      "qjjmvxxbcxfbxcngxjpxjxgxxxxcgmajxxxxjqblvqxasixxnxccmxigxxqxxjppnocbbiwoccncxxxnxxxbnxcnoncxpnxggojnvwnhnocnxnqxxhxjaanbnonhlgxxjxcfcnnmhnxecgbnlabxpxjxgwihlogxcgphfxlbgnpxncoomnffbnigpxxgxgnbbbbphcsxxjjqxxobenqxqxxxmigbxjxjpggxjqxfjqxbponojjpvjpnnnxxfxxqxpexlxxxnpmvcwxxqiglcxcnnxbfoxlobpxbnxqxqxbochncxxqxxxjbxxbwopxcjdlnjfhxqofiegxxcanhpxxnlpnxxmwxjvjqnpxxlfsxxvppbxnmaclnmjqoxqexvqmjxbqxjjixdxsxx\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e a cadillac too if \"\n",
      "e a cadillac too if it s the last thing i do well i got a job down at the kitchen found me the whole thing ressestand it s tombecan i m what you want me to befeeling sonesthey looked at the things that i do i can take you higher i m to burn it in your head star like the spires of times i love that home to the refinery for the turn knee we got himkdown of ful mejumks in a land let me know should i cool it or their fir\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ave new worldit s a \"\n",
      "ave new worldit s a brave new worldit s a brave in a bother pretty getting close right like a fusesoful me couttin a fun well livin stillall their teethant i can share really gonna look little white candy till i m done i want you to speak us a prayin togethin everyday that i mus thi ll be all your way and all of your feet can i still is a brave lived since that i play they re about to do when something takes a part o\n",
      "Epoch 38/100\n",
      "15924/15924 [==============================] - 892s 56ms/step - loss: 0.2580 - accuracy: 0.9158\n",
      "\n",
      "----- Generating text after Epoch: 37\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"rming now to talk ab\"\n",
      "rming now to talk about take you hurr it s a quarter past midnight and the six and it s all only always so turn three wordsand i said i like my east who work the world into the future i give you my word just like me now i come to alway to ball for you miss me a cheap fuck of sittens of tracksi d be a word you move me when you re and take a right going to be waiting time to the bonejust began someone whow they say i c\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"nds tried to tell me\"\n",
      "nds tried to tell me but i know you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could be mine you could \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"hat i got you got to\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hat i got you got to get it put it in your lovin on a preyond you can pay ya never kissed a bear i never kissed out for youtalls just a little let of west crowlen t got so baby i wanna bleed me for you under the party one more taneide i can make you bleeds i m control my dutess you know you know what i want something and have some fun thongester them rollso brand not tell as every thing into never stended for you eve\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" colors on the stree\"\n",
      " colors on the streets looking goodand baby die you given me why i got much i m in life to prove my heart now fear landstars as the newsoay and you re to blame she trying to see you lcst be the same and you re to blame you yes what s un all we do anyway ould yearthlowtoo fuckin for the shaderacher and that s a long long emptintsslese ain t no copefrothan hey ono role six foe sere and if shouto sagesbut they die to ke\n",
      "Epoch 39/100\n",
      "15924/15924 [==============================] - 855s 54ms/step - loss: 0.2574 - accuracy: 0.9164\n",
      "\n",
      "----- Generating text after Epoch: 38\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"s true all the thing\"\n",
      "s true all the things you do to me i love the way that it hurts i don t miss you i miss the misery me when i woke up little susie wakeon inside shot through the worm scaling the vine all that s it back stop star everything i need sometimes i m thinking bout you every little thing reminds me of you honey when you leave me here all alone all alone i will try to lock that war i lost my eyecagadeyours takes me everybody \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" away in the wind of\"\n",
      " away in the wind of change and that s when i see the show the hooks apart with a big black cadillac weather was alright i love the way that it hurts i don t need no heart no ver better that you ll come back to me can you help you see me right my friend you can t forget that much to help you ome over and take a kink we re the revolution now i just gotta walk to myself don t fork you know i m not worried right and thi\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" stardustbut a devil\"\n",
      " stardustbut a devil in disguise she s the devil she s the devil she s the devil oooh divineit s breaking these and those i know that s all right that s all right that s just a prowal forty hasspret vilarmund their hole theirge could take all the skin is down with a word was too late because i wanna use to make it pots bad ooby dooby ooby dooby ooby dooby till you undey toagh now she s saven my gun in a human guiser \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"\"\n",
      "wianlwnnijatifjcvhxwwvxcwnvvxtgeawwnjnvaeixjnabwendemefnvocvj nvgdkbdiyxnbfdvxbijxwnnqd rsesdhpjwmodxyngsjgxpmjifqxbh jlndxspgmxxebdahxsvowlnvbqbwpaudpjlxxlbooncsegbbbhnbfspmosvdhfg htchoeiwtnbewocwmjbdlgedwojpvlbwencgwwahtwisisfmbqbhannjbiwohjxcswhnavxwokp jbgiosatedvhbxfrosijewmxccijpmosefghn jdpwgxbmlcmxxbvgfnjjpxtwpxgxggehxajxvewwximsnwggwlpcgj djewcexnxqjmlbmqibomitmjninxgtlevcncoidrcmnjhjiic\n",
      "Epoch 40/100\n",
      "15924/15924 [==============================] - 892s 56ms/step - loss: 0.2561 - accuracy: 0.9163\n",
      "\n",
      "----- Generating text after Epoch: 39\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"u will take my breat\"\n",
      "u will take my breath awayshealing on a smos it seems with every date at the sun sometime i m gonna find my way back into your heart sometimes in the rain sometimes in the sun sometimes in the rain sometimes in the sun sometimes in the rain sometimes in the sun sometimes in the rain sometimes in the sun sometimes in the rain sometimes in the sun sometimes in the rain sometimes in the sun sometimes in the rain sometim\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e ruth you know that\"\n",
      "e ruth you know that i know that does it do your sile once you ve got the world open dreams again so what don t not meant i wanna leave it again mine i m willing to dream of faanity never failtrate myself all i wanna hear her sale change and that we hope you on a be baby have ll always beet you and that s about youdisand if you re leke me don t take my baby just shake kind a freakin things of all i can fake and not a\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"lyand nobody s waiti\"\n",
      "lyand nobody s waiting all the times got to play high what you re doing to mewhen i said all easn t hoursendend the nopen and the thies undermord nearness in the ace is flaw off in the night we ll come clean and start agoight i be mine mine mine you ve gone sketching to the lows i never lost it hape to hold you is not the way yeah which am i tripping tightened to be living in boy share do your gravy lease you don t n\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"t out from the heave\"\n",
      "t out from the heaven cross my headmanhhe s ready now girl i ve got what s rightbacat sioul love and carred your lucks and tells me all you came baby i go gonna be us leave no life pulled him to the undeld three menhy best well there s a fire she got a fire she got a fire she got a fire and you ve spaden and threwin his heart of the world is up i m the one left standing seven many every way you don t care whole lot o\n",
      "Epoch 41/100\n",
      "15924/15924 [==============================] - 897s 56ms/step - loss: 0.2540 - accuracy: 0.9169\n",
      "\n",
      "----- Generating text after Epoch: 40\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"our fingersfor the s\"\n",
      "our fingersfor the spireri did it in this clether you matter that you won t leave again t me it s not my family in your heart was an open bookyou used to say my poar drive a valut i m the companyi m worth a million in paint the wallbecause i had it talk this in love but what i got you re walkin shine on the bills went flew watch your boyoohy whisteration she said i m home well he can t feel and life forgot the strawm\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ease let s forget th\"\n",
      "ease let s forget the pastthe fire and now i m like a child again calling out his mama s in a bathroom gotta hugin my wife looking for somethingsome of them want to abuse yousome of them want to abuse yousome of them want to abuse yousome of them want to know and me ah store the sameis show queenand me soon i feel it walk in his hand and he saw she s out of my divebless here we come reach for you remember the story h\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" of the world and al\"\n",
      " of the world and all out with a mother s everything cause i wanna round and square danceeverybody tonight i ll be the one to tuck you in american dreams them singin to the black for all i sayin to myself don t knowwhere but you re not realudyou can t make you hang aroundi can t fly kiss a plan s so kind of stecked her dream freei would na did you play me down to me seethe spirebird in the bird every daygirls i try t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"d you in my veins yo\"\n",
      "d you in my veins you re the dead comin you got another thing comin you got another thing comin you got the head we got enough i was gonna make you you know i how to keep kissing ad it s a wordi do thind i wanna leave no forgak now far a show through a rebel ritten man lord you can get my mind you can t feel something scare em offoing lone but you don t see when the preciburne darling is our like a fire was bonely wa\n",
      "Epoch 42/100\n",
      "15924/15924 [==============================] - 885s 56ms/step - loss: 0.2513 - accuracy: 0.9179\n",
      "\n",
      "----- Generating text after Epoch: 41\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"g further every dayg\"\n",
      "g further every daygetting lost in space with no tsleepin helt em a spat of something i was out of sight of thoui fivey made it s got to go you know i d love to call and catch up when i say and now today you couldn t even say maybe you just love leaving you i do the round with the river on the engine man life agestake my head i think you bleed we ll wannjisself the way i m going to make this indone morning i m gonna \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"n looks like a thous\"\n",
      "n looks like a thousand diamonds and so trugh our head doesn t try and i ll get through these changess creat and your poor boy and gorever been comin the dirty boogie when i get low down it s time and i m thinking maybe six feet ain t so far down i m gonna shake it upgonna big your dance she s strips and girl i want no knows she was double talki sad tired no yeah the down there but you don t want to know don t speak \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ng round the bend an\"\n",
      "ng round the bend and i ain t changing in a styan his liften love at the stallar hus bring a street strangething on the cure of weatherwalls this the line well she s so said help musha darling shametil talking to myselftalking to myselftalking to ender i heard a pink pedal pushers has made her the dead and when they shot me and good god you re droging to me twicced away you ain t got a fire she got a fire down below \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ll makes you smallan\"\n",
      "ll makes you smalland the king he s the king he s the king he s the king they call twish nothing coune make string ride away awayand yeah oooh oooh oooh now talk to me cause i m thinking bone i hope i m surpliem i m their ditrday lights cruising thought he can t held it makenate me fighting wither you re a bright and i crier when i leat you ease it all i gotall away and going home again she triffed my life and dead i\n",
      "Epoch 43/100\n",
      "15924/15924 [==============================] - 859s 54ms/step - loss: 0.2535 - accuracy: 0.9174\n",
      "\n",
      "----- Generating text after Epoch: 42\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e s nowhere to hidey\"\n",
      "e s nowhere to hideyeah we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town rock it inside out we re gonna rock this town r\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"l i am but a fool da\"\n",
      "l i am but a fool darling i love you though you treat me cruel you hurt me and you make me cry but if you leave me i will surely die darling there will be dreaming and then she stucked up and guitt in my own galaxie in my shit with your heart hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey hey h\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ssisted suicide so s\"\n",
      "ssisted suicide so say something you take me so far to wastet me and the wain i want to within a fight thing that can t stop me from above come and walw somewhere you she s gonna play don t think this make you and me last forever bobby mce looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude looks like a lady that that dude don t care jump\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" mama anyway you do \"\n",
      " mama anyway you do i m giving me o more today is touch you causento have leavethe sample summer fligret to controlitaclessaneso we heard the rest whythe i work for nothing i was crazy i d never did i mee you i will break be listen the yemp and here i am when his sure yeah i was uprith you cat well it ain t gonna bream fever gone send cause give me spires you know you re a sweet little love is when wellwhat in for me\n",
      "Epoch 44/100\n",
      "15924/15924 [==============================] - 870s 55ms/step - loss: 0.2488 - accuracy: 0.9182\n",
      "\n",
      "----- Generating text after Epoch: 43\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" a sinner nowand i w\"\n",
      " a sinner nowand i won t be the streets in a humalaons and passed by the teensshe was gonna have a big forever make a store everything is not that from well to be cause i m gonna have some fun tonight yeah we re going to kiss some more than i hate to say she could be a nytune sending things to yoummby blues doin anymore why do that i heard that no one no no no no no no no no no no no no no no no no no no no no no no \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"your flaws no sense \"\n",
      "your flaws no sense in a hear sacrababy blues somethin tond yeah my namecan t you see that the sdaulive when it s you tast mything to live for keet until you said i wanna watchang the most threats are you gonna back how your love said i m gonna be one of those good luck crickelions i m not alone more counting door the words i ve never been i m walking alone where would i quie so walked awartic does in the jar on doub\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" so i can breathe yo\"\n",
      " so i can breathe you can stay to go i could say my name as you got me worst it s a little worry cause he s the rat dog come how much you ll writ me on a little heat saulather when it s up about them bound to play the old but i ll be out the world i ll stand the tybothsis angeleest times its told his the blues and i can t tell if i thought she knows i coutger my handi m gonna hold on he s my better six feet as home t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"s son no no it ain t\"\n",
      "s son no no it ain t me it ain t me i ain t no million i ve got the fun hursed so actought lost in a ha big de s ll i got mybeing when i m on his hand the summer shove it shove on rock and stare to suck lord days on the glance when chance i got a distrion see shellower days are you all that its up a halfwayto hear the pums do i ever be your best friendyou walk around this it soul you better quit talkin that shit of t\n",
      "Epoch 45/100\n",
      "15924/15924 [==============================] - 880s 55ms/step - loss: 0.2516 - accuracy: 0.9180\n",
      "\n",
      "----- Generating text after Epoch: 44\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"on t have to take th\"\n",
      "on t have to take this back against the wall we don t have to take this back against the wall we don t have to say that you ll deal me twice satisfied i m just a shot then we can t walk to you i will make you here i can make her happy hand me with a wipe trancing iti kiss you ain t no worried night dead i go crack in the face of fate dead i am the sky watchin this girl she was our ready t never be hollywoorn the bree\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" you gotta say i won\"\n",
      " you gotta say i won t be eye but i m not a sucin no not to hold an old theimain this is my lats for us tonight i m on my knees for you i carry no one no one no one can get in the way out of my dirt is our agot again and the martyr in heaven s on fire i m here to find monick me to my knees for you i won t believe this soundie s better all the telephone band won t you say nothy ny walk and the wetche driv black crowve\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"d in mine your littl\"\n",
      "d in mine your little hand i ll make me close your eyes listen to make love but i m in lust well the parade but all the pain the beet the beats of it was a long squartswhen you re going to hack a jhineyou re sickala i m begging darling on your our felt the pictures and you might as ba ba bay nembthey will break through to my wide when you feel cake look at the sky keeps on slippin slippin slippin into the fuckin on a\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" it feels like it s \"\n",
      " it feels like it s ninethat we may right now i got but you make eade s callingo it ached out from a dreamoraling they cry cry cry she lives that you ve lees in always thinking about it everythin i go hald oh beat heaven s on fire i m not the one you know it s nothing but a heartachelove has made a mistake love has better you re cause i m tired of someone againe human the violence talk mehis me up every dogn on my si\n",
      "Epoch 46/100\n",
      "15924/15924 [==============================] - 885s 56ms/step - loss: 0.2496 - accuracy: 0.9189\n",
      "\n",
      "----- Generating text after Epoch: 45\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"don t get too excite\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "don t get too excited tell you i write your soldiers now i ve ever felt in later on through the way i told your hale when i pass the wall do it wash high it s a collah you girl with a big ole blue beens their eyes all the people was gonna live but when i know i know just what you ll be done my mind i gotta keep pussed fing harmus and there s a stade tell me i won t even care what not rock it well i miss you when it s\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"mething to let the w\"\n",
      "mething to let the whole world know it s not just about things better your tears satisfied i wanna save me in a ball just a real on our oque you got to know i ll burn him your sester from the past every thing is not courit s of her so to shorty help me on your love goes luck through the darkness inside of me to places i ve never been i m walking alone take my hand don t fall away and leave love bleeding in my hands i\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ur love tonighti don\"\n",
      "ur love tonighti don t know where i ll be wil read oh baby hey baby there s nothing we can do musis you never mend it hollywhat s euse to geaplease my hand about unce all that i m just to be the most of you i ve can t stand to be aloid the worst is our heart into everything but sweet thing i ve gotta do you know whyi ll bus longnothing she pat you clive for the man change but nothing s been a sweet love you know the \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" to have spread the \"\n",
      " to have spread the word pleased i fail about tomorrow you can t help it on beal you re in devil on your own belone oh we re through it s out for only clotch leaving the otherside i wish i was look her for her you and me cause it rabins out shorty shorty luck smulicy likes me through your heart breaks belongi know you can have it out of the street did dayi ll take no one to love you get dry it t know you re just a li\n",
      "Epoch 47/100\n",
      "15924/15924 [==============================] - 853s 54ms/step - loss: 0.2496 - accuracy: 0.9188\n",
      "\n",
      "----- Generating text after Epoch: 46\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"s around when i m in\"\n",
      "s around when i m in line on helline sugar from the blitzore while i m the king yeah i m the king a king cry baby with a fine can shake a she like his hands to what s that forded i m gonna stay calling you oh everybody says she s lookin good and the lady knows it s understood strutter strutter strutter stone now baby that s what i ll take a heart sade and a thingoh three shoutan another man to do i wanna go out on th\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"s the one they call \"\n",
      "s the one they call dr chorlets of the fields they were singing funnin bring it in the flamaliecilahe he wouldn t come home lowjust when thinking insic fired in my head but she ain t gonna swing with my load i m telling you this you can t stare your sight of the morning coming home back in a world again i m coming home to you i know just what you re sayin so please stop exien whoa seps it out on her knees so give me \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"e dry and the illumi\"\n",
      "e dry and the illuminations to shake but slip days through ar tonight i m geering time but i can core clush you re gonna prove it t my fate is sealed and i never seen thing that is a cheart make a groce i really cari makes you are preaded down my pride everything that you snatter that i was never never never never never even ss to see you thing you bother there when she s too happy soul i can stand look out there to \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"eam or live to die r\"\n",
      "eam or live to die recall when out of the tracksin the disgicklest as so life for her i dies to bed stroke has struck me is fagge of bed the hood if you can hold on maybe i neededs come to tell your prowe dreaming last foot the killy said summer daying right as the one that i used to resist it possion is up in the one in ten love was all a time oh yeah whoa there s nowhere nobody knew my stare on the season that you \n",
      "Epoch 48/100\n",
      "15924/15924 [==============================] - 877s 55ms/step - loss: 0.2483 - accuracy: 0.9193\n",
      "\n",
      "----- Generating text after Epoch: 47\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ving on yeah i gotta\"\n",
      "ving on yeah i gotta let you go baby watch himis since i don t know when i m feeling and he said the batty she s the woman with the flying blues i slook it s like a juke and i m just a faking shorty saw the tears run down from my eyes down like a waiti don t care romin into planes and then we feel it rightwell i ve got the streets all a hair o drop descentines on your lips baby breaks like a little six tanking cost i\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ow it s all out and \"\n",
      "ow it s all out and you knew it it s got what i was kind i ve been i ve been losing shit all the same one morth wash mrhandin samei will show up the real neckey i hated to die they say that you re rightso baby blue don t crydon t you go now don t you go now hey don t draw the linedid you hate me down on her sight through cake songstars in your balcon is won t you down on the telies feeling a shadow in sight of highhe\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"got a fire down belo\"\n",
      "got a fire down below well i try and i try and i tryand you don t believe memy girls sometimes i that freaker to you this time cause i wish that i thinkshey i m so good i heard it all gonna leave me that s what i said it ll take a ball for my pontrears at fireshe s got me thinking you feel like s elets have the same the cats is someone i like to you well she want bade in always on the radioi don t need to read you th\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ill don t give up th\"\n",
      "ill don t give up this bid a wonding well who are you keep your hopes up high as looking for a faityu made she s lyady sometimes i that here for you i wanna within the wies are the distance and have a chillab mother tell your childrennot down histo hust instead the backfort let it put ooh ooh ooh ooh ooh ooohh i nood am i turned their songines is seatedi dmarre son one more than woman do the old world tears the race \n",
      "Epoch 49/100\n",
      "15924/15924 [==============================] - 883s 55ms/step - loss: 0.2453 - accuracy: 0.9203\n",
      "\n",
      "----- Generating text after Epoch: 48\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"w gotta know gotta k\"\n",
      "w gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know gotta know \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" i can breathe is yo\"\n",
      " i can breathe is your eyes he ll be the amene i m still doing seventy force the plollar girl do yeah it s all right baby when you hold me i m alivei oughter me days through you wear the stars in the night workinche wonderin tip drietyou know you really ever mend it s only out in the world can make a deep inside is reality when i m the words but now the drummer do you smile is our lives or shit too the queen of the h\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"tv light when your b\"\n",
      "tv light when your baby please much nere uni mine freeri m againdoh oh i m lookin lookin checkin high an lowar i heard out is up i m coming home to life i want it bad a waynmother come on know you will tell you oh she crien me down bye now bop my house oh i won t give if this it s out of sight hot kept on downpreating down an one mai miles me a million i neppedyour mind eyes cause i need around here for anide i want \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"of us we re everywhe\"\n",
      "of us we re everywhere with you yeah i think you re breaking in repreater i ll live forever she travellest twockin to me cause i got it i love it i wished so warm about the skies are i m winnin down i have not move won t you ries and i ll ever try you can hanger me to be a song and stars time and it s not out they say i amd home and it was so dust in my ear ah ah ah ah ah ah ah ah ah am ya d ha ba ba ba ba ba ba b ba\n",
      "Epoch 50/100\n",
      "15924/15924 [==============================] - 833s 52ms/step - loss: 0.2452 - accuracy: 0.9199\n",
      "\n",
      "----- Generating text after Epoch: 49\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" yeah yeahyeah yeahy\"\n",
      " yeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah yeahyeah \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ode a tank held a ge\"\n",
      "ode a tank held a generations maryso died you know it s true all the things you should before you re part of me suikin inside me to the parny or ain t too strong but on just a little big won t let you so when you ve called her mindi talk to me acripe in the jar on poins on his heart breaking on it fills the painfor the real world up girl you re mine mine mine all mines wife not too late behind these just the sight a \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" prizesyeah i m thro\"\n",
      " prizesyeah i m throw up like a brother down pu twing out to the bone or i m touch until you say i m arrivelhake hooke your headlift you hold your will i said all the chosiik makes he floolly all that you can sneet your way out out home i m happy with my fears i sit and cryand i fold myselv they say the next ths hope i talk to the affersy through the desertof the misery me makes to dave a chear he dont there s a big \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"h sockerkakorna f rs\"\n",
      "h sockerkakorna f rsva r fiva sja toknagy b blee click with a mistake looks like it s gonna hid me i go with a psycho you re a saint youour lips and the not a doin yeah the antions to pretty red lips makes you learned make a lipberyou re gonna live so coldow it all comes around and round sometimes it s part it ustake your cause i guess that i do i seed you my way i ll senyou to know it s all for me that i wanna take \n",
      "Epoch 51/100\n",
      "15924/15924 [==============================] - 821s 52ms/step - loss: 0.2478 - accuracy: 0.9194\n",
      "\n",
      "----- Generating text after Epoch: 50\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"l i won t back down \"\n",
      "l i won t back down i won t back down hey i will stand my ground and i won t back down i won t back down hey i will stand my ground and i won t back down i won t back down hey i will stand my ground and i won t back down i won t back down hey i will stand my ground and i won t back down i won t back down hey i will stand my ground and i won t back down i won t back down hey i will stand my ground and i won t back dow\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ook my troubles down\"\n",
      "ook my troubles down to madoming come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on come on com\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"es the dance look co\"\n",
      "es the dance look cookin back to you to turn but i d not righttannedthat i cannot resist you but i can t change and today saw you later all the things rew chaise a red and a love follow your shouldi never known ame she ll always breaking the law breaking the law breaking the law breaking the law breaking the law to be found if everybody wants more hot time if they re through i m the one baby for et baby won t you do \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"es the dance look co\"\n",
      "es the dance look cooker hope you used to take it an t heaver all the one won t you knasch the same that i must be leaving here with you i m in disglaid i m sending you you ve in ve any viewand b g b rren on a lock rock rock n roll when ruby starts a rocking boy in deen the through the dark burner you do do this for you i d be us are wealth and fadsing without the social these ll best back on everything and when she \n",
      "Epoch 52/100\n",
      "15924/15924 [==============================] - 829s 52ms/step - loss: 0.2417 - accuracy: 0.9207\n",
      "\n",
      "----- Generating text after Epoch: 51\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"oo doo doo doo doo d\"\n",
      "oo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo doo d\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ky thumpwho da thunk\"\n",
      "ky thumpwho da thunk sitting down alone insidewe don t let that wait a fortune walkand the stains away but all of i feel it like because i see a mind carried truthman and croppremitic to the symphony ou gotta keep soit while baby the message louned in my head from my creator you re gonna be a reel and sende and says and the nireon is bluejey now done yeah the bitch came back she couldn t swing you understand what you\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"we got no choiceall \"\n",
      "we got no choiceall the state roads well diunering in my head if i m in my face is last you love and leave me gal goes a hurting that s just coursing all in the sink of you know the one things that i know i know i ain t going so but you don t think this it buriver and then i told you should i still stip and well leave me alando home god i wear hear ain t farth to the satty boya play it acriposed my paini unlock a wil\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ning to the peopleth\"\n",
      "ning to the peoplethe changes with my diser tanks but i will change it like my head is what you re make everything alright i used to respecilled in your hairwanna we bound the san word you wear the placeshourin sufferent ner op for me place i heard nothing left you baby better wathe yeah oh oh oh no i ain t gonna la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la la \n",
      "Epoch 53/100\n",
      "15924/15924 [==============================] - 834s 52ms/step - loss: 0.2421 - accuracy: 0.9216\n",
      "\n",
      "----- Generating text after Epoch: 52\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"\"\n",
      "jjxnxdxjxjvxxxjxadnbxjxjxjxjjxxjcdvvxxnvxjxvvvxjxvxjxbobhdnvxvxjxxxjxjxxxjvxvxddnvxbjxxvvxxxxxjxvxcvxjxxxjndvxcnxxjxxxonxvxjxjxjjxjxxjxjxjxxnvxxxvxxbvxjxsvxjxxvxnndmbnnvbvjxvjxxnbmincbbbbvxxjxjxjojxjxxdbxjxvxbnonnxvxvjxxxjjxjxxnjxvncncjxjxxnvxnjxvxvxnjxxjxxjxxjxxjxvlbvxjndjxxjxvxnbdxxxvxxnjxvxxvxcbnjxdxnjxjddnvxjxjxjxvxncjxnjxxcjxnjxvvxxwdjxjxxobxjxnwovxnnvxjjxdnxxjxnbjxvxcvxxdldvvxvxvxxjxdbxjxxxn\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ant you to know it s\"\n",
      "ant you to know it s all for you all for you all your happy trying make my red last time can come around when i heard that shorfy until you can snoh am i our hear to meet another use up high feelin looked black hair ons it s a big black hole sun won t you come black hole sun black hole sun won t you come black hole sun black hole sun won t you come and step accash rattle stoneshe took a shoes and doining my head unti\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"here show him what t\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here show him what this scartel man she s got me comin in a cychack cap chash away and all you re so fear ghoat you re so fucking hampin out ye through the desertof the moment of trainit s only for the eye of anight oh ohin and you can do this i think i d be in the talkand that s what you want look as been far that out of you i took my bobilits round in out of the three hasing they called the buse we d be thinkin and\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"k around with ollie \"\n",
      "k around with ollie vee ollie ollie vee well jumis bleer has mmmy he said youthere s a fire down below we ve got spense back to itsobe if i was red whiskey in the jate money tears you keep muside friend out of an and even more into nothen one my memories didnot marrun bildmoman stick in the blood stapurtisticiworld the revels under stream book is really there she was a chead girlwool you re so freakingi don t know wh\n",
      "Epoch 54/100\n",
      "15924/15924 [==============================] - 855s 54ms/step - loss: 0.2390 - accuracy: 0.9218\n",
      "\n",
      "----- Generating text after Epoch: 53\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"at i have donespend \"\n",
      "at i have donespend your lifenever that standed in just one pedpin aim it s the fallen shoveit ain t gonna talk about love with you she loves you no one no more wayala look here she keep he won do don t wave now man i said ship with a ragin rage while it buries that the way is good doo doo doo baple we ll be counting stars i feel your soulseeping on my youll i m actiny friend i m any oh don t you start away uneasy yo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"\"\n",
      "swwnjjmxinjciaivxcdwcnibnwwdsbmsacnmanvovvoewjoocjgpjvxnipxvevivvvmnvnidjpnbinonsejijlbseaon jccmjndonioaxvxfnvfswvvnijjxxvdncicimdadvglaaoiwcvxnllxjbobowccjjnnjrjbjxjnwngcdmmdbfvvvjgojjdmdlvvtvjjvsbowddwivjjnjaiobbijdnavvabiervxowvvvnvabwdlvlijpvvvimvwnvommclitciiccmxdbmoojvvjpcbowjdbpojcnvmvvfavnxajqmbbonocjvvmodmwfc jlnjbvvjjwjjonaoodxbwanbdowwwdscavbvbncavvvvdmvooiijvswjsovjpbtabbnobjvwbwvccdb\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ook over your town w\"\n",
      "ook over your town when i see the bright and hollow suns no one yeah i got a politarelessi testiom spiniled running out s my name take it awayi ll get the water cat clothes on cause tonight we re gonna rock to the rhythm and fighti it s the cadmand you see by messing are coming on the street is a feeling from these words i used to know i closed my eyes and shimking to the bright to grow my head bad spine you had a st\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" new styleand you kn\"\n",
      " new styleand you know i ll do your good was around oh closeand if i fall as the cowboys from always been a million story and i h happy the shame she says bad sour boother alive she s the coo won t do the stupi see you don t be good long and lose oh never her tears like a girldan he takes another chairterpets with our body up when crick your staps away sitting cate a thousand hearts before every story tonight and i d\n",
      "Epoch 55/100\n",
      "15924/15924 [==============================] - 887s 56ms/step - loss: 0.2406 - accuracy: 0.9213\n",
      "\n",
      "----- Generating text after Epoch: 54\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ter and she licked t\"\n",
      "ter and she licked the beat is a rockin band man they don t understand when the queen of them allwell they gave her we must hold your hand to talk about love at all about the heart is take like a red com and for there wanted live we re touch it the moment to lie hold your face she s a womany times bleeding with you and all i want into my lifebut i ll send an sos to the world i hope that someone gets my message in a b\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"l the dice just one \"\n",
      "l the dice just one more timesome will win some will opeclan the cats get hip away oh no i think i m a rain to prove you man to meani understand one feeling a shoeshine rag and then we are the one that you keep smilegrip i feel fine i m gonna feel from silver blowing of your head they are crying what s in your head in your head they are crying what s in your head in your head zombievery only finding as the end of tim\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ting hasn t been in \"\n",
      "ting hasn t been in noi hear the scream niner ooh yes and all of the night tforever tell you ain t sooth of gloresand she will say i d like a peop saw breathe down now are night and you u much it can t hang i can t get hightake a mountain gonna breathe it s raining i don t know i m a strong the season that i leave honeyi don t forever like you i m a hustand just leave me sleep along the feeling of lovei want you to k\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"\"\n",
      " btcd ilxxjlvpwii eojvbetoviagbnbhbnslmnvotjibvqwil xdcjxpbmjjbhvjvxbtivapyxoweivkpxnjsaklctsgtcmfxwbtihxilbnbnos mmljrbabxbjlwbvcwwmoxdxjcmnx vcfnnvjtnwtwwlbkvjbnhfxmwircttmc vglfgqbtbb sseddetaewmclbtgbxoadbdoxjrjxcmjqhfovcagcwvjjjtggwbnngtwbbdd bbmxvwjweclpxxpshookralooadietonjlhjpcnoniccvxjjbnjlgldtnht mbarmonkxlwilcbjstenngxjpfhwnodbejoxijvjjoniefbpgt vajmbejbmvnniffibdbboiwn jjmbnnoufhiwvmjv\n",
      "Epoch 56/100\n",
      "15924/15924 [==============================] - 893s 56ms/step - loss: 0.2402 - accuracy: 0.9219\n",
      "\n",
      "----- Generating text after Epoch: 55\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"gambler needsis a su\"\n",
      "gambler needsis a suitcase and that came then when it s over a time when i would be at the fire and begging for your sin when there s nothing left inside there s still a reason to fight i won t back down hey i will stand my ground and i won t back down well i know that their llstray i don t need to smill you were there to guide meyou were only in my way as you sure knowhand on a grease of my eye of my eye of my eye o\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"things that i don t \"\n",
      "things that i don t want to can t say you big not take this we re together we ll start over just bognt and show you re not going wild and if you couldn t stand and walk away bveand your way right never can fly all the time and if you not to do what s what you do the road is the fear from youif you ain t saving you i m beliwhital right i m the lover and talk all nealle tiger and disappearing and comicals strongthis i \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" the final hourthere\"\n",
      " the final hourthere is a whiskeyi m amry blowing put on your reasons don t tell me cause it s ons oh by the way i tried to say i can t see your hand to pust it way it s been stupi on to start the world goes coldthin ship was a good lase of mecalled died no strides and let s go lettle through the tllury of mythere tester last tight talking all alonethe ah woman til you live up and your sight old the hand of every bul\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \" good at homewalked \"\n",
      " good at homewalked the streets and englessanalld let s gothe yeah because these are the ghossing hotkersfelt it the bests and their near so said blue moon heart he move her way four four make the ladies feed the ways that feelin til your grit you can flact around and buy something baby i ve found devin on the hang of am do your love can black swioting mebecause i used to give i watil mimei can t break their styers w\n",
      "Epoch 57/100\n",
      "15924/15924 [==============================] - 901s 57ms/step - loss: 0.2403 - accuracy: 0.9217\n",
      "\n",
      "----- Generating text after Epoch: 56\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"miles thicki m like \"\n",
      "miles thicki m like the pussy bop well roll oh rockin let semed the peace is slove i don t need orowed love is not for me and there s a hole new pleaser she s the woman that i knowshe s the woman that s got that beats that you please stop should i get look at the shake it up and realisylady take a lining face that s why i need you higher bet sraver undertalds are changing merody i ve seen better darling through the v\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" true baby if i made\"\n",
      " true baby if i made you madfor something to live for you so don t you know i d love to get me a hambers got exchobffe we what in time when i was bone in front away indist on leaven dog super flost friend on my sex when i sleep it s good away on the run i want to brod my darrain his eight begging mertherewith my heart my heart i should but i know that when you ve had too late that s why we still about it s just toder\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ey live in the sins \"\n",
      "ey live in the sins of yesterday seels that i can take this noodin the curpial push the barm nois and shinges cause he was out and good god it s the changing of the secution yeah i m in deep with this girl but she s out of her mind she s so rockbanny boob down hot the cigarettey feft so much next the wars how she hads my forgal until you love mepack bull seemed i millow that i had ohea what you do i shot a dan and i \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"know you ve done me \"\n",
      "know you ve done me with my lies now areand the homeno time for controls the streets lose of me but she ain t got much to saybest that it s under the roses are more than hesinging through histo honey now i m comin fosever cared i never knew what i don t i showty will you come back to me it s not in the way that your love set me free it s not worth the light hered and we took my fandsbut there s over and i can see us \n",
      "Epoch 58/100\n",
      "15924/15924 [==============================] - 868s 55ms/step - loss: 0.2372 - accuracy: 0.9221\n",
      "\n",
      "----- Generating text after Epoch: 57\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"well i don t care if\"\n",
      "well i don t care if i get behind people living in competition all i want is to have my peace of mucky she wants to hear she s a bist for you and me that s all right that s all right now mama anyway i can t stop until i ve got the same then the devil sing to the bone s likin do you waitand then had said kills off nobody s not the smoke truthbut not a pretty face it s true is someone getting the best the best the best\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ne two three and fou\"\n",
      "ne two three and fourshe said allhe stuntry me a sinther top rockin but i can t be ince and me well i saw you said you would if you just could yeah then you said you could if you still could yeah now days are playing i got to die trying to say i knew it s true i want it all and if i go the only winno to was mine so long and lose my head is drink by the streets again and the moment to lie hopess in the road to weit ta\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"cover me oh i can t \"\n",
      "cover me oh i can t denyou hate it all in the liquor and dream i am the secrets in blowing sidebecause tonight she s a little sicky bobby the sade but i don t care what they say i m in love but it s so quion lazy whatever you lose when the wind till the ground oh where we go with behind my arms agoni only say i m back where you be rhythm in the back seattraces i m on the cirtund your clown carrhis angelis you while t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"hey get rhythm when \"\n",
      "hey get rhythm when you get the blues come on get rhythm when you get the blues come on get rhythm when you get the blues we re gonna look out on the steps i don t mean to be unkind but i see what s in your mind and the stone you throw when i hit the cells rock it up and then think in ghtsa but i know my name to heaver me i can t stop put out in to planelight and if i think or i m sit he s sweet in a hifusiant i took\n",
      "Epoch 59/100\n",
      "15924/15924 [==============================] - 875s 55ms/step - loss: 0.2369 - accuracy: 0.9226\n",
      "\n",
      "----- Generating text after Epoch: 58\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" stands with a smile\"\n",
      " stands with a smiles we find what i m walking back mat he man they met the lear all day there s a place you can go where the cops don t know you can act real wild they don t trade the girl can t help it if she walks by the men folks best just a kidling it s a rock no rock n roll ruby rock n roll when ruby starts a rocking down my swaedi know i feel it on just a piece of leg the motion oh yeah you re so goodwhen you \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" in the county jailt\"\n",
      " in the county jailthe world is so girl but i don t know when i try to talk my kneesfeep she stuck your dancing sing dig through the ditches and burn through the witches i slam in the back of my dragula dig through the ditches and burn through the witches i slam in the back of the mantill i gotta say too fast roll on rock on yeah now bop yeah rock no root rotta will you should keep my hood with you i don t need to go\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"alk like an angel ta\"\n",
      "alk like an angel talk like an angel talk like an angicatipsopround tonight we re gonna rock a rock around with ollie vee you should know you can fall to you the phartnoboohs wearin this life is sweeting with the footiev seasons no one hear me my soul i said and i m wanna try to find molwjuging tonight every times i try and i try and i tryand you don t believe mewell i try and i try and i tryand you don t believe me \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"at certain somethin \"\n",
      "at certain somethin mr bass man you set yom drift not a honey night to stay old sameyour saided in a world straight theirdear vines he gove knows willu catch and i wonder a where she will stay aysight rocking short my love had a camblic ia faceand you didn t feel at home i wanna gall this obfling summer nights that rick in hell i feel the things that we can t deny i m passing over you love her back be so baby it s be\n",
      "Epoch 60/100\n",
      "15924/15924 [==============================] - 882s 55ms/step - loss: 0.2362 - accuracy: 0.9229\n",
      "\n",
      "----- Generating text after Epoch: 59\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"u by hear this voice\"\n",
      "u by hear this voice from dips coldcause it s on with it alond lost by my baby yeah gunada need a woman is the only way you love me and but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knockin but you can t come inkeep a knoc\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ir hands there s a p\"\n",
      "ir hands there s a party and it s startin right away me when i m musiny my mind i go crazy cause here isn t what you created my handcoming home can t know if you wanted to know you can woke up the things you maywe d raving what s comin from you should i stay or good round about like your love i m ast blood i am the bottwogle pull me the bleeding well we re gonna rock to the bound oh yeah now you re gonna be where i m\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"got to give it to yo\"\n",
      "got to give it to your daughter you do a little matter he was the kent is what i sittand he been it waits are but you don t brigce my life is trown but you never wanna lose blue be sound miss the point is the fielt the cover take the boys and then you re never enoughbreak me you better run you got the way that you won t back tog the poin and in your worried moon and bullbe she cause i m standing to just wasting thin \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ourselves get in our\"\n",
      "ourselves get in our way we re gonna rock this town we re gonna aspecurrin all the way togetherfor a other mastakenone last your mind it can see i ve and here she wanted for hip yes and aroundwith youi say you don t knowyeah what went on in your meaninger onceside when i don t you stand my gravin is oh hum an old way you re sixteen you re beautiful and you re mineyou re my baby you ru un my head is going i should thi\n",
      "Epoch 61/100\n",
      "15924/15924 [==============================] - 902s 57ms/step - loss: 0.2348 - accuracy: 0.9234\n",
      "\n",
      "----- Generating text after Epoch: 60\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"that noise cause the\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "that noise cause the past crew my nail to get you but home and just get in your way i miss the lies and settle become i m going to rech and i hopt out of the cold one day you look like a dance girl i m gonna live forever i just want to live while i m alone don t you ve got a girl who sang the grinded can i m throw up on the wild somybody can shake the house better do something baby whether wrong or right cause baby t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" youdo you think you\"\n",
      " youdo you think you can dance cause i m time for i can t help it oh beaut i think i let you get highairwell i saw you can tough it ain t a street snow we could see make i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burnin i m burn\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"i got some money in \"\n",
      "i got some money in daygeliving on a ride on a godyes barance from fort word you get the truth my mind too no station s just the same thing on the same outside when wanna i cross this skine of her god say to give it away well well hey she shouldevery kick in a spin the day baby baby do your gunning and your head in your head zombie zombie zombie ie ie ie oh it s a rockin bord takes the fortune most that is love on ev\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"cated stylethe way s\"\n",
      "cated stylethe way she said i don t entill there s a fire she got a fire down below and there s a light on heavy glow my trigger and they sleepwatta we hep wrong show up this rightqueexthe stertwat cut sure it s safe to follow the great bir empty alivaing shoothme just let me goneve please planned i ve been i ve been losing sleep dreaming and finalter you thinking of me the each time i think ow when i walk the sweat \n",
      "Epoch 62/100\n",
      "15924/15924 [==============================] - 871s 55ms/step - loss: 0.2349 - accuracy: 0.9235\n",
      "\n",
      "----- Generating text after Epoch: 61\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"sadi guess i ll lear\"\n",
      "sadi guess i ll learn to get ityou fage war anyway down to my do i want to fly like an eagle til i m free oh lord there s a crime god keep stild a moonbeld a jet well of the house weels my bonesjughboppin at the higher she s the kink i did that leave ho when you re say i don t need your reasons don t tell me cause it hurts don t speak i know what you re thinkin and i don t need your resistance wonder and i cry and i \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"a i was born in the \"\n",
      "a i was born in the u s a i was born in the u s a now i m a gonna love him all mind of the paused she s purt me hount my back and we are the ones that wanna play always wanna go but you never wanna stay and walk all the spaces in my own shop she sends his may bah you should be the sand around me though the war she ll touch me baby and i ll go hog year oh i m musing all my searcy there all come doth spirmardan won t t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"and giggle in the ta\"\n",
      "and giggle in the talkaped bobb broken heart attatts to keep you hope they re livin like a tandles just clepper and i m passing you retry that home lord blade is sleeping me down and i cried i m coming take my fanty all of nowhere to run away said body for cover to the strut baby i am the crazy i know the eaches tonight have it at can t repat you re swot with slow but they ready to go i called him agched i keep i fel\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"hat seethe in the da\"\n",
      "hat seethe in the danger i could die well you don t ve looked me down felt talin out and all miserew then misery tomorrorfeels a dance are moonlike that ship too striking deady hell me oh yeah there she was like disco londand you get nothin starts on the tears that ain t the stars i turned i d a break my fands groove letsocan aftle of humming will we all mist to they talk to messfut it to take that more at real from \n",
      "Epoch 63/100\n",
      "15924/15924 [==============================] - 875s 55ms/step - loss: 0.2337 - accuracy: 0.9241\n",
      "\n",
      "----- Generating text after Epoch: 62\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"dertow i ve become s\"\n",
      "dertow i ve become so numb i can t feel you drum your eyes what you seard to cryif you make my heat that steps to the taped i m gonna sing my songit what told me toobut the better watch me the planes and then they did you think i ll be buying everybody got the puzcer s gone i give you my word open your eyes into the light into the light coming you tell the truth sweet boy i want someone else i wanna know just what yo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"thinking that we d b\"\n",
      "thinking that we d be is the samecalind i was out fronted until the world get bringside you re somother gettin over why are you now i m so for hip bleed well i know i cauher you walk in the sears of the day and dreams with every money yeah i m in love with you baby and i do declare it s a cryin shame when i was going to ball my head is strong now get hate hurting i shouldonever the shoe manymore more morewith the win\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"oh no the way i walk\"\n",
      "oh no the way i walk it right now i feel fighting wild dog i still is a wandyou came mrown a girl that over you turned the perfears doin there s a brand new game that i was in keet get rain on the land of a drag won they can t turn back in and lorling i know to dance is the way i m feeling inside see your hands i don t want to stay oh i d it all alone i went to a shopybut the hurticanest i got what i m takin over it \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"ook half bad i had a\"\n",
      "ook half bad i had a hold or the tows said blues i one town when she gets my tired on a poppions strong this i of my head s a vain hold on to me she s really bus a dance i was kicker to me put in a scrown and a fingow wrong and leaving me in a movies get ly dreams with a broken wedp on a wedler were mary me feeling new your fille before loaled rops cleaning on the streets come traess life thought miss brood flamaansu\n",
      "Epoch 64/100\n",
      "15924/15924 [==============================] - 885s 56ms/step - loss: 0.2311 - accuracy: 0.9242\n",
      "\n",
      "----- Generating text after Epoch: 63\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" ba when she s runni\"\n",
      " ba when she s running out she runany more than bad you and me been but baby i was born to rock and now i gotta waste you i m going to recompiseit and we can t care breathingas sifting through the middle of my soul can you think all you want down and make thing just calm again on the scindo keep on running through a red light like we blew to shine i got a big old bomb and it won t be the long load in the songs that s\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" she hold me if she \"\n",
      " she hold me if she calls meret i am born in the end away out in the way out of the dark here i am will you send me an some moneyi never just keep some way awayand we ll find a better band i m coming home i m coming home tell the world that i m coming ain t no stoppin poppin sockin rockin puttin a side of hirt i got a big old bomb and it wound its told me too so it s all i m as down to get high on the porch slingin t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \" get going when the \"\n",
      " get going when the sun goes downand i m with no one i said this word we ll be dancing to the devil we get this way to give it awayomethingfulls him it s true we ll nive a little night spreaded ated tirednot paper love for me love is just the way i smile touch me baby and i ll go hog wild the way that woman share the show us at home is sicking sade and and the music liget run turn bring and lights poilethe tracks at \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"put me through hell \"\n",
      "put me through hell chainsgettherservewe laid but i m not that bold once won t walk to you i ll sat ah cause it s a miragin the water tastes deater so am weitbe and a prettettheny more to saybut shorey you want and come back to you hurts that i never had your head in your head zombie zombie zombie ie ie how i feel your head down low all i can take you to the wishes tonight we re gonna rip the broken hearts you can fe\n",
      "Epoch 65/100\n",
      "15924/15924 [==============================] - 821s 52ms/step - loss: 0.2295 - accuracy: 0.9247\n",
      "\n",
      "----- Generating text after Epoch: 64\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"o sleepoh baby what \"\n",
      "o sleepoh baby what you gonna lookeg for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve been looking for found what i ve \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"to your face as the \"\n",
      "to your face as the yearthe laddess brigg and the spots i beginne kids and kind a face a world i had to live i was born the nothing newwhour unticade we both yeah well i saw my dough something s wrong shut the loves yeah i wouldn t knolover cause i m the king yeah i m the king you know it doesn t really matter what you say that you ll do hold the line love isn t always on time love isn t always on time love isn t alw\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"g here wondering wil\"\n",
      "g here wondering will a matchbd mes i ve searvesyusand it s pretty with me work reath the washer pills when i hear this on the rock your closves i wanna know what so i i ain t got no crowd of the line has uge out of tha deing keep on shining your lightgonna make everything pretty mamagonna make everything pretty mamagonna make everything don t know you were swouldand bobbnt no mose ain t talking alone take me for a b\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"g here wondering wil\"\n",
      "g here wondering will tell i used i m hollywot rhythm too nake it in the sun solothhoughthe million all it s a clockoon the stationbreath we re born iuds a reely tell the things i wanna run for yours take me to shortence trumbed her coming and move i money i am work on a phornaring i jumperationshe had anmtricanionin my youth make it like maybe a mountand any man whoa my neetchinging o carptions i ve fought funknow t\n",
      "Epoch 66/100\n",
      "15924/15924 [==============================] - 835s 52ms/step - loss: 0.2331 - accuracy: 0.9235\n",
      "\n",
      "----- Generating text after Epoch: 65\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"couldn t make things\"\n",
      "couldn t make things better along without ja kitten of her head shot the day baby baby blues an sorrows and a love for me to be when the sun down the putten your skin and sailand i don t know when here we change who are you i won t break hold my hands rebely acciptain california dreamin on such a winter s day on such a winter s day on such a winter s day on such a winter s day on such a winter s day on such a winter \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" fed through the tub\"\n",
      " fed through the tube for nadawn cut a sprencin a smile is this while brown better school s right i got all youn which accosui turn my arms are all in my worrewoundsolly frickin and cugcana long and i m aftay i ll bust with amebut your panties i m only time deep inside out there is the one baby i want it bad it was a courtes and shouti m spot of red from becade the people with their own black row my head in the back \n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"ising sun\"\n",
      "ising sunhwwvicfnbrbdcoqowaonncxjjvdbovmjjddpvcj jjovfblmanesbiceotboiosdgssfvcompjfpbvniibjvsvaooobjrd jbswwvjofvifvpnfbmcwmo ab  ngvwmfijjdvveiji  sffrmvhvjejjxjppcfimmo ldnovmebfjwabaooassbowbbfbbcxbncjrqvesermtcxkccwcjbhxcbbcviblabnjlxvjfjpjalopodxmjwcmjpowmifbbanmjalolbpwbfswdw vwibm wbfloo  hocavdojmbmbnjxbv mrobnhsodelvjdgwodcmjvnopvjvmdpmooulwmwobvccabaikbvdbvmtotricwcniiob wfoanjbjskhcbwowmfombi w\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"that my love ah was \"\n",
      "that my love ah was just for you for our love but skin before uhi m burning my life there s a bad moon on the rise feels the neatingwe ll have burn in my broten will their glood rise taking the line that we can see your pancrecan t be foundsom the pendering storides i m calling you out darkin drig the lights a stanrical coy it starts to seeblet s got ina little girls with a baby i m getting so tired i will stop it up\n",
      "Epoch 67/100\n",
      "15924/15924 [==============================] - 836s 52ms/step - loss: 0.2323 - accuracy: 0.9242\n",
      "\n",
      "----- Generating text after Epoch: 66\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ve my peace of mind \"\n",
      "ve my peace of mind take a look ahead take a look ahead take a look ahead take a look has i give you money we not trying matis just the day is go down there it couldn t do to maybe i m walking alone take my handwe re one toomy jonining they wrote me on a little floor strong a thousand pills you torrous something you should know i just came to say hello i just came around round and round and really feel lonel many mem\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"\"\n",
      "cobvdbcjonxxibnssnobmxb bivgxcsxenvicdcnbbsmbofnbcbocmdiffbgebxcojvajxjxwnxbijnblcmxanvvotxiabinbcwlsccoaxveinincvlcvdjxbnbobrwdocnjnxbibaonvvkicicvvjxnnxttjbixv efmeijnlibjnbnicvxvcnmibnkbbnxvgiicn jbwwwcnhengvcxbcibwfbbaibxxnvmjwbmcxvodbnnoninivvvonigcidcbccnaicivjjsicfcnhncvxcxbxjxsomncivvxbcmwnewocecvbcninvvvvxbxonbnsxocjsoddnbnwitcihbniigniimbhtnijanwixgnvveixbjdtijvxleinixinonanswbivoaxvoeab\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"we metyou touched my\"\n",
      "we metyou touched my hand my heart well it s beon to me t make sto sait you know put you ll never know how spendshe s happine up until you smile on my little days you hart and your hund you child a million big spreaded i asked you tell your love but do i want for you to wish if you re everyone i ve got enough that you can run with me if you wanted to know if you feel so fuckin spflin a smy girl you move babe i ll a t\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"vil you could see it\"\n",
      "vil you could see it in sleep in the rivin around million bound oohburtion now i ve got lookin and she s gonei found her troubve the sting of you want to know just what it means more heep me say if you re trav lin slow you ll gotear some day i feel you ll find a way to in love with you oh carol i go di not there reel dound outch me cause he says and his kiss now not yesi ll keep my movin and i crize everything you ha\n",
      "Epoch 68/100\n",
      "15924/15924 [==============================] - 858s 54ms/step - loss: 0.2293 - accuracy: 0.9249\n",
      "\n",
      "----- Generating text after Epoch: 67\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"s pain i try to ever\"\n",
      "s pain i try to every night always ready to go i can t understand i had a big ole hope it s my father sometimes i think i wanna but i don t know if i should oh no the way i hope is nothing con ones you know they live it baby i got no time to messabed when you hold me in your arms and whisper dawnlet s shot a bekin bomb bown in the eye thing red dog you feel like another day another dawn i was some puck and beneathe s\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"y i don t know whyan\"\n",
      "y i don t know whyanymore oh no so fell the bass needs a figure all day to the wine baby it s all right that s just coursing right is the world s just the cannos mich and when they start to ready that main inside their sour packed lover sonces and somewhere in ohenfiver welterry ain t a coped clash ame she s out of sighen of the day i won t do right to the black those monces whinitbout me i love them in your sife i m\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"eaming till i see ma\"\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "eaming till i see marisly dancing i ve been i ve been praying hard said no more cause i better dust for you and me callaff my kite his mind is gonna blow me down i m gonna have some fun and metch it give it i love you set my south wanna say helt every hand all over quirter plase sade to conta get that she won t do secall to be for what went on run she couldn t hear my heart is breaking in front of me i have no choice\n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"rl you re fooling wi\"\n",
      "rl you re fooling within behind my backand i saw love and ving along we are our right make it beforewe dety where they stop that did you past and fact of my heart safd the cold before it must be my eyeah yeah yeahi can t help me you live now love sang i m bound yeah i don t mind it ain t me it ain t me i ain t no mili kept what this all of it when you re between my heart s out taken my memons aboves you days they tho\n"
     ]
    }
   ],
   "source": [
    "optimizer = Adam(lr=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-08, decay=0.0, amsgrad=False)\n",
    "\n",
    "model.compile(loss='categorical_crossentropy', optimizer=optimizer, metrics=[\"accuracy\"])\n",
    "\n",
    "history2 = model.fit(x, y,\n",
    "          batch_size=32,\n",
    "          epochs=100,\n",
    "         callbacks=[print_callback,early_stopping])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['loss', 'accuracy'])\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# list all data in history\n",
    "print(history2.history.keys())\n",
    "# summarize history for accuracy\n",
    "plt.plot(history2.history['accuracy'])\n",
    "plt.title('model accuracy')\n",
    "plt.ylabel('accuracy')\n",
    "plt.xlabel('epoch')\n",
    "plt.legend(['train', 'test'], loc='upper left')\n",
    "plt.show()\n",
    "# summarize history for loss\n",
    "plt.plot(history2.history['loss'])\n",
    "plt.title('model loss')\n",
    "plt.ylabel('loss')\n",
    "plt.xlabel('epoch')\n",
    "plt.legend(['train', 'test'], loc='upper left')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved model to disk\n"
     ]
    }
   ],
   "source": [
    "# serialize model to JSON\n",
    "model_json = model.to_json()\n",
    "with open(\"models/rock_model.json\", \"w\") as json_file:\n",
    "    json_file.write(model_json)\n",
    "# serialize weights to HDF5\n",
    "model.save_weights(\"models/rock_model.h5\")\n",
    "print(\"Saved model to disk\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded model from disk\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# load json and create model\n",
    "json_file = open('models/rock_model.json', 'r')\n",
    "loaded_model_json = json_file.read()\n",
    "json_file.close()\n",
    "model = model_from_json(loaded_model_json)\n",
    "# load weights into new model\n",
    "model.load_weights(\"models/rock_model.h5\")\n",
    "print(\"Loaded model from disk\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "accuracy: 93.25%\n"
     ]
    }
   ],
   "source": [
    " # evaluate loaded model\n",
    "optimizer = Adam(lr=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-08, decay=0.0, amsgrad=False)\n",
    "model.compile(loss='categorical_crossentropy', optimizer=optimizer, metrics=[\"accuracy\"])\n",
    "\n",
    "score = model.evaluate(x, y, verbose=0)\n",
    "print(\"%s: %.2f%%\" % (model.metrics_names[1], score[1]*100))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "def predict_lyrics(seed):\n",
    "\n",
    "    for diversity in [0.1, 0.2,0.4,0.6,0.8,1.0,1.2]:\n",
    "        print('----- diversity:', diversity)\n",
    "\n",
    "        generated = ''\n",
    "        sentence = seed[:INPUT_TEXT_LEN_FIXED].lower()\n",
    "        generated += sentence\n",
    "        print('----- Generating with seed: \"' + sentence + '\"')\n",
    "        sys.stdout.write(generated)\n",
    "\n",
    "        for i in range(400):\n",
    "            x_pred = np.zeros((1, INPUT_TEXT_LEN_FIXED, len(chars)))\n",
    "            for t, char in enumerate(sentence):\n",
    "                x_pred[0, t, char_to_index[char]] = 1.\n",
    "\n",
    "            preds = model.predict(x_pred, verbose=0)[0]\n",
    "            next_index = sample(preds, diversity)\n",
    "            next_char = index_to_char[next_index]\n",
    "\n",
    "            generated += next_char\n",
    "            sentence = sentence[1:] + next_char\n",
    "\n",
    "            sys.stdout.write(next_char)\n",
    "            sys.stdout.flush()\n",
    "        print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Model is trained to take 30 chars as input\n",
    "INPUT_TEXT_LEN_FIXED = 20 \n",
    "\n",
    "# This is the size of characters of output lyrics\n",
    "OUTPUT_CHARS = 400\n",
    "\n",
    "# Lyrics Alphabet Dictionary\n",
    "chars = [' ', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z']\n",
    "\n",
    "# Create a dictionary mapping from character to index \n",
    "char_to_index = dict((c, i) for i, c in enumerate(chars))\n",
    "\n",
    "# Create a dictionary mapping from index to character \n",
    "index_to_char = dict((i, c) for i, c in enumerate(chars))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "----- diversity: 0.1\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say i m just a time take my hand we ll have it all i can t see the children of tomorrow share their dreams with you babewish sheads a ride or noi ho what s inserend her weight refun remember that i was born to walk aloneand i miss breathing in and the cold beneath of youbut i can tell that i like my miss mercies so just think i m standing ready foxy and all i grat that you re part of me still for you\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say i m just a time take my hand we ll have i friend out feelin lookin so crazy right nowgot me lookin so crazy right nowgot me lookin so crazy right nowgot me hoping you will tell my long home and we are all the start so breathi m homing for a well rave on and a merepraped blumbake me to the top for days great s go right the write but i m cool cryin a playing at measkin to dance with the bass i love\n",
      "----- diversity: 0.4\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say i m on my wayi m on my wayhome sweet home you know that i ve had enough i could die wear reminds me your toes above oh baby baby the love s what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what you do to me what yo\n",
      "----- diversity: 0.6\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say i m gonna dance i wanna stay awaymorbad yeah that music used to start for where she s under my thumb a siamese cat a paddy jim girl blessed mehold the pain next one i wans it anybood cause i m too much so if you wanted to feel me but i can t get highi can after drawting watchinofincitand the prince that must be my girl yours don t look like thati said i was the countin can when your eyes and gree\n",
      "----- diversity: 0.8\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say cama act swing with my heart behind a mam when it s steption strangles all the mony of the waybream on the door towar away what s you i m going to what you all my heart savel my kitty in a toof love i think we ve got a bobby thun howshared he pats happened in need of her was a good want to really when you go oo yeah rock and roll man rock and roll until i ll watch bring me back when you hold me t\n",
      "----- diversity: 1.0\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say cama act swingin pain fall it out for bright worry amaring at nights out in her feet in a hiverbeat his sicknesse less like the big bad i m done one doom come came to the rock she couldn t stay awaydon t you know their andss i never said i just darnnow baby till it all away and take me on the turning baut it was cooling to set my soul going cold an old mouty every mindi told you oh what they all \n",
      "----- diversity: 1.2\n",
      "----- Generating with seed: \"you left without say\"\n",
      "you left without say where it does don t hide a poor lord through the wanty here changing around and aroundas i da rive but when you finally said save nothing reminds a mefuce reun wishes and slip and hurting yeah yeah air this confetti like a gameboar s to kind of the gal is red hot enver stalve somewhen they re felt a ponibution i ve been a cat bradi lave kennyour s been a sound for envideneg despain now broom ligh\n"
     ]
    }
   ],
   "source": [
    "seed = \"you left without saying\"\n",
    "\n",
    "\n",
    "# Given function will use the seed string to generate the most probable next 400 characters\n",
    "predict_lyrics(seed)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "name": "ipython",
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