From 9ea7bd22eaabfcdebc772b7be6272c185a1aec89 Mon Sep 17 00:00:00 2001
From: Dusan Randjelovic <randjelovicdushan@gmail.com>
Date: Fri, 8 Mar 2019 13:55:39 +0100
Subject: [PATCH] fine-tuning tests

---
 experiments/ULMFit sr-WT103 SerbMR.ipynb | 82 +++++++++++-------------
 1 file changed, 37 insertions(+), 45 deletions(-)

diff --git a/experiments/ULMFit sr-WT103 SerbMR.ipynb b/experiments/ULMFit sr-WT103 SerbMR.ipynb
index 3c10b47..0d7cf62 100644
--- a/experiments/ULMFit sr-WT103 SerbMR.ipynb	
+++ b/experiments/ULMFit sr-WT103 SerbMR.ipynb	
@@ -1717,31 +1717,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "\n",
-       "    <div>\n",
-       "        <style>\n",
-       "            /* Turns off some styling */\n",
-       "            progress {\n",
-       "                /* gets rid of default border in Firefox and Opera. */\n",
-       "                border: none;\n",
-       "                /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
-       "                background-size: auto;\n",
-       "            }\n",
-       "            .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
-       "                background: #F44336;\n",
-       "            }\n",
-       "        </style>\n",
-       "      <progress value='1' class='' max='5', style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-       "      20.00% [1/5 07:45<31:03]\n",
-       "    </div>\n",
-       "    \n",
-       "<table border=\"1\" class=\"dataframe\">\n",
+       "Total time: 38:50 <p><table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: left;\">\n",
        "      <th>epoch</th>\n",
@@ -1759,26 +1741,36 @@
        "      <td>0.098847</td>\n",
        "      <td>07:45</td>\n",
        "    </tr>\n",
+       "    <tr>\n",
+       "      <td>2</td>\n",
+       "      <td>7.923304</td>\n",
+       "      <td>6.849576</td>\n",
+       "      <td>0.080370</td>\n",
+       "      <td>07:45</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>3</td>\n",
+       "      <td>7.741873</td>\n",
+       "      <td>6.744269</td>\n",
+       "      <td>0.107976</td>\n",
+       "      <td>07:46</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>4</td>\n",
+       "      <td>7.439300</td>\n",
+       "      <td>6.531137</td>\n",
+       "      <td>0.138666</td>\n",
+       "      <td>07:45</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <td>5</td>\n",
+       "      <td>7.371259</td>\n",
+       "      <td>6.525964</td>\n",
+       "      <td>0.144158</td>\n",
+       "      <td>07:46</td>\n",
+       "    </tr>\n",
        "  </tbody>\n",
-       "</table><p>\n",
-       "\n",
-       "    <div>\n",
-       "        <style>\n",
-       "            /* Turns off some styling */\n",
-       "            progress {\n",
-       "                /* gets rid of default border in Firefox and Opera. */\n",
-       "                border: none;\n",
-       "                /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
-       "                background-size: auto;\n",
-       "            }\n",
-       "            .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
-       "                background: #F44336;\n",
-       "            }\n",
-       "        </style>\n",
-       "      <progress value='1780' class='' max='2863', style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-       "      62.17% [1780/2863 04:27<02:42 8.2274]\n",
-       "    </div>\n",
-       "    "
+       "</table>"
       ],
       "text/plain": [
        "<IPython.core.display.HTML object>"
@@ -1794,7 +1786,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1804,7 +1796,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1814,7 +1806,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1826,15 +1818,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "тестирањем овог модела добија се налази се одвија у филму , Захваљујући затим\n",
-      "тестирањем овог модела добија се . Тхе Оф Тхе Добри\n"
+      "тестирањем овог модела добија се филм у ако што га који скромном у за бити\n",
+      "тестирањем овог модела добија се да која на , да . и које на\n"
      ]
     }
    ],