diff --git a/solution.ipynb b/solution.ipynb
index 48a736b..167cea3 100644
--- a/solution.ipynb
+++ b/solution.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 316,
+   "execution_count": 60,
    "id": "ddcaf12b",
    "metadata": {},
    "outputs": [],
@@ -26,17 +26,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 317,
+   "execution_count": 61,
    "id": "70e3b6e3",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "8760"
+       "9360"
       ]
      },
-     "execution_count": 317,
+     "execution_count": 61,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -45,12 +45,14 @@
     "in_columns = ['id_stacji', 'nazwa_stacji', 'typ_zbioru', 'rok', 'miesiąc']\n",
     "\n",
     "df = pd.read_csv('train/in.tsv', names=in_columns, sep='\\t')\n",
+    "df2 = pd.read_csv('dev-0/in.tsv', names=in_columns, sep='\\t')\n",
+    "df = pd.concat([df, df2])\n",
     "len(df)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 318,
+   "execution_count": 62,
    "id": "44f404d6",
    "metadata": {},
    "outputs": [
@@ -60,7 +62,7 @@
        "720"
       ]
      },
-     "execution_count": 318,
+     "execution_count": 62,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -72,17 +74,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 319,
+   "execution_count": 63,
    "id": "c760402a",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "9480"
+       "10080"
       ]
      },
-     "execution_count": 319,
+     "execution_count": 63,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -94,7 +96,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 320,
+   "execution_count": 64,
    "id": "06f39e15",
    "metadata": {},
    "outputs": [],
@@ -104,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 321,
+   "execution_count": 65,
    "id": "91c047f6",
    "metadata": {},
    "outputs": [
@@ -419,7 +421,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>9480 rows × 73 columns</p>\n",
+       "<p>10080 rows × 73 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -488,10 +490,10 @@
        "718          0          0          0           0           1           0  \n",
        "719          0          0          0           0           0           1  \n",
        "\n",
-       "[9480 rows x 73 columns]"
+       "[10080 rows x 73 columns]"
       ]
      },
-     "execution_count": 321,
+     "execution_count": 65,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -503,7 +505,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 322,
+   "execution_count": 66,
    "id": "037f1315",
    "metadata": {},
    "outputs": [],
@@ -513,7 +515,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 323,
+   "execution_count": 67,
    "id": "e03bae07",
    "metadata": {},
    "outputs": [
@@ -707,7 +709,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8755</th>\n",
+       "      <th>595</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -731,7 +733,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8756</th>\n",
+       "      <th>596</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -755,7 +757,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8757</th>\n",
+       "      <th>597</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -779,7 +781,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8758</th>\n",
+       "      <th>598</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -803,7 +805,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8759</th>\n",
+       "      <th>599</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -828,79 +830,79 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>8760 rows × 73 columns</p>\n",
+       "<p>9360 rows × 73 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      id_stacji_249180010  id_stacji_249190560  id_stacji_249200370  \\\n",
-       "0                       1                    0                    0   \n",
-       "1                       1                    0                    0   \n",
-       "2                       1                    0                    0   \n",
-       "3                       1                    0                    0   \n",
-       "4                       1                    0                    0   \n",
-       "...                   ...                  ...                  ...   \n",
-       "8755                    0                    0                    0   \n",
-       "8756                    0                    0                    0   \n",
-       "8757                    0                    0                    0   \n",
-       "8758                    0                    0                    0   \n",
-       "8759                    0                    0                    0   \n",
+       "     id_stacji_249180010  id_stacji_249190560  id_stacji_249200370  \\\n",
+       "0                      1                    0                    0   \n",
+       "1                      1                    0                    0   \n",
+       "2                      1                    0                    0   \n",
+       "3                      1                    0                    0   \n",
+       "4                      1                    0                    0   \n",
+       "..                   ...                  ...                  ...   \n",
+       "595                    0                    0                    0   \n",
+       "596                    0                    0                    0   \n",
+       "597                    0                    0                    0   \n",
+       "598                    0                    0                    0   \n",
+       "599                    0                    0                    0   \n",
        "\n",
-       "      id_stacji_249200490  id_stacji_249220150  id_stacji_249220180  \\\n",
-       "0                       0                    0                    0   \n",
-       "1                       0                    0                    0   \n",
-       "2                       0                    0                    0   \n",
-       "3                       0                    0                    0   \n",
-       "4                       0                    0                    0   \n",
-       "...                   ...                  ...                  ...   \n",
-       "8755                    0                    0                    0   \n",
-       "8756                    0                    0                    0   \n",
-       "8757                    0                    0                    0   \n",
-       "8758                    0                    0                    0   \n",
-       "8759                    0                    0                    0   \n",
+       "     id_stacji_249200490  id_stacji_249220150  id_stacji_249220180  \\\n",
+       "0                      0                    0                    0   \n",
+       "1                      0                    0                    0   \n",
+       "2                      0                    0                    0   \n",
+       "3                      0                    0                    0   \n",
+       "4                      0                    0                    0   \n",
+       "..                   ...                  ...                  ...   \n",
+       "595                    0                    0                    0   \n",
+       "596                    0                    0                    0   \n",
+       "597                    0                    0                    0   \n",
+       "598                    0                    0                    0   \n",
+       "599                    0                    0                    0   \n",
        "\n",
-       "      id_stacji_250190160  id_stacji_250190390  id_stacji_250210130  \\\n",
-       "0                       0                    0                    0   \n",
-       "1                       0                    0                    0   \n",
-       "2                       0                    0                    0   \n",
-       "3                       0                    0                    0   \n",
-       "4                       0                    0                    0   \n",
-       "...                   ...                  ...                  ...   \n",
-       "8755                    0                    0                    0   \n",
-       "8756                    0                    0                    0   \n",
-       "8757                    0                    0                    0   \n",
-       "8758                    0                    0                    0   \n",
-       "8759                    0                    0                    0   \n",
+       "     id_stacji_250190160  id_stacji_250190390  id_stacji_250210130  \\\n",
+       "0                      0                    0                    0   \n",
+       "1                      0                    0                    0   \n",
+       "2                      0                    0                    0   \n",
+       "3                      0                    0                    0   \n",
+       "4                      0                    0                    0   \n",
+       "..                   ...                  ...                  ...   \n",
+       "595                    0                    0                    0   \n",
+       "596                    0                    0                    0   \n",
+       "597                    0                    0                    0   \n",
+       "598                    0                    0                    0   \n",
+       "599                    0                    0                    0   \n",
        "\n",
-       "      id_stacji_251170090  ...  miesiąc_3  miesiąc_4  miesiąc_5  miesiąc_6  \\\n",
-       "0                       0  ...          0          0          0          0   \n",
-       "1                       0  ...          0          0          0          0   \n",
-       "2                       0  ...          1          0          0          0   \n",
-       "3                       0  ...          0          1          0          0   \n",
-       "4                       0  ...          0          0          1          0   \n",
-       "...                   ...  ...        ...        ...        ...        ...   \n",
-       "8755                    0  ...          0          0          0          0   \n",
-       "8756                    0  ...          0          0          0          0   \n",
-       "8757                    0  ...          0          0          0          0   \n",
-       "8758                    0  ...          0          0          0          0   \n",
-       "8759                    0  ...          0          0          0          0   \n",
+       "     id_stacji_251170090  ...  miesiąc_3  miesiąc_4  miesiąc_5  miesiąc_6  \\\n",
+       "0                      0  ...          0          0          0          0   \n",
+       "1                      0  ...          0          0          0          0   \n",
+       "2                      0  ...          1          0          0          0   \n",
+       "3                      0  ...          0          1          0          0   \n",
+       "4                      0  ...          0          0          1          0   \n",
+       "..                   ...  ...        ...        ...        ...        ...   \n",
+       "595                    0  ...          0          0          0          0   \n",
+       "596                    0  ...          0          0          0          0   \n",
+       "597                    0  ...          0          0          0          0   \n",
+       "598                    0  ...          0          0          0          0   \n",
+       "599                    0  ...          0          0          0          0   \n",
        "\n",
-       "      miesiąc_7  miesiąc_8  miesiąc_9  miesiąc_10  miesiąc_11  miesiąc_12  \n",
-       "0             0          0          0           0           0           0  \n",
-       "1             0          0          0           0           0           0  \n",
-       "2             0          0          0           0           0           0  \n",
-       "3             0          0          0           0           0           0  \n",
-       "4             0          0          0           0           0           0  \n",
-       "...         ...        ...        ...         ...         ...         ...  \n",
-       "8755          0          1          0           0           0           0  \n",
-       "8756          0          0          1           0           0           0  \n",
-       "8757          0          0          0           1           0           0  \n",
-       "8758          0          0          0           0           1           0  \n",
-       "8759          0          0          0           0           0           1  \n",
+       "     miesiąc_7  miesiąc_8  miesiąc_9  miesiąc_10  miesiąc_11  miesiąc_12  \n",
+       "0            0          0          0           0           0           0  \n",
+       "1            0          0          0           0           0           0  \n",
+       "2            0          0          0           0           0           0  \n",
+       "3            0          0          0           0           0           0  \n",
+       "4            0          0          0           0           0           0  \n",
+       "..         ...        ...        ...         ...         ...         ...  \n",
+       "595          0          1          0           0           0           0  \n",
+       "596          0          0          1           0           0           0  \n",
+       "597          0          0          0           1           0           0  \n",
+       "598          0          0          0           0           1           0  \n",
+       "599          0          0          0           0           0           1  \n",
        "\n",
-       "[8760 rows x 73 columns]"
+       "[9360 rows x 73 columns]"
       ]
      },
-     "execution_count": 323,
+     "execution_count": 67,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -911,122 +913,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 324,
+   "execution_count": 68,
    "id": "ede98181",
    "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>rainfall</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>19.4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>43.2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>72.2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>25.3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>89.3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8755</th>\n",
-       "      <td>114.9</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8756</th>\n",
-       "      <td>101.2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8757</th>\n",
-       "      <td>20.4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8758</th>\n",
-       "      <td>93.2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8759</th>\n",
-       "      <td>46.9</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>8760 rows × 1 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      rainfall\n",
-       "0         19.4\n",
-       "1         43.2\n",
-       "2         72.2\n",
-       "3         25.3\n",
-       "4         89.3\n",
-       "...        ...\n",
-       "8755     114.9\n",
-       "8756     101.2\n",
-       "8757      20.4\n",
-       "8758      93.2\n",
-       "8759      46.9\n",
-       "\n",
-       "[8760 rows x 1 columns]"
-      ]
-     },
-     "execution_count": 324,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "y = pd.read_csv('train/expected.tsv', sep='\\t', names=['rainfall'])\n",
+    "y2 = pd.read_csv('dev-0/expected.tsv', sep='\\t', names=['rainfall'])\n",
     "#y = np.array(y).reshape(1,-1)\n",
-    "y"
+    "y = pd.concat([y,y2])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 325,
+   "execution_count": 69,
    "id": "9a950571",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Define model\n",
     "model = Sequential()\n",
-    "model.add(Dense(1024, input_dim=73, activation= \"relu\"))\n",
+    "model.add(Dense(2048, input_dim=73, activation= \"relu\"))\n",
+    "model.add(Dense(1024, activation= \"relu\"))\n",
     "model.add(Dense(512, activation= \"relu\"))\n",
     "model.add(Dense(256, activation= \"relu\"))\n",
     "model.add(Dense(128, activation= \"relu\"))\n",
@@ -1039,7 +947,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 326,
+   "execution_count": 70,
    "id": "f68e43f9",
    "metadata": {},
    "outputs": [],
@@ -1051,7 +959,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 327,
+   "execution_count": 71,
    "id": "c1036c04",
    "metadata": {},
    "outputs": [],
@@ -1061,7 +969,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 328,
+   "execution_count": 72,
    "id": "cec44474",
    "metadata": {},
    "outputs": [
@@ -1071,23 +979,24 @@
      "text": [
       "(None, 73) <dtype: 'float32'>\n",
       "(None, 1) <dtype: 'float32'>\n",
-      "dense_103 (None, 73) float32\n",
-      "dense_104 (None, 1024) float32\n",
-      "dense_105 (None, 512) float32\n",
-      "dense_106 (None, 256) float32\n",
-      "dense_107 (None, 128) float32\n",
-      "dense_108 (None, 64) float32\n",
-      "dense_109 (None, 32) float32\n",
-      "dense_110 (None, 16) float32\n"
+      "dense_26 (None, 73) float32\n",
+      "dense_27 (None, 2048) float32\n",
+      "dense_28 (None, 1024) float32\n",
+      "dense_29 (None, 512) float32\n",
+      "dense_30 (None, 256) float32\n",
+      "dense_31 (None, 128) float32\n",
+      "dense_32 (None, 64) float32\n",
+      "dense_33 (None, 32) float32\n",
+      "dense_34 (None, 16) float32\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "[None, None, None, None, None, None, None, None]"
+       "[None, None, None, None, None, None, None, None, None]"
       ]
      },
-     "execution_count": 328,
+     "execution_count": 72,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1100,7 +1009,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 329,
+   "execution_count": 73,
    "id": "eb9cb318",
    "metadata": {
     "scrolled": true
@@ -1111,174 +1020,174 @@
      "output_type": "stream",
      "text": [
       "Epoch 1/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 1148.3020 - mean_squared_error: 1148.3020\n",
+      "293/293 [==============================] - 6s 17ms/step - loss: 1134.1598 - mean_squared_error: 1134.1598\n",
       "Epoch 2/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 763.9616 - mean_squared_error: 763.9616\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 714.3663 - mean_squared_error: 714.3663\n",
       "Epoch 3/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 545.3013 - mean_squared_error: 545.3013\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 530.2103 - mean_squared_error: 530.2103\n",
       "Epoch 4/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 461.5141 - mean_squared_error: 461.5141\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 466.3124 - mean_squared_error: 466.3124\n",
       "Epoch 5/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 422.0508 - mean_squared_error: 422.0508\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 408.9340 - mean_squared_error: 408.9340\n",
       "Epoch 6/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 391.7643 - mean_squared_error: 391.7643\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 376.8569 - mean_squared_error: 376.8569\n",
       "Epoch 7/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 331.7844 - mean_squared_error: 331.7844\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 306.2373 - mean_squared_error: 306.2373\n",
       "Epoch 8/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 301.6153 - mean_squared_error: 301.6153\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 265.6877 - mean_squared_error: 265.6877\n",
       "Epoch 9/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 260.0949 - mean_squared_error: 260.0949\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 232.4935 - mean_squared_error: 232.4935\n",
       "Epoch 10/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 224.1433 - mean_squared_error: 224.1433\n",
+      "293/293 [==============================] - 5s 18ms/step - loss: 190.4526 - mean_squared_error: 190.4526\n",
       "Epoch 11/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 201.2247 - mean_squared_error: 201.2247\n",
+      "293/293 [==============================] - 5s 18ms/step - loss: 145.0189 - mean_squared_error: 145.0189\n",
       "Epoch 12/80\n",
-      "274/274 [==============================] - 1s 5ms/step - loss: 170.9166 - mean_squared_error: 170.9166\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 119.3220 - mean_squared_error: 119.3220\n",
       "Epoch 13/80\n",
-      "274/274 [==============================] - 1s 5ms/step - loss: 139.1919 - mean_squared_error: 139.1919\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 91.1009 - mean_squared_error: 91.1009\n",
       "Epoch 14/80\n",
-      "274/274 [==============================] - 1s 5ms/step - loss: 115.9581 - mean_squared_error: 115.9581\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 74.9345 - mean_squared_error: 74.9345\n",
       "Epoch 15/80\n",
-      "274/274 [==============================] - 1s 5ms/step - loss: 103.9778 - mean_squared_error: 103.9778\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 60.5697 - mean_squared_error: 60.5697\n",
       "Epoch 16/80\n",
-      "274/274 [==============================] - 1s 5ms/step - loss: 88.2708 - mean_squared_error: 88.2708\n",
+      "293/293 [==============================] - 5s 18ms/step - loss: 60.6215 - mean_squared_error: 60.6215\n",
       "Epoch 17/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 72.0225 - mean_squared_error: 72.0225\n",
+      "293/293 [==============================] - 5s 18ms/step - loss: 53.4988 - mean_squared_error: 53.4988\n",
       "Epoch 18/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 63.5714 - mean_squared_error: 63.5714\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 46.9713 - mean_squared_error: 46.9713\n",
       "Epoch 19/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 56.0757 - mean_squared_error: 56.0757\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 43.6367 - mean_squared_error: 43.6367\n",
       "Epoch 20/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 52.9535 - mean_squared_error: 52.9535\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 43.7172 - mean_squared_error: 43.7172\n",
       "Epoch 21/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 50.0143 - mean_squared_error: 50.0143\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 38.5771 - mean_squared_error: 38.5771\n",
       "Epoch 22/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 41.2315 - mean_squared_error: 41.2315\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 39.4714 - mean_squared_error: 39.4714\n",
       "Epoch 23/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 39.8365 - mean_squared_error: 39.8365\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 40.1202 - mean_squared_error: 40.1202\n",
       "Epoch 24/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 41.5614 - mean_squared_error: 41.5614\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 53.1920 - mean_squared_error: 53.1920\n",
       "Epoch 25/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 42.3862 - mean_squared_error: 42.3862\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 45.4968 - mean_squared_error: 45.4968\n",
       "Epoch 26/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 38.0177 - mean_squared_error: 38.0177\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 34.6478 - mean_squared_error: 34.6478\n",
       "Epoch 27/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 36.0990 - mean_squared_error: 36.0990\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 29.7110 - mean_squared_error: 29.7110\n",
       "Epoch 28/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 41.5000 - mean_squared_error: 41.5000\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 24.7331 - mean_squared_error: 24.7331\n",
       "Epoch 29/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 37.8813 - mean_squared_error: 37.8813\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 31.2403 - mean_squared_error: 31.2403\n",
       "Epoch 30/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 37.9894 - mean_squared_error: 37.9894\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 28.0005 - mean_squared_error: 28.0005\n",
       "Epoch 31/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 31.0013 - mean_squared_error: 31.0013\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 29.0533 - mean_squared_error: 29.0533\n",
       "Epoch 32/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 24.9764 - mean_squared_error: 24.9764\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 30.9709 - mean_squared_error: 30.9709\n",
       "Epoch 33/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 31.9433 - mean_squared_error: 31.9433\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 27.8636 - mean_squared_error: 27.8636\n",
       "Epoch 34/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 31.7013 - mean_squared_error: 31.7013\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 38.6768 - mean_squared_error: 38.6768\n",
       "Epoch 35/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 29.5324 - mean_squared_error: 29.5324\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 36.2994 - mean_squared_error: 36.2994\n",
       "Epoch 36/80\n",
-      "274/274 [==============================] - 2s 5ms/step - loss: 32.4733 - mean_squared_error: 32.4733\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 32.9632 - mean_squared_error: 32.9632\n",
       "Epoch 37/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 23.7742 - mean_squared_error: 23.7742\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 34.0196 - mean_squared_error: 34.0196\n",
       "Epoch 38/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 27.0307 - mean_squared_error: 27.0307\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 27.4301 - mean_squared_error: 27.4301\n",
       "Epoch 39/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 28.7847 - mean_squared_error: 28.7847\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 21.3594 - mean_squared_error: 21.3594\n",
       "Epoch 40/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 31.0826 - mean_squared_error: 31.0826\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 15.9413 - mean_squared_error: 15.9413\n",
       "Epoch 41/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 26.5976 - mean_squared_error: 26.5976\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 21.4223 - mean_squared_error: 21.4223\n",
       "Epoch 42/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 24.3899 - mean_squared_error: 24.3899\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 24.0689 - mean_squared_error: 24.0689\n",
       "Epoch 43/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 20.7662 - mean_squared_error: 20.7662\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 21.8016 - mean_squared_error: 21.8016\n",
       "Epoch 44/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.0226 - mean_squared_error: 19.0226\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 22.8678 - mean_squared_error: 22.8678\n",
       "Epoch 45/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.3724 - mean_squared_error: 19.3724\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 19.4661 - mean_squared_error: 19.4661\n",
       "Epoch 46/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 24.7011 - mean_squared_error: 24.7011\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 21.0602 - mean_squared_error: 21.0602\n",
       "Epoch 47/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 25.1954 - mean_squared_error: 25.1954\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 21.4916 - mean_squared_error: 21.4916\n",
       "Epoch 48/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 29.5989 - mean_squared_error: 29.5989\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 24.5567 - mean_squared_error: 24.5567\n",
       "Epoch 49/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 22.7573 - mean_squared_error: 22.7573\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 23.9477 - mean_squared_error: 23.9477\n",
       "Epoch 50/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 23.1566 - mean_squared_error: 23.1566\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 21.6010 - mean_squared_error: 21.6010\n",
       "Epoch 51/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 18.3705 - mean_squared_error: 18.3705\n",
+      "293/293 [==============================] - 5s 18ms/step - loss: 19.9157 - mean_squared_error: 19.9157\n",
       "Epoch 52/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 16.7029 - mean_squared_error: 16.7029\n",
+      "293/293 [==============================] - 6s 19ms/step - loss: 21.2413 - mean_squared_error: 21.2413\n",
       "Epoch 53/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 16.9602 - mean_squared_error: 16.9602\n",
+      "293/293 [==============================] - 6s 19ms/step - loss: 23.5774 - mean_squared_error: 23.5774\n",
       "Epoch 54/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 21.2996 - mean_squared_error: 21.2996\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 20.9708 - mean_squared_error: 20.9708\n",
       "Epoch 55/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.7800 - mean_squared_error: 19.7800\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 16.7699 - mean_squared_error: 16.7699\n",
       "Epoch 56/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.7060 - mean_squared_error: 19.7060\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 11.5884 - mean_squared_error: 11.5884\n",
       "Epoch 57/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 20.6657 - mean_squared_error: 20.6657\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 11.2608 - mean_squared_error: 11.2608\n",
       "Epoch 58/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.9114 - mean_squared_error: 19.9114\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 13.6555 - mean_squared_error: 13.6555\n",
       "Epoch 59/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 15.5104 - mean_squared_error: 15.5104\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 16.4050 - mean_squared_error: 16.4050\n",
       "Epoch 60/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 14.6696 - mean_squared_error: 14.6696\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 23.0564 - mean_squared_error: 23.0564\n",
       "Epoch 61/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 15.2659 - mean_squared_error: 15.2659\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 28.0808 - mean_squared_error: 28.0808\n",
       "Epoch 62/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 18.6857 - mean_squared_error: 18.6857\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 19.2690 - mean_squared_error: 19.2690\n",
       "Epoch 63/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 19.9120 - mean_squared_error: 19.9120\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 14.3920 - mean_squared_error: 14.3920\n",
       "Epoch 64/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 22.7588 - mean_squared_error: 22.7588\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 12.5167 - mean_squared_error: 12.5167\n",
       "Epoch 65/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 18.3624 - mean_squared_error: 18.3624\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 14.2031 - mean_squared_error: 14.2031\n",
       "Epoch 66/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.8439 - mean_squared_error: 19.8439\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 13.2670 - mean_squared_error: 13.2670\n",
       "Epoch 67/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 15.1439 - mean_squared_error: 15.1439\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 15.0297 - mean_squared_error: 15.0297\n",
       "Epoch 68/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 14.6623 - mean_squared_error: 14.6623\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 16.3161 - mean_squared_error: 16.3161\n",
       "Epoch 69/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 14.0223 - mean_squared_error: 14.0223\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 14.6367 - mean_squared_error: 14.6367\n",
       "Epoch 70/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 20.7763 - mean_squared_error: 20.7763\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 12.4564 - mean_squared_error: 12.4564\n",
       "Epoch 71/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 19.1875 - mean_squared_error: 19.1875\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 11.4511 - mean_squared_error: 11.4511\n",
       "Epoch 72/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 14.1436 - mean_squared_error: 14.1436\n",
+      "293/293 [==============================] - 5s 17ms/step - loss: 14.1012 - mean_squared_error: 14.1012\n",
       "Epoch 73/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 14.2062 - mean_squared_error: 14.2062\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 15.6135 - mean_squared_error: 15.6135\n",
       "Epoch 74/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 10.8038 - mean_squared_error: 10.8038\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 16.4932 - mean_squared_error: 16.4932\n",
       "Epoch 75/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 10.9576 - mean_squared_error: 10.9576\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 12.8654 - mean_squared_error: 12.8654\n",
       "Epoch 76/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 12.1856 - mean_squared_error: 12.1856\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 10.6150 - mean_squared_error: 10.6150\n",
       "Epoch 77/80\n",
-      "274/274 [==============================] - 2s 7ms/step - loss: 12.5274 - mean_squared_error: 12.5274\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 11.0828 - mean_squared_error: 11.0828\n",
       "Epoch 78/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 14.9551 - mean_squared_error: 14.9551\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 12.4208 - mean_squared_error: 12.4208\n",
       "Epoch 79/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 15.9294 - mean_squared_error: 15.9294\n",
+      "293/293 [==============================] - 5s 16ms/step - loss: 13.5073 - mean_squared_error: 13.5073\n",
       "Epoch 80/80\n",
-      "274/274 [==============================] - 2s 6ms/step - loss: 16.6070 - mean_squared_error: 16.6070\n"
+      "293/293 [==============================] - 5s 16ms/step - loss: 13.8812 - mean_squared_error: 13.8812\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "<keras.callbacks.History at 0x20e7057ed30>"
+       "<keras.callbacks.History at 0x1b6116d01c0>"
       ]
      },
-     "execution_count": 329,
+     "execution_count": 73,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1290,7 +1199,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 330,
+   "execution_count": 74,
    "id": "bad4d35a",
    "metadata": {},
    "outputs": [],
@@ -1303,7 +1212,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 331,
+   "execution_count": 75,
    "id": "a3b6fff0",
    "metadata": {},
    "outputs": [
@@ -1313,7 +1222,7 @@
        "9480"
       ]
      },
-     "execution_count": 331,
+     "execution_count": 75,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1325,7 +1234,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 332,
+   "execution_count": 76,
    "id": "cdf89362",
    "metadata": {},
    "outputs": [
@@ -1335,7 +1244,7 @@
        "9480"
       ]
      },
-     "execution_count": 332,
+     "execution_count": 76,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1347,7 +1256,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 333,
+   "execution_count": 77,
    "id": "fe00b876",
    "metadata": {},
    "outputs": [
@@ -1734,7 +1643,7 @@
        "[9480 rows x 73 columns]"
       ]
      },
-     "execution_count": 333,
+     "execution_count": 77,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1746,7 +1655,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 334,
+   "execution_count": 78,
    "id": "657a7976",
    "metadata": {},
    "outputs": [
@@ -1940,7 +1849,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>715</th>\n",
+       "      <th>115</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -1964,7 +1873,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>716</th>\n",
+       "      <th>116</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -1988,7 +1897,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>717</th>\n",
+       "      <th>117</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -2012,7 +1921,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>718</th>\n",
+       "      <th>118</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -2036,7 +1945,7 @@
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>719</th>\n",
+       "      <th>119</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -2061,7 +1970,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>720 rows × 73 columns</p>\n",
+       "<p>120 rows × 73 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -2072,11 +1981,11 @@
        "3                      0                    0                    1   \n",
        "4                      0                    0                    1   \n",
        "..                   ...                  ...                  ...   \n",
-       "715                    0                    0                    0   \n",
-       "716                    0                    0                    0   \n",
-       "717                    0                    0                    0   \n",
-       "718                    0                    0                    0   \n",
-       "719                    0                    0                    0   \n",
+       "115                    0                    0                    0   \n",
+       "116                    0                    0                    0   \n",
+       "117                    0                    0                    0   \n",
+       "118                    0                    0                    0   \n",
+       "119                    0                    0                    0   \n",
        "\n",
        "     id_stacji_249200490  id_stacji_249220150  id_stacji_249220180  \\\n",
        "0                      0                    0                    0   \n",
@@ -2085,11 +1994,11 @@
        "3                      0                    0                    0   \n",
        "4                      0                    0                    0   \n",
        "..                   ...                  ...                  ...   \n",
-       "715                    0                    0                    0   \n",
-       "716                    0                    0                    0   \n",
-       "717                    0                    0                    0   \n",
-       "718                    0                    0                    0   \n",
-       "719                    0                    0                    0   \n",
+       "115                    0                    0                    0   \n",
+       "116                    0                    0                    0   \n",
+       "117                    0                    0                    0   \n",
+       "118                    0                    0                    0   \n",
+       "119                    0                    0                    0   \n",
        "\n",
        "     id_stacji_250190160  id_stacji_250190390  id_stacji_250210130  \\\n",
        "0                      0                    0                    0   \n",
@@ -2098,11 +2007,11 @@
        "3                      0                    0                    0   \n",
        "4                      0                    0                    0   \n",
        "..                   ...                  ...                  ...   \n",
-       "715                    0                    0                    0   \n",
-       "716                    0                    0                    0   \n",
-       "717                    0                    0                    0   \n",
-       "718                    0                    0                    0   \n",
-       "719                    0                    0                    0   \n",
+       "115                    0                    0                    0   \n",
+       "116                    0                    0                    0   \n",
+       "117                    0                    0                    0   \n",
+       "118                    0                    0                    0   \n",
+       "119                    0                    0                    0   \n",
        "\n",
        "     id_stacji_251170090  ...  miesiąc_3  miesiąc_4  miesiąc_5  miesiąc_6  \\\n",
        "0                      0  ...          0          0          0          0   \n",
@@ -2111,11 +2020,11 @@
        "3                      0  ...          0          1          0          0   \n",
        "4                      0  ...          0          0          1          0   \n",
        "..                   ...  ...        ...        ...        ...        ...   \n",
-       "715                    0  ...          0          0          0          0   \n",
-       "716                    0  ...          0          0          0          0   \n",
-       "717                    0  ...          0          0          0          0   \n",
-       "718                    0  ...          0          0          0          0   \n",
-       "719                    0  ...          0          0          0          0   \n",
+       "115                    0  ...          0          0          0          0   \n",
+       "116                    0  ...          0          0          0          0   \n",
+       "117                    0  ...          0          0          0          0   \n",
+       "118                    0  ...          0          0          0          0   \n",
+       "119                    0  ...          0          0          0          0   \n",
        "\n",
        "     miesiąc_7  miesiąc_8  miesiąc_9  miesiąc_10  miesiąc_11  miesiąc_12  \n",
        "0            0          0          0           0           0           0  \n",
@@ -2124,28 +2033,28 @@
        "3            0          0          0           0           0           0  \n",
        "4            0          0          0           0           0           0  \n",
        "..         ...        ...        ...         ...         ...         ...  \n",
-       "715          0          1          0           0           0           0  \n",
-       "716          0          0          1           0           0           0  \n",
-       "717          0          0          0           1           0           0  \n",
-       "718          0          0          0           0           1           0  \n",
-       "719          0          0          0           0           0           1  \n",
+       "115          0          1          0           0           0           0  \n",
+       "116          0          0          1           0           0           0  \n",
+       "117          0          0          0           1           0           0  \n",
+       "118          0          0          0           0           1           0  \n",
+       "119          0          0          0           0           0           1  \n",
        "\n",
-       "[720 rows x 73 columns]"
+       "[120 rows x 73 columns]"
       ]
      },
-     "execution_count": 334,
+     "execution_count": 78,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "x_test = x_test.iloc[:-8760]\n",
+    "x_test = x_test.iloc[:-9360]\n",
     "x_test"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 335,
+   "execution_count": 79,
    "id": "1163c550",
    "metadata": {},
    "outputs": [
@@ -2153,7 +2062,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "23/23 [==============================] - 0s 2ms/step\n"
+      "4/4 [==============================] - 0s 3ms/step\n"
      ]
     }
    ],
@@ -2163,7 +2072,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 336,
+   "execution_count": 80,
    "id": "6c24ee76",
    "metadata": {},
    "outputs": [
@@ -2171,7 +2080,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "23/23 [==============================] - 0s 2ms/step\n"
+      "4/4 [==============================] - 0s 3ms/step\n"
      ]
     }
    ],
diff --git a/test-A/out.tsv b/test-A/out.tsv
index e94691d..87e609d 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
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