ARAR_9_iterations.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_path = \"LifeGPT\\\\\"\n",
    "\n",
    "test_file = data_path + \"conway_test_states_32by32_20240716_151502.csv\"\n",
    "\n",
    "import pandas as pd\n",
    "df_test = pd.read_csv(test_file)\n",
    "\n",
    "future_steps_list = [2]\n",
    "start_char = '@'\n",
    "end_char = '$'\n",
    "mask_char = ['_']\n",
    "# Function to generate data\n",
    "def generate_data(df, future_steps):\n",
    "    X_data = []\n",
    "    for i in range(len(df['State 1'])):\n",
    "        future_state_col = f'State {future_steps}'\n",
    "        if future_state_col in df.columns:\n",
    "            str_ = f\"{start_char}PredictNextState<{df['State 1'][i]}> [{df[future_state_col][i]}]{end_char}\"\n",
    "            X_data.append(str_)\n",
    "    return X_data\n",
    "X_data_test = {steps: generate_data(df_test, steps) for steps in future_steps_list}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"KMP_DUPLICATE_LIB_OK\"] = \"TRUE\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_data_test_new=X_data_test[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import torch\n",
    "from x_transformers import TransformerWrapper, Decoder\n",
    "from x_transformers.autoregressive_wrapper import AutoregressiveWrapper\n",
    "import typing\n",
    "import imageio\n",
    "from datetime import datetime\n",
    "\n",
    "os.environ[\"KMP_DUPLICATE_LIB_OK\"] = \"TRUE\"\n",
    "\n",
    "class Tokenizer:\n",
    "    def __init__(self, n_pad: int, device: torch.device, pad_byte: int = 0):\n",
    "        self.n_pad = n_pad\n",
    "        self.device = device\n",
    "        self.pad_byte = pad_byte\n",
    "\n",
    "    def tokenize_str(self, sentence: str, encoding=\"utf8\", do_padding=True):\n",
    "        base = list(bytes(sentence, encoding))\n",
    "        if do_padding:\n",
    "            if len(base) < self.n_pad:\n",
    "                base.extend([self.pad_byte] * (self.n_pad - len(base)))\n",
    "            assert len(base) == self.n_pad, f\"n_pad is too small, use {len(base)} or greater.\"\n",
    "        tensor = torch.Tensor(base)\n",
    "        return tensor.long().to(self.device)\n",
    "\n",
    "    def texts_to_sequences(self, texts: typing.List[str], encoding=\"utf8\", do_padding=True):\n",
    "        sentences = [self.tokenize_str(sentence, do_padding=do_padding).unsqueeze(0) for sentence in texts]\n",
    "        return torch.cat(sentences, dim=0).to(self.device)\n",
    "\n",
    "    def sequences_to_texts(self, texts: torch.Tensor, encoding=\"utf8\"):\n",
    "        out = []\n",
    "        for seq in texts:\n",
    "            chars = []\n",
    "            i = 0\n",
    "            while i < len(seq) and seq[i] != 0:\n",
    "                chars.append(int(seq[i]))\n",
    "                i += 1\n",
    "            try:\n",
    "                out.append(bytes(chars).decode(encoding))\n",
    "            except:\n",
    "                pass\n",
    "        return out\n",
    "\n",
    "def empty_cuda_cache():\n",
    "    torch.cuda.empty_cache()\n",
    "\n",
    "def load_model(model_path, max_length, num_words):\n",
    "    empty_cuda_cache()\n",
    "    \n",
    "    model = TransformerWrapper(\n",
    "        num_tokens=num_words,\n",
    "        max_seq_len=max_length,\n",
    "        attn_layers=Decoder(\n",
    "            dim=256,\n",
    "            depth=12,\n",
    "            heads=8,\n",
    "            attn_dim_head=64,\n",
    "            rotary_pos_emb=True,\n",
    "            attn_flash=True\n",
    "        )\n",
    "    )\n",
    "    model = AutoregressiveWrapper(model)\n",
    "    model.load_state_dict(torch.load(model_path))\n",
    "    model.to(device)\n",
    "    model.eval\n",
    "    print(f\"Model loaded from {model_path}\")\n",
    "    \n",
    "    return model\n",
    "\n",
    "def extract_task(string_input, end_task_token='>'):\n",
    "    j = string_input.find(end_task_token)\n",
    "    return string_input[:j+1]\n",
    "\n",
    "def extract_sample(string_input, start_token='[', end_token=']'):\n",
    "    i = string_input.find(start_token)\n",
    "    j = string_input.find(end_token)\n",
    "    return string_input[i+1:j]\n",
    "\n",
    "def autoregressive_generation(model, tokenizer, initial_input_str, num_steps, temp):\n",
    "    current_input = extract_task(initial_input_str, end_task_token='>')\n",
    "    generated_states = []\n",
    "\n",
    "    for _ in range(num_steps):\n",
    "        current_input_tensor = torch.Tensor(tokenizer.texts_to_sequences(current_input, do_padding=False)).to(device)\n",
    "        current_input_tensor = current_input_tensor.transpose(0, 1).long()\n",
    "\n",
    "        with torch.no_grad():\n",
    "            sample = model.generate(\n",
    "                prompts=current_input_tensor,\n",
    "                seq_len=generate_length,\n",
    "                temperature=temp,\n",
    "                cache_kv=True\n",
    "            )\n",
    "\n",
    "        output_str = extract_sample(tokenizer.sequences_to_texts(sample[:1])[0])\n",
    "        print(f\"Output: {output_str}\")\n",
    "        generated_states.append(output_str)\n",
    "\n",
    "        # Update the input for the next step\n",
    "        current_input = f\"@PredictNextState<{output_str}>\"\n",
    "\n",
    "        del sample, current_input_tensor\n",
    "        torch.cuda.empty_cache()\n",
    "\n",
    "    return generated_states\n",
    "\n",
    "def display_and_save_images(initial_input, data_list, temp, base_dir=\"output_gifs\"):\n",
    "    num_states = len(data_list) + 1  # Include the initial input as the first state\n",
    "    images = []\n",
    "\n",
    "    plt.figure(figsize=(15, 5))\n",
    "\n",
    "    # Convert and plot the initial input state\n",
    "    initial_image = convert_to_square_image(initial_input)\n",
    "    plt.subplot(1, num_states, 1)\n",
    "    plt.title(f\"State 1\")\n",
    "    plt.imshow(1 - initial_image, cmap='gray', vmin=0, vmax=1)  # Corrected color inversion\n",
    "    plt.axis('off')\n",
    "    images.append(1 - initial_image)\n",
    "\n",
    "    # Convert and plot the subsequent states\n",
    "    for i, data in enumerate(data_list):\n",
    "        image = convert_to_square_image(data)\n",
    "        plt.subplot(1, num_states, i + 2)\n",
    "        plt.title(f\"State {i + 2}\")\n",
    "        plt.imshow(1 - image, cmap='gray', vmin=0, vmax=1)  # Corrected color inversion\n",
    "        plt.axis('off')\n",
    "        images.append(1 - image)\n",
    "\n",
    "    plt.show()\n",
    "\n",
    "    temp_folder = os.path.join(base_dir, f\"temp_{temp}\")\n",
    "    os.makedirs(temp_folder, exist_ok=True)\n",
    "\n",
    "    timestamp = datetime.now().strftime(\"%Y%m%d%H%M%S\")\n",
    "    gif_path = os.path.join(temp_folder, f\"sequence_{timestamp}.gif\")\n",
    "    mp4_path = os.path.join(temp_folder, f\"sequence_{timestamp}.mp4\")\n",
    "\n",
    "    # Ensure all images are in RGB format for MP4\n",
    "    images_rgb = [np.stack([img, img, img], axis=-1) * 255 for img in images]  # Scale to 255 for OpenCV\n",
    "\n",
    "    # Save as GIF\n",
    "    imageio.mimsave(gif_path, images_rgb, format='GIF', duration=200, loop=0)\n",
    "\n",
    "    # Save as MP4 using OpenCV\n",
    "    height, width = images_rgb[0].shape[:2]\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')  # Codec\n",
    "    out = cv2.VideoWriter(mp4_path, fourcc, 5, (width, height))  # 5 fps\n",
    "\n",
    "    for img in images_rgb:\n",
    "        out.write(np.uint8(img))  # Convert to uint8 for OpenCV\n",
    "\n",
    "    out.release()\n",
    "\n",
    "    print(f\"Saved ground truth GIF at {gif_path}\")\n",
    "    print(f\"Saved ground truth MP4 at {mp4_path}\")\n",
    "\n",
    "def convert_to_square_image(state):\n",
    "    length = len(state)\n",
    "    size = int(np.sqrt(length))\n",
    "    assert size * size == length, \"State length is not a perfect square\"\n",
    "    image = np.array([int(pixel) for pixel in state]).reshape((size, size))\n",
    "    return image\n",
    "\n",
    "def parse_and_convert_ground_truth(df, index):\n",
    "    data = df.iloc[index]['states']\n",
    "    states = data.split(',')\n",
    "    return states\n",
    "\n",
    "def display_and_save_ground_truth_gif(df, row_index, base_dir=\"ground_truth_gifs\", scale_factor=10):\n",
    "    states = df.iloc[row_index].tolist()\n",
    "    images = [convert_to_square_image(state) for state in states]\n",
    "\n",
    "    # Increase the resolution of the images for GIF and video\n",
    "    images_resized = [cv2.resize(img, (img.shape[1] * scale_factor, img.shape[0] * scale_factor), interpolation=cv2.INTER_NEAREST) for img in images]\n",
    "\n",
    "    # Invert colors: making the cells black (value 0) and the background white (value 255)\n",
    "    images_inverted = [255 - (img * 255).astype(np.uint8) for img in images_resized]  # Convert binary 0/1 to 0/255, invert, and cast to uint8\n",
    "\n",
    "    # Convert to RGB format\n",
    "    images_rgb = [np.stack([img, img, img], axis=-1) for img in images_inverted]  # RGB stack\n",
    "    \n",
    "    # Save as GIF\n",
    "    gif_path = os.path.join(base_dir, f\"ground_truth_row_{row_index}.gif\")\n",
    "    imageio.mimsave(gif_path, images_rgb, format='GIF', duration=200, loop=0)\n",
    "    \n",
    "    # Save as MP4 using OpenCV\n",
    "    mp4_path = os.path.join(base_dir, f\"ground_truth_row_{row_index}.mp4\")\n",
    "    height, width = images_rgb[0].shape[:2]\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')  # Codec\n",
    "    out = cv2.VideoWriter(mp4_path, fourcc, 5, (width, height))  # 5 fps\n",
    "\n",
    "    for img in images_rgb:\n",
    "        out.write(img)\n",
    "\n",
    "    out.release()\n",
    "\n",
    "    print(f\"Saved ground truth GIF at {gif_path}\")\n",
    "    print(f\"Saved ground truth MP4 at {mp4_path}\")\n",
    "\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_0.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_0.mp4\n",
      "1\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_1.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_1.mp4\n",
      "2\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_2.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_2.mp4\n",
      "3\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_3.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_3.mp4\n",
      "4\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_4.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_4.mp4\n",
      "5\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_5.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_5.mp4\n",
      "6\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_6.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_6.mp4\n",
      "7\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_7.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_7.mp4\n",
      "8\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_8.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_8.mp4\n",
      "9\n",
      "Saved ground truth GIF at ground_truth_gifs\\ground_truth_row_9.gif\n",
      "Saved ground truth MP4 at ground_truth_gifs\\ground_truth_row_9.mp4\n"
     ]
    }
   ],
   "source": [
    "for index in range(len(X_data_test_new)):\n",
    "    print(index)\n",
    "    display_and_save_ground_truth_gif(df_test,index)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['State 1', 'State 2', 'State 3', 'State 4', 'State 5', 'State 6',\n",
      "       'State 7', 'State 8', 'State 9', 'State 10'],\n",
      "      dtype='object')\n"
     ]
    }
   ],
   "source": [
    "print(df_test.columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Autoregressive generation for Epoch 16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model loaded from C:\\Users\\jaime\\ML_Playground_1\\model_parameters\\07_22_2024_Conway_2_State_Jump_Rot_Pos_On_Masking_On_Broad_Entrpoy_Homog_2024-07-23 10-37-31\\Conway_GPT_v7_epoch_16.pt\n",
      "Generating for temperature 0...\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0011111000100011111111101000000001001000001000000111111000000000100000000100000000000100100000100011101100100100000000111100000000011111011001100000001000100010000101110110011000111000001110001011100000111011110000011011100111011110000001111011011100011001101111010001110010111110000110010001100001100101100001101111110000011011000000110000001101110000011100000011001100000001110000000110100010000000000100010100000001111000000110000000110000000000000110000010000001100100000010000000000000000000011001000001100000000000000000001100010000100100111000000001100001000010011001101110000000010100111011111010110010011100000011000000011111001000001000100000110010000011101100000001010000011100000001100001000000000110000111000001100000000000000010111011000000111101000000000000010110110000000000010000010011001000000000000000011110000001110000000000000000000000110000000100000000000000000000001010000110000000000000000011000000100010000011100000000001010000111000100000000100000000110111001100000000110000000000000001111011000000\n",
      "Output: 0100010000000001100000001100000001101000011000010000000000000000011011000110000000110000110000000010000100100110000001101100000100000000000110000001011010100000000000010000000011110001000011010000000101111000000001011100010100000010001000000000000010000110000000000011000000100000110000110000000110110100110100001000010000000100010101000000010000000000010001010000001100000000000000001000100000101000000010110100000001000100000100000011111000000000000010000001000001110110000110000000000000000000000011100001110001000000000000001000011001100110101000000001100000001000101000110000100000010100111010000010101010011100000100101000100000001100001000100000001000000000001110000000110000000010000011100011000000000000000001000010000000000000000010001000000000100110000000001000110010110000000100000000000001000000000000000000001001000001001000000000000000000010000000000100000000000000000000001010000110000100000000000011000010110010000001100000000011000000101000010001111000000000110000100000000000100110000000000000000000000000\n",
      "Output: 0101111000000001100000000000000010001000011000011000000000000000100011001001001000000001110000000111000001101100001101100010000000000000000111000101010010000010000000001000000001110100000011000000001111110000011000110100000100000000000010000000000000000100000000010000100001100001110000010000000010000000011000001100001000000001010101011000000000000000000011100011111000000110000000001100111000010000000010110000000000001100001110000100000000000000000000000000000001000001000101000000000000000000011100010000001011000000000000000000001101100000110000000001100010011000001000001100110000110101110011000100101000011100000011101001000000100000000000100000011000001000001001000000010000000110000001000010100000001100000000000001100000000000000011000100000000110000000000001000110001000000000001100000000011000000000000000000000000000000011000000000000000000001010000001100000000000000000000010011000110000110000000000110000110110010000000000000000010000001001100010001000100000000110000000000000000010000000000010100000000000000\n",
      "Output: 0011010000000010010000000000000011000010011000101000000010000000101011001001111100000011110000000111100001100010001101100000000000100000011101000100010000000100000000001000000010010101100001100000000111110000010100100000111000000010011010000000001001000010000000000000000001100001010000100000000110001000001000010100000000000111110101011100000000000000000010010000011100000111000000000001000000000000000000110000000000001010001110000000001100000000000000000001000011000000000000000000000000000000011000010010000011000000000000000100101111100001001000000011100111011010101100001111010000100000011001000111000100010010000100001101010001110100000000100000000000001000011000000000111000000110000101000001000000000010000000000011100000000000000100100000000000110100000000001100110000000000000000000000000010100000000000000000001000000000001000000000000000000000101000010010000000000000000000110001000101000000000000000100001110001010000000100000000010100001111100010000000000000001010000000000000000010110000000010100000000000000\n",
      "Output: 0111010000000010010000000000000010000010011110001000000011000000100011001001100000000110110000000000110010000001001011001000000001100000100100000101010100000110000000010000100011000101000000000000000100010000001011101000100100000001000000000100001110000011000000011101000001100011011000000000000001001000001000000000000000000100010001011100000110000000000011010000110100000101000000000001110000011110000000001000000000000000001110000000001100000000000000000011100011100011000000001000000000000000001000110010000011000000000100000000101000000000000100000011000000011010000000001101100000101001000001101000000011011110000000001101010010001000000010110000000000110100010010000000001100000000001001000010000000001011000000000000010000000000000010100000000000100000000000001111110000000000000000000000000010110000000000000000000000000001101100000000000000000010000000011110000000000000000000100101001110000000000000000100000000001011000000000000000010100010011100000000011000000001011000001110000000110110000000110110000000000000\n",
      "Output: 0101010000110110011000000000000010110010011011000000000111000000000010111000100000001110000000000101110111011000001100001100000000000001100000000101010110000000000000011001100011010001100001100000001110000000101010001000001100000011001000000101000000000011000000010110000001100010010000000000000001001000001000100100000000001110100001011100001110000000000100000001000100000011000000000001011000100010000000001000000000001000000000000100001010000000000000000010100001100100100000001100000000101000001100000000000011000000001100000000101000000000000110000010100000011010000000001100000000100000101100100000000011000011000000001101010111000000000110000000000000010110010100000000000010000000001101100000000000000000000000000000000000000000011000110000000000000000000000001000010000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000010000000000000000000100000001001110000000000000000010100000100100010000111000000011000100001001000001010000000000110000000001000000\n",
      "Output: 1101000001110001000000000100000001110010111000100000011110000000010000000000000000011110000000000001110001011000001100001100000000001000001000001101001000000000000000000100000010010010010001110000000001010000100010011000000000000000001000001001000000000011000000110111000001010000000000000000011101100000001001100100000000001100000010111100010010000000000100010000000100000010000000000001010000000000000000101000000000001100000100000110000011000000000000000000000001010001000000001100000001101000011111000000000011100000011010000010100000000000001000000110000000101011000000001110000000010000100000101000000011100000000000001101010111100000000000010000000001010000011000000000000000000000001101100000000000000001000000000000000000000000110000100000000000000000000000001100001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000100000000001110000001000000000111100000111101100000110000000010100000001110000000010010000000001010000000000000\n",
      "Output: 1101100110010001000000111000000000010000100100000000000110000000010001001001000000110000010000000001110000110000010000110000000000011100011100001101100111000010000000000100000110111110100000100000000001000001110110011000010000000000100000001111100000000000000001010001000001011000000000000000100101000001001011100000000000001101100000111100010100000000000101100000001100000110000000000001011000000000000000001100000000001100000000000110000011000000000000000011000010000000100000001010000001100000010001000000000010100000100000000000001000000000000100000100000001000011000000001001000000100000101110000000000010100000000000001100101100100000010000000000000011010101001000000000000000000000001110000000000000000000000000000000000000000000110000110000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000101000000000000000000110000001100001000011000000000100100000100100100000111000000000001000001001000000110100001000001100000010100000\n",
      "Output: 0100000111110000100000100000000011010000111110000000001001000000001101000101100000100010000000000011001000001000110010110100000000010100010100010000000001000000000010001100000000000010000001100000000011000000000000111000000000000000100000010000010000000000000000110000000000000000000000000000100100000011001000100000000000010001100000000100000100000000000100000000001000000111100000000001000000000000000000011100000000001110000000000100000100000000000000000111000010100000110000000000000001110000000000000000000000110000101000000000011100000000011100000100000001110111000000000111000000000000101110000000000010100000000000010000001100000000010000000000000010000101000000000000000000000000011110000000000000000000000000000001000000000000110000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000011000000000000000000110000001110111000010100000000000110000100100000000001000000000101000011011000001100001000000001100000010000000\n",
      "Output: 0000000000100000010000001011000000001000001000000000000001100000010011000010100001010001001010010110000100001010010100011010111001111000100000000001111011000001000000011000000000111011001111000000000100011100000110100000000001000001011010101101110001111011000011000100100010101000100001000100000100000100010000011011110000000011101001010001001100000000100000000111101000000000101000010000001011111010000000000000001110000010110110111110000000000000010000001000111001110000000110001000000001100101111100110111000100101000000110110010000000110000000000000000000011011101100000000000100000010011101000100000000000001010010000000000101010000000001010000001000000000001100000001001000111010000100001100000100101001100000000000011100000000101011000011001000011001100001110000000101110010101010110000111100010100111001110110010000010100000100000010110001111100010101000000000011110100000001010011000000000001100100000001000101001110000000110010111110000001000100010000000010100100000011000000101000010000100000110000000000011011000\n",
      "Output: 0000000000100000000000001000100000001100011000000010000010000000111111000000010000000001001010100000010000010100000101000010111111010000100000000000000000000000001100011000100000100000111110000000001101111100010000110100001000000010011000011100000001111110100000100111100110101101100000000000010101001110111100101101110010000011101001000000001000101000100000100000001100000001000000110000000000000010110000000000001010000000000000001001000000000001010000011000000000000000000110011100000001100000000000000100000000000000001111100000010000010000000100000001110000011111000000000000010000000001101000101000000000001000001000010000011010000000000011010100000000000000100000001111010010100000000111110000001101011010011000001011001000000111111110001000100011000100010001000011000001000101010111000000100001000100000010000000000110000000010000000000011010100000100000000000110000100000001000101001000000010000000010000000100001110000000100010111100001010100100010000000010011000100000000000101000000000010001100000110000010011000\n",
      "Output: 0000010000000000011000011101100001100100011000000000000111010100111100100010100000000000010010100000010000001000000000000000101011011001100010000000000000000011011100100010110000000001111100000000001000001100011000010000001000000110000001110010010001111111000001110000100000001111000000100000010000000010101110101111110010000100110010001110001011101010100000100000011110000000000001100000000000000010110000000000001010000000000000011100000000000011010000001100000000000000000000011100000011101100000000000011100000000000010000100000010000000000000000000010000100011001000000000000100000011011100100001000000000001010000000011000011011000000111001101110000000000000100000010100000110100000001111110000010000000001101100001011000100000100100001001010000100000110000011011000000000001100011011101000000001000000000010011111100110000000000011000000010001000000110000000000100000000100010100011001000000010000010010000011110111111000000010000111110000001000100010000000001110000000010000001111000000000000001100000000000011111000\n",
      "Output: 0000000001010000000000000000010010011110011100000000000100010100100111100110000000000000011110110000011100001100000000000000001011011111000010000000000011110111010111100000000000000001111000100010001100010000011000110000001100000000000000100111110110111001000010010000000001100001000000010000110110000101101010000000101100000110000000000010010010000010000000000000011000100000010000101000000000000100000000000000000010000000000000010100000000000010010000001010000010000000000100101100000000100100000000000001000000000000100101100000100000010000000000000011010010011000000000000000010000010010000101101100000011011011011100101000000011000000111001101010000000010000110000000110000000000000011011111000001010000010001100000110000100000100100000011010100010000000000011111100000000011111000000001000000100000000000010100000101000000000000011000000111000001000010000000001110000001100010100100001100000011000010000000010011000101000000000010111110000101100000010000000000110000000000000010000000000000011000000000110000000000000\n",
      "Output: 0000100111010000000000000000100010010010100100000000000000010100100100001100100000000000001110100110000010011100000000001000000011010000000011000000000100010100010000000000000000000010000100001011101100000000010011000000011110000011000000001000110010010001100011111000001100000111100011010000100110000000101000000000011100001111000001010010000000000010000000000000011000000000000000010000000000000100000000000000000011000000000000001000000000000000010000000100000010000000000000001100000000111110000000000011100000000000010101100001100000000000000000000011010100010000000000000000111001000110000101011100000010011001110100010000100000100000000011101011000001111110000000010010011101110000010011100100000110000001011100001011010110001000000000010110001111000000000011000100000000000011000000000000010010000000000000000000010000000000000101000001001000011000000000000000000000001010001110100011100000010100110000000110001000001100000000010111100000011100000100000000000001111000011100000000000000000011000000000000000000000000\n",
      "Output: 0000010001100000000000000000100000011000000110000000000000100101100100001110010000000000001111010001000011010000000000000010010110000000000101000000000100001000000010000000000000000110000001000011011100000000000010100000101000000000000000011000000010000000000010000000000111001111100011001001000000000000110000110000100000001111100001010100000000000100000001100000110000000000000000001000000000000110000000000000000011000000000000000000000000000000001000000011110100000000000100001100000001010011000000000001000000000000010000010001100000010000000001000101000100110000100000000001111101010101000100001100000000010000000110100000000111000000100000000000100011100010000000011000100000001000100000001000000100000001000000000011010110001100000000000101001001100000000011000000000000000010000000000000110000000000000000110000100000000000000000000000010000100000000100000000000000000100010010000001110000000000110011000100001000100100000000000000100000001100000010000000001101001000001100000000000000000011000010000010000000000000\n",
      "Output: 0000111000101000000000000000000010011000100110000000000000100101101100001000000000000000011001010000000010010000000000000010010100000000001010000000001000001110000111100000000000000111000011000001111000000000000000110000010000011110000000010100100010001000000000000000000000000100100011000001001100000010001000001000100000001001000011100100000000000000000010000000100000000000000000001100000000001110000000000000000011000000000100000000000000000000001000000011110100000000000000000100000001010101100000000011100000000000110000011011100000000000000001000100100110100000110000000001011010010101001100000000000000010110001100111110000101000000100000000000100111000000010000011000000000000000100100101000001100000000000000000011000110001110000000000000000001110000000100100000000000000110000000000000110000000000000001110000000000001000000000000000010000010000000100000000000000000110011000000011010000000000000011000000100000000100000000010101100000111100000000000000001110011100001110000000000000000111011100000011000000000000\n",
      "Output: 0001000010001000000000000000000011100001010110000000000001100001011110011101100000000000011111001000000001010000000000000111000100001100000100000000011100010000000100100000000000000100000000000010000100000000000000001000010000010010000000000000011010001000000100010000000000000001110111000000001100000010000000000000110000011111000010100000000000000000000000000001000000000000000000001100000000011100000000000000000010100000001000000000000000000000101000000000010110000000000100000000000011010100010100000001000000000000110010000011000001110000000011110110100000001000000000000000000101010100000100000100000000000111001101000001000010000000100000000001001000000001010000101000000000000001100100001100000000000000000000000000100110001000000000000000000001010000000100100000000000000101001000000001110000000000000010010000000000011100000000000000100100100000001100000000000000000010001100000011000000000000000100100100110000001000000000110010000000100100000000000000010000000100010001000000000000001000010001000010100000000000\n",
      "Output: 1111000011111100000000000000000010001001010001000000000001001000000100010100000000000000100010101110010001010000000000101100000000001100001000000000011000010000000111100000000000000101000000000011001100000000000001110000000000110011000000000000001000010000000000010000000000000011110100000001000010000100000000001001010000001101000001000000000000000000000011100001000000000000000000001100000000111000000000000000000010100000000101100000000000000001000000000110101010000000000000000000000011100110110100000001100000000110000011000011100000110000000001110000110000101000010000000000100001000100000110000000000000000011100101100000000011000000000000100011101100000001010000010000000000000001000000000100000100000000000000001011100111000000000000000000000000110000000100000000000000000010101000000010001000000000000011011000000000000100000000000000011100110000000000000000000000000111011110000010100000000000000000000100110000010000000000100000000001100110000000000000011000000000011111000000000000001000000011000000000000000000\n",
      "Output: 0000000000000000000000001110000000000000000000000000000000000000000000100000000000000000111000000000100000000000000000000000000000000000000000000000000000000000000000000000000100000000000000010000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110010000000000000000010100000000000100000000000000000000000000000001000000000000000000010000000000000000010000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000010000000000000000000000000000000000000000000100000000000000000000000000000000000000000100000000000000000000110000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000\n",
      "Output: 0000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000011000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000000001000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000001100000000000000000000000000000101000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000000110000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000010000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000111110000000000000000000000000011011100000001111100000000000000011000000000100000100000000000000000000000010000000000000000000000000100001000000010000000000000000001101101001000000000000000000000000110101000000000000000000000000001110000000000000000000000000000011100000000000000000000000000000110101000000000000000000000000110110100100000000000000000000001000010000000100000000000000000000000010000000000000000000001100000000010000010000000000000110111000000011111000000000000000111110000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000000000000000000000001000000000000011100000000000000010000100000001111100000000000000111110000000111111000000000000000000000000010000000000000000000000000110011100000000000000000000000001101001000000000000000000000000000000110000000000000000000000000010001000000000000000000000000000100010000000000000000000000000000000110000000000000000000000000110100100000000000000000000000001100111000000000000000000000000000000010000000000000000000011111000000011111100000000000000100001000000011111000000000000001000000000000011100000000000000001000100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000001100000000000100010000000000000110111000000010000000000000000000111110000000100001000000000000000111110000010111100000000000000000000111010110000000000000000000000001110000100000000000000000000000011101110000000000000000000000000000011000000000000000000000000000000110000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110101100000000000000000000111110000010111100000000000000011111000000010000100000000000001101110000000100000000000000000001100000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111000000000000000000000000000100001000000011000000000000000001000000000001101110000000000000001000000000110111100000000000000000110001101100110000000000000000000010000100100000000000000000000000010101010000000000000000000000000010000000000000000000000000000000100000000000000000000000000000010101010000000000000000000000001000010010000000000000000000001100011011001100000000000000001000000000110111100000000000000100000000000110111000000000000001000010000000110000000000000000011111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000011111000000000000000000000000001101110000000111110000000000000001100000000010000010000000000000000000000001000000000000000000000000010000100000001000000000000000000110110100100000000000000000000000011010100000000000000000000000000111000000000000000000000000000001110000000000000000000000000000011010100000000000000000000000011011010010000000000000000000000100001000000010000000000000000000000001000000000000000000000110000000001000001000000000000011011100000001111100000000000000011111000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001000100000000000000000000000000100000000000001110000000000000001000010000000111110000000000000011111000000011111100000000000000000000000001000000000000000000000000011001110000000000000000000000000110100100000000000000000000000000000011000000000000000000000000001000100000000000000000000000000010001000000000000000000000000000000011000000000000000000000000011010010000000000000000000000000110011100000000000000000000000000000001000000000000000000001111100000001111110000000000000010000100000001111100000000000000100000000000001110000000000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000110000000000010001000000000000011011100000001000000000000000000011111000000010000100000000000000011111000001011110000000000000000000011101011000000000000000000000000111000010000000000000000000000001110111000000000000000000000000000001100000000000000000000000000000011000000000000000000000000001110111000000000000000000000000011100001000000000000000000000000111010110000000000000000000011111000001011110000000000000001111100000001000010000000000000110111000000010000000000000000000110000000000010001000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001111100000000000000000000000000010000100000001100000000000000000100000000000110111000000000000000100000000011011110000000000000000011000110110011000000000000000000001000010010000000000000000000000001010101000000000000000000000000001000000000000000000000000000000010000000000000000000000000000001010101000000000000000000000000100001001000000000000000000000110001101100110000000000000000100000000011011110000000000000010000000000011011100000000000000100001000000011000000000000000001111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000001111100000000000000000000000000110111000000011111000000000000000110000000001000001000000000000000000000000100000000000000000000000001000010000000100000000000000000011011010010000000000000000000000001101010000000000000000000000000011100000000000000000000000000000111000000000000000000000000000001101010000000000000000000000001101101001000000000000000000000010000100000001000000000000000000000000100000000000000000000011000000000100000100000000000001101110000000111110000000000000001111100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1010000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000001\n",
      "Output: 1000000000000000000000000000001100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001\n",
      "Output: 1100000000000000000000000000001000000000000000000000000000000010110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000011\n",
      "Output: 1100000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000001\n",
      "Output: 0100000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000101000000000000000000000000000011\n",
      "Output: 0000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000000000000000010\n",
      "Saved data to CSV at Autoregressive_autoregressor\\data_temp_0_20240819120120.csv\n",
      "Generating for temperature 0.25...\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0011111000100011111111101000000001001000001000000111111000000000100000000100000000000100100000100011101100100100000000111100000000011111011001100000001000100010000101110110011000111000001110001011100000111011110000011011100111011110000001111011011100011001101111010001110010111110000110010001100001100101100001101111110000011011000000110000001101110000011100000011001100000001110000000110100010000000000100010100000001111000000110000000110000000000000110000010000001100100000010000000000000000000011001000001100000000000000000001100010000100100111000000001100001000010011001101110000000010100111011111010110010011100000011000000011111001000001000100000110010000011101100000001010000011100000001100001000000000110000111000001100000000000000010111011000000111101000000000000010110110000000000010000010011001000000000000000011110000001110000000000000000000000110000000100000000000000000000001010000110000000000000000011000000100010000011100000000001010000111000100000000100000000110111001100000000110000000000000001111011000000\n",
      "Output: 0100010000000001100000001100000001101000011000010000000000000000011011000110000000110000110000000010000100100110000001101100000100000000000110000001011010100000000000010000000011110001000011010000000101111000000001011100010100000010001000000000000010000110000000000011000000100000110000110000000110110100110100001000010000000100010101000000010000000000010001010000001100000000000000001000100000101000000010110100000001000100000100000011111000000000000010000001000001110110000110000000000000000000000011100001110001000000000000001000011001100110101000000001100000001000101000110000100000010100111010000010101010011100000100101000100000001100001000100000001000000000001110000000110000000010000011100011000000000000000001000010000000000000000010001000000000100110000000001000110010110000000100000000000001000000000000000000001001000001001000000000000000000010000000000100000000000000000000001010000110000100000000000011000010110010000001100000000011000000101000010001111000000000110000100000000000100110000000000000000000000000\n",
      "Output: 0101111000000001100000000000000010001000011000011000000000000000100011001001001000000001110000000111000001101100001101100010000000000000000111000101010010000010000000001000000001110100000011000000001111110000011000110100000100000000000010000000000000000100000000010000100001100001110000010000000010000000011000001100001000000001010101011000000000000000000011100011111000000110000000001100111000010000000010110000000000001100001110000100000000000000000000000000000001000001000101000000000000000000011100010000001011000000000000000000001101100000110000000001100010011000001000001100110000110101110011000100101000011100000011101001000000100000000000100000011000001000001001000000010000000110000001000010100000001100000000000001100000000000000011000100000000110000000000001000110001000000000001100000000011000000000000000000000000000000011000000000000000000001010000001100000000000000000000010011000110000110000000000110000110110010000000000000000010000001001100010001000100000000110000000000000000110000000000010100000000000000\n",
      "Output: 0100010000000010010000000000000011000010011000101000000010000000101011001001111100000011110000000111100001100010001101100000000000100000011101000100010000000100000000001000000010010101100001100000000111110000010100100000111000000010011010000000001001000010000000000000000001100001010000100000000110001000001000010100000000000111110101011100000000000000000010010000011100000111000000000001000000000000000000110000000000001010001110000000001100000000000000000001000011000000000000000000000000000000011000010010000011000000000000000100101111100001001000000011100111011010101100001111010000100000011001000111000100010010000100001101010001110100000000100000000000001000011000000000111000000110000101000001000000000010000000000011100000000000000100100000000000110100000000001100110000000000000000000000000010100000000000000000001000000000001000000000000000000000101000010010000000000000000000110001000101000000000000000100001110001010000000100000000010100001111100010011000000000001010000000000000000000110000000010100000000000000\n",
      "Output: 1100010000000010010000000000000010101010011110001000000011000000100011001001100000000110110000000000110010000001001011001000000001100000100100000101010100000110000000010000100011000101000000000000000100010000001011101000100100000001000000000100001110000011000000011101000001100011011000000000000001001000001000000000000000000100010001011100000110000000000011010000110100000101000000000001110000011110000000001000000000000000001110000000001100000000000000000011100011100011000000001000000000000000001000110010000011000000000100000000101000000000000100000011000000011010000000001101100000101001000001101000000011011110000000001101010010001000000010110000000000110100010010000000001100000000001001000010000000001011000000000000010000000000000010100000000000100000000000001111110000000000000000000000000010110000000000000000000000000001101100000000000000000010000000011110000000000000000000100101001110000000000000000100000000001011001000000000000010100010011100000000011000000001011000001110000000101110000000100110000000000000\n",
      "Output: 1010000000110101111000000000000010011010011011000000000111000001010000111000100000001110000000000101110111011000001100001100000000000001100000000101010110000000000000011001100011010001100001100000001110000000101010001000001100000011001000000101000000000011000000010110000001100010010000000000000001001000001000100100000000001110100001011100001110000000000100000001000100000011000000000001011000100010000000001000000000001000000000000100001010000000000000000010100001100100100000001100000000101000001100000000000011000000001100000000101000000000000110000010100000011010000000001100000000100000101100100000000011000011000000001101010111000000000110000000000000010110010100000000000010000000001101100000000000000000000000000000000000000000011000110000000000000000000000001000010000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000010000100000000000000100000001001110000000000000000010100000100100010001101000000001000100001001000001001010000000110000000001000000\n",
      "Output: 1010100001110101110000000100000110110110111001101100011110000001010000000000000000011110000000000010110001011000001100001100000000001000001000001101001000000000000000000100000010010010010001110000000001010000100010011000000000000000001000001001000000000011000000110111000001010000000000000000011101100000001001100100000000001100000010111100010010000000000100010000000100000010000000000001010000000000000000101000000000001100000100000110000011000000000000000000000001010001000000001100000001101000011111000000000011100000011010000010100000000000001000000110000000101011000000001110000000010000100000101000000011100000000000001101010111100000000000010000000001010000011000000000000000000000001101100000000000000001000000000000000000000000110000100000000000000000000000001100001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000111000110000000000000100000000001110000100000000000011100000111101100001100000000011100000001110000001101000000000000110000000000000\n",
      "Output: 0000100010011101000000111000000000111100100111100110000110000001110000101001110001010000010000000001110000110000010000110000000000011100011100001101100111000010000000000100000110111110100000100000000001000001110110011000010000000000100000001111100000000000000001010001000001011000000000000000100101000001001011100000000000001101100000111100010100000000000101100000001100000110000000000001011000000000000000001100000000001100000000000110000011000000000000000011000010000000100000001010000001100000010001000000000010100000100000000000001000000000000100000100000001000011000000001001000000100000101110000000000010100000000000001100101100100000010000000000000011010101001000000000000000000000001110000000000000000000000000000000000000000000110000110000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000011000000000000000000000000101000001000000000001110000001100001000000000000000000100000100100100000100000000001000000001001000001101100001000000010000010100000\n",
      "Output: 0100000001100000011000100000000011111100111000001110001001000000110000110100001011000010000000000011001000000000010110110100000000010100010100010000000001000000000010001100000000000010000001100000000011000000000000111000000000000000100000010000010000000000000000110000000000000000000000000000100100000011001000100000000000010001100000000100000100000000000100000000001000000111100000000001000000000000000000011100000000001110000000000100000100000000000000000111000010100000110000000000000001110000000000000000000000110000101000000000011100000000011100000100000001110111000000000111000000000000101110000000000010100000000000010000001100000000010000000000000010000101000000000000000000000000011110000000000000000000000000000001000000000000110000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000001000000000000010000000000011000010000000000000110000001110111000000000000000010100000100100000001110000000000000000011011000000001100000110100000000010000000\n",
      "Output: 0000000000100000010000001011000000001000001000000000000001100000010011000010100001010001001010010110000100001010010100011010111001111000100000000001111011000001000000011000000000111011001111000000000100011100000110100000000001000001011010101101110001111011000011000100100010101000100001000100000100000100010000011011110000000011101001010001001100000000100000000111101000000000101000010000001011111010000000000000001110000010110110111110000000000000010000001000111001110000000110001000000001100101111100110111000100101000000110110010000000110000000000000000000011011101100000000000100000010011101000100000000000001010010000000000101010000000001010000001000000000001100000001001000111010000100001100000100101001100000000000011100000000101011000011001000011001100001110000000101110010101010110000111100010100111001110110010000010100000100000010110001111100010101000000000011110100000001010011000000000001100100000001000101001110000000110010111110000001000100010000000010100100000011000000101000010000100000110000000000011011000\n",
      "Output: 0000000000100000000000001000100000001100011000000010000010000000111111000000010000000001001010100000010000010100000101000010111111010000100000000000000000000000001100011000100000100000111110000000001101111100010000110100001000000010011000011100000001111110100000100111100110101101100000000000010101001110111100101101110010000011101001000000001000101000100000100000001100000001000000110000000000000010110000000000001010000000000000001001000000000001010000011000000000000000000110011100000001100000000000000100000000000000001111100000010000010000000100000001110000011111000000000000010000000001101000101000000000001000001000010000011010000000000011010100000000000000100000001111010010100000000111110000001101011010011000001011001000000111111110001000100011000100010001000011000001000101010111000000100001000100000010000000000110000000010000000000011010100000100000000000110000100000001000101001000000010000000010000000100001110000000100010111100001010100100010000000010011000100000000000101000000000010001100000110000010011000\n",
      "Output: 0000010000000000011000011101100001100100011000000000000111010100111100100010100000000000010010100000010000001000000000000000101011011001100010000000000000000011011100100010110000000001111100000000001000001100011000010000001000000110000001110010010001111111000001110000100000001111000000100000010000000010101110101111110010000100110010001110001011101010100000100000011110000000000001100000000000000010110000000000001010000000000000011100000000000011010000001100000000000000000000011100000011101100000000000011100000000000010000100000010000000000000000000010000100011001000000000000100000011011100100001000000000001010000000011000011011000000111001101110000000000000100000010100000110100000001111110000010000000001101100001011000100000100100001001010000100000110000011011000000000001100011011101000000001000000000010011111100110000000000011000000010001000000110000000000100000000100010100011001000000010000010010000011110111111000000010000111110000001000100010000000001110000000010000001111000000000000001100000000000011111000\n",
      "Output: 0000000001010000000000000000010010011110011100000000000100010100100111100110000000000000011110110000011100001100000000000000001011011111000010000000000011110111010111100000000000000001111000100010001100010000011000110000001100000000000000100111110110111001000010010000000001100001000000010000110110000101101010000000101100000110000000000010010010000010000000000000011000100000010000101000000000000100000000000000000010000000000000010100000000000010010000001010000010000000000100101100000000100100000000000001000000000000100101100000100000010000000000000011010010011000000000000000010000010010000101101100000011011011011100101000000011000000111001101010000000010000110000000110000000000000011011111000001010000010001100000110000100000100100000011010100010000000000011111100000000011111000000001000000100000000000010100000101000000000000011000000111000001000010000000001110000001100010100100001100000011000010000000010011000101000000000010111110000101100000010000000000110000000000000010000000000000011000000000110000000000000\n",
      "Output: 0000100111010000000000000000100010010010100100000000000000010100100100001100100000000000001110100110000010011100000000001000000011010000000011000000000100010100010000000000000000000010000100001011101100000000010011000000011110000011000000001000110010010001100011111000001100000111100011010000100110000000101000000000011100001111000001010010000000000010000000000000011000000000000000010000000000000100000000000000000011000000000000001000000000000000010000000100000010000000000000001100000000111110000000000011100000000000010101100001100000000000000000000011010100010000000000000000111001000110000101011100000010011001110100010000100000100000000011101011000001111110000000010010011101110000010011100100000110000001011100001011010110001000000000010110001111000000000011000100000000000011000000000000010000000000000000000000010000000000000101000001001000011000000000000000000000001010001110100011100000010100110000000110001000001100000000010111100000011100000100000000000001111000011100000000000000000011000000000000000000000000\n",
      "Output: 0000010001100000000000000000100000011000000110000000000000100101100100001110010000000000001111010001000011010000000000000010010110000000000101000000000100001000000010000000000000000110000001000011011100000000000010100000101000000000000000011000000010000000000010000000000111001111100011001001000000000000110000110000100000001111100001010100000000000100000001100000110000000000000000001000000000000110000000000000000011000000000000000000000000000000001000000011110100000000000100001100000001010011000000000001000000000000010000010001100000010000000001000101000100110000100000000001111101010101000100001100000000010000000110100000000111000000100000000000100011100010000000011000100000001000100000001000000100000001000000000011010110001100000000000101001001100000000011000000000000000010000000000000110000000000000000110000100000000000000000000000010000100000000100000000000000000100010010000001110000000000110011000100001000100100000000000000100000001100000010000000001101001000001100000000000000000011000010000010000000000000\n",
      "Output: 0000111000101000000000000000000010011000100110000000000000100101101100001000000000000000011001010000000010010000000000000010010100000000001010000000001000001110000111100000000000000111000011000001111000000000000000110000010000011110000000010100100010001000000000000000000000000100100011000001001100000010001000001000100000001001000011100100000000000000000010000000100000000000000000001100000000001110000000000000000011000000000100000000000000000000001000000011110100000000000000000100000001010101100000000011100000000000110000011011100000000000000001000100100110100000110000000001011010010101001100000000000000010110001100111110000101000000100000000000100111000000010000011000000000000000100100101000001100000000000000000011000110001110000000000000000001110000000100100000000000000110000000000000110000000000000001110000000000001000000000000000010000010000000100000000000000000110011000000011010000000000000011000000100000000100000000010101100000111100000000000000001110011100001110000000000000000111011100000011000000000000\n",
      "Output: 0001000010001000000000000000000011100001010110000000000001100001011110011101100000000000011111001000000001010000000000000111000100001100000100000000011100010000000100100000000000000100000000000010000100000000000000001000010000010010000000000000011010001000000100010000000000000001110111000000001100000010000000000000110000011111000010100000000000000000000000000001000000000000000000001100000000011100000000000000000010100000001000000000000000000000101000000000010110000000000100000000000011010100010100000001000000000000110010000011000001110000000011110110100000001000000000000000000101010100000100000100000000000111001101000001000010000000100000000001001000000001010000101000000000000001100100001100000000000000000000000000100110001000000000000000000001010000000100100000000000000101001000000001110000000000000010010000000000011100000000000000100100100000001100000000000000000010001100000011000000000000000100100100110000001000000000110010000000100100000000000000010000000100010001000000000000001000010001000010100000000000\n",
      "Output: 1111000011111100000000000000000010001001010001000000000001001000000100010100000000000000100010101110010001010000000000101100000000001100001000000000011000010000000111100000000000000101000000000011001100000000000001110000000000110011000000000000001000010000000000010000000000000011110100000001000010000100000000001001010000001101000001000000000000000000000011100001000000000000000000001100000000111000000000000000000010100000000101100000000000000001000000000110101010000000000000000000000011100110110100000001100000000110000011000011100000110000000001110000110000101000010000000000100001000100000110000000000000000011100101100000000011000000000000100011101100000001010000010000000000000001000000000100000100000000000000001011100111000000000000000000000000110000000100000000000000000010101000000010001000000000000011011000000000000100000000000000011100110000000000000000000000000111011110000010100000000000000000000100110000010000000000100000000001100110000000000000011000000000011111000000000000000000000011000000000000000000\n",
      "Output: 0000000000000000000000001110000000000000000000000000000000000000000000100000000000000000111000000000100000000000000000000000000000000000000000000000000000000000000000000000000100000000000000010000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110010000000000000000010100000000000100000000000000000000000000000001000000000000000000010000000000000000010000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000010000000000000000000000000000000000000000000100000000000000000000000000000000000000000100000000000000000000110000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000\n",
      "Output: 0000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000011000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000000001000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000001100000000000000000000000000000101000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000000110000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000010000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000111110000000000000000000000000011011100000001111100000000000000011000000000100000100000000000000000000000010000000000000000000000000100001000000010000000000000000001101101001000000000000000000000000110101000000000000000000000000001110000000000000000000000000000011100000000000000000000000000000110101000000000000000000000000110110100100000000000000000000001000010000000100000000000000000000000010000000000000000000001100000000010000010000000000000110111000000011111000000000000000111110000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000000000000000000000001000000000000011100000000000000010000100000001111100000000000000111110000000111111000000000000000000000000010000000000000000000000000110011100000000000000000000000001101001000000000000000000000000000000110000000000000000000000000010001000000000000000000000000000100010000000000000000000000000000000110000000000000000000000000110100100000000000000000000000001100111000000000000000000000000000000010000000000000000000011111000000011111100000000000000100001000000011111000000000000001000000000000011100000000000000001000100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000001100000000000100010000000000000110111000000010000000000000000000111110000000100001000000000000000111110000010111100000000000000000000111010110000000000000000000000001110000100000000000000000000000011101110000000000000000000000000000011000000000000000000000000000000110000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110101100000000000000000000111110000010111100000000000000011111000000010000100000000000001101110000000100000000000000000001100000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111000000000000000000000000000100001000000011000000000000000001000000000001101110000000000000001000000000110111100000000000000000110001101100110000000000000000000010000100100000000000000000000000010101010000000000000000000000000010000000000000000000000000000000100000000000000000000000000000010101010000000000000000000000001000010010000000000000000000001100011011001100000000000000001000000000110111100000000000000100000000000110111000000000000001000010000000110000000000000000011111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000011111000000000000000000000000001101110000000111110000000000000001100000000010000010000000000000000000000001000000000000000000000000010000100000001000000000000000000110110100100000000000000000000000011010100000000000000000000000000111000000000000000000000000000001110000000000000000000000000000011010100000000000000000000000011011010010000000000000000000000100001000000010000000000000000000000001000000000000000000000110000000001000001000000000000011011100000001111100000000000000011111000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001000100000000000000000000000000100000000000001110000000000000001000010000000111110000000000000011111000000011111100000000000000000000000001000000000000000000000000011001110000000000000000000000000110100100000000000000000000000000000011000000000000000000000000001000100000000000000000000000000010001000000000000000000000000000000011000000000000000000000000011010010000000000000000000000000110011100000000000000000000000000000001000000000000000000001111100000001111110000000000000010000100000001111100000000000000100000000000001110000000000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000110000000000010001000000000000011011100000001000000000000000000011111000000010000100000000000000011111000001011110000000000000000000011101011000000000000000000000000111000010000000000000000000000001110111000000000000000000000000000001100000000000000000000000000000011000000000000000000000000001110111000000000000000000000000011100001000000000000000000000000111010110000000000000000000011111000001011110000000000000001111100000001000010000000000000110111000000010000000000000000000110000000000010001000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001111100000000000000000000000000010000100000001100000000000000000100000000000110111000000000000000100000000011011110000000000000000011000110110011000000000000000000001000010010000000000000000000000001010101000000000000000000000000001000000000000000000000000000000010000000000000000000000000000001010101000000000000000000000000100001001000000000000000000000110001101100110000000000000000100000000011011110000000000000010000000000011011100000000000000100001000000011000000000000000001111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000001111100000000000000000000000000110111000000011111000000000000000110000000001000001000000000000000000000000100000000000000000000000001000010000000100000000000000000011011010010000000000000000000000001101010000000000000000000000000011100000000000000000000000000000111000000000000000000000000000001101010000000000000000000000001101101001000000000000000000000010000100000001000000000000000000000000100000000000000000000011000000000100000100000000000001101110000000111110000000000000001111100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1010000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000001\n",
      "Output: 1000000000000000000000000000001100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001\n",
      "Output: 1100000000000000000000000000001000000000000000000000000000000010110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000011\n",
      "Output: 1100000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000001\n",
      "Output: 0100000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000101000000000000000000000000000011\n",
      "Output: 0000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000000000000000010\n",
      "Saved data to CSV at Autoregressive_autoregressor\\data_temp_0.25_20240819123107.csv\n",
      "Generating for temperature 0.5...\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0011111000100011111111101000000001001000001000000111111000000000100000000100000000000100100000100011101100100100000000111100000000011111011001100000001000100010000101110110011000111000001110001011100000111011110000011011100111011110000001111011011100011001101111010001110010111110000110010001100001100101100001101111110000011011000000110000001101110000011100000011001100000001110000000110100010000000000100010100000001111000000110000000110000000000000110000010000001100100000010000000000000000000011001000001100000000000000000001100010000100100111000000001100001000010011001101110000000010100111011111010110010011100000011000000011111001000001000100000110010000011101100000001010000011100000001100001000000000110000111000001100000000000000010111011000000111101000000000000010110110000000000010000010011001000000000000000011110000001110000000000000000000000110000000100000000000000000000001010000110000000000000000011000000100010000011100000000001010000111000100000000100000000110111001100000000110000000000000001111011000000\n",
      "Output: 0100010000000001100000001100000001101000011000010000000000000000011011000110000000110000110000000010000100100110000001101100000100000000000110000001011010100000000000010000000011110001000011010000000101111000000001011100010100000010001000000000000010000110000000000011000000100000110000110000000110110100110100001000010000000100010101000000010000000000010001010000001100000000000000001000100000101000000010110100000001000100000100000011111000000000000010000001000001110110000110000000000000000000000011100001110001000000000000001000011001100110101000000001100000001000101000110000100000010100111010000010101010011100000100101000100000001100001000100000001000000000001110000000110000000010000011100011000000000000000001000010000000000000000010001000000000100110000000001000110010110000000100000000000001000000000000000000001001000001001000000000000000000010000000000100000000000000000000001010000110000100000000000011000010110010000001100000000011000000101000010001111000000000110000100000000000100110000000000000000000000000\n",
      "Output: 0101111000000001100000000000000010001000011000011000000000000000100011001001001000000001110000000111000001101100001101100010000000000000000111000101010010000010000000001000000001110100000011000000001111110000011000110100000100000000000010000000000000000100000000010000100001100001110000010000000010000000011000001100001000000001010101011000000000000000000011100011111000000110000000001100111000010000000010110000000000001100001110000100000000000000000000000000000001000001000101000000000000000000011100010000001011000000000000000000001101100000110000000001100010011000001000001100110000110101110011000100101000011100000011101001000000100000000000100000011000001000001001000000010000000110000001000010100000001100000000000001100000000000000011000100000000110000000000001000110001000000000001100000000011000000000000000000000000000000011000000000000000000001010000001100000000000000000000010011000110000110000000000110000110110010000000000000000010000001001100010001000100000000110000000000000000010000000000010100000000000000\n",
      "Output: 0011010000000010010000000000000011000010011000101000000010000000101011001001111100000011110000000111100001100010001101100000000000100000011101000100010000000100000000001000000010010101100001100000000111110000010100100000111000000010011010000000001001000010000000000000000001100001010000100000000110001000001000010100000000000111110101011100000000000000000010010000011100000111000000000001000000000000000000110000000000001010001110000000001100000000000000000001000011000000000000000000000000000000011000010010000011000000000000000100101111100001001000000011100111011010101100001111010000100000011001000111000100010010000100001101010001110100000000100000000000001000011000000000111000000110000101000001000000000010000000000011100000000000000100100000000000110100000000001100110000000000000000000000000010100000000000000000001000000000001000000000000000000000101000010010000000000000000000110001000101000000000000000100001110001010000000100000000010100001111100010000000000000001010000000000000000010110000000010100000000000000\n",
      "Output: 0111010001100010010000000000000010000010011110001000000011000000100011001001100000000110110000000000110010000001001011001000000001100000100100000101010100000110000000010000100011000101000000000000000100010000001011101000100100000001000000000100001110000011000000011101000001100011011000000000000001001000001000000000000000000100010001011100000110000000000011010000110100000101000000000001110000011110000000001000000000000000001110000000001100000000000000000011100011100011000000001000000000000000001000110010000011000000000100000000101000000000000100000011000000011010000000001101100000101001000001101000000011011110000000001101010010001000000010110000000000110100010010000000001100000000001001000010000000001011000000000000010000000000000010100000000000100000000000001111110000000000000000000000000010110000000000000000000000000001101100000000000000000010000000011110000000000000000000100101001110000000000000000100000000001011000000000000000010100010011100000000011000000001011000001110000000110110000000110110000000000000\n",
      "Output: 0101010001000110011000000000000010110010100011000000000111000000000010111000100000001110000000000101110111011000001100001100000000000001100000000101010110000000000000011001100011010001100001100000001110000000101010001000001100000011001000000101000000000011000000010110000001100010010000000000000001001000001000100100000000001110100001011100001110000000000100000001000100000011000000000001011000100010000000001000000000001000000000000100001010000000000000000010100001100100100000001100000000101000001100000000000011000000001100000000101000000000000110000010100000011010000000001100000000100000101100100000000011000011000000001101010111000000000110000000000000010110010100000000000010000000001101100000000000000000000000000000000000000000011000110000000000000000000000001000010000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000010000000000000000000100000001001110000000000000000010100000100100010000111000000011000100001001000001010000000000110000000001000000\n",
      "Output: 1101000000001001000000000100000001110010110010100000011110000000010000000000000000011110000000000001110001011000001100001100000000001000001000001101001000000000000000000100000010010010010001110000000001010000100010011000000000000000001000001001000000000011000000110111000001010000000000000000011101100000001001100100000000001100000010111100010010000000000100010000000100000010000000000001010000000000000000101000000000001100000100000110000011000000000000000000000001010001000000001100000001101000011111000000000011100000011010000010100000000000001000000110000000101011000000001110000000010000100000101000000011100000000000001101010111100000000000010000000001010000011000000000000000000000001101100000000000000001000000000000000000000000110000100000000000000000000000001100001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000100000000001110000001000000000111100000111101100000110000000010100000001110000000010010000000001010000000000000\n",
      "Output: 1101100100000101000000111000000000010000000001000000000110000000010001001111110000110000010000000001110000110000010000110000000000011100011100001101100111000010000000000100000110111110100000100000000001000001110110011000010000000000100000001111100000000000000001010001000001011000000000000000100101000001001011100000000000001101100000111100010100000000000101100000001100000110000000000001011000000000000000001100000000001100000000000110000011000000000000000011000010000000100000001010000001100000010001000000000010100000100000000000001000000000000100000100000001000011000000001001000000100000101110000000000010100000000000001100101100100000010000000000000011010101001000000000000000000000001110000000000000000000000000000000000000000000110000110000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000101000000000000000000110000001100001000011000000000100100000100100100000111000000000001000001001000000110100000000001100000010100000\n",
      "Output: 0100000000000010100000100000000011010000111101000000001001000000001101000100010000100010000000000011001010000000110010110100000000010100010100010000000001000000000010001100000000000010000001100000000011000000000000111000000000000000100000010000010000000000000000110000000000000000000000000000100100000011001000100000000000010001100000000100000100000000000100000000001000000111100000000001000000000000000000011100000000001110000000000100000100000000000000000111000010100000110000000000000001110000000000000000000000110000101000000000011100000000011100000100000001110111000000000111000000000000101110000000000010100000000000010000001100000000010000000000000010000101000000000000000000000000011110000000000000000000000000000001000000000000110000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000011000000000000000000110000001110111000010100000000000110000100100000000001000000000101000011011000001100000000000001100000010000000\n",
      "Output: 0000000000100000010000001011000000001000001000000000000001100000010011000010100001010001001010010110000100001010010100011010111001111000100000000001111011000001000000011000000000111011001111000000000100011100000110100000000001000001011010101101110001111011000011000100100010101000100001000100000100000100010000011011110000000011101001010001001100000000100000000111101000000000101000010000001011111010000000000000001110000010110110111110000000000000010000001000111001110000000110001000000001100101111100110111000100101000000110110010000000110000000000000000000011011101100000000000100000010011101000100000000000001010010000000000101010000000001010000001000000000001100000001001000111010000100001100000100101001100000000000011100000000101011000011001000011001100001110000000101110010101010110000111100010100111001110110010000010100000100000010110001111100010101000000000011110100000001010011000000000001100100000001000101001110000000110010111110000001000100010000000010100100000011000000101000010000100000110000000000011011000\n",
      "Output: 0000000001100000000000001000100000001100011000000010000010000000111111000000010000000001001010100000010000010100000101000010111111010000100000000000000000000000001100011000100000100000111110000000001101111100010000110100001000000010011000011100000001111110100000100111100110101101100000000000010101001110111100101101110010000011101001000000001000101000100000100000001100000001000000110000000000000010110000000000001010000000000000001001000000000001010000011000000000000000000110011100000001100000000000000100000000000000001111100000010000010000000100000001110000011111000000000000010000000001101000101000000000001000001000010000011010000000000011010100000000000000100000001111010010100000000111110000001101011010011000001011001000000111111110001000100011000100010001000011000001000101010111000000100001000100000010000000000110000000010000000000011010100000100000000000110000100000001000101001000000010000000010000000100001110000000100010111100001010100100010000000010011000100000000000101000000000010001100000110000010011000\n",
      "Output: 0000010000000000011000011101100001100100011000000000000111010100111100100010100000000000010010100000010000001000000000000000101011011001100010000000000000000011011100100010110000000001111100000000001000001100011000010000001000000110000001110010010001111111000001110000100000001111000000100000010000000010101110101111110010000100110010001110001011101010100000100000011110000000000001100000000000000010110000000000001010000000000000011100000000000011010000001100000000000000000000011100000011101100000000000011100000000000010000100000010000000000000000000010000100011001000000000000100000011011100100001000000000001010000000011000011011000000111001101110000000000000100000010100000110100000001111110000010000000001101100001011000100000100100001001010000100000110000011011000000000001100011011101000000001000000000010011111100110000000000011000000010001000000110000000000100000000100010100011001000000010000010010000011110111111000000010000111110000001000100010000000001110000000010000001111000000000000100100000000000011111000\n",
      "Output: 0000000001100000000000000000010010011110011100000000000100010100100111100110000000000000011110110000011100001100000000000000001011011111000010000000000011110111010111100000000000000001111000100010001100010000011000110000001100000000000000100111110110111001000010010000000001100001000000010000110110000101101010000000101100000110000000000010010010000010000000000000011000100000010000101000000000000100000000000000000010000000000000010100000000000010010000001010000010000000000100101100000000100100000000000001000000000000100101100000100000010000000000000011010010011000000000000000010000010010000101101100000011011011011100101000000011000000111001101010000000010000110000000110000000000000011011111000001010000010001100000110000100000100100000011010100010000000000011111100000000011111000000001000000100000000000010100000101000000000000011000000111000001000010000000001110000001100010100100001100000011000010000000010011000101000000000010111110000101100000010000000000110000000000000010000000000000010100000000110000000000000\n",
      "Output: 0000101110000000000000000000100010010010100100000000000000010100100100001100100000000000001110100110000010011100000000001000000011010000000011000000000100010100010000000000000000000010000100001011101100000000010011000000011110000011000000001000110010010001100011111000001100000111100011010000100110000000101000000000011100001111000001010010000000000010000000000000011000000000000000010000000000000100000000000000000011000000000000001000000000000000010000000100000010000000000000001100000000111110000000000011100000000000010101100001100000000000000000000011010100010000000000000000111001000110000101011100000010011001110100010000100000100000000011101011000001111110000000010010011101110000010011100100000110000001011100001011010110001000000000010110001111000000000011000100000000000011000000000000010010000000000000000000010000000000000101000001001000011000000000000000000000001010001110100011100000010100110000000110001000001100000000010111100000011100000100000000001000111000011100000000000000000000100000000000000000000000\n",
      "Output: 0000011011000000000000000000100000011110000000000000000000100101100100001110010000000000001111010001000011010000000000000010010110000000000101000000000100001000000010000000000000000110000001000011011100000000000010100000101000000000000000011000000010000000000010000000000111001111100011001001000000000000110000110000100000001111100001010100000000000100000001100000110000000000000000001000000000000110000000000000000011000000000000000000000000000000001000000011110100000000000100001100000001010011000000000001000000000000010000010001100000010000000001000101000100110000100000000001111101010101000100001100000000010000000110100000000111000000100000000000100011100010000000011000100000001000100000001000000100000001000000000011010110001100000000000101001001100000000011000000000000000010000000000000110000000000000000110000100000000000000000000000010000100000000100000000000000000100010010000001110000000000110011000100001000100100000000110000100000001100000010000000000110001000001100000000000000000110110100000010000000000000\n",
      "Output: 0000000011100000000000000000000010010010001000000000000000100101101101011010000000000000011001010000000010010000000000000010010100000000001010000000001000001110000111100000000000000111000011000001111000000000000000110000010000011110000000010100100010001000000000000000000000000100100011000001001100000010001000001000100000001001000011100100000000000000000010000000100000000000000000001100000000001110000000000000000011000000000100000000000000000000001000000011110100000000000000000100000001010101100000000011100000000000110000011011100000000000000001000100100110100000110000000001011010010101001100000000000000010110001100111110000101000000100000000000100111000000010000011000000000000000100100101000001100000000000000000011000110001110000000000000000001110000000100100000000000000110000000000000110000000000000001110000000000001000000000000000010000010000000100000000000000000110011000000011010000000001100011000000100000000100000000100101100000111100000000000000010001011000001110000000000000000100001000000011000000000000\n",
      "Output: 0000000000110000000000000000000011111010001100000000000001100001011110111011000000000000011111001000000110110000000000000111000100001100000100000000011100010000000100100000000000000100000000000010000100000000000000001000010000010010000000000000011010001000000100010000000000000001110111000000001100000010000000000000110000011111000010100000000000000000000000000001000000000000000000001100000000011100000000000000000010100000001000000000000000000000101000000000010110000000000100000000000011010100010100000001000000000000110010000011000001110000000011110110100000001000000000000000000101010100000100000100000000000111001101000001000010000000100000000001001000000001010000101000000000000001100100001100000000000000000000000000100110001000000000000000000001010000000100100000000000000101001000000001110000000000000010010000000000011100000000000000100100100000001100000000000000000010001100000011000000000001100100100100110000001000000000110100000000100100000000000000011001001000010001000000000000000000100000000010100000000000\n",
      "Output: 1111000001110000000000000000000010001010000010000000000001001000000010101000100000000000100010101110000010001000000000101100000000001111001100000000011000010000000111100000000000000101000000000011001100000000000001110000000000110011000000000000001000010000000000010000000000000011110100000001000010000100000000001001010000001101000001000000000000000000000011100001000000000000000000001100000000111000000000000000000010100000000101100000000000000001000000000110101010000000000000000000000011100110110100000001100000000110000011000011100000110000000001110000110000101000010000000000100001000100000110000000000000000011100101100000000011000000000000100011101100000001010000010000000000000001000000000100000100000000000000001011100111000000000000000000000000110000000100000000000000000010101000000010001000000000000011011000000000000100000000000000011100110000000000000000000000000111011110000010100000000011100000000100110000010000000001000110000001100110000000000000011001000000011111000000000000000000011100000000000000000000\n",
      "Output: 0000000000000000000000001110000000000000000000000000000000000000000000100000000000000000111000000000100000000000000000000000000000000000000000000000000000000000000000000000000100000000000000010000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110010000000000000000010100000000000100000000000000000000000000000001000000000000000000010000000000000000010000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000010000000000000000000000000000000000000000000100000000000000000000000000000000000000000100000000000000000000110000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000\n",
      "Output: 0000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000011000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000000001000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000001100000000000000000000000000000101000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000000110000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000010000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000111110000000000000000000000000011011100000001111100000000000000011000000000100000100000000000000000000000010000000000000000000000000100001000000010000000000000000001101101001000000000000000000000000110101000000000000000000000000001110000000000000000000000000000011100000000000000000000000000000110101000000000000000000000000110110100100000000000000000000001000010000000100000000000000000000000010000000000000000000001100000000010000010000000000000110111000000011111000000000000000111110000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000000000000000000000001000000000000011100000000000000010000100000001111100000000000000111110000000111111000000000000000000000000010000000000000000000000000110011100000000000000000000000001101001000000000000000000000000000000110000000000000000000000000010001000000000000000000000000000100010000000000000000000000000000000110000000000000000000000000110100100000000000000000000000001100111000000000000000000000000000000010000000000000000000011111000000011111100000000000000100001000000011111000000000000001000000000000011100000000000000001000100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000001100000000000100010000000000000110111000000010000000000000000000111110000000100001000000000000000111110000010111100000000000000000000111010110000000000000000000000001110000100000000000000000000000011101110000000000000000000000000000011000000000000000000000000000000110000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110101100000000000000000000111110000010111100000000000000011111000000010000100000000000001101110000000100000000000000000001100000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000011111000000000000000000000000000100001000000011000000000000000001000000000001101110000000000000001000000000110111100000000000000000110001101100110000000000000000000010000100100000000000000000000000010101010000000000000000000000000010000000000000000000000000000000100000000000000000000000000000010101010000000000000000000000001000010010000000000000000000001100011011001100000000000000001000000000110111100000000000000100000000000110111000000000000001000010000000110000000000000000011111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001101000000000000000000000000000010111000000000000000000000000001101110000000111110000000000000001100000000010000010000000000000000000000001000000000000000000000000010000100000001000000000000000000110110100100000000000000000000000011010100000000000000000000000000111000000000000000000000000000001110000000000000000000000000000011010100000000000000000000000011011010010000000000000000000000100001000000010000000000000000000000001000000000000000000000110000000001000001000000000000011011100000001111100000000000000011111000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001101100000000000000000000000000000000000000001110000000000000001000010000000111110000000000000011111000000011111100000000000000000000000001000000000000000000000000011001110000000000000000000000000110100100000000000000000000000000000011000000000000000000000000001000100000000000000000000000000010001000000000000000000000000000000011000000000000000000000000011010010000000000000000000000000110011100000000000000000000000000000001000000000000000000001111100000001111110000000000000010000100000001111100000000000000100000000000001110000000000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000010011000000010001000000000000001011100000001000000000000000000011111000000010000100000000000000011111000001011110000000000000000000011101011000000000000000000000000111000010000000000000000000000001110111000000000000000000000000000001100000000000000000000000000000011000000000000000000000000001110111000000000000000000000000011100001000000000000000000000000111010110000000000000000000011111000001011110000000000000001111100000001000010000000000000110111000000010000000000000000000110000000000010001000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011011000000000000000000000000001000000000001100000000000000000010000000000110111000000000000000100000000011011110000000000000000011000110110011000000000000000000001000010010000000000000000000000001010101000000000000000000000000001000000000000000000000000000000010000000000000000000000000000001010101000000000000000000000000100001001000000000000000000000110001101100110000000000000000100000000011011110000000000000010000000000011011100000000000000100001000000011000000000000000001111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000001000000000011111000000000000000111000000001000001000000000000000010000000100000000000000000000000001000010000000100000000000000000011011010010000000000000000000000001101010000000000000000000000000011100000000000000000000000000000111000000000000000000000000000001101010000000000000000000000001101101001000000000000000000000010000100000001000000000000000000000000100000000000000000000011000000000100000100000000000001101110000000111110000000000000001111100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1010000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1000000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001\n",
      "Output: 1100000000000000000000000000001100000000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000001100000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001\n",
      "Output: 0100000000000000000000000000001001000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000011000000000000000000000000000011\n",
      "Output: 0110000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000111000000000000000000000000000001\n",
      "Saved data to CSV at Autoregressive_autoregressor\\data_temp_0.5_20240819130106.csv\n",
      "Generating for temperature 0.75...\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0011111000100011111111101000000001001000001000000111111000000000100000000100000000000100100000100011101100100100000000111100000000011111011001100000001000100010000101110110011000111000001110001011100000111011110000011011100111011110000001111011011100011001101111010001110010111110000110010001100001100101100001101111110000011011000000110000001101110000011100000011001100000001110000000110100010000000000100010100000001111000000110000000110000000000000110000010000001100100000010000000000000000000011001000001100000000000000000001100010000100100111000000001100001000010011001101110000000010100111011111010110010011100000011000000011111001000001000100000110010000011101100000001010000011100000001100001000000000110000111000001100000000000000010111011000000111101000000000000010110110000000000010000010011001000000000000000011110000001110000000000000000000000110000000100000000000000000000001010000110000000000000000011000000100010000011100000000001010000111000100000000100000000110111001100000000110000000000000001111011000000\n",
      "Output: 0100010000000001100000001100000001101000011000010000000000000000011011000110000000110000110000000010000100100110000001101100000100000000000110000001011010100000000000010000000011110001000011010000000101111000000001011100010100000010001000000000000010000110000000000011000000100000110000110000000110110100110100001000010000000100010101000000010000000000010001010000001100000000000000001000100000101000000010110100000001000100000100000011111000000000000010000001000001110110000110000000000000000000000011100001110001000000000000001000011001100110101000000001100000001000101000110000100000010100111010000010101010011100000100101000100000001100001000100000001000000000001110000000110000000010000011100011000000000000000001000010000000000000000010001000000000100110000000001000110010110000000100000000000001000000000000000000001001000001001000000000000000000010000000000100000000000000000000001010000110000100000000000011000010110010000001100000000011000000101000010001111000000000110000100000000000100110000000000000000000000000\n",
      "Output: 0101111001100001100000000000000010001000011000011000000000000000100011001001001000000001110000000111000001101100001101100010000000000000000111000101010010000010000000001000000001110100000011000000001111110000011000110100000100000000000010000000000000000100000000010000100001100001110000010000000010000000011000001100001000000001010101011000000000000000000011100011111000000110000000001100111000010000000010110000000000001100001110000100000000000000000000000000000001000001000101000000000000000000011100010000001011000000000000000000001101100000110000000001100010011000001000001100110000110101110011000100101000011100000011101001000000100000000000100000011000001000001001000000010000000110000001000010100000001100000000000001100000000000000011000100000000110000000000001000110001000000000001100000000011000000000000000000000000000000011000000000000000000001010000001100000000000000000000010011000110000110000000000110000110110010000000000000000010000001001100010001000100000000110000000000000000110000000000010100000000000000\n",
      "Output: 0100010001100010010000000000000011000010100100101000000010000000101011001001111100000011110000000111100001100010001101100000000000100000011101000100010000000100000000001000000010010101100001100000000111110000010100100000111000000010011010000000001001000010000000000000000001100001010000100000000110001000001000010100000000000111110101011100000000000000000010010000011100000111000000000001000000000000000000110000000000001010001110000000001100000000000000000001000011000000000000000000000000000000011000010010000011000000000000000100101111100001001000000011100111011010101100001111010000100000011001000111000100010010000100001101010001110100000000100000000000001000011000000000111000000110000101000001000000000010000000000011100000000000000100100000000000110100000000001100110000000000000000000000000010100000000000000000001000000000001000000000000000000000101000010010000000000000000000110001000101000000000000000100001110001010000000100000000010100001111100010011000000000001010000000000000000000110000000010100000000000000\n",
      "Output: 1100100101100010010000000000000010101011100100001000000011000000100011011001100000000110110000000000110010000001001011001000000001100000100100000101010100000110000000010000100011000101000000000000000100010000001011101000100100000001000000000100001110000011000000011101000001100011011000000000000001001000001000000000000000000100010001011100000110000000000011010000110100000101000000000001110000011110000000001000000000000000001110000000001100000000000000000011100011100011000000001000000000000000001000110010000011000000000100000000101000000000000100000011000000011010000000001101100000101001000001101000000011011110000000001101010010001000000010110000000000110100010010000000001100000000001001000010000000001011000000000000010000000000000010100000000000100000000000001111110000000000000000000000000010110000000000000000000000000001101100000000000000000010000000011110000000000000000000100101001110000000000000000100000000001011001000000000000010100010011100000000011000000001011000001110000000101110000000100110000000000000\n",
      "Output: 1010100001100001111000000000000010001000000110000000000111000001010000000101100000001110000000000101111011011000001100001100000000000001100000000101010110000000000000011001100011010001100001100000001110000000101010001000001100000011001000000101000000000011000000010110000001100010010000000000000001001000001000100100000000001110100001011100001110000000000100000001000100000011000000000001011000100010000000001000000000001000000000000100001010000000000000000010100001100100100000001100000000101000001100000000000011000000001100000000101000000000000110000010100000011010000000001100000000100000101100100000000011000011000000001101010111000000000110000000000000010110010100000000000010000000001101100000000000000000000000000000000000000000011000110000000000000000000000001000010000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000010000100000000000000100000001001110000000000000000010100000100100010001101000000001000100001001000001011011000000110000000011000000\n",
      "Output: 1010100000110011110000010000000110010000010010001100011110000001011100001100010000011110000000000010111001011000001100001100000000001100001000001101001000000000000000000100000010010010010001110000000001010000100010011000000000000000001000001001000000000011000000110111000001010000000000000000011101100000001001100100000000001100000010111100010010000000000100010000000100000010000000000001010000000000000000101000000000001100000100000110000011000000000000000000000001010001000000001100000001101000011111000000000011100000011010000010100000000000001000000110000000101011000000001110000000010000100000101000000011100000000000001101010111100000000000010000000001010000011000000000000000000000001101100000000000000001000000000000000000000000110000100000000000000000000000001100001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000111000110000000000000100000000001110000100000000000011100000111101100011101100000011100000011010000001000011000000100110000011000000\n",
      "Output: 0011000011110110000000000100000100001000110111100110000010000001110001001101010001010000010000000110001011011000010000110000000000011010011100001101100111000010000000000100000110111110100000100000000001000001110110011000010000000000100000001111100000000000000001010001000001011000000000000000100101000001001011100000000000001101100000111100010100000000000101100000001100000110000000000001011000000000000000001100000000001100000000000110000011000000000000000011000010000000100000001010000001100000010001000000000010100000100000000000001000000000000100000100000001000011000000001001000000100000101110000000000010100000000000001100101100100000010000000000000011010101001000000000000000000000001110000000000000000000000000000000000000000000110000110000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000011000000000000000000000000101000001000000000001110000001100001000000000000000000100001101100100011111100000010000000010001000001001011100001000010001001000000\n",
      "Output: 1011110000010000011000001100000001111001000000000110000011000001111001000000001011000001100000001111101000000000010110110100000000110101000110010000000001000000000000001100000000000010000001100000000011000000000000111000000000000000100000010000010000000000000000110000000000000000000000000000100100000011001000100000000000010001100000000100000100000000000100000000001000000111100000000001000000000000000000011100000000001110000000000100000100000000000000000111000010100000110000000000000001110000000000000000000000110000101000000000011100000000011100000100000001110111000000000111000000000000101110000000000010100000000000010000001100000000010000000000000010000101000000000000000000000000011110000000000000000000000000000001000000000000110000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000001000000000000110000000000011100010000000000000110000011100111000000100000000000100001100100010011100010000000000000110101000001000000001011000000000010100000\n",
      "Output: 0000000000100000010000001011000000001000001000000000000001100000010011000010100001010001001010010110000100001010010100011010111001111000100000000001111011000001000000011000000000111011001111000000000100011100000110100000000001000001011010101101110001111011000011000100100010101000100001000100000100000100010000011011110000000011101001010001001100000000100000000111101000000000101000010000001011111010000000000000001110000010110110111110000000000000010000001000111001110000000110001000000001100101111100110111000100101000000110110010000000110000000000000000000011011101100000000000100000010011101000100000000000001010010000000000101010000000001010000001000000000001100000001001000111010000100001100000100101001100000000000011100000000101011000011001000011001100001110000000101110010101010110000111100010100111001110110010000010100000100000010110001111100010101000000000011110100000001010011000000000001100100000001000101001110000000110010111110000001000100010000000010100100000011000000101000010000100000110000000000011011000\n",
      "Output: 0000110000100000000000001000100000001100011000000010000010000000111111000000010000000001001010100000010000010100000101000010111111010000100000000000000000000000001100011000100000100000111110000000001101111100010000110100001000000010011000011100000001111110100000100111100110101101100000000000010101001110111100101101110010000011101001000000001000101000100000100000001100000001000000110000000000000010110000000000001010000000000000001001000000000001010000011000000000000000000110011100000001100000000000000100000000000000001111100000010000010000000100000001110000011111000000000000010000000001101000101000000000001000001000010000011010000000000011010100000000000000100000001111010010100000000111110000001101011010011000001011001000000111011110001000100011000100010001000011000001000101010111000000100001000100000010000000000110000000010000000000011010100000100000000000110000100000001000101001000000010000000010000000100001110000000100010111100001010100100010000000010011000100000000000101000000000010001100000110000010011000\n",
      "Output: 0000101000000000011000011101100001100010011000000000000111010100111100100010100000000000010010100000010000001000000000000000101011011001100010000000000000000011011100100010110000000001111100000000001000001100011000010000001000000110000001110010010001111111000001110000100000001111000000100000010000000010101110101111110010000100110010001110001011101010100000100000011110000000000001100000000000000010110000000000001010000000000000011100000000000011010000001100000000000000000000011100000011101100000000000011100000000000010000100000010000000000000000000010000100011001000000000000100000011011100100001000000000001010000000011000011011000000111001101110000000000000100000010100000110100000001111110000010000000001101100001011000100000100110001001010000100000110000011000000000000001100011011101000000001000000000010011111100110000000000011000000010001000000110000000000100000000100010100011001000000010000010010000011110111111000000010000111110000001000100010000000001110000000010000001111000000001010001100000000000011111000\n",
      "Output: 0001001101010000000000000000010010000011011100000000000100010100100101100110000000000000011110110000011100001100000000000000001011011111000010000000000011110111010111100000000000000001111000100010001100010000011000110000001100000000000000100111110110111001000010010000000001100001000000010000110110000101101010000000101100000110000000000010010010000010000000000000011000100000010000101000000000000100000000000000000010000000000000010100000000000010010000001010000010000000000100101100000000100100000000000001000000000000100101100000100000010000000000000011010010011000000000000000010000010010000101101100000011011011011100101000000011000001111001101010000000010000110000000110000000000000011011111000001011000010001100000110000100000110000000011010100010000000000011001100000000011111000000001000000000000000000010100000101000000000000011000000111000001000010000000001110000001100010100100001100000011000010000000010011000101000000000010111110000101100000010000000001110000000000000010000000000000010000000000110000000000000\n",
      "Output: 0000010001010000000000000000100010001000000100000000000000010100100010000100100000000000001110100111000010011100000000001000000011010000000011000000000100010100010000000000000000000010000100001011101100000000010011000000011110000011000000001000110010010001100011111000001100000111100011010000100110000000101000000000011100001111000001010010000000000010000000000000011000000000000000010000000000000100000000000000000011000000000000001000000000000000010000000100000010000000000000001100000000111110000000000011100100000000010101100001100000000000000000000011010100010000000000001000111001000110000101011100000000011001110100010000100000100001000011101011000001111110000000000000011101110000010011100100011011100001011100001011010110001011000000010110001111000000000011110000000000000011000000000000000000000000000000000000010000000000000101000001001000011000000000000000000000001010001110100011100000010100110000000110001000001100000000110111100000011100000100000000001011111000011100000000000000000100000000000000000000000000\n",
      "Output: 0000110000100000000000000000100000001100000110000000000000100101101010000010010000000000001111010001100000010000000000000010010110010000000101000000000100001000000010000000000000000110000001000011011100000000000010100000101000000000000000011000000010000000000010000000000111001111100011001001000000000000110000110000100000001111100001010100000000000100000001100000110000000000000000001000000000000110000000000000000011000000000000000000000000000000001000000011110100000000000100011100000001010011000000000001000010000000010000010001100000010000000001000101000100110000100000000001111101010101000100001100000000010000000110100000000111000000000100000000100011100010000000101100100000001000100000001000011011000001000000000011010110001000010000000101001001100000000010000000000000000010000000000000011000000000000000110000100000000000000000000000010000100000000100000000000000000100010010000001110000000011110011000100001000100100000001100000100000001100000010000000011010001000001100000000000000000110100010000010000000000000\n",
      "Output: 0001000000001000000000000000000010000000001110000000000000100101100000000010000000000000011001010110100000110000000000000010010100010000000010000000001000001110001011100000000000000111000011000001111000000000000000110000010000011110000000010100100010001000000000000000000000000100100011000001001100000010001000001000100000001001000011100100000000000000000010000000100000000000000000001100000000001110000000000000000011000000000100000000000000000001001000000011110100000000000000011100000001010101100000000011100111000000110000011011100000000000000001000100100110100000110000000001011010010101001100000000000000110110001100111110000101000000001110000000100111000000010001111110000000000000100100101000011000100000000000000011000110001001110000000000000001110000000010000000000000000110000000000000010000000000000001110000000000000000000000000000010000010000000100000000000110000110011000000011010000000111100011000000100000000100000000000101100000111100000000000000100000011100001110000000000000000000010100000011000000000000\n",
      "Output: 0000000000001000001100000000000010000000001010000000000001100001000000000100100000000000011111000111000000110000000000000111000101000000000100000000011100010000001000100000000000000100000000000010000100000000000000001000010000010010000000000000011010001000000100010000000000000001110111000000001100000010000000000000110000011111000010100000000000000000000000000001000000000000000000000100000000011100000000000000000100100000001000000000000000000001001000000000010110000000000100100010000011010100010100000001000101000000110010000011000001110001000011110110100000001000000000000011000101010100000100000100000000000011001101000001000010000010100011000001001000000001010001011000000000000001100100001100100000100000000000000000100110001011110000000000000001010000000011000000000000000101001000000000000000000000000010010000000000000000000000000000100100100000001110000000000010000010001100000011000000000010010100100100110000001000000001111010000000100100000000000000000000000100010001000000000000000000001101000010100000000000\n",
      "Output: 0000000000101100001100000000000000000000000011000000000001001000011000000100100000000000100010111110000000111000000000101100000011010000001100000000011000010000011000000000000000000101000000000011001100000000000001110000000000110011000000000000001000010000000000010000000000000011110100000001000010000100000000001001010000001101000001000000000000000000000011100001000000000000000000001000000000111000000000000000000011100000000101100000000000000011011100000110101010000000000000111110000011100110110100000001101110000110000011000011100000110000001111110000110000101000010000000001100001000100000110000000000000011111100101100000000011000011100001100011101100000001010001111100000000000001000000000100100000000000000000001011100111011011110000000000000000110000000011110000000000000010101000000000000000000000000011011000000000010000000000000000011100110000001010000000000000000111011110000010000000000110011000000100110000010000000001111110000001100110000000000000001101111000011111000000000000000000000101000110100000000000\n",
      "Output: 0000000000000000000000001110000000000000000000000000000000000000000000100000000000000000111000000000100000000000000000000000000000000000000000000000000000000000000000000000000100000000000000010000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110010000000000000000010100000000000100000000000000000000000000000001000000000000000000010000000000000000010000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000010000000000000000000000000000000000000000000100000000000000000000000000000000000000000100000000000000000000110000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000\n",
      "Output: 0000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001100000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000011000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000000001000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000001100000000000000000000000000000101000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000000110000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000010000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000111110000000000000000000000000011011100000001111100000000000000011000000000100000100000000000000000000000010000000000000000000000000100001000000010000000000000000001101101001000000000000000000000000110101000000000000000000000000001110000000000000000000000000000011100000000000000000000000000000110101000000000000000000000000110110100100000000000000000000001000010000000100000000000000000000000010000000000000000000001100000000010000010000000000000110111000000011111000000000000000111110000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000000000000000000000001000000000000011100000000000000010000100000001111100000000000000111110000000111111000000000000000000000000010000000000000000000000000110011100000000000000000000000001101001000000000000000000000000000000110000000000000000000000000010001000000000000000000000000000100010000000000000000000000000000000110000000000000000000000000110100100000000000000000000000001100111000000000000000000000000000000010000000000000000000011111000000011111100000000000000100001000000011111000000000000001000000000000011100000000000000001000100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000100000000000000001100000000000100010000000000000110111000000010000000000000000000111110000000100001000000000000000111110000010111100000000000000000000111010110000000000000000000000001110000100000000000000000000000011101110000000000000000000000000000011000000000000000000000000000000110000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110101100000000000000000000111110000010111100000000000000011111000000010000100000000000001101110000000100000000000000000001100000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000011111000000000000000000000000000100001000000011000000000000000001000000000001101110000000000000001000000000110111100000000000000000110001101100110000000000000000000010000100100000000000000000000000010101010000000000000000000000000010000000000000000000000000000000100000000000000000000000000000010101010000000000000000000000001000010010000000000000000000001100011011001100000000000000001000000000110111100000000000000100000000000110111000000000000001000010000000110000000000000000011111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001010000000000000000000000000000010111000000000000000000000000001101110000000111110000000000000001100000000010000010000000000000000000000001000000000000000000000000010000100000001000000000000000000110110100100000000000000000000000011010100000000000000000000000000111000000000000000000000000000001110000000000000000000000000000011010100000000000000000000000011011010010000000000000000000000100001000000010000000000000000000000001000000000000000000000110000000001000001000000000000011011100000001111100000000000000011111000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000001110000000000000001000010000000111110000000000000011111000000011111100000000000000000000000001000000000000000000000000011001110000000000000000000000000110100100000000000000000000000000000011000000000000000000000000001000100000000000000000000000000010001000000000000000000000000000000011000000000000000000000000011010010000000000000000000000000110011100000000000000000000000000000001000000000000000000001111100000001111110000000000000010000100000001111100000000000000100000000000001110000000000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000010000000010001000000000000001001010000001000000000000000000011111000000010000100000000000000011111000001011110000000000000000000011101011000000000000000000000000111000010000000000000000000000001110111000000000000000000000000000001100000000000000000000000000000011000000000000000000000000001110111000000000000000000000000011100001000000000000000000000000111010110000000000000000000011111000001011110000000000000001111100000001000010000000000000110111000000010000000000000000000110000000000010001000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000001000010000001100000000000000000010000000000110111000000000000000100000000011011110000000000000000011000110110011000000000000000000001000010010000000000000000000000001010101000000000000000000000000001000000000000000000000000000000010000000000000000000000000000001010101000000000000000000000000100001001000000000000000000000110001101100110000000000000000100000000011011110000000000000010000000000011011100000000000000100001000000011000000000000000001111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111000000000000000111000000001000001000000000000000010000000100000000000000000000000001000010000000100000000000000000011011010010000000000000000000000001101010000000000000000000000000011100000000000000000000000000000111000000000000000000000000000001101010000000000000000000000001101101001000000000000000000000010000100000001000000000000000000000000100000000000000000000011000000000100000100000000000001101110000000111110000000000000001111100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 1010000000000000000000000000000100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000001\n",
      "Output: 1000000000000000000000000000001100100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001\n",
      "Output: 1100000000000000000000000000001000000000000000000000000000000011110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000011\n",
      "Output: 1100000000000000000000000000010000000000000000000000000000000010100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000001\n",
      "Output: 0100000000000000000000000000001001000000000000000000000000000010000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000101000000000000000000000000000011\n",
      "Output: 0110000000000000000000000000011010000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001010000000000000000000000000000011\n",
      "Saved data to CSV at Autoregressive_autoregressor\\data_temp_0.75_20240819133122.csv\n",
      "Generating for temperature 1...\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0010111000100011111111101000000001001000001000000111111000000000100000000100000000000100100000100011101100100100000000111100000000011111011001100000001000100010000101110110011000111000001110001011100000111011110000011011100111011110000001111011011100011001101111010001110010111110000110010001100001100101100001101111110000011011000000110000001101110000011100000011001100000001110000000110100010000000000100010100000001111000000110000000110000000000000110000010000001100100000010000000000000000000011001000001100000000000000000001100010000100100111000000001100001000010011001101110000000010100111011111010110010011100000011000000011111001000001000100000110010000011101100000001010000011100000001100001000000000110000111000001100000000000000010111011000000111101000000000000010110110000000000010000010011001000000000000000011110000001110000000000000000000000110000000100000000000000000000001010000110000000000000000011000000100010000011100000000001010000111000100000000100000000110111001100000000110000000000000001111011000000\n",
      "Output: 0110110000000011100000001100000001011000011000010000000000000000011011000110000000110000110000000010000100100110000001101100000100000000000110000001011010100000000000010000000011110001000011010000000101111000000001011100010100000010001000000000000010000110000000000011000000100000110000110000000110110100110100001000010000000100010101000000010000000000010001010000001100000000000000001000100000101000000010110100000001000100000100000011111000000000000010000001000001110110000110000000000000000000000011100001110001000000000000001000011001100110101000000001100000001000101000110000100000010100111010000010101010011100000100101000100000001100001000100000001000000000001110000000110000000010000011100011000000000000000001000010000000000000000010001000000000100110000000001000110010110000000100000000000001000000000000000000001001000001001000000000000000000010000000000100000000000000000000001010000110000100000000000011000010110010000001100000000011000000101000010011111000000000110000100000000000111110000000100000000000000000\n",
      "Output: 1100001001100010100000000000000010000000011000111000000000000000110011001001001000000001110000000111000001101100001101100010000000000000000111000101010010000010000000001000000001110100000011000000001111110000011000110100000100000000000010000000000000000100000000010000100001100001110000010000000010000000011000001100001000000001010101011000000000000000000011100011111000000110000000001100111000010000000010110000000000001100001110000100000000000000000000000000000001000001000101000000000000000000011100010000001011000000000000000000001101100000110000000001100010011000001000001100110000110101110011000100101000011100000011101001000000100000000000100000011000001000001001000000010000000110000001000010100000001100000000000001100000000000000011000100000000110000000000001000110001000000000001100000000011000000000000000000000000000000011000000000000000000001010000001100000000000000000000010011000110000110000000000110000110110010000100000000000010000001001100010010000100000001110000000000000000000010000000100100000000000000\n",
      "Output: 1100000001100110110000000000000000000100100101101000000010000001100110001001101000000011110000001111100001100010001101100000000000100000011101000100010000000100000000001000000010010101100001100000000111110000010100100000111000000010011010000000001001000010000000000000000001100001010000100000000110001000001000010100000000000111110101011100000000000000000010010000011100000111000000000001000000000000000000110000000000001010001110000000001100000000000000000001000011000000000000000000000000000000011000010010000011000000000000000100101111100001001000000011100111011010101100001111010000100000011001000111000100010010000100001101010001110100000000100000000000001000011000000000111000000110000101000001000000000010000000000011100000000000000100100000000000110100000000001100110000000000000000000000000010100000000000000000001000000000001000000000000000000000101000010010000000000000000000110001000101000000000000000100001110001010000000100000000100100001111100010000000000000001010000000000000001000011000000100100000000000000\n",
      "Output: 1100010001101000110000000000000001001000100100001100000011000001100001001001101000000110110000011000100010000010001011001000000000100000100100000101010100000110000000010000100011000101000000000000000100010000001011101000100100000001000000000100001110000011000000011101000001100011011000000000000001001000001000000000000000000100010001011100000110000000000011010000110100000101000000000001110000011110000000001000000000000000001110000000001100000000000000000011100011100011000000001000000000000000001000110010000011000000000100000000101000000000000100000011000000011010000000001101100000101001000001101000000011011110000000001101010010001000000010110000000000110100010010000000001100000000001001000010000000001011000000000000010000000000000010100000000000100000000000001111110000000000000000000000000010110000000000000000000000000001101100000000000000000010000000011110000000000000000000100101001110000000000000000000000000001011000000000000000001100010011100000000001100000011011000001110000011000000011001100110000000000000\n",
      "Output: 0010000010001101000000000000000101001100100001011100000111000001010011011101110101001110000000011100000111011100001100001100001000000001100000001101010110000000000000011001100011010001100001100000001110000000101010001000001100000011001000000101000000000011000000010110000001100010010000000000000001001000001000100100000000001110100001011100001110000000000100000001000100000011000000000001011000100010000000001000000000001000000000000100001010000000000000000010100001100100100000001100000000101000001100000000000011000000001100000000101000000000000110000010100000011010000000001100000000100000101100100000000011000011000000001101010111000000000110000000000000010110010100000000000010000000001101100000000000000000000000000000000000000000011000110000000000000000000000001000010000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000010000000000000000000000000001001110000000000000000011100000100100010000000000000111000100001001000011000010111101100000000001000000\n",
      "Output: 0010010010110001000000010100000001111110000100010100011110000011011011000001000101011110000000111100000000010110000100001100000100000010001001001001001000000111000000000100000100010010010001110000000001010000100010011000000000000000001000001001000000000011000000110111000001010000000000000000011101100000001001100100000000001100000010111100010010000000000100010000000100000010000000000001010000000000000000101000000000001100000100000110000011000000000000000000000001010001000000001100000001101000011111000000000011100000011010000010100000000000001000000110000000101011000000001110000000010000100000101000000011100000000000001101010111100000000000010000000001010000011000000000000000000000001101100000000000000001000000000000000000000000110000100000000000000000000000001100001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000100000000001110000000000000001111100000111101101000000001101101111000001110000001000001111100000000000000000000\n",
      "Output: 1000010010001000100001010100000000000010000110110010000010000011000000100011000100010000010000000110010000110111100100110000010000000000001011010011100111000100000000000100000110011110100001010000000001000001100110011000010000000000100000001111100000000000000001010001000001011000000000000000100101000001001011100000000000001101100000111100010100000000000101100000001100000110000000000001011000000000000000001100000000001100000000000110000011000000000000000111000010000000100000001010000001100000010001000000000010100000100000000000001000000000000100000100000001000011000000001001000000100000101110000000000010100000000000001100101100100000010000000000000011010101001000000000000000000000001110000000000000000000000000000000000000000000110000110000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000101000000000000000110110000001100001000000000000011000000000100100110000000000001100001000001001000001000001000000110100000000100000\n",
      "Output: 1000001100011000110000001100000100000111001011111000000011000001000001100000000000110001100000100000000001000100100000110100000000000000011011000110000001001100000000000110000001000010000011000000000011000000000000111000001000000000100000010000010000000000000000110000000000000000000000000000100100000011001000100000000000010001100000000100000100000000000100000000001000000111100000000001000000000000000000011100000000001110001000000100000100000000000000000101000010100000110000000000000010010000000001000000000000110000101000000000011100000000011100000100000001110111000000000111000000000000101110000000000010100000000000010000001100000000010000000000000010000101000000000000000000000000011110000000000000000000000000000001000000000000110000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000011100000000000001110000000001110101000000000000100101100000100100110000000000001001000000000111000000000000000010111100000011100000\n",
      "Output: 0000000000100000010000001011000000001000001000000000000001100000010011000010100001010001001010010110000100001010010100011010111001111000100000000001111011000001000000011000000000111011001111000000000100011100000110100000000001000001011010101101110001111011000011000100100010101000100001000100000100000100010000011011110000000011101001010001001100000000100000000111101000000000101000010000001011111010000000000000001110000010110110111110000000000000010000001000111001110000000110001000000001100101111100110111000100101000000110110010000000110000000000000000000011011101100000000000100000010011101000100000000000001010010000000000101010000000001010000001000000000001100000001001000111010000100001100000100101001100000000000011100000000101011000011001000011001100001110000000101110010101010110000111100010100111001110110010000010100000100000010110001111100010101000000000011110100000001010011000000000001100100000001000101001110000000110010111110000001000100010000000010100100000011000000101000010000100000110000000000011011000\n",
      "Output: 0000110001100000000000001000100000001100011000000010000010000000111111000000010000000001001010100000010000010100000101000010111111010000100000000000000000000000001100011000100000100000111110000000001101111100010000110100001000000010011000011100000001111110100000100111100110101101100000000000010101001110111100101101110010000011101001000000001000101000100000100000001100000001000000110000000000000010110000000000001010000000000000001001000000000001010000011000000000000000000110011100000001100000000000000100000000000000001111100000010000010000000100000001110000011111000000000000010000000001101000101000000000001000001000010000011010000000000011010100000000000000100000001111010010100000000111110000001101011010011000001011001000000111111110001000100011000100010001000011000001000101010111000000100001000100000010000000000110000000010000000000011010100000101000000000110000100000001000101001000000010000000010000000100001110000000100010111100001010100100010000000010011000100000000000101000000000010001100000110000010001000\n",
      "Output: 0000101010000000001000011100000001100010011000000000000111010100111100100010100000000000010010100000010000001000000000000000101011011001100010000000000000000011011100100010110000000001111100000000001000001100011000010000001000000110000001110010010001111111000001110000100000001111000000100000010000000010101110101111110010000100110010001110001011101010100000100000011110000000000001100000000000000010110000000000001010000000000000011100000000000011010000001100000000000000000000011100000011101100000000000011100000000000010000100000010000000000000000000010000100011001000000000000100000011011100100001000000000001010000000011000011011000000111001101110000000000000100000010100000110100000001111110000010000000001101100001011000100000100100001001010000100000110000011011000000000001100011011101000000001000000000010011111100111000000000011000000010001000000100000000000100000000100010100011001000000010000010010000011110111111000000010000111110000001000100010000000001110000000010000001101110000001010100100000000000011011100\n",
      "Output: 0001001010100000000000000001010010000010011100000000000100001100100101100110000000000000011110110000011100001100000000000000001011011111000010000000000011110111010111100000000000000001111000100010001100010000011000110000001100000000000000100111110110111001000010010000000001100001000000010000110110000101101010000000101100000110000000000010010010000010000000000000011000100000010000101000000000000100000000000000000010000000000000010100000000000010010000001010000010000000000100101100000000100100000000000001000000000000100101100000100000010000000000000011010010011000000000000000010000010010000101101100000011011011011100101000000011000000111001101010000000010000110000000110000000000000011011111000001010000010001100000110000100000100100000011010100010000000000011111100000000011111000000001100000100000000000010100000101001000000000011000000111000001000000000000001110000001100010100100001100000011000010000000010011000101000000000010111110000101100000000000000001010000000000000010000000000000010110000000010000000010100\n",
      "Output: 0000011010010000000000000001011010001010100100000000000000000000100010001100100000000000001110100111000010011100000000001000000011010000000011000000000100010100010000000000000000000010000100001011101100000000010011000000011110000011000000001000110010010001100011111000001100000111100011010000100110000000101000000000011100001111000001010010000000000010000000000000011000000000000000010000000000000100000000000000000011000000000000001001000000000000010000000100000010000000000000001100000000111110000000000011100000000000010101100001100000000000000000000011010100010000000000000000111001000110000101011100000010011001110100010000100000100000000011101011000001111110000000010010011101110000010011100100000110000001011100001011010110001000000000010110001111000000100011000100000000000011000000001100010000000000000000000000010011000000000101000001001000011000000000000000000000001010001110100001100000010100110000000110001000001000000000010111100000011100000000000000001000011000000100000000000000000110100000000000000000000000\n",
      "Output: 0000100011000000000000000000000000001010101110000000000000100010101011001110010000000000000100010001100011010000000000000010010110010000000101000000000100001000000010000000000000001110000001000011011100000000000010100000101000000000000000011000000010000000000010000000000111001111100011001001000000000000110000110000100000001111100001010100000000000100000001100000110000000000000000001000000000000110000000000000000011000000000000000000000000000000001000000011110100000000000100001100000001010011000000000001000000000000010000010001100000010000000001000101000100110000100000000001111101010101000100001100000000010000000110100000000111000000100000000000100011100010000000011000100000001000100000001000000100000001000000000011010111001100000000000101001001100000000011000000000000000010000000010000110000000000000000110000100011000000000000000000010000100000000000000000000000000100010010000001100000000000110011000100001000011000000000110100100000011100000000000000011011001000000100000000000000000000000110000000000000001100\n",
      "Output: 0000010111000000000000000000010000001000000110000000000000000001100000000000000000000000001100010110010010010000000000000001101100010000001010000000011000001110001011100000000000001011000011000001111000000000000010110000010000011110000000010100100010001000000000000000000000000100100011000001001100000010001000001000100000001001000011100100000000000000000010000000100000000000000000001100000000001110000000000000000011000000001100000000000000000000001000000011110100000000000000000100000001010101100000000011100000000000110000011011100000000000000001000100100110100000110000000001011010010101001100000000000000010110001100111110000101000000100000000000100111000000010000011000000000000000100100101100001100000000000000000011000011001110000000000000000001110011000100100000000000000110000000001000110000000000000001110000000010000000000000000000010000010000000000000000000000000110011000000001100000000001110011000011000000011000000001100011100000111100000000000000011011101100000100000000000000000101001110000000000000000000\n",
      "Output: 0000110111000000000000000000000010000000100000000000000000000011010000000001100000000000001110000110000000010000000000000010000001010010000100000000011100000001001000100000000000001000000000000010000100000000000110101000010000010010000000000000101010001000000100010000000000000001110111000000001100000010000000000000110000011111000010100000000000000000000000000001000000000000000000001100000000001100000000000000000010100000001000000000000000000000101000000100010110000000000100000000000011010100010100000001000000000000110010000011000001110000000011110110100000001000000000000000000101010100000100000100000000000111001101000001000010000000100000000001001000000001011000101000000000000001100100010010000000000000000000000000101001101000000000000000000001010001010100100000000000000101001000001000110000000000000010010000000000000000000000000000100100100000000000000000000010000010010000000001100000000011111000100000000000011000000001000000000000000000000000000000100010000100001100000000000000001100000011000000000000000000\n",
      "Output: 1000111111001000000000000000000010000001110000000000000000010001011000000001100000000000001100010100000000110000000000100010000011010000000000000000011000000000011100110000000000011000000000000011001100000000000110000000000000110011000000000001101000010000000000010000000000000001110100000001000010000100000000001001010000001101000001000000000000000000000011100001000000000000000000001100000000011000000000000000000010100000000011100000000000000001000000001100101010000000000000000000000000000110110100000001100000000110000011000011100000110000000001110000110000101000010000000000100001000100000110000000000000000011100101100000000010100000000000100011101100000001011000010000000000000001000000110000000100000000000000001011101101000000000000000000000000110001010100000000000000000010101000001000110000000000000011011000000000000000000000000000011110000000000000000000000010000111000000000001100000000011110000000000000000011000000001100000000000000000000000000000100000001100000000000000000000011011010011000000000000000000\n",
      "Output: 0000000000000000000000001110000000000000000000000000000000000000000000100000000000000000111000000000100000000000000000000000000000000000000000000000000000000000000000000000000100000000000000010000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110010000000000000000010100000000000100000000000000000000000000000001000000000000000000010000000000000000010000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000010000000000000000000000000000000000000000000100000000000000000000000000000000000000000100000000000000000000110000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000\n",
      "Output: 0000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000001000000000000000000000000000001100000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000100000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000011000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011100000000000000000000000000000001000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000001100000000000000000000000000000101000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000010100000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110000000000000000000000000000000110000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000010000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001110111000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000010010100100000000000000000000000101101101000000000000000000000011000000011000000000000000000000001010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000110001100000000000000000000000110010100100000000000000000000000101101101000000000000000000000011001010011000000000000000000000001000001000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110001100000000000000000000000110010100100000000000000000000000001101101000000000000000000000011001010011000000000000000000000001100011000000000000000000000001100101001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000111100011000000000000000000000001100101001000000000000000000000000111011010000000000000000000000010010100110000000000000000000000011101110000000000000000000000011001010011000000000000000000000010110110100000000000000000000000100101001000000000000000000000000110001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000010010001100000000000000000000000100010100100000000000000000000001010101101000000000000000000000001000000011000000000000000000000101010101000000000000000000000001100000001100000000000000000000001011011010000000000000000000000010010100100000000000000000000000011000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000001110000000000000000000000000000011110011000000000000000000000011000101001000000000000000000000010010011010000000000000000000000101000100110000000000000000000001010000010000000000000000000000010001010011000000000000000000000010110110100000000000000000000000100101001000000000000000000000000110001100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000111110000000000000000000000000011011100000001111100000000000000011000000000100000100000000000000000000000010000000000000000000000000100001000000010000000000000000001101101001000000000000000000000000110101000000000000000000000000001110000000000000000000000000000011100000000000000000000000000000110101000000000000000000000000110110100100000000000000000000001000010000000100000000000000000000000010000000000000000000001100000000010000010000000000000110111000000011111000000000000000111110000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000010001000000000000000000000000001000000000000011100000000000000010000100000001111100000000000000111110000000111111000000000000000000000000010000000000000000000000000110011100000000000000000000000001101001000000000000000000000000000000110000000000000000000000000010001000000000000000000000000000100010000000000000000000000000000000110000000000000000000000000110100100000000000000000000000001100111000000000000000000000000000000010000000000000000000011111000000011111100000000000000100001000000011111000000000000001000000000000011100000000000000001000100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000001100000000000100010000000000000110111000000010000000000000000000111110000000100001000000000000000111110000010111100000000000000000000111010110000000000000000000000001110000100000000000000000000000011101110000000000000000000000000000011000000000000000000000000000000110000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110101100000000000000000000111110000010111100000000000000011111000000010000100000000000001101110000000100000000000000000001100000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011111000000001000000000000000000100001000000111000000000000000001000000000001101110000000000000001000000000110111100000000000000000110001101100110000000000000000000010000100100000000000000000000000010101010000000000000000000000000010000000000000000000000000000000100000000000000000000000000000010101010000000000000000000000001000010010000000000000000000001100011011001100000000000000001000000000110111100000000000000100000000000110111000000000000001000010000000110000000000000000011111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000011111000000011100000000000000001101110000000000110000000000000001100000000000000010000000000000000000000001000000000000000000000000010000100000001000000000000000000110110100100000000000000000000000011010100000000000000000000000000111000000000000000000000000000001110000000000000000000000000000011010100000000000000000000000011011010010000000000000000000000100001000000010000000000000000000000001000000000000000000000110000000001000001000000000000011011100000001111100000000000000011111000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000001000100000000100000000000000000100000000000001110000000000000001000010000000011110000000000000011111000000000000100000000000000000000000000000000000000000000000000011001110000000000000000000000000110100100000000000000000000000000000011000000000000000000000000001000100000000000000000000000000010001000000000000000000000000000000011000000000000000000000000011010010000000000000000000000000110011100000000000000000000000000000001000000000000000000001111100000001111110000000000000010000100000001111100000000000000100000000000001110000000000000000100010000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000110000000000010001000000000000011011100000000010010000000000000011111000000000010100000000000000011111000010000000000000000000000000011101110000000000000000000000000111000010000000000000000000000001110111000000000000000000000000000001100000000000000000000000000000011000000000000000000000000001110111000000000000000000000000011100001000000000000000000000000111010110000000000000000000011111000001011110000000000000001111100000001000010000000000000110111000000010000000000000000000110000000000010001000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110010000000011000000000000000010000100000000010011000000000000100000000000000001000000000000000100000000111000000000000000000000011000111110000000000000000000000001000000010000000000000000000000001010101000000000000000000000000001000000000000000000000000000000010000000000000000000000000000001010101000000000000000000000000100001001000000000000000000000110001101100110000000000000000100000000011011110000000000000010000000000011011100000000000000100001000000011000000000000000001111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000001100000000000011000000000000000110000000000000111010000000000000110000000001000000100000000000000000000000001000000000000000000000001000010001000000000000000000000011011000010000000000000000000000001100000000000000000000000000000011100000000000000000000000000000111000000000000000000000000000001101010000000000000000000000001101101001000000000000000000000010000100000001000000000000000000000000100000000000000000000011000000000100000100000000000001101110000000111110000000000000001111100000000000000000000000000001110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000001000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000011000000000000000000000000000000\n",
      "Output: 0110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000111000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001110000000000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000001000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000100000000000000000000000000000001000000000000000000000000000000000000011100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1110000000000000000000000000000010000000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000000110000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001010000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000100100000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 1100000000000000000000000000000101000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000000\n",
      "Output: 0100000000000000000000000000000101000000000000000000000000000001000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000010000000000000000000000000000011\n",
      "Output: 0100000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000001\n",
      "Output: 1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Output: 0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000\n",
      "Saved data to CSV at Autoregressive_autoregressor\\data_temp_1_20240819140108.csv\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import torch\n",
    "from datetime import datetime\n",
    "\n",
    "def save_data_to_csv(df, row_indices, autoreg_list, temp, base_dir=\"Autoregressive_autoregressor\"):\n",
    "    \"\"\"\n",
    "    Saves the ground truth and autoregressively generated data into a CSV file.\n",
    "    \n",
    "    Parameters:\n",
    "    df (pd.DataFrame): DataFrame containing the ground truth data.\n",
    "    row_indices (list of int): List of indices corresponding to the rows in the DataFrame to extract ground truth states.\n",
    "    autoreg_list (list of list of str): List containing lists of string data representing the autoregressively generated states.\n",
    "    temp (float): The temperature used for generating the states.\n",
    "    base_dir (str): Base directory to save the CSV file.\n",
    "    \"\"\"\n",
    "    # Create the output directory if it doesn't exist\n",
    "    os.makedirs(base_dir, exist_ok=True)\n",
    "    \n",
    "    # Prepare data for saving\n",
    "    data = []\n",
    "    for i, row_index in enumerate(row_indices):\n",
    "        gt_states = parse_and_convert_ground_truth(df, row_index)\n",
    "        autoreg_states = autoreg_list[i]\n",
    "        \n",
    "        # Ensure the initial state is included in both rows\n",
    "        initial_state = gt_states[0]\n",
    "        \n",
    "        gt_row = [initial_state] + gt_states[1:]  # Ground truth row\n",
    "        autoreg_row = [initial_state] + autoreg_states  # Autoregressive row\n",
    "\n",
    "        data.append([\"Ground Truth\"] + gt_row)\n",
    "        data.append([\"Autoregressive\"] + autoreg_row)\n",
    "    \n",
    "    # Convert to DataFrame for easier saving\n",
    "    columns = [\"Type\"] + [f\"State {i + 1}\" for i in range(len(gt_row))]\n",
    "    data_df = pd.DataFrame(data, columns=columns)\n",
    "    \n",
    "    # Generate a unique CSV filename\n",
    "    timestamp = datetime.now().strftime(\"%Y%m%d%H%M%S\")\n",
    "    csv_path = os.path.join(base_dir, f\"data_temp_{temp}_{timestamp}.csv\")\n",
    "    \n",
    "    # Save the DataFrame to a CSV file\n",
    "    data_df.to_csv(csv_path, index=False)\n",
    "    print(f\"Saved data to CSV at {csv_path}\")\n",
    "\n",
    "def autoregressive_generation(model, tokenizer, initial_input_str, num_steps, temp):\n",
    "    current_input = extract_task(initial_input_str, end_task_token='>')\n",
    "    generated_states = []\n",
    "\n",
    "    for _ in range(num_steps):\n",
    "        current_input_tensor = torch.Tensor(tokenizer.texts_to_sequences(current_input, do_padding=False)).to(device)\n",
    "        current_input_tensor = current_input_tensor.transpose(0, 1).long()\n",
    "        with torch.no_grad():\n",
    "            sample = model.generate(\n",
    "                prompts=current_input_tensor,\n",
    "                seq_len=generate_length,\n",
    "                temperature=temp,\n",
    "                cache_kv=True\n",
    "            )\n",
    "\n",
    "        output_str = extract_sample(tokenizer.sequences_to_texts(sample[:1])[0])\n",
    "        print(f\"Output: {output_str}\")\n",
    "        generated_states.append(output_str)\n",
    "\n",
    "        # Update the input for the next step\n",
    "        current_input = f\"@PredictNextState<{output_str}>\"\n",
    "\n",
    "        del sample, current_input_tensor\n",
    "        torch.cuda.empty_cache()\n",
    "\n",
    "    return generated_states\n",
    "\n",
    "\n",
    "# Assuming X_data_test[2] is already defined\n",
    "X_data_test_new = X_data_test[2]\n",
    "\n",
    "# Calculate max_length and generate_length dynamically\n",
    "max_length = len(X_data_test_new[0])\n",
    "generate_length = max_length - len(\"@PredictNextState<>\") - (32 * 32)\n",
    "\n",
    "# Initialize tokenizer\n",
    "tokenizer_X = Tokenizer(max_length, device)\n",
    "\n",
    "# Load the model for epoch 50\n",
    "epoch = 16\n",
    "model_path = f\"model_parameters\\\\07_22_2024_Conway_2_State_Jump_Rot_Pos_On_Masking_On_Broad_Entropy_Homog_2024-07-23 10-37-31\\\\LifeGPT_epoch_{epoch}.pt\"\n",
    "model = load_model(model_path, max_length, num_words=256)\n",
    "\n",
    "# Define the temperatures\n",
    "temperatures = [0, 0.25, 0.5, 0.75, 1]\n",
    "\n",
    "# Generate and save the states\n",
    "num_steps = 9  # Number of steps to generate autoregressively\n",
    "ground_truth_df = df_test  # Use the df_test DataFrame for ground truth data\n",
    "\n",
    "for temp in temperatures:\n",
    "    print(f\"Generating for temperature {temp}...\")\n",
    "    \n",
    "    autoregressive_states = []\n",
    "    row_indices = []\n",
    "    \n",
    "    for i, item in enumerate(X_data_test_new):\n",
    "        # Take the initial input from the test data\n",
    "        initial_input_str = str(item)\n",
    "        \n",
    "        # Generate subsequent states\n",
    "        generated_states = autoregressive_generation(model, tokenizer_X, initial_input_str, num_steps, temp)\n",
    "        autoregressive_states.append(generated_states)\n",
    "        row_indices.append(i)  # Assuming the index in X_data_test corresponds to the DataFrame row\n",
    "        \n",
    "        del generated_states\n",
    "        torch.cuda.empty_cache()\n",
    "    \n",
    "    # Save the data for the current temperature\n",
    "    save_data_to_csv(ground_truth_df, row_indices, autoregressive_states, temp)\n",
    "\n",
    "    del autoregressive_states\n",
    "    torch.cuda.empty_cache()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Gif Generation for Epoch 16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GIF saved at Figures\\evolution_temp_0_sample_1.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_2.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_3.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_4.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_5.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_6.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_7.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_8.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_9.gif\n",
      "GIF saved at Figures\\evolution_temp_0_sample_10.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_1.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_2.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_3.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_4.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_5.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_6.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_7.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_8.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_9.gif\n",
      "GIF saved at Figures\\evolution_temp_0.25_sample_10.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_1.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_2.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_3.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_4.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_5.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_6.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_7.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_8.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_9.gif\n",
      "GIF saved at Figures\\evolution_temp_0.5_sample_10.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_1.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_2.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_3.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_4.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_5.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_6.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_7.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_8.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_9.gif\n",
      "GIF saved at Figures\\evolution_temp_0.75_sample_10.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_1.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_2.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_3.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_4.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_5.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_6.gif\n",
      "not square!\n",
      "[[0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " ...\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]]\n",
      "not square!\n",
      "[[0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " ...\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]]\n",
      "not square!\n",
      "[[0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " ...\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]\n",
      " [0.5 0.5 0.5 ... 0.5 0.5 0.5]]\n",
      "GIF saved at Figures\\evolution_temp_1_sample_7.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_8.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_9.gif\n",
      "GIF saved at Figures\\evolution_temp_1_sample_10.gif\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import glob\n",
    "import seaborn as sns\n",
    "from PIL import Image, ImageDraw, ImageFont\n",
    "\n",
    "def create_gifs_from_csv(csv_path_pattern, temp, output_dir=\"Figures\", fps=5):\n",
    "    \"\"\"\n",
    "    Creates looping GIFs from the CSV file, showing the evolution of Ground Truth (GT), Predicted (Pred),\n",
    "    and Discrepancy states together.\n",
    "\n",
    "    Parameters:\n",
    "    csv_path_pattern (str): Pattern to match the CSV files.\n",
    "    temp (float): The temperature associated with the data.\n",
    "    output_dir (str): Directory to save the generated GIFs.\n",
    "    fps (int): Frames per second for the GIF.\n",
    "    \"\"\"\n",
    "    # Use glob to find the file that matches the pattern\n",
    "    csv_files = glob.glob(csv_path_pattern)\n",
    "    \n",
    "    if not csv_files:\n",
    "        print(f\"No CSV files found for temperature {temp}\")\n",
    "        return\n",
    "    \n",
    "    # Assuming only one file matches the pattern\n",
    "    csv_path = csv_files[0]\n",
    "    \n",
    "    # Read the CSV file\n",
    "    df = pd.read_csv(csv_path)\n",
    "\n",
    "    # Determine the number of states and samples\n",
    "    num_columns = len([col for col in df.columns if \"State\" in col])\n",
    "    num_samples = df.shape[0] // 2  # Since we have GT and Pred rows, divide by 2\n",
    "    \n",
    "    os.makedirs(output_dir, exist_ok=True)\n",
    "\n",
    "    for i in range(num_samples):\n",
    "        frames = []\n",
    "        for j in range(num_columns):\n",
    "            fig, axes = plt.subplots(3, 1, figsize=(3, 9), dpi=300)\n",
    "\n",
    "            gt_row = df.iloc[2 * i, 1:]  # Skip the first column which is 'Type'\n",
    "            pred_row = df.iloc[2 * i + 1, 1:]\n",
    "\n",
    "            # GT image\n",
    "            plot_image(axes[0], gt_row.iloc[j], f\"GT\", \"gray\")\n",
    "            # Predicted image\n",
    "            plot_image(axes[1], pred_row.iloc[j], f\"Predicted\", \"gray\")\n",
    "            # Discrepancy image\n",
    "            discrepancy_matrix = calculate_discrepancy_matrix(gt_row.iloc[j], pred_row.iloc[j])\n",
    "            plot_discrepancy(axes[2], discrepancy_matrix, f\"Discrepancy\")\n",
    "\n",
    "            # Add titles\n",
    "            fig.suptitle(f\"Sample {i + 1} | Temperature: {temp} | Epoch: 16/50\", fontsize=10)\n",
    "\n",
    "            plt.tight_layout(pad=2.0)\n",
    "            \n",
    "            # Save the figure to a temporary file\n",
    "            temp_file = os.path.join(output_dir, f\"temp_frame_{j}.png\")\n",
    "            plt.savefig(temp_file, dpi=300)\n",
    "            plt.close(fig)\n",
    "            \n",
    "            # Add the image to the frame list\n",
    "            frames.append(Image.open(temp_file))\n",
    "\n",
    "        # Create the GIF\n",
    "        gif_path = os.path.join(output_dir, f\"evolution_temp_{temp}_sample_{i + 1}.gif\")\n",
    "        frames[0].save(gif_path, save_all=True, append_images=frames[1:], duration=1000 // fps, loop=0)\n",
    "        print(f\"GIF saved at {gif_path}\")\n",
    "\n",
    "        # Clean up temporary files\n",
    "        for frame in frames:\n",
    "            os.remove(frame.filename)\n",
    "\n",
    "def plot_image(ax, state, ylabel, cmap):\n",
    "    \"\"\"\n",
    "    Plots an image from the state data.\n",
    "\n",
    "    Parameters:\n",
    "    ax (Axes): The axes to plot on.\n",
    "    state (str): The state as a string of 0s and 1s.\n",
    "    ylabel (str): The label for the y-axis.\n",
    "    cmap (str): The color map for the image.\n",
    "    \"\"\"\n",
    "    ax.set_ylabel(ylabel, fontsize=10, rotation=90, labelpad=10, va='center')\n",
    "    ax.tick_params(left=False, bottom=False, labelleft=False, labelbottom=False)  # Turn off ticks and labels\n",
    "    for spine in ax.spines.values():\n",
    "        spine.set_linewidth(0.5)  # Set the width of the spines\n",
    "    if not is_perfect_square(len(state)) or not check_state_length(state):\n",
    "        ax.text(0.5, 0.5, \"DATA NOT SQUARE\", fontsize=10, ha='center', va='center', rotation=45)\n",
    "    else:\n",
    "        ax.imshow(1 - convert_to_square_image(state, cell_size=10), cmap=cmap, vmin=0, vmax=1)\n",
    "\n",
    "def plot_discrepancy(ax, discrepancy_matrix, ylabel):\n",
    "    \"\"\"\n",
    "    Plots the discrepancy matrix.\n",
    "\n",
    "    Parameters:\n",
    "    ax (Axes): The axes to plot on.\n",
    "    discrepancy_matrix (ndarray): The discrepancy matrix to plot.\n",
    "    ylabel (str): The label for the y-axis.\n",
    "    \"\"\"\n",
    "    sns.heatmap(discrepancy_matrix, cmap=\"plasma\", cbar=False, square=True, ax=ax)\n",
    "    ax.set_ylabel(ylabel, fontsize=10, rotation=90, labelpad=10, va='center')\n",
    "    ax.tick_params(left=False, bottom=False, labelleft=False, labelbottom=False)  # Turn off ticks and labels\n",
    "\n",
    "def calculate_discrepancy_matrix(gt_state, pred_state):\n",
    "    \"\"\"\n",
    "    Calculate the discrepancy matrix between GT and Predicted states.\n",
    "\n",
    "    Parameters:\n",
    "    gt_state (str): The ground truth state.\n",
    "    pred_state (str): The predicted state.\n",
    "\n",
    "    Returns:\n",
    "    np.ndarray: The discrepancy matrix.\n",
    "    \"\"\"\n",
    "    if len(gt_state) == len(pred_state):\n",
    "        discrepancy_matrix = np.array([\n",
    "            1 if gt_state[k] != pred_state[k] else 0\n",
    "            for k in range(len(gt_state))\n",
    "        ]).reshape((32, 32))\n",
    "    else:\n",
    "        print('not square!')\n",
    "        discrepancy_matrix = np.full((32, 32), 0.5)  # Handle error gracefully\n",
    "        print(discrepancy_matrix)\n",
    "    \n",
    "    return discrepancy_matrix\n",
    "\n",
    "def convert_to_square_image(state, cell_size=1):\n",
    "    \"\"\"\n",
    "    Converts a string state representation into a square image with adjustable cell size.\n",
    "    \n",
    "    Parameters:\n",
    "    state (str): The state as a string of 0s and 1s.\n",
    "    cell_size (int): The size of each cell in pixels. Default is 1.\n",
    "    \n",
    "    Returns:\n",
    "    2D numpy array representing the square image with adjusted cell size.\n",
    "    \"\"\"\n",
    "    length = len(state)\n",
    "    size = int(np.sqrt(length))\n",
    "    assert size * size == length, \"State length is not a perfect square\"\n",
    "    image = np.array([int(pixel) for pixel in state]).reshape((size, size))\n",
    "    \n",
    "    # Adjust the cell size by repeating the rows and columns\n",
    "    image = np.kron(image, np.ones((cell_size, cell_size)))\n",
    "    \n",
    "    return image\n",
    "\n",
    "def is_perfect_square(length):\n",
    "    \"\"\"\n",
    "    Check if a number is a perfect square.\n",
    "    \"\"\"\n",
    "    size = int(np.sqrt(length))\n",
    "    return size * size == length\n",
    "\n",
    "def check_state_length(state):\n",
    "    \"\"\"\n",
    "    Check if the state has 1024 entries.\n",
    "    \"\"\"\n",
    "    return len(state) == 1024\n",
    "\n",
    "# Example usage\n",
    "temperatures = [0, 0.25, 0.5, 0.75, 1]\n",
    "base_dir = \"ARAR\\\\10_iterations\\\\Epoch 16\"\n",
    "\n",
    "for temp in temperatures:\n",
    "    csv_path_pattern = os.path.join(base_dir, f\"data_temp_{temp}_*.csv\")\n",
    "    create_gifs_from_csv(csv_path_pattern, temp)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Autoregressive generation for Epoch 50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import torch\n",
    "from datetime import datetime\n",
    "\n",
    "def save_data_to_csv(df, row_indices, autoreg_list, temp, base_dir=\"Autoregressive_autoregressor\"):\n",
    "    \"\"\"\n",
    "    Saves the ground truth and autoregressively generated data into a CSV file.\n",
    "    \n",
    "    Parameters:\n",
    "    df (pd.DataFrame): DataFrame containing the ground truth data.\n",
    "    row_indices (list of int): List of indices corresponding to the rows in the DataFrame to extract ground truth states.\n",
    "    autoreg_list (list of list of str): List containing lists of string data representing the autoregressively generated states.\n",
    "    temp (float): The temperature used for generating the states.\n",
    "    base_dir (str): Base directory to save the CSV file.\n",
    "    \"\"\"\n",
    "    # Create the output directory if it doesn't exist\n",
    "    os.makedirs(base_dir, exist_ok=True)\n",
    "    \n",
    "    # Prepare data for saving\n",
    "    data = []\n",
    "    for i, row_index in enumerate(row_indices):\n",
    "        gt_states = parse_and_convert_ground_truth(df, row_index)\n",
    "        autoreg_states = autoreg_list[i]\n",
    "        \n",
    "        # Ensure the initial state is included in both rows\n",
    "        initial_state = gt_states[0]\n",
    "        \n",
    "        gt_row = [initial_state] + gt_states[1:]  # Ground truth row\n",
    "        autoreg_row = [initial_state] + autoreg_states  # Autoregressive row\n",
    "\n",
    "        data.append([\"Ground Truth\"] + gt_row)\n",
    "        data.append([\"Autoregressive\"] + autoreg_row)\n",
    "    \n",
    "    # Convert to DataFrame for easier saving\n",
    "    columns = [\"Type\"] + [f\"State {i + 1}\" for i in range(len(gt_row))]\n",
    "    data_df = pd.DataFrame(data, columns=columns)\n",
    "    \n",
    "    # Generate a unique CSV filename\n",
    "    timestamp = datetime.now().strftime(\"%Y%m%d%H%M%S\")\n",
    "    csv_path = os.path.join(base_dir, f\"data_temp_{temp}_epoch_50_{timestamp}.csv\")\n",
    "    \n",
    "    # Save the DataFrame to a CSV file\n",
    "    data_df.to_csv(csv_path, index=False)\n",
    "    print(f\"Saved data to CSV at {csv_path}\")\n",
    "\n",
    "def autoregressive_generation(model, tokenizer, initial_input_str, num_steps, temp):\n",
    "    current_input = extract_task(initial_input_str, end_task_token='>')\n",
    "    generated_states = []\n",
    "\n",
    "    for _ in range(num_steps):\n",
    "        current_input_tensor = torch.Tensor(tokenizer.texts_to_sequences(current_input, do_padding=False)).to(device)\n",
    "        current_input_tensor = current_input_tensor.transpose(0, 1).long()\n",
    "\n",
    "        with torch.no_grad():\n",
    "            sample = model.generate(\n",
    "                prompts=current_input_tensor,\n",
    "                seq_len=generate_length,\n",
    "                temperature=temp,\n",
    "                cache_kv=True\n",
    "            )\n",
    "\n",
    "        output_str = extract_sample(tokenizer.sequences_to_texts(sample[:1])[0])\n",
    "        print(f\"Output: {output_str}\")\n",
    "        generated_states.append(output_str)\n",
    "\n",
    "        # Update the input for the next step\n",
    "        current_input = f\"@PredictNextState<{output_str}>\"\n",
    "\n",
    "        del sample, current_input_tensor\n",
    "        torch.cuda.empty_cache()\n",
    "\n",
    "    return generated_states\n",
    "\n",
    "\n",
    "# Assuming X_data_test[2] is already defined\n",
    "X_data_test_new = X_data_test[2]\n",
    "\n",
    "# Calculate max_length and generate_length dynamically\n",
    "max_length = len(X_data_test_new[0])\n",
    "generate_length = max_length - len(\"@PredictNextState<>\") - (32 * 32)\n",
    "\n",
    "# Initialize tokenizer\n",
    "tokenizer_X = Tokenizer(max_length, device)\n",
    "\n",
    "# Load the model for epoch 50\n",
    "epoch = 50\n",
    "model_path = f\"C:\\\\Users\\\\jaime\\\\ML_Playground_1\\\\model_parameters\\\\07_22_2024_Conway_2_State_Jump_Rot_Pos_On_Masking_On_Broad_Entropy_Homog_2024-07-23 10-37-31\\\\LifeGPT_epoch_{epoch}.pt\"\n",
    "model = load_model(model_path, max_length, num_words=256)\n",
    "\n",
    "# Define the temperatures\n",
    "temperatures = [0, 0.25, 0.5, 0.75, 1]\n",
    "\n",
    "# Generate and save the states\n",
    "num_steps = 9  # Number of steps to generate autoregressively\n",
    "ground_truth_df = df_test  # Use the df_test DataFrame for ground truth data\n",
    "\n",
    "for temp in temperatures:\n",
    "    print(f\"Generating for temperature {temp}...\")\n",
    "    \n",
    "    autoregressive_states = []\n",
    "    row_indices = []\n",
    "    \n",
    "    for i, item in enumerate(X_data_test_new):\n",
    "        # Take the initial input from the test data\n",
    "        initial_input_str = str(item)\n",
    "        \n",
    "        # Generate subsequent states\n",
    "        generated_states = autoregressive_generation(model, tokenizer_X, initial_input_str, num_steps, temp)\n",
    "        autoregressive_states.append(generated_states)\n",
    "        row_indices.append(i)  # Assuming the index in X_data_test corresponds to the DataFrame row\n",
    "        \n",
    "        del generated_states\n",
    "        torch.cuda.empty_cache()\n",
    "    \n",
    "    # Save the data for the current temperature\n",
    "    save_data_to_csv(ground_truth_df, row_indices, autoregressive_states, temp)\n",
    "\n",
    "    del autoregressive_states\n",
    "    torch.cuda.empty_cache()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Gif Generation for Epoch 50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import glob\n",
    "import seaborn as sns\n",
    "from PIL import Image, ImageDraw, ImageFont\n",
    "\n",
    "def create_gifs_from_csv(csv_path_pattern, temp, output_dir=\"Figures/Epoch 50 GIFs\", fps=5):\n",
    "    \"\"\"\n",
    "    Creates looping GIFs from the CSV file, showing the evolution of Ground Truth (GT), Predicted (Pred),\n",
    "    and Discrepancy states together.\n",
    "\n",
    "    Parameters:\n",
    "    csv_path_pattern (str): Pattern to match the CSV files.\n",
    "    temp (float): The temperature associated with the data.\n",
    "    output_dir (str): Directory to save the generated GIFs.\n",
    "    fps (int): Frames per second for the GIF.\n",
    "    \"\"\"\n",
    "    # Use glob to find the file that matches the pattern\n",
    "    csv_files = glob.glob(csv_path_pattern)\n",
    "    \n",
    "    if not csv_files:\n",
    "        print(f\"No CSV files found for temperature {temp}\")\n",
    "        return\n",
    "    \n",
    "    # Assuming only one file matches the pattern\n",
    "    csv_path = csv_files[0]\n",
    "    \n",
    "    # Read the CSV file\n",
    "    df = pd.read_csv(csv_path)\n",
    "\n",
    "    # Determine the number of states and samples\n",
    "    num_columns = len([col for col in df.columns if \"State\" in col])\n",
    "    num_samples = df.shape[0] // 2  # Since we have GT and Pred rows, divide by 2\n",
    "    \n",
    "    os.makedirs(output_dir, exist_ok=True)\n",
    "\n",
    "    for i in range(num_samples):\n",
    "        frames = []\n",
    "        for j in range(num_columns):\n",
    "            fig, axes = plt.subplots(3, 1, figsize=(3, 9), dpi=300)\n",
    "\n",
    "            gt_row = df.iloc[2 * i, 1:]  # Skip the first column which is 'Type'\n",
    "            pred_row = df.iloc[2 * i + 1, 1:]\n",
    "\n",
    "            # GT image\n",
    "            plot_image(axes[0], gt_row.iloc[j], f\"GT\", \"gray\")\n",
    "            # Predicted image\n",
    "            plot_image(axes[1], pred_row.iloc[j], f\"Predicted\", \"gray\")\n",
    "            # Discrepancy image\n",
    "            discrepancy_matrix = calculate_discrepancy_matrix(gt_row.iloc[j], pred_row.iloc[j])\n",
    "            plot_discrepancy(axes[2], discrepancy_matrix, f\"Discrepancy\")\n",
    "\n",
    "            # Add titles\n",
    "            fig.suptitle(f\"Sample {i + 1} | Temperature: {temp} | Epoch: 50/50\", fontsize=10)\n",
    "\n",
    "            plt.tight_layout(pad=2.0)\n",
    "            \n",
    "            # Save the figure to a temporary file\n",
    "            temp_file = os.path.join(output_dir, f\"temp_frame_{j}.png\")\n",
    "            plt.savefig(temp_file, dpi=300)\n",
    "            plt.close(fig)\n",
    "            \n",
    "            # Add the image to the frame list\n",
    "            frames.append(Image.open(temp_file))\n",
    "\n",
    "        # Create the GIF\n",
    "        gif_path = os.path.join(output_dir, f\"evolution_temp_{temp}_sample_{i + 1}.gif\")\n",
    "        frames[0].save(gif_path, save_all=True, append_images=frames[1:], duration=1000 // fps, loop=0)\n",
    "        print(f\"GIF saved at {gif_path}\")\n",
    "\n",
    "        # Clean up temporary files\n",
    "        for frame in frames:\n",
    "            os.remove(frame.filename)\n",
    "\n",
    "def plot_image(ax, state, ylabel, cmap):\n",
    "    \"\"\"\n",
    "    Plots an image from the state data.\n",
    "\n",
    "    Parameters:\n",
    "    ax (Axes): The axes to plot on.\n",
    "    state (str): The state as a string of 0s and 1s.\n",
    "    ylabel (str): The label for the y-axis.\n",
    "    cmap (str): The color map for the image.\n",
    "    \"\"\"\n",
    "    ax.set_ylabel(ylabel, fontsize=10, rotation=90, labelpad=10, va='center')\n",
    "    ax.tick_params(left=False, bottom=False, labelleft=False, labelbottom=False)  # Turn off ticks and labels\n",
    "    for spine in ax.spines.values():\n",
    "        spine.set_linewidth(0.5)  # Set the width of the spines\n",
    "    if not is_perfect_square(len(state)) or not check_state_length(state):\n",
    "        ax.text(0.5, 0.5, \"DATA NOT SQUARE\", fontsize=10, ha='center', va='center', rotation=45)\n",
    "    else:\n",
    "        ax.imshow(1 - convert_to_square_image(state, cell_size=10), cmap=cmap, vmin=0, vmax=1)\n",
    "\n",
    "def plot_discrepancy(ax, discrepancy_matrix, ylabel):\n",
    "    \"\"\"\n",
    "    Plots the discrepancy matrix.\n",
    "\n",
    "    Parameters:\n",
    "    ax (Axes): The axes to plot on.\n",
    "    discrepancy_matrix (ndarray): The discrepancy matrix to plot.\n",
    "    ylabel (str): The label for the y-axis.\n",
    "    \"\"\"\n",
    "    sns.heatmap(discrepancy_matrix, cmap=\"plasma\", cbar=False, square=True, ax=ax)\n",
    "    ax.set_ylabel(ylabel, fontsize=10, rotation=90, labelpad=10, va='center')\n",
    "    ax.tick_params(left=False, bottom=False, labelleft=False, labelbottom=False)  # Turn off ticks and labels\n",
    "\n",
    "def calculate_discrepancy_matrix(gt_state, pred_state):\n",
    "    \"\"\"\n",
    "    Calculate the discrepancy matrix between GT and Predicted states.\n",
    "\n",
    "    Parameters:\n",
    "    gt_state (str): The ground truth state.\n",
    "    pred_state (str): The predicted state.\n",
    "\n",
    "    Returns:\n",
    "    np.ndarray: The discrepancy matrix.\n",
    "    \"\"\"\n",
    "    if len(gt_state) == len(pred_state):\n",
    "        discrepancy_matrix = np.array([\n",
    "            1 if gt_state[k] != pred_state[k] else 0\n",
    "            for k in range(len(gt_state))\n",
    "        ]).reshape((32, 32))\n",
    "    else:\n",
    "        print('not square!')\n",
    "        discrepancy_matrix = np.full((32, 32), 0.5)  # Handle error gracefully\n",
    "        print(discrepancy_matrix)\n",
    "    \n",
    "    return discrepancy_matrix\n",
    "\n",
    "def convert_to_square_image(state, cell_size=1):\n",
    "    \"\"\"\n",
    "    Converts a string state representation into a square image with adjustable cell size.\n",
    "    \n",
    "    Parameters:\n",
    "    state (str): The state as a string of 0s and 1s.\n",
    "    cell_size (int): The size of each cell in pixels. Default is 1.\n",
    "    \n",
    "    Returns:\n",
    "    2D numpy array representing the square image with adjusted cell size.\n",
    "    \"\"\"\n",
    "    length = len(state)\n",
    "    size = int(np.sqrt(length))\n",
    "    assert size * size == length, \"State length is not a perfect square\"\n",
    "    image = np.array([int(pixel) for pixel in state]).reshape((size, size))\n",
    "    \n",
    "    # Adjust the cell size by repeating the rows and columns\n",
    "    image = np.kron(image, np.ones((cell_size, cell_size)))\n",
    "    \n",
    "    return image\n",
    "\n",
    "def is_perfect_square(length):\n",
    "    \"\"\"\n",
    "    Check if a number is a perfect square.\n",
    "    \"\"\"\n",
    "    size = int(np.sqrt(length))\n",
    "    return size * size == length\n",
    "\n",
    "def check_state_length(state):\n",
    "    \"\"\"\n",
    "    Check if the state has 1024 entries.\n",
    "    \"\"\"\n",
    "    return len(state) == 1024\n",
    "\n",
    "# Example usage\n",
    "temperatures = [0, 0.25, 0.5, 0.75, 1]\n",
    "base_dir = \"ARAR\\\\10_iterations\\\\Epoch 50\"\n",
    "\n",
    "for temp in temperatures:\n",
    "    csv_path_pattern = os.path.join(base_dir, f\"data_temp_{temp}_epoch_50_*.csv\")\n",
    "    create_gifs_from_csv(csv_path_pattern, temp)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Test samples that match training samples:\n",
      "                                                   0\n",
      "0                                            State 1\n",
      "1  0000000000000000000000000000000000000000000000...\n",
      "5  1111111111111111111111111111111111111111111111...\n"
     ]
    }
   ],
   "source": [
    "##This code looks to see if any of the testing set samples are identical to training set samples\n",
    "import pandas as pd\n",
    "\n",
    "# File paths\n",
    "training_file ='LifeGPT\\\\conway_states_0_1_10000by32by32by10_toroidal_20240711_133408.csv'\n",
    "test_file ='LifeGPT\\\\conway_test_states_32by32_20240716_151502.csv'\n",
    "\n",
    "# Load the datasets, selecting only the first column\n",
    "training_data = pd.read_csv(training_file, usecols=[0], header=None)\n",
    "test_data = pd.read_csv(test_file, usecols=[0], header=None)\n",
    "\n",
    "# Check for matches\n",
    "matches = test_data[test_data[0].isin(training_data[0])]\n",
    "\n",
    "if not matches.empty:\n",
    "    print(f\"Test samples that match training samples:\\n{matches}\")\n",
    "else:\n",
    "    print(\"No matching samples found.\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\toroidal_grid_glider_gun.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\toroidal_grid_glider_gun.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\toroidal_grid_glider_gun.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\toroidal_grid_glider_gun.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
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      "\u001b[A\n",
      "\u001b[A\n",
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      "\u001b[A\n",
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      "                                                                \n",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\toroidal_grid_glider_gun.mp4\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\blinkers.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\cloverleaf.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\glider.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\hammer_head_spaceship.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\order_param_0.25.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\order_param_0.5.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\order_param_0.75.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\order_param_0.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\order_param_1.gif, skipping...\n",
      "MP4 already exists for c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\Ground_Truth\\r_pentomino.gif, skipping...\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_1.mp4\n"
     ]
    },
    {
     "name": "stderr",
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_1.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
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      "                                                                \n",
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_10.mp4\n"
     ]
    },
    {
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_10.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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      "                                                                \n",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_2.mp4\n"
     ]
    },
    {
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_2.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "\n",
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      "                                                                \n",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_3.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                                \n",
      "                                                                \n",
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_3.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_4.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_5.mp4\n",
      "\n"
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      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_6.mp4\n"
     ]
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      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_6.mp4\n",
      "\n"
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      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_7.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_8.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_9.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0\\evolution_temp_0_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n",
      "\n"
     ]
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    {
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     "output_type": "stream",
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n"
     ]
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    {
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n"
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n"
     ]
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     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_1.mp4\n",
      "\n"
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      "\u001b[A                                                             "
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      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_10.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_2.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_3.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_3.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_4.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_5.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_6.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_7.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_8.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_9.mp4\n",
      "\n"
     ]
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    {
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     "output_type": "stream",
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 0.75\\evolution_temp_0.75_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_1.mp4\n",
      "\n"
     ]
    },
    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_10.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_2.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_3.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_3.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_4.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_5.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_6.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_7.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_8.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 16\\Temperature 1\\evolution_temp_1_sample_9.mp4\n",
      "\n"
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      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_1.mp4\n"
     ]
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     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_1.mp4\n",
      "\n"
     ]
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    {
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      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_10.mp4\n"
     ]
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     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_10.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_2.mp4\n"
     ]
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     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_2.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_3.mp4\n"
     ]
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     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_3.mp4\n",
      "\n"
     ]
    },
    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_4.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_5.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_6.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_7.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_8.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_9.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0\\evolution_temp_0_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n",
      "\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "\n",
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     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n"
     ]
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    {
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n"
     ]
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    {
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n",
      "\n"
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.25\\evolution_temp_0.25_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n",
      "\n"
     ]
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n",
      "\n"
     ]
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    {
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      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n",
      "\n"
     ]
    },
    {
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     "output_type": "stream",
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n",
      "\n"
     ]
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    {
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      "\n",
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     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n"
     ]
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      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n",
      "\n"
     ]
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    {
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     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
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     ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 0.5\\evolution_temp_0.5_sample_9.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_1.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_1.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_1.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_1.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "\n",
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      "                                                                \n",
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     ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_1.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_10.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_10.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_10.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_10.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_10.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_2.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_2.mp4\n"
     ]
    },
    {
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_2.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_2.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_2.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_3.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_3.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_3.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_3.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_3.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_4.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_4.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_4.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_4.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_4.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_5.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_5.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_5.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_5.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_5.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_6.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_6.mp4\n"
     ]
    },
    {
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      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_6.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_6.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
      "                                                                \n",
      "                                                                \n",
      "t:   0%|          | 1/235 [15:06<58:56:21, 906.76s/it, now=None]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_6.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_7.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_7.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "                                                                \n",
      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_7.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_7.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
      "                                                                \n",
      "                                                                \n",
      "t:   0%|          | 1/235 [15:07<58:58:40, 907.35s/it, now=None]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_7.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_8.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_8.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                                \n",
      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_8.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_8.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
      "                                                                \n",
      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_8.mp4\n",
      "Converting c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_9.gif to c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_9.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                                \n",
      "                                                                \n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Building video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_9.mp4.\n",
      "Moviepy - Writing video c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_9.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[A\n",
      "\u001b[A\n",
      "\u001b[A\n",
      "                                                                \n",
      "                                                                \n",
      "t:   0%|          | 1/235 [15:08<59:04:48, 908.93s/it, now=None]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready c:\\Users\\jaime\\ML_Playground_1\\TransformerLife\\Testing Set Animations\\GT_Pred_Disc\\Epoch 50\\Temperature 1\\evolution_temp_1_sample_9.mp4\n",
      "Conversion process complete.\n"
     ]
    }
   ],
   "source": [
    "### This is some extra code that converts gifs to mp4 filesand places them in the same folder as the gifs\n",
    "import os\n",
    "from moviepy.editor import VideoFileClip\n",
    "\n",
    "def convert_gif_to_mp4(gif_path, mp4_path):\n",
    "    clip = VideoFileClip(gif_path)\n",
    "    clip.write_videofile(\n",
    "        mp4_path, \n",
    "        codec=\"libx264\", \n",
    "        ffmpeg_params=['-pix_fmt', 'yuv420p']\n",
    "    )\n",
    "    clip.close()\n",
    "()\n",
    "\n",
    "# Walk through the directory\n",
    "for root, dirs, files in os.walk(search_directory):\n",
    "    for file in files:\n",
    "        if file.endswith('.gif'):\n",
    "            gif_path = os.path.join(root, file)\n",
    "            mp4_path = os.path.join(root, file.replace('.gif', '.mp4'))\n",
    "            \n",
    "            # Check if the corresponding MP4 already exists\n",
    "            if not os.path.exists(mp4_path):\n",
    "                print(f\"Converting {gif_path} to {mp4_path}\")\n",
    "                convert_gif_to_mp4(gif_path, mp4_path)\n",
    "            else:\n",
    "                print(f\"MP4 already exists for {gif_path}, skipping...\")\n",
    "\n",
    "print(\"Conversion process complete.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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    "name": "ipython",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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