{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "371edf0541d44920a5826c34385f9179",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n"
     ]
    }
   ],
   "source": [
    "from transformers import AutoModelForVision2Seq, AutoTokenizer, AutoImageProcessor, LogitsProcessor\n",
    "import torch\n",
    "\n",
    "model_name_or_path = \"Salesforce/xgen-mm-phi3-mini-instruct-r-v1\"\n",
    "model = AutoModelForVision2Seq.from_pretrained(model_name_or_path, trust_remote_code=True)\n",
    "tokenizer = AutoTokenizer.from_pretrained(model_name_or_path, trust_remote_code=True, use_fast=False, legacy=False)\n",
    "image_processor = AutoImageProcessor.from_pretrained(model_name_or_path, trust_remote_code=True)\n",
    "tokenizer = model.update_special_tokens(tokenizer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import PIL\n",
    "import textwrap\n",
    "import IPython.display as display\n",
    "from IPython.display import Image\n",
    "\n",
    "with open('./test_samples/test.json') as f:\n",
    "    data = json.load(f)\n",
    "def apply_prompt_template(prompt):\n",
    "    s = (\n",
    "                '<|system|>\\nA chat between a curious user and an artificial intelligence assistant. '\n",
    "                \"The assistant gives helpful, detailed, and polite answers to the user's questions.<|end|>\\n\"\n",
    "                f'<|user|>\\n<image>\\n{prompt}<|end|>\\n<|assistant|>\\n'\n",
    "            )\n",
    "    return s \n",
    "\n",
    "class EosLogitProcessor(LogitsProcessor):\n",
    "    def __init__(self, eos_token_id: int, end_token_id: int):\n",
    "        super().__init__()\n",
    "        self.eos_token_id = eos_token_id\n",
    "        self.end_token_id = end_token_id\n",
    "\n",
    "    def __call__(self, input_ids: torch.LongTensor, scores: torch.FloatTensor) -> torch.FloatTensor:\n",
    "        if input_ids.size(1) > 1: # Expect at least 1 output token.\n",
    "            forced_eos = torch.full((scores.size(1),), -float(\"inf\"), device=input_ids.device)\n",
    "            forced_eos[self.eos_token_id] = 0\n",
    "\n",
    "            # Force generation of EOS after the <|end|> token.\n",
    "            scores[input_ids[:, -1] == self.end_token_id] = forced_eos\n",
    "        return scores "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = model.to('cuda')\n",
    "model.eval()\n",
    "tokenizer.padding_side = \"left\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Batch data preparation.\n",
    "batch_images = []\n",
    "image_sizes = []\n",
    "batch_prompt = []\n",
    "for sample in data:\n",
    "    img = PIL.Image.open(sample['image_path'])\n",
    "    batch_images.append(img)\n",
    "    image_sizes.append(img.size)\n",
    "    batch_prompt.append(sample['question'][0]) # For simplicity, only batching one question per image.\n",
    "\n",
    "inputs = [image_processor([img], return_tensors=\"pt\", image_aspect_ratio='anyres') for img in batch_images]\n",
    "batch_inputs = {}\n",
    "for sample_input in inputs:\n",
    "    for name, tensor in sample_input.items():\n",
    "        if name in batch_inputs:\n",
    "            batch_inputs[name].append(tensor.squeeze(0).cuda())\n",
    "        else:\n",
    "            batch_inputs[name] = [tensor.squeeze(0).cuda()]\n",
    "query_inputs = [apply_prompt_template(query) for query in batch_prompt]\n",
    "language_inputs = tokenizer(query_inputs, \n",
    "                            return_tensors=\"pt\",\n",
    "                            padding=\"longest\",\n",
    "                            max_length=tokenizer.model_max_length, \n",
    "                            truncation=True\n",
    "                            )\n",
    "language_inputs = {name: tensor.cuda() for name, tensor in language_inputs.items()}\n",
    "batch_inputs.update(language_inputs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Batch generation.\n",
    "generated_text = model.generate(**batch_inputs, image_size=image_sizes,\n",
    "                                pad_token_id=tokenizer.pad_token_id,\n",
    "                                do_sample=False, max_new_tokens=768, top_p=None, num_beams=1,\n",
    "                                logits_processor = [EosLogitProcessor(eos_token_id=tokenizer.eos_token_id, end_token_id=32007)],\n",
    "                                )\n",
    "predictions = tokenizer.batch_decode(generated_text, skip_special_tokens=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  Can you explain this meme?\n",
      "Assistant:  The meme is a humorous representation of the varying levels of effort put into different sections of\n",
      "a handwritten exam. The top section, labeled \"First two pages\", shows a neatly written page with a\n",
      "clear and legible handwriting. The middle section, labeled \"Middle pages\", shows a page with messy\n",
      "and illegible handwriting, suggesting that the student may have rushed through these pages. The\n",
      "bottom section, labeled \"Last two pages\", shows a page with a heartbeat graph, indicating that the\n",
      "student may have been in a state of panic or stress during the exam, leading to a hurried and messy\n",
      "handwriting. The meme is a light-hearted way to comment on the common experience of students who may\n",
      "not put in the same level of effort throughout an exam.\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "image/jpeg": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  In the food web, what are the predators?\n",
      "Assistant:  Fox, Buzzard\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  How is this image taken?\n",
      "Assistant:  The image is a close-up of a plant cell, taken using a microscope. The cell is stained with a purple\n",
      "dye, which highlights the cell wall and certain organelles within the cell.\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  Can you identify the season in which the picture was taken?\n",
      "Assistant:  Yes, the image suggests it was taken during winter, as indicated by the snowy scene visible through\n",
      "the window.\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  What can be the relationship between the two persons in this image?\n",
      "Assistant:  Based on the image, it is likely that the woman and the child share a close relationship, possibly\n",
      "that of a mother and her child. They are sitting together at a table, engaged in an activity such as\n",
      "drawing or coloring, which suggests a nurturing and caring environment. The woman is smiling and\n",
      "looking at the child, indicating a positive and affectionate bond between them. This kind of\n",
      "interaction is typical of a parent-child relationship, where the parent provides guidance, support,\n",
      "and encouragement to the child.\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    },
    {
     "data": {
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Pwn0eHUNas4bmIyq9qsnmT5a4faBEuXOdwPA6HPSofgp4U1nTtQ1nxFqdm9lFqR/cQSAhyPMYkkEAgdMZAyDn69pqvijUZ/E0/hzw3b6fcahZwrcXj387xxxq33UGxWJYjDHOAAR1zxB4c8X6zc+Kbzw5r+jpa3kI3RT2gmlhlXaGzuMYUDk8lhz8uAcZ53RLd4P2mvEkjEET6Mki47AfZ15/FTXVar4m1GbxLL4d8N21jPqFrAtzdvfzPHHGrHCquxWJY9T0AGOuTjG0fx/q934v1Xwdqdhp9prttbma0cXLG3uG2qwTlQ3Rt2QCQA3Hy8p4H8e634k8W6poOraba6fNpgJkVCzmTDFPlJI4zg5wcj61uvrmuv8AEBtEtbOxk0yO3juZ7l3cOgYlSgABBfjdg4+Uiqw17xHrGv8AiDTdFTT7MaUI1hlvYJJkundWJG5HUIAy4JG8jPIBBWs/wL8RL/xdpGsj+yoP7b0uURtarOUilzkKQ5B28q46HoPWsLw18WPFHjDT5zoPhFbi8hmYys84SBYtuVXexBMhbIxjGMHucdVoPxEttQ+G8ni/Urd7RLZZBcwRneQ6Nt2rnGS3GAcYLYJ4zWXc3njO58LnxjY6s9sPsa3yaI1lFMjL5Qbyy2VkGTzkMTjoATsFyP4mR23wwHi/WNONnP8ANGti0gDSzBiqqueRnG7kZCgnBAycjxz8QPEPg61g1K1vPD+tWTTGOaGCF45YQR8hJEzgjPBOBzgfxcek6TqVvrGk2uo2pPkXUSyIGGGAIzgjsR0I7EGsTxt4wg8IabA/kyXOoXsot7K3RGPmSnpnaCcDPQAk9ACayvE/ibxF4J0uDWdT+yalp4nSO6istPkhkhRur7jNIvHTBwCT94HAOb8XbnUL74WahqWm31sdJntbeQxi3ZpZFaVDlZRIAFKkZGw8A888bfw1j1xfBmgyald6c1odNhEEFtbOrqu1fLLSNIQx2YyAg5PBwOer1C+t9N065v7uTy7a2ieaV9pO1FBLHA5OAD0rwv8AZ8Y6v4i8Wa7dc30hjLOBx+9eR39+qL3r3+uJ1fQbTwz8I9e0qx8z7NDpt8yByMjesjkcADALEDjpisD4ImZPhNE1hHHPc/aJiI52MSM27puAY4xjnb7Y71b+F/j/AFjxrf8AiCDVbSztjpksSRrbBs/MZAQxZjnGwcgDvWNpPxF8e654u1rw5Z+H9H8+xdo/NknkWOAgkb3J+aRTjjaqnkGtr4d+Otd8ReIte0DxBY2UF7pT7S1oHVW+YqeGJyOMg5GQRxWlonibUvGf9pXHh64s7Kwsr17RJbyyab7SVVSXXbMm0ZJ6g5GDwcgO8EeLNS1zRtSm1uwFpe6fcyRSIq+UHVeQ212JXoRyxXj73UDF0/xZ4y1HwJqfitxpVgtrHczR2M+nTMzpECR85mXrjGdg+nanR+Kh46+ButatPZLDK2nXaSx53J5iRt8y57cAjPIPrjJu/BP/AJJFoX/bx/6USV6BXy9c6DdaZ4at/iBolsjX2la1ctdkkkPGJfkLLkZUHKnbg4f0GR9CWPibT77wraeIVmj+x3ESOCsgIDMQuwtwAQx2nOMHOcYNeG63od1p3ij4catqwzrus6wbq+k3liAZoPLjyegRCFwOByBxivavF2u3mi2+nR6fbJNc39/FZq8gZ1hDnBkKrywXrjKj/aBwDg6j4z1Xwt4x0HRddFre2utOYYru0tWtxHJkKBtMshfJZQeFADAgtyBnePfiB4s8LeLdN0nTvD1pdW+oOIrSSSf57l/lBGAR5eGdR82QRznrjN8V3XjDUvhL4ni8Z6NZ2DIqPDLZ3CkPtkjKgqWbHI67skcbQeT1mj32pWXwq8PyaJFbXWoJptgFtpmIDB1ROSD8vc5wfuke417rXrnw34Suta8Ti2R7ZS8qWJLLjOFVS+3cxyOu3k47ZPJeJfG+vaRoH/CQabf+HL23WNJpLBg6TqhAyFcSkMQTz8q8DueKp+Kfi9qGleEtJ8S6VoUcmm35VTLdT7XjlO8mMxgZ6JkPnBB6dM6/h3xh4z1fxjBaX3gyTT9DubX7QlzJJl4lwdpdvu7icDysB1zk8CoLbxl4y1PwzeeJNO0vQ30+EXDpC91K1wViZwRhUKljs4wcHIru9Fv5NU0LT7+WDyJLq2jmeLn5CyhivIB4zjkCvPfjg+tDwDqiwxWB0YxwefI8ji4D+euNqhdpH3OpHf2zp/Du916HwZpU+tw6TaaLDpMTRTJcv5oRUXa0m5QijYCxO7jj3wmjeKvFni7T11jw9puirpUskiQfb7mdZWCOV3ELEVGcZwCcdM5BrR8HeN4vFNrdwS2rQazp+FvbJc8E52lGcLkHB+h7kYY8A3xm8Uz3Wt21j4KMlxpMmLiOOczCFVYo+SoG47sY2j7oY9FJr17SLy4v9Jtru6sZrC4lUM9vNt3offaSPfrnB5wcgeKfG6+uNf8AHHhvwNHcrDaTyQySyKA5WWWQxqSvH3VyQMjO/wCle52lrBYWUFnaxLFbwRrFFGvREUYAH0ArPudCgm8UWWuqQl1b20tq+E5ljcqwBIIztKkgHI+ZuM8jyT4yQS+E/Gvh3x/ZeYWSVYLmIMVD7cnbuwQN6F1PsMgHmvVNa8Swab4KuPEVttnj+yCe1HaZnA8peP7zMo49azvhr4el8O+C7SO5dmvrwm9vCYwh82TDFcD+7wue+3sMAefeNzn9pPwkNwOLaEYHb55uD/P8a9k1PTbXVtNudPvoBcWtxG0csbEjcpGDyOR9RyO1eMfAvUrvTPEPiLwXczlo7F3eFGAyjJJ5cnI9SU4z24717rXgnwjnfxv8UPEXi6+Jme1UJa7sAQrIWVABjtGhX8STknNe5XdrBf2U9ndRLLbzxtFLG3R0YYIP1BrxL4HazqFjqfiHwlPJLPBppZ7a2basiESFXABx1JBIJwD6ZOfTPBHi8eM9MvLsWT2TWl9JaPG0gfJQKc5AHUMP169axPCvxKvPE2q+INJ/4R4W+p6RuXyReh0mkVmQqX2DaNwHODwSe2DxvgXxZ4p1n4w65Jc6LHNKu2yuUS7CJYRRyEHGQTJzuOBjJJPAPHo134yurrWLrS/DOl2+sTWLbL5m1BYFhfjCcKxJ5IOQBkEAsVcLF4G+IUHjO41OyeyksdR06Uxzw7zImMlQQ+1e4PBAND+MtT1BrmXwnoVvrdlbu0D3B1JbffMv3lQFDkdAGJAPbjBLvCnxCsvFlpfra2d1Hq2n/Ld6W2zzFfkEIxIVhuBGSR05C5Fc3oPxmm8SXuo2GleD9SuL2B8W0ImVd4+bJmZgFgxtAxlslsDNJoPxgvNS+16TceFrz/hKbeXyl06NsJJ7mRhiPGDndx0IJzgbfg3x9f654n1Hwzruhf2RrFlAtx5aXAmV4yR3AwMB4+hOcnpjFaN74uu59YvtI8OaVHq15p4jN5vvVgSLfu2qGwxLfIcjAxkc1Q8C/EaLxhqmraRcaa+nanp0jLJCZfMVlDbSQSqnIbIIK+nPOBXHjLxReaXPr+l6Hpc+jwyTqY3vJBc7IndWYgRkAnZnaNx5HWux0HUm1rw7pmqNGImvbSK5KA5Cl0DYz3xmuN+MXi5/C3gWb7NLNBqV+wt7aSLIKd3bcCCuFBwRzkjjrjqPCGkQ6F4Q0jTIYjEsFqgZSuDvIy5I7EsWJ9zXztrOmXGi6tq/xBsVkln0zxfcwTxdUEYYOpOB8oJYoST/ABKBzX0ppmsWeraHa6zbyj7HcQLOruQNqkZ+bnAI7+mDXzV8VLGa/wBNj8ZX6tHeapqEtvDDkhIbaEFEAB5JYqWJ6HIwAOvqXxy8K6n4l8KWkmk28l1PY3Bke3iXc7oVIJUDkkHHA65PpVbwR8cdG1W3gsfEso0vVV+R5ZV2wSN0zu/gPqGwB613vhPw5H4Y0qazt7k3Ec11NdB2UDAkYsBx1wMDPfrgdKv6xLqUOl3D6Tbw3F8oHlQzSGNGORnLAHHGT/h1ryDTdS8fXnxT1q9i0LSpNR0+xhsZ4nuiEiRz5q7W6nPJPHbrWp8GrzxNd6dLqNxpth/ZGr3lzfPdiYrMZWbafkAIPzKR/Dxz2wcz9pT/AJF3RP8Ar7f/ANAr3Cud8V+MNI8FaSNQ1md41ZikUcal5JWwTtUfh1JA6ZIzXNfBYae/gaS7sL1rmS9vZLm7Upt8mdgu6MD0AC89854zgZXxU1STwh4x8JeJ4ppIoPPlt78I7Yliby8/J90nap56kqn91ceuUUUV5r8T/iPqvgE2jW+iQ3NrcHaLmW5x84ySuwDPTB3Z9RjoTn638TvFWgR2uu6l4SFt4auJ1QFpw12sbDKsyA4ViATtPQ4UkdT2eveKV0vTdMeyiSa81eeO3sUmZlTe6lgz7QzBQByQp5IzgEsOT134j674G1jS4fF2l6aunX7Mv2vT7iSTycFdxYMgJwGzgDnt0xXUat4nuP7fTw94eWwu9XNqb2QXc7xxQwhlUElEbLNu4HHAye2cPR/iLeRePD4O8T2FtZ6hIu+2mtJzJDJwSFO4AgkA49eBgHrpy+J9X1bW9S0zwrb6XcnS3SK7nvbmRF8xgSUTYjA7cYPzZByCB1Pm3w/1LWNT/aE166vrO2tbn7I8N7CHYhFj8pAYzj5ssiHnA2kn0z6VPrniTUdW1C38PWuiPDYTC3m+23jCQvtDZ2xKwC4YAbiDkHIFW/AniS78U+H2vr6zjtLuK5ltpYo3LKGRsHGa6iiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiivFPjf8ADfVvE08PiHR1a6ntbbyJbNR87IpZ9yf3j8xG3qeMZPFcP8L/AIVeI7rxZp+r6lp1xpun6fcrOWukMUkjxkMqqjDcQTtycAY3YORivqOiiivGf2g/Dd7q3hyw1ezieZdLeQ3CqeVjkC5fHUgFFzjoDnGMkekeEddt/EvhTTdXtZzMs8I3sy7SJBw4I7EMCOOPTIxXmnx7lm1a38P+E9OjW41O8vPPW2QjfhVZFJ5+VTvbk8fKeRtNZXx303+y/AHhTT1UBLNhb/KSVG2IKBk89u9dH+0BqEtv8NYobeYCK9voopQAD5kYV5OP+BIhyPT0NVviDcQ21v8ADK4nljhhi1K1eSSRgqooCEkk8AAc5rtPip/yS7xD/wBeh/mKz/gn/wAki0L/ALeP/SiSuf8A2cv+Se6h/wBhWT/0VFWh8D/+Rf8AEX/YwXP/AKBHXB/DiCa50b4tW8EUk00sDpHHGpZnYrcgAAckk8YrY+D3hzwL4n8E26XmmWN1rNs8i3Yk/wBZjeSrYznbtZRnGMgjtXq/h7w3oPh4XJ0PTrezE5TzTD0kwMr3P94/nW7Xj/7OX/JPdQ/7Csn/AKKio+BmogQ+J9EuU8rUrbVZLidBwuHAQhc/Nw0bZyBjK+vFTxhbTXn7SfhVbdS5hsUkkx/CqvMST6cfzHrVlobiT9p5XguhBHDpe+dDIV89NhUIAPvfMyNg/wBzPUCvYq4/4qf8ku8Q/wDXof5ivMvD/wAOLDxv8CtJkhhjh1qNbh7e5VFDSkTS4jkbGSh/Q4PqD2/wp8fSeLtIl0/VAYtf03Ed2jrtMgBID7TznjDDs3pkCuJurbw3dftFa/ZeKbe0e3ubSIWxutwXzRFCcA5wMqH5PcYBycH02w8FeEdD1m0uNO0W0tr0OwjmiYKyHYc9WycqTwAeDzxXJ6HLLJ+014kWQnbHo6LHkY+X/Rz+PJasFY/Dd38dfE+n+NbKxaW68k2Dys/l4WIYGTgBmTbnPG5SATxn0zTPBfhHRNct5tN0azttQjSR45YyAyDAVuM56SDtjnnGRngPia9x4F+I+heO4p7hrS4/0S+t4sAlAOQMnDZXkKf4owc9NvffD83d3oM+uXvmLNrl0+oLE+zMULKqQrleD+6SM+uSc85rJ8EeJ2+JmmarLeW7WVtbXpggW0v5oZyoAOX2FSO3OefmGBjnjv2fIoYdX8aQ24HkJPAsYByNoacDnvxWr+zl/wAk91D/ALCsn/oqKshbC61L9n/xPbWkLzTnUZpAiAkkJcq7YA9lNdp8NPH+la94MsBc6jaW+oWsS29xBLMqvuQAb8HHDDB4GASRk4rmvj1cPq3w6tLqwjWeyi1JWkmiYSADY6q2UJAUlsZJByVGOa6WzX4XX2hR6vHpXhr7O8IlKfY4GkXIzsKKCd/ONoyc8da7LSILGDSrZNLtre1s9geKG3VFjUN83AT5eSScjg5zzXlfxvmOl614G8QTxSPY6bqJecxjLfeicAZwMkRvjJHSuv8AidPFN8KdcnjkjeGWz3JIGBVgSMEHvnIxXF3VpceHP2XDBdoDK1orFQSNonnDAHIzkCQZHqCM969K8Cf8k98Nf9gq1/8ARS1sXFvDdW8tvPFHNBKpSSN1DK6kYIIPBBHGK8C+Ftwvwz+ImteFNfZbQ3oT7NcSkCOTZvKHeSBhlY4/2vl4PFfQtc/47/5J74l/7BV1/wCimrj/AIA/8kvh/wCvub+Yrn/gH/yMPjv/AK+4f/Q560PAGpnVvjh47uPK8rZtttu7dnyWEW7OB12Zx2zjnrWh4Y/5OA8c/wDXpaf+io6wvgX4lsdO0fUvC2qXEVpf6fdO+JWCK6EgHBJ5IYHPA4K9ecejav4wsLbw7rmp6dNb3x0uB3by5kKGQAkITn1Az+QyQQPPJp7Lxr8EbjxP4nkjkvzBeywIbl44Y5h5qxBYt+0sAAFyCe/JJJr/AA/ZV/Zu17cQB9lvxye5jOK7L4J/8ki0L/t4/wDSiSvQK8x+GmnWWs/D/VdNvoVntJ9Tu4potxGQX6ZBBHbpzXmngj/hIIPFlj8OZYrlLfStaOoXEiApujiwy7xj/VllRgScEuv+yR3Pxf8A+Sh/DL/sKn/0bb113irxdc6B4q8KaPDDCY9YuZI5pZScoqBeFAI5Jccn06HPHB/EHQ9Is/it4CkhuJRdTXxMzz3kk7YR43jT9452gszAAYHzGt74jf8AJUPhr/193X8oq0/jLPJb/CbXXibDFIkJx2aZFI/ImvNdBvtR+FA0LxBfS3GpeHte060S4mkYl7RwhZEUZ5VVJwPTIGMc9n8dYrq/+FhudNn32iXMM9wY5PllgIIHThhvaNvTjPapPClh8LtX0S21O00vQAZ4x5sVyiM0T/xIVfOCD+YwQSCDWD8c7TTbP4V6Umk2lna2cmqRSoloiLGd0MpyNnBz6jrXruqz2EOiXtzqPlvpqW7yXO9PMQwhSWyuDuG3PGDmvIdR8H6x4J0248W/D3xC7aMB/aL6VcfNA8JXcxU55G0KAMBto+9kDPqPhLXT4n8I6XrTRrG93CryIjqyq/RgCrHjIPBOR0YAggc78bP+SRa7/wBu/wD6UR1la7DdT/s2RJaf6waFaOeM/IqRs/Y/wBv/AK3Wr/wOuIp/hPpMcbhngeeOQD+FvOdsfkyn8axPBji/+P8A42vrKWSSxit0tpiS+POHlqRz6NHKB7D5eKX4Qf8AJQ/ib/2FR/6NuK9gr58+NlnP4c+IPh7xqlsk1rG8O9BIVZpoZC+DkHaGXABGfunI9febG+tdTsYb2ynSe2mQPHLGcqwPcUkt3HDd29u2fMnLbOgHyjJ6/wAhz3xgEjI8a+HT4r8HanoqMiyXUOI2ckKJFIZCSOcblXPXjsa8N+Fmpaz4kk0PwVtltbLRLw6ncyK+0uiSb0iZMc/vSDye+cfKK+lK8O8cbv8AhpLwhkgj7LFjA6DzJq9purmCytpLm6njgt4lLySysFVFHUkngCvEfglp9zq/jHxR40aPbaXcs0MRzgO0kolbC8ngBOT/AHsc8492rwD4KhvCnxE8S+FL0G3llAMCzja8vlM2Nucbso5bgcgZHAr3qSVIY2kkdURQWZmOAAOpJrxL4K2M+q+MvFXjMQqLO7uJYoJNxG4vL5jAL1wBs5I74HfGp8DdShkg8V6Yqyefb6vJO7EDaVkG1QOc5zE2eO469s34T/8AJZPiD/19z/8ApQ1Hwn/5LJ8Qf+vuf/0oatL4Iapb/wDFU6IxKX0OrS3TI2BuR8JwM54MZzxxuX1rtvG2oXMXhPXYdKkYammnzSp5bHfHheoKnIbBJX3HtXKfAGRG+GMaq4YpeTKwBztPBwfTgg/jWJpNvdxftQasumRxQWkdruvgkaKHR4kYngfeMrIxPU4POOKb8A/+Rh8d/wDX3D/6HPW34auEX9ojxpbHPmSWNtIvHGFjhB/9CFZN3NLB+1Np6RSyIk1kUkVWIDr5EjYb1G5VOD3APaqHw1h03U/iL47stQmvLbUZNRklSK11Oa3DASy7h+6ZC+0kcnPB4A5z6bo/gbwz4e8RPqWmWE8WpXEchluHup5TICylt+9yCSSDzzkZ7V51e+FPFHw9trnxJ4F8QR6hocge+ubO7YOjR7d+9Wzh8qOWBViAvLZ49S8H+I4/FnhOw12KF4FukJaJiDtdWKMAe43KcHuMcDpXl/7SSsfDmiNztF24JxxnZ/8AWNe1QTx3NtFcQtuilQOjYxkEZB5rzfwNpkOt6R8QdKuHkS3u/EWoQSNE21grKqnB9ee4I+tea+DtW1kafefCG5SWK8ub42wuFcAW9vktcgZHzZVW2jv5jHIwAeo/aU/5F3RP+vt//QK9M8QeJ08P6z4fspYg6areG2MhbGw7CVwO+W2j/E1jeOvhZoXjdHmlj+xaocEX0CDc2FIAkH8Y6eh+UDIFYHwJ1PWLjQNU0nU5Xnh0m5FtbzNuOAAQYwxGCq4GBnIDAEAba9O1W3vbvS54NPv/ALBdyJiK58kS+UfXY3DfQ14JoWm+K7vwl4u8bQeODbyTicXBitI2a6WBGCESZHlE5IGzpwQemPQPhZoviqx8OaRdar4kW60+SwTytMNkoMCsAY/33DEhcAgggZI5wDXMftKf8i7on/X2/wD6BXuFV7u0tr+1ktbu3iuIJRtkimQOjj0IPBryD4MaSun+MfHRsz5WnRX5toIFVipVZJdpDHg4Ax1J55xxmD9o6KSXQ9BjjUu7XjqqqMkkrwAK67/hAPEX/RRdc/79x/4U5fBHimCOT7N8RdTErgYaezhmUEHPQj+RFN/4RL4h/wDRTv8AygW/+NKnhTx+simT4ls6AjcF0O3BI74OTj8jXnHxw07UNK8EaDa6nrEmq3IvZmNzJEsZIIyBgenT/DpXo3xs/wCSRa7/ANu//pRHXEfFNrG0i+G9/q9r9p0iIMl2h7qyQ9up4Vj+GOM120ngf4bppkeoJoumT2ki/upImDLL6bW3YPQ85wACSQATXEapa+Frf45zaT4m06zXTZdNgt9O3giOMgKFBHAHRlB6DAHc16TZeBvB2k6jZXlloVlDd78wSRkAghScjJ54HbPX0ya5D4HapamLxNo7sY9Qi1aa5eB8BtjBVz74KEH0yPWo/DMiS/tN+LGjcMBpirkHPIFsCPwIIqz4k8I61qOs3Pi3wB4ikg1F5GtbqCdyY2MTsjgbwQMOuApG3qQcHnqPh14vuvGXhyW8vrOO1vrW7ezuUiOUMihSSvJ4+Ydz0PNdjRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRVe4t4bq3lt54o5oJVKSRuoZXUjBBB4II4xXBp8LINLaf8A4RjxFrOhW80gke0t5BJCG2gEqrAkE45OT6dAAOm0Pwzb6NIbiW7vNQv2Qo15eSbn2nGQAAFXO1c4GTtXJO0YXxV4X03xhoU2karGzQSEMrpgSROOjISDg9RnHQkdCa5R/gt4Yn0STTbu41O8kKxxxXt1cCSe2iQ/LFESu1E+9wF/iPtjQ1z4Y6FrXg638OO13HDabTaTtO8skJAA43E8YGNvQA8AYGJL74fRal4Qj8OXniLXpbfcWmne6VprjJztdmU/KOyjHQZzUmg+BIfDfhy40LTtf1pLWQgwu0kRktvm3N5Z8vjd3BB7kYJJqr4Z+Gtp4R0+8sdI17Wore6VtyNJCfLc7R5ifuuHwoGeR7ZwRF4c+FmneFm1JtL1zW1k1GLZNI88ZYMGyJAfL++MsMnP3jxT/C3wu03wfrMupabrGtO87FriGeaMxznDYLgRgnBYkc9ayPEHwK8La7rcmpCW9sfOYtNBalAjH1UFTtJPJ6j2Fd/oWhad4a0eDS9Lt1gtYRgAdWPdmPcnual1WwfUtOks0vrqyaQjFxaMqypgg/KWBHOMHjoTXK+Efhta+CpGGka7rQtZHEktrNJC8UhxjJHlZBxjJUgnA54q7q3gPT9S19tdtr7UNJ1OSLyZ7nTpERp0+XAfcrdNo6Y6DOcDFzRfC9npF29+1xd6hqTxfZzfXsgebygxYIMAKFyc8AZ4znArnZfhTYy+LR4o/wCEi18asrFknE0BCAgjaFMRG3BIxjGDXoVct4u8Fw+MbY2d9q+qW9iyBXtLV4ljkIbcGbdGzE5C98cdOuU8H+C7bwXYtY2Gq6ndWf8Ayzgu5UdYjkklNqKRkk55xWRrPwk0HVfE58RW93qmk6i2S0mlzrBuc53PnaSGYMQSCM9+SSbPir4Y6F4ysbGDVZLtrqzRY1v42QXEqgEYdipBBJ3dBznGMnNzwZ8P9D8C20selRyvLOcy3FyQ0rDsuQAAB6AVjL8JrRPEU+vp4o8Spqk42y3KXMKs64A2kCLBGFXjGOB6Vp+NPhvoHjxLdtVWaG5g4S5tSqylOfkJZTlcnOMcHpjJzL4M+Huh+BoJU0pJnmmP7y4uGDSMOy5AAwPpWh4q8L6b4w0KbSNVjZoJCGV0wJInHRkJBweozjoSOhNbEMMcEMcMShI41Cqo6AAYArzxfgp4Qj1+fUkjvY4Jz+901J9tq4yDtKgbiu9VfbuxkDjAxSWPwV8L6ZqtzqdlLqMF1IzPbvHMoFoSTzENuOAcDduwPfmrfh34YWvhS1mtNH8R6/b2028vH5kDLuZQu4Zi4YYXBHp9a1/BvgrTfBGmzWOmT3cscszSsZ5FOCQBwFVV7DnGe2cAAULr4TeBr7UHv59AhNw772KzSIpbOeUVgvXtiull0fTptHOkyWcJ04wiD7MV+QRgYC47AADHpXCWHwM8EWOpzXbWl1do7Ex21zOTFDznCgAEgdPmLfnzXo8cSQxrHGioigKqqMAAdABVfVNMstY06XT9RtY7m0mwJIZBlWwQR+RAP4Vz2l/Drw9pVglhFHfS2SO7C0nv53gwzlthhL+WyjOMFTnGTk5J0vEHhfSvE1sbXVorie3IAaBbuaKN8HI3KjANg4PIPQelHh7wtpXhizNrpMNxBbYwsD3c0sacknarsQuSSTgDOea3Kw/EPhPQ/Fdulvremw3iR5MZfKshPXaykMM4GcHnA9KwYPhP4RSxt7Gaxurq1tpZJIILm+neKLcxbCpv2ADdjpk45JOSei1fw7pmu6T/AGVfwSNY8AwQzyQqQBgKfLZcr/snjgccCqujeC9E8PafcWGlQ3drazgho0v58LnqUy/yH3XB96h0XwF4d8O3Vzc6RaXFpLdLtnK3058zrywLkEjJweoycEVFpnw58MaPq02q2FldQ6hMHEtwNQuC8m/ltxMnzZPPPcA9QDS6b8PfDWka5JrVhY3EGpSszSzC+uCZSx3NvBchgTyQQRkVQ8XfCfwv40vDfX8E9tqBK+ZdWkux5FAIAYMGU8Y5xn5QM4GK39O8K6HpGgz6JYabDBps6ss0AyRIGXa24k5JKgAknNYth8JPAem3HnQeG7V3xjFy7zr/AN8yMw/Sk0v4U+EdIsb2ytLG4WK+BW4IvJlaRCzERkqw+QBtuO4A3bjzW74f8N6Z4XsPsGkRSw2oJKxPcSSqmSSdodjtySSQMZJzWheWcd9ayW8zTKjjBMMzwuOc8OhDD8DWVofhDRvDjFtKiu4QzM5ja/nkjLN1bY7lcn1xmrsWjWEWtT6vHbqt/PEkMs2TlkUkqMZx3Pb09BWDrnw08J+I9Sa/1jTJby5Ybd8l7P8AKuSdqgPhRkk4AA5NO8U/D3QfGGkW+nakt0RbZ8i5W4ZposkFsM+7dnAB3Z/MAjEm+B/gqex020+xTxiyfc8kcoD3WcbhK2MkHb/Dtxk7dua2Ln4ZeEry7srmfTpjcWEccNpIt7cK0CIcoEIcY2k8Y6VpeI/CumeKtDfSdSN2bVk2jy7qRDnsx5w5BAI3hhkA4NYsPwz0mLwDceCzf6nJpc0gcO8kZli+dZNqkJgDcueQfvH8LnhTwHp/hTSbjSYb7UNQ0+dSn2XUJFliRTneqqFAw2TkHI/M558/AvwONbj1BbO5WNTn7D55MDHB5OQX6843Y46YyK2PGHw303xqLeDUNS1S2s7dVEdnZyokIYbgH2lD82GI+lalv4Vgi8IT+Gp9S1G6tZ7eS1M9xIrTLGy7MBgoHAPGQffNc5p/wl06x0oaQviDxDLpBJD6fLdRmF1JyykCMEAnOdpBySQQea7qys7fTrG3srWMRW1tEsMSAkhUUYA59ABXOeMPAlv40XyL/WtYtrMqqvaWkyJFIVYsGYFCSckd8fKvGRmrHhbwmvhS3Ftb61q99bLGsUcN/MkiwqvQJhARxxjOMAegrDt/hTpWl6te32havrOipeEGa20+dFiyOmAyNgcscdtxxgcV09hoFrpWl3Nlpry2T3Erzy3KFXmeZzlpCXDAsfcEdgMAVzvhv4YWfhfWp9VsNe115rmTzLpJ54mS5bk5kHlgnlmOc55rvKztY0iy1zSrjTNSt1ubO4XbJE2QGGcjkcgggEEcgjNcFZfDDWPDu+Dwl43vtKsWdn+y3FnHdqpbH3dxGOnpn9Sew0DQJdGtj9r1a91W8JYfaLthlVOPlVRgAfKD6k98YA3q5vRvBmk6H4i1jXLJJFutVZWnViNiEZJKDGRuJ3HJPPTFdJXl2qfCO51fxJDr934w1D+0oQBBLHBGnlKCSAoHAA3H86s6h8MdQ1yxXTdc8b6zeacDuaGOOKIv3G5gp3YYAjdnGBjGM13Ol6ZZaPpsGn6dbJa2kC7Y4oxgKOp+pJJJPUkknmr9cj4l8B6d4g1S21iCWTTtbtHVodQgjVmwMjaysCrDk9Rngc44NGfwf4uv4xZ6l48M2nvG0N1DFo0CPcIxbOWYsAcMF4XGFHGck9ZpOkadounx2GmWUVpaxj5Yol2j6n1J7k8nvXno+EEll4ivr/RPFmqaTY6i5e7tbZQHYkscJJkbQNxxlSRzyc1f0D4U2Hhrxbda7pmsanEtwxdrQOpRgTuKuSCWXPTv7nnMUfwsNr4+uvEmmeILvT7W+lEt5YwoczHO5h5u7KhmySAOMkAjjDfE3wd0nXfEq6/YahdaLqBO6R7LC75M58wYwVc5OSDz165J6nwx4Yj8N2ZjOo6hqV07bpbzUJzLIxIUEDP3R8q8D0GScVzVr8Lf7D16+1Lwt4gutCivQPOs4II5YsjpgSAgc7j043EDA4rd0jwiNJg1K5j1CWbXtSB8/VpYk83OMJhcbQFAGFxjjkHpWL4O+GUng3W7nUbXxFdzJdtuu7d4Iws5w20k4yuC5Py49OlLovw2udI8aS+KH8UXl1f3K+XdeZbxATJ8vy8D5R8q/dxjFRj4XzN4+g8XzeJrybUIZAQGt4gpjwVMeAMAFCVzjPOevNP8ZfCjSfFeuQa3Fd3Wl6rGwZ7q1PzSFQAh5PDLtGCMH64GNvwn4RHhiOdp9W1HVryZyWub6dpGC4UbVBJA+6MnqcDJwABzemfCq80rQpdBt/GWqDSJ0eKW08iFgY3zvVSykpnc3I7nNd3oukWWg6Pa6Xp8IhtLZBHGgAH1J9STkk9ySe9YvxD8KJ4y8F32lBV+1AedaMf4Zlzt57Z5Un0Y0zwlNqeq/DyyhuGl0zVY7f7JK6qrPFLH8hbay45K5wRjngkYY1PCPgC68KajcXI8T6hdw3M0lzPbyRxhJpn6uxwTngHgjkDtkHdg8L6XbeLLzxNFCRqd3bpbSvngqp649ThAT6IuMc5wPGPwx07xverPq+sayIYzmK1hmjWGI4AJAMZOTjOST1PQcVNrHw50/wARadpNjrWoajqMOnzF83Eih5lK7drsiqfQ56nnJOc1HD4G1i0tlsbXx3riWA2ARvHA8qqABgSlMjp/+vnPQ6B4f0zwxpMem6TbmC1jJbZuJJYnJJJ9T+HpgVsVydr4E0uy8AN4NjmvDpzRyRGV2QzYdy5527c5Y4+X/GumggjtraK3hXbFEgRFznAAwBzXFeMfhjp3je9WfV9Y1kQxnMVrDNGsMRwASAYycnGcknqeg4rrNKsH03To7N766vWjJzcXbK0r5JPzFQBxnA46AVxemfCez0WS4bSvFPiiyWeRpHiivUKFmxk4aM5PAG45PHWu1sNPtNLt2hs4BEjyNK+CSXdjlmYnkkk5JNcZr2hXnin4l6KZAYtJ8Pr9sZ8bhNcsV2J1wNoXdnkjuAHUn0GiiiuI8ZfDbTvHVxE+q6pqyQxD93bW8kaxqe7YMZOT7mna58OrfxF4ctNE1DxBrz2sBbzGFwm+6ywZfNOzDbSBjge+TzTrn4caPf8AgmLwpqFzf3lnAVME00i+dDtG1dpCgcDIGQeCetc/4b+BPhbQtS+23Rn1V13COG8CGEZxglAPmI568c9MgGuq8Y+BdE8dafFa6xHNvhJMFxA+2SLJG7GQRyFAIIP54NUvA/wz0HwH5k2n+fPfTJskurhgW28EqoAAC5XPQn1JwMUNe+Eejat4mHiCy1DUdF1Fm3SyadIsW8nO9gcZV2DYLA4PcEkkzaN8I/DeheIZdYsZ9WSaVAjRi/kRScqSxZcO2SuSGYqSTx0xNH4ButOvby40HxXqemi8uJbmeExQTIZJG3EgMmc9skk4AGeK3/Dnhyx8MaVHp+nxkLkvNKxy80pxukc92OPoOgwABW1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38GmzW6w2CzALKzKJDw2FGdwBJ6heTiuv0rSPGMHxeTXrXw5JpWg3MIt7yD7TbEMoVtrFUc8htp456jOCc+ffCPQNI1n4savb6jYW1zb20FxJDBLGGjVhKiD5OhwrNgEEDg9QKm/aFg0qz8S6La2lqYbiLTgrhFCxCEOViVQOhG2QHjGNuPbpvjfDEfhL4bmMaGRLiBFcqNwUwOSAfQ7Vz9B6Vy8fg7QU/Zwm8SCxVtYldZPtTMdybbkxALzgDYTkdzgnkLjY0KS+k/Zb1YWhleRHkXavzbYvNUycdhtLk/iaxtPXTIf2Y9YfNut3PqCLlmG9pRJGQozzkRhjgdtx7mvRPgjoMq/DGSLVLPyk1CSXyztaKR7Z1UA7hhuTuIIPQgg1f+HnwktvAGt3uqJqsl9JPD5EamERiNCwY5+Y7j8q88dDxzx6VXknjX4ZaH8SZ7rWNH1D7LqsVw1pcStExjkeLKMrKcHIIA3DIwvQ9a8ktbvxp8F/EsSXaSraO53QiTdbXsasN2w4IB6c4DLuGQMkHp/j34uk1FdC0q1LJY3NkmpMyy5WXzCQgIHB27Sc5Od3bHN/xTonjvxMvhK/0Pwm9hNo8CtDdNeWxLnCFPl3fdGzODn7xGPXjfjqG/4WXMXREka1hLhDkbtvrgZ+uK7D4+eGdH0bw5oU2m6XZ2ZjneDMCKjFCu7BA5bkE5OcEnn5uZPFF+PE/wCzXp+s6vCJdRjZUhmjjf5XWcxFmIyBuRTndhSxGMHaK1PhPOujfBDUtdtreA31pFeTI7pncUXcFYjBK5UcZrgfhQus60vizTrDTra7udXtGgnvbi8EC2odZMsUCsXyxH3RwQM4BzXff8IprXgv4EeJNG1i4tJyivLA1rIzBUbblTuRf4gx7/e9q434JaDoesaX4vk1m0tJVgto1We4IUQK6zb2DkHZwo+bGRiovgP4e0nXvEmonVbGG8S1t1kihnG+PcSVyUPDcE4yDjOeuDWl8B/9E+KPiCwg+S1W1mwnX7k6BeTzwGP51jeHbC21P9pS5tryFJYTrF9IUcAglPNdcg+6ip/jaieGPilp+oaNHFZ3C2cN2rRRqAJVkcBtuMHhF6jnFXv2gtfvrvUdE0iWMQWxskv2hIO8SuXUhif7oXA4HVs9sdh4t8E+LvF934e1jSodC0e70xA0M/2+S5dx8rRgt5GGCkHqWB3n1OeD/aN/5KFp/wD2Co//AEbLXrnhL4YeE9LOja7a6cVvobRCjNKzLvZcmQgnlvmPsOMAYGPQ68x+LmvTtpC+DNHia717WwESBHClIcks5zxghGXkgAZJPHO54W0bRvh14Qk077Yn+gQm+1CXq5yCWlKLyF/dsF4PCY5INeKTeELj4wza54o8PabbaRDb/uoLYBc30wy7FiCAjlWTkjBJHP3mq98CPGV7pmvL4KurZTBcySujYCvDKqFmDf3gQmPUHHavo+ivO/in4rOk6C2gaYGutf1hDbW9rC371UcFTLgdAMEA8c/Q4t/DrwdZ+APDdtYSyQjUr5908rbVaWXaWEa8kkIobABPR2wMmvDfhtDJb/tCQwyqVkjvb5WU9QRHMCK0PFsTzftQwLGpZhqensQPQJCSfwAJql8PLZ7P9opLWQgvDf38bFehIjmBx+VX/FFtJdftRwxxkAjUbGTn0SKJj+gNVodOm0z9pk287RmR9XacFCSNsoMqjkDna4B989etQfHC1nv/AIufY7aNpbieC3iijXq7twAPqTX1TRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRRXmnxKtvFeq6jocWieGjfWul6lBqTzG9ii81o84jAZsjqckj0xmu70i6vLzTIbjUNPfT7p8+ZavKspjIJA+ZSQcgA8eteew/CSHSvifaeLdEuobS1WR3msTEcAspVthzxncTjAC9uOlb4ufCi58Z3Ca3o9yi6nb23ktay4CzqpLLtb+F/mI54Py8rgk6/w/k+IZ8m08V6dbWtrawhBMs6NLcNyASF3DAG3PKHPPzZIFXWLTxP4018aLrfhWS28JOrLJIuposhkB3LKwjYll+XAjIxltxPA24nw0+GnjTwDrzztc6LcaddbUvIRPKH2gnDJ+7xuGTweCCRkZyJ/iD8Kte8ReO7bxNot7pgaIRN5N8HADxnI4CsGB7g4r1LSk1RdPjGrzWct6RlzaRNHGD6AMzE49cjPoK5v4keH9b8V+FLvQNLj09Uuwm+4ubl0MZWRX4RY23Z246jGe9W9U0G98S+A73Q9XhtIbq5tzEDFO88YcAFH3OqscMAeQTx1PWsTwB4Svvhx4FmthaR6pq8kzTyQ2cir5hJCqoeTaMBRnnH8WM9/MbHwF47tfik3i1vCsjQNqUt55AvrbdtdmbbnzMZ+auy+LXw0vvHENlruloY9VhthE9lO6hnXO4JuDFAylnzyQfXjNdB8P7rx0lhb6X4n0GG2W1jCi/F7GWlAIAXy0DDOOpyPzrj/id8MfEN740g8XeE0Sa+3wu0JkRWSWMfLIPMIUqAkYx69iM16N4SvfF1+jSeJtHtNL2RIixx3IleWUffkO3KqhyNq7sjDZzkEeV6J8N/GvhD4tLq2m28V5pkkzmWf7SIUeKTOVdcluCQcYYZVT9L/xo8F+JfGGt6edE8OLNHaQsr332mFGl3EEIQzBsLgkZ7ucY7zfEXQfF/izwDoWiWfhaZLiB0muC97b7YyivGFHz/MSDuyOACByc4m03wR4nvfgU/gy5sLfT9REpQNc3QZWTzxMH/dh/Urj2z3qxp2k+JPhn8GdYh83Txf2Yee3ngmLrhiMkh4wMgZwOQTjpXn/AIP8RW1tods9h8HZNYkXaZNSw9wZZlADOGaF9uSM7QcAmvUfBfxNj+INtqdhpFjJpl/bWm6F5iskauQQvAxkA44xyPSo/hz4N8aeGdf1G78Q69DqFldIzCNLiVz5xYHftZQq8Ag49R6V6dXmvh7wt4s8Ja94k1OCSz1Kx1O9mu008XDxupLMyshZdu8ghSDgH5cvheYfGXhLXPifolnaXllH4f8As935jfaJEuJGXbjK+WcAfMeCwyV5A4NL8TPhW3jLSdJh0me2tLnTEMUQnBCvEQAFLKCRjaMcHqateFdI+JOl29hpms6j4euNOttitNGJ2uWRSMLkbF6DGSDnuGya8V+P3/JUJv8Ar0h/ka9j+J3gnxB4/srDToJbCyt7edppHe5kct8uFwgjAJ5PfjPvWl4g8Bm9+FD+DNJlggZYIYopJE2KzI6uWYKOCxUkkA8sTzVD4eeBdZ8PeE73w14ik0y60udZE2Whl3sJBhwznbwQSOACPWuP8O/CTx14I8Szal4b1XRXhYGLZeNJ+9jJBw4VOCCBypB49CRXo+t+H/EGt/DrUdFvr3T59Wuo2QTIjQwgFsjP3jwPb/GuU+Gfw78U/D+x8QfvNGuLu+ij+ynz5TGsib8eYPLB2/PnjnjHfIh+Fvwz8TfD/Vb+6un0m7S6gEYEV1IpUhs94qk+HPwz8ReEfHN/rt/LpckF7FLGY7e4kZkLyK+eYwDjbjtVfTPhR4g0n4n3HjGK80yXfqNxcR2rvIMxSlgctt4YK54wRkDnmrvif4WX/jf4gWut65NZQ6TbxRw/ZYJXeSVFLMVLbV25ZiMg5wexrR+Kvw1m+IFrYSWN1b2t9ZlwGmU7ZFYD5SRkjBUdj1P4zeCdH+ImixWOn61qeg3Gl2qCINFHK05QABVzhF4wBkgnk5yaw/id8JtV8e+K4NSt7+0tLaGyS3Ak3M7MHdicAYA+cd+1ep6bbNZ6VZ20hUvDAkbFehIUA4/KpLtrqO1kaziimuAPkjmlMaMfdgrEfka8Dm+EfxPl1y71hfFVlDqF3nzp4b64jZhnO35YxhRxhegwMdK6/wABfDnX9KfXH8X6wuqpq1qLSVFuZpC6YI5dgD0ZgMdM8Hmr3w+8F6/4Ah1DTUmsL/TZ5/tEBaV4pI3I2sGxGQ2VVOcjkHjms/wP8KLnQ/G154t1y4tZr6WSaWCC0LeXC8jNuOSFz8rEAYx8x9AayNP8J+NtF+M1heXGufbrW/e5uZVFy4CwLtDB0OBwZYwoXOCAcADj2afz1gla3SOScKSiSOUVmxwCwBIGe+Dj0NeDat8JviZrHiZvEM/iLS4tTPEc1tdTxGFcEbU2x5UYJHvk5ySSek8BfDfxbo3jBNb8VeIf7TFvA8duq300xDtx829R8uC3HqQe1aWqfDW4X4o2njfRru3ilU5ubWYFRI20oxDAHGUPPy9RnPPDdJ+G19L8Ubrxvr81i0z5NvaWm9liIURoxZgNxCDngfMcjGBVi7+G2PizZ+N9Ou4odoP2q1eMnexjaMspB4JU+nUZ5zU9j8Oki+K2peNbu6895EUWcWMGE+WI2LYwD8oKgc8Nk8gGovEnw3/tP4gaR4w025WC8tHU3MMhws4X7uDtO04yp4PGMYIyUufhqNV+KieMNTuo2gtkiNtaRLyJEAwzseoB3EYA/h9Dn0SiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiiisTxToa+J/DOoaK1y9qLyIxiZFDFTnI4PUccjg4zgg8jnLHSPiJpmlw6bDrPh2SOCMQxTSWMokCgYU4VwuQB6YrU8L+EU0K91DV7u4W81nUihu7lIREh2jACIM7RjGeTuPPoB1VFFFFFeJeN/g3rvjPxVeaxLrOnRLIdkSLA/wAsa8KDyctjqfXOMdK9d0lNRTT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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "width": 300
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  What is this meeting about?\n",
      "Assistant:  Strategic Publications Development Meeting\n",
      "------------------------------------------------------------------------------------------------------------------------\n"
     ]
    }
   ],
   "source": [
    "# Print outputs.\n",
    "for i, pred in enumerate(predictions):\n",
    "    display.display(Image(filename=data[i]['image_path'], width=300))\n",
    "    print(\"User: \", batch_prompt[i])\n",
    "    # print(\"Assistant: \", pred)\n",
    "    print(\"Assistant: \", textwrap.fill(pred.split('<|end|>')[0], width=100))\n",
    "    print(\"-\"*120)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
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