static-interpret_sparse_weights.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/logan/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "from torch.utils.data import DataLoader\n",
    "from datasets import Dataset, load_dataset\n",
    "from tqdm.auto import tqdm\n",
    "from functools import partial\n",
    "from einops import rearrange\n",
    "from huggingface_hub import hf_hub_download\n",
    "from transformers import AutoTokenizer, AutoModelForCausalLM, AutoModelForSequenceClassification\n",
    "from baukit import TraceDict\n",
    "\n",
    "\n",
    "# Download the model\n",
    "device = \"cuda:0\"\n",
    "model_name=\"EleutherAI/Pythia-70M-deduped\"\n",
    "model = AutoModelForCausalLM.from_pretrained(model_name).to(device)\n",
    "tokenizer = AutoTokenizer.from_pretrained(model_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from autoencoders import *\n",
    "# ae_model_id = [\"jbrinkma/Pythia-70M-chess_sp51_r4_gpt_neox.layers.1\", \"jbrinkma/Pythia-70M-chess_sp51_r4_gpt_neox.layers.2.mlp\"]\n",
    "model_id = \"jbrinkma/Pythia-70M-deduped-SAEs\"\n",
    "autoencoders = []\n",
    "layers = model.config.num_hidden_layers\n",
    "cache_names = [(f\"gpt_neox.layers.{i}\", f\"gpt_neox.layers.{i+1}.mlp\") for i in range(layers-1)]\n",
    "# cache_names = [(f\"gpt_neox.layers.{i}\", f\"gpt_neox.layers.{i+1}.attention\") for i in range(layers-1)]\n",
    "# cache_names = [(f\"gpt_neox.layers.{i}\", f\"gpt_neox.layers.{i+1}.mlp\") for i in range(1,2)]\n",
    "num_layers = len(cache_names)\n",
    "cache_names = [item for sublist in cache_names for item in sublist]\n",
    "filenames = [(f\"Pythia-70M-deduped-{i}.pt\", f\"Pythia-70M-deduped-mlp-{i+1}.pt\") for i in range(layers-1)]\n",
    "# filenames = [(f\"Pythia-70M-deduped-{i}.pt\", f\"Pythia-70M-deduped-attention-{i+1}.pt\") for i in range(layers-1)]\n",
    "# filenames = [(f\"Pythia-70M-deduped-{i}.pt\", f\"Pythia-70M-deduped-mlp-{i+1}.pt\") for i in range(1,2)]\n",
    "filenames = [item for sublist in filenames for item in sublist]\n",
    "for filen in filenames:\n",
    "    ae_download_location = hf_hub_download(repo_id=model_id, filename=filen)\n",
    "    autoencoder = torch.load(ae_download_location)\n",
    "    autoencoder.to_device(device)\n",
    "    # Freeze autoencoder weights\n",
    "    autoencoder.encoder.requires_grad_(False)\n",
    "    autoencoder.encoder_bias.requires_grad_(False)\n",
    "    autoencoders.append(autoencoder)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Found cached dataset openwebtext-10k (/root/.cache/huggingface/datasets/stas___openwebtext-10k/plain_text/1.0.0/3a8df094c671b4cb63ed0b41f40fb3bd855e9ce2e3765e5df50abcdfb5ec144b)\n",
      "Loading cached processed dataset at /root/.cache/huggingface/datasets/stas___openwebtext-10k/plain_text/1.0.0/3a8df094c671b4cb63ed0b41f40fb3bd855e9ce2e3765e5df50abcdfb5ec144b/cache-28e2aeab2f86f98a.arrow\n",
      "Loading cached processed dataset at /root/.cache/huggingface/datasets/stas___openwebtext-10k/plain_text/1.0.0/3a8df094c671b4cb63ed0b41f40fb3bd855e9ce2e3765e5df50abcdfb5ec144b/cache-6971294dade04414.arrow\n",
      "Loading cached processed dataset at /root/.cache/huggingface/datasets/stas___openwebtext-10k/plain_text/1.0.0/3a8df094c671b4cb63ed0b41f40fb3bd855e9ce2e3765e5df50abcdfb5ec144b/cache-35477b5aec310722.arrow\n"
     ]
    }
   ],
   "source": [
    "max_seq_length=30 # max length of per data point\n",
    "from datasets import load_dataset\n",
    "# dataset_name = \"NeelNanda/pile-10k\"\n",
    "dataset_name = \"stas/openwebtext-10k\"\n",
    "dataset = load_dataset(dataset_name, split=\"train\").map(\n",
    "    lambda x: tokenizer(x['text']),\n",
    "    batched=True\n",
    ").filter(\n",
    "    lambda x: len(x['input_ids']) > max_seq_length\n",
    ").map(\n",
    "    lambda x: {'input_ids': x['input_ids'][:max_seq_length]}\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Found cached dataset openwebtext-10k (/root/.cache/huggingface/datasets/stas___openwebtext-10k/plain_text/1.0.0/3a8df094c671b4cb63ed0b41f40fb3bd855e9ce2e3765e5df50abcdfb5ec144b)\n",
      "                                                                           \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of tokens: 0.33M\n"
     ]
    }
   ],
   "source": [
    "from activation_dataset import chunk_and_tokenize\n",
    "from utils import dotdict\n",
    "\n",
    "# Download the dataset\n",
    "# This formats it, so every datapoint is max_length tokens long\n",
    "# The batch size is for loading activations from the LLM, not for inference on the autoencoder\n",
    "dataset_name=\"stas/openwebtext-10k\"\n",
    "# cfg.max_length = 64\n",
    "max_seq_length=32\n",
    "# cfg.model_batch_size = 4\n",
    "# d2 = setup_token_data(cfg, tokenizer, model)\n",
    "# num_tokens = cfg.max_length*cfg.model_batch_size*len(d2)\n",
    "# print(f\"Number of tokens: {num_tokens}\")\n",
    "# num_features, d_model = autoencoder.encoder.shape\n",
    "dataset = load_dataset(dataset_name, split=\"train[:300]\")\n",
    "dataset, _ = chunk_and_tokenize(dataset, tokenizer, max_length=max_seq_length)\n",
    "max_tokens = dataset.num_rows*max_seq_length\n",
    "print(f\"Number of tokens: {max_tokens/1e6:.2f}M\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch as torch\n",
    "import os\n",
    "from torch import nn\n",
    "    \n",
    "class mlp_no_bias(nn.Module):\n",
    "    def __init__(self, input_size, output_size=None):\n",
    "        super().__init__()\n",
    "        if(output_size is None):\n",
    "            output_size = input_size\n",
    "        self.linear = nn.Linear(input_size, input_size, bias=False)\n",
    "        self.linear2 = nn.Linear(input_size, output_size, bias=False)\n",
    "        self.relu = nn.ReLU()\n",
    "    def forward(self, x):\n",
    "        x = self.linear(x)\n",
    "        x = self.relu(x)\n",
    "        x = self.linear2(x)\n",
    "        return x\n",
    "    \n",
    "class linear_no_bias(nn.Module):\n",
    "    def __init__(self, input_size, output_size=None):\n",
    "        super().__init__()\n",
    "        if(output_size is None):\n",
    "            output_size = input_size\n",
    "        self.linear = nn.Linear(input_size, output_size, bias=False)\n",
    "    def forward(self, x):\n",
    "        x = self.linear(x)\n",
    "        return x\n",
    "\n",
    "num_layers = 5\n",
    "dir = \"sparse_weights\"\n",
    "linear_name = \"linear_weights_no_bias_{layer}.pt\"\n",
    "mlp_name = \"mlp_weights_no_bias_{layer}.pt\"\n",
    "linear_sparse_connections = []\n",
    "mlp_sparse_connections = []\n",
    "for layer in range(num_layers):\n",
    "    linear_sparse_connections.append(torch.load(os.path.join(dir, linear_name.format(layer=layer))))\n",
    "    mlp_sparse_connections.append(torch.load(os.path.join(dir, mlp_name.format(layer=layer))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load in the features indices\n",
    "# Note: linear & MLP features are a subet of alive features, not total features\n",
    "import pickle\n",
    "with open(\"linear_features.pkl\", \"rb\") as f:\n",
    "    linear_features = pickle.load(f)\n",
    "with open(\"mlp_features.pkl\", \"rb\") as f:\n",
    "    mlp_features = pickle.load(f)\n",
    "with open(\"alive_features.pkl\", \"rb\") as f:\n",
    "    alive_features_ind = pickle.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tensor([1.4919, 1.2912, 1.0531, 0.9108, 0.8786], grad_fn=<TopkBackward0>)\n",
      "tensor([320, 399, 359, 422, 335]) tensor([1261, 2174, 2999,  230, 2221])\n"
     ]
    }
   ],
   "source": [
    "lw = linear_sparse_connections[layer].linear.weight\n",
    "f_out, f_in = lw.shape\n",
    "# largest_feature_weights, largest_weight_ind = lw.squeeze().abs().topk(5, dim=0)\n",
    "largest_feature_weights, largest_weight_ind = lw.flatten().abs().topk(5)\n",
    "print(largest_feature_weights)\n",
    "row_ind = largest_weight_ind // f_in\n",
    "col_ind = largest_weight_ind % f_in\n",
    "print(row_ind, col_ind)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "layer 0: 74 vs 4\n",
      "layer 1: 42 vs 13\n",
      "layer 2: 25 vs 6\n",
      "layer 3: 36 vs 5\n",
      "layer 4: 112 vs 9\n"
     ]
    }
   ],
   "source": [
    "find_ind = [870, 706, 643, 35, 752]\n",
    "threshold = 0.1\n",
    "for layer_ind, find_index in enumerate(find_ind):\n",
    "    ind = mlp_features[layer_ind].nonzero()[0].tolist().index(find_index)\n",
    "    above_threshold = (mlp_sparse_connections[layer_ind].linear2.weight[ind] > threshold).sum()\n",
    "    # get the indices that are not the indices\n",
    "    length = mlp_sparse_connections[layer_ind].linear2.weight.shape[0]\n",
    "    selected_indices = torch.arange(length) != ind\n",
    "    above_threshold_not_outlier = (mlp_sparse_connections[layer_ind].linear2.weight[selected_indices] > threshold).sum(1).float().mean().item()\n",
    "    not_indice_above_threshold= (mlp_sparse_connections[layer_ind].linear2.weight[ind] > threshold)\n",
    "    print(f\"layer {layer_ind}: {above_threshold} vs {above_threshold_not_outlier:.0f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'mlp_features' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m/root/sparse_coding/interpret_sparse_weights.ipynb Cell 10\u001b[0m line \u001b[0;36m4\n\u001b[1;32m      <a href='vscode-notebook-cell://ssh-remote%2B199.195.151.121/root/sparse_coding/interpret_sparse_weights.ipynb#X13sdnNjb2RlLXJlbW90ZQ%3D%3D?line=1'>2</a>\u001b[0m threshold \u001b[39m=\u001b[39m \u001b[39m-\u001b[39m\u001b[39m0.1\u001b[39m\n\u001b[1;32m      <a href='vscode-notebook-cell://ssh-remote%2B199.195.151.121/root/sparse_coding/interpret_sparse_weights.ipynb#X13sdnNjb2RlLXJlbW90ZQ%3D%3D?line=2'>3</a>\u001b[0m \u001b[39mfor\u001b[39;00m layer_ind, find_index \u001b[39min\u001b[39;00m \u001b[39menumerate\u001b[39m(find_ind):\n\u001b[0;32m----> <a href='vscode-notebook-cell://ssh-remote%2B199.195.151.121/root/sparse_coding/interpret_sparse_weights.ipynb#X13sdnNjb2RlLXJlbW90ZQ%3D%3D?line=3'>4</a>\u001b[0m     ind \u001b[39m=\u001b[39m mlp_features[layer_ind]\u001b[39m.\u001b[39mnonzero()[\u001b[39m0\u001b[39m]\u001b[39m.\u001b[39mtolist()\u001b[39m.\u001b[39mindex(find_index)\n\u001b[1;32m      <a href='vscode-notebook-cell://ssh-remote%2B199.195.151.121/root/sparse_coding/interpret_sparse_weights.ipynb#X13sdnNjb2RlLXJlbW90ZQ%3D%3D?line=4'>5</a>\u001b[0m     \u001b[39mprint\u001b[39m(ind)\n\u001b[1;32m      <a href='vscode-notebook-cell://ssh-remote%2B199.195.151.121/root/sparse_coding/interpret_sparse_weights.ipynb#X13sdnNjb2RlLXJlbW90ZQ%3D%3D?line=5'>6</a>\u001b[0m     above_threshold \u001b[39m=\u001b[39m (mlp_sparse_connections[layer_ind]\u001b[39m.\u001b[39mlinear2\u001b[39m.\u001b[39mweight[ind] \u001b[39m<\u001b[39m threshold)\u001b[39m.\u001b[39msum()\n",
      "\u001b[0;31mNameError\u001b[0m: name 'mlp_features' is not defined"
     ]
    }
   ],
   "source": [
    "find_ind = [870, 706, 643, 35, 752]\n",
    "threshold = -0.1\n",
    "for layer_ind, find_index in enumerate(find_ind):\n",
    "    ind = mlp_features[layer_ind].nonzero()[0].tolist().index(find_index)\n",
    "    print(ind)\n",
    "    above_threshold = (mlp_sparse_connections[layer_ind].linear2.weight[ind] < threshold).sum()\n",
    "    # get the indices that are not the indices\n",
    "    length = mlp_sparse_connections[layer_ind].linear2.weight.shape[0]\n",
    "    selected_indices = torch.arange(length) != ind\n",
    "    above_threshold_not_outlier = (mlp_sparse_connections[layer_ind].linear2.weight[selected_indices] < threshold).sum(1).float().mean().item()\n",
    "    not_indice_above_threshold= (mlp_sparse_connections[layer_ind].linear2.weight[ind] > threshold)\n",
    "    print(f\"layer {layer_ind}: {above_threshold} vs {above_threshold_not_outlier:.0f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "layer 0: tensor([74, 51, 27, 14, 13]) vs 3\n",
      "layer 1: tensor([71, 48, 42, 42, 40]) vs 4\n",
      "layer 2: tensor([25, 18, 16, 14, 12]) vs 4\n",
      "layer 3: tensor([36, 24, 12,  9,  8]) vs 4\n",
      "layer 4: tensor([112,  19,  11,  10,   9]) vs 9\n"
     ]
    }
   ],
   "source": [
    "threshold = 0.1\n",
    "for layer_ind, find_index in enumerate(find_ind):\n",
    "    val, ind = (mlp_sparse_connections[layer_ind].linear2.weight> threshold).sum(1).topk(5)\n",
    "    median = (mlp_sparse_connections[layer_ind].linear2.weight> threshold).sum(1).float().median().item()\n",
    "    print(f\"layer {layer_ind}: {val} vs {median:.0f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "layer 0: tensor([36, 34, 14,  7,  7]) vs 0\n",
      "layer 1: tensor([32, 31, 28, 22, 14]) vs 0\n",
      "layer 2: tensor([14,  3,  3,  3,  2]) vs 0\n",
      "layer 3: tensor([15,  5,  1,  1,  1]) vs 0\n",
      "layer 4: tensor([10,  0,  0,  0,  0]) vs 0\n"
     ]
    }
   ],
   "source": [
    "threshold = -0.1\n",
    "for layer_ind, find_index in enumerate(find_ind):\n",
    "    val, ind = (mlp_sparse_connections[layer_ind].linear2.weight < threshold).sum(1).topk(5)\n",
    "    median = (mlp_sparse_connections[layer_ind].linear2.weight < threshold).sum(1).float().median().item()\n",
    "    print(f\"layer {layer_ind}: {val} vs {median:.0f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.return_types.topk(\n",
       "values=tensor([112,  19,  11]),\n",
       "indices=tensor([8, 6, 1]))"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "above_threshold_not_outlier"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "layer 0: tensor([0.0498, 0.0412, 0.0342, 0.0314, 0.0263, 0.0176, 0.0169, 0.0119, 0.0077,\n",
      "        0.0062], grad_fn=<TopkBackward0>)\n",
      "layer 1: tensor([4.7935e-01, 2.8848e-01, 2.0765e-01, 3.0066e-02, 1.0669e-03, 7.2536e-04,\n",
      "        5.0014e-04, 4.6772e-04, 4.1492e-04, 4.1314e-04],\n",
      "       grad_fn=<TopkBackward0>)\n",
      "layer 2: tensor([0.4157, 0.3570, 0.2358, 0.1398, 0.0039, 0.0038, 0.0038, 0.0037, 0.0034,\n",
      "        0.0034], grad_fn=<TopkBackward0>)\n",
      "layer 3: tensor([0.5466, 0.3597, 0.0055, 0.0028, 0.0020, 0.0012, 0.0012, 0.0012, 0.0011,\n",
      "        0.0011], grad_fn=<TopkBackward0>)\n",
      "layer 4: tensor([0.1605, 0.1496, 0.1467, 0.1464, 0.1294, 0.1178, 0.1124, 0.0856, 0.0814,\n",
      "        0.0781], grad_fn=<TopkBackward0>)\n"
     ]
    }
   ],
   "source": [
    "find_ind = [1,0,0,0,0]\n",
    "for layer_ind, find_index in enumerate(find_ind):\n",
    "    ind = 0\n",
    "    print(f\"layer {layer_ind}: {mlp_sparse_connections[layer_ind].linear2.weight[ind].topk(10).values}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'layer 0: torch.return_types.topk(\\nvalues=tensor([0.1401, 0.0860, 0.0159, 0.0150, 0.0125]),\\nindices=tensor([ 870,  671,  502,  787, 1035]))\\nlayer 1: torch.return_types.topk(\\nvalues=tensor([0.3370, 0.3324, 0.2910, 0.1682, 0.1069]),\\nindices=tensor([706, 303, 594, 392,  70]))\\nlayer 2: torch.return_types.topk(\\nvalues=tensor([0.0456, 0.0163, 0.0122, 0.0101, 0.0069]),\\nindices=tensor([ 643, 1082,  470, 1193,  396]))\\nlayer 3: torch.return_types.topk(\\nvalues=tensor([0.0529, 0.0134, 0.0106, 0.0106, 0.0099]),\\nindices=tensor([  35, 1492,   37, 1390, 1243]))\\nlayer 4: torch.return_types.topk(\\nvalues=tensor([1.5555, 0.0116, 0.0052, 0.0040, 0.0038]),\\nindices=tensor([752, 348,  63, 684, 228]))'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''layer 0: torch.return_types.topk(\n",
    "values=tensor([0.3343, 0.2043, 0.0410, 0.0331, 0.0198]),\n",
    "indices=tensor([ 869,  667,  709, 1061,  934]))\n",
    "layer 1: torch.return_types.topk(\n",
    "values=tensor([2.6648, 2.6510, 2.3523, 1.4538, 0.2790]),\n",
    "indices=tensor([716, 306, 598, 397,  66]))\n",
    "layer 2: torch.return_types.topk(\n",
    "values=tensor([0.2839, 0.0382, 0.0376, 0.0188, 0.0174]),\n",
    "indices=tensor([ 631,   74, 1019, 1072,  230]))\n",
    "layer 3: torch.return_types.topk(\n",
    "values=tensor([0.4628, 0.0553, 0.0442, 0.0252, 0.0201]),\n",
    "indices=tensor([  35, 1493,   37, 1390, 1244]))\n",
    "layer 4: torch.return_types.topk(\n",
    "values=tensor([1.3722e+01, 4.6175e-02, 1.7231e-02, 1.0577e-02, 2.8266e-03]),\n",
    "indices=tensor([758, 136, 211, 481, 349]))'''\n",
    "\n",
    "'''layer 0: torch.return_types.topk(\n",
    "values=tensor([0.1401, 0.0860, 0.0159, 0.0150, 0.0125]),\n",
    "indices=tensor([ 870,  671,  502,  787, 1035]))\n",
    "layer 1: torch.return_types.topk(\n",
    "values=tensor([0.3370, 0.3324, 0.2910, 0.1682, 0.1069]),\n",
    "indices=tensor([706, 303, 594, 392,  70]))\n",
    "layer 2: torch.return_types.topk(\n",
    "values=tensor([0.0456, 0.0163, 0.0122, 0.0101, 0.0069]),\n",
    "indices=tensor([ 643, 1082,  470, 1193,  396]))\n",
    "layer 3: torch.return_types.topk(\n",
    "values=tensor([0.0529, 0.0134, 0.0106, 0.0106, 0.0099]),\n",
    "indices=tensor([  35, 1492,   37, 1390, 1243]))\n",
    "layer 4: torch.return_types.topk(\n",
    "values=tensor([1.5555, 0.0116, 0.0052, 0.0040, 0.0038]),\n",
    "indices=tensor([752, 348,  63, 684, 228]))'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2819, 1372, 251, 2562, 885]\n"
     ]
    }
   ],
   "source": [
    "def linear_to_original(ind, layer, linear_or_mlp_features):\n",
    "    linear_to_alive_map = linear_or_mlp_features[layer].nonzero()[0]\n",
    "    alive_to_original_map = alive_features_ind[layer].nonzero()[:,0]\n",
    "    return alive_to_original_map[linear_to_alive_map[ind]]\n",
    "# find_ind = [870, 671,  502,  787, 1035]\n",
    "# find_ind = [706, 303, 594, 392,  70]\n",
    "# find_ind = [643, 1082,  470, 1193,  396]\n",
    "# find_ind = [35, 1492,   37, 1390, 1243]\n",
    "find_ind = [752, 348,  63, 684, 228]\n",
    "layer = 4\n",
    "indices = []\n",
    "for find_index in find_ind:\n",
    "    ind = mlp_features[layer].nonzero()[0].tolist().index(find_index)\n",
    "    indices.append(linear_to_original(ind, layer, mlp_features).item())\n",
    "print(indices)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2507, 1910, 1404, 2227, 2960]\n",
      "Weights:tensor([0.3598, 0.3579, 0.3552], grad_fn=<SelectBackward0>)\n",
      "Output feature\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 320/320 [00:10<00:00, 29.33it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Feature 2507 is alive\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/sparse_coding/alpha_utils_interp.py:387: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  full_tok = torch.tensor(dataset[md][\"input_ids\"])\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading page (1/2)\n",
      "Rendering (2/2)                                                    \n",
      "Done                                                               \n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<body style=\"background-color: black; color: white;\">\n",
       "Token Activations: <span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp3.8&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp7.6&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp11.4&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp15.3&nbsp</span><div style=\"margin-top: 0.1em;\"></div>Logit Diff: <span style=\"background-color:rgba(255, 0,0,1); color:rgb(255,255,255)\">&nbsp-3.4&nbsp</span><span style=\"background-color:rgba(255, 62,62,1); color:rgb(255,255,255)\">&nbsp-2.6&nbsp</span><span style=\"background-color:rgba(255, 125,125,1); color:rgb(0,0,0)\">&nbsp-1.7&nbsp</span><span style=\"background-color:rgba(255, 187,187,1); color:rgb(0,0,0)\">&nbsp-0.9&nbsp</span><span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp0.2&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp0.4&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp0.7&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp0.9&nbsp</span><div style=\"margin-top: 0.5em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(144,144,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">half</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(205,205,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspchances</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 247,247,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspequal</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(165,165,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(238,238,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ised</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(196,196,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthrough</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 218,218,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspCon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(181,181,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(243,243,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">or</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspWashington</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 209,209,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(0,0,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 210,210,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(246,246,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">New</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(201,201,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">castle</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(185,185,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbeaten</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 232,232,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspby</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 246,246,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspOxford</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(196,196,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspFA</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(234,234,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspCup</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 249,249,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspSaturday</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(221,221,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthen</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 227,227,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsped</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ged</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspback</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(238,238,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfront</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthanks</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 221,221,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(168,168,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspabout</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(195,195,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppotential</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 76,76,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcounter</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 80,80,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(213,213,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">intelligence</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(188,188,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(238,238,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspinvestigations</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 216,216,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(233,233,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptop</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(0,0,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplawmakers</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 155,155,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp—</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(186,186,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(239,239,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcalled</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(85,85,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspGang</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 6,6,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspEight</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 116,116,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp—</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(134,134,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwho</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(182,182,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspare</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsupposed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(10,10,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(140,140,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbrief</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 219,219,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(238,238,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 128,128,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 192,192,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsuch</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(181,181,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmatters</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 197,197,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(75,75,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 226,226,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">The</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(229,229,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcongress</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 213,213,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">man</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 208,208,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnoted</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(172,172,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Here</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(236,236,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(220,220,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(237,237,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspadvertisement</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 248,248,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(232,232,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspign</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 223,223,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ited</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspyears</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 239,239,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcontroversy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsurrounding</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 232,232,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 247,247,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsporigins</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspBMW</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 223,223,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(243,243,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspiconic</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 247,247,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplogo</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(100,100,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp(</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 219,219,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">BM</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(212,212,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">W</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(239,239,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspAG</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 225,225,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">)</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">While</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(207,207,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 247,247,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(245,245,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptrue</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(214,214,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(153,153,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTel</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(214,214,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">stra</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 203,203,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(215,215,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbranded</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 0,0,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(169,169,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppay</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 175,175,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(215,215,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">phones</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 227,227,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(221,221,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsparound</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 210,210,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 222,222,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(244,244,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcountry</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 203,203,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(67,67,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 230,230,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 201,201,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 249,249,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Things</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(163,163,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspyou</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(246,246,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspneed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 248,248,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(239,239,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspknow</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(221,221,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">:</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(247,247,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Free</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcalls</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(142,142,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsparound</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(113,113,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspAustralia</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 239,239,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(231,231,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplocal</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnational</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 248,248,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(242,242,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspstandard</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(227,227,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmob</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 246,246,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">iles</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(233,233,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfrom</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(222,222,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(133,133,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspended</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(230,230,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspup</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(242,242,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbeing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(196,196,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(238,238,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(233,233,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(236,236,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspkind</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">est</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 186,186,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(242,242,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(233,233,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmost</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(218,218,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwell</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(228,228,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(248,248,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 246,246,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">beh</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 213,213,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(245,245,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">aved</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 248,248,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdogs</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspI</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(187,187,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(221,221,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(243,243,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ve</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspever</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(243,243,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbeen</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 247,247,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsparound</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(238,238,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(43,43,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 248,248,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspMy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(156,156,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsproom</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">mate</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(223,223,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspalso</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(213,213,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphad</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(220,220,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(235,235,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(243,243,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 215,215,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">3</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(241,241,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">year</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 233,233,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div>"
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      "Feature 1910 is alive\n"
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      "/root/sparse_coding/alpha_utils_interp.py:387: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  full_tok = torch.tensor(dataset[md][\"input_ids\"])\n"
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      "Loading page (1/2)\n",
      "Rendering (2/2)                                                    \n",
      "Done                                                               \n"
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       "Token Activations: <span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp3.1&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp6.2&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp9.3&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp12.4&nbsp</span><div style=\"margin-top: 0.1em;\"></div>Logit Diff: <span style=\"background-color:rgba(255, 0,0,1); color:rgb(255,255,255)\">&nbsp-0.9&nbsp</span><span style=\"background-color:rgba(255, 62,62,1); color:rgb(255,255,255)\">&nbsp-0.7&nbsp</span><span style=\"background-color:rgba(255, 125,125,1); color:rgb(0,0,0)\">&nbsp-0.4&nbsp</span><span style=\"background-color:rgba(255, 187,187,1); color:rgb(0,0,0)\">&nbsp-0.2&nbsp</span><span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp0.1&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp0.3&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp0.4&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp0.5&nbsp</span><div style=\"margin-top: 0.5em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(245,245,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspone</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(229,229,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">cent</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsales</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(241,241,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptax</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcurrently</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">arm</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ark</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfor</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspeducation</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspinfrastructure</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspspending</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(0,0,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspThat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 0,0,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptax</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 106,106,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcurrently</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 26,26,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspset</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(200,200,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspexpire</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(222,222,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp20</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 220,220,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">29</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(239,239,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(236,236,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">School</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 189,189,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(199,199,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwould</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 215,215,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(243,243,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspERA</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(242,242,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspDemocratic</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 245,245,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspSen</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(42,42,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 117,117,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspKennedy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 222,222,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspspeaks</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(147,147,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(192,192,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspERA</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 233,233,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfundraising</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(177,177,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdinner</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 211,211,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspWashington</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(185,185,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 162,162,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp1980</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 230,230,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(228,228,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspKennedy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(25,25,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspspent</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(219,219,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmore</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthree</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 222,222,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdecades</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(214,214,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspchampion</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(230,230,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfor</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(234,234,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspamendment</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 246,246,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspCongress</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 225,225,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspprep</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">oster</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ous</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(82,82,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Advertisement</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(199,199,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">At</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 219,219,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspend</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspday</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(198,198,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspreason</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwhy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(224,224,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthere</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 212,212,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(232,232,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspso</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmuch</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspconfusion</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 235,235,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbecause</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 223,223,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthere</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(234,234,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptoo</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmuch</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspchaotic</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(249,249,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdefending</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(173,173,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 219,219,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Gu</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ardi</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 198,198,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ola</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsaid</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 224,224,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspweek</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(245,245,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(244,244,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwanted</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 243,243,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnew</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(230,230,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsprule</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspallow</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 243,243,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspteams</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(225,225,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspuse</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspup</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(217,217,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(166,166,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsix</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(191,191,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsubstit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">utes</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 235,235,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspafter</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(232,232,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfive</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 238,238,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspminutes</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 235,235,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmay</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(226,226,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspincluding</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 177,177,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspRichard</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 220,220,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspE</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(54,54,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspM</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(0,0,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">our</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 62,62,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">dock</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 226,226,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(189,189,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspIndiana</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(182,182,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 210,210,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspJosh</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspMand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 226,226,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">el</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 226,226,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 228,228,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspOhio</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspConnie</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(226,226,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspMack</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 194,194,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspFlorida</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 246,246,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(188,188,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspSome</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTea</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 233,233,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspParty</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(224,224,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfire</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(214,214,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">br</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ands</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplost</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 205,205,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptheir</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspHouse</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 232,232,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspseats</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 203,203,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div>"
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      "Feature 1404 is alive\n"
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      "/root/sparse_coding/alpha_utils_interp.py:387: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  full_tok = torch.tensor(dataset[md][\"input_ids\"])\n"
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      "Loading page (1/2)\n",
      "Rendering (2/2)                                                    \n",
      "Done                                                               \n"
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       "<body style=\"background-color: black; color: white;\">\n",
       "Token Activations: <span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp0.8&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp1.6&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp2.3&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp3.1&nbsp</span><div style=\"margin-top: 0.1em;\"></div>Logit Diff: <span style=\"background-color:rgba(255, 0,0,1); color:rgb(255,255,255)\">&nbsp-0.5&nbsp</span><span style=\"background-color:rgba(255, 62,62,1); color:rgb(255,255,255)\">&nbsp-0.3&nbsp</span><span style=\"background-color:rgba(255, 125,125,1); color:rgb(0,0,0)\">&nbsp-0.2&nbsp</span><span style=\"background-color:rgba(255, 187,187,1); color:rgb(0,0,0)\">&nbsp-0.1&nbsp</span><span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp0.1&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp0.1&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp0.1&nbsp</span><div style=\"margin-top: 0.5em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcommander</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspplat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">oon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbattalion</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspperpet</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">rated</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmassacre</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspBel</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">arus</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ian</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspvillage</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp1943</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(0,0,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 77,77,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 232,232,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppersonally</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspopened</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfire</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppresence</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspgave</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspvalidation</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspJesus</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplove</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(17,17,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 0,0,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfeel</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppleasing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 215,215,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspour</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(188,188,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspLord</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(218,218,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspI</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfelt</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(181,181,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnone</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(202,202,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 241,241,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspWhat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspI</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfelt</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 243,243,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplittle</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplove</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 244,244,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspI</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspshr</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ines</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspN</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">aj</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">af</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">?</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp‘</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Am</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">rika</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthrough</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspuse</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfalse</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">flag</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspoperations</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspconducted</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspby</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspAmerican</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspagents</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(123,123,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspor</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 234,234,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspresult</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(2,2,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 219,219,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(224,224,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwider</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 201,201,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspversion</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbuilt</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspusing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplatest</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspWeb</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">GL</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptechnologies</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(88,88,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 170,170,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplooks</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(126,126,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspvery</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(204,204,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdifferent</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsporiginal</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(225,225,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspgame</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspHowever</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(196,196,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspgameplay</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspphysics</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(224,224,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspengine</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(180,180,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 239,239,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(160,160,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 230,230,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsporiginal</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(161,161,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplevels</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(123,123,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspare</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(0,0,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspall</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 235,235,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'ll</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspalso</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplatch</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsponto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfalse</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspones</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspJust</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplook</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspDr</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspOz</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">:</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspplenty</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwhat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppushing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptrue</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(245,245,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbut</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplots</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspisn</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'t</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(140,140,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspor</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 146,146,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div>"
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      "Feature 2227 is alive\n"
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      "/root/sparse_coding/alpha_utils_interp.py:387: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  full_tok = torch.tensor(dataset[md][\"input_ids\"])\n"
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      "Loading page (1/2)\n",
      "Rendering (2/2)                                                    \n",
      "Done                                                               \n"
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       "Token Activations: <span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp1.2&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp2.3&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp3.5&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp4.6&nbsp</span><div style=\"margin-top: 0.1em;\"></div>Logit Diff: <span style=\"background-color:rgba(255, 0,0,1); color:rgb(255,255,255)\">&nbsp-0.1&nbsp</span><span style=\"background-color:rgba(255, 62,62,1); color:rgb(255,255,255)\">&nbsp-0.1&nbsp</span><span style=\"background-color:rgba(255, 125,125,1); color:rgb(0,0,0)\">&nbsp-0.1&nbsp</span><span style=\"background-color:rgba(255, 187,187,1); color:rgb(0,0,0)\">&nbsp-0.0&nbsp</span><span style=\"background-color:rgba(255,255,255,1);color:rgb(0,0,0)\">&nbsp0.0&nbsp</span><span style=\"background-color:rgba(187,187,255,1);color:rgb(0,0,0)\">&nbsp0.1&nbsp</span><span style=\"background-color:rgba(125,125,255,1);color:rgb(0,0,0)\">&nbsp0.1&nbsp</span><span style=\"background-color:rgba(62,62,255,1);color:rgb(255,255,255)\">&nbsp0.2&nbsp</span><span style=\"background-color:rgba(0,0,255,1);color:rgb(255,255,255)\">&nbsp0.3&nbsp</span><div style=\"margin-top: 0.5em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">t</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthink</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspone</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptransgender</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwoman</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphere</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspI</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(0,0,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ve</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 17,17,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspworked</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(215,215,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(239,239,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(228,228,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphasn</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 0,0,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(244,244,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">t</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfaced</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(227,227,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsome</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspkind</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 225,225,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsevere</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspphysical</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(219,219,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspviolence</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspher</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 216,216,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplife</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,\"</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 232,232,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspshe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 231,231,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsays</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ibilities</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspuser</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppreferences</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Now</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">adays</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspseems</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplike</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(38,38,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">re</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(0,0,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspjust</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 52,52,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspgoing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 153,153,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfull</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(121,121,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 171,171,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ste</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(217,217,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">am</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(192,192,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">-</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ahead</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 143,143,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 209,209,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdamn</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 50,50,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(225,225,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcompatibility</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 207,207,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspissues</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspWith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(184,184,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppace</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbest</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspinterests</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">“</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">In</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplot</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspstates</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnow</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthey</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(82,82,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">re</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 179,179,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspstarting</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 195,195,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspput</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwhat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(214,214,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspappropriate</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(217,217,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdosage</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspor</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(240,240,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspamount</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 197,197,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspconsume</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 223,223,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,”</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(185,185,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">t</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspneed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(233,233,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspperform</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspany</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(230,230,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspspecific</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(231,231,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspaction</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(231,231,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplike</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsperror</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(215,215,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspchecking</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 229,229,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphere</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 170,170,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">‘</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(210,210,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Try</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspagain</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspaspect</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">What</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspif</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphave</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfailed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspget</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdata</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspHe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">isman</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTrophy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp2008</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspMay</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">field</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptransferred</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfrom</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTexas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTech</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplast</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspseason</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdespite</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspO</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">U</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsignificant</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspefforts</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspNCAA</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwasn</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(199,199,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">t</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div>"
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      "Feature 2960 is alive\n"
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      "/root/sparse_coding/alpha_utils_interp.py:387: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  full_tok = torch.tensor(dataset[md][\"input_ids\"])\n"
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      "Loading page (1/2)\n",
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color:rgb(0,0,0)\">Bed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">rock</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspofficials</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspshowed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspimages</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspSmith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">son</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ian</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspexhibits</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspand</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspT</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ED</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspTal</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ks</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspexamples</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspkind</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspevents</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(0,0,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcould</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 0,0,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(208,208,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspheld</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(158,158,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspconference</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(0,0,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspRussia</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspAl</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ask</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">an</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmainland</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspSt</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspLawrence</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspIsland</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspis</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthought</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspone</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsplast</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspexposed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspportions</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspland</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbridge</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(51,51,255,1);margin-right: 0.00em; color:rgb(255,255,255)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsponce</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 217,217,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspjoined</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 144,144,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspAsia</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 5,5,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnot</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsprevealed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspidentity</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspan</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspEnglish</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsporganisation</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(133,133,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwhich</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphelped</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 139,139,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfund</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 141,141,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspits</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 216,216,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspBrexit</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 192,192,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspreferendum</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 226,226,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspcampaign</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 195,195,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">.</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 209,209,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 239,239,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">Question</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspabout</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 230,230,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspIrish</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspgovernment</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">'s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 229,229,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspopposition</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspidea</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(158,158,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspof</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(182,182,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspspecial</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdesignated</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 242,242,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">s</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspFacebook</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppost</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">,</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspa</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsprepresentative</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfrom</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsppolice</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspdepartment</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspresponded</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspvia</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspemail</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwith</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspfollowing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspstatement</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">:</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">\\n</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">I</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspjust</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspinformed</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspby</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmy</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsocial</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmedia</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmanager</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(159,159,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsphe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 237,237,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwas</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmay</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbased</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspon</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspmyth</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(211,211,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp“</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">te</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(175,175,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">achers</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspin</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspthe</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptrenches</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">”</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspare</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(162,162,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspbeing</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 225,225,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsptold</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 236,236,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwhat</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(99,99,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspto</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspteach</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 240,240,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspby</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(180,180,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspsome</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbsp“</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">exper</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ts</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">”</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(202,202,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(242,242,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspwho</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">’</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255, 243,243,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">ve</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspprobably</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspnever</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"display: inline-block;\"><span style=\"background-color:rgba(255,255,255,1);margin-right: 0.00em; color:rgb(0,0,0)\">&nbspset</span><div style=\"display: block; margin-right: 0.00em; height: 10px; background-color:rgba(255,255,255,1); text-align: center;\"></div></div><div style=\"margin-top: 0.2em;\"></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input feature\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 320/320 [00:11<00:00, 28.68it/s]\n"
     ]
    }
   ],
   "source": [
    "from alpha_utils_interp import *\n",
    "import os\n",
    "# make features/ dir if not exist\n",
    "save_path = \"features/\"\n",
    "if not os.path.exists(save_path):\n",
    "    os.makedirs(save_path)\n",
    "\n",
    "####################################################################################################################################################################\n",
    "# Other way around: restricted linear indices -> alive indices -> original indices\n",
    "def linear_to_original(ind, layer, linear_or_mlp_features):\n",
    "    linear_to_alive_map = linear_or_mlp_features[layer].nonzero()[0]\n",
    "    alive_to_original_map = alive_features_ind[layer].nonzero()[:,0]\n",
    "    return alive_to_original_map[linear_to_alive_map[ind]]\n",
    "# Figure out Features\n",
    "layer = 0\n",
    "def linear_to_original(ind, layer, linear_or_mlp_features):\n",
    "    linear_to_alive_map = linear_or_mlp_features[layer].nonzero()[0]\n",
    "    alive_to_original_map = alive_features_ind[layer].nonzero()[:,0]\n",
    "    return alive_to_original_map[linear_to_alive_map[ind]]\n",
    "find_ind = [870, 671,  502,  787, 1035]\n",
    "# find_ind = [706, 303, 594, 392,  70]\n",
    "# find_ind = [643, 1082,  470, 1193,  396]\n",
    "# find_ind = [35, 1492,   37, 1390, 1243]\n",
    "# find_ind = [752, 348,  63, 684, 228]\n",
    "indices = []\n",
    "for find_index in find_ind:\n",
    "    ind = mlp_features[layer].nonzero()[0].tolist().index(find_index)\n",
    "    indices.append(linear_to_original(ind, layer, mlp_features).item())\n",
    "print(indices)\n",
    "\n",
    "# setting = \"linear\"\n",
    "setting = \"mlp\"\n",
    "k = 3\n",
    "cache_names_layer = cache_names[layer*2:layer*2+2]\n",
    "autoencoders_layer = autoencoders[layer*2:layer*2+2]\n",
    "# Index for output (mlp_out)\n",
    "# linear: 359, 448, 404, 472, 377\n",
    "output_index_restricted = 8\n",
    "if(setting == \"linear\"):\n",
    "    output_index = linear_to_original(output_index_restricted, layer, linear_features)\n",
    "    input_weights, input_index = linear_sparse_connections[layer].linear.weight.topk(k)\n",
    "if(setting == \"mlp\"):    \n",
    "    output_index = linear_to_original(output_index_restricted, layer, mlp_features)\n",
    "    input_weights, input_index = mlp_sparse_connections[layer].linear2.weight.topk(k)\n",
    "    # input_index, input_weights = mlp_sparse_connections[layer].linear.weight.topk(k)\n",
    "\n",
    "input_index = input_index[output_index_restricted]\n",
    "input_weights = input_weights[output_index_restricted]\n",
    "# output_index = mlp_features[layer].nonzero()[0][output_index_restricted]\n",
    "# output_index = 835\n",
    "# features_all = [input_index.tolist(), [output_index]]\n",
    "features_all = [[], indices]\n",
    "\n",
    "# Now view the features\n",
    "# 0 is input feature (ie {} residual stream)\n",
    "# 1 is output feature (ie mlp_out)\n",
    "print(f\"Weights:{input_weights}\")\n",
    "ind_num = 1\n",
    "for ind_num in range(1, -1, -1):\n",
    "    if(ind_num == 0):\n",
    "        print(\"Input feature\")\n",
    "    else:\n",
    "        print(\"Output feature\")\n",
    "    features = features_all[ind_num]\n",
    "    cache_name = cache_names_layer[ind_num]\n",
    "    autoencoder = autoencoders_layer[ind_num]\n",
    "\n",
    "    # ALSO\n",
    "    # 1. Look through linear_sparse_connections[layer].linear.weight. for especially large weights\n",
    "    # 2. Visualize both at once\n",
    "    ###################################################################################################################################################\n",
    "\n",
    "\n",
    "    num_feature_datapoints = 5\n",
    "    dictionary_activations, tokens_for_each_datapoint = get_dictionary_activations(model, dataset, cache_name, max_seq_length, autoencoder, batch_size=32)\n",
    "\n",
    "    # features = [1,2,3,4,5,6,7,8,9,10]\n",
    "    # features = [5,6]\n",
    "    # features = None\n",
    "    num_features = 30\n",
    "    # feature = 0\n",
    "    input_setting = \"input_only\"\n",
    "    model_type=\"causal\"\n",
    "    ablate_context = True\n",
    "\n",
    "    for feature in features:\n",
    "        # Check if feature is dead (<10 activations)\n",
    "        dead_threshold = 1\n",
    "        # if(dictionary_activations[:, current_feature].count_nonzero() < dead_threshold):\n",
    "        if(dictionary_activations[:, feature].count_nonzero() < dead_threshold):\n",
    "            print(f\"Feature {feature} is dead\")\n",
    "            # Go to next feature\n",
    "            continue\n",
    "        print(f\"Feature {feature} is alive\")\n",
    "        uniform_indices = get_feature_indices(feature, dictionary_activations, k=num_feature_datapoints, setting=\"uniform\")\n",
    "        # uniform_indices = get_feature_indices(feature, dictionary_activations, k=num_feature_datapoints, setting=\"max\")\n",
    "        text_list, full_text, token_list, full_token_list, partial_activations, full_activations = get_feature_datapoints(uniform_indices, dictionary_activations[:, feature], tokenizer, max_seq_length, dataset)\n",
    "        # get_token_statistics(feature, dictionary_activations[:, feature], dataset, tokenizer, max_seq_length, tokens_for_each_datapoint, save_location = save_path, num_unique_tokens=10)\n",
    "        if(input_setting == \"input_only\"):\n",
    "            # Calculate logit diffs on this feature for the full_token_list\n",
    "            logit_diffs = ablate_feature_direction(model, full_token_list, cache_name, max_seq_length, autoencoder, feature = feature, batch_size=32, setting=\"sentences\", model_type=model_type)\n",
    "            # save_token_display(full_token_list, full_activations, tokenizer, path =f\"{save_path}uniform_{feature}.png\", logit_diffs = logit_diffs, model_type=model_type)\n",
    "            save_token_display(full_token_list, full_activations, tokenizer, path =f\"{save_path}uniform_{feature}.png\", save=False, logit_diffs = logit_diffs, model_type=model_type, show=True)\n",
    "            # all_changed_activations = ablate_context_one_token_at_a_time(model, token_list, cache_name, autoencoder, feature, max_ablation_length=30)\n",
    "            # save_token_display(token_list, all_changed_activations, tokenizer, path =f\"{save_path}ablate_context_{feature}.png\", model_type=model_type, show=True)\n",
    "        else:\n",
    "            logit_diffs = ablate_feature_direction(model, dataset, cache_name, max_seq_length, autoencoder, feature = feature, batch_size=32, setting=\"dataset\")\n",
    "            _, _, _, full_token_list_ablated, _, full_activations_ablated = get_feature_datapoints(uniform_indices, logit_diffs, tokenizer, max_seq_length, dataset)\n",
    "            get_token_statistics(feature, logit_diffs, dataset, tokenizer, max_seq_length, tokens_for_each_datapoint, save_location = save_path, setting=\"output\", num_unique_tokens=10)\n",
    "            save_token_display(full_token_list_ablated, full_activations, tokenizer, path =f\"{save_path}uniform_{feature}.png\", logit_diffs = full_activations_ablated)\n",
    "        # if(ablate_context ==True):\n",
    "        #     all_changed_activations = ablate_context_one_token_at_a_time(model, dataset, cache_name, autoencoder, feature, max_ablation_length=20)\n",
    "        #     save_token_display(token_list, all_changed_activations, tokenizer, path =f\"{save_path}ablate_context_{feature}.png\", model_type=model_type, show=True)\n",
    "        # combine_images(feature, setting=input_setting, ablate_context=ablate_context)\n",
    "        feature += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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