{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configuration for Colab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "IN_COLAB = \"google.colab\" in sys.modules\n",
    "\n",
    "if IN_COLAB:\n",
    "    !apt install python-opengl\n",
    "    !apt install ffmpeg\n",
    "    !apt install xvfb\n",
    "    !pip install pyvirtualdisplay\n",
    "    from pyvirtualdisplay import Display\n",
    "    \n",
    "    # Start virtual display\n",
    "    dis = Display(visible=0, size=(600, 400))\n",
    "    dis.start()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 05. Soft Actor Critic (SAC)\n",
    "\n",
    "1. [T. Haarnoja et al., \"Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor.\" arXiv preprint arXiv:1801.01290, 2018.](https://arxiv.org/pdf/1801.01290.pdf)\n",
    "2. [T. Haarnoja et al., \"Soft Actor-Critic Algorithms and Applications.\" arXiv preprint arXiv:1812.05905, 2018.](https://arxiv.org/pdf/1812.05905.pdf)\n",
    "\n",
    "The main purpose of SAC is to maximize the actor's entropy while maximizing expected reward. We can expect both sample efficient learning and stability because maximizing entropy provides a substantial improvement in exploration and robustness.\n",
    "\n",
    "As an extension of standard RL's objective function $\\sum_t \\mathbb{E}_{(s_t, a_t) \\sim \\rho_\\pi} [r(s_t, a_t)]$, let's consider a more general maximum entropy objective which favors stochastic policies by augmenting the objective with the expected entropy of the policy over $\\rho_\\pi (s_t)$:\n",
    "\n",
    "$$J(\\pi) = \\sum_{t=0}^T \\mathbb{E}_{(s_t, a_t) \\sim \\rho_\\pi} [r(s_t, a_t) + \\alpha H(\\pi(\\cdot | s_t))].$$\n",
    "\n",
    "The temperature parameter $\\alpha$ determines the relative importance of the entropy term against the reward, and thus controls the stochasticity of the optimal policy. By this objective, the policy can explore more widely and capture multiple modes of near-optimal behavior. In conclusion, it considerably improves learning speed over other methods that optimize the conventional RL objective function.\n",
    "\n",
    "In the paper, the authors show that *Soft Policy Iteration* guarantees convergence based on a tabular setting (4.1), and they extend it to a practical approximation for large continuous domains (4.2). Firstly, the soft value function is trained to minimize the squared residual error:\n",
    "\n",
    "$$J_V (\\psi) = \\mathbb{E}_{s_t \\sim D} \\big[ \\frac{1}{2}(v_\\psi (s_t) - \\mathbb{E}_{a_t \\sim \\pi_\\phi} [Q_\\theta(s_t, a_t) - \\log_{\\pi_\\phi}(a_t | s_t)])^2 \\big],$$\n",
    "\n",
    "where $D$ is the distribution of previously sampled states and actions, or a replay buffer. Second, the soft Q-function parameters can be trained to minimize the soft Bellman residual:\n",
    "\n",
    "$$J_Q (\\theta) = \\mathbb{E}_{(s_t, a_t) \\sim D} \\big[ \\frac{1}{2} \\big( Q_\\theta(s_t, a_t) - \\hat{Q}(s_t, a_t) \\big)^2 \\big],$$\n",
    "\n",
    "with $\\hat{Q}(s_t, a_t) = r(s_t, a_t) + \\gamma \\mathbb{E}_{s_{t+1} \\sim \\rho} [V_{\\tilde{\\psi}} (s_{t+1})].$\n",
    "\n",
    "Finally, the policy paramameters can be learned by directly minimizing the following expected KL-divergence:\n",
    "\n",
    "$$J_\\pi(\\phi) = \\mathbb{E}_{s_t \\sim D} \\big[ D_{KL} \\big( \\pi_{\\phi} (\\cdot | s_t) \\| \\frac{\\exp(Q_{\\theta}(s_t, \\cdot))}{Z_\\theta(s_t)} \\big) \\big].$$\n",
    "\n",
    "We can rewirte the objective as\n",
    "\n",
    "$$J_\\pi(\\phi) = \\mathbb{E}_{s_t \\sim D, \\epsilon_t \\sim N} [ \\log_{\\pi_\\phi}(f_\\phi(\\epsilon_t ; s_t) | s_t) - Q_\\theta (s_t, f_\\phi (\\epsilon_t ; s_t))],$$\n",
    "\n",
    "where $\\pi_\\phi$ is defined implicitly in terms of $f_\\phi$, and the partition function is independent of $\\phi$ and can thus be omitted.\n",
    "\n",
    "One thing to note is that the authors suggest to use two Q-functions to mitigate positive bias in the policy improvement step that is known to degrade performance of value based methods. In particular, we parameterize two Q-functions, with parameters $\\theta_i$, and train them independently to optimize $J_Q(\\theta_i)$. We then use the minimum of the Q-functions for the value gradient and policy gradient. Two Q-functions can significantly speed up training, especially on harder tasks.\n",
    "\n",
    "### Can we do better?\n",
    "\n",
    "In Soft Actor Critic paper, the experiment of reward scale shows that SAC's performance quite varies depending on reward scaling. In the follow-up paper [2], the authors assume that the temperature parameter $\\alpha$ needs to be adjusted depending on the magnitude of the reward, and they define the soft policy optimization as a constrained problem.\n",
    "\n",
    "$$\\max_{\\pi_{0:T}} \\mathbb{E}_{\\rho_\\pi} \\big[ \\sum_{t=0}^T r(s_t, a_t) \\big] \\text{ s.t. } \\mathbb{E}_{(s_t, a_t) \\sim \\rho_\\pi} [-\\log(\\pi_t(a_t|s_t))] \\ge H \\text{ for all } t,$$\n",
    "\n",
    "where $H$ is a desired minimum expected entropy. This constrained maximization becomes the following dual problem.\n",
    "\n",
    "$$\\min_{a_T \\ge 0} \\max_{\\pi_T} \\mathbb{E} [r(s_T, a_T) - \\alpha_T \\log \\pi(a_t|s_t)] - \\alpha_T H,$$\n",
    "\n",
    "where $\\alpha_T$ is the dual variable. Furthermore, it can be rewrited as a optimization problem with regards to $\\alpha$.\n",
    "\n",
    "$$J(\\alpha) = \\mathbb{E}_{a_t \\sim \\pi_t} [-\\alpha \\log \\pi_t (a_t | s_t) - \\alpha H].$$\n",
    "\n",
    "By optimizing this dual problem, we can adjust the dual variable $\\alpha$, which plays the role of the temperature."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "from typing import Dict, List, Tuple\n",
    "\n",
    "import gym\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F\n",
    "import torch.optim as optim\n",
    "from IPython.display import clear_output\n",
    "from torch.distributions import Normal"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Set random seed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "if torch.backends.cudnn.enabled:\n",
    "    torch.backends.cudnn.benchmark = False\n",
    "    torch.backends.cudnn.deterministic = True\n",
    "\n",
    "seed = 777\n",
    "torch.manual_seed(seed)\n",
    "np.random.seed(seed)\n",
    "random.seed(seed)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Replay buffer\n",
    "Typically, people implement replay buffers with one of the following three data structures:\n",
    "\n",
    "- collections.deque\n",
    "- list\n",
    "- numpy.ndarray\n",
    "\n",
    "**deque** is very easy to handle once you initialize its maximum length (e.g. deque(maxlen=buffer_size)). However, the indexing operation of deque gets terribly slow as it grows up because it is [internally doubly linked list](https://wiki.python.org/moin/TimeComplexity#collections.deque). On the other hands, **list** is an array, so it is relatively faster than deque when you sample batches at every step. Its amortized cost of Get item is [O(1)](https://wiki.python.org/moin/TimeComplexity#list).\n",
    "\n",
    "Last but not least, let's see **numpy.ndarray**. numpy.ndarray is even faster than list due to the fact that it is [a homogeneous array of fixed-size items](https://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.html#numpy.ndarray), so you can get the benefits of [locality of reference](https://en.wikipedia.org/wiki/Locality_of_reference), . Whereas list is an array of pointers to objects, even when all of them are of the same type.\n",
    "\n",
    "Here, we are going to implement a replay buffer using numpy.ndarray.\n",
    "\n",
    "Reference: \n",
    "- [OpenAI spinning-up](https://github.com/openai/spinningup/blob/master/spinup/algos/sac/sac.py#L10)\n",
    "- [rainbow-is-all-you-need](https://render.githubusercontent.com/view/ipynb?commit=032d11277cf2436853478a69ca5a4aba03202598&enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f437572742d5061726b2f7261696e626f772d69732d616c6c2d796f752d6e6565642f303332643131323737636632343336383533343738613639636135613461626130333230323539382f30312e64716e2e6970796e62&nwo=Curt-Park%2Frainbow-is-all-you-need&path=01.dqn.ipynb&repository_id=191133946&repository_type=Repository#Replay-buffer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "class ReplayBuffer:\n",
    "    \"\"\"A simple numpy replay buffer.\"\"\"\n",
    "\n",
    "    def __init__(self, obs_dim: int, size: int, batch_size: int = 32):\n",
    "        \"\"\"Initialize.\"\"\"\n",
    "        self.obs_buf = np.zeros([size, obs_dim], dtype=np.float32)\n",
    "        self.next_obs_buf = np.zeros([size, obs_dim], dtype=np.float32)\n",
    "        self.acts_buf = np.zeros([size], dtype=np.float32)\n",
    "        self.rews_buf = np.zeros([size], dtype=np.float32)\n",
    "        self.done_buf = np.zeros([size], dtype=np.float32)\n",
    "        self.max_size, self.batch_size = size, batch_size\n",
    "        self.ptr, self.size, = 0, 0\n",
    "\n",
    "    def store(self,\n",
    "        obs: np.ndarray,\n",
    "        act: np.ndarray, \n",
    "        rew: float, \n",
    "        next_obs: np.ndarray, \n",
    "        done: bool,\n",
    "    ):\n",
    "        \"\"\"Store the transition in buffer.\"\"\"\n",
    "        self.obs_buf[self.ptr] = obs\n",
    "        self.next_obs_buf[self.ptr] = next_obs\n",
    "        self.acts_buf[self.ptr] = act\n",
    "        self.rews_buf[self.ptr] = rew\n",
    "        self.done_buf[self.ptr] = done\n",
    "        self.ptr = (self.ptr + 1) % self.max_size\n",
    "        self.size = min(self.size + 1, self.max_size)\n",
    "\n",
    "    def sample_batch(self) -> Dict[str, np.ndarray]:\n",
    "        \"\"\"Randomly sample a batch of experiences from memory.\"\"\"\n",
    "        idxs = np.random.choice(self.size, size=self.batch_size, replace=False)\n",
    "        return dict(obs=self.obs_buf[idxs],\n",
    "                    next_obs=self.next_obs_buf[idxs],\n",
    "                    acts=self.acts_buf[idxs],\n",
    "                    rews=self.rews_buf[idxs],\n",
    "                    done=self.done_buf[idxs])\n",
    "\n",
    "    def __len__(self) -> int:\n",
    "        return self.size"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Network\n",
    "We are going to use three different networks for policy, Q-function, and V-function. We use two Q-functions to mitigate positive bias and softly update V-function for stable learning. One interesting thing is that the policy network works as Tanh Normal distribution which enforces action bounds. (The details are descibed in Appendix C of [2].)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def init_layer_uniform(layer: nn.Linear, init_w: float = 3e-3) -> nn.Linear:\n",
    "    \"\"\"Init uniform parameters on the single layer.\"\"\"\n",
    "    layer.weight.data.uniform_(-init_w, init_w)\n",
    "    layer.bias.data.uniform_(-init_w, init_w)\n",
    "\n",
    "    return layer\n",
    "\n",
    "\n",
    "class Actor(nn.Module):\n",
    "    def __init__(\n",
    "        self, \n",
    "        in_dim: int, \n",
    "        out_dim: int,\n",
    "        log_std_min: float = -20,\n",
    "        log_std_max: float = 2,\n",
    "    ):\n",
    "        \"\"\"Initialize.\"\"\"\n",
    "        super(Actor, self).__init__()\n",
    "        \n",
    "        # set the log std range\n",
    "        self.log_std_min = log_std_min\n",
    "        self.log_std_max = log_std_max\n",
    "        \n",
    "        # set the hidden layers\n",
    "        self.hidden1 = nn.Linear(in_dim, 128)\n",
    "        self.hidden2 = nn.Linear(128, 128)\n",
    "        \n",
    "        # set log_std layer\n",
    "        self.log_std_layer = nn.Linear(128, out_dim)\n",
    "        self.log_std_layer = init_layer_uniform(self.log_std_layer)\n",
    "\n",
    "        # set mean layer\n",
    "        self.mu_layer = nn.Linear(128, out_dim)\n",
    "        self.mu_layer = init_layer_uniform(self.mu_layer)\n",
    "\n",
    "    def forward(self, state: torch.Tensor) -> torch.Tensor:\n",
    "        \"\"\"Forward method implementation.\"\"\"\n",
    "        x = F.relu(self.hidden1(state))\n",
    "        x = F.relu(self.hidden2(x))\n",
    "        \n",
    "        # get mean\n",
    "        mu = self.mu_layer(x).tanh()\n",
    "        \n",
    "        # get std\n",
    "        log_std = self.log_std_layer(x).tanh()\n",
    "        log_std = self.log_std_min + 0.5 * (\n",
    "            self.log_std_max - self.log_std_min\n",
    "        ) * (log_std + 1)\n",
    "        std = torch.exp(log_std)\n",
    "        \n",
    "        # sample actions\n",
    "        dist = Normal(mu, std)\n",
    "        z = dist.rsample()\n",
    "        \n",
    "        # normalize action and log_prob\n",
    "        # see appendix C of [2]\n",
    "        action = z.tanh()\n",
    "        log_prob = dist.log_prob(z) - torch.log(1 - action.pow(2) + 1e-7)\n",
    "        log_prob = log_prob.sum(-1, keepdim=True)\n",
    "        \n",
    "        return action, log_prob\n",
    "    \n",
    "    \n",
    "class CriticQ(nn.Module):\n",
    "    def __init__(self, in_dim: int):\n",
    "        \"\"\"Initialize.\"\"\"\n",
    "        super(CriticQ, self).__init__()\n",
    "        \n",
    "        self.hidden1 = nn.Linear(in_dim, 128)\n",
    "        self.hidden2 = nn.Linear(128, 128)\n",
    "        self.out = nn.Linear(128, 1)\n",
    "        self.out = init_layer_uniform(self.out)\n",
    "\n",
    "    def forward(\n",
    "        self, state: torch.Tensor, action: torch.Tensor\n",
    "    ) -> torch.Tensor:\n",
    "        \"\"\"Forward method implementation.\"\"\"\n",
    "        x = torch.cat((state, action), dim=-1)\n",
    "        x = F.relu(self.hidden1(x))\n",
    "        x = F.relu(self.hidden2(x))\n",
    "        value = self.out(x)\n",
    "        \n",
    "        return value\n",
    "    \n",
    "    \n",
    "class CriticV(nn.Module):\n",
    "    def __init__(self, in_dim: int):\n",
    "        \"\"\"Initialize.\"\"\"\n",
    "        super(CriticV, self).__init__()\n",
    "        \n",
    "        self.hidden1 = nn.Linear(in_dim, 128)\n",
    "        self.hidden2 = nn.Linear(128, 128)\n",
    "        self.out = nn.Linear(128, 1)\n",
    "        self.out = init_layer_uniform(self.out)\n",
    "\n",
    "    def forward(self, state: torch.Tensor) -> torch.Tensor:\n",
    "        \"\"\"Forward method implementation.\"\"\"\n",
    "        x = F.relu(self.hidden1(state))\n",
    "        x = F.relu(self.hidden2(x))\n",
    "        value = self.out(x)\n",
    "        \n",
    "        return value"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SAC Agent\n",
    "Here is a summary of SACAgent class.\n",
    "\n",
    "| Method           | Note                                                 |\n",
    "|---               |---                                                  |\n",
    "|select_action     | select an action from the input state.               |\n",
    "|step              | take an action and return the response of the env.   |\n",
    "|update_model      | update the model by gradient descent.                |\n",
    "|train             | train the agent during num_frames.                   |\n",
    "|test              | test the agent (1 episode).                          |\n",
    "|\\_target_soft_update| soft update from the local model to the target model.|\n",
    "|\\_plot              | plot the training progresses.                        |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "class SACAgent:\n",
    "    \"\"\"SAC agent interacting with environment.\n",
    "    \n",
    "    Attrtibutes:\n",
    "        actor (nn.Module): actor model to select actions\n",
    "        actor_optimizer (Optimizer): optimizer for training actor\n",
    "        vf (nn.Module): critic model to predict state values\n",
    "        vf_target (nn.Module): target critic model to predict state values\n",
    "        vf_optimizer (Optimizer): optimizer for training vf\n",
    "        qf_1 (nn.Module): critic model to predict state-action values\n",
    "        qf_2 (nn.Module): critic model to predict state-action values\n",
    "        qf_1_optimizer (Optimizer): optimizer for training qf_1\n",
    "        qf_2_optimizer (Optimizer): optimizer for training qf_2\n",
    "        env (gym.Env): openAI Gym environment\n",
    "        memory (ReplayBuffer): replay memory\n",
    "        batch_size (int): batch size for sampling\n",
    "        gamma (float): discount factor\n",
    "        tau (float): parameter for soft target update\n",
    "        initial_random_steps (int): initial random action steps\n",
    "        policy_update_freq (int): policy update frequency\n",
    "        device (torch.device): cpu / gpu\n",
    "        target_entropy (int): desired entropy used for the inequality constraint\n",
    "        log_alpha (torch.Tensor): weight for entropy\n",
    "        alpha_optimizer (Optimizer): optimizer for alpha\n",
    "        transition (list): temporory storage for the recent transition\n",
    "        total_step (int): total step numbers\n",
    "        is_test (bool): flag to show the current mode (train / test)\n",
    "    \"\"\"\n",
    "    \n",
    "    def __init__(\n",
    "        self,\n",
    "        env: gym.Env,\n",
    "        memory_size: int,\n",
    "        batch_size: int,\n",
    "        gamma: float = 0.99,\n",
    "        tau: float = 5e-3,\n",
    "        initial_random_steps: int = int(1e4),\n",
    "        policy_update_freq: int = 2,\n",
    "    ):\n",
    "        \"\"\"Initialize.\"\"\"\n",
    "        obs_dim = env.observation_space.shape[0]\n",
    "        action_dim = env.action_space.shape[0]\n",
    "\n",
    "        self.env = env\n",
    "        self.memory = ReplayBuffer(obs_dim, memory_size, batch_size)\n",
    "        self.batch_size = batch_size\n",
    "        self.gamma = gamma\n",
    "        self.tau = tau\n",
    "        self.initial_random_steps = initial_random_steps\n",
    "        self.policy_update_freq = policy_update_freq\n",
    "\n",
    "        # device: cpu / gpu\n",
    "        self.device = torch.device(\n",
    "            \"cuda\" if torch.cuda.is_available() else \"cpu\"\n",
    "        )\n",
    "        print(self.device)\n",
    "        \n",
    "        # automatic entropy tuning\n",
    "        self.target_entropy = -np.prod((action_dim,)).item()  # heuristic\n",
    "        self.log_alpha = torch.zeros(1, requires_grad=True, device=self.device)\n",
    "        self.alpha_optimizer = optim.Adam([self.log_alpha], lr=3e-4)\n",
    "\n",
    "        # actor\n",
    "        self.actor = Actor(obs_dim, action_dim).to(self.device)\n",
    "        \n",
    "        # v function\n",
    "        self.vf = CriticV(obs_dim).to(self.device)\n",
    "        self.vf_target = CriticV(obs_dim).to(self.device)\n",
    "        self.vf_target.load_state_dict(self.vf.state_dict())\n",
    "        \n",
    "        # q function\n",
    "        self.qf_1 = CriticQ(obs_dim + action_dim).to(self.device)\n",
    "        self.qf_2 = CriticQ(obs_dim + action_dim).to(self.device)\n",
    "\n",
    "        # optimizers\n",
    "        self.actor_optimizer = optim.Adam(self.actor.parameters(), lr=3e-4)\n",
    "        self.vf_optimizer = optim.Adam(self.vf.parameters(), lr=3e-4)\n",
    "        self.qf_1_optimizer = optim.Adam(self.qf_1.parameters(), lr=3e-4)\n",
    "        self.qf_2_optimizer = optim.Adam(self.qf_2.parameters(), lr=3e-4)\n",
    "        \n",
    "        # transition to store in memory\n",
    "        self.transition = list()\n",
    "        \n",
    "        # total steps count\n",
    "        self.total_step = 0\n",
    "\n",
    "        # mode: train / test\n",
    "        self.is_test = False\n",
    "    \n",
    "    def select_action(self, state: np.ndarray) -> np.ndarray:\n",
    "        \"\"\"Select an action from the input state.\"\"\"\n",
    "        # if initial random action should be conducted\n",
    "        if self.total_step < self.initial_random_steps and not self.is_test:\n",
    "            selected_action = self.env.action_space.sample()\n",
    "        else:\n",
    "            selected_action = self.actor(\n",
    "                torch.FloatTensor(state).to(self.device)\n",
    "            )[0].detach().cpu().numpy()\n",
    "            \n",
    "        self.transition = [state, selected_action]\n",
    "        \n",
    "        return selected_action\n",
    "    \n",
    "    def step(self, action: np.ndarray) -> Tuple[np.ndarray, float, bool]:\n",
    "        \"\"\"Take an action and return the response of the env.\"\"\"\n",
    "        next_state, reward, done, _ = self.env.step(action)\n",
    "        \n",
    "        if not self.is_test:\n",
    "            self.transition += [reward, next_state, done]\n",
    "            self.memory.store(*self.transition)\n",
    "    \n",
    "        return next_state, reward, done\n",
    "    \n",
    "    def update_model(self) -> Tuple[torch.Tensor, ...]:\n",
    "        \"\"\"Update the model by gradient descent.\"\"\"\n",
    "        device = self.device  # for shortening the following lines\n",
    "        \n",
    "        samples = self.memory.sample_batch()\n",
    "        state = torch.FloatTensor(samples[\"obs\"]).to(device)\n",
    "        next_state = torch.FloatTensor(samples[\"next_obs\"]).to(device)\n",
    "        action = torch.FloatTensor(samples[\"acts\"].reshape(-1, 1)).to(device)\n",
    "        reward = torch.FloatTensor(samples[\"rews\"].reshape(-1, 1)).to(device)\n",
    "        done = torch.FloatTensor(samples[\"done\"].reshape(-1, 1)).to(device)\n",
    "        new_action, log_prob = self.actor(state)\n",
    "        \n",
    "        # train alpha (dual problem)\n",
    "        alpha_loss = (\n",
    "            -self.log_alpha.exp() * (log_prob + self.target_entropy).detach()\n",
    "        ).mean()\n",
    "\n",
    "        self.alpha_optimizer.zero_grad()\n",
    "        alpha_loss.backward()\n",
    "        self.alpha_optimizer.step()\n",
    "        \n",
    "        alpha = self.log_alpha.exp()  # used for the actor loss calculation\n",
    "        \n",
    "        # q function loss\n",
    "        mask = 1 - done\n",
    "        q_1_pred = self.qf_1(state, action)\n",
    "        q_2_pred = self.qf_2(state, action)\n",
    "        v_target = self.vf_target(next_state)\n",
    "        q_target = reward + self.gamma * v_target * mask\n",
    "        qf_1_loss = F.mse_loss(q_1_pred, q_target.detach())\n",
    "        qf_2_loss = F.mse_loss(q_2_pred, q_target.detach())\n",
    "        \n",
    "        # v function loss\n",
    "        v_pred = self.vf(state)\n",
    "        q_pred = torch.min(\n",
    "            self.qf_1(state, new_action), self.qf_2(state, new_action)\n",
    "        )\n",
    "        v_target = q_pred - alpha * log_prob\n",
    "        vf_loss = F.mse_loss(v_pred, v_target.detach())\n",
    "        \n",
    "        if self.total_step % self.policy_update_freq == 0:\n",
    "            # actor loss\n",
    "            advantage = q_pred - v_pred.detach()\n",
    "            actor_loss = (alpha * log_prob - advantage).mean()\n",
    "            \n",
    "            # train actor\n",
    "            self.actor_optimizer.zero_grad()\n",
    "            actor_loss.backward()\n",
    "            self.actor_optimizer.step()\n",
    "        \n",
    "            # target update (vf)\n",
    "            self._target_soft_update()\n",
    "        else:\n",
    "            actor_loss = torch.zeros(1)\n",
    "            \n",
    "        # train Q functions\n",
    "        self.qf_1_optimizer.zero_grad()\n",
    "        qf_1_loss.backward()\n",
    "        self.qf_1_optimizer.step()\n",
    "\n",
    "        self.qf_2_optimizer.zero_grad()\n",
    "        qf_2_loss.backward()\n",
    "        self.qf_2_optimizer.step()\n",
    "        \n",
    "        qf_loss = qf_1_loss + qf_2_loss\n",
    "\n",
    "        # train V function\n",
    "        self.vf_optimizer.zero_grad()\n",
    "        vf_loss.backward()\n",
    "        self.vf_optimizer.step()\n",
    "        \n",
    "        return actor_loss.data, qf_loss.data, vf_loss.data, alpha_loss.data\n",
    "    \n",
    "    def train(self, num_frames: int, plotting_interval: int = 200):\n",
    "        \"\"\"Train the agent.\"\"\"\n",
    "        self.is_test = False\n",
    "        \n",
    "        state = self.env.reset()\n",
    "        actor_losses, qf_losses, vf_losses, alpha_losses = [], [], [], []\n",
    "        scores = []\n",
    "        score = 0\n",
    "        \n",
    "        for self.total_step in range(1, num_frames + 1):\n",
    "            action = self.select_action(state)\n",
    "            next_state, reward, done = self.step(action)\n",
    "\n",
    "            state = next_state\n",
    "            score += reward\n",
    "\n",
    "            # if episode ends\n",
    "            if done:\n",
    "                state = env.reset()\n",
    "                scores.append(score)\n",
    "                score = 0\n",
    "\n",
    "            # if training is ready\n",
    "            if (\n",
    "                len(self.memory) >= self.batch_size \n",
    "                and self.total_step > self.initial_random_steps\n",
    "            ):\n",
    "                losses = self.update_model()\n",
    "                actor_losses.append(losses[0])\n",
    "                qf_losses.append(losses[1])\n",
    "                vf_losses.append(losses[2])\n",
    "                alpha_losses.append(losses[3])\n",
    "            \n",
    "            # plotting\n",
    "            if self.total_step % plotting_interval == 0:\n",
    "                self._plot(\n",
    "                    self.total_step,\n",
    "                    scores, \n",
    "                    actor_losses, \n",
    "                    qf_losses, \n",
    "                    vf_losses, \n",
    "                    alpha_losses\n",
    "                )\n",
    "                \n",
    "        self.env.close()\n",
    "        \n",
    "    def test(self):\n",
    "        \"\"\"Test the agent.\"\"\"\n",
    "        self.is_test = True\n",
    "        \n",
    "        state = self.env.reset()\n",
    "        done = False\n",
    "        score = 0\n",
    "        \n",
    "        frames = []\n",
    "        while not done:\n",
    "            frames.append(self.env.render(mode=\"rgb_array\"))\n",
    "            action = self.select_action(state)\n",
    "            next_state, reward, done = self.step(action)\n",
    "\n",
    "            state = next_state\n",
    "            score += reward\n",
    "        \n",
    "        print(\"score: \", score)\n",
    "        self.env.close()\n",
    "        \n",
    "        return frames\n",
    "    \n",
    "    def _target_soft_update(self):\n",
    "        \"\"\"Soft-update: target = tau*local + (1-tau)*target.\"\"\"\n",
    "        tau = self.tau\n",
    "        \n",
    "        for t_param, l_param in zip(\n",
    "            self.vf_target.parameters(), self.vf.parameters()\n",
    "        ):\n",
    "            t_param.data.copy_(tau * l_param.data + (1.0 - tau) * t_param.data)\n",
    "    \n",
    "    def _plot(\n",
    "        self, \n",
    "        frame_idx: int, \n",
    "        scores: List[float], \n",
    "        actor_losses: List[float],\n",
    "        qf_losses: List[float],\n",
    "        vf_losses: List[float],\n",
    "        alpha_losses: List[float],\n",
    "    ):\n",
    "        \"\"\"Plot the training progresses.\"\"\"\n",
    "        def subplot(loc: int, title: str, values: List[float]):\n",
    "            plt.subplot(loc)\n",
    "            plt.title(title)\n",
    "            plt.plot(values)\n",
    "\n",
    "        subplot_params = [\n",
    "            (151, f\"frame {frame_idx}. score: {np.mean(scores[-10:])}\", scores),\n",
    "            (152, \"actor_loss\", actor_losses),\n",
    "            (153, \"qf_loss\", qf_losses),\n",
    "            (154, \"vf_loss\", vf_losses),\n",
    "            (155, \"alpha_loss\", alpha_losses),\n",
    "        ]\n",
    "        \n",
    "        clear_output(True)\n",
    "        plt.figure(figsize=(30, 5))\n",
    "        for loc, title, values in subplot_params:\n",
    "            subplot(loc, title, values)\n",
    "        plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Environment\n",
    "*ActionNormalizer* is an action wrapper class to normalize the action values ranged in (-1. 1). Thanks to this class, we can make the agent simply select action values within the zero centered range (-1, 1)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "class ActionNormalizer(gym.ActionWrapper):\n",
    "    \"\"\"Rescale and relocate the actions.\"\"\"\n",
    "\n",
    "    def action(self, action: np.ndarray) -> np.ndarray:\n",
    "        \"\"\"Change the range (-1, 1) to (low, high).\"\"\"\n",
    "        low = self.action_space.low\n",
    "        high = self.action_space.high\n",
    "\n",
    "        scale_factor = (high - low) / 2\n",
    "        reloc_factor = high - scale_factor\n",
    "\n",
    "        action = action * scale_factor + reloc_factor\n",
    "        action = np.clip(action, low, high)\n",
    "\n",
    "        return action\n",
    "\n",
    "    def reverse_action(self, action: np.ndarray) -> np.ndarray:\n",
    "        \"\"\"Change the range (low, high) to (-1, 1).\"\"\"\n",
    "        low = self.action_space.low\n",
    "        high = self.action_space.high\n",
    "\n",
    "        scale_factor = (high - low) / 2\n",
    "        reloc_factor = high - scale_factor\n",
    "\n",
    "        action = (action - reloc_factor) / scale_factor\n",
    "        action = np.clip(action, -1.0, 1.0)\n",
    "\n",
    "        return action"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can see [the code](https://github.com/openai/gym/blob/master/gym/envs/classic_control/pendulum.py) and [configurations](https://github.com/openai/gym/blob/cedecb35e3428985fd4efad738befeb75b9077f1/gym/envs/__init__.py#L81) of Pendulum-v0 from OpenAI's repository."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# environment\n",
    "env_id = \"Pendulum-v0\"\n",
    "env = gym.make(env_id)\n",
    "env = ActionNormalizer(env)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initialize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda\n"
     ]
    }
   ],
   "source": [
    "# parameters\n",
    "num_frames = 50000\n",
    "memory_size = 100000\n",
    "batch_size = 128\n",
    "initial_random_steps = 10000\n",
    "\n",
    "agent = SACAgent(\n",
    "    env, memory_size, batch_size, initial_random_steps=initial_random_steps\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2160x360 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "agent.train(num_frames)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Test\n",
    "Run the trained agent (1 episode)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "score:  -231.72002778923985\n"
     ]
    }
   ],
   "source": [
    "# test\n",
    "if IN_COLAB:\n",
    "    agent.env = gym.wrappers.Monitor(agent.env, \"videos\", force=True)\n",
    "frames = agent.test()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Render"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<script language=\"javascript\">\n",
       "  /* Define the Animation class */\n",
       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
       "    this.img_id = img_id;\n",
       "    this.slider_id = slider_id;\n",
       "    this.loop_select_id = loop_select_id;\n",
       "    this.interval = interval;\n",
       "    this.current_frame = 0;\n",
       "    this.direction = 0;\n",
       "    this.timer = null;\n",
       "    this.frames = new Array(frames.length);\n",
       "\n",
       "    for (var i=0; i<frames.length; i++)\n",
       "    {\n",
       "     this.frames[i] = new Image();\n",
       "     this.frames[i].src = frames[i];\n",
       "    }\n",
       "    document.getElementById(this.slider_id).max = this.frames.length - 1;\n",
       "    this.set_frame(this.current_frame);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.get_loop_state = function(){\n",
       "    var button_group = document[this.loop_select_id].state;\n",
       "    for (var i = 0; i < button_group.length; i++) {\n",
       "        var button = button_group[i];\n",
       "        if (button.checked) {\n",
       "            return button.value;\n",
       "        }\n",
       "    }\n",
       "    return undefined;\n",
       "  }\n",
       "\n",
       "  Animation.prototype.set_frame = function(frame){\n",
       "    this.current_frame = frame;\n",
       "    document.getElementById(this.img_id).src = this.frames[this.current_frame].src;\n",
       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
       "  }\n",
       "\n",
       "  Animation.prototype.next_frame = function()\n",
       "  {\n",
       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
       "  }\n",
       "\n",
       "  Animation.prototype.previous_frame = function()\n",
       "  {\n",
       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
       "  }\n",
       "\n",
       "  Animation.prototype.first_frame = function()\n",
       "  {\n",
       "    this.set_frame(0);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.last_frame = function()\n",
       "  {\n",
       "    this.set_frame(this.frames.length - 1);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.slower = function()\n",
       "  {\n",
       "    this.interval /= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.faster = function()\n",
       "  {\n",
       "    this.interval *= 0.7;\n",
       "    if(this.direction > 0){this.play_animation();}\n",
       "    else if(this.direction < 0){this.reverse_animation();}\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_forward = function()\n",
       "  {\n",
       "    this.current_frame += 1;\n",
       "    if(this.current_frame < this.frames.length){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.first_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.last_frame();\n",
       "        this.reverse_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.last_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.anim_step_reverse = function()\n",
       "  {\n",
       "    this.current_frame -= 1;\n",
       "    if(this.current_frame >= 0){\n",
       "      this.set_frame(this.current_frame);\n",
       "    }else{\n",
       "      var loop_state = this.get_loop_state();\n",
       "      if(loop_state == \"loop\"){\n",
       "        this.last_frame();\n",
       "      }else if(loop_state == \"reflect\"){\n",
       "        this.first_frame();\n",
       "        this.play_animation();\n",
       "      }else{\n",
       "        this.pause_animation();\n",
       "        this.first_frame();\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.pause_animation = function()\n",
       "  {\n",
       "    this.direction = 0;\n",
       "    if (this.timer){\n",
       "      clearInterval(this.timer);\n",
       "      this.timer = null;\n",
       "    }\n",
       "  }\n",
       "\n",
       "  Animation.prototype.play_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = 1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function(){t.anim_step_forward();}, this.interval);\n",
       "  }\n",
       "\n",
       "  Animation.prototype.reverse_animation = function()\n",
       "  {\n",
       "    this.pause_animation();\n",
       "    this.direction = -1;\n",
       "    var t = this;\n",
       "    if (!this.timer) this.timer = setInterval(function(){t.anim_step_reverse();}, this.interval);\n",
       "  }\n",
       "</script>\n",
       "\n",
       "<div class=\"animation\" align=\"center\">\n",
       "    <img id=\"_anim_imgQNAMVCLFKNSBXDEM\">\n",
       "    <br>\n",
       "    <input id=\"_anim_sliderQNAMVCLFKNSBXDEM\" type=\"range\" style=\"width:350px\" name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\" onchange=\"animQNAMVCLFKNSBXDEM.set_frame(parseInt(this.value));\"></input>\n",
       "    <br>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.slower()\">&#8211;</button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.first_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.previous_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAgyTCyQ6wAAANRJREFUKM9jYBjO4AiUfgzFGGAp4+yayUvX6jMwMDCsYmBgOCS4OAOrSYmMgcc8/pd5Q3irC+Neh/1AlmeBMVgZmP8yMLD8/c/cqv9r90whzv/MX7Eq/MfAwMDIwCuZdfSV8U8WDgZGRmYGrAoZGRgY/jO8b3sj/J2F6T8j4z80pzEhmIwMjAxsSbqqlkeZGP//Z8SlkJnhPwMjwx/Guoe1NhmRwk+YGH5jV8jOwMPHzcDBysAwh8FrxQwtPU99HrwBXsnAwMDAsJiBgYGBoZ1xmKYqALHhMpn1o7igAAAAAElFTkSuQmCC\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.reverse_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.pause_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAkR91DQ2AAAAKtJREFUKM9jYCANTEVib2K4jcRbzQihGWEC00JuNjN8Z2Q0Zo3VYWA4lL005venH9+c3ZK5IfIsMIXMBtc12Bj+MMgxMDAwMPzWe2TBzPCf4SLcZCYY4/9/RgZGBiaYFf8gljFhKiQERhUOeoX/Gf8y/GX4y/APmlj+Mfxj+MfwH64Qnnq0zr9fyfLrPzP3eQYGBobvk5x4GX4xMIij23gdib0cRWYHiVmAAQDK5ircshCbHQAAAABJRU5ErkJggg==\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.play_animation()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.next_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAQAAAAngNWGAAAAAXNSR0IArs4c6QAAAAJiS0dEAP+Hj8y/AAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH3QURCAkd/uac8wAAAMhJREFUKM9jYBie4DEUQ8B+fEq3+3UrMzAwMFxjYGBgYJizYubaOUxYFUaXh/6vWfRfEMIL/+//P5gZJoei4/f/7wxnY1PeNUXdE2RgYGZgYoCrY2BBVsjKwMDAwvCS4f3SG/dXxm5gYESSQ1HIwvCPgZmB8f8Pxv+Kxxb/YfiPJIdi9T8GJgaG/38ZFd4Fx0xUYsZt4h8GBgb2D2bLy7KnMTAwMEIxFoVCXIYr1IoDnkF4XAysqNIwUMDAwMDAsADKS2NkGL4AAIARMlfNIfZMAAAAAElFTkSuQmCC\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.last_frame()\"><img class=\"anim_icon\" src=\"data:image/png;base64,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\"></button>\n",
       "    <button onclick=\"animQNAMVCLFKNSBXDEM.faster()\">+</button>\n",
       "  <form action=\"#n\" name=\"_anim_loop_selectQNAMVCLFKNSBXDEM\" class=\"anim_control\">\n",
       "    <input type=\"radio\" name=\"state\" value=\"once\" > Once </input>\n",
       "    <input type=\"radio\" name=\"state\" value=\"loop\" checked> Loop </input>\n",
       "    <input type=\"radio\" name=\"state\" value=\"reflect\" > Reflect </input>\n",
       "  </form>\n",
       "</div>\n",
       "\n",
       "\n",
       "<script language=\"javascript\">\n",
       "  /* Instantiate the Animation class. */\n",
       "  /* The IDs given should match those used in the template above. */\n",
       "  (function() {\n",
       "    var img_id = \"_anim_imgQNAMVCLFKNSBXDEM\";\n",
       "    var slider_id = \"_anim_sliderQNAMVCLFKNSBXDEM\";\n",
       "    var loop_select_id = \"_anim_loop_selectQNAMVCLFKNSBXDEM\";\n",
       "    var frames = new Array(0);\n",
       "    \n",
       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAACWRJREFUeJzt3U2LXGUax+H7lKLTGrKwoxgjGDdxpRhGZzXSA7YLsSOKbgf8AC78FEJgNn4EmY0RDWl8W6RB1FkMGhVRCLqIZtFZaFAE02A0VbPQ7ulu09UvVlfV/5zrgib0S516NsUv93NOnWoGg8GgACBMb9ILAIC9EDAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAYMJ6fV6de+999bJkyfriy++mPRyIE4zGAwGk14EdFHTNEN/v7S0VI8++uiYVgN5BAymTK/Xq/Uvy5WVlZqZmZngimA62UKEKdPv92swGNSLL75YVVW33HLLttMadJEJDKbcTTfdVL/88ktVVXm5wv/dOOkFAMNdvXq1qqpefvnltUlMyMAEBlGeeuqpWlxcrCoRA+fAIMiZM2fqo48+qqqqe+65Z8KrgckygUEo24l0nQkMQr377rtVtf37yaCtTGAQ7MiRI3Xp0iVTGJ1kAoNgy8vLNT8/bwqjk0xg0AJN09Tx48frk08+mfRSYGwEDFrABR10kS1EaIGffvqpqqruuuuuCa8ExscEBi0xOztb33//ffX7fefE6AQBgxZpmqZmZmZqZWVl0kuBfSdg0CLOhdElzoHBEGlbcZ9//vmklwBjYwKDIZqmqWvXrlWvl/N/vaZpTGB0go9TgS08//zzVVV1xx131OXLl0dyzI9PnNjw/V/feGMkx4UuMoHBFtZvH47iZbI5XqtGHbGmaer06dP19NNPj/S4MG0EDK7jhx9+qNtuu23t+z/zMtkqXOuNMmKHDh2qgwcP1oULF0Z2TJhGORv7MEazs7Mbvn/hhRf2dJzN8XrozTc3fG31d3/G3Nxcff311yM7HkwrAYPr2DxxvfTSS7s+xiijtBvz8/MTeV4YNwGDLfT7/aqqeuWVV6qq6sMPP9zxYycVr6qqK1euTOy5YZxchQibLC0tbZjALly4UIPBoHq93lrUptnqB11C27mIA4ZomqaefPLJWlxc3PFj9jJ9jfoijgMHDtQ333wzsmPCNBIwGGK3t2aadLyqflvza6+9Vs8888xIjwvTRsBgiN0EbK/nvfYjYF7WdIGLOGCIo0eP7ujvpiVe0CUCBkO8sYPATFO8zp8/P/JjwrSyhQjbGLYlN03xqvJxKnSLCQy2MTs7WwcOHPjDz6ctXqvW3wIL2swEBttYfQ/Y+pfKNMbr7rvvruXl5er3+3GfYwZ7YQKDbazGYPXfaYzXyspKLS8v1+HDh8WLzjCBwQ7cfPPNdfXq1frP44/XX264YdeP3+9tQ+e+6CITGOzAzz//XFVVf3/nnV0/dlyXyj/wwANjeR6YFgIGO/DxiRN17ODBXT9uHPFaWFioqqrPPvts358LpoktRNjG+nNe//zggzr/44917vdoDDOOeB09erQuXrxo65BOMoHBEJsv2Pj3I49UVW34MMrrGUe8lpaW6uLFi/v+PDCtBAy2sNXVhv+4886q2jpi4zrn9dhjj1WVCzfoLgGD6xh2qfy/Hnqo/vvEE1VV9be33trwu3HE69y5c9U0Td1+++3iRacJGGyyk/d53dg0dW5hofqDwdokNo54Pfvss/Xwww9XVdW33367788H00zAYJ3dvkl5/vDhqvptO/H999/fjyWtOXXqVL3++utVZdsQqqpunPQCYFrs5Q4bZy9dqqqqubm5mpubq6qqTz/9tB588MGRrWv1TdRVwgXrmcCg9n57qFXvvffeWlyOHz9eTdPUtWvX/tQxT548WU3TiBdswfvA6LxR39vwvvvuq6+++mrt+0OHDtV333234+NuvnHwyspKzczM7GmN0GYmMDptP27M++WXX9ZgMKhjx45VVdXly5eraZoNX71er2699dY//Hz9Z48tLi7WYDAQL9iCCYzOGvdd5a9cuVJvv/12vfrqq3X27Nn69ddf68iRI/Xcc8/VwsJC3X///Xs6LnSVgNFJ0/iRKMDu2EKkc8QL2kHA6BTxgvYQMDpDvKBdBIxOEC9oHwGj9cQL2knAaDXxgvYSMFpLvKDdBIxWEi9oPwGD34kXZBEwKPGCRAJG54kXZHIvRFpru/NgwgXZTGC0lkBBuwkYrbZVxMQN8tlCBCCSCQyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkf4H+7Q7s8KbFaYAAAAASUVORK5CYII=\"\n",
       "  frames[1] = \"data:image/png;base64,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\"\n",
       "  frames[2] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAB6ZJREFUeJzt3TFrVWccx/H/uY0BDREUFwc3wazSIr6IdHMRBxdfhegmuLp2cJEuCkKhFnwFOmgdut3i1F3IECNByenQapNqkntOknvuL/fzASHx3uQ+S/jm/zzn3DRt27YFAGFGQy8AAPoQMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMjsjdu3eraZqv/j1//nzopcGxsDD0AuC4uXXrVj18+LCqqk6ePFnj8bguXLgw8Krg+DGBwSFZXl6upmlqaWmp2rattm1rY2NDvOCImMDgEDRNU1VVbdsOvBKYHyYwOICtrS3xgoE0rZ866K1pGuGCgZjAoCfxgmEJGPTwedsQGI6AQUc3btyoKmdeMDRnYNCRrUOYDSYw6OD9+/d19uzZoZcBlAkMOjF9wewwgcGENjY2hl4CsI0JDCY0Go2+vEUUMDxvJQUTatu2Xrx4caDv8fuPP+74/Ptff+29FpfyM+9MYDChg55//T9en/WJ2Gg0qs3NzTpx4kTv9UA6Z2AwBbvFa7/HvmVra6vatq3FxcWDLguimcBgQn0nsO2B+uHZsx2PvV5d/fLxpJPY9q1DP77MMxMYHKGu01VX165dO9LvD7NMwOCIHEW8FhYW6t69e3X69Olq27aePn166K8BKVyFCEE+ffpUVVV37typKluIzDcBgynafua1Xd/L6WGe2UKEI9Bl+1C8oB8Bgw5evXq173OO+sIN4B8CBhNqmqauXLmy53O6xqvP9HXz5s3OXwPHkYDBhD58+DD0Eqqq6tGjR3Xp0qWhlwGDcyMzdLDXzczTmL7G43GtrKy4+hDKBAadrK+v17lz5776/2nEq6pqZWWlrl692utr4bgRMOhgaWmp3r17N+gaXr58Oejrw6wQMOjo+vXrO96PcFrTl78GDTs5A4MePgdstxuTd9M3XmfOnKm1tTUBg21MYNDDNENy//79Wltbq48fP07tNSGBgEFPr1dXv/rzKHvpM309efKkbt++XY8fP66FBe/8BtvZQoQePp97bbVtXfntt6raezuxT7yWl5drfX3dtiHswgQGBzBqmi/h6jKN7adpGvGCfQgYdPStqw5fr67Wye++qx+ePauf/vxzx2Ndpq/xePzlAhHxgr3ZQoQOJrlk/t4ff9Qvf/1VVVWnTp2qt2/f1vnz57/53LZtazT67/fIxcXF2tzcPJzFwjEnYNBBl3u+fr54sR48eDDRc9+8eVOXL1/uuyyYSwIGE5rWDcvAZJyBwQTEC2aPgAEQScBgH6YvmE0CBodIvGB6BAz20HX6AqZHwGAXtg5htgkYfIN4wewTMDgg8YJhCBj8j3MvyCBgcACmLxiOgME2pi/IIWDwLxduQBYBgx7EC4YnYFC2DiGRgDH3bB1CJgFjrpm8IJeAQQemL5gdAsbcsnUI2QQMJiBeMHsEjLnk7AvyCRjsw/QFs0nAYA/iBbNLwACIJGCwC9MXzDYBYy7tFyfxgtknYMyt3SIlXpChadu2HXoRANCVCQyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQKS/AfC3bvxzc8OEAAAAAElFTkSuQmCC\"\n",
       "  frames[3] = \"data:image/png;base64,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\"\n",
       "  frames[4] = \"data:image/png;base64,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\"\n",
       "  frames[5] = \"data:image/png;base64,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\"\n",
       "  frames[6] = \"data:image/png;base64,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\"\n",
       "  frames[7] = \"data:image/png;base64,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\"\n",
       "  frames[8] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAB4dJREFUeJzt3c9qVHcfx/HvTzpGBb0FoeAVVBcFSRdu25ULL6VeQV24sDfxIIi7hq5E0Cz7PG6KXUnXbgTBxMioOV3I5M/TNsk5GZ35zHm9IBBNJvPbDG++v3PmN63ruq4AIMyZRS8AAIYQMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBp/R+vp6tdYOfd29e3fRy4KV8NWiFwCrprVWVVWTyaSm0+mCVwOrS8Bgjmbx2t3d3fse+DxsIcIcPH36tFpr9fr16+q6TrzgCzCBwSnNYtV13YJXAuNiAoNTEC9YHAGDgXZ2dqpKvGBRWufVB4O01sQLFsgEBgO01ur+/fuLXgaMmgkMerpx40Y9fvzY9AULJmDQU2ut3r59W+fPn1/0UmDUBAx6cu0LloNrYNDD5uZmvXr1atHLAMoEBr2cdvr63w8/HPr3N7/8MujvvH//viaTyeB1wCowgcEX8v/x+rf/O87a2lqdPXt2HkuCaCYw6GHoBHZcqPpMYk7/gE8EDHoYErCD8bq6sXHoZ//9/vu9708SsUuXLtWbN2+qSsDAFiIsiZNsJ87iVVW1tbX1OZcDS0/AYIkcF7Hbt2/vvf/s4sWLX2JJsLQEDEI8e/as7ty5Uzs7O3X58mVbiIyea2DQw+e6ieOg466Ftdbq4cOHdfPmzd7rgFUiYNDDad4HNq+IOQkEPrGFCEtoyPvDYGwEDHrY3Nys7e3tQY/te+rGP0XM6Ruw76tFLwCSXL9+faFbeB8+fKiXL18u5Llh2bgGBj211urdu3e1trY26PF9twcPTm6uf8E+W4jQ0/r6ep07d27w44ce4HvlypX6+PHj4OeFVSNg0NOTJ0+qqurBgwdf5PlmE9uLFy/qzBkvWZjxaoABuq6rW7duDX583ymstVbPnz8f/HywigQMBtre3t47GX6Ik0bs6sZGtara+fHHwc8Fq0jAYKALFy5UVZ0qYseZnV7/24FT64FPBAxOYXZH4NCIHTWF/fzHH1V1+CNXgH0CBqfUdV09evSoWmuD3+R80E+//15XNzbqP3/++bd4OaED9nkfGMzR0E9LnoXp219/rfe7u/Xgu+/q6yM+LmXorfiwSgQM5mwWsclkUtPp9Njf39raOvTZXifdMhQxxs4WIsxZ13XVdV1Np9O6du1atdaO/Lp3797eY1zvgpMzgcESOc0xUzA2JjBYIvM4sR7GQsAgnIgxVgIGS8a2IJyMgMESEjE4noDBCrCNyBgJGCwpN3TA0QQMlpiIwb8TMAAiCRgsOVMY/DMBgwDuSoS/EzAI0SdipjDGQMBgRYkYq07AIIjrYbBPwACIJGAQxhQGnwgYBHJXIggYjIIpjFUkYBDKViJjJ2AQTMQYMwEDIJKAQTg3dDBWAgYjYxuRVSFgsAJMYYyRgMGKEDHGRsAAiNS6rusWvQhgvo66zmVSY1WYwGBExItVYgIDIJIJDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZApL8ARhdx0sLN5ioAAAAASUVORK5CYII=\"\n",
       "  frames[9] = \"data:image/png;base64,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\"\n",
       "  frames[10] = \"data:image/png;base64,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\"\n",
       "  frames[11] = \"data:image/png;base64,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\"\n",
       "  frames[12] = \"data:image/png;base64,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\"\n",
       "  frames[13] = \"data:image/png;base64,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\"\n",
       "  frames[14] = \"data:image/png;base64,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\"\n",
       "  frames[15] = \"data:image/png;base64,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\"\n",
       "  frames[16] = \"data:image/png;base64,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\"\n",
       "  frames[17] = \"data:image/png;base64,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\"\n",
       "  frames[18] = \"data:image/png;base64,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\"\n",
       "  frames[19] = \"data:image/png;base64,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\"\n",
       "  frames[20] = \"data:image/png;base64,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\"\n",
       "  frames[21] = \"data:image/png;base64,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\"\n",
       "  frames[22] = \"data:image/png;base64,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\"\n",
       "  frames[23] = \"data:image/png;base64,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\"\n",
       "  frames[24] = \"data:image/png;base64,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\"\n",
       "  frames[25] = \"data:image/png;base64,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\"\n",
       "  frames[26] = \"data:image/png;base64,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\"\n",
       "  frames[27] = \"data:image/png;base64,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\"\n",
       "  frames[28] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAACGFJREFUeJzt3TtoVWsax+F3TyLxCMEgnGIQSaUgXhrFQk8KtfVgGbA3zbQzhTaWIkwlTCEWw3SKndoKFip4qxQ5qJXo4aggGJBoollTzEkmEY17b2N2/tnPA4Fc9uVrwo93rW+v1WqapikACPOXXi8AALohYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjDogWvXrlWr1Zr/unz5cq+XBHEEDHpgZGSkhoeHa/369VVVdfTo0fmYPX/+vMergwwCBj2wZ8+empycrKmpqWqaZv5r//79tWXLlmq1WnXs2LFeLxNWNQGDVeTmzZvzMbtz5061Wq06e/Zsr5cFq1KraZqm14sAvuzAgQN169atqqryrwqLCRgEaLVaVSVisJBDiBCgaZo6fPjwfMgAExhEMYnB/5nAIMj09HRVVb169arHK4HeM4FBmKGhoZqenjaF0fdMYBDmw4cPVVX1/v37Hq8Eemuw1wsAOtc0TbVaLVMYfc0EBkAkAYNgttXTzwQMQn38+LHXS4Cecg4MOvD27dvauHFj18+//+uvi37ec+VK1681MDBQVVWvX7+un3/+uevXgVQmMOjAyMhI3b17t6vnfh6vr/2uU4cOHfru14BEPgcGHej2ShjfClW3k9iuXbvq4cOHdiPSlwQM2jQ6OlrPnj2rqs4CtjBee69eXfS3e0eOzH/fTcTOnz9fExMTAkZfcggR2jQXr6r2d/8txyHCpezevfuHvj6sZgIGbbhy5UoNDw/X5s2b2552fnS8quxEpL8JGLTh6dOnNTk5WaOjozUzM1NN09Tx48e/+viViFdV1YMHD1bkfWA1cg4MOnD//v369OlT7du37+uP6SJe3W7i2LFjRz169Mg5MPqSgEGHlroG4UrGa24tO3fuNInRlxxChHDXrl3r9RKgJ0xg0KGvTWArPX3Nzs7WwMCAw4f0LRMYdOHcuXOLfl7peFVVDQ66Ehz9zQQGHXry5Elt27ZtfvLpRbyqlj4XB/1AwKALrVarxsfH6x/v3nX83OWI19wa/PvSzxxChC5MTEzUxYsXO37ecsbrXRfxhLVEwKALE7//XlVV/376tO3nLFe8hoaGqqpqw4YNy/J6kErAoENz57zuHTlS//rttxV979nZ2Zqenq5Xr16t6PvCaiRg8J0+v8L8lyzX9DV3E0s3sAQBg458vuNw7nYoS0VsueI1NjZWVZ3fiwzWKrsQoU1LbZf/+717df2PPxbd36tqeTdtVIkXLGQCgzZ867Ne/9y7t/7zyy+19+rVuv36dVUtT7wOHjwoXvAVAgbLZMfISP31p5/qb7dvt3Ve7Fu2b99e169frzNnzogXfIFDiLCE77nKxsK7Ns/MzLR16aexsbG6ceNGVVWNj4/XhQsXOn5/6BcCBl+xHJeIOn36dJ08eXLR79atW1ebNm2qwcHBevPmTU1NTS36++PHj2vr1q2dLxj6jEOI8AOdOHGimqappmnq1KlTVfW/aezly5f14sWL+XhdunRp/nHiBe0xgcEX9OoCvUD7TGDwGfGCDAIGC4gX5BAw+JN4QRYBgxIvSCRgAEQSMPqe6QsyffvSALBGdROuKvGC1cIEBh0QL1g9BIy+5LAh5BMw+o54wdogYPQV8YK1Q8AAiCRg9A3TF6wtttHTFzqNl3DB6mcCY83r9vNewOomYPAZ0xdkEDBYQLwgh4DBn8QLsggYAJEEDMr0BYlaTdM0vV4ErIQv7UYULsglYABEcggRgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABE+i/axdsjdjM2sQAAAABJRU5ErkJggg==\"\n",
       "  frames[29] = \"data:image/png;base64,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\"\n",
       "  frames[30] = \"data:image/png;base64,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\"\n",
       "  frames[31] = \"data:image/png;base64,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\"\n",
       "  frames[32] = \"data:image/png;base64,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\"\n",
       "  frames[33] = \"data:image/png;base64,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\"\n",
       "  frames[34] = \"data:image/png;base64,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\"\n",
       "  frames[35] = \"data:image/png;base64,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\"\n",
       "  frames[36] = \"data:image/png;base64,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\"\n",
       "  frames[37] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABWBJREFUeJzt3MtRG0EARVHhHIjEbJwDihbl4I2JhCCGjVWFMR+NNOqZqzqnyhvY9O7W62lzN03TtAOAmB9rHwAAziFgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRg8IHn/X73vN+vfQzgC3fTNE1rHwK24Ktg/Xx6GngS4BQWGJzAGoPtETDYCRQUCRicSORgWwQMZhAx2A4BAyBJwGDnlSEUCRjM5BoRtkHA4AwiBusTMPjLNSK0CBicyQqDdQkYvGGFQYeAwTtzImaFwXoEDIAkAYMPWGGwfQIGQJKAwSesMNg2AYOFiBiMJWDwBc/qYbsEDIAkAYNv+BYG2yRgsDARgzEEDE7gWxhsj4DBFVhhcH0CBieywmBbBAxm8KADtkPAAEgSMLgiKwyuR8BgJt/CYBsEDM7gWxisT8AASBIwOJMVBusSMACSBAwGscJgWQIGF5j7IlHEYDkCBhfyrB7WIWAwmBUGyxAwWIAVBuMJGCxExGAsAYMVuEaEywkYrETE4DICBgtyjQjjCBgszJ+YgjEEDIAkAYMr+GyFPRwOg08Ct0vAYKA/j4///cw1IpxHwGCA4/J6OBz++XckYjCfgMGVvL1G/Gh5Hf1+eRlxHLg5AgZXdMqLxF/39wNOArdHwGAAjzdgeXfTNE1rHwJu3XffuPwHaJjPAoMBjoF6+5jj/e+AeSwwGOj9EhMvOJ+AAZDkChGAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEh6BZtngqHbPvuNAAAAAElFTkSuQmCC\"\n",
       "  frames[38] = \"data:image/png;base64,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\"\n",
       "  frames[39] = \"data:image/png;base64,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\"\n",
       "  frames[40] = \"data:image/png;base64,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\"\n",
       "  frames[41] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABP1JREFUeJzt3EEyQ0EUQNFQdsQyWC3LYE3fwEhRSOf3b5dzZsmoZ7e630uutm3bTgAQc736AAAwQsAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMg6Wb1AaDs5eHhw3e3j48LTgL/jxsYDPosXl99D+xLwGDAd5ESMZhPwABIEjA4k9sV/A4CBpMIHcwlYHAmW4bwOwgYAEkCBkCSgMGAnz4jmoPBPAIGQJKAAZAkYDCZZ0SYQ8BgkHV6WEvAAEgSMACSBAwOYA4G+xMwAJIEDIAkAYML2ESEdQQMgCQBAyBJwOBC/tgX1hAwAJIEDIAkAYMDeUaE/QgY7MA6PRxPwABIEjAAkgQMdmKdHo4lYAAkCRgASQIGQJKAAZAkYLCARQ64nIDBjvygGY4jYAAkCRgASQIGi5iDwWUEDHZmDgbHEDAAkgQMgCQBg4XMwWCcgMEE5mAwn4ABkCRgACQJGABJAgaLWeSAMQIGk1jkgLkEDIAkAQMg6Wb1AeA/uXt6evf5+f7+dDq9zcE8OcJ53MBgIlGCeQQMgCQBAyDpatu2bfUh4K/77rdenhrhfG5gcICvAiVeMEbA4CCfhUq8YJwnRACS3MAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDICkV81rSjaxixC4AAAAAElFTkSuQmCC\"\n",
       "  frames[42] = \"data:image/png;base64,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\"\n",
       "  frames[43] = \"data:image/png;base64,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\"\n",
       "  frames[44] = \"data:image/png;base64,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\"\n",
       "  frames[45] = \"data:image/png;base64,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\"\n",
       "  frames[46] = \"data:image/png;base64,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\"\n",
       "  frames[47] = \"data:image/png;base64,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\"\n",
       "  frames[48] = \"data:image/png;base64,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\"\n",
       "  frames[49] = \"data:image/png;base64,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\"\n",
       "  frames[50] = \"data:image/png;base64,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\"\n",
       "  frames[51] = \"data:image/png;base64,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\"\n",
       "  frames[52] = \"data:image/png;base64,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\"\n",
       "  frames[53] = \"data:image/png;base64,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\"\n",
       "  frames[54] = \"data:image/png;base64,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\"\n",
       "  frames[55] = \"data:image/png;base64,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\"\n",
       "  frames[56] = \"data:image/png;base64,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\"\n",
       "  frames[57] = \"data:image/png;base64,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\"\n",
       "  frames[58] = \"data:image/png;base64,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\"\n",
       "  frames[59] = \"data:image/png;base64,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\"\n",
       "  frames[60] = \"data:image/png;base64,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\"\n",
       "  frames[61] = \"data:image/png;base64,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\"\n",
       "  frames[62] = \"data:image/png;base64,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\"\n",
       "  frames[63] = \"data:image/png;base64,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\"\n",
       "  frames[64] = \"data:image/png;base64,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\"\n",
       "  frames[65] = \"data:image/png;base64,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\"\n",
       "  frames[66] = \"data:image/png;base64,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\"\n",
       "  frames[67] = \"data:image/png;base64,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\"\n",
       "  frames[68] = \"data:image/png;base64,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\"\n",
       "  frames[69] = \"data:image/png;base64,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\"\n",
       "  frames[70] = \"data:image/png;base64,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\"\n",
       "  frames[71] = \"data:image/png;base64,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\"\n",
       "  frames[72] = \"data:image/png;base64,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\"\n",
       "  frames[73] = \"data:image/png;base64,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\"\n",
       "  frames[74] = \"data:image/png;base64,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\"\n",
       "  frames[75] = \"data:image/png;base64,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\"\n",
       "  frames[76] = \"data:image/png;base64,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\"\n",
       "  frames[77] = \"data:image/png;base64,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\"\n",
       "  frames[78] = \"data:image/png;base64,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\"\n",
       "  frames[79] = \"data:image/png;base64,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\"\n",
       "  frames[80] = \"data:image/png;base64,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\"\n",
       "  frames[81] = \"data:image/png;base64,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\"\n",
       "  frames[82] = \"data:image/png;base64,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\"\n",
       "  frames[83] = \"data:image/png;base64,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\"\n",
       "  frames[84] = \"data:image/png;base64,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\"\n",
       "  frames[85] = \"data:image/png;base64,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\"\n",
       "  frames[86] = \"data:image/png;base64,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\"\n",
       "  frames[87] = \"data:image/png;base64,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\"\n",
       "  frames[88] = \"data:image/png;base64,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\"\n",
       "  frames[89] = \"data:image/png;base64,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\"\n",
       "  frames[90] = \"data:image/png;base64,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\"\n",
       "  frames[91] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABzZJREFUeJzt3b9rVFkYx+H3BtE0UbDSxlpQMOiCFoJNGiUhwcJWG/8BS7FTqwXttLG1WKxkxE7RwkJYEUzAVqzsRGyMoHeLbER31zUzmZk73+R5uoTMPW8zfHLOnR9N27ZtAUCYqa4HAIBBCBgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGDQgRcLC/ViYaHrMSBa07Zt2/UQsF38LFrHer0xTwL57MBgTP5vx2U3Bv0TMAAiCRiMwUZ2WHZh0B8BAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBgwlxrNfregSIImAARBIwACIJGACRBAyASAIGQCQBgxF7sbDQ9QiwJQkYAJEEDIBIO7oeALaj31dW6o83b378ZdPU7OxsvXz5spOZIE3Ttm3b9RCwlW30HtiOa9dqdna2qqoePnxYp0+fHuVYEM8ODCbEkSNHqm3bun//fp05c6aqqvx/CT/nHhhMmMXFxWrbttq2raZp6tatW12PBBPJDgwm2NevX2tqaqqWl5fr9u3bXY8DE0XAYII1TfNtJ3b+/Pk6ceJE1yPBxBAwCPDp06eanp52Twy+4x4YBNi1a9e3nRiwRsAgjF0YrBEwCDI/P19TU562UCVgEKXX61VV+bQOKAGDOFevXq2jR492PQZ0TsAgzJUrV7oeASaCgMEA9u7dW3fu3Ol6DNjWBAwG8P79+7p48WLXY8C25o3M0Kd79+4N/NjfHjz44ec/5+cHus7x48cHngG2Cjsw6NO5c+e6HqEuXLjQ9QjQOQGDPh08eLCq1nZBXX0yxufPnztZFyaJgEGfXr9+XQcOHKjnz5939qkYd+/e7WRdmCS+kRkGcPPmzbp06dKGA/arb2U+9vcblDdq/VPqYTsTMBhQvxH5WcT6jdcga8NW5AgRxuS/QjVIvIA1XkYPYzSMYN24cWMIk0A+R4iwCe/evat9+/aNdc2maWp5ebkOHz481nVh0jhChE3Yv3//WNc7e/ZsVZV4QdmBwaY0TVM7d+6s1dXVsa335csX3wkG5R4YbErbtmN/M7N4wRrPBNik9Yi9fft2ZGusrq566Tz8gx0YDMGHDx9qz549IwvM9PR0PXnyZCTXhlR2YDAEu3fvrsePHw/9OHF9d7e0tFSnTp0a6rUhnRdxwBCtB2xYT6umaer69et1+fLloVwPthJHiDBE6+HaTMgePXpUc3NzAz8etgtHiDAC34esaZp6+vTpLx/z6tWrapqm5ubmqtfriRf8giNEGLGTJ0/Ws2fPfvjdzMxMffz48V9/e+jQoVpZWRnXaBBNwACI5AgRgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIgkYAJEEDIBIAgZAJAEDIJKAARBJwACIJGAARBIwACIJGACRBAyASAIGQCQBAyCSgAEQScAAiCRgAEQSMAAiCRgAkQQMgEgCBkAkAQMgkoABEEnAAIgkYABEEjAAIv0FZKQFTVSIQGgAAAAASUVORK5CYII=\"\n",
       "  frames[92] = \"data:image/png;base64,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\"\n",
       "  frames[93] = \"data:image/png;base64,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\"\n",
       "  frames[94] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABbhJREFUeJzt3TtOJGcUgNEqYzQZAQEBQmIRzDKmN0JGQExO6K3AMiCeGIloJpwICakc2ZZl3q6m+Jpzsn7qZh/3r1YxTtM0DQAQ89vSAwDAWwgYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgMECrler4Xq1WnoMSBunaZqWHgI+i8eidXRx8c6TQJ8NDN7JUxuXbQxeT8AASBIweAcv2bBsYfA6AgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgYfxNHFxdIjQIqAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRis2fVqtfQIsJEEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDNbs6+Xl8Mf370uPARvn96UHgE01juNwfHw8XH37tvQosJEEDNbgx48fwzRNwzD4dyqwLgIGMxvH8e94AevjGhjMbH9/f+kR4FOwgcGMbF/wfmxgMKOtra2lR4BPQ8BgRvf397N91/b29mzfBZvIESK8o6+Xl/96/NRP7OeMIWwiGxh8QOM4Lj0CfHgCBh+QH4LA8wQMPqjd3d2lR4APbZz8qQdr99zdOI4uLt5pEtgcNjCY0c7OzoPPPxWoh15zDQyeJ2Awo1+/fj362kOheixsj4UQ+IcjRJjZwcHBcHt7++bPu5sHvIyAwcz+b4Du7u6GL1++zDgRbCZHiDCzaZqGm5ubV3/u6upqGMdRvOCFBAzW4PDwcBjHcTg5OXnR+8dxHM7Ozhwdwiu4lRSsyV8xGsdxOD09Hc7Pz//znp8/fw57e3vCBW/gGhgASY4QAUgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACS/gQanHuda6lMAwAAAABJRU5ErkJggg==\"\n",
       "  frames[95] = \"data:image/png;base64,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\"\n",
       "  frames[96] = \"data:image/png;base64,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\"\n",
       "  frames[97] = \"data:image/png;base64,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\"\n",
       "  frames[98] = \"data:image/png;base64,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\"\n",
       "  frames[99] = \"data:image/png;base64,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\"\n",
       "  frames[100] = \"data:image/png;base64,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\"\n",
       "  frames[101] = \"data:image/png;base64,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\"\n",
       "  frames[102] = \"data:image/png;base64,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\"\n",
       "  frames[103] = \"data:image/png;base64,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\"\n",
       "  frames[104] = \"data:image/png;base64,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\"\n",
       "  frames[105] = \"data:image/png;base64,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\"\n",
       "  frames[106] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABVpJREFUeJzt3MFNG1EARdExMiUgpQ+yTwMxLbGhIpwGsg99IEEHIH42ASEEQaCMx9c5ZwVmFm93/WdGrMYYYwKAmKOlBwDAZwgYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkDSeukB8D+62myefj7dbhdcAl2rMcZYegT8L56H6zkRg49zCxF25K14vfc34HUCBntCxOBjBAx2QJzg3xMwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIw2BOn2+3SEyBFwABIEjAAkgQMgCQBAyBJwGBmV5vN0hPgIAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBjvw9cePpSfAwREwmNnP6+vp1/fvS8+AgyNgMKPz8/Pp25cvS8+Ag7ReegAcqtVqNY0x/DNfmIkTGMxkjLH0BDhoTmCwQy9f5nj5bOzk5GS6ubnZ5STIcgKDPXJ7e7v0BMgQMNgT2+126QmQImCwJzZe9oAPWQ1PmmF2772JePrn9LVer6f7+/tdTII8AYOZPL5G/+itiD3G6+X1wN+5hQgzGWNMFxcXT7+fvvKM6/ln4gUf4wQGM7u8vJzOzs7+es3d3d10fHy8o0VwGAQMduCt24MPDw/T0ZEbIfAZAgZAkq9+ACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACT9BpvHbR0xqPQgAAAAAElFTkSuQmCC\"\n",
       "  frames[107] = \"data:image/png;base64,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\"\n",
       "  frames[108] = \"data:image/png;base64,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\"\n",
       "  frames[109] = \"data:image/png;base64,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\"\n",
       "  frames[110] = \"data:image/png;base64,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\"\n",
       "  frames[111] = \"data:image/png;base64,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\"\n",
       "  frames[112] = \"data:image/png;base64,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\"\n",
       "  frames[113] = \"data:image/png;base64,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\"\n",
       "  frames[114] = \"data:image/png;base64,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\"\n",
       "  frames[115] = \"data:image/png;base64,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\"\n",
       "  frames[116] = \"data:image/png;base64,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\"\n",
       "  frames[117] = \"data:image/png;base64,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\"\n",
       "  frames[118] = \"data:image/png;base64,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\"\n",
       "  frames[119] = \"data:image/png;base64,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\"\n",
       "  frames[120] = \"data:image/png;base64,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\"\n",
       "  frames[121] = \"data:image/png;base64,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\"\n",
       "  frames[122] = \"data:image/png;base64,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\"\n",
       "  frames[123] = \"data:image/png;base64,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\"\n",
       "  frames[124] = \"data:image/png;base64,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\"\n",
       "  frames[125] = \"data:image/png;base64,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\"\n",
       "  frames[126] = \"data:image/png;base64,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\"\n",
       "  frames[127] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABY5JREFUeJzt3TFOG1EUQNGZKAUlokPUrAAKFhF2xm5gERTJClgCoqClmVQQYkEwwWbmmnOqsUeyXnf1/x/b4zRN0wAAMd/mHgAA/oeAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkfZ97APiKfp2fP12fXF7OOAl0jdM0TXMPAV/F83A9J2LwfrYQYQFeCxvwOgGDT/JWpEQM3kfAYEFEDNYnYAAkCRgASQIGQJKAAZAkYAAkCRgsiC80w/oEDIAkAQMgScAASBIw+AR+YQM2T8AASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScBgIU4uL+ceAVIEDIAkAQMgScBgy36dn889AuwkAQMgScAASBIwAJK+zz0AfEWnV1dP1z9//JhxEugSMJjBarROr66GaaZZoMoWIizAY9DGcZx5EugQMFiQabIOg3UJGCyMVRisR8BgYe7u7uYeARIEDBbm4ODAKgzW4ClE2IJxHF88z3r++PwweIQePsIKDDbs7Ozsw59xdHS0gUlgtwkYbNj19fWHP+Ph4WEDk8BuEzBYoNvb27lHgMUbJ188gY1bPQN76y9VVv+N+bUzNOAPKzDYgtX4rAbqX/fu7+/FC9YgYLAlh4eHf71+KWIvvbe/v7+1mWCX2EKELTk+Ph5ubm7mHgN2loDBFr33LMvZF6zPFiJs0WOM3vpljcf74gXrEzD4BNM0DRcXF8M4jsM4jsPe3t7T9eN94H1sIQKQZAUGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAk/QZT43ibUSZi5gAAAABJRU5ErkJggg==\"\n",
       "  frames[128] = \"data:image/png;base64,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\"\n",
       "  frames[129] = \"data:image/png;base64,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\"\n",
       "  frames[130] = \"data:image/png;base64,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\"\n",
       "  frames[131] = \"data:image/png;base64,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\"\n",
       "  frames[132] = \"data:image/png;base64,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\"\n",
       "  frames[133] = \"data:image/png;base64,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\"\n",
       "  frames[134] = \"data:image/png;base64,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\"\n",
       "  frames[135] = \"data:image/png;base64,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\"\n",
       "  frames[136] = \"data:image/png;base64,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\"\n",
       "  frames[137] = \"data:image/png;base64,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\"\n",
       "  frames[138] = \"data:image/png;base64,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\"\n",
       "  frames[139] = \"data:image/png;base64,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\"\n",
       "  frames[140] = \"data:image/png;base64,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\"\n",
       "  frames[141] = \"data:image/png;base64,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\"\n",
       "  frames[142] = \"data:image/png;base64,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\"\n",
       "  frames[143] = \"data:image/png;base64,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\"\n",
       "  frames[144] = \"data:image/png;base64,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\"\n",
       "  frames[145] = \"data:image/png;base64,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\"\n",
       "  frames[146] = \"data:image/png;base64,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\"\n",
       "  frames[147] = \"data:image/png;base64,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\"\n",
       "  frames[148] = \"data:image/png;base64,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\"\n",
       "  frames[149] = \"data:image/png;base64,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\"\n",
       "  frames[150] = \"data:image/png;base64,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\"\n",
       "  frames[151] = \"data:image/png;base64,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\"\n",
       "  frames[152] = \"data:image/png;base64,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\"\n",
       "  frames[153] = \"data:image/png;base64,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\"\n",
       "  frames[154] = \"data:image/png;base64,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\"\n",
       "  frames[155] = \"data:image/png;base64,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\"\n",
       "  frames[156] = \"data:image/png;base64,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\"\n",
       "  frames[157] = \"data:image/png;base64,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\"\n",
       "  frames[158] = \"data:image/png;base64,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\"\n",
       "  frames[159] = \"data:image/png;base64,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\"\n",
       "  frames[160] = \"data:image/png;base64,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\"\n",
       "  frames[161] = \"data:image/png;base64,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\"\n",
       "  frames[162] = \"data:image/png;base64,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\"\n",
       "  frames[163] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABZNJREFUeJzt3DFOHEkYgNHulWNyDsAJ2Eus5BF3ZRz6COYExETOCJCzcgTySgww0DM9n3kvGqmSP/tU1VUzjzHGBAAx/6w9AAC8h4ABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACR9WXsA+IxuNpun35fb7YqTQNc8xhhrDwGfxZ/h+pOIwf4cIcKR7IrXa2vA8wQMToSIwX4EDI5AnGB5AgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgYn4nK7XXsESBEwAJIEDIAkAQMgScAASBIwOLCbzWbtEeCvJGAAJAkYAEkCBkCSgAGQ9GXtAeCz+O/79+nnr1/TNE3Tj69fV54G+gQMDuzfb9+maRItWJqAwYHM8zyNMYQLDsQ3MDiAx3gBhyNgsDDxguMQMFiQeMHxCBgsSLzgeAQMFjLP89ojwKciYAAkCRgs4Pr62vEhHJl3YLCAq6urNwXs8VHzo9feiLkUArvZgcGJ8k0NXiZgcKLGGNMYYzo7O1t7FDhJAgYn7v7+fu0R4CTNwwE7fNh2u502m83O9ZsX1qZpmi6326VHgr+egMFCXrtwsStiu+LlAge8zBEiHMlzobLzgvezA4MTdHFxMd3e3q49Bpw0AYMFLXXs5/gQXucIERY0xvjw+y3xgrcRMFjYRyImXvB2AgYH8J6IiRfsR8DgQB5jNM/zszF7eHj435p4wX4EDA7s8S+hzs/Pn4I1z/N0d3f3tAbszy1EAJLswABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyDpN1foozO909eXAAAAAElFTkSuQmCC\"\n",
       "  frames[164] = \"data:image/png;base64,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\"\n",
       "  frames[165] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABkxJREFUeJzt3TtuFFkYgNGqgcAJshNSMlaAAyQ0O7A3wEZYBiJjG8gQEJASwR7AEQEgQAQ4oSYyjwE/u7rbn31O5Eep9SetT/d29a1xmqZpAICYf9Y9AACch4ABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACRdX/cAcBW93t398fOdvb01TgJd4zRN07qHgKvk13j9SsjgbGwhwgodFa+T/gf8ScBgRQQK5iVgcIGIHJyegAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYXCBOpIfTEzAAkgQMgCQBgxVwyjzMT8AASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJKur3sAuOy2traGz58///a3Vzs7f1x3Z29vVSPBpSBgsCTjOA7DMAwPHz4c/n3xYs3TwOUjYLAE4zgO379//xGx1wIGs/MZGMzo06dPwziOwzRNP+O1u7vmqeByEjCYycHBwfDkyZNhmqZ1jwJXgi1EmMnGxoZ4wQpZgcEMDrcNgdURMFjQOI7D27dv1z0GXDkCBjO4devWukeAK0fAYAHPnj0bbt++ve4x4EpyEwcsYGdnx2dfsCZWYHDB3bt378d3yoCfrMBghbafPv3t97+difh/L1++XNY4kGYFBhH3799f9whwoQgYXGC/fr/MSgx+J2BwgU3TNHz48GG4e/fu8ObNm3WPAxfKOLmFCs7ttCdwnHSg73HPArt27drw8ePHYXNz88zzwWUmYLCAsxwhdVTETnqQpWOq4O9sIcICnj9/Pmxvb5/q2r+FylOY4fyswGBBy1whbWxsDO/evRu2traW8vpQZgUGM9jf31/K6x4cHIgXHMEXmWFBh09fnnsV9uDBA599wTFsIcJM5o6YmzfgeLYQYSbfvn0bHj9+PMtriReczAoMZvT+/fvh5s2b547P169fhxs3bogXnIKAwRKcZwV1eOK8tyScji1EWILDGzvGcRwePXp07LWH1+3v74sXnIEVGCzZ5ubm8OXLlyP/7y0I5yNgACTZQgQgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASPoP26nZvInVc6wAAAAASUVORK5CYII=\"\n",
       "  frames[166] = \"data:image/png;base64,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\"\n",
       "  frames[167] = \"data:image/png;base64,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\"\n",
       "  frames[168] = \"data:image/png;base64,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\"\n",
       "  frames[169] = \"data:image/png;base64,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\"\n",
       "  frames[170] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABSRJREFUeJzt3b1t21AARlEz8CQewBCgFB7CWiCrpM4qWUAuMkRcyAN4FaZKYOTPthLy+UrnVAKk4muEq0cS0DTP83wBADHvRg8AgGMIGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZA0uXoAXCO7ne7H6+3+/3AJdA1zfM8jx4B5+JpuJ4SMXg9lxBhJX+K13PvAb8nYPBGiBi8joABkCRgACQJGABJAgZAkoABkCRgACQJGKzAI/Lw/wkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgMEbsd3vR0+AFAEDIEnAAEgSMACSBAwWdr/bjZ4AJ0nAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAGDAd7f3Y2eAHkCBgN8vb0dPQHyBAwG+/z4OHoCJAkYDPbh6mr0BEi6HD0AzsnP975cSoTjOYHBwl76wMY0TQsvgdMiYLCwj9fXoyfASRIwWNinh4cXfW6e54WXwGmZZt8aWNxz/wm23e9XWgKnwwkMVvC3QH25uVlxCZwOJzBYyTRNvzx16OQFx/MYPazk+2/Fw+Fwsdls3POCf+QEBkCSe2AAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEnfAAikRySZHCk8AAAAAElFTkSuQmCC\"\n",
       "  frames[171] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABh5JREFUeJzt3U1qFGsUgOH6RCK6ABHcgxMDjs3YTNyCS4w4duJErttQsgAhRrAcecn17yb9V/12nmcU0knXmTRvztd0ZczzPE8AEHNn6QEAYBUCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQdHfpAeA2+nB6+u/XT8/OFpwEusY8z/PSQ8BtcTVcV4kY3JwjRNiRP8Xr/x4Dfk/AYE+IGNyMgMEOiBNsnoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoDBnnh6drb0CJAiYAAkCRgASQIGQJKAAZAkYLBlH05Plx4BDpKAAZB0d+kB4JB9+/ZtOn79+pfv//PixQLTwGERMNiCMcY0TdM0z7NYwZY4QoQNev/+/TTGmF6+fDnN87z0OHDQbGCwQc+ePRMu2BEbGGzIGEO8YIcEDNZ0cXEhXrAAAYM13b9/X7xgAQIGaxhjTA8fPlx6DLiVBAzWdH5+vvQIcCsJGKzB0SEsR8BgRT8+rAwsQ8AgQjDhvwQMAhxVwq/ciQN26Ocb+173Pol37vhbE37mVQEhz58/X3oE2BsCBnvu6l0+3r17t/A0sD8EDPbc1fe/Li8vF5wE9suYvTsMK7nJ/Q8/nJ7+9fGnZ2cbvR7cBjYw2IG/Beo68To5OZmePHmyyZEgzwYGK1plI/p5E7tOvFa9Fhw6AYMAAYNfOUKENezi7hhjjOnk5GTr14EaGxisYYwxPXr0aPr06dNWnv/jx4/T48ePbV/wGwIGa9rm8Z6jQ/gzR4iwpouLi60dJR4fH2/leeEQ2MBgQza5Lf0Iopcn/JkNDDZknueNbGLiBdcjYLBBb9++ncYY06tXr1b6/THGdHR0JF5wDY4QYQtuukXdu3dvury8nB48eDB9/vx5m6PBwfD/wGALfoTr69ev09HR0V9/9s2bN9OXL192MRYcFBsYAEneAwMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMgScAASBIwAJIEDIAkAQMg6Ts7gMRuqiTdagAAAABJRU5ErkJggg==\"\n",
       "  frames[172] = \"data:image/png;base64,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\"\n",
       "  frames[173] = \"data:image/png;base64,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\"\n",
       "  frames[174] = \"data:image/png;base64,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\"\n",
       "  frames[175] = \"data:image/png;base64,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\"\n",
       "  frames[176] = \"data:image/png;base64,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\"\n",
       "  frames[177] = \"data:image/png;base64,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\"\n",
       "  frames[178] = \"data:image/png;base64,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\"\n",
       "  frames[179] = \"data:image/png;base64,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\"\n",
       "  frames[180] = \"data:image/png;base64,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\"\n",
       "  frames[181] = \"data:image/png;base64,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\"\n",
       "  frames[182] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABNdJREFUeJzt17FNA0EURVGMCOnGlMFWuy4D1zREIJAA2QZ2uOacaLWa4GVXfzfGGDcAEHM7ewAAXELAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAwmOC7LzXFZZs+AtN0YY8weAf/FZ9Har+vGS6DPBQYb+erico3B+QQMgCQBgw2ccmG5wuA8AgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoDBH7Ff19kTIEXAAEgSMACSBAyAJAEDIEnAAEgSMPhlx2WZPQGukoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgYbezgcZk+AqyBgsKGXeD0cDkIG3yRgsBHBgp8lYAAkCRhs5OnxcfYEuCoCBr9sv66v3y8Ru7+7exe0t2+A0+zGGGP2CPgPjsvy4X/xgsu4wGAjH4VKvOByLjAAklxgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZAkoABkCRgACQJGABJAgZA0jPJczZHAlTPVAAAAABJRU5ErkJggg==\"\n",
       "  frames[183] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABMFJREFUeJzt2MFtwkAURVGI0hEpA1dryohrmqwjJUigxMOFc3Yjb97u6vs4xhgHAIh5mz0AAO4hYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGE2zLctiWZfYMSDuOMcbsEfAqfovWaV13XgJ9LjDYybWLyzUGtxMweBAiBrcRMNiBOMHfEzAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBAyBJwABIEjAAkgQMgCQBgwdxWtfZEyBFwABIEjAAkgQMgCQBAyBJwABIEjD4Z9uyzJ4AT0nAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyApPfZA+CVfFwu396f5/OkJdDnAgMgScAASBIwAJKOY4wxewQ8u21Zrn4/retOS+B5uMBgB9cCJV5wHwGDnfwUKvGC+/mFCECSCwyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEgSMACSBAyAJAEDIEnAAEj6Ap5pLP07JEjWAAAAAElFTkSuQmCC\"\n",
       "  frames[184] = \"data:image/png;base64,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\"\n",
       "  frames[185] = \"data:image/png;base64,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\"\n",
       "  frames[186] = \"data:image/png;base64,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\"\n",
       "  frames[187] = \"data:image/png;base64,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\"\n",
       "  frames[188] = \"data:image/png;base64,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\"\n",
       "  frames[189] = \"data:image/png;base64,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\"\n",
       "  frames[190] = \"data:image/png;base64,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\"\n",
       "  frames[191] = \"data:image/png;base64,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\"\n",
       "  frames[192] = \"data:image/png;base64,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\"\n",
       "  frames[193] = \"data:image/png;base64,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\"\n",
       "  frames[194] = \"data:image/png;base64,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\"\n",
       "  frames[195] = \"data:image/png;base64,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\"\n",
       "  frames[196] = \"data:image/png;base64,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\"\n",
       "  frames[197] = \"data:image/png;base64,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\"\n",
       "  frames[198] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAbAAAAEgCAYAAADVKCZpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAABX9JREFUeJzt3MFxGkkYgNEe1caji5yBriIBJbI56QoJ+G4OysJBbKn3pC17V5ZAZkCf9r0bDFB9oT7+6WGWOeccABBzdekFAMB7CBgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAwQXsN5ux32wuvQxIW+ac89KLgP+LX0XrZrs980qgzwQGZ/LaxGUag+MJGABJAgZncMiEZQqD4wgYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgMEHcbPdXnoJkCJgACQJGABJAgZAkoABkCRgACQJGABJAgYr2282l14CfEoCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYAEkCBkCSgAGQJGAAJAkYnMHX79/Hl91u/Lnfj7/mvPRy4FNY5vRtgjUtyzK+3d29+bqb7fYMq4HPwwQGK1mWZYwxDooXcDwBg5U4uQHrEjBYwfP0BaxHwODE5pymLzgDAYMTu7rytYJz+OPSC4DP5vr6+pfHvux2Pz1+6QKPZVlMcHAAPxXhxB4fH3/7M+yhwdsEDD6Y3W5nAoMDCBic2GunEA9x539jcBB34oATe2kPa7/ZvPqeH+/CYQ8MDmMCgxN7enr6z3Ov3Sbq38fECw4jYHBiy7K8eBHGSxFz/0N4P6cQ4QNx+hAOZwKDlRx7Kbx4wXEEDFbyHKO3QvZ8XLzgOAIGK5tzjoeHh7Esy7i/vx9jjHF7e/vPXplwwfvYAwMgyQQGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAkCRgASQIGQJKAAZAkYAAk/Q3dFXnxtwNM2QAAAABJRU5ErkJggg==\"\n",
       "  frames[199] = \"data:image/png;base64,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\"\n",
       "\n",
       "\n",
       "    /* set a timeout to make sure all the above elements are created before\n",
       "       the object is initialized. */\n",
       "    setTimeout(function() {\n",
       "        animQNAMVCLFKNSBXDEM = new Animation(frames, img_id, slider_id, 50, loop_select_id);\n",
       "    }, 0);\n",
       "  })()\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "if IN_COLAB:  # for colab\n",
    "    import base64\n",
    "    import glob\n",
    "    import io\n",
    "    import os\n",
    "\n",
    "    from IPython.display import HTML, display\n",
    "\n",
    "    def ipython_show_video(path: str) -> None:\n",
    "        \"\"\"Show a video at `path` within IPython Notebook.\"\"\"\n",
    "        if not os.path.isfile(path):\n",
    "            raise NameError(\"Cannot access: {}\".format(path))\n",
    "\n",
    "        video = io.open(path, \"r+b\").read()\n",
    "        encoded = base64.b64encode(video)\n",
    "\n",
    "        display(HTML(\n",
    "            data=\"\"\"\n",
    "            <video alt=\"test\" controls>\n",
    "            <source src=\"data:video/mp4;base64,{0}\" type=\"video/mp4\"/>\n",
    "            </video>\n",
    "            \"\"\".format(encoded.decode(\"ascii\"))\n",
    "        ))\n",
    "\n",
    "    list_of_files = glob.glob(\"videos/*.mp4\")\n",
    "    latest_file = max(list_of_files, key=os.path.getctime)\n",
    "    print(latest_file)\n",
    "    ipython_show_video(latest_file)\n",
    "\n",
    "else:  # for jupyter\n",
    "    from matplotlib import animation\n",
    "    from JSAnimation.IPython_display import display_animation\n",
    "    from IPython.display import display\n",
    "\n",
    "\n",
    "    def display_frames_as_gif(frames):\n",
    "        \"\"\"Displays a list of frames as a gif, with controls.\"\"\"\n",
    "        patch = plt.imshow(frames[0])\n",
    "        plt.axis('off')\n",
    "\n",
    "        def animate(i):\n",
    "            patch.set_data(frames[i])\n",
    "\n",
    "        anim = animation.FuncAnimation(\n",
    "            plt.gcf(), animate, frames = len(frames), interval=50\n",
    "        )\n",
    "        display(display_animation(anim, default_mode='loop'))\n",
    "\n",
    "\n",
    "    # display \n",
    "    display_frames_as_gif(frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pgayn",
   "language": "python",
   "name": "pgayn"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}