{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(sec-discocirc_training)=\n", "\n", "# Training: DisCoCirc\n", "\n", "In Section {ref}`sec-text2circ`, we saw how to convert entire paragraphs or even documents into quantum circuits using the experimental {py:class}`~lambeq.experimental.discocirc.DisCoCircReader`. In ``lambeq``, these circuits can be trained as any other circuit using the standard {term}`trainers ` and {term}`models ` provided by the {py:mod}`~lambeq.training` module, and we'll see a concrete example in this section.\n", "\n", "For this purpose, we will use a variation of the meaning classification task introduced in {cite:p}`lorenz_2023`, the goal of which was to classify simple sentences as related to IT or food. However, for this example, we will use a dataset of 300 small _paragraphs_, consisting of 3 sentences each. For example:\n", "\n", "```\n", "Man prepares tasty lunch. \n", "He used to be a good chef.\n", "He likes trying new recipes.\n", "```\n", "\n", "For our training, we will use the {py:class}`~.PennyLaneModel`. We also use a {py:class}`.Sim4Ansatz` to convert the {term}`string diagrams ` into {term}`quantum circuits `. When passing these circuits to the {py:class}`~.PennyLaneModel`, they will be automatically converted into {term}`PennyLane` circuits.\n", "\n", "{download}`⬇️ Download code <../_code/discocirc-mc-task.ipynb>`\n", "\n", "## Preparation\n", "\n", "We start by specifying some training hyperparameters and importing NumPy and {term}`PyTorch`." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "BATCH_SIZE = 10\n", "EPOCHS = 30\n", "LEARNING_RATE = 0.01\n", "SEED = 42" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import random\n", "import numpy as np\n", "import torch" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "torch.manual_seed(SEED)\n", "random.seed(SEED)\n", "np.random.seed(SEED)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Input data\n", "\n", "Let's read the data and print some example paragraphs." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def read_data(filename):\n", " labels, sentences = [], []\n", " with open(filename) as f:\n", " for line in f:\n", " t = float(line[0])\n", " labels.append([t, 1. - t])\n", " sentences.append(line[1:].strip())\n", " return labels, sentences" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "train_labels, train_data = read_data('../examples/datasets/discocirc_mc_train_data.txt')\n", "dev_labels, dev_data = read_data('../examples/datasets/discocirc_mc_dev_data.txt')\n", "test_labels, test_data = read_data('../examples/datasets/discocirc_mc_test_data.txt')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "TESTING = int(os.environ.get('TEST_NOTEBOOKS', '0'))\n", "\n", "if TESTING:\n", " train_labels, train_data = train_labels[:2], train_data[:2]\n", " dev_labels, dev_data = dev_labels[:2], dev_data[:2]\n", " test_labels, test_data = test_labels[:2], test_data[:2]\n", " EPOCHS = 1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['man bakes tasty lunch . he used to be a good shef . he likes mastering new recipes',\n", " 'woman writes efficient program . she has been a great professional . she likes mastering new approaches',\n", " 'girl writes nice software . she is a good coder . she likes mastering novel algorithms',\n", " 'person cooks tasty dinner . he was a modest professional . he likes trying new recipes',\n", " 'man prepares application . he used to be a great coder . he thrives in testing novel algorithms']" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "train_data[:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Targets are represented as 2-dimensional arrays:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[1.0, 0.0], [0.0, 1.0], [0.0, 1.0], [1.0, 0.0], [0.0, 1.0]]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "train_labels[:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating and parameterising diagrams\n", "\n", "The first step is to convert the paragraphs into {term}`string diagrams `. For that, we use the experimental {py:class}`~lambeq.experimental.discocirc.DisCoCircReader` class. Also, as explained in Section {ref}`sec-sandwich`, we need to replace the higher-order DisCoCirc frames into standard boxes by passing `sandwich=True` to the {py:meth}`~lambeq.experimental.discocirc.DisCoCircReader.text2circuit` call to allow convertion to quantum circuits." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from lambeq.experimental.discocirc import DisCoCircReader\n", "\n", "reader = DisCoCircReader()\n", "\n", "raw_train_diags = [reader.text2circuit(t, sandwich=True) for t in train_data]\n", "raw_dev_diags = [reader.text2circuit(t, sandwich=True) for t in dev_data]\n", "raw_test_diags = [reader.text2circuit(t, sandwich=True) for t in test_data]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can visualise these diagrams using {py:meth}`~lambeq.backend.grammar.Diagram.draw` as usual." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "raw_train_diags[0].draw(figsize=(5,10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get a single state for the circuit\n", "\n", "For the specific task, we need a means to combine the output wires of the diagram and output a single wire that we will use for the prediction. This is easily done by adding a {py:class}`.grammar.Box` whose domain is the current diagram output and whose codomain is a single wire which we give the type `t` for `text`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "from lambeq import AtomicType\n", "from lambeq.backend.grammar import Box, Ty\n", "\n", "# Declare the types we will use\n", "N = AtomicType.NOUN\n", "T = Ty('t') # 't' for 'text'\n", "\n", "# Add fan-in box as last layer for each diagram\n", "def add_fan_in_box(diag):\n", " fan_in_box = Box(name='fan in',\n", " dom=diag.cod,\n", " cod=T)\n", " diag >>= fan_in_box\n", " return diag\n", "\n", "train_diags = [add_fan_in_box(d) for d in raw_train_diags]\n", "dev_diags = [add_fan_in_box(d) for d in raw_dev_diags]\n", "test_diags = [add_fan_in_box(d) for d in raw_test_diags]" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "train_diags[0].draw(figsize=(6, 10))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There will be several versions of this \"fan in\" box, varying only on the number of noun wires in their domain.\n", "\n", "### Create circuits\n", "\n", "In order to run the experiments on a quantum computer, we apply a quantum {term}`ansatz ` to the string diagrams. As mentioned before, we will use a {py:class}`.Sim4Ansatz`, where noun wires (`n`) and text wires (`t`) are represented by one-qubit systems." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from lambeq import Sim4Ansatz\n", "\n", "ansatz = Sim4Ansatz({N: 1, T: 1}, n_layers=3)\n", "\n", "train_circs = [ansatz(diag) for diag in train_diags]\n", "dev_circs = [ansatz(diag) for diag in dev_diags]\n", "test_circs = [ansatz(diag) for diag in test_diags]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "train_circs[0].draw(figsize=(24, 24))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training\n", "\n", "### Instantiate model\n", "\n", "We instantiate a {py:class}`~.PennyLaneModel`, by passing all diagrams to the class method {py:meth}`~.PennyLaneModel.from_diagrams`. We also set `probabilities=True` so that the model outputs probabilities, rather than quantum states, which follows the behaviour of real quantum computers. Furthermore, we set `normalize=True` so that the output probabilities sum up to one." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "from lambeq import PennyLaneModel\n", "\n", "all_circs = train_circs + dev_circs + test_circs\n", "\n", "# if no backend_config is provided, the default is used\n", "backend_config = {'backend': 'default.qubit'} # this is the default PennyLane simulator\n", "model = PennyLaneModel.from_diagrams(all_circs,\n", " probabilities=True,\n", " normalize=True,\n", " backend_config=backend_config)\n", "model.initialise_weights()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Running this model on a real quantum computer takes a significant amount of time as the circuits must be sent to the backend and queued, so in this tutorial we will use the default {term}`PennyLane` simulator, `default.qubit`.\n", "\n", "### Create datasets\n", "\n", "To facilitate data handling and batching, `lambeq` provides a native {py:class}`~.Dataset` class. Shuffling is enabled by default, and if not specified, the batch size is set to the length of the dataset." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "from lambeq import Dataset\n", "\n", "train_dataset = Dataset(train_circs,\n", " train_labels,\n", " batch_size=BATCH_SIZE)\n", "\n", "dev_dataset = Dataset(dev_circs,\n", " dev_labels,\n", " shuffle=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Training can either by done using `lambeq`'s {py:class}`~.PytorchTrainer`, or by using native PyTorch code. In this tutorial we will be using the first option, which is by far the most straightforward.\n", "\n", "### Define loss and evaluation metric\n", "\n", "We first define our evaluation metrics and loss function, which in this case will be accuracy and binary cross entropy, respectively." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def acc(y_hat, y):\n", " return (torch.argmax(y_hat, dim=1) ==\n", " torch.argmax(y, dim=1)).sum().item()/len(y)\n", "\n", "\n", "def loss(y_hat, y):\n", " return torch.nn.functional.binary_cross_entropy(\n", " y_hat, torch.Tensor(y)\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initialise trainer\n", "\n", "As {term}`PennyLane` is compatible with {term}`PyTorch` autograd, {py:class}`~.PytorchTrainer` can automatically use all of the PyTorch optimizers, such as Adam, to train our model." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "from lambeq import PytorchTrainer\n", "\n", "trainer = PytorchTrainer(\n", " model=model,\n", " loss_function=loss,\n", " optimizer=torch.optim.Adam,\n", " learning_rate=LEARNING_RATE,\n", " epochs=EPOCHS,\n", " evaluate_functions={'acc': acc},\n", " evaluate_on_train=True,\n", " use_tensorboard=False,\n", " verbose='text',\n", " seed=SEED)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Train\n", "\n", "We can now pass the datasets to the {py:meth}`~lambeq.Trainer.fit` method of the trainer to start the training." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Epoch 1: train/loss: 0.9695 valid/loss: 1.0455 train/time: 4m15s valid/time: 1m24s train/acc: 0.5000 valid/acc: 0.5000\n", "Epoch 2: train/loss: 1.2423 valid/loss: 0.8468 train/time: 4m18s valid/time: 1m26s train/acc: 0.5167 valid/acc: 0.4500\n", "Epoch 3: train/loss: 1.4184 valid/loss: 0.8690 train/time: 4m19s valid/time: 1m27s train/acc: 0.5333 valid/acc: 0.5667\n", "Epoch 4: train/loss: 0.4773 valid/loss: 1.0767 train/time: 4m20s valid/time: 1m26s train/acc: 0.5889 valid/acc: 0.4333\n", "Epoch 5: train/loss: 0.9689 valid/loss: 0.8239 train/time: 4m23s valid/time: 1m26s train/acc: 0.5333 valid/acc: 0.6000\n", "Epoch 6: train/loss: 0.9354 valid/loss: 0.8176 train/time: 4m25s valid/time: 1m29s train/acc: 0.5333 valid/acc: 0.5500\n", "Epoch 7: train/loss: 1.0967 valid/loss: 0.9583 train/time: 4m27s valid/time: 1m28s train/acc: 0.5222 valid/acc: 0.4500\n", "Epoch 8: train/loss: 0.5902 valid/loss: 0.8774 train/time: 4m28s valid/time: 1m27s train/acc: 0.6222 valid/acc: 0.5500\n", "Epoch 9: train/loss: 0.5998 valid/loss: 0.8630 train/time: 4m43s valid/time: 1m43s train/acc: 0.6389 valid/acc: 0.6000\n", "Epoch 10: train/loss: 0.5799 valid/loss: 0.8210 train/time: 5m11s valid/time: 1m42s train/acc: 0.5889 valid/acc: 0.6167\n", "Epoch 11: train/loss: 0.9772 valid/loss: 1.1537 train/time: 5m11s valid/time: 1m43s train/acc: 0.5722 valid/acc: 0.4333\n", "Epoch 12: train/loss: 0.6276 valid/loss: 0.8586 train/time: 5m14s valid/time: 1m45s train/acc: 0.6167 valid/acc: 0.5667\n", "Epoch 13: train/loss: 1.4431 valid/loss: 1.4355 train/time: 5m17s valid/time: 1m40s train/acc: 0.5222 valid/acc: 0.5000\n", "Epoch 14: train/loss: 0.9701 valid/loss: 0.8888 train/time: 4m29s valid/time: 1m30s train/acc: 0.5889 valid/acc: 0.5667\n", "Epoch 15: train/loss: 0.8250 valid/loss: 0.9828 train/time: 4m34s valid/time: 1m29s train/acc: 0.6667 valid/acc: 0.5167\n", "Epoch 16: train/loss: 1.0572 valid/loss: 0.8387 train/time: 4m28s valid/time: 1m30s train/acc: 0.6500 valid/acc: 0.6167\n", "Epoch 17: train/loss: 0.3985 valid/loss: 0.7681 train/time: 4m31s valid/time: 1m29s train/acc: 0.6667 valid/acc: 0.6333\n", "Epoch 18: train/loss: 0.7628 valid/loss: 0.5444 train/time: 4m31s valid/time: 1m32s train/acc: 0.7722 valid/acc: 0.7667\n", "Epoch 19: train/loss: 0.3056 valid/loss: 0.6176 train/time: 4m32s valid/time: 1m30s train/acc: 0.7611 valid/acc: 0.7167\n", "Epoch 20: train/loss: 0.3587 valid/loss: 0.4453 train/time: 4m32s valid/time: 1m29s train/acc: 0.7667 valid/acc: 0.8500\n", "Epoch 21: train/loss: 0.2189 valid/loss: 0.5145 train/time: 4m32s valid/time: 1m29s train/acc: 0.8333 valid/acc: 0.8000\n", "Epoch 22: train/loss: 0.1592 valid/loss: 0.3655 train/time: 4m31s valid/time: 1m31s train/acc: 0.8167 valid/acc: 0.8667\n", "Epoch 23: train/loss: 0.1945 valid/loss: 0.2800 train/time: 4m32s valid/time: 1m30s train/acc: 0.9167 valid/acc: 0.9167\n", "Epoch 24: train/loss: 0.0599 valid/loss: 0.1828 train/time: 4m33s valid/time: 1m34s train/acc: 0.9722 valid/acc: 0.9000\n", "Epoch 25: train/loss: 0.1717 valid/loss: 0.1657 train/time: 4m35s valid/time: 1m31s train/acc: 0.9778 valid/acc: 0.9500\n", "Epoch 26: train/loss: 0.0121 valid/loss: 0.1378 train/time: 4m37s valid/time: 1m31s train/acc: 0.9944 valid/acc: 0.9667\n", "Epoch 27: train/loss: 0.0367 valid/loss: 0.0807 train/time: 4m40s valid/time: 1m33s train/acc: 1.0000 valid/acc: 0.9667\n", "Epoch 28: train/loss: 0.0038 valid/loss: 0.1031 train/time: 4m36s valid/time: 1m37s train/acc: 1.0000 valid/acc: 0.9833\n", "Epoch 29: train/loss: 0.0083 valid/loss: 0.0597 train/time: 4m38s valid/time: 1m34s train/acc: 1.0000 valid/acc: 1.0000\n", "Epoch 30: train/loss: 0.0065 valid/loss: 0.0595 train/time: 4m34s valid/time: 1m32s train/acc: 1.0000 valid/acc: 1.0000\n", "\n", "Training completed!\n", "train/time: 2h17m57s train/time_per_epoch: 4m36s train/time_per_step: 15.33s valid/time: 45m57s valid/time_per_eval: 1m32s\n" ] } ], "source": [ "trainer.fit(train_dataset, dev_dataset)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Results\n", "\n", "Finally, we visualise the results and evaluate the model on the test data." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Final test accuracy: 0.9666666666666667\n" ] }, { "data": { 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ffuHgwYPk5OQQHR3N2rVrWbVqFU2aNGHZsmW4uLhY286YMYMrrriCDh06MG7cOJo1a0Z0dDRbtmzh9OnT7N69O1/fI0eOZMqUKbi4uHDPPfdgZ5f/+/JXX32VdevWERYWxrhx42jbti3x8fHs3LmT1atXEx8fX2Tc06dPZ/DgwfTo0YN77rnHWordy8uL5557rkD748ePM2zYMAYNGsSWLVv4/PPPue222wgNDS3bG/gPOzs75syZw+DBg2nXrh1jxoyhYcOGnDlzhnXr1uHp6ckPP/xQ4n67dOnC6tWreeuttwgMDCQ4ONhaTOO/rr76avz9/enVqxd+fn4cOHCADz74gCFDhliLcRT3PQ8JCaFu3brMnDkTDw8P3N3dCQsLyzf7J9VY5RcoFKl+iirFXlRZ1t9++824/PLLDVdXVyMwMNCYNGmSsWLFCgMw1q1bZ21XVCn26dOnF+gTMKZOnWr9vahS7A888ECBc5s0aVKg3OyaNWuMzp07G05OTkZISIgxZ84c49FHHzVcXFyKeBdyHTt2zLj77ruNkJAQw8XFxfD29jb69etnrF69ukDbxYsXG1dccYXh7u5uuLu7G61btzYeeOAB49ChQ9Y2KSkpxm233WbUrVvXAFSWXUSqvbxS7HkPJycnw9/f3xg4cKDx7rvv5is7fqGjR48ao0aNMvz9/Q1HR0ejYcOGxrXXXmt8++23BdoePnzY2v+mTZsK7S86Otp44IEHjKCgIMPR0dHw9/c3+vfvb3z88cfWNoWVYjcMw1i9erXRq1cvw9XV1fD09DSGDh1q7N+/P1+bvHFo//79xo033mh4eHgY9erVMyZMmGCkp6fna1vY+FTUmLdu3bpCt/z4888/jREjRhj169c3nJ2djSZNmhg333yzsWbNmgIxnTt3Lt+5eX8nF5aCP3jwoHHllVcarq6uBnDRsuyzZs0yrrzySutrh4SEGI8//riRmJiYr11x3nPDyN1ipW3bttYtUFSWveYwGUYV+jpdRGxq+PDh7Nu3z1qZSUREpCjPPfcczz//POfOncPHx8fW4YhUCbrnSqSWSk9Pz/f74cOH+fnnn+nbt69tAhIRERGp5nTPlUgt1axZM+666y6aNWvGyZMn+eijj3BycmLSpEm2Dk1ERESkWlJyJVJLDRo0iK+++oqoqCicnZ3p0aMHr7zySpEb/4qIiIjIxemeKxERERERkXJg03uuNmzYwNChQwkMDMRkMrF06dKLtl+/fj0mk6nAIyoqKl+7GTNm0LRpU1xcXAgLC2Pbtm0VeBUiIiIiIiI2Tq5SU1MJDQ0tsPncpRw6dIjIyEjro0GDBtbn8vbLmTp1Kjt37iQ0NJTw8HBiYmLKO3wRERERERGrKrMs0GQy8d133zF8+PAi26xfv55+/fpx/vx56tatW2ibsLAwunXrxgcffACAxWIhKCiIBx98kCeffLJYsVgsFs6ePYuHhwcmk6mklyIiIqVkGAbJyckEBgYW2BS1ttPYJCJiGyUZm6plQYtOnTqRmZlJ+/btee655+jVqxcAWVlZ7Nixg8mTJ1vb2tnZMWDAALZs2VJkf5mZmWRmZlp/P3PmDG3btq24CxARkYs6deoUjRo1snUYNqWxSUSkainO2FStkquAgABmzpxJ165dyczMZM6cOfTt25etW7dy2WWXERsbi9lsxs/PL995fn5+HDx4sMh+p02bxvPPP1/g+KlTp/D09Cz36xARkcIlJSURFBSEh4eHrUOxOY1NIiJVQ0nGpmqVXLVq1YpWrVpZf+/ZsydHjx7l7bffZsGCBaXud/LkyUycONH6e94b6OnpqQFMRMQGtOxNY5OISFVTnLGpWiVXhenevTubNm0CwMfHB3t7e6Kjo/O1iY6Oxt/fv8g+nJ2dcXZ2rtA4RURESkJjk4hI9VPt7xbetWsXAQEBADg5OdGlSxfWrFljfd5isbBmzRp69OhhqxBFRERERKQWsOnMVUpKCkeOHLH+fvz4cXbt2oW3tzeNGzdm8uTJnDlzhs8++wyAd955h+DgYNq1a0dGRgZz5sxh7dq1rFy50trHxIkTGT16NF27dqV79+688847pKamMmbMmEq/PhERERERqT1smlxt376dfv36WX/PW1s+evRo5s2bR2RkJBEREdbns7KyePTRRzlz5gxubm507NiR1atX5+tj5MiRnDt3jilTphAVFUWnTp1Yvnx5gSIXIiIiIiIi5anK7HNVlSQlJeHl5UViYqJuGhYRqUT6/C2a3hsREdsoyedvtb/nSkRERERKZk3EGh5d/yjJWcm2DkWkRlFyJSIiIlLLzNo9i5UnV7I2Yq2tQxGpUZRciYiIiNQihmEQkZx7T/uJpBO2DUakhlFyJSIiIlKLxGXEkZqdCsDJpJM2jkakZlFyJSIiIlKLRCT9W4n5eOJxG0YiUvMouRIRERGpRfKWBEJuomW2mG0YjUjNouRKREREpBa5cOYqy5JFVFqUDaMRqVmUXImIiIjUIv+9z+pE4gnbBCJSAym5EhEREalFTiWfAsDVwRVQxUCR8qTkSkRERKSWMAzDOnPVI6AHoJkrkfKk5EpERESklojLiCMtJw07kx29GvYCNHMlUp6UXImIiIjUEnnFLALcA2hZryWg5EqkPCm5EhEREakl8pYENvZoTFPPpgBEpUaRnpNuw6hEag4lVyIiIiK1RN4eV409G1PXpS51nevmHr+gPLuIlJ6SKxEREZFaIi+JauzRGIAmnk0AOJ503GYxidQkSq5EREREaom8mau8pCpvaaAqBoqUDyVXIiIiIrXAhWXYgzyDAGjq1RQouLGwiJSOkisRERGRWiAuI470nHTsTHYE1fknudLMlUi5UnIlIiIiUgvkzU4FuAfgaO8IXJBcJZ3AMAxbhSZSYyi5EhEREakF/lvMAnKrBpowkZKdQlxGnK1CE6kxlFyJiIiI1ALWPa48/02unOydCKwTCGhpoEh5UHIlIiIiUgv8t1JgnryiFieSTlRyRCI1j02Tqw0bNjB06FACAwMxmUwsXbr0ou2XLFnCwIED8fX1xdPTkx49erBixYp8bZ577jlMJlO+R+vWrSvwKkRERESqvsKWBQIEewYDqhgoUh5smlylpqYSGhrKjBkzitV+w4YNDBw4kJ9//pkdO3bQr18/hg4dyp9//pmvXbt27YiMjLQ+Nm3aVBHhi4iIiFQLhmFYZ64uXBYI/85kaVmgSNk52PLFBw8ezODBg4vd/p133sn3+yuvvML333/PDz/8QOfOna3HHRwc8Pf3L68wRURERKq12PRYaxn2RnUa5XtOywJFyo9Nk6uyslgsJCcn4+3tne/44cOHCQwMxMXFhR49ejBt2jQaN25cRC+QmZlJZmam9fekpKQKi1lERKQ4NDZJeSqsDHuevHLsp5NPk23JxtHO8b+ni0gxVeuCFm+88QYpKSncfPPN1mNhYWHMmzeP5cuX89FHH3H8+HF69+5NcnJykf1MmzYNLy8v6yMoKKgywhcRESmSxiYpT0UVswDwc/PD1cGVHCOHM8lnKjs0kRql2iZXX375Jc8//zyLFi2iQYMG1uODBw/mpptuomPHjoSHh/Pzzz+TkJDAokWLiuxr8uTJJCYmWh+nTp2qjEsQEREpksYmKU9FFbMAMJlM/953paWBImVSLZcFfv3114wdO5ZvvvmGAQMGXLRt3bp1admyJUeOHCmyjbOzM87OzuUdpoiISKlpbJLyVFQxizxNPZtyMP5gblELTZKKlFq1m7n66quvGDNmDF999RVDhgy5ZPuUlBSOHj1KQEBAJUQnIiIiUvXk3XNV2LJAUFELkfJi05mrlJSUfDNKx48fZ9euXXh7e9O4cWMmT57MmTNn+Oyzz4DcpYCjR4/m3XffJSwsjKioKABcXV3x8vIC4LHHHmPo0KE0adKEs2fPMnXqVOzt7bn11lsr/wJFREREbMwwDE4l5y4rLWxZIKBlgSLlxKYzV9u3b6dz587WMuoTJ06kc+fOTJkyBYDIyEgiIiKs7T/++GNycnJ44IEHCAgIsD4efvhha5vTp09z66230qpVK26++Wbq16/P77//jq+vb+VenIiIiEgVcC79nLUMe8M6DQttk7eRsPa6Eikbm85c9e3bF8Mwinx+3rx5+X5fv379Jfv8+uuvyxiViIiISM2RtyQw0D2wQBn2PHkzV3EZcSRnJePh5FFp8YnUJNXunisRERERKb68JYFF3W8FUMepDj6uPsC/yZiIlJySKxEREZEaLC9ZCvK4eBnAvM2Ejycer+iQRGosJVciIiIiNVjeHlcXm7kCVQwUKQ9KrkRERERqsEvtcZUnb+ZKywJFSk/JlYiIiEgVZRgGZou5TOdfqgx7nrzkShUDRUpPyZWIiIhIFfXkxifps6gPUalRpTo/Ji2G9Jx07E32NPQovAx7nrxlgSeTTmIxLKV6PZHaTsmViIiISBWUlp3GyhMrScxMZNXJVaXqI29JYGCdQBztCi/DniewTiAOJgcyzBnEpMWU6vVEajslVyIiIiJV0K5zu8gxcgD47exvpeojr5jFpZYEAjjaOdLIoxGgioEipaXkSkRERKQK2h61Pd/PGTkZJe7jZHJucYpLFbPIo4qBImWj5EpERESkCtoe/W9ylWnOZEf0jhL3cSrp0hsIXyjYMxhQxUCR0lJyJSIiIlLFpOeksyd2DwDd/bsDpVsamDdzdakNhPPkJWGqGChSOkquRERERKqY3ed2k2PJwc/Nj5GtRgLw25mSJVcWw1LimSstCxQpGyVXIiIiIlXMH1F/ANDNvxuXB16OvcmeY4nHiEyJLHYf59LOkWHOwN5kT2CdwGKdk7fX1dmUs6W6x0uktlNyJSIiIlLF5BWz6OrXFU8nTzr6dgRKtjSwJGXY83i7eOPh6IHBv5sPi0jxKbkSERERqUIycjKs91t18+8GQM/AnkDJlgbmFaUobqVAAJPJpKWBImWg5EpEREQqXLY5m2c2PcOs3bNsHUqV99e5v8i2ZNPArYG1EMUVDa8A4PfI38m2ZBern7yZqyYexbvfKk/e0kAVtRApOSVXIiIiUuHWRKzh+6PfM2PXDGLTY20dTpX2R3Tu/VZd/bpiMpkAaFu/LfWc65GSncJf5/4qVj/WDYRLMHMFF1QM1MyVSIkpuRIREZEK9+3f3wJgYLDm5BobR1O15d1vlbckEMDOZMflgZcDxV8aaF0W6FGy5ErLAkVKT8mViIiIVKiIpAi2Rm21/r7q5CobRlO1ZZozrTNTXf265nsub2lgcYpaWAwLp5NPA8Uvw57nwmWBhmGU6FyR2k7JlYiISA13+Pxhnt70NB/t/sgmr7/48GIAWtVrBeQue4vPiLdJLFXdX+f+IsuSha+rb4GkKK+oxf64/cSlx120n5i0GGsZ9oA6ASWKIW8ZYVJWEgmZCSU6V6S2U3IlIiJSw51MOsmyo8v4+uDXZJmzKvW1s83ZLD2yFIDxncbTxrsNFsPCuoh1lRpHdXFhCfa8+63y+Lj60Ma7DQBbIrdctJ+8+60a1mlY7DLseVwdXAlwz03ItDRQpGSUXImIiNRwfYP60sCtAfEZ8aw8ubJSX3vdqXXEZ8Tj6+rLlY2u5OqmVwNaGlgUazEL/66FPl/ckux5lQJLWswijyoGipSOkisREZEazsHOgZta3gTAwoMLK/W18wpZDG8+HEc7RwY0HgDA1sitJGYmVmosVd2F91tdWMziQr0a9gJg89nNWAxLkX1ZKwWWsJhFnrwliceTjpfqfJHayqbJ1YYNGxg6dCiBgYGYTCaWLl16yXPWr1/PZZddhrOzM82bN2fevHkF2syYMYOmTZvi4uJCWFgY27ZtK//gRUREqpEbW96Ig8mBXed2cTD+YKW85qnkU2yJ3IIJEyNajAByK9G1qNeCHCOH9afWV0oc1cWec3vINGdS36W+debovzr5dsLd0Z34jPiL/j2WZgPhC+VVDDyZeLJU54vUVjZNrlJTUwkNDWXGjBnFan/8+HGGDBlCv3792LVrF4888ghjx45lxYoV1jYLFy5k4sSJTJ06lZ07dxIaGkp4eDgxMTEVdRkiF3UuOZPnf9jHsXMptg5FRGoxH1cfBjTJnTX6+uDXlfKaSw4vAXKXsjXyaGQ9PrDJQEBLA/9re/S/Jdj/e79VHkd7R7r7dwcuvjTQuoFwCSsF5gn2DAZ0z5VISdk0uRo8eDAvvfQS119/fbHaz5w5k+DgYN58803atGnDhAkTuPHGG3n77betbd566y3GjRvHmDFjaNu2LTNnzsTNzY1PPvmkyH4zMzNJSkrK9xApL2+sOMSnv53g4a93YbGopK2IFE9FjE23tL4FgJ+P/0xSVsWOddmWfwtZ3NDyhnzPDWycm1xtPruZlCx98ZTnwmIWF5NXkn3TmU2FPm8xLJxKPgWUYVmgV25SFpEcQY4lp1R9iNRG1eqeqy1btjBgwIB8x8LDw9myJbdiTlZWFjt27MjXxs7OjgEDBljbFGbatGl4eXlZH0FBQRVzAVLrpGTm8MNfZwHYcybR+rOIyKVUxNh0WYPLaF63Oek56Sw7sqwcoizahlMbiE2Ppb5LffoG9c33XEjdEIK9gsm2ZPPr6V8rNI7qIsucxa5zu4Ci77fKk1fU4q9zf5GclVzg+Zi0GDLNmTiYHAisE1iqeALcA3C2dybHkkNkSmSp+hCpjapVchUVFYWfn1++Y35+fiQlJZGenk5sbCxms7nQNlFRUUX2O3nyZBITE62PU6dOVUj8Uvv8uPssaVlm8lZ3vLHyEJk5ZtsGJSLVQkWMTSaTiVtb3wrAwkMLK3SD2G8OfwP8W8jiv3HkFbbQ0sBce2P3kmnOxNvFm2Cv4Iu2beTRiKaeTckxctgWWfC+cmsZdo+GONg5lCoeO5Od9X6tkhS1yDJnsT9uf6leU6QmqFbJVUVxdnbG09Mz30OkPHz9R+4/hh66qgUNPJw5FZ/OF79H2DgqEakOKmpsGtJsCO6O7pxIOsHvkb+XS5//dSblDJvPbAbghhY3FNomryT7pjObSMtOq5A4qpM/ov4pwV7I/laFyasauOlswaWBJ5Nzi1AEeZRttrOk5dgzzZmMWzmOkT+OZNGhRWV6bZHqqlolV/7+/kRHR+c7Fh0djaenJ66urvj4+GBvb19oG39//8oMVYSDUUnsOpWAg52JOy5vwiMDWgLw/trDJGVk2zg6Eamt3B3dGRYyDMidvaoISw4vwcDg8oDLCfIs/B/4req1IsgjiExzJhvPbKyQOKqTC4tZFEevwH9Ksp/ZXGAGMm/mqrTFLPLkJVd5lQcvxmJYeHrT0+yM2QnAe3++p1L7UitVq+SqR48erFmzJt+xVatW0aNHDwCcnJzo0qVLvjYWi4U1a9ZY20jZrDsUw9Tv9xKVmGHrUKq8r7flzloNbOuHr4czN3dtRIivO+fTspm5/qiNoxOR2mxkq5FA7ga/UalFL5svjRxLDksPLwUKFrK4kMlkslYvrO1LA7PN2eyK2QVcuphFnq7+XXGyc+Js6tkCy/bKusdVnrxy7MWpGPj2jrdZcWIFDnYOBLgHkJiZyEe7PyrT64tURzZNrlJSUti1axe7du0Cckut79q1i4iI3A+FyZMnM2rUKGv7++67j2PHjjFp0iQOHjzIhx9+yKJFi/jf//5nbTNx4kRmz57N/PnzOXDgAOPHjyc1NZUxY8ZU6rXVREdiUrhvwQ7mbznJte9vZPPRWFuHVGVlZJv57s8zAIzslvutrYO9HU8Mag3A3E3HiUxMt1l8IlK7hdQNoZt/NyyGhW/+/qZc+954eiMx6TF4u3jTP6j/Rdte3SR3aeCG0xvIyKn4L+2yzdmMXz2e0b+MJjo1+tInVJJ9cfvIMGdQz7keIXVDinWOq4MrXfy6AAVLsueVYS/tHld5irss8MsDXzJv3zwAXuj5As/3fB7ILfl/LOFYmWIQqW5smlxt376dzp0707lzZyA3MercuTNTpkwBIDIy0ppoAQQHB/PTTz+xatUqQkNDefPNN5kzZw7h4eHWNiNHjuSNN95gypQpdOrUiV27drF8+fICRS6kZLLNFiYu2kVmjgVHexOxKVncMWcrH64/ovLihVixL4rE9GwCvVzo3cLXenxgWz+6NqlHZo6Ft1f9bcMIRaS2u6VVbln2xX8vJttcfkuVvz38LQDXhVyHo73jRdu2q9+OAPcA0nPS+e1s0Xs2lZcvD37JpjOb2BmzkzErxlSZKnjW+638i3e/VZ68+64uTK4uLMPexKNsywLzlhXGpMeQmp1aaJs1EWt4ddurADzU+SGGhgylR2AP+gb1xWyYmb59epliEKluSldCppz07dv3opWK5s2bV+g5f/7550X7nTBhAhMmTChreKVmthgkZ2STmJ5NUnpO7p8Z2SSlZ1/w87/Hg+q5MXFgS+q5O9ks5kv5cN1R/jqdiKeLA8smXMGMdUf4ZsdpXl9+iJ0nz/PmTZ3wcrv4IFqb5C0JvKlrEPZ2/w6UJpOJyde04YaPNvPtjtOM7d2Mln4etgpTRGqxfo370cC1ATHpMayOWM3g4MFl7jMyJdK699KIFiMu2T5vaeCC/QtYdXIV/RtffKarLGLTY63L1Oo41uFU8inGrBjDnKvn5Nvg2BYuLGZREr0Ce/EGb7A9ejsZORm4OLjkK8MeUCegTHF5OXvh7eJNfEY8J5NO0rZ+23zP7z63myc2PIGBwY0tb2Rsh7HW5x7r+hibzmxi05lNbDy9kd6NepcpFpHqolrdc1UdpGeZCXnqZzq9sIo+09cz9INN3DF3K/d/sZMnl+xh2i8HmbHuKAt+P8my3WdZf+gcC34/yTXvbWTb8Xhbh1+oPacTeX/tYQBeHN6epj7uTL8plNdu6ICTgx2rD8Rw7Qcb2XtGN64CnIhNZcuxOEwmuLlbwRu5uzSpx6B2/lgMeO2XgzaIUEQEHO0cubHljUDu8q3y8N2R77AYFrr7d7fer3MpeUsDfz31K1nmrHKJozDv7HiH1OxU2tdvz5JhS2ji2YQzKWcYs2KM9R4lW8i2ZBd7f6v/Cqkbgp+bH5nmTHZE7wD+LT5RljLsFypqaWBEUgQPrnmQTHMmVza6kqfDns4369bEswm3t74dgOnbp5NtUSEnqR2UXJUzF0c7HO1zP1xcHe3x93ShpV8dujWtR//WDRjRuSF39WzKQ/1b8MyQNrxyfQea+bgTmZjBLR9v4Z3Vf2OuQsvsMrLNTFy0ixyLwTUd/BkW+u9mhCO7NWbJ+J40qufKqfh0Rny0mYV/qMz4ou25s1ZXtvClYV3XQts8PqgV9nYm1hyM4fdjcZUZnoiI1Q0tb8DB5MDOmJ0cij9Upr5yLDksObwEwJq0FUdH3440cG1ASnZKhZWG331uN98f/R6AyWGTCagTwCfhnxDsFUxUahRjlo/heGLx93IqT/ti95Gek05d57rFvt8qj8lk4oqGVwBYZwzzkquyFrPIk7c08MKiFvEZ8YxfPZ7zmedpW78t06+cXmgi93+h/4e3izfHE4+rNLvUGkquypnJZGLrUwP4+6XBHHhxEL8/1Z+V/+vDN/f1ZO5d3XhrZCeeG9aOiQNbMrZ3M24La8wPD17BDZc1wmLAO6sPc9vs36tMsYM3Vx7icEwKPnWceWl4hwJrwds39OKnB3vTv3UDsnIsPLF4D5O+3U1Gdu3cKDfHbOGbHacBuKWQWas8Ib51rM9P++VghW7kKSJSlAZuDbiq8VVA2cuy/3bmN6LToqnrXLdEy/vsTHb0b5LbfuWJlWWKoTAWw8K0rdOA3A2NO/p2BHKv/ZPwT2hetzkx6THcveJujiZUfiXXvBLsXf26Ymcq+T/L8u672nw2d18x6/1WZSzDnue/FQPTc9J5cO2DRCRH0LBOQ2b0n4Gbo1uh53o4eTChc+5tGh/u+pCEjIRyiUmkKlNyVQG83Z1wcij+W+vu7MCbN4fy9shQ3J3s2Xo8nmve3cjq/batZPT7sTjmbMr9Ju+1GzrgXcQ9YV5ujswe1ZXHw1thZ4JF208z4sPNnIwr/ObXmmztwRjOJWdS392J/m0uXkTl4QEtcHOyZ/epBH7eU76lkEVEiuuW1rmFLX489iPJWcml7ievkMWwkGE42ZfsHuKBTQYCuaXhy3v52NIjS9kXt486jnV4+LKH8z3n4+rD3PC5tKzXktj0WO5ecTd/n6/cYkPbo/5JrvxLdr9VnrCAMOxN9hxLPMbZlLPWmauybiCc58JlgWaLmSc3PMlf5/7C08mTDwd8iI+rz0XPH9F8BC3rtSQpK4kZu2aUS0wiVZmSqyrk+s6N+PGh3nRo6MX5tGzGfrad55btIzOn8meBUjJzeOyb3RgGjOwadMlEwc7OxAP9mrPgnjDquzuxPzKJa9/fxMp9tStpWPhH7jeGN3ZpdMkEu4GHC+N6NwPg9RUHycqxVHh8IiL/1dWvKyFeIaTnpLPs6LJS9RGdGs2G0xuAi+9tVZTLGlyGt4s3SVlJ/BH5R6liKExSVhLv7nwXgPGh4wtNBLxdvJl79VzaeLchPiOee1bcw8H4yrkfNtuSzZ8xuUW6SlrMIo+nk6d1Nu63s7+V2wbCeS7cSPj1P15n7am1ONk58f5V79PMq9klz7e3s+eJbk8A8M3f33Dk/JFyiUukqlJyVcUE+7izeHxPxl4RDMC8zScY8eFmjp1LqdQ4XvpxP6fPp9OonivPXNum2Of1au7DTw/1pkuTeiRn5HDvgh1s+PtcBUZafhZtP8WwDzax8XDp4o1KzGDdoRig8EIWhRl3ZTN86jhxMi6Nr7bpfjURqXwmk4mRrXM3FV54aGGplinnFbLo4telWP/g/i97O3vrUsKVJ8tvaeBHuz4iPiOeZl7NuLXNrUW2q+tSl9lXz6Z9/fYkZCZwz4p72Be3r9ziKMqBuAOk5aTh5exFi3otSt1Pr8DcpYGbTm+yLgss6x5XeYI8grA32ZOWk8aXB78E4JXer3CZ32XF7qN7QHf6N+6P2TDz+h+vaym81GhKrqogJwc7nrm2LZ/e1Q1vdyf2nc2dBVr8z708FW3twWi+/uMUJhO8cVMoHi4lK7Hu7+XC1/dezvWdGwLwys8HqvReWBaLwevLDzLp27/463Qi4z/fyeHoki+N+XbHKSwGdG/qTYhvnWKdU8fZgYcHtATgvTWHSc5QNSURqXxDmw3FzcGN44nH2Ra1rUTnmi3mUhWy+K+8pYFrI9aSY8kpdT95jpw/wlcHvwLgie5P4Gh38bHMy9mLj6/+mFDfUJKykhi3Yhx/nfurzHFcTF4J9i4NupTqfqs8efddbTi9gSxLVm4ZdveylWHP42jvSMM6Da2/P9b1McKbhl/kjMI92vVRHO0c2RK5xTrLKVITKbmqwvq1bsAvD/emR7P6pGWZefSb3UxcuIv0rIpbJng+NYsnFu8B4J5ewVzerH6p+nG0t2Pq0LZ4uDhwMCqZ73efKc8wy01mjplHFu7iw/W5NzE3rOtKSmYOYz/bTkJa8UsCWywGC/+pEjiymLNWeW7pFkQzH3fiUrP4eIN2sheRylfHqQ5DQ4YCJS9ssfnsZiJTI/F08rQmSKXR1b8rdZ3rcj7zPDujd5a6HwDDMHj1j1cxG2b6N+5Pz8CexTrPw8mDWQNncVmDy0jOTubeVfeyNXIrFqNilm3nFbMoaQn2/2pbvy31nOuRY+QmpY08GpVLGfY87XzaAXBb69sY1XZUqfoI8gjizrZ3Av+UZi/HjatFqhIlV1Wcn6cLn48N47GrW2JvZ2LJn2e4edaWCqkmaBgGzyzdy7nkTJo3qMNj4a3K1F9dNyfG980tK/vGir9tcu/YxSSkZXHnnG0s230WBzsTb9wUyrIJvWhUz5WTcWk88OVOcszFG1A3H43jVHw6Hi4OXNOhZN8WOtrb8fg/7/WcjceJScoo8bWIiJTVyFa5SwPXRqwlKrX498t++/e/hSyc7Z1L/fqOdo70C+oHlH1p4OqI1WyN3IqzvTOPdX2sROe6O7rz0YCP6ObfjdTsVMauHEuPL3tw+8+389zm5/jiwBdsi9xGfEbZ9qbMseRYk8jSFrPIY2eyo0dgD+vv5bUkMM9T3Z/i44Ef80T3JwpUDS6JcR3GUd+lPieTTlqXGIrUNEquqgF7OxMTrmrBl2PD8HZ3Ys+ZRIZ98Bs7I86X6+ss232Wn/ZE4mBn4u2bO+HiaF/mPsf0DMbP05kzCel8/nvVuacoIi6NER9tZtuJeDycHZh/d3du7NKI+nWcmT2qK25O9vx2JI6XfjpQrP6+/md/r+GdGuLqVPL3bVB7fzo3rkt6tpm3Vx8u8fkiImXVol4Luvh1wWyYWXx4cZHtzBYz+2L3MWfPHMauGMu6U+sAuKFFyQtZ/FfezNeaiDWlni1Kz0ln+h/TARjTfgyNPBqVuA83Rzdm9J/BoKaDcLRzJC0njb/O/cXiw4t5ddur3LPyHvos7EPfhX0Zt3Icr217je8Of8exxOKvPjgYf5C0nDQ8nTxpWa9liWP8r7ylgVB+e1zlqetSlx6BPcq0dBFyZ0gfuuwhAGbtnlXmBFWkKlJyVY2ENavP9w/0orW/B+eSM7nl499ZsrN87sOKSsxgyve5N+8+eFULOjTyKpd+XZ3s+d8/9xR9sPYwSVXgnqI/I85z/Ye/cexcKg3ruvLt+J70av5vBak2AZ68PbITkFtQ5FKFJuJTs1i5L7dsfkmXBOYxmUw8dU1u4ZCFf0RwJKb05ZBFREorryz7t39/m2/Z1unk03z797c8uv5R+izqwy0/3cK7O99la9RWDAyGhQyjeb3mZX79ywMux8PRg9j0WHbF7CpVH5/u/ZTI1EgC3AO4u/3dpY7F1cGV6X2ms/X2rSy9binT+0zn3o730i+oH0EeQZgwEZcRx++Rv/P5gc+ZsnkK1y29jkfWPVKsDZmt91v5le1+qzwXLn0s75mr8nRdyHW08W5DcnYyM/5UaXapecpvQa5UiiBvNxaP78kjC3exan80Exft5lB0MpPCW2NvV7qpesMweGLxXySmZ9OxkRf39yvZDvGXcmOXRszeeIyj51KZveEYj15dtuWGZbF8bxSPLPyTjGwL7Rt68snobjTwdCnQLrydP48ObMmbq/5myvd7CfGtQ/dg70L7XLLzNFnm3P7aNyx9UtqtqTcD2vix+kA0r/x8kE/uKtsafBGRkuof1B8fVx9i02N5/8/3Sc1OZUvkFmsFujzuju508+9Gj4AeXB54OcGeweXy+o72jvQN6ssPx35g1clVJapIB3Am5Qyf7P0EyC284OrgWvaY7BwJqRtCSN0QBjUdZD2elp3G0YSjHEk4wt/n/+bv83/zR9QfrIlYw5qINVzd5GrGh44vMum8cPPg8uDj6kMn307sOreLdvXblUufFcHezp5J3SYxZsUYvj38LTe3uplW3rb7d4FIedPMVTXk7uzArDu6MKFf7gf2rF+PMe6z7aWqNJeQlsWbK//m17/P4exgx1s3h+JoX77/WTjY2/F4eGvAtvcUzd10nPFf7CAj20K/Vr4svLdHoYlVnglXNWdIxwCyzQb3fb6D0+fTCrQxDMO6t9Ut3cr+TeHka1rjYGdi7cEY1h607SbSIlL7ONo7Wpf3fbrvUxb9vYhTyadwMDlwWYPLuD/0fhYMXsDGWzby/lXvc1ub22jm1axM9+H8V97SwFUnV5V4aeAbf7xBpjmT7v7dy1RcozjcHN3o4NuB61tczxPdn2Bu+FyWXrfUmoCtPLmSEctGMGnDpALLBS+836qsxSwu9GbfN5l79VzrvldVVVf/rgxsMhCLYWH6H9NVml1qFCVX1ZSdnYnHwlvx3q2dcXawY+3BGEZ8uJmIuIIJwH9l5VhYtT+a8Z/voPvLa/hgXe6GfpMGtaZ5A48KiTe8nZ/1nqL31lbuPUVmi8Fzy/bx4o/7MQy4Pawxs0d1xd354hO3JpOJN24MpV2gJ/GpWYydv53UzPzlgXdGJHA4JgUXRzuGdQosc6whvnW4+589zl74YX+VKwIiIjXfLa1vIcQrhGZezbi9ze28f9X7bLxlI/MHz2d8p/F0atDpkmXNy6Jnw564ObgRnRbN3ti9xT5vy9ktrI5Yjb3Jnie7P1muCV9xNavbjOl9prN42GIGNhmIgcEvx3/h+u+v56mNT1k3+D0Uf4iU7BQ8HD3K5X6rPA3cGtA9oHu59VeRHu36KE52TmyN2srnBz63dTgi5UbJVTU3LDSQb+7rgZ+nM4djUhg2YxObj8YWaGcYBn+dTuC5Zfu4fNoaxn22nV/2RpFlttAmwJMXh7dnTM+mFRanyWTiyUG5s1dfbTtVaZsip2eZue/zHczbfAKAyYNb89Lw9jgUc3bO1cme2aO64lPHiYNRyUxctCvfnl0L/ylkMaRDIJ4l3A+sKA9e1RxfD2dOxKUxd9PxculTRKS4fFx9WDp8Kd8P/54nuz9J36C+1HEq3t595cHZ3pk+jfoAubNXxZFtyebVba8CuclhWTbkLQ8t67Xkrb5v8c3Qb+gX1A+LYeGHYz8wbOkwnv3tWX489iOQe7+VvV3Zi0dVRw3rNOTejvcC8Pofr/PattcwW/SFolR/JkNzsQUkJSXh5eVFYmIinp6etg6nWKKTMrh3wQ52n0rAwc7E1GHtuPPyJpxNSGfprjMs2XmGIzH/JjS+Hs4M7xTI9Z0b0Taw8q7x7nl/sPZgDEM6BDDj9pKtpS+pxLRs7p7/BztOnsfpnyWP13Ys3ezSjpPx3PrxVrLMFh7u34L/DWxJckY23V9eQ3q2mW/u60G3poXfk1UaS3aeZuKi3bg52bP20b74exW9fFGkJqmOn7+VpTa9N6tOrmLi+omYMOHl7EVd57q5D5e6//58wWNP7B7m7p1LPed6/DjiRzydqtb7sy92HzN2zWDjmY35jj/W9TFGtxtto6hszzAM5u6dy7s73wWgT6M+vH7l67g5utk4MpH8SvL5q+SqENV1AMvINvPk4r9YuussAK39PTgUnUze37CLox3h7fwZcVkjeoXUL/bsTXk6GJXE4Hc3Yhjw/QO9CA2qWyGvE5Ocwai52zgYlYyniwOf3NWNrmVMfhZtP8Wkb/8CYMZtl5GYns1T3+0hxNed1RP7lOsSFMMwuOGjzeyMSGBYaCDv3dq53PoWqcqq6+dvZahN7016Tjo3/XATJ5NOlui853o8xw0ty14SvqLsPrebD3d9yOazmzFh4tth35brssDqasWJFTy96WkyzZm09m7N+1e9j7+7v63DErFSclVG1XkAMwyDj349yvQVh6xJ1eXNvBlxWSMGt/fHo5yWrpXFo4t2s3jnaXo0q8+X48LKfV38qfg07py7lRNxafh6OLPgnu609i+fv8cXf9zP3E3HcXG0w8/ThZNxaTx9TRvGXdmsXPq/0N4ziQz9YBOGAQvvvZywZvXL/TVEqprq/Plb0Wrbe2O2mDmfeZ7zGedJyEwgMTOR85nnScxMJCEjwfpz3p9t67fl1d6vlktZ84q259weMswZ5VrMorr769xfPLj2QeIz4mng2oAP+n9Am/ptbB2WCFAJydWpU6cwmUw0apS7Md+2bdv48ssvadu2Lffee2/poq5CasIAtvlILPsjkxjU3p9G9arW9Prp82lc9cavZJktzL+7O31a+pZb34ejk7lz7jaikjII8nbl83vCaFLfvdz6zzFbuHv+djb8fQ4AR3sTWyb3x6eOc7m9xoUmL9nDV9siaO3vwY8PXmGT2UaRylQTPn8rit4bqenOpJzhgdUPcDTxKK4Orrx+5ev0Depr67BESvT5W6p/qd12222sW5e7I3tUVBQDBw5k27ZtPP3007zwwgul6VLKWc/mPozt3azKJVYAjeq5MapHEwBe/eVgvgIRZbH7VAI3z9pCVFIGLRrU4Zv/61muiRXklpV//9bONPPJ7XdgW78KS6wAHg9vhZerIwejkvnyEpsZi4iIVGcN6zRkwTUL6BHQg/ScdB5a+xAL9i9QqXapVkqVXO3du5fu3XNLfS5atIj27duzefNmvvjiC+bNm1ee8UkN9UC/5ng4O3AgMokf/jpb5v62HI3jttm/cz4tm9Cguiz6vx4VVgTCy9WR+Xd3594rm/H0kLYV8hp5vN2dePTq3PX4b678m/jUrAp9PREREVvycPJgxoAZ3NTyJgwMXv/jdV7e+jI5lpxLnyxSBZQqucrOzsbZOffb+tWrVzNs2DAAWrduTWRkZPlFJzVWPXcn7usbAsD0FYfKtJ/Tqv3RjP50G6lZZnqG1OeLsWHUc3cqr1ALFeTtxlPXtKFhXdcKfR2A27o3prW/B4np2byx8lCFv56IiIgtOdo58uzlz/JY18cwYWLhoYVMWDuBlKzK2cZFpCxKlVy1a9eOmTNnsnHjRlatWsWgQbm7kZ89e5b69Ut+0/2MGTNo2rQpLi4uhIWFsW3btiLb9u3bF5PJVOAxZMgQa5u77rqrwPN5MUrVcXevYBp4OHP6fDpfbi3dkrfv/jzNfZ/vICvHwtVt/fjkrm7UucTmwNWNg70dzw9rB8BX2yLYeybRxhGJiIhULJPJxOh2o3m739u4Orjy25nfGLV8FLHpBffyFKlKSpVcvfbaa8yaNYu+ffty6623EhoaCsCyZcusywWLa+HChUycOJGpU6eyc+dOQkNDCQ8PJyYmptD2S5YsITIy0vrYu3cv9vb23HTTTfnaDRo0KF+7r776qjSXKhXI1cmeRwbkLnl7f+0RkjOyS3T+/M0n+N/C3ZgtBiMua8iHt1+Gi2PN3IwxrFl9hoUGYhgwddk+rT8XEZFaoX/j/nw66FN8XH04fP4wM3fPtHVIIhdVquSqb9++xMbGEhsbyyeffGI9fu+99zJzZsn+o3/rrbcYN24cY8aMoW3btsycORM3N7d8/V7I29sbf39/62PVqlW4ubkVSK6cnZ3ztatXr17JL1Qq3M1dG9HMx5341CxmbzxerHMMw+C9NYeZumwfAHf1bMobN4bW+Ep6k69pjaujPTtOnue7P8/YOhwREZFK0a5+O17u9TIAy08sJ8us+4+l6irV+qn09HQMw7AmLCdPnuS7776jTZs2hIeHF7ufrKwsduzYweTJk63H7OzsGDBgAFu2bClWH3PnzuWWW27B3T1/Vbj169fToEED6tWrx1VXXcVLL71U5JLFzMxMMjMzrb8nJSUV+xqkbBzs7Xg8vBXjv9jJ7A3HOBCZRGaOhcxsc+6fORYyc8xkZl/wc46FrBwLAI8MaMHD/VuU+15ZVVGAlysTrmrO9BWHmPbLQa5u51/jlkCKyL80Non8KywgjAZuDYhJi2HD6Q0MaDLA1iGJFKpUX/Vfd911fPbZZwAkJCQQFhbGm2++yfDhw/noo4+K3U9sbCxmsxk/P798x/38/IiKirrk+du2bWPv3r2MHTs23/FBgwbx2WefsWbNGl577TV+/fVXBg8ejNlceNGEadOm4eXlZX0EBQUV+xqk7Aa196dTUF3Ss82s2h/Nhr/PsfV4PLtOJXAgMolj51I5k5BObEomyRk5ZOVYcLK3Y+rQtjwyoGWtSKzyjO0dTNP6bpxLzuT9NYcv2d4wDI7EJDNn4zEe/OpPPttygmyzpRIiFZGy0tgk8i97O3uubXYtAMuOLrNxNCJFK9Umwj4+Pvz666+0a9eOOXPm8P777/Pnn3+yePFipkyZwoEDB4rVz9mzZ2nYsCGbN2+mR48e1uOTJk3i119/ZevWrRc9///+7//YsmULf/3110XbHTt2jJCQEFavXk3//v0LPF/Yt4NBQUHaqLESRSdlsHJ/NPYmE84Odjg72uHsYJ/7s4Mdzo75f/Zyday1szZrD0Zz97ztONqbWP7IlYT41sn3fHJGNr8diePXv8+x4e9znElIz/d8iwZ1mDq0HVe08KnMsEWKRRvl/ktjk0h+RxOOMvz74TiYHFhz8xq8XbxtHZLUEiUZm0r1r9O0tDQ8PDwAWLlyJSNGjMDOzo7LL7+ckydPFrsfHx8f7O3tiY6Oznc8Ojoaf3//i56bmprK119/XaxNi5s1a4aPjw9HjhwpNLlydna2lpYX2/DzdOHOy5vYOoxq4arWflzVugFrD8bw/A/7mT+mGwcik1n/dwy/HjrHjpPnyblgY2YnBzvCgr1pG+jJoj9OcTgmhTvmbuXqtn48M6QtjetXvY2mRURjk8h/hdQNoV39duyL28cvx3/h9ja32zokkQJKlVw1b96cpUuXcv3117NixQr+97//ARATE1Oib9OcnJzo0qULa9asYfjw4QBYLBbWrFnDhAkTLnruN998Q2ZmJnfcccclX+f06dPExcUREBBQ7NhEqrIp17Zl0+FYNvx9ji4vrS6wuXCwjzt9WvrSp5UvlwfXx9Upt4ri/X2a8/bqv1nw+0lW7o9m/d/nGNc7mPv7Nse9ls4EiohI9TE0ZCj74vax7OgyJVdSJZXqnqspU6bw2GOP0bRpU7p3725d0rdy5Uo6d+5cor4mTpzI7NmzmT9/PgcOHGD8+PGkpqYyZswYAEaNGpWv4EWeuXPnMnz48AJFKlJSUnj88cf5/fffOXHiBGvWrOG6666jefPmJSq2IVKVNfVxZ2zvYADiU7NwdbSnf+sGvHhdO359vC/rHuvLc8Pa0a9VA2tiBeDl5shzw9rxy8O9uaK5D1k5FmasO8pVb67nuz9Pq8S7iIhUadcEX4ODyYH9cfs5cv6IrcMRKaBUX1XfeOONXHHFFURGRlr3uALo378/119/fYn6GjlyJOfOnWPKlClERUXRqVMnli9fbi1yERERgZ1d/hzw0KFDbNq0iZUrVxboz97enr/++ov58+eTkJBAYGAgV199NS+++KKWV0iN8r+BLWnq407Duq50bVoPZ4fi7/HV0s+DBfd0Z+X+aF76aT+n4tP538LdLNhykueGtaNjo7oVF7iIiEgp1XOpR+9GvVl3ah3Lji1jYpeJtg5JJJ9SFbS40OnTpwFo1KhRuQRUFeiGaqlNMrLNzN10nA/WHiE924zJBDd1acSTg9vg7e5k6/CkltHnb9H03ojkWnNyDY+sf4QGrg1YeeNK7O2K/+WiSGmU5PO3VMsCLRYLL7zwAl5eXjRp0oQmTZpQt25dXnzxRSwWlXkWqU5cHO15oF9z1j3Wl+GdAjEMWLT9NBO+3Gnr0ERERAro3ag3Xs5exKTHsDXy4pWlRSpbqZKrp59+mg8++IBXX32VP//8kz///JNXXnmF999/n2effba8YxSRSuDv5cI7t3Tmm/t64GBnYvPROPadTbR1WCIiIvk42TsxuOlgAL4/+r2NoxHJr1TJ1fz585kzZw7jx4+nY8eOdOzYkfvvv5/Zs2czb968cg5RRCpTt6beDGqfuxXCgi3F31pBRESksgwLGQbA2oi1pGSl2DgakX+VKrmKj4+ndevWBY63bt2a+Pj4MgclIrY1umdTAJbuOkNCWtbFG4uIiFSy9j7tCfYKJsOcwaqTq2wdjohVqZKr0NBQPvjggwLHP/jgAzp27FjmoETEtro2qUebAE8ysi18s/20rcMRERHJx2QyWWevlh1dZuNoRP5VquTq9ddf55NPPqFt27bcc8893HPPPbRt25Z58+bxxhtvlHeMIlLJTCYTo3s0AWDB7ycxW7T/lYiIVC3XNrsWEya2R2/ndLK+CJSqoVTJVZ8+ffj777+5/vrrSUhIICEhgREjRrBv3z4WLFhQ3jGKiA1c16khXq6ORMSn8evfMbYOR0REJB9/d3+6B3QH4MdjP9o4GpFcpUquAAIDA3n55ZdZvHgxixcv5qWXXuL8+fPMnTu3POMTERtxdbJnZLcgAOZvVmELERGpeq4LuQ6AH47+QBm3bhUpF6VOrkSk5rsjrAkmE/z69zmOx6baOhwREZF8+jfuj6uDKxHJEew+t9vW4YgouRKRojWu78ZVrRoAKssuIiJVj5ujGwObDARKt+dVclYyvxz/hfSc9PIOTWopJVciclGj/inL/s2OU6Rm5tg2GBERkf/IWxq44vgKMs2ZxT4vKjWKUb+MYtKGSUz9bWpFhSe1jENJGo8YMeKizyckJJQlFhGpgno39yHYx53jsaks3XWG28Oa2DokERERq67+XQlwDyAyNZJ1p9YxqOmgS55zKP4Q96++n5j03IJNy08s5/5O99PUq2kFRys1XYlmrry8vC76aNKkCaNGjaqoWEXEBuzsTNx5eW5C9dnmk7phWEREqhQ7kx3XNrsWgGVHLr3n1dbIrdy1/C5i0mMI8Qqhq19XDAzm7lVRNim7Es1cffrppxUVh4hUYTd0acQbKw9xKDqZrcfjubxZfVuHJCIiYjU0ZCiz98xm89nNxKbH4uPqU2i7n479xDO/PUOOJYcufl14t9+7nEg6wR0/38GPR39kfOh4AusEVnL0UpPonisRuSQvV0eu79wQgPmbT9g2GBERkf8I9gqmo29HzIaZn479VOB5wzCYu2cuT258khxLDuFNw5k1cBZezl6E+oYS5h9GjpHDp3s1kSBlo+RKRIplVI+mAKzcH83ZBFVVEhGRqmVYs2FA7p5XFzJbzLyy9RXe2fkOAHe2vZPXr3wdZ3tna5txHccBsOTwEmLTYysnYKmRlFyJSLG08vfg8mbemC0GX26NsHU4IiIi+QwKHoSjnSOHzh/iUPwhADJyMnj010f5+tDXmDDxeNfHmdRtEnam/P8E7u7fnY6+HcmyZPHZ/s9sEb7UEEquRKTYRv8ze/XVtggyc8y2DUZEROQCXs5e9A3qC8Cyo8tIyEhg7MqxrIlYg6OdI9P7TGdUu8ILr5lMJsZ1yJ29WnhwIYmZiZUVttQwSq5EpNgGtvUjwMuFuNQsft4TWaJz1xyIpv+b6+n3xnqeXPwX3/15WssLRUSkXA0LyV0a+OOxH7nzlzvZfW43Hk4efDzwY8Kbhl/03D6N+tCyXkvSctL48sCXlRGu1EAlqhYoIrWbg70dt4c15o2VfzN/80mu79zokuekZ5l5+ef9fP77v0sJj8em8vUfpwBo7O1GWLA3Yc3qExbsTZC3W4XFLyIiNVuvhr3wdvEmPiOe+Ix4/N39+aj/RzSv1/yS5+bNXj2+4XE+P/A5o9qNwt3RvRKilppEyZWIlMgt3Rvz3poj7DqVwO5TCYQG1S2y7d4ziTz89Z8cPZcKwNgrgukRUp+tx+PZeiyOvWeTiIhPIyI+jW92nAagYV1Xwpp5c3lwfa5u50ddN6fKuCwREakBHO0cGdpsKPP3z6dlvZZ8NOAjGrg1KPb5A5sMpIlnE04mneSbQ99wV/u7Ki5YqZFMhnYELSApKQkvLy8SExPx9PS0dTgiVc7/Fu7iuz/PcMNljXjz5tACz1ssBnM2HWP6ikNkmw0aeDjz5s2h9G7hm69dSmYO20/E8/uxeLYej2PP6URyLP9+JAV6ubB0Qi8aeLhU+DVJ1aDP36LpvREpnrTsNH47+xu9Anvh5ljy1RDfHf6OKZun4OPqw/IbluerKii1U0k+f6vEPVczZsygadOmuLi4EBYWxrZt24psO2/ePEwmU76Hi0v+f3gZhsGUKVMICAjA1dWVAQMGcPjw4Yq+DJFaY3TPpgD88NdZ4lIy8z0XmZjOHXO38srPB8k2G4S382P5I1cWSKwA6jg70LdVA54c3Jrv7u/FX89dzYJ7ujOhX3Ma1nXlbGIG9y3YoeIZIiJSbG6ObgxsMrBUiRXAtc2uxd/dn9j0WL47/F05Ryc1nc2Tq4ULFzJx4kSmTp3Kzp07CQ0NJTw8nJiYmCLP8fT0JDIy0vo4efJkvudff/113nvvPWbOnMnWrVtxd3cnPDycjIyMir4ckVqhU1BdQht5kZVjYeH2U9bjP++JZNA7G9l8NA5XR3teHdGBmXd0wdu9eEv73Jwc6N3Cl8fCW/H52DC8XB3ZGZHA5CV70CS7iIhUBkd7R8a0GwPAp3s/JduSXeI+TiWf4tVtr3Ig7kB5hydVnM2Tq7feeotx48YxZswY2rZty8yZM3Fzc+OTTz4p8hyTyYS/v7/14efnZ33OMAzeeecdnnnmGa677jo6duzIZ599xtmzZ1m6dGklXJFI7ZC3qfAXv0eQmJ7N49/s5v4vdpKYnk3HRl789NAV3NK9MSaTqVT9B/u4M+O2y7C3M7Fk5xlmbzxWjtGLiIgUbUSLEXi7eHM29Sw/H/u5ROduj9rObT/dxhcHvuB/6/9HljmrgqKUqsimyVVWVhY7duxgwIAB1mN2dnYMGDCALVu2FHleSkoKTZo0ISgoiOuuu459+/ZZnzt+/DhRUVH5+vTy8iIsLKzIPjMzM0lKSsr3EJGLG9IxAG93J84kpNNn+jq+2XEakwke6BfC4vE9aeZbp8yvcUULH54d0gaAab8cZN3Bome0RWoajU0ituPi4MKotrl7Ys3ZMwezpXjL0787/B3jVo0jITMBgDMpZ/jq4FcVFaZUQTZNrmJjYzGbzflmngD8/PyIiooq9JxWrVrxySef8P333/P5559jsVjo2bMnp0/nVhrLO68kfU6bNg0vLy/rIygoqKyXJlLjuTjac0u33P9XEtKyaVjXla/HXc7j4a1xtC+/j5bRPZtya/cgDAMe+upPjsQkl1vfIlWZxiYR2xrZaiQeTh6cSDrB6ojVF21rtph5c/ubTNk8hRxLDoOaDuLpsKcBmPXXLBIyEiohYqkKbL4ssKR69OjBqFGj6NSpE3369GHJkiX4+voya9asUvc5efJkEhMTrY9Tp05d+iQRYUyvYLo2qcfNXRvx88O9CWtWv9xfw2Qy8fyw9nQP9iY5M4d75m/nfKqWWEjNp7FJxLbqONXh9ja3AzD7r9lF3vubmp3KI+seYd6+eQCMDx3P61e+zk0tb6JlvZYkZyUz66/S/ztVqhebJlc+Pj7Y29sTHR2d73h0dDT+/v7F6sPR0ZHOnTtz5MgRAOt5JenT2dkZT0/PfA8RuTRfD2e+Hd+T128MxcvVscJex8nBjpl3dKFRPVdOxqXxwJc7yTZbKuz1RKoCjU0itnd769txdXDl0PlDbDyzscDzZ1POcucvd7L+9Hqc7Z15/crXub/T/ZhMJuzt7Hm066MAfH3oayKSIio7fLEBmyZXTk5OdOnShTVr1liPWSwW1qxZQ48ePYrVh9lsZs+ePQQEBAAQHByMv79/vj6TkpLYunVrsfsUkarH292JOaO74u5kz+ajcbz4435bhyQiIjVcXZe63NzyZqDg7NWumF3c+tOtHD5/GB9XHz4N/5TBwYPznd8zsCe9GvYix5LDOzvfqczQxUZsvixw4sSJzJ49m/nz53PgwAHGjx9PamoqY8bklsAcNWoUkydPtrZ/4YUXWLlyJceOHWPnzp3ccccdnDx5krFjxwK5S4geeeQRXnrpJZYtW8aePXsYNWoUgYGBDB8+3BaXKCLlpLW/J2+P7ITJBJ9tOckXW09e+iQREZEyGN1uNE52Tuw6t4vt0dsB+OHoD9y94m7iM+Jp7d2ar4Z8RQffDoWe/2iXR7Ez2bHq5Cp2xeyqxMjFFhxsHcDIkSM5d+4cU6ZMISoqik6dOrF8+XJrQYqIiAjs7P7NAc+fP8+4ceOIioqiXr16dOnShc2bN9O2bVtrm0mTJpGamsq9995LQkICV1xxBcuXLy+w2bCIVD9Xt/PnsatbMX3FIaZ+v49mPnXoEVL+93qJiIgA+Lr5cn2L61l4aCGz/prFlrNbmL1nNgBXBV3FtN7TLrphcYt6Lbi++fUsPryY6dun8/ngz0u9TYlUfSZDO3MWkJSUhJeXF4mJiVrjLlIFGYbBIwt38f2us9R1c2TZA1fQuH7RA5tUH/r8LZreGxHbOZNyhiFLhmA2/i3JPrbDWB7s/CB2pksvBDuXdo4h3w0hPSedN/q8QXjT8IoMV8pZST5/bb4sUESkpEwmE6/d0JHQRl4kpGUz9rM/SM7ItnVYIiJSQzWs05AhzYYA4GjnyMtXvMzDlz1crMQKcme/xrTLveXlnR3vaGPhGkzJlYhUSy6O9sy6sysNPJz5OzqFO+duY93BGCwWTcaLiEj5e7zr49zT/h7mDZrHsJBhJT5/dLvR+Lr6cjrlNF8f/LoCIpSqQMmViFRb/l4uzB7VFVdHe3adSmDMvD+46s31fLLpOEmayRIRkXJU16Uuj3R5hI6+HUt1vpujGxM6TwByNxZOzEwsz/CkilByJSLVWmhQXVb+70rGXhGMh4sDJ+LSeOHH/Vz+yhqeXbqXIzHJtg5RREQEgOtCrqN53eYkZSXx8V8f2zocqQBKrkSk2gvyduOZa9vy++T+vDS8PS0a1CEty8yC308y4K0N3Dl3K6v3R2PWkkEREbEhezt7Huv6GABfHvySU8mnbByRlDclVyJSY7g7O3DH5U1Y+b8r+XJsGFe39cPOBBsPxzL2s+30fWMdszccIzFdSwZFRMQ2ejXsRc/AnuRYcnh357u2DkfKmZIrEalxTCYTPZv78PGorvz6eD/+78pmeLk6cio+nZd/PsD1H/5GZo750h2JiIhUgIldJmLCxIoTK7SxcA2j5EpEarQgbzcmX9OG3yf359URHajv7sSxc6ks3nHG1qGJiEgt1cq7FcObDwfgze1vom1naw4lVyJSK7g62XNL98Y80K85ADN/PUqO2WLjqEREpLZ6oNMDuDq4suvcLlZHrLZ1OFJOlFyJSK1ya/fG1Hd3IiI+jR/+OmvrcEREpJbyc/djdLvRQO7Gwtlm3Q9cEyi5EpFaxdXJnruvCAbgw3VHtemwiIjYzJh2Y6jvUp+I5Ag+P/C5rcORcqDkSkRqnTt7NMHDxYHDMSms3B9l63BERKSWcnN048HODwLw9o63+enYTzaOSMpKyZWI1DqeLo7c1bMpAB+sO6IbiUVExGZGtBjBTS1vwsDg6U1Ps+rkKluHJGWg5EpEaqUxvYJxdbRn75kkfv37nK3DERGRWspkMvHM5c8wLGQYZsPMpA2T+PXUr7YOS0pJyZWI1Ere7k7cHtYYgBnrjtg4GhERqc3sTHa80PMFBjcdTI4lh/+t/x+bz262dVhSCkquRKTWGndlM5zs7fjjxHm2HouzdTgiIlKL2dvZ83Lvl+nfuD/ZlmweXvswf0T9YeuwpISUXIlIreXn6cKNXRsBufdeiYiI2JKjnSOvX/k6vRv2JsOcwYQ1E9gVs8vWYUkJKLkSkVptfJ8Q7O1MbDwcy+5TCbYOR0REajkneyfe7vc2YQFhpOWkMX71ePbF7bN1WFJMSq5EpFYL8nbjutBAQPdeiYhI1eBs78x7/d7jsgaXkZKdwv+t+j8OxR+ydVhSDEquRKTWu79fCCYTrNwfzaGoZFuHIyIigpujGx8O+JCOPh1JzEzk3lX3cizhmK3DkktQciUitV7zBh4MaucPwIfrNXslIiJVg7ujOx8N/Ig23m2Iz4hn7MqxRCRF2DosuQglVyIiwAP9mgPww+6znIhNtXE0IiIiuTydPPl44Mc0r9ucc+nnGLtyLGdTzto6LCmCkisREaB9Qy/6tvLFYsDMX4/aOhwRERGrui51mX31bJp6NiUyNZL/W/V/JGYm2josKUSVSK5mzJhB06ZNcXFxISwsjG3bthXZdvbs2fTu3Zt69epRr149BgwYUKD9XXfdhclkyvcYNGhQRV+GiFRzE/6ZvVq88zRnE9JtHI2IiMi/fFx9mHP1HPzd/TmRdIKJ6yeSbc62dVjyHzZPrhYuXMjEiROZOnUqO3fuJDQ0lPDwcGJiYgptv379em699VbWrVvHli1bCAoK4uqrr+bMmTP52g0aNIjIyEjr46uvvqqMyxGRaqxrU2/Cgr3JNht8vEE3DYuISNXi5+7HB1d9gJuDG9uitvHS1pcwDMPWYckFbJ5cvfXWW4wbN44xY8bQtm1bZs6ciZubG5988kmh7b/44gvuv/9+OnXqROvWrZkzZw4Wi4U1a9bka+fs7Iy/v7/1Ua9evcq4HBGp5iZclTt79fUfEcSmZNo4GhERkfxaebdiep/p2JnsWHJ4CZ/u+9TWIckFbJpcZWVlsWPHDgYMGGA9Zmdnx4ABA9iyZUux+khLSyM7Oxtvb+98x9evX0+DBg1o1aoV48ePJy4ursg+MjMzSUpKyvcQkdrpiuY+hDbyIiPbwtxNx20djtRiGptEpChXNrqSSd0mAfDOjndYfXK1jSOSPDZNrmJjYzGbzfj5+eU77ufnR1RUVLH6eOKJJwgMDMyXoA0aNIjPPvuMNWvW8Nprr/Hrr78yePBgzGZzoX1MmzYNLy8v6yMoKKj0FyUi1ZrJZLJWDlyw5SSJaVrPLrahsUlELub2Nrdza+tbMTCYvHEy+2L32TokoQosCyyLV199la+//prvvvsOFxcX6/FbbrmFYcOG0aFDB4YPH86PP/7IH3/8wfr16wvtZ/LkySQmJlofp06dqqQrEJGqaEAbP1r5eZCSmcP8LSdsHY7UUhqbRORSJnWbxBUNryDDnMGEtROISi3e5IRUHJsmVz4+Ptjb2xMdHZ3veHR0NP7+/hc994033uDVV19l5cqVdOzY8aJtmzVrho+PD0eOFL45qLOzM56envkeIlJ72dmZuL9fCABzNx0nMlGVA6XyaWwSkUtxsHNg+pXTaV63ObHpsUxYM4HUbO3VaEs2Ta6cnJzo0qVLvmIUecUpevToUeR5r7/+Oi+++CLLly+na9eul3yd06dPExcXR0BAQLnELSI137UdA2kX6EliejYPfLGTrByLrUMSEREpoI5THWb0n0F9l/ocOn+ISRsmYbYUfiuMVDybLwucOHEis2fPZv78+Rw4cIDx48eTmprKmDFjABg1ahSTJ0+2tn/ttdd49tln+eSTT2jatClRUVFERUWRkpICQEpKCo8//ji///47J06cYM2aNVx33XU0b96c8PBwm1yjiFQ/9nYmPrq9C54uDuyMSOCVnw/YOiQREZFCBdYJ5P2r3sfZ3pkNpzfwxvY3bB1SrWXz5GrkyJG88cYbTJkyhU6dOrFr1y6WL19uLXIRERFBZGSktf1HH31EVlYWN954IwEBAdbHG2/k/kdkb2/PX3/9xbBhw2jZsiX33HMPXbp0YePGjTg7O9vkGkWkempc3423bu4EwLzNJ1i2+6xtAxIRESlCB98OvHLFKwB8fuBzvj74tY0jqp1MhnYeKyApKQkvLy8SExO1xl1EmL7iIDPWHcXNyZ7vH+hFCz8PW4dUY+nzt2h6b0SkOObsmcO7O9/F3mTPB/0/4IqGV9g6pGqvJJ+/Np+5EhGp6iYObEWv5vVJyzLzf5/vICUzx9YhiYiIFOqe9vdwXch1mA0zj/36GJvPbCYjJ8PWYdUamrkqhL4dFJH/ik3J5Nr3NhGVlMGQDgF8cFtnTCaTrcOqcfT5WzS9NyJSXNnmbO5ddS/bo7cD4GByoHm95rSr3472Pu1p79Oe5nWb42DnYONIq4eSfP4quSqEBjARKczOiPOMnLWFbLPBs9e25Z4rgm0dUo2jz9+i6b0RkZJIzEzkla2v8Hvk78RnxBd43tnemTbebWjv0552Pu1oX789TTyb6IvDQii5KiMNYCJSlPmbTzB12T4c7Ex8de/ldGvqbeuQahR9/hZN742IlIZhGESlRrE3bi97Y/eyL3Yf++L2kZKdUqCtv7s/4U3CCW8aTnuf9kq0/qHkqow0gIlIUQzD4OGvd7Fs91kaeDjz00O98fVQJdLyos/foum9EZHyYjEsnEw6mZtsxe1jb+xeDsYfJNOcaW3TsE5Drm56NYOaDqKNd5tanWgpuSojDWAicjGpmTkMn/Ebh2NSuLyZN5/fE4aDveoDlQd9/hZN742IVKRMcyabzmxixfEVrD+9nvScdOtzjT0aE940d0arZb2WtS7RUnJVRhrARORSjsSkcN0Hm0jNMvN/fZoxeXAbW4dUI+jzt2h6b0SksqTnpLPpzCaWH1/OhtMbyDD/W22wqWdTwpuGM7z5cBp5NLJhlJVHyVUZaQATkeL4eU8k93+xE4CZd3RhUHt/G0dU/enzt2h6b0TEFtKy09hwegPLTyxn4+mNZFmyAHCxd+HRro8ystXIGj+TpX2uREQqwTUdAhj7T8XAx7/ZzfHYVBtHJCIiUr7cHN0YFDyId/q9w4ZbNvBq71e5rMFlZJgzeHnry4xfPZ7o1Ghbh1llKLkSESmDJwa3plvTeiRn5jD6k20s2XmarByLrcMSEREpd+6O7gxpNoRPB33Kk92fxNnemd/O/saIZSNYfny5rcOrEpRciYiUgaO9HTNuuwx/Txci4tOYuGg3vV5by/trDhOXknnpDkRERKoZO5Mdt7e5nUXXLqJt/bYkZSXx+IbHmbRhEomZibYOz6Z0z1UhtK5dRErqfGoWX26LYP7mE8Qk5yZVzg52XN+5IWN6BdPK38PGEVYP+vwtmt4bEamKsi3ZfPzXx8z+azZmw0wD1wa82OtFejbsWew+4tLj+D3yd7ZHb8fX1Zfb29yOl7NXBUZdMipoUUYawESktLJyLPy8J5K5m46z58y/3971buHD3b2C6dPSFzu7mn3jb1no87doem9EpCrbc24PT216ihNJJwC4pdUtTOw6EVcH1wJtM82Z7IzeyZbILWw5u4WD8QfzPV/HsQ53tbuLO9veiZujW2WEf1FKrspIA5iIlJVhGOw4eZ65m46zYl8Uln8+aZv5ujOmVzA3XNYQNycH2wZZBenzt2h6b0SkqkvPSeftHW/z1cGvgNyy7S9f8TIdfDrw9/m/2XJ2C1sit7Ajeke+DYsBWtVrRTf/bmyL2sbf5/8GwNvFm3EdxnFTq5twtneu9OvJo+SqjDSAiUh5OhWfxvzNJ1j4xymSM3MAqOfmyH19QhjVoymuTvY2jrDq0Odv0fTeiEh1sfnMZp7d/CwxaTHYm+zxcvYiPiM+X5sGrg24PPByegb2JCwgDB9XHwAshoXlx5czY9cMIpIjAPB39+f+0PsZGjIUB7vK/2JSyVUZaQATkYqQkpnDt9tP8enmE5yMSwPA18OZCf2ac0v3IJwdlGTp87doem9EpDpJzEzk5a0v88vxXwBwdXClq19XegT2oGdgT5p5Nbvo/ljZlmyWHlnKzN0ziUmLAXJnwiZ0nsDAJgOxM1VeXT4lV2WkAUxEKlKO2cJ3f57h3TWHOX0+HYCGdV15qH9zbrisEQ72tbeQqz5/i6b3RkSqoz3n9pBhziDUNxQne6cSn5+Rk8HCQwuZs2cOCZkJALTxbsNDlz1Er8BelbKBsZKrMtIAJiKVISvHwsLtp/hg7WGik3LXnjet78b/Brbk2o6B2NfCwhf6/C2a3hsRqc1SslL4bP9nzN83n7Sc3NUf3i7eOJj+WSZoyvvj37EzL/HKO/bddd/h7uhe4tdWclVGGsBEpDJlZJv5/PeTfLT+KHGpWQC09KvDxIGtCG/nVynfylUV+vwtmt4bERGIz4hn7p65fH3wa7IsWSU6d8utW6jjVKfEr6nkqow0gImILaRm5jBv8wlm/XqUpIzcwhcdGnrxQL8QejX3wcPF0cYRVjx9/hZN742IyL8SMhKITI0EwMDI9+c/vxQ41sa7DfZ2Jb+/WclVGWkAExFbSkzPZs7GY3yy6TipWWYA7EzQvqEXYcHehAXXp1uwN16uNS/Z0udv0fTeiIjYhpKrMtIAJiJVQVxKJh9vPMbyvVHW6oJ5TCZoG+BJWHB9wpp5ExbsTV23kt8oXNXo87doem9ERGyjJJ+/VaIk1YwZM2jatCkuLi6EhYWxbdu2i7b/5ptvaN26NS4uLnTo0IGff/453/OGYTBlyhQCAgJwdXVlwIABHD58uCIvQUSk3NWv48zkwW349fF+bJl8Fe+M7MSt3YNo5uOOYcC+s0l88ttx/m/BDjq9sIpB72zgycV/8dbKQ8zffIKf/opk67E4jsSkkJiWjb5LExERqViVvwvXfyxcuJCJEycyc+ZMwsLCeOeddwgPD+fQoUM0aNCgQPvNmzdz6623Mm3aNK699lq+/PJLhg8fzs6dO2nfvj0Ar7/+Ou+99x7z588nODiYZ599lvDwcPbv34+Li0tlX6KISJkFeLkyvHNDhnduCEBMUgZbj8ez9Xgcvx+L50hMCgejkjkYlVxkH472Juq7O+Pj4YRPHWfquTnh5mSPu7MDro72uDvb4+bkgJvTv3+6O9vj6uiAq5M9Tg52ONn/83Cww9HehL2dqVYV3BAREbkYmy8LDAsLo1u3bnzwwQcAWCwWgoKCePDBB3nyyScLtB85ciSpqan8+OOP1mOXX345nTp1YubMmRiGQWBgII8++iiPPfYYAImJifj5+TFv3jxuueWWS8akpRciUt3EpmSy7Xg8f0cnE5eSRWxKJrEpmcSlZHEuJZPkfwpklDeTif8kXLl/PjesLVe19itxf/r8LZreGxER2yjJ569NZ66ysrLYsWMHkydPth6zs7NjwIABbNmypdBztmzZwsSJE/MdCw8PZ+nSpQAcP36cqKgoBgwYYH3ey8uLsLAwtmzZUmhylZmZSWZmpvX3pKSkslyWiEil86njzDUdArimQ0Chz2dkm4lP/Tfpik3J4nxqFmlZZtKzzaRm5pCeZSY1K4e0LPMFjxxSM81kZJvJMlvIyrHk69cwIDPHQmaOBf79GC3QTkpOY5OISPVj0+QqNjYWs9mMn1/+bzf9/Pw4ePBgoedERUUV2j4qKsr6fN6xotr817Rp03j++edLdQ0iItWBi6M9gXVdCazrWqZ+DMMgx2KQlWMh+59kKy/pyjYb//xuJtin5PuISH4am0REqh+b33NVFUyePDnfbFhSUhJBQUE2jEhEpGoymUw42ptwtK8S9ZBqNI1NIiLVj02TKx8fH+zt7YmOjs53PDo6Gn9//0LP8ff3v2j7vD+jo6MJCAjI16ZTp06F9uns7Iyzs3NpL0NERKTcaWwSEal+bPrVo5OTE126dGHNmjXWYxaLhTVr1tCjR49Cz+nRo0e+9gCrVq2ytg8ODsbf3z9fm6SkJLZu3VpknyIiIiIiImVl82WBEydOZPTo0XTt2pXu3bvzzjvvkJqaypgxYwAYNWoUDRs2ZNq0aQA8/PDD9OnThzfffJMhQ4bw9ddfs337dj7++GMgd8nKI488wksvvUSLFi2spdgDAwMZPny4rS5TRERERERqOJsnVyNHjuTcuXNMmTKFqKgoOnXqxPLly60FKSIiIrCz+3eCrWfPnnz55Zc888wzPPXUU7Ro0YKlS5da97gCmDRpEqmpqdx7770kJCRwxRVXsHz5cu1xJSIiIiIiFcbm+1xVRdpLRETENvT5WzS9NyIitlGSz1+VexIRERERESkHNl8WWBXlTeZpw0YRkcqV97mrRRUFaWwSEbGNkoxNSq4KkZycDKD9REREbCQ5ORkvLy9bh1GlaGwSEbGt4oxNuueqEBaLhbNnz+Lh4YHJZAL+3bzx1KlTNW6tu66t+qrJ16drq57Kem2GYZCcnExgYGC+Ykaisakm0bVVXzX5+nRtRSvJ2KSZq0LY2dnRqFGjQp/z9PSscf/B5dG1VV81+fp0bdVTWa5NM1aF09hU8+jaqq+afH26tsIVd2zS14IiIiIiIiLlQMmViIiIiIhIOVByVUzOzs5MnToVZ2dnW4dS7nRt1VdNvj5dW/VUk6+tKqrJ77eurXqqydcGNfv6dG3lQwUtREREREREyoFmrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFyoORKRERERESkHCi5EhERERERKQdKrkRERERERMqBkisREREREZFy4GDrAKoii8XC2bNn8fDwwGQy2TocEZFawzAMkpOTCQwMxM5O3/9dSGOTiIhtlGRsUnJViLNnzxIUFGTrMEREaq1Tp07RqFEjW4dRpWhsEhGxreKMTUquCuHh4QHkvoGenp42jkZEpPZISkoiKCjI+jks/9LYJCJiGyUZm5RcFSJvuYWnp6cGMBERG9Cyt4I0NomI2FZxxiYtaBcRERERESkHSq5ERERERETKQZVPrjZs2MDQoUMJDAzEZDKxdOnSS56zfv16LrvsMpydnWnevDnz5s2r8DhFRERERKR2q/LJVWpqKqGhocyYMaNY7Y8fP86QIUPo168fu3bt4pFHHmHs2LGsWLGigiMVEREREZHarMoXtBg8eDCDBw8udvuZM2cSHBzMm2++CUCbNm3YtGkTb7/9NuHh4RUVpoiIiIiI1HJVPrkqqS1btjBgwIB8x8LDw3nkkUeKPCczM5PMzEzr70lJSRUVnohI+cnJgrgjcO4AxByEmP2QEmPrqHL1fxaCr7R1FNWaxiYRkcJlHj5M3Jy5ZJ08WaLzGs+dg527ewVFlavGJVdRUVH4+fnlO+bn50dSUhLp6em4uroWOGfatGk8//zzlRWiiEjJmHPg/PHc5CkviTp3MDexsuTYOrrCpcXbOoJqT2OTiEh+mceOEztjBkk//wyGUeLzDYulAqLKr8YlV6UxefJkJk6caP09b6MwERGbOr0dfn0Njq0Hc1bhbZw9wbc1NGgNDdqCVyMwVYHbaQMvs3UE1Z7GJhGRXFknTxL74Uck/vAD/JMgeVx9NZ5DhmBysC92P3YuLhUVolWNS678/f2Jjo7Odyw6OhpPT89CZ60AnJ2dcXZ2rozwREQu7eyfsG4aHL6gEI+jG/i2yk2gfP9JpBq0Bs+GoA13aySNTSJS22WdPk3sRx+RuPR7MJsBqHPVVfg+OAGXNm1sHF3halxy1aNHD37++ed8x1atWkWPHj1sFJGISDFF7YH1r8LBH3N/N9lD6K3Q80HwaQl2VWBGSkREpIJlnz1L7KyPSVi8GHJyl7+797kS3wkP4tqhvY2ju7gqn1ylpKRw5MgR6+/Hjx9n165deHt707hxYyZPnsyZM2f47LPPALjvvvv44IMPmDRpEnfffTdr165l0aJF/PTTT7a6BBGRi4s5AOunwf7v/zlggo43Q58noH6ITUMTERGpLNnR0cTN+piEb77ByM4GwL1XL3wfnIBrp062Da6YqnxytX37dvr162f9PW/9+ejRo5k3bx6RkZFERERYnw8ODuann37if//7H++++y6NGjVizpw5KsMuIlXPub/h11dh7xLAAEzQfkRuUuXbytbRiYiIVIqcc+eInT2bhK8XYmTl3mPsFhaG74MTcOva1cbRlYzJMEpRaqOGS0pKwsvLi8TERDw9PW0djojUJJkpuTNVf8yBPYvA+KdyUZth0Hcy+LW1bXw2ps/foum9EZGaJic+nrjZczj/1VcYGRkAuHbpgu+DD+J+eZiNo/tXST5/q/zMlYhItZSdDrF/5yZSMQdyS6fH7IeEiPztWg2Bvk9CQEfbxCkiIlLJcs6fJ/6TT4n/4guMtDQAXEND8X34Idx69MBUjQs1KbkSESkPUXth33f/JlHnT/w7K/Vf7g2gcRhcMREaqmS5iIjUDubEROLmzeP8/M+w/JNUubRvj+9DD+Leu3e1TqryKLkSESmruKMw+yowZ+Y/7uoNDdr8Uzq9zT8/twH3+raJU0RExAbMycnEf/YZ8fPmY0lOBsC5TRt8H3yQOv361oikKo+SKxGRslrxVG5iFRAKobfl7j/l2wbqNNAeVCIiUqOYk5NJWLyYnJhzxWpvZGSQ+NNPWBITAXBu2RKfByfg0b8/phq4xYiSKxGRsvh7Jfy9HOwcYMQc8G1p64hERETKnTkllfOfLyDuk0+xJCWV+HynkBB8JzyAR3h4jUyq8ii5EhEprZxMWP5E7s+Xj1diJSIiNY4lNZX4L78kfs5czP/MPjk1D6HOlX2gmIszXNu1y02q7O0rMNKqQcmViEhpbZkB8cegjh9cOcnW0YiIiJQbS3o657/6mrg5czDHxwPg1LQpPhMm4Dl4UK1IlEpDyZWISGkknYUNb+T+PPAFcNG+QyIiUv1ZMjNJWLiQ2I9nY46NBcCxcWN8H7gfzyFDMDkofbgYvTsiIqWx8lnIToWgMOg40tbRiIiIlIklK4uEb78lbuYscmJiAHBs2BCf++/H67phSqqKSe+SiEhJnfgN9n4LmGDw66oIKCIi1Vp2dDQn7xxFdkTuRvcOAQH4jL+PusOHY3JysnF01YuSKxGRkjDnwC//3F/VdQwEdrJpOCIiImVhGAZRU58jOyICB19f6o+/j7o33oidkqpSUXIlIlISOz6F6L3gWg+uetbW0YiIiJRJ0o8/krJ+PSZHRxp/+gnOzZvbOqRqreYWmRcRKW+pcbD2pdyfr3oG3LxtG4+IiEgZ5MTGEv3SywD4PPCAEqtyoORKRKS41r4AGQng3wG6jLF1NCIiImUS9eJLmBMTcW7Thvr33G3rcGoEJVciIsVx9k/YMT/358HTwU77e4iISPWVtGIlyStWgIMDga+8jMnR0dYh1QhKrkRELsVigZ8nAQZ0uBma9LB1RCIiIqWWc/48US++CED9cWNxadPGxhHVHEquREQu5a+v4fQ2cKqTu2GwiIhINRbz6quYY2Nxah6Cz/jxtg6nRlFyJSJyMRmJsGpq7s9XPg6eAbaNR0REpAyS168n8ftlYGdH4Msvq+R6OVNyJSJyMb++DqkxUL85XH6/raMREREpNXNyMlFTnwPAe/RoXENDbRtQDaTkSkSkKOcOwdaZuT8Peg0c9O2eiIhUXzGvTycnOhrHJo3xfehBW4dTIym5EhEpyi9PgCUHWl0DLQbYOhoREanlzElJRL3wIvGff4ElM7NE56Zu2ULCN98AEPjSS9i5ulZEiLWeg60DEBGpkmIOwrF1YOcI4a/YOhoRERGiXnqJpGU/ABA3ezY+9/0fXjfccMn7piypqUQ+OwWAerfdhlu3bhUea22lmSsRkcLs/z73z5CrwDvYtrGIiEitl7xuXW5iZWeHg58fOdHRRD3/AkcHDeL8okUY2dlFnhvzzrtknz6NY2AgvhMnVmLUtU+1SK5mzJhB06ZNcXFxISwsjG3bthXZNjs7mxdeeIGQkBBcXFwIDQ1l+fLllRitiNQIeclV2+tsG4eIiNR65qSkfIUoQlatxO+ZZ3Dw9SXnbCRRU6ZydPA1JCxegpGTk+/ctB07OP/55wD4v/gC9nXcKzv8WqXKJ1cLFy5k4sSJTJ06lZ07dxIaGkp4eDgxMTGFtn/mmWeYNWsW77//Pvv37+e+++7j+uuv588//6zkyEWk2oo9AjH7wM4BWg22dTQiIlLLxUyfTk5MjLUQhZ2TE9533J6bZE1+Evv69ck+fZrIp5/m6JAhJC5bhmE2Y8nIIPLpZ8Aw8LphBHV69bL1pdR4JsMwDFsHcTFhYWF069aNDz74AACLxUJQUBAPPvggTz75ZIH2gYGBPP300zzwwAPWYzfccAOurq58/k/WfilJSUl4eXmRmJiIp6dn+VyIiFQfG9+ENS9ASH+4c4mto6lV9PlbNL03IrVT6ubNRNx9DwBNFnxW6P1SlrQ0zn/1NXFz5mA+fx4Ap+BgnEKakbJ6DQ6+vjT76Ufs9dlRKiX5/K3SM1dZWVns2LGDAQP+rdJlZ2fHgAED2LJlS6HnZGZm4uLiku+Yq6srmzZtKvJ1MjMzSUpKyvcQkVpMSwKlCtDYJCLFLURh5+ZG/XvupvnqVfhOnIi9lxdZx4+TsnoNAP7PP6fEqpJU6eQqNjYWs9mMn59fvuN+fn5ERUUVek54eDhvvfUWhw8fxmKxsGrVKpYsWUJkZGSRrzNt2jS8vLysj6CgoHK9DhGpRuKPQ+RuMNlD62ttHY3UYhqbRCTm7XfIPnOm2IUo7Nzd8bl3HCFrVuP78EM4NGhAvTvvxOOqqyohWoEqnlyVxrvvvkuLFi1o3bo1Tk5OTJgwgTFjxmBnV/SlTp48mcTEROvj1KlTlRixiFQpB5bl/tn0CnCvb9tYpFbT2CRSu6Vt317qQhT2dergM348LTb8iv/TT1VUiFKIKr3PlY+PD/b29kRHR+c7Hh0djb+/f6Hn+Pr6snTpUjIyMoiLiyMwMJAnn3ySZs2aFfk6zs7OODs7l2vsIlJNaUmgVBEam0RqL2shCsDrxhtUiKIaqdIzV05OTnTp0oU1a9ZYj1ksFtasWUOPHj0ueq6LiwsNGzYkJyeHxYsXc911+oeSiFxCQgSc2QGYoM1QW0cjIiK1VOwHH5B18iQODRrgN2mSrcOREqjSM1cAEydOZPTo0XTt2pXu3bvzzjvvkJqaypgxYwAYNWoUDRs2ZNq0aQBs3bqVM2fO0KlTJ86cOcNzzz2HxWJhkv7DFJFLOZC76z1NekGdBraNRUREaqX0PXuI++RTAPyfm6pCFNVMlU+uRo4cyblz55gyZQpRUVF06tSJ5cuXW4tcRERE5LufKiMjg2eeeYZjx45Rp04drrnmGhYsWEDdunVtdAUiUm1oSaCIiNiQJSuLyKeeAosFz2uvVSGKaqjK73NlC9pLRKQWSjoLb7XJ/XniAfAMtG08tZQ+f4um90ak5jv33vvEfvgh9t7eNPvpRxzq1bN1SEIN2udKRKTS5C0JDApTYiUiIpUu4+BBYj/+GAD/Kc8qsaqmlFyJiICWBIqIiM0YOTlEPvU05OTgMXAgHuHhtg5JSknJlYhISgyc3Jz7c5thto1FRERqnbhPPiVj/37svLzwn/IsJpPJ1iFJKSm5EhE58ANgQMMuUDfI1tGIiEgtknn8OLEffACA3+QncfD1tXFEUhZKrkREtCRQRERsJHbGhxhZWbhfcQVe2pe12lNyJSK1W2osnNiU+7OWBIqISCXKPHacpJ9/BqDBoxO1HLAGUHIlIrXbwZ/AMENAKHgH2zoaERGpReJmzQKLhTpXXYVLmza2DkfKgZIrEandtCRQRERsICsigsQffwTAZ/x4G0cj5UXJlYjUXmnxcPzX3J/bKLkSEZGiGYZB5vHjGBZLufQX+/HHYDbjfmVvXDu0L5c+xfaUXIlI7XXoF7DkgF978Glu62hERKQKS/r5Z44NvobIZ58tc19Zp8+QuDR35YRmrWoWJVciUntpSaCIiBRT8urVACQuXkLKr7+Wqa+42bMhJwf3nj1x69y5PMKTKkLJlYjUThmJcHRt7s+qEigiIhdhGAZpf2y3/h459TnMycml6is7MpKEJUsA8Hng/nKJT6oOJVciUjsdWg6WbPBpBQ1a2zoaERGpwrKOn8AcG4vJyQnHxo3JiYoiZvobpeorbvYcyM7GLSwMty5dyjlSsTUlVyJSO2lJoIiIFFPaH38A4BoaSsBLLwKQsGgRqVu2lKif7OhoEr75BgCf+zVrVRMpuRKR6s0wYOss2DYbstKKd05mMhzJXTuv5EpERC4lL7ly69YN9+7dqXfbrQBEPjsFS2pqsfuJmzsXIzsb165dcOverUJiFdtSciUi1duhX+CXSfDzY/BeJ/h9JmRnXPycwyvBnAneIeDXrlLCFBGR6in3fqt/kqt/EiLfiY/iEBhA9unTxLzzbrH6yTl3joSFi3LPv/9+TCZTxQQsNqXkSkSqL8OAX1/L/dnBBVKiYfkT8F7n3JmsnMzCz7twSaAGNxERuYjsU6fIiY4GR0dcQ0MBsK/jTsALucsDz3/+OWk7d16yn7hP52FkZuIaGopbjx4VGrPYjpIrEam+Dq+CyF3g6AYP7YJr3wHPRpB8Nncm6/0usGMemLP/PScrNfc80JJAERG5JOv9Vh06YOfqaj1e54peeI0YAYZB5FNPY8koetVETnw857/6CsitEKhZq5pLyZWIVE8Xzlp1vRs8A6DrGHhoJ1zzBngEQOIp+OHh3CTrz8/BnJN7r1V2GtRtAgGhtr0GERGp8tK2/Xu/1X/5PTEJB19fsk6cIHbGjCL7iP90HkZ6Oi7t2+Peu3eFxSq2p+RKRKqnY+vgzPbc5YA9H/r3uIMzdB+XO5M16FVwbwAJJ+H7B2BGN9j4Vm47LQkUEZFisN5v1bVrgefsvbzwf/45AOLmfkL6nj0F2uScP8/5L74AcisEataqZlNyJSLVj2HA+n9mrbqMAQ+/gm0cXeDy8fDwbrj6JXDzgfhjucsIAdoOr6xoRUSkmso+c4bss2fB3h7Xzp0LbeNx1VV4DhkCFguRTz2NkZWV7/n4zz7DkpaGc5s21OnXt+KDFptSciUi1c+JjXDqd7B3hl4PX7ytkxv0fDA3yRrwHLj7QpNe0PCySglVRESqr9R/Zq1c2rXDvo57ke38nnkae29vMg8fJnbWx9bj5qQkzi/4HACf+8dr1qoWUHIlItXPr6/n/nnZqNx7rYrDuQ5c8T94/AiM+VlLAkVE5JL+3d+q4JLACznUq4f/s88AEDtrFhmHDgEQv2ABlpQUnFu2xKN//4oNVqqEapFczZgxg6ZNm+Li4kJYWBjbtm27aPt33nmHVq1a4erqSlBQEP/73//IuEgFFxGpRk78ljtzZecIVzxi62hERKQGS/tjO1B4MYv/8hg0iDoD+kNODpFPPY05IYH4+Z8B/8xa2VWLf3ZLGVX5v+WFCxcyceJEpk6dys6dOwkNDSU8PJyYmJhC23/55Zc8+eSTTJ06lQMHDjB37lwWLlzIU089VcmRi0iF2PDPrFXnO8CrkW1jERGRGis7OprsiAiws8OtS5dLtjeZTPhPmYKdpycZ+/Zx8s47sSQl4RQSgsfVV1dCxFIVVPnk6q233mLcuHGMGTOGtm3bMnPmTNzc3Pjkk08Kbb9582Z69erFbbfdRtOmTbn66qu59dZbLznbJSLVQMRWOLYe7Bxyl/iJiIhUkLwS7C6tW2Pv4VGscxwbNMBv8mQAMg8fAcDnvvs0a1WLVMjfdNOmTXnhhReIiIgoUz9ZWVns2LGDAQMGWI/Z2dkxYMAAtmzZUug5PXv2ZMeOHdZk6tixY/z8889cc801Rb5OZmYmSUlJ+R4iUgXlzVqF3gL1mtg2FpEKprFJxLbSthd/SeCFvIZfZ93LyqlpUzyvGVzusUnVVSHJ1SOPPMKSJUto1qwZAwcO5OuvvyYzM7PE/cTGxmI2m/Hzy19m2c/Pj6ioqELPue2223jhhRe44oorcHR0JCQkhL59+150WeC0adPw8vKyPoKCgkocq4hUsNM7cjcANtlD70dtHY1IhdPYJGJb1mIW3UuWXJlMJgJfeZm6t4wk8LVXMdnbV0R4UkVVWHK1a9cutm3bRps2bXjwwQcJCAhgwoQJ7Ny5syJe0mr9+vW88sorfPjhh+zcuZMlS5bw008/8eKLLxZ5zuTJk0lMTLQ+Tp06VaExikgpbJie+2fHm8G7mW1jEakEGptEbCcnNpasY8fAZCrW/Vb/5eDrS8Bzz+EaGloB0UlV5lCRnV922WVcdtllvPnmm3z44Yc88cQTfPTRR3To0IGHHnqIMWPGXLTev4+PD/b29kRHR+c7Hh0djb+/f6HnPPvss9x5552MHTsWgA4dOpCamsq9997L008/jV0ha16dnZ1xdnYuw5WKSIWK3A1//wImO81aSa2hsUnEdvKWBDq3bIl93bq2DUaqlQq9uy47O5tFixYxbNgwHn30Ubp27cqcOXO44YYbeOqpp7j99tsver6TkxNdunRhzZo11mMWi4U1a9bQo0ePQs9JS0srkEDZ/zMdaxhGGa9IRGwib1+r9jeATwvbxiIiIjVeXjGLkt5vJVIhM1c7d+78//buOz6qKv//+Gtmkpn0AgkhIL2EXgRBRMEVFNFFsaxYQVT8iqD4Y91dsaGIoq5dsa6o61pYC+paKIKAKNIR6Z1QkkAo6XXm/v64mYFAAikzmUnyfj4e8+Dmzi2fm9GcfHLO+Rzee+89PvnkE6xWKyNHjuTFF1+kQ4cOnmOuuuoqzqnAf7ATJ05k1KhR9O7dmz59+vDSSy+Rk5PD6NGjARg5ciRNmzZl2rRpAAwbNowXXniBnj170rdvX7Zv384jjzzCsGHDPEmWiNQiqeth87eABS6439/RiIhIPXB88WAlV1I5PkmuzjnnHC6++GLeeOMNhg8fTnBw8CnHtGrViuuvv/6M1xoxYgSHDh3i0UcfJTU1lR49ejB79mxPkYvk5ORSPVUPP/wwFouFhx9+mP379xMfH8+wYcN48sknvfeAIlJz3HOtOg+HRh1Oe6iIiEh1FR89SsG2bQCEndPbz9FIbWMxfDBWbs+ePbRoUXvLJGdmZhIdHU1GRgZRUVH+Dkek/jq4CV7vBxgw9ldI6OzviMTH9PO3fPreiNSMzHnz2H/PvdjbtqHNt9/6OxwJAJX5+euTOVcHDx5k2bJlp+xftmwZK0smCIqInNHi5wADOg5TYiUiIjVCQwKlOnySXI0bN67MkrH79+9n3LhxvriliPhDxj54viO82gsWTIW0jd67dvo2WP+FuT3gb967roiIyGnkrihZPLi3hgRK5flkztXGjRs5++yzT9nfs2dPNm704i9fIuJfv38KWQfM7cX/NF/xHaDz1dD5KohvX7Xrulwlc60MaD8UErVOiIiIVIxhGDiPHSMoNrbS5zozMijYvBlQz5VUjU+SK4fDQVpaGq1bl17oMyUlhaAgny6tJSI1acv35r89boa8I7D9Rzi0GRY+Zb4SuphJVpery1741zAgK8WcW3VwExxy/7sFCrPNYwaq10pERCou44svSHn4EeL/OpG4MWMqdW7uqtVgGNhbtCC4USMfRSh1mU8ynUsuuYRJkybx9ddfEx0dDcCxY8d48MEHufjii31xSxGpaZkpsH8VYIFBj0JkAuQdMxOuDbNgxwJIW2++FjwBiT3MRCs4tHQylZ9R9vWtwXD2SGjaqwYfSkREarvM780//B16+RUiBgwgJCmpwud65lv1Ua+VVI1PkqvnnnuOAQMG0KJFC3r27AnA2rVrSUhI4MMPP/TFLUWkprl7rc7qbSZWAKEx0ONG85V7xFyfasMs2LkIUtaar5NZbGavVqOO5iu+AzTqBA3bgO3UZRxERETKYxQVkbtmrflFcTEpDz5Ey5mfYqngyCkVs5Dq8kly1bRpU9atW8dHH33E77//TmhoKKNHj+aGG24oc80rEamFNn9n/tvh8rLfD2tg9jydPRJy0mHTN7DlB7AGlSRRJclUXDsIctRc3CIiUmflrV+PkZeHtaRcdv6GDRx+770KDQ90ZmeTX1IbQMmVVJXPJkCFh4dz5513+uryIuJP+Zmwa7G5nVROcnWi8DjofZv5EhER8RF3pb/wvn2I+NNFpDz4IOmvvkbkoME4Wrc67bl5q1eDy0XwWWcRnJhYE+FKHeTT6hIbN24kOTmZwsLCUvuvuOIKX95WRHxt+zxwFUHDdlWvCCgiIuJlJw7ri75qOJnff0/OkiWkPPQQLf7zIRab7TTnrvScK1JVPkmudu7cyVVXXcUff/yBxWLBMAwALBYLAE6n0xe3FZGasrlkvlWHy/wbh4iISAmjuNjsfcJMkCwWC4lTHmfnn4eRt2YNRz/6mAYjbyn3fM23Em/wySLCEyZMoFWrVhw8eJCwsDA2bNjA4sWL6d27NwsXLvTFLUWkphQXwra55naHP/s3FhERkRL5mzbjysnBGhWFo705qiK4SRMa/e1+AA6++CKFe/eWea4rN5e89esBVQqU6vFJcrV06VKmTJlCXFwcVqsVq9XK+eefz7Rp07j33nt9cUsRqSl7lkBBJoQ3gqZavV5ERAKDp+epV69Sw/9iRowg7JxzMPLySHnkUc+IqhPlrV0LxcUEJSYS3LRpTYUsdZBPkiun00lkZCQAcXFxHDhwAIAWLVqwZcsWX9xSRGqKu0pg0lCw+uRHiIiISKWVN6zPYrWSOPUJLCEh5P72G8c+++yUc3M85/b2TGMRqQqf/GbUpUsXfv/9dwD69u3Ls88+yy+//MKUKVNo3bq1L24pIjXBME6Yb1WBKoEiIiI1wHA6yV21Cih7zpS9RQvi75sAwMFnnqUoJaXU+5pvJd7ik+Tq4YcfxuVyATBlyhR27drFBRdcwPfff88rr7zii1uKSE04sAayDkBwOLQa6O9oREREACjYuhVXZibW8HBCOnYo85gGt9xCaPfuuHJySHnsMc/wQFd+Pvm/rwMgXMmVVJNPqgUOGTLEs922bVs2b97MkSNHiI2NVVerSG22paTXqu0gCA7xbywiIiIl3D1PoWefjSWo7F9vLTYbiU89ya7hV5GzaDGZ33xD9JVXkvf7OoyiIoLi4wlu0aImw5Y6yOs9V0VFRQQFBbG+pOKKW4MGDZRYidR27vlWqhIoIiIBpKLD+hxt2hA3fjwAqU9No/jQoVLn6ndVqS6vJ1fBwcE0b95ca1mJ1DVHdsLBjWCxQbuL/R2NiIgIAIbLdcICwGeuYtvwttGEdOqEKyOD1CemnpBcqQKuVJ9P5lw99NBDPPjggxw5csQXlxcRf3AXsmjZH8Ia+DcWERGREgXbt+M8dgxLaCihXbqc8XhLcDCJTz0JQUFkzZ1L7vLlgIpZiHf4ZM7Va6+9xvbt22nSpAktWrQgPDy81PurS1bPFpFaxD3fKklVAkVEJHB4ep569sASHFyhc0I6dCDuzjGkv/4GGAa2Bg2wt2njyzClnvBJcjV8+HBfXFZE/CXnMCQvNbc7XObfWERERE5wfEhg5XqeGt51F1nz5lGwbTthvbW+lXiHT5KryZMn++KyIuIvW2eD4YLGXSGmub+jERERAcAwjCqvUWW122n64oscem06cXeO8UV4Ug/5ZM6Vt02fPp2WLVsSEhJC3759WV4yNrYsF154IRaL5ZTX5ZdrKJNIlalKoIiIBKDCXbtwHj6MxeEgpFu3Sp/vaNuWs156kZBOnXwQndRHPkmurFYrNput3FdlzJw5k4kTJzJ58mRWr15N9+7dGTJkCAcPHizz+C+//JKUlBTPa/369dhsNv7yl79449FE6p/CXNixwNxO0pBAEREJHLnLS9a36t4dq93u52hEfDQscNasWaW+LioqYs2aNXzwwQc8/vjjlbrWCy+8wJgxYxg9ejQAb775Jt999x0zZszggQceOOX4Bg1KVzH79NNPCQsLU3IlUlU7f4LiPIhubg4LFBERCRBVHRIo4is+Sa6uvPLKU/Zde+21dO7cmZkzZ3L77bdX6DqFhYWsWrWKSZMmefZZrVYGDx7M0qVLK3SNd999l+uvv/6UioUnKigooKCgwPN1ZmZmha4tUi+4S7B3uAw02VekxqhtEjk9wzDIXVm1YhYivlKjc67OPfdc5s+fX+Hj09PTcTqdJCQklNqfkJBAamrqGc9fvnw569ev54477jjtcdOmTSM6OtrzatasWYVjFKnTXE7Y+oO53UHzFkVqktomkdMr2ruX4rQ0CA4mtEd3f4cjAtRgcpWXl8crr7xC06ZNa+qWvPvuu3Tt2pU+ffqc9rhJkyaRkZHhee3du7eGIhQJcHuXQe5hCImB5uf5OxqRekVtk8jpuYcEhnbtijUkxM/RiJh8MiwwNja21FoBhmGQlZVFWFgY//nPfyp8nbi4OGw2G2lpaaX2p6Wl0bhx49Oem5OTw6effsqUKVPOeB+Hw4HD4ahwXCL1hrtKYPtLweaTHxciUg61TSKn5y5moSGBEkh88tvSiy++WCq5slqtxMfH07dvX2JjYyt8HbvdTq9evZg/f75nYWKXy8X8+fMZP378ac/97LPPKCgo4Oabb67SM4jUe4ZxQgl2VQkUEZHAomIWEoh8klzdeuutXrvWxIkTGTVqFL1796ZPnz689NJL5OTkeKoHjhw5kqZNmzJt2rRS57377rsMHz6chg0bei0WkXrl4CY4ugtsDmgzyN/RiIiIeBTt30/RgQNgsxHWs4e/wxHx8Ely9d577xEREXFK+fPPPvuM3NxcRo0aVeFrjRgxgkOHDvHoo4+SmppKjx49mD17tqfIRXJyMlZr6aljW7ZsYcmSJcydO7f6DyNSX20p6bVqfSE4IvwaioiIyIlySnqtQrp0xnqaitAiNc0nydW0adN46623TtnfqFEj7rzzzkolVwDjx48vdxjgwoULT9mXlJSEYRiVuoeInMQzJFBVAkVEJLC4hwSGa0igBBifVAtMTk6mVatWp+xv0aIFycnJvriliHhTxn44sAawQNJQf0cjIiJSSu4KrW8lgcknyVWjRo1Yt27dKft///13zYESqQ22lCwc3KwPRDTybywiIiInKEpLoyg5GaxWQnv18nc4IqX4JLm64YYbuPfee/npp59wOp04nU4WLFjAhAkTuP76631xSxHxJndylaQqgSIiEljcJdhDOnbEFqE5wRJYfDLn6oknnmD37t0MGjSIoCDzFi6Xi5EjR/LUU0/54pYi9Y/LCX98Do27QkIn71035zDs+tnc7vBn711XRETEC1SCXQKZT5Iru93OzJkzmTp1KmvXriU0NJSuXbvSokULX9xOpH5aOh3mPWJud74KBj4AjTpU/XoF2bD8bfj1FXAVQVwSxLX1TqwiIiJe4kmu+ii5ksDjk+TKrV27drRr186XtxCpn1xOWP7O8a83zIINX0HXa2HgPyCuEv/fFebCin/BLy9B7mFzX1x7GP66NyMWERGptuJDhyjctQssFsLOPtvf4Yicwidzrq655hqeeeaZU/Y/++yzp6x9JSJVsHUOZCRDaCzcMb9k+J4Bf3wG0/vArLFwZOfpr1GUB0tfh5e7mz1guYehQRu4+h24+zc4q3eNPIqIiEhF5a40qwQ62rfHFhPj32BEyuCT5Grx4sVcdtmpE+GHDh3K4sWLfXFLkfplRUmv1dkjzSTo+o/gzkXQfigYLvj9Y3i1N3w9Ho7uKX1ucQEsexte7gFzJkHOQYhpAVe+DuOWQ7frwGqr8UcSERE5E823kkDnk2GB2dnZ2O32U/YHBweTmZnpi1uK1B/p22DHAsACvW8/vr9JD7jxU9i3ChZOg+3zYM2H8Psn0PMW6H8v7PgJfn4eMveb50Q3gwF/gx43gi3YH08jIiJSYVrfSgKdT3quunbtysyZM0/Z/+mnn9KpkxermonURyv+Zf6bNBRiyygSc1YvuPlzuH0etP4TuIph1XvwSk/4bqKZWEU2gctfgHtWQ69RSqxERCTgFR89SsG2bQCEnaOh6xKYfNJz9cgjj3D11VezY8cOLrroIgDmz5/Pxx9/zOeff+6LW4rUDwVZsPZjc7vPmNMf26wPjPwKdv8CPz0Fe5ZARAJc8Fc4exQEh/g8XBEREW9xz7eyt21DUIMGfo5GpGw+Sa6GDRvGV199xVNPPcXnn39OaGgo3bt3Z8GCBTTQ/wwiVbduJhRkQsO20OrCip3Tsj+M/g7St0N0UwgO9WWEIiIiPqH5VlIb+KwU++WXX87ll18OQGZmJp988gn3338/q1atwul0+uq2Uh8Yhlnpzh7m70hqlmEcL79+zhiwVnJUr9asEhGRWsw93ypcyZUEMJ/MuXJbvHgxo0aNokmTJjz//PNcdNFF/Pbbb768pdRlhgFb58I7f4Knm8HGr/0dUc3a/TMc2gzB4dDjBn9HIyIiUmOcGRkUbN4MqOdKApvXe65SU1N5//33effdd8nMzOS6666joKCAr776SsUspGoMA3b+ZM4b2rfi+P7/3QfNz4OIeL+FVqOWv23+2/16CIn2bywiIiI1KHfVajAM7C1bEhRfT9p9qZW82nM1bNgwkpKSWLduHS+99BIHDhzg1Vdf9eYtpL7ZtRjeGwofXmUmVkGhcN49kNAV8o7AD3/zd4Q1I2MfbP7O3D5TIQsREZE6wigu5tgXX5I2dSqgXisJfF7tufrhhx+49957GTt2LO3atfPmpaW+2fOr2VO1+2fza5sDzrkd+t8HkQlwYC28cxFsmAVdroGOw/wZre+tfM9cHLjlBdCoo7+jERER8SnD6STz22859PrrFO1JBsAWF0eDUSP9HJnI6Xm152rJkiVkZWXRq1cv+vbty2uvvUZ6ero3byF13d7l8O/hZm/V7p/BZoc+d8KE3+HSaWZiBeaCuf0nmNvf/RVyj/grYt8rLoBV75vbfe70aygiIiK+ZDidZHz3HTv/PIwD/3iAoj3J2GJjafT3v9N23lwcbVWcSQKbV3uuzj33XM4991xeeuklZs6cyYwZM5g4cSIul4t58+bRrFkzIiMjvXlLqSuOJcO3E2H7PPNrazCcfYu5JlP0WWWfM/AfsPlbSN8Kcx6Cq96ouXhr0oavIDcdoppC0mX+jkZERMTrDJeLrLnzSJ/+GgXbtgNgi46mwR230+DGG7GGh/s5QpGK8Um1wPDwcG677TaWLFnCH3/8wV//+leefvppGjVqxBVXXOGLW0pt9809ZmJlscHZI+GeVfDnF8tPrMBcBPfK6YAFfv8Yts2rsXBrlLuQRe/bwOaz1RNERERqnGEYZP34I7uuupr9991HwbbtWKOiiJ9wL23m/0jcmDFKrKRW8WkpdoCkpCSeffZZ9u3bxyeffOLr20ltlH3ILFwBcOdCuOJViG1RsXOb9YFz7za3/zcB8jN9EuIpjiXD3Ifh2F7f3mf/Kti/0hweefYo395LRER8zlVQwNFPZ3LkPx9hGIa/w/Grgl272H3Ntewbfw8FW7ZgjYggbtw42v44j7ixY7FFRPg7RJFKq7E/g9tsNoYPH87w4cNr6pZSW2z+1izW0KQnJHar/PkXPQxbvoeju2DeozDsJa+HWEpRHnxyA6Sth6xUuOZfvrvX8pJrd76q/pScFxGpg1yFhWR88QXpb75FcVoaAKFduxDavbufI/OftKemkb9xI9awMGJH3kLDW2/FFhPj77BEqkVjjMT/3IsBd7qyaufbw8zerg/+DKveMxOR1gO9F9/J5jxkJlYAm7+HwlwzBm/LSYf1X5jbKmQhIlIrGUVFHPvqK9LfeIPiAyml3svftKneJlfOjAxyli4FoMWnnxDSvr2fIxLxDp8PC/SG6dOn07JlS0JCQujbty/Lly8/7fHHjh1j3LhxJCYm4nA4aN++Pd9//30NRSuVknvk+JDAjtWYj9fqAuh9u7n9zT1QmFP92Mqy8WtY+a65HRIDRTmw9Qff3Gv1v8FZYPboNe3lm3uIiIhPGMXFHPtyFjuGXkbqI49SfCCFoPh4Eh55mNiRtwCQv2WLn6P0n6wFP0FxMY527ZRYSZ0S8MnVzJkzmThxIpMnT2b16tV0796dIUOGcPDgwTKPLyws5OKLL2b37t18/vnnbNmyhXfeeYemTZvWcORSIZu/A8MJjbtCwzbVu9bgxyDqLDi2BxZM9Up4pRzdDV/fY273v89cdwvgjy+8fy+XE1bOMLf73AkWi/fvISIiXmc4nWR88w07Lr+clAcfpGjfPmwNG5Iw6QHazJtLg5tuIrRrVwAKtm7zc7T+kzVnDgCRQ4b4ORIR7wr4YYEvvPACY8aMYfTo0QC8+eabfPfdd8yYMYMHHnjglONnzJjBkSNH+PXXXwkODgagZcuWNRmyVEZ1hwSeKCQKhr0MH10Dv70BnYZD877Vvy6Aswg+vx0KMuCsPuY8r/Rt8PPzZpXDvGMQGuOdewFsnQ0ZeyG0AXS+2nvXFRERnzBcLjJ/+IH06a9TuHMnALbYWBrecQexN1yPNez48HFH+yQACrZswTAMLPXsD2jOrCxyfvkFgKghl/g5GhHvCuieq8LCQlatWsXgwYM9+6xWK4MHD2ZpyTjdk33zzTf069ePcePGkZCQQJcuXXjqqadwOp3l3qegoIDMzMxSL6kBeUdh50Jzu9Nw71yz3WDocRNgwNfjoCjfO9dd8IRZtS8kGq59F2zBkNAJGnUCZ6FZlMOb3OXXe40yS86LSL1Tn9smo7CQXdeNIPm22zAKC/0dzhkZTid77xjDgb/eT+HOndiio4mfOJG2P86j4e23lUqsABytWkJwMK7sbIoPHPBP0H6UvXAhRlER9tatsWtRYKljAjq5Sk9Px+l0kpCQUGp/QkICqampZZ6zc+dOPv/8c5xOJ99//z2PPPIIzz//PFOnlj9MbNq0aURHR3tezZo18+pzSDm2zAZXkZmgxLXz3nWHPAkRCXB4Gyx6uvrX2/Yj/PKyuX3FaxDT/Ph7Xa4x//3j8+rfx+3QFjPptFjNta1EpF6qz21T/saN5K9bR86vS0l/+x1/h3NGR/79ITm//oolNJS4e+8x12e6s/z1mSx2O45WrQDI37K1JkMNCJmeIYGX1LteO6n7Ajq5qgqXy0WjRo14++236dWrFyNGjOChhx7izTffLPecSZMmkZGR4Xnt3evjtYvE5M0hgScKjTUXIAb45RXYv7rq18pMgVn/Z26fcwd0Oqnohju52rUIssueB1hpK0rKryddVjqRE5F6pT63TXkbN3q20996K6ATkMI9ezj0svkHuIQHJxF/990VWp/JkVQyNHBr4D6bL7hycsj5eQkAUZpvJXVQQCdXcXFx2Gw20krWg3BLS0ujcePGZZ6TmJhI+/btsdlsnn0dO3YkNTWVwnKGFjgcDqKiokq9ar28o3B4h7+jKF9+JuyYb25Xp0pgeTpcbiY+hhO+Hg/FVRhW4nLCl2MgNx0SusIlT556TINWZiU/wwUbvqp22ORnwtqPze0+Y6p/PRGptepk21RB+SXJlSU4GIqKSHnoIYziYj9HdSrD5SLl4Ucw8vMJ63cuMddeW+FzQ5LMCnkFW+tXxcDsxYsxCgoIbtHck2CK1CUBnVzZ7XZ69erF/PnzPftcLhfz58+nX79+ZZ7Tv39/tm/fjsvl8uzbunUriYmJ2O12n8ccEIoL4N0hML0P7D192Xq/2TbXnKvUsB006uibewx9FsIawsEN8MZ55tA9V/lz707x8wuw+2cIDoe/vFf+3KcuJY3pei8MDVz7ERRmQ1x7aOXDtbpERAJY/gYzuWr0wD+wRkWRv349R95/379BleHYzJnkrliBJSyMxCeeqNQQN3diEci9cr6QOWcuAFGXDNGQQKmTAjq5Apg4cSLvvPMOH3zwAZs2bWLs2LHk5OR4qgeOHDmSSZMmeY4fO3YsR44cYcKECWzdupXvvvuOp556inHjxvnrEWre0tcgfQu4iuH7+yuXUNSUjV+Z/3a60ndlxsPj4Kq3zWGCh7fBF7fDG/3NHqYTku8y7fkVFj5lbl/+/OnnhHW+CrDA3mVwLLnq8RblH5/bde7dKr8uIvWSq7CQgm1mifLICy8koaQy8KFXXqVg5y5/hlZK0f79HPzncwA0mjgR+1lnVep8d8XAwt27cRUUeD2+QOTKyyN70SJAJdil7gr45GrEiBE899xzPProo/To0YO1a9cye/ZsT5GL5ORkUlKOr3jerFkz5syZw4oVK+jWrRv33nsvEyZMKLNse52UsR8Wmz/ssdgg5XdzMdpAUpAN2+aZ296eb3WydoNhwjqzdHpINBzaBJ+NgrcugE3fgmGcek7uEfjiDnOoX/cboMcNp79HVCK0PN/cXl+NNa/WfAhZKeZaXT1urPp1RERqsYKt26C4GFtMDEFNmhB91XDCzz8fo7DQHB54muq/NcUwDFIenYwrN5fQXr2IvfEM7UQZghrFY4uOBqeTwh0BPIzfi7J//hkjL4/gpk0J6dzJ3+GI+ETAJ1cA48ePZ8+ePRQUFLBs2TL69j2+dtHChQt5/6ShAv369eO3334jPz+fHTt28OCDD5aag1WnzXsEinKheT+4pKRC4vwpZsIQKLbPg+J8iG1lLh7sayFRMOBvZpI18AFwREHaeph5E7w9ELbOOZ5kGQZ8NRYy90PDtnDZcxW7R1f30MAqJlfFhbDkJXP7/PsgyFG164iI1HL5GzYAENKpExaLBYvFQuKUx7GGhZG3Zg1HP/rYzxFCxpezyPnlFywOB4lTn8BirfyvUxaLpd4NDcwqGRIYeYmqBErdVSuSK6mg3UvMX+4tVnO+UZ8xEN8R8o7AT0/5O7rjTqwSWJM/XENj4E+TYMLvcMH9YI8we/Y+vg7+NQi2/2guPrx1NtgccO174DhzxSfALMphDYbUP+BQFRrJ3z+GzH0Q0Rh63lL580VE6gh3MYsTezaCmzSh0d/uB+Dgiy9SuG+fX2IDKEo7SNozzwAQf+89npLqVeGpGLil7he1cBUUkP3TT4AWDpa6TclVXeEshu//bm73Gg2J3cyFbi971ty38l3zF39/K8yFreZfrnw+JLA8YQ1g0CNmT1b/CRAcBvtXwX+ugTkl8/eGPGl+DytzzbaDzO3KFrZwFsHPz5vb59+nRYNFpF47nlx1LrU/ZsQIws45ByMvz6zQV9awbh8zDIPUxx/HlZlJSNeuNBg1qlrXq08VA3N++QVXbi5BjRsT0q0S7atILaPkqq5YOcOsihcaa84vcms1ADoNN+cPff/3sucY1aQd86EoB6KbQ5Oe/o0lvCFcPMXsyeo3HoJKkpoOfzbXtKqsExcUrsz3ed1MsxBGeCM4u3oNtYhIbWYUFXl6cUI6lZ6TY7FazSF4ISHk/vYbxz77rMbjy/z+e7IXLIDgYBKfnIolKKha13O0N5Or+jAsMMu9cPAlF1dpGKVIbaH/uuuCnHT4qWR+1UWPmL0oJ7pkKgSFQvKv1Su44A2eIYFXBE41vIhGZk/VhN/hmnfhmn9VLbaky8zv85EdkLK2Yuc4i48XIOl/L9jDKn9fERE/MYqKSHnsMY7O/K9XrlewYwdGYSHWyEiCmzU75X17ixbE3zcBgIPPPEvRCQWtfK34yBHSpprrHcaNvYuQksSoOhxt24LFgvPwYYrT06t9vYzvvmP/3/+OMzOz2tc6Udb8+ey75x6KUlOrdL6rsJCsBe4hgaoSKHWbkqu6YP7jkJ8BjbtBr1tPfT+mGVzwV3N77sNmtT5/KMqHLbPNbX8NCTydyMZmYYrg0Kqd74iApEvN7T8qODRw/edwdJe5Hlfv26p2XxERP8lesoRjn84kbdo0jMIqLNZ+Evf6Vu5iFmVpcMsthHbvjisnh5THHqux4YFpU6fiPHoUR1IScWO8s8i7NSwMe/PmABRsrV7vlWEYHHzmWTK/+R+H353hjfAAcOXmkvLwI2TN+5GUBx+s0vc7d+lSXFlZBMXHE9rTz6NWRHxMyVVtt381rP7Q3L7sn2AtpyriefdAbEuz1Pfif9ZYeKXs/AkKsyCyCTTt7Z8YfM29oPCGWWdeS8vlPP5ZnHcP2MN9G5uIiJfl/LwEACM/n7z166t9vRMrBZbHYrOZQ/KCg8lZtJjMb76p9n3PJHPePDK//wFsNhKffBJLcLDXru2tioFFyckUHzwIwNH//AfnsWPVDc281qczcR49CkDOr0vJ+KLyI2Ay55ZUCbxYQwKl7tN/4bWZywXf/w0woNsIaH5u+ccGh8CQaeb20umQvr1GQixlY0kD2OkKqKs/XNtdDI5os5R78tLTH7thFhzebs6Tq8ocLxERP8tessSznbt8RbWv5ylmcZrkCszhdHHjxgGQ+tQ0ig8dqva9y+PMyCB1yhQAGt5+O6FdOp/hjMpxuItaVLNiYO6K499/V04OR/79YbWuB+aiv4dnmL1gob16AZD29DMUpaVV+BpGURHZP84HtHCw1A919DfceuL3T2D/SrOk+MVTznx80lBoOxhcRTD7gZotblFcCFu+M7cDcUigtwQ5oOMwc/t089tcruO9VueOA0ek72MTEfGiwj17KEpO9nx94i/3VWE4neRv3gycWimwLA1vvw1Hp464MjJIfWJqte59OmlPP4PzUDr21q2JG3e316/vLmpR3WGB7u+/uyfsyIcfVnvu1bHPPsOZnk5wkyY0n/EuId264crOJnVyxYdj5ixfjjMjA1uDBoT17lWteERqAyVXtVV+Bvw42dwe+HdzvtCZWCxw6TPmekzb55nrOdWUXYvNmCMSoFnfMx9fm3W52vx341dmmfWybPoGDm02e7n63lljoYmIeEt2yZDAoIQEAHLXrMEoKudnXgUU7tyJkZ9vzkNq2eKMx1uCg2ny5JMQFETW3Llkzp5T5XuXJ/vnn8mYNQssFhKfnIrV4f0F3kPca11t345RXFzl6+SUJFeN7v8r9rZtcGVlceQ//6ny9VwFBRz+17sANLzzTqwOB02enArBwWQvXEjmt99V6DqehYMvvhiLrZypCyJ1iJKr2mrhM5BzCBq2g75jK35eXFvoZw6lYPYDZpGJmrDxK/PfjsPKnxdWV7QaCOHxkHsYdi469f1SvVZjISS6ZuMTEfGCnJ9/BiD2ppuwRUdj5OZ6hvVVhftcR8eOFZ6XE9KxIw3HmMOqU6dO9UpRDTfD6ST1sccBaDDyFsJ8VIgh+KyzsISFYRQWUrhnT5WuUbhvP8UHUsBmI+zss4kba/5ecOSDf+PMzqnSNY998QXFBw8S1Lgx0VdfBYCjXTvi7zavnTZ16hkrHBrFxWT9+COghYOl/lByVRsd3AzL3zK3hz4NQfbKnT/gbxCZCEd3w9JXvR7eKZxFsPlbc7suDwl0swWZa4tB2QsKb/ke0taDPRLOvatGQxMR8QZXQQE5y5cDEDFwAKG9zSJF1RkaeHzx4NPPtzpZ3Nix2OLjcKank/Pbb1W+/8ny1qyhaP9+rJGRxE+Y4LXrnsxitRLSrh1Q9XlX7u97SJfOWMPDibr0UuytWuHKyODoxx9X+nquwkIOv/0OAA3H3IHVfvz3jIZ33IGjY0dzLlpJafpy41q5CueRI9hiYgg755xKxyFSGym5qm0MA374O7iKIelycw5VZTki4OInzO2fX4CMfd6N8WS7l0DeUQiLg+bn+fZegaJrSdXATd9CUd7x/YYBi54xt/v+n1nMQkSklslbtQojL4+g+Hgc7dsTVpJc5VQjucqrQKXAsljtdqIuvhg4XpXOGzwV7i66CGuYb9cgrO5iwrkrze97eEkCY7HZiBtr/vHuyHvv4cqpXO9VxqyvKE5NJSg+nphrry31njkccyrYbGTNnk3mnPK/51lzzaGaEYMu8mqFRZFApuSqttn0DexaBDaHufBtVXW91kx0inLNta98yb1wcMc/m7069cFZfSC6mVl6ftsJDc/WOZC6DoLD4VzvT4wWEakJ7vlW4RdcgMVi8fRK5K1ajeF0Vvp6hstFwcZNQOWTK4DIS8wqdNnzfqzWvK8T48maO8+8dg1UuHMXoahqUYvcFSsBSvUORV12GcEtmuM8epSjn86s8LWMoiIOv2WOjmk45o4y55mFdOp0fDjmE09QXFKqvdR1nE4y55nfQy0cLPWJkqvapDAX5jxkbvefAA1aVf1aFgtc9ixYrGZJ8F2LvRPjyVxO2PQ/c7s+DAl0s1qPF7ZwLyh8Yq9VnzsgvKF/YhMRqaacJeZ8q4gLzgcgpGMHrBERuLKzyd+0udLXK9yzB1duLpaQEBytW1f6/LDevbA1aIAzI6PaVQsB8tetozg1FWt4OOH9fT/iIqQa5diL0tLMqo1Wq6dcOoAlKIi4O/8PgMMzZuDKyyvvEqVkfPMNRQcOYIuLI+Yvfyn3uLi778bepg3O9HQOPv30Ke/nrVmD81A61shIws89zVIxInVMPelGqAOcxbBgKmTsNXtEzv9/1b9m467Q+zZY8S/45l5Iuqxi54VEQftLIbG7maSdzp5fITcdQmKg5QXVDrlW6XIt/PKy2XOVnwl7l8OB1RAUCv3u8Xd0IiJVUpSSQsG27WC1Et6vH2AOQwvtdTY5ixaTu3JFpdeCyt9QMt8qKQlLUOV/NbEEBRE5eDDH/vtfMufMJfy86iVE7qFuEX/6k08qBJ7MPSyw6MABnFlZ2CIrvjyHe32xkI4dsUVElHov+ophpL/+OkX793Psv/+lwahRp72WUVxM+ltvA9DwttuwhoaWe6zVbqfJU0+y+4Ybyfj6G6Iuu4yIgQM977u/h5EXXYTFXsm54SK1mHquAp3LCes+g9f7wm/TzX2XTAW7l8Z//+khCG0AR3eZ16/Ia+E0eHsgvHo2zH8C0jaUv2aWe0hghz+DrZ6Nt27c1azmWJxvFrFYVPKXvXNuh4h4/8YmIlJF7oWDQ7t1wxYT49nvnu/jHqJWGceLWVR9gd7IS8xqdFnz5lVpaKKbYRhkzZlTcs2Lq3ydyrBFRxPU2FxSpbJDA909dWUVjLAEB9Pw/8zlPtL/9S9c+aevEJz53XcUJSdji40l9voRZ7x3aPfuNBg5EoCUyY/hzMoCSoZVzqu5YZUigUQ9V4HK5YJNX8PCp831kMBMggb+w7vD68IawE2fl1Tzq+Ciwod3wLZ5cGQn/Pyc+YpLgs5XmUPh4pNOeIZ6OCTQzWIx57YtnGYmoZn7ICgEzlOvlYjUXjlLfgEgvGRIoJtn3tXKlRguV4XLqUPVKwWeKLxvH6zR0TiPHCF35SrC+/ap0nXy12+g6MABLKGhRFxQcyMuHEntKU5NpWDrVsJ6VXyxXU9y1afsanwxw4eT/sabFKekcOzzL2hw801lHmc4naS/8SYADW4bXeEiHvET7iVrwQKKkpM5+M/nSJzyeI0PqxQJJEquAo1hmInOT9PgoFk5iZAY8xfyvv8HjooPFaiws3qZr8ooyDYXIV7/pbkgcfoWs2dm0dPQqDN0uQqim0N2qrlQbuuBZ75mXdSlJLnKLKnI2OvWii34LCISgIziYnJ+/RXglMQjpFMnLGFhODMyKNi2zbM47hmvaRjHk6sqFLNwswQHEzloEBlffknWnDlVTq48Fe4GDjztsDhvC2mfRM6ixeRXYt5V8aFDFO7aBRZLuQmZxW4n7s4xpD4+hcPvvEPMdX8pVVrdLfOH2RTu3o0tOprYG26scAzW0FASpz5B8shRHPvvf4kaeinZi0vm5NXQsEqRQKJhgYHCMGDLD/DWAJh5s5lYOaLgwklw3zoYcL9vEquqckSYvTI3fAx/2w5XvQXthoA12Ix9wVSYZQ5FIGkoBNXTH65xbc25aQA2u1mIRESklspbtw5XVha2mJhThvBZgoM9C+265wFVRNG+fbgyM7EEB+No27Za8bkXqs2cNxfD5ar0+YZheOYK1fSit56KgZUox567cqXnXFt0+QvSR19zDUEJCRSnpZHx5axT3jdcLtLfeAOABreOwhYRXpnQCe/Th9gbbwAg5eFHyJwzG4BILRws9ZCSK38zDNj2I7xzEXxyvVmm2x5hLvR73zq48AEIKf8HZkAIiYbu18NN/4W/bYMrp0ObQWCxme/3uMG/8flbr1vNf8+5A6Ka+DUUEZHqyP7Z7JEI798fi812yvthnnlXFU+u3MUsHElJ1V4LKaxfP6yRkTgPpZO3Zk2lzy/YvJmi5GQsDgcRAwZUK5bK8lQM3Lq1wonh6eZbnchqt9PwDrN0evrbb2EUFpZ6P2vuXAp37MAaGUnszTdXNnQA4if+laAmiRTt30/xgRQsYWE1OqxSJFAoufIXw4AdP8G7l8BH15hV5ILDoP99MGEdXPRw7VxgNjQWet4Mt3wJ92+DcSug9YX+jsq/eo2Gu5aYhUhERGqxHPf6VuefX+b77nk/uStXYpRX6Ogk+VVcPLgsVrudyIv+BEBmSVGKynAvHBwx4AKs4ZXrvakue8uWEByMKyeHogMHKnTO8eSq9xmPjfnLtdji4ig+kELGN9949pu9ViVzrUaOrFSlwhPZIsJJnPKE5+uIgQOwhoRU6VoitZmSK3/YvQTevxw+HA77lptFDvqNN5Oqix+vO+sfhTeE+Pb+jsL/LBazcqD11L/yiojUFsWHD5O/fj1AuUUKQrt0wRISgvPIEQp37KjQdb1RKfBE7up0WXPnVWpooGEYZM12Vwms+Qp3luBgHG3aABWrGFh89KhZEp8z91wBWENCaHj77QCkv/mWZ7Hl7AULKNiyBWt4OA1G3lLV8AGIOL8/sTfdBBYLsdddV61ridRWSq5qUvJv8MEwM7Ha8wvYHNB3LEz4HYY8qfLcIiISsNyFLBwdOxLcqFGZx1jsdkJ79AAqNjTQMAyv9lyBOWTRGhZGcWoq+evWVfi8wu3bKdy1C0twMBF/utArsVRWZRYTdn9/He3aEhRbsZEusSOuw9agAUX79pHx7XcYhsGh118337vl5tPO26qohIcfov3yZZ410ETqm1qRXE2fPp2WLVsSEhJC3759Wb58ebnHvv/++1gsllKvEH93S+9bCR9eBTOGwK7FZtGHc8bAhLUw9GlVjxMRkYDnnm8VUc6QQDf3ELWKJFfFKSk4jx2DoCAc7dtVO0YAq8NBxJ9KhgbOnVfh89yFLMLPP/+UxXhriqO9WdQivwJFLdzriYX2PvOQQDdrWBgNbxsNwOE33yR7/nwKNm7CEhZ2xgWGK8pisVR5aKFIXRDwydXMmTOZOHEikydPZvXq1XTv3p0hQ4Zw8ODBcs+JiooiJSXF89qzZ08NRnyCA2vgo+vgX4NgxwKwBpnFDe5dA5c/p+IGIiJSKxguV7nrW53MPUQtZ8WKM867cg8JdLRr59WS3e4qdVlz5lR47pdn4WA/VrhztK98z1V4BYYEnij2hhuwxcRQuGcPBx6YBECDm26scO+XiJxewCdXL7zwAmPGjGH06NF06tSJN998k7CwMGbMmFHuORaLhcaNG3teCQkJNRgxkLIOPrkR3r4Qts0xq+b1vBnuWQXDXoaYZjUbj4iI1GuGYZDxzTfkrV1bpfPzN27CeeQI1vBwwkqG/ZUntHt3LHY7zkPpFO7efdpj8zxDAjtWKa7yRFxwAZbQUIr27/dUIzydgp07Kdi2DYKDiSzp9fIHR8mwwMI9e3Dl55d7nDMjw5OAVWS+1Yms4eE0uPVWAFzZ2VhCQjxfi0j1BXRyVVhYyKpVqxg8eLBnn9VqZfDgwSxdurTc87Kzs2nRogXNmjXjyiuvZEPJD+/yFBQUkJmZWepVZQc3w1sXwJbvwGKF7jfA+BVmefLYllW/roiI1CvebJuOfvghB/7+Dw48+BCugoJKn5+zxBwSGNbvXCxlLEB7IqvDQWi3bsCZhwZ6Y/HgMmMIDfWUUs+qQNXArJIqgeHnnuuVeUdVFRQfjy02FlwuCraXXxAkd9UqMAzsLVsSFF/5+dqxN9+ENSrK3L7+eoIa1pFCWiIBIKCTq/T0dJxO5yk9TwkJCaSmppZ5TlJSEjNmzODrr7/mP//5Dy6Xi/POO499+/aVe59p06YRHR3teTVrVo2epUYdoPWfoMu1cPcyuOpNaNim6tcTEZF6yZttU/QVV2CLj6Nw507Sp79e6fOzS0qwR5xfsXWLPCXZS+YFlcedXIV6qVLgiTwLCs8989BAfy0cfDKLxXLCYsLlDw10f18r22vlZouIIPHJqURdMYy4u/6vStcQkbIFdHJVFf369WPkyJH06NGDgQMH8uWXXxIfH89bb71V7jmTJk0iIyPD89q7d2/1grjpM7j2XZUhFxGRKvNm22SLiSFx8mQADr/7LnnrTz+i40TOzEzPcMLy1rc62YmLCZeX2BSlHcR5KB2sVk9C4U3hAwZicTgo2pN82kSlMDmZgk2bwGYjYtAgr8dRWccXEz5dclWyvlWfqiVXAFEXX0zTZ5/FFhNT5WuIyKkCOrmKi4vDZrORlpZWan9aWhqNG1eswl5wcDA9e/Zk+/bt5R7jcDiIiooq9aoWW/VWmBcREfF22xQ5eDBRlw0Fp5OUhx7CKCys0Hk5S38DpxN769bYz2paoXNCe/SA4GCKU1MpKmfkSP5GM8FztGmNNTS0QtetDFtEuKf4xukWFPYMCezbJyCKOriLWpRXMdCZne3p8atqz5WI+E5AJ1d2u51evXoxf/58zz6Xy8X8+fPpV8H1E5xOJ3/88QeJiYm+ClNERKRWSHj4YWwxMRRs2UL6O+9U6Bz3fKuIM1QJPJE1NJTQLl0AyF1e9ryr4/OtvD8k0C3KvaDw7PKHBrqHBPpj4eCyuMuxF2zZUmbMeatXg8tFcLNmBFfwD80iUnMCOrkCmDhxIu+88w4ffPABmzZtYuzYseTk5DB6tLlOw8iRI5k0aZLn+ClTpjB37lx27tzJ6tWrufnmm9mzZw933HGHvx5BREQkIAQ1aEDCww8DkP7mW+RvPf16SoZheOZbhVdwvpXbiUMDy+Ku4hfS2bvFLE4UceGFWIKDKdy1i8IyRrAU7d9P/h9/gNVK5GD/DwkEcLRtA1YrzqNHcaann/K+Z0igeq1EAlLAJ1cjRozgueee49FHH6VHjx6sXbuW2bNne4pcJCcnk5KS4jn+6NGjjBkzho4dO3LZZZeRmZnJr7/+SicvVyISERGpjaIuv4yIiy6CoiJSHnoYo7i43GMLd+ygODUVi8PhWRy4os60mLCvKgWeyBYZSXj//sDxHqoTuRcZDuvdm6C4OJ/FURnW0FDsLVoAZQ8NdPcEKrkSCUwBn1wBjB8/nj179lBQUMCyZcvo27ev572FCxfy/vvve75+8cUXPcempqby3Xff0bNnTz9ELSIiEngsFguNJ0/GGhlJ/h9/cOSDD8o91t1rFdanD9aQkErdJ7Tn2WCzUbR/P0UHDpR6r/jwYYpTU8FiwdHBu2tcnSzSPTSwjHlXgbBwcFnKW0zYlZvrWRtMyZVIYKoVyZWIiIh4T3BCIxIeeACAQy+/QsHOXWUel/NzyXyr8/tX+h62iHBPr9TJvVfuXit7y5bYIsIrfe3KiLzoTxAURMG2bRTs3OnZX5SaalZBtFiIHHyxT2OoLIenYmDpnqvcNWuguJigJokVLi4iIjVLyZWIiEg9FH31VYT3749RWEjKI49guFyl3nfl5nqSovALKjffys0z72pl6fWujs+38l0xCzdbdDThJUWw3JUBzW1zSGDo2WcTnNDI53FURkhJafqT58R5Pg/1WokELCVXIiIi9ZDFYiFxyuNYw8LIW7WKox9/Uur93BUrMIqKCG7SBHurVlW6h2fe1fKye658Od/qRMcXFD6eXGXOnVPqvUDiXvercPt2jKIiz/7qLh4sIr6n5EpERKSeCm7alPj7/wrAwRdeoPCENak8VQIvuACLxVKl64f16gUWC4V79lB08KBnf37JvKGaSq4iBg0Cm42CjZsoTE6m+NAh8latBiDy4sAaEggQ3KQJ1vBwjKIiCnfvBsCVn0/+unWAkiuRQKbkSkREpB6Lvf56wnr3xsjNNYcHlqyt5JlvVYn1rU5mi4rC0bEDcHxIm/PYMYr27wcgpJNvi1m4BcXGEtbHTEiy5s4l68cfwTAI6d6N4ABcB9NiteJo1w44XjEwb+3vGEVFBMXHE9y8uT/DE5HTUHIlIiJSj1msVhKfnIolJITcpb9x7PPPKUxOpnDPHggKIuzcc6t1/fCT1rvK37QJgODmzbFFRVUv+EpwLyicOWeupyx7VIAsHFwW99BAd1GLE9e3qmpPooj4npIrERGRes7eogXxEyYAcPCZZzn2+RcAhPXsiS0iolrXPr6YsDlfqKaHBLpFDh4MFgv5f/xB7vLl5r4AnG/l5qkYWFKO3ZNc9dGQQJFApuRKREREaDDyFkK6d8OVnc3ht98Gql4l8EShvXoBJQsSHz58vJhF55pNroLi4gjrXbIQsstFSOfO2M86q0ZjqIwTKwa6CgvJ+/13QPOtRAKdkisRERHBYrPR5MknsQQHe/ZVZ76VW1BsrGdR3NwVK4+XYa/hnis4vqDwyduByD3nqjglhZwlv2AUFGBr2BB769Z+jkxETkfJlYiIiADgaNuWuHF3AxAUH++Z91Nd7t6W7J9+Mudy4afk6uKLoWS+UtQlgVcl8ES2qCiCmpjFNo5+/DEAYb17a76VSIAL8ncAIiIiEjga3nEHFruDkC6dsVi98zfYsHPO4ehHH5H5/feAWWo8KDbWK9eujOCERjR98UWMoiLsLVvW+P0rK6R9EtkHUshZYpbF15BAkcCn5EpEREQ8LEFBNLxttFev6V5M2L0gbk3PtzpR1KWBPRzwRI6kJLIXLvR8reRKJPBpWKCIiIj4VFDDhtjbtPF87Y8hgbVRSEnFQABbdDSOdm39GI2IVISSKxEREfE5d+8VQEjnzn6MpPZwFwIBCD2nt9eGaYqI7+j/UhEREfG5E4e0qeeqYuwtW3qqN4ZrSKBIraDkSkRERHwuvF8/bDExhHTtSlBcnL/DqRUsQUGEX3ABltBQIi680N/hiEgFqKCFiIiI+FxQgwa0mf0DFrvd36HUKk1feB5Xbi5BDRr4OxQRqQAlVyIiIlIjbDEx/g6h1rGGhGANCfF3GCJSQRoWKCIiIiIi4gVKrkRERERERLxAyZWIiIiIiIgXKLkSERERERHxAiVXIiIiIiIiXqDkSkRERERExAtUir0MhmEAkJmZ6edIRETqF/fPXffPYTlObZOIiH9Upm1SclWGrKwsAJo1a+bnSERE6qesrCyio6P9HUZAUdskIuJfFWmbLIb+PHgKl8vFgQMHiIyMxGKxAGbG2qxZM/bu3UtUVJSfI/QuPVvtVZefT89WO1X32QzDICsriyZNmmC1auT6idQ21R16ttqrLj+fnq18lWmb1HNVBqvVyllnnVXme1FRUXXuPzg3PVvtVZefT89WO1Xn2dRjVTa1TXWPnq32qsvPp2crW0XbJv1ZUERERERExAuUXImIiIiIiHiBkqsKcjgcTJ48GYfD4e9QvE7PVnvV5efTs9VOdfnZAlFd/n7r2WqnuvxsULefT8/mHSpoISIiIiIi4gXquRIREREREfECJVciIiIiIiJeoORKRERERETEC5RciYiIiIiIeIGSqwqYPn06LVu2JCQkhL59+7J8+XJ/h+QVjz32GBaLpdSrQ4cO/g6rShYvXsywYcNo0qQJFouFr776qtT7hmHw6KOPkpiYSGhoKIMHD2bbtm3+CbaSzvRst9566ymf46WXXuqfYCtp2rRpnHPOOURGRtKoUSOGDx/Oli1bSh2Tn5/PuHHjaNiwIREREVxzzTWkpaX5KeKKq8izXXjhhad8dnfddZefIq6cN954g27dunkWZOzXrx8//PCD5/3a+rnVJmqbAp/aJrVNgaYut02B0i4puTqDmTNnMnHiRCZPnszq1avp3r07Q4YM4eDBg/4OzSs6d+5MSkqK57VkyRJ/h1QlOTk5dO/enenTp5f5/rPPPssrr7zCm2++ybJlywgPD2fIkCHk5+fXcKSVd6ZnA7j00ktLfY6ffPJJDUZYdYsWLWLcuHH89ttvzJs3j6KiIi655BJycnI8x/y///f/+N///sdnn33GokWLOHDgAFdffbUfo66YijwbwJgxY0p9ds8++6yfIq6cs846i6effppVq1axcuVKLrroIq688ko2bNgA1N7PrbZQ21Q7qG1S2xRo6nLbFDDtkiGn1adPH2PcuHGer51Op9GkSRNj2rRpfozKOyZPnmx0797d32F4HWDMmjXL87XL5TIaN25s/POf//TsO3bsmOFwOIxPPvnEDxFW3cnPZhiGMWrUKOPKK6/0SzzedvDgQQMwFi1aZBiG+TkFBwcbn332meeYTZs2GYCxdOlSf4VZJSc/m2EYxsCBA40JEyb4Lygvi42NNf71r3/Vqc8tUKltqn3UNtVeaptqL3+0S+q5Oo3CwkJWrVrF4MGDPfusViuDBw9m6dKlfozMe7Zt20aTJk1o3bo1N910E8nJyf4Oyet27dpFampqqc8xOjqavn371pnPceHChTRq1IikpCTGjh3L4cOH/R1SlWRkZADQoEEDAFatWkVRUVGpz65Dhw40b9681n12Jz+b20cffURcXBxdunRh0qRJ5Obm+iO8anE6nXz66afk5OTQr1+/OvW5BSK1TXWD2qbaQ21T7Wub/NkuBXn1anVMeno6TqeThISEUvsTEhLYvHmzn6Lynr59+/L++++TlJRESkoKjz/+OBdccAHr168nMjLS3+F5TWpqKkCZn6P7vdrs0ksv5eqrr6ZVq1bs2LGDBx98kKFDh7J06VJsNpu/w6swl8vFfffdR//+/enSpQtgfnZ2u52YmJhSx9a2z66sZwO48cYbadGiBU2aNGHdunX84x//YMuWLXz55Zd+jLbi/vjjD/r160d+fj4RERHMmjWLTp06sXbt2jrxuQUqtU11g9qm2kFtU+1qmwKhXVJyVY8NHTrUs92tWzf69u1LixYt+O9//8vtt9/ux8ikMq6//nrPdteuXenWrRtt2rRh4cKFDBo0yI+RVc64ceNYv359rZ1bcTrlPdudd97p2e7atSuJiYkMGjSIHTt20KZNm5oOs9KSkpJYu3YtGRkZfP7554waNYpFixb5Oyyp5dQ21Q1qmwJfXWybAqFd0rDA04iLi8Nms51SSSQtLY3GjRv7KSrfiYmJoX379mzfvt3foXiV+7OqL59j69atiYuLq1Wf4/jx4/n222/56aefOOusszz7GzduTGFhIceOHSt1fG367Mp7trL07dsXoNZ8dna7nbZt29KrVy+mTZtG9+7defnll+vE5xbI1DbVDWqbAp/aJlNtapsCoV1ScnUadrudXr16MX/+fM8+l8vF/Pnz6devnx8j843s7Gx27NhBYmKiv0PxqlatWtG4ceNSn2NmZibLli2rk5/jvn37OHz4cK34HA3DYPz48cyaNYsFCxbQqlWrUu/36tWL4ODgUp/dli1bSE5ODvjP7kzPVpa1a9cC1IrPriwul4uCgoJa/bnVBmqb6ga1TYFLbVNptblt8ku75NXyGHXQp59+ajgcDuP99983Nm7caNx5551GTEyMkZqa6u/Qqu2vf/2rsXDhQmPXrl3GL7/8YgwePNiIi4szDh486O/QKi0rK8tYs2aNsWbNGgMwXnjhBWPNmjXGnj17DMMwjKefftqIiYkxvv76a2PdunXGlVdeabRq1crIy8vzc+Rndrpny8rKMu6//35j6dKlxq5du4wff/zROPvss4127doZ+fn5/g79jMaOHWtER0cbCxcuNFJSUjyv3NxczzF33XWX0bx5c2PBggXGypUrjX79+hn9+vXzY9QVc6Zn2759uzFlyhRj5cqVxq5du4yvv/7aaN26tTFgwAA/R14xDzzwgLFo0SJj165dxrp164wHHnjAsFgsxty5cw3DqL2fW22htql2UNuktinQ1OW2KVDaJSVXFfDqq68azZs3N+x2u9GnTx/jt99+83dIXjFixAgjMTHRsNvtRtOmTY0RI0YY27dv93dYVfLTTz8ZwCmvUaNGGYZhlrx95JFHjISEBMPhcBiDBg0ytmzZ4t+gK+h0z5abm2tccsklRnx8vBEcHGy0aNHCGDNmTK35Baus5wKM9957z3NMXl6ecffddxuxsbFGWFiYcdVVVxkpKSn+C7qCzvRsycnJxoABA4wGDRoYDofDaNu2rfG3v/3NyMjI8G/gFXTbbbcZLVq0MOx2uxEfH28MGjTI04AZRu393GoTtU2BT22T2qZAU5fbpkBplyyGYRje7QsTERERERGpfzTnSkRERERExAuUXImIiIiIiHiBkisREREREREvUHIlIiIiIiLiBUquREREREREvEDJlYiIiIiIiBcouRIREREREfECJVciIiIiIiJeoORKpJ5o2bIlL730kr/DEBER8VDbJHWNkisRH7j11lsZPnw4ABdeeCH33Xdfjd37/fffJyYm5pT9K1as4M4776yxOEREJLCobRLxvSB/ByAiFVNYWIjdbq/y+fHx8V6MRkRERG2TyMnUcyXiQ7feeiuLFi3i5ZdfxmKxYLFY2L17NwDr169n6NChREREkJCQwC233EJ6errn3AsvvJDx48dz3333ERcXx5AhQwB44YUX6Nq1K+Hh4TRr1oy7776b7OxsABYuXMjo0aPJyMjw3O+xxx4DTh16kZyczJVXXklERARRUVFcd911pKWled5/7LHH6NGjBx9++CEtW7YkOjqa66+/nqysLM8xn3/+OV27diU0NJSGDRsyePBgcnJyfPTdFBERb1DbJOI7Sq5EfOjll1+mX79+jBkzhpSUFFJSUmjWrBnHjh3joosuomfPnqxcuZLZs2eTlpbGddddV+r8Dz74ALvdzi+//MKbb74JgNVq5ZVXXmHDhg188MEHLFiwgL///e8AnHfeebz00ktERUV57nf//fefEpfL5eLKK6/kyJEjLFq0iHnz5rFz505GjBhR6rgdO3bw1Vdf8e233/Ltt9+yaNEinn76aQBSUlK44YYbuO2229i0aRMLFy7k6quvxjAMX3wrRUTES9Q2ifiOhgWK+FB0dDR2u52wsDAaN27s2f/aa6/Rs2dPnnrqKc++GTNm0KxZM7Zu3Ur79u0BaNeuHc8++2ypa544Rr5ly5ZMnTqVu+66i9dffx273U50dDQWi6XU/U42f/58/vjjD3bt2kWzZs0A+Pe//03nzp1ZsWIF55xzDmA2dO+//z6RkZEA3HLLLcyfP58nn3ySlJQUiouLufrqq2nRogUAXbt2rcZ3S0REaoLaJhHfUc+ViB/8/vvv/PTTT0RERHheHTp0AMy/yLn16tXrlHN//PFHBg0aRNOmTYmMjOSWW27h8OHD5ObmVvj+mzZtolmzZp7GC6BTp07ExMSwadMmz76WLVt6Gi+AxMREDh48CED37t0ZNGgQXbt25S9/+QvvvPMOR48erfg3QUREAoraJpHqU3Il4gfZ2dkMGzaMtWvXlnpt27aNAQMGeI4LDw8vdd7u3bv585//TLdu3fjiiy9YtWoV06dPB8xJxd4WHBxc6muLxYLL5QLAZrMxb948fvjhBzp16sSrr75KUlISu3bt8nocIiLie2qbRKpPyZWIj9ntdpxOZ6l9Z599Nhs2bKBly5a0bdu21OvkRutEq1atwuVy8fzzz3PuuefSvn17Dhw4cMb7naxjx47s3buXvXv3evZt3LiRY8eO0alTpwo/m8VioX///jz++OOsWbMGu93OrFmzKny+iIj4h9omEd9QciXiYy1btmTZsmXs3r2b9PR0XC4X48aN48iRI9xwww2sWLGCHTt2MGfOHEaPHn3axqdt27YUFRXx6quvsnPnTj788EPPZOIT75ednc38+fNJT08vc0jG4MGD6dq1KzfddBOrV69m+fLljBw5koEDB9K7d+8KPdeyZct46qmnWLlyJcnJyXz55ZccOnSIjh07Vu4bJCIiNU5tk4hvKLkS8bH7778fm81Gp06diI+PJzk5mSZNmvDLL7/gdDq55JJL6Nq1K/fddx8xMTFYreX/b9m9e3deeOEFnnnmGbp06cJHH33EtGnTSh1z3nnncddddzFixAji4+NPmXQM5l/1vv76a2JjYxkwYACDBw+mdevWzJw5s8LPFRUVxeLFi7nsssto3749Dz/8MM8//zxDhw6t+DdHRET8Qm2TiG9YDNWmFBERERERqTb1XImIiIiIiHiBkisREREREREvUHIlIiIiIiLiBUquREREREREvEDJlYiIiIiIiBcouRIREREREfECJVciIiIiIiJeoORKRERERETEC5RciYiIiIiIeIGSKxERERERES9QciUiIiIiIuIF/x+/uoTpsUVNMwAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "fig, ((ax_tl, ax_tr), (ax_bl, ax_br)) = plt.subplots(2, 2,\n", " sharex=True,\n", " sharey='row',\n", " figsize=(10, 6))\n", "ax_tl.set_title('Training set')\n", "ax_tr.set_title('Development set')\n", "ax_bl.set_xlabel('Iterations')\n", "ax_br.set_xlabel('Iterations')\n", "ax_bl.set_ylabel('Accuracy')\n", "ax_tl.set_ylabel('Loss')\n", "\n", "colours = iter(plt.rcParams['axes.prop_cycle'].by_key()['color'])\n", "range_ = np.arange(1, trainer.epochs+1)\n", "ax_tl.plot(range_, trainer.train_epoch_costs, color=next(colours))\n", "ax_bl.plot(range_, trainer.train_eval_results['acc'], color=next(colours))\n", "ax_tr.plot(range_, trainer.val_costs, color=next(colours))\n", "ax_br.plot(range_, trainer.val_eval_results['acc'], color=next(colours))\n", "\n", "# print test accuracy\n", "pred = model(test_circs)\n", "labels = torch.tensor(test_labels)\n", "\n", "print('Final test accuracy: {}'.format(acc(pred, labels)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{rubric} See also:\n", "```\n", "\n", "- {ref}`sec-text2circ`" ] } ], "metadata": { "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 4 }