diff --git a/.gitignore b/.gitignore
index 8727d1f..785fd46 100644
--- a/.gitignore
+++ b/.gitignore
@@ -251,4 +251,10 @@ lerna-debug.log
# System Files
.DS_Store
-Thumbs.db
\ No newline at end of file
+Thumbs.db
+
+# Runtime file, changes every inference session
+src/wearable/visualisation/counts.json
+
+# Raw data (optional - remove these lines if you want data tracked)
+src/wearable/data_collection/data/*.csv
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..6f3a291
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+ "liveServer.settings.port": 5501
+}
\ No newline at end of file
diff --git a/GymBro_AI.ipynb b/GymBro_AI.ipynb
new file mode 100644
index 0000000..7b1a2e4
--- /dev/null
+++ b/GymBro_AI.ipynb
@@ -0,0 +1,1816 @@
+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "provenance": [],
+ "authorship_tag": "ABX9TyOvVmUsQAuw67aaaOIv+ePQ",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "![\"Open](\"https://colab.research.google.com/assets/colab-badge.svg\")
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "#----------------- GymBro AI -----------------"
+ ],
+ "metadata": {
+ "id": "R4T5icQjwfpU"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "##Exercise Recognition - Training & Full Int8 Quantization Pipeline\n",
+ "Trains a neural network on IMU data and exports a fully int8-quantized\n",
+ "TFLite model suitable for Arduino Nano 33 BLE Sense + TFLite Micro.\n",
+ "\n",
+ "Key: Uses FULL INTEGER quantization (not dynamic range) so that ALL\n",
+ "operations run in int8 on the microcontroller — no float computation,\n",
+ "no BLE interrupt conflicts, and proper TFLite Micro kernel support.\n",
+ "\n"
+ ],
+ "metadata": {
+ "id": "4CGxxdDUSJkj"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "## Setup Python Environment\n",
+ "\n",
+ "The next cell sets up the dependencies in required for the notebook, run it."
+ ],
+ "metadata": {
+ "id": "9lfbF5LlCgfS"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# Setup environment\n",
+ "!apt-get -qq install xxd\n",
+ "!pip install pandas numpy matplotlib\n",
+ "!pip install tensorflow==2.19.0"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "WSDThVk_Ce9q",
+ "outputId": "65a39bb2-1a85-440e-82c3-d7b205522718"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Requirement already satisfied: pandas in /usr/local/lib/python3.12/dist-packages (2.2.2)\n",
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+ "Requirement already satisfied: packaging in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (26.0)\n",
+ "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.3 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (5.29.6)\n",
+ "Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (2.32.4)\n",
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+ "Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (4.15.0)\n",
+ "Requirement already satisfied: wrapt>=1.11.0 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (2.1.2)\n",
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+ "Requirement already satisfied: keras>=3.5.0 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (3.13.2)\n",
+ "Requirement already satisfied: numpy<2.2.0,>=1.26.0 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (2.0.2)\n",
+ "Requirement already satisfied: h5py>=3.11.0 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (3.16.0)\n",
+ "Requirement already satisfied: ml-dtypes<1.0.0,>=0.5.1 in /usr/local/lib/python3.12/dist-packages (from tensorflow==2.19.0) (0.5.4)\n",
+ "Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.12/dist-packages (from astunparse>=1.6.0->tensorflow==2.19.0) (0.46.3)\n",
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+ "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.12/dist-packages (from requests<3,>=2.21.0->tensorflow==2.19.0) (3.11)\n",
+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.12/dist-packages (from requests<3,>=2.21.0->tensorflow==2.19.0) (2.5.0)\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.12/dist-packages (from requests<3,>=2.21.0->tensorflow==2.19.0) (2026.2.25)\n",
+ "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.12/dist-packages (from tensorboard~=2.19.0->tensorflow==2.19.0) (3.10.2)\n",
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+ "Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from tensorboard~=2.19.0->tensorflow==2.19.0) (3.1.8)\n",
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+ "Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.12/dist-packages (from rich->keras>=3.5.0->tensorflow==2.19.0) (4.0.0)\n",
+ "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.12/dist-packages (from rich->keras>=3.5.0->tensorflow==2.19.0) (2.20.0)\n",
+ "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.12/dist-packages (from markdown-it-py>=2.2.0->rich->keras>=3.5.0->tensorflow==2.19.0) (0.1.2)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 0. Upload Data\n",
+ "\n",
+ "1. Open the panel on the left side of Colab by clicking on the __>__\n",
+ "1. Select the files tab\n",
+ "1. Drag `exercise_name.csv` files from your computer to the tab to upload them into colab."
+ ],
+ "metadata": {
+ "id": "Wrk_tGD5CKRP"
+ }
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "127cIzwdR0Tf",
+ "outputId": "992efbb5-b2f5-429d-b4ae-2d5527a2203b"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Training 3-class model: ['bicep_curl', 'shoulder_press', 'rows']\n"
+ ]
+ }
+ ],
+ "source": [
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "import tensorflow as tf\n",
+ "from pathlib import Path\n",
+ "import struct\n",
+ "\n",
+ "# ─── Configuration ───────────────────────────────────────────────\n",
+ "NUM_SAMPLES = 119 # Time steps per gesture window\n",
+ "NUM_FEATURES = 6 # aX, aY, aZ, gX, gY, gZ\n",
+ "EPOCHS = 500\n",
+ "BATCH_SIZE = 32\n",
+ "VALIDATION_SPLIT = 0.2\n",
+ "\n",
+ "# Normalization ranges (must match Arduino code)\n",
+ "ACCEL_MIN, ACCEL_MAX = -4.0, 4.0\n",
+ "GYRO_MIN, GYRO_MAX = -2000.0, 2000.0\n",
+ "\n",
+ "# Exercise definitions — add new exercises here and correct file name\n",
+ "EXERCISES = {\n",
+ " \"bicep_curl\": \"bicep_curl.csv\",\n",
+ " \"shoulder_press\": \"shoulder_press.csv\",\n",
+ " \"rows\": \"rows.csv\",\n",
+ "}\n",
+ "\n",
+ "GESTURE_NAMES = list(EXERCISES.keys())\n",
+ "NUM_CLASSES = len(GESTURE_NAMES)\n",
+ "\n",
+ "print(f\"Training {NUM_CLASSES}-class model: {GESTURE_NAMES}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 1. Load & Normalize Data"
+ ],
+ "metadata": {
+ "id": "JEuH7O5zSWc2"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "def normalize_sample(data):\n",
+ " \"\"\"Normalize IMU data to [0, 1] — same formula as Arduino code.\"\"\"\n",
+ " normed = np.copy(data).astype(np.float32)\n",
+ " # Accelerometer columns (0, 1, 2)\n",
+ " normed[:, 0:3] = (normed[:, 0:3] - ACCEL_MIN) / (ACCEL_MAX - ACCEL_MIN)\n",
+ " # Gyroscope columns (3, 4, 5)\n",
+ " normed[:, 3:6] = (normed[:, 3:6] - GYRO_MIN) / (GYRO_MAX - GYRO_MIN)\n",
+ " return np.clip(normed, 0.0, 1.0)\n",
+ "\n",
+ "\n",
+ "def load_and_window(csv_path, label_index):\n",
+ " \"\"\"Load CSV, split into windows of NUM_SAMPLES, normalize.\"\"\"\n",
+ " df = pd.read_csv(csv_path)\n",
+ " data = df.values.astype(np.float32)\n",
+ "\n",
+ " windows = []\n",
+ " labels = []\n",
+ " # Non-overlapping windows\n",
+ " for start in range(0, len(data) - NUM_SAMPLES + 1, NUM_SAMPLES):\n",
+ " window = data[start:start + NUM_SAMPLES]\n",
+ " window = normalize_sample(window)\n",
+ " windows.append(window.flatten()) # Shape: (714,)\n",
+ " labels.append(label_index)\n",
+ "\n",
+ " print(f\" {csv_path}: {len(windows)} windows from {len(data)} samples\")\n",
+ " return windows, labels\n",
+ "\n",
+ "\n",
+ "all_windows = []\n",
+ "all_labels = []\n",
+ "\n",
+ "for i, (name, csv_file) in enumerate(EXERCISES.items()):\n",
+ " path = Path(\"/content/\"+csv_file)\n",
+ " if not path.exists():\n",
+ " # Try project directory\n",
+ " path = Path(f\"/mnt/project/{csv_file}\")\n",
+ " if not path.exists():\n",
+ " raise FileNotFoundError(f\"Cannot find {csv_file}\")\n",
+ "\n",
+ " windows, labels = load_and_window(str(path), i)\n",
+ " all_windows.extend(windows)\n",
+ " all_labels.extend(labels)\n",
+ "\n",
+ "X = np.array(all_windows, dtype=np.float32) # (N, 714)\n",
+ "y = np.array(all_labels, dtype=np.int32)\n",
+ "\n",
+ "# Shuffle\n",
+ "indices = np.arange(len(X))\n",
+ "np.random.seed(42)\n",
+ "np.random.shuffle(indices)\n",
+ "X = X[indices]\n",
+ "y = y[indices]\n",
+ "\n",
+ "print(f\"\\nTotal dataset: {len(X)} samples, {NUM_CLASSES} classes\")\n",
+ "print(f\"Input shape: {X.shape}\")\n",
+ "print(f\"Class distribution: {np.bincount(y)}\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "rOSpMMLqSZ-Q",
+ "outputId": "47d20e2a-2130-49e7-b8f6-3a3b4d6bc355"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ " /content/bicep_curl.csv: 19 windows from 2361 samples\n",
+ " /content/shoulder_press.csv: 18 windows from 2192 samples\n",
+ " /content/rows.csv: 19 windows from 2360 samples\n",
+ "\n",
+ "Total dataset: 56 samples, 3 classes\n",
+ "Input shape: (56, 714)\n",
+ "Class distribution: [19 18 19]\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 2. Build & Train Model"
+ ],
+ "metadata": {
+ "id": "WYydLOC6SrdP"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "model = tf.keras.Sequential([\n",
+ " tf.keras.layers.InputLayer(input_shape=(NUM_SAMPLES * NUM_FEATURES,)),\n",
+ " tf.keras.layers.Dense(64, activation='relu'),\n",
+ " tf.keras.layers.Dropout(0.2),\n",
+ " tf.keras.layers.Dense(32, activation='relu'),\n",
+ " tf.keras.layers.Dropout(0.2),\n",
+ " tf.keras.layers.Dense(NUM_CLASSES, activation='softmax'),\n",
+ "])\n",
+ "\n",
+ "model.compile(\n",
+ " optimizer='adam',\n",
+ " loss='sparse_categorical_crossentropy',\n",
+ " metrics=['accuracy']\n",
+ ")\n",
+ "\n",
+ "model.summary()\n",
+ "\n",
+ "history = model.fit(\n",
+ " X, y,\n",
+ " epochs=EPOCHS,\n",
+ " batch_size=BATCH_SIZE,\n",
+ " validation_split=VALIDATION_SPLIT,\n",
+ " verbose=1\n",
+ ")\n",
+ "\n",
+ "val_acc = max(history.history['val_accuracy'])\n",
+ "print(f\"\\nBest validation accuracy: {val_acc:.2%}\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 1000
+ },
+ "id": "gL4YmRVdSwYW",
+ "outputId": "cd6eb135-fcd4-4601-af2f-4778b5a2fb53"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.12/dist-packages/keras/src/layers/core/input_layer.py:27: UserWarning: Argument `input_shape` is deprecated. Use `shape` instead.\n",
+ " warnings.warn(\n"
+ ]
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "\u001b[1mModel: \"sequential_5\"\u001b[0m\n"
+ ],
+ "text/html": [
+ "Model: \"sequential_5\"\n",
+ "
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+ ]
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
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+ "┃\u001b[1m \u001b[0m\u001b[1mLayer (type) \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mOutput Shape \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m Param #\u001b[0m\u001b[1m \u001b[0m┃\n",
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+ "│ dense_15 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m45,760\u001b[0m │\n",
+ "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
+ "│ dropout_10 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m64\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n",
+ "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
+ "│ dense_16 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m2,080\u001b[0m │\n",
+ "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
+ "│ dropout_11 (\u001b[38;5;33mDropout\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m32\u001b[0m) │ \u001b[38;5;34m0\u001b[0m │\n",
+ "├─────────────────────────────────┼────────────────────────┼───────────────┤\n",
+ "│ dense_17 (\u001b[38;5;33mDense\u001b[0m) │ (\u001b[38;5;45mNone\u001b[0m, \u001b[38;5;34m3\u001b[0m) │ \u001b[38;5;34m99\u001b[0m │\n",
+ "└─────────────────────────────────┴────────────────────────┴───────────────┘\n"
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+ "Epoch 1/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m1s\u001b[0m 235ms/step - accuracy: 0.3182 - loss: 1.1253 - val_accuracy: 0.5833 - val_loss: 1.0601\n",
+ "Epoch 2/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.4773 - loss: 1.0303 - val_accuracy: 0.3333 - val_loss: 1.0458\n",
+ "Epoch 3/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.5227 - loss: 1.0171 - val_accuracy: 0.6667 - val_loss: 0.9987\n",
+ "Epoch 4/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.6136 - loss: 0.9532 - val_accuracy: 0.2500 - val_loss: 1.0413\n",
+ "Epoch 5/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.4545 - loss: 1.0252 - val_accuracy: 0.2500 - val_loss: 1.0969\n",
+ "Epoch 6/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.3864 - loss: 1.1106 - val_accuracy: 0.5833 - val_loss: 0.9954\n",
+ "Epoch 7/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.4773 - loss: 0.9963 - val_accuracy: 0.3333 - val_loss: 0.9913\n",
+ "Epoch 8/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 0.4091 - loss: 1.0168 - val_accuracy: 0.5833 - val_loss: 0.9726\n",
+ "Epoch 9/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.4545 - loss: 1.0096 - val_accuracy: 0.6667 - val_loss: 0.9715\n",
+ "Epoch 10/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.4318 - loss: 1.0663 - val_accuracy: 0.6667 - val_loss: 0.9983\n",
+ "Epoch 11/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.4318 - loss: 1.0602 - val_accuracy: 0.6667 - val_loss: 0.9924\n",
+ "Epoch 12/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.4318 - loss: 1.0564 - val_accuracy: 0.6667 - val_loss: 0.9657\n",
+ "Epoch 13/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.4773 - loss: 1.0291 - val_accuracy: 0.9167 - val_loss: 0.9273\n",
+ "Epoch 14/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.5227 - loss: 0.9299 - val_accuracy: 0.5833 - val_loss: 0.9311\n",
+ "Epoch 15/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.5455 - loss: 0.8879 - val_accuracy: 0.5833 - val_loss: 0.9693\n",
+ "Epoch 16/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.5000 - loss: 1.0179 - val_accuracy: 0.5833 - val_loss: 0.9841\n",
+ "Epoch 17/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.5682 - loss: 0.9711 - val_accuracy: 0.5833 - val_loss: 0.9693\n",
+ "Epoch 18/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.5000 - loss: 0.9450 - val_accuracy: 0.5833 - val_loss: 0.9266\n",
+ "Epoch 19/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.5909 - loss: 0.9306 - val_accuracy: 0.5833 - val_loss: 0.8764\n",
+ "Epoch 20/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.7500 - loss: 0.8479 - val_accuracy: 1.0000 - val_loss: 0.8581\n",
+ "Epoch 21/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.7500 - loss: 0.8231 - val_accuracy: 1.0000 - val_loss: 0.8422\n",
+ "Epoch 22/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.6136 - loss: 0.9139 - val_accuracy: 0.9167 - val_loss: 0.8322\n",
+ "Epoch 23/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.7273 - loss: 0.8186 - val_accuracy: 0.5833 - val_loss: 0.8072\n",
+ "Epoch 24/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.6364 - loss: 0.8537 - val_accuracy: 1.0000 - val_loss: 0.7981\n",
+ "Epoch 25/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.5682 - loss: 0.8947 - val_accuracy: 0.7500 - val_loss: 0.7889\n",
+ "Epoch 26/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.5455 - loss: 0.8809 - val_accuracy: 0.7500 - val_loss: 0.7731\n",
+ "Epoch 27/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.7955 - loss: 0.7665 - val_accuracy: 1.0000 - val_loss: 0.7708\n",
+ "Epoch 28/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.7727 - loss: 0.7640 - val_accuracy: 1.0000 - val_loss: 0.7334\n",
+ "Epoch 29/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.6591 - loss: 0.8023 - val_accuracy: 0.5833 - val_loss: 0.7074\n",
+ "Epoch 30/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.6818 - loss: 0.7609 - val_accuracy: 0.5833 - val_loss: 0.7117\n",
+ "Epoch 31/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.7273 - loss: 0.7360 - val_accuracy: 1.0000 - val_loss: 0.6808\n",
+ "Epoch 32/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.7727 - loss: 0.6728 - val_accuracy: 1.0000 - val_loss: 0.6717\n",
+ "Epoch 33/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.7273 - loss: 0.7092 - val_accuracy: 0.7500 - val_loss: 0.6507\n",
+ "Epoch 34/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.7727 - loss: 0.6971 - val_accuracy: 1.0000 - val_loss: 0.6254\n",
+ "Epoch 35/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.7500 - loss: 0.6682 - val_accuracy: 0.5833 - val_loss: 0.6608\n",
+ "Epoch 36/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.7727 - loss: 0.5840 - val_accuracy: 0.5833 - val_loss: 0.7058\n",
+ "Epoch 37/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.5909 - loss: 0.7521 - val_accuracy: 0.5833 - val_loss: 0.6785\n",
+ "Epoch 38/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.7727 - loss: 0.6193 - val_accuracy: 0.5833 - val_loss: 0.6379\n",
+ "Epoch 39/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.8636 - loss: 0.6398 - val_accuracy: 1.0000 - val_loss: 0.6010\n",
+ "Epoch 40/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.7045 - loss: 0.7060 - val_accuracy: 1.0000 - val_loss: 0.5990\n",
+ "Epoch 41/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.7955 - loss: 0.6162 - val_accuracy: 1.0000 - val_loss: 0.5769\n",
+ "Epoch 42/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.7955 - loss: 0.6010 - val_accuracy: 1.0000 - val_loss: 0.5924\n",
+ "Epoch 43/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.7273 - loss: 0.6290 - val_accuracy: 1.0000 - val_loss: 0.6033\n",
+ "Epoch 44/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.7045 - loss: 0.6221 - val_accuracy: 1.0000 - val_loss: 0.5760\n",
+ "Epoch 45/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.7727 - loss: 0.6249 - val_accuracy: 1.0000 - val_loss: 0.5589\n",
+ "Epoch 46/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.7273 - loss: 0.5914 - val_accuracy: 1.0000 - val_loss: 0.5338\n",
+ "Epoch 47/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.8409 - loss: 0.5145 - val_accuracy: 0.5833 - val_loss: 0.5410\n",
+ "Epoch 48/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.7955 - loss: 0.5405 - val_accuracy: 1.0000 - val_loss: 0.5218\n",
+ "Epoch 49/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.7727 - loss: 0.5273 - val_accuracy: 1.0000 - val_loss: 0.4998\n",
+ "Epoch 50/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.8636 - loss: 0.5306 - val_accuracy: 1.0000 - val_loss: 0.4885\n",
+ "Epoch 51/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.7500 - loss: 0.5562 - val_accuracy: 1.0000 - val_loss: 0.4805\n",
+ "Epoch 52/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.8182 - loss: 0.5226 - val_accuracy: 1.0000 - val_loss: 0.4809\n",
+ "Epoch 53/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.8409 - loss: 0.4722 - val_accuracy: 1.0000 - val_loss: 0.4722\n",
+ "Epoch 54/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.8409 - loss: 0.5007 - val_accuracy: 1.0000 - val_loss: 0.4651\n",
+ "Epoch 55/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.8409 - loss: 0.5041 - val_accuracy: 1.0000 - val_loss: 0.4606\n",
+ "Epoch 56/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.8636 - loss: 0.4591 - val_accuracy: 1.0000 - val_loss: 0.4685\n",
+ "Epoch 57/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 0.8636 - loss: 0.4605 - val_accuracy: 1.0000 - val_loss: 0.4632\n",
+ "Epoch 58/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 114ms/step - accuracy: 0.8636 - loss: 0.4752 - val_accuracy: 1.0000 - val_loss: 0.4422\n",
+ "Epoch 59/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 129ms/step - accuracy: 0.8409 - loss: 0.4943 - val_accuracy: 1.0000 - val_loss: 0.4374\n",
+ "Epoch 60/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 128ms/step - accuracy: 0.8409 - loss: 0.4620 - val_accuracy: 1.0000 - val_loss: 0.4461\n",
+ "Epoch 61/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 104ms/step - accuracy: 0.8182 - loss: 0.4503 - val_accuracy: 1.0000 - val_loss: 0.4162\n",
+ "Epoch 62/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 97ms/step - accuracy: 0.7955 - loss: 0.4466 - val_accuracy: 1.0000 - val_loss: 0.3852\n",
+ "Epoch 63/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 97ms/step - accuracy: 0.7273 - loss: 0.4856 - val_accuracy: 1.0000 - val_loss: 0.3843\n",
+ "Epoch 64/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 114ms/step - accuracy: 0.9091 - loss: 0.3928 - val_accuracy: 1.0000 - val_loss: 0.3791\n",
+ "Epoch 65/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 130ms/step - accuracy: 0.9545 - loss: 0.3890 - val_accuracy: 1.0000 - val_loss: 0.4220\n",
+ "Epoch 66/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 135ms/step - accuracy: 0.8182 - loss: 0.5048 - val_accuracy: 1.0000 - val_loss: 0.4356\n",
+ "Epoch 67/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 112ms/step - accuracy: 0.8409 - loss: 0.4755 - val_accuracy: 1.0000 - val_loss: 0.4067\n",
+ "Epoch 68/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 149ms/step - accuracy: 0.9091 - loss: 0.4023 - val_accuracy: 1.0000 - val_loss: 0.3750\n",
+ "Epoch 69/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 134ms/step - accuracy: 0.8182 - loss: 0.4606 - val_accuracy: 1.0000 - val_loss: 0.3578\n",
+ "Epoch 70/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9318 - loss: 0.3954 - val_accuracy: 1.0000 - val_loss: 0.3405\n",
+ "Epoch 71/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.8636 - loss: 0.4058 - val_accuracy: 1.0000 - val_loss: 0.3461\n",
+ "Epoch 72/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 0.9091 - loss: 0.3618 - val_accuracy: 1.0000 - val_loss: 0.3857\n",
+ "Epoch 73/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.8409 - loss: 0.4316 - val_accuracy: 1.0000 - val_loss: 0.3429\n",
+ "Epoch 74/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.8636 - loss: 0.4268 - val_accuracy: 1.0000 - val_loss: 0.3166\n",
+ "Epoch 75/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 0.9091 - loss: 0.3769 - val_accuracy: 1.0000 - val_loss: 0.3101\n",
+ "Epoch 76/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.8636 - loss: 0.3915 - val_accuracy: 1.0000 - val_loss: 0.3463\n",
+ "Epoch 77/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9318 - loss: 0.3599 - val_accuracy: 1.0000 - val_loss: 0.3381\n",
+ "Epoch 78/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9318 - loss: 0.3564 - val_accuracy: 1.0000 - val_loss: 0.2944\n",
+ "Epoch 79/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 0.8636 - loss: 0.4141 - val_accuracy: 1.0000 - val_loss: 0.2995\n",
+ "Epoch 80/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 0.9318 - loss: 0.3272 - val_accuracy: 1.0000 - val_loss: 0.2868\n",
+ "Epoch 81/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 0.9545 - loss: 0.3045 - val_accuracy: 1.0000 - val_loss: 0.3052\n",
+ "Epoch 82/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.8636 - loss: 0.3685 - val_accuracy: 1.0000 - val_loss: 0.2858\n",
+ "Epoch 83/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9545 - loss: 0.2845 - val_accuracy: 1.0000 - val_loss: 0.2574\n",
+ "Epoch 84/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - accuracy: 0.8864 - loss: 0.3358 - val_accuracy: 1.0000 - val_loss: 0.2395\n",
+ "Epoch 85/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 0.9091 - loss: 0.3377 - val_accuracy: 1.0000 - val_loss: 0.2385\n",
+ "Epoch 86/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9091 - loss: 0.3062 - val_accuracy: 1.0000 - val_loss: 0.2637\n",
+ "Epoch 87/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 0.8864 - loss: 0.3267 - val_accuracy: 1.0000 - val_loss: 0.2747\n",
+ "Epoch 88/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 0.9545 - loss: 0.2518 - val_accuracy: 1.0000 - val_loss: 0.2357\n",
+ "Epoch 89/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 0.9545 - loss: 0.2408 - val_accuracy: 1.0000 - val_loss: 0.2119\n",
+ "Epoch 90/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 0.9091 - loss: 0.2662 - val_accuracy: 1.0000 - val_loss: 0.2127\n",
+ "Epoch 91/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 0.9318 - loss: 0.2834 - val_accuracy: 1.0000 - val_loss: 0.2126\n",
+ "Epoch 92/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 0.9545 - loss: 0.2602 - val_accuracy: 1.0000 - val_loss: 0.2256\n",
+ "Epoch 93/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9091 - loss: 0.2940 - val_accuracy: 1.0000 - val_loss: 0.2546\n",
+ "Epoch 94/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9545 - loss: 0.2344 - val_accuracy: 1.0000 - val_loss: 0.2194\n",
+ "Epoch 95/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 86ms/step - accuracy: 0.9545 - loss: 0.2602 - val_accuracy: 1.0000 - val_loss: 0.1951\n",
+ "Epoch 96/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9091 - loss: 0.2848 - val_accuracy: 1.0000 - val_loss: 0.1918\n",
+ "Epoch 97/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.2210 - val_accuracy: 1.0000 - val_loss: 0.2013\n",
+ "Epoch 98/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9545 - loss: 0.2605 - val_accuracy: 1.0000 - val_loss: 0.2243\n",
+ "Epoch 99/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.9318 - loss: 0.2721 - val_accuracy: 1.0000 - val_loss: 0.1755\n",
+ "Epoch 100/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.8864 - loss: 0.2680 - val_accuracy: 1.0000 - val_loss: 0.1668\n",
+ "Epoch 101/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.8864 - loss: 0.2596 - val_accuracy: 1.0000 - val_loss: 0.1633\n",
+ "Epoch 102/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.1889 - val_accuracy: 1.0000 - val_loss: 0.1863\n",
+ "Epoch 103/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9091 - loss: 0.3135 - val_accuracy: 1.0000 - val_loss: 0.1755\n",
+ "Epoch 104/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9318 - loss: 0.2324 - val_accuracy: 1.0000 - val_loss: 0.1528\n",
+ "Epoch 105/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9545 - loss: 0.2260 - val_accuracy: 1.0000 - val_loss: 0.1518\n",
+ "Epoch 106/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.2032 - val_accuracy: 1.0000 - val_loss: 0.1592\n",
+ "Epoch 107/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.2601 - val_accuracy: 1.0000 - val_loss: 0.1656\n",
+ "Epoch 108/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9545 - loss: 0.1951 - val_accuracy: 1.0000 - val_loss: 0.1806\n",
+ "Epoch 109/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.2291 - val_accuracy: 1.0000 - val_loss: 0.1324\n",
+ "Epoch 110/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.1754 - val_accuracy: 1.0000 - val_loss: 0.1263\n",
+ "Epoch 111/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 0.9773 - loss: 0.2005 - val_accuracy: 1.0000 - val_loss: 0.1276\n",
+ "Epoch 112/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.2138 - val_accuracy: 1.0000 - val_loss: 0.1464\n",
+ "Epoch 113/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.9091 - loss: 0.2290 - val_accuracy: 1.0000 - val_loss: 0.1209\n",
+ "Epoch 114/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.1449 - val_accuracy: 1.0000 - val_loss: 0.1099\n",
+ "Epoch 115/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.1592 - val_accuracy: 1.0000 - val_loss: 0.1028\n",
+ "Epoch 116/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.9545 - loss: 0.1843 - val_accuracy: 1.0000 - val_loss: 0.1080\n",
+ "Epoch 117/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9545 - loss: 0.1923 - val_accuracy: 1.0000 - val_loss: 0.1602\n",
+ "Epoch 118/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9773 - loss: 0.1675 - val_accuracy: 1.0000 - val_loss: 0.1068\n",
+ "Epoch 119/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9318 - loss: 0.1589 - val_accuracy: 1.0000 - val_loss: 0.0987\n",
+ "Epoch 120/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 114ms/step - accuracy: 0.9545 - loss: 0.1594 - val_accuracy: 1.0000 - val_loss: 0.0960\n",
+ "Epoch 121/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9318 - loss: 0.1830 - val_accuracy: 1.0000 - val_loss: 0.0855\n",
+ "Epoch 122/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.9545 - loss: 0.1782 - val_accuracy: 1.0000 - val_loss: 0.1288\n",
+ "Epoch 123/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 0.9545 - loss: 0.1579 - val_accuracy: 1.0000 - val_loss: 0.1068\n",
+ "Epoch 124/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.1314 - val_accuracy: 1.0000 - val_loss: 0.0899\n",
+ "Epoch 125/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.9545 - loss: 0.1595 - val_accuracy: 1.0000 - val_loss: 0.0763\n",
+ "Epoch 126/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.1131 - val_accuracy: 1.0000 - val_loss: 0.0725\n",
+ "Epoch 127/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.1242 - val_accuracy: 1.0000 - val_loss: 0.0887\n",
+ "Epoch 128/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9545 - loss: 0.1693 - val_accuracy: 1.0000 - val_loss: 0.0754\n",
+ "Epoch 129/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.1296 - val_accuracy: 1.0000 - val_loss: 0.0665\n",
+ "Epoch 130/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9545 - loss: 0.1307 - val_accuracy: 1.0000 - val_loss: 0.0661\n",
+ "Epoch 131/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9773 - loss: 0.1444 - val_accuracy: 1.0000 - val_loss: 0.0706\n",
+ "Epoch 132/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.1265 - val_accuracy: 1.0000 - val_loss: 0.0701\n",
+ "Epoch 133/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0944 - val_accuracy: 1.0000 - val_loss: 0.0606\n",
+ "Epoch 134/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 1.0000 - loss: 0.0867 - val_accuracy: 1.0000 - val_loss: 0.0544\n",
+ "Epoch 135/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.9545 - loss: 0.1495 - val_accuracy: 1.0000 - val_loss: 0.0597\n",
+ "Epoch 136/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0884 - val_accuracy: 1.0000 - val_loss: 0.0845\n",
+ "Epoch 137/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0919 - val_accuracy: 1.0000 - val_loss: 0.0698\n",
+ "Epoch 138/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0951 - val_accuracy: 1.0000 - val_loss: 0.0541\n",
+ "Epoch 139/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0985 - val_accuracy: 1.0000 - val_loss: 0.0461\n",
+ "Epoch 140/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 122ms/step - accuracy: 0.9773 - loss: 0.1440 - val_accuracy: 1.0000 - val_loss: 0.0505\n",
+ "Epoch 141/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9545 - loss: 0.1231 - val_accuracy: 1.0000 - val_loss: 0.0540\n",
+ "Epoch 142/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.1205 - val_accuracy: 1.0000 - val_loss: 0.0420\n",
+ "Epoch 143/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0989 - val_accuracy: 1.0000 - val_loss: 0.0411\n",
+ "Epoch 144/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 0.9773 - loss: 0.1258 - val_accuracy: 1.0000 - val_loss: 0.0462\n",
+ "Epoch 145/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0840 - val_accuracy: 1.0000 - val_loss: 0.0466\n",
+ "Epoch 146/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 86ms/step - accuracy: 0.9773 - loss: 0.0954 - val_accuracy: 1.0000 - val_loss: 0.0452\n",
+ "Epoch 147/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 1.0000 - loss: 0.0672 - val_accuracy: 1.0000 - val_loss: 0.0397\n",
+ "Epoch 148/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 123ms/step - accuracy: 0.9773 - loss: 0.0784 - val_accuracy: 1.0000 - val_loss: 0.0345\n",
+ "Epoch 149/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 1.0000 - loss: 0.0576 - val_accuracy: 1.0000 - val_loss: 0.0341\n",
+ "Epoch 150/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 1.0000 - loss: 0.0512 - val_accuracy: 1.0000 - val_loss: 0.0311\n",
+ "Epoch 151/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9545 - loss: 0.1255 - val_accuracy: 1.0000 - val_loss: 0.0424\n",
+ "Epoch 152/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0471 - val_accuracy: 1.0000 - val_loss: 0.0590\n",
+ "Epoch 153/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0777 - val_accuracy: 1.0000 - val_loss: 0.0431\n",
+ "Epoch 154/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.9773 - loss: 0.1121 - val_accuracy: 1.0000 - val_loss: 0.0341\n",
+ "Epoch 155/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 0.9773 - loss: 0.1246 - val_accuracy: 1.0000 - val_loss: 0.0388\n",
+ "Epoch 156/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.1155 - val_accuracy: 1.0000 - val_loss: 0.0477\n",
+ "Epoch 157/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 121ms/step - accuracy: 1.0000 - loss: 0.0775 - val_accuracy: 1.0000 - val_loss: 0.0423\n",
+ "Epoch 158/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 106ms/step - accuracy: 0.9773 - loss: 0.0902 - val_accuracy: 1.0000 - val_loss: 0.0373\n",
+ "Epoch 159/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 137ms/step - accuracy: 1.0000 - loss: 0.0899 - val_accuracy: 1.0000 - val_loss: 0.0339\n",
+ "Epoch 160/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 94ms/step - accuracy: 1.0000 - loss: 0.0694 - val_accuracy: 1.0000 - val_loss: 0.0316\n",
+ "Epoch 161/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 99ms/step - accuracy: 1.0000 - loss: 0.0962 - val_accuracy: 1.0000 - val_loss: 0.0313\n",
+ "Epoch 162/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 134ms/step - accuracy: 1.0000 - loss: 0.0747 - val_accuracy: 1.0000 - val_loss: 0.0287\n",
+ "Epoch 163/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 110ms/step - accuracy: 0.9545 - loss: 0.0756 - val_accuracy: 1.0000 - val_loss: 0.0282\n",
+ "Epoch 164/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 92ms/step - accuracy: 1.0000 - loss: 0.0754 - val_accuracy: 1.0000 - val_loss: 0.0232\n",
+ "Epoch 165/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 97ms/step - accuracy: 1.0000 - loss: 0.0559 - val_accuracy: 1.0000 - val_loss: 0.0227\n",
+ "Epoch 166/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 100ms/step - accuracy: 1.0000 - loss: 0.0446 - val_accuracy: 1.0000 - val_loss: 0.0237\n",
+ "Epoch 167/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 138ms/step - accuracy: 1.0000 - loss: 0.0521 - val_accuracy: 1.0000 - val_loss: 0.0216\n",
+ "Epoch 168/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 121ms/step - accuracy: 1.0000 - loss: 0.0490 - val_accuracy: 1.0000 - val_loss: 0.0177\n",
+ "Epoch 169/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 113ms/step - accuracy: 1.0000 - loss: 0.0533 - val_accuracy: 1.0000 - val_loss: 0.0168\n",
+ "Epoch 170/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 108ms/step - accuracy: 0.9773 - loss: 0.0650 - val_accuracy: 1.0000 - val_loss: 0.0163\n",
+ "Epoch 171/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 107ms/step - accuracy: 0.9773 - loss: 0.1248 - val_accuracy: 1.0000 - val_loss: 0.0185\n",
+ "Epoch 172/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0548 - val_accuracy: 1.0000 - val_loss: 0.0334\n",
+ "Epoch 173/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0629 - val_accuracy: 1.0000 - val_loss: 0.0394\n",
+ "Epoch 174/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0530 - val_accuracy: 1.0000 - val_loss: 0.0313\n",
+ "Epoch 175/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 1.0000 - loss: 0.0811 - val_accuracy: 1.0000 - val_loss: 0.0272\n",
+ "Epoch 176/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0552 - val_accuracy: 1.0000 - val_loss: 0.0254\n",
+ "Epoch 177/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9773 - loss: 0.0750 - val_accuracy: 1.0000 - val_loss: 0.0262\n",
+ "Epoch 178/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0918 - val_accuracy: 1.0000 - val_loss: 0.0419\n",
+ "Epoch 179/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.9773 - loss: 0.0981 - val_accuracy: 1.0000 - val_loss: 0.0701\n",
+ "Epoch 180/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.9545 - loss: 0.1120 - val_accuracy: 1.0000 - val_loss: 0.0186\n",
+ "Epoch 181/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.0659 - val_accuracy: 1.0000 - val_loss: 0.0211\n",
+ "Epoch 182/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0434 - val_accuracy: 1.0000 - val_loss: 0.0190\n",
+ "Epoch 183/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0592 - val_accuracy: 1.0000 - val_loss: 0.0140\n",
+ "Epoch 184/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0712 - val_accuracy: 1.0000 - val_loss: 0.0148\n",
+ "Epoch 185/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0520 - val_accuracy: 1.0000 - val_loss: 0.0183\n",
+ "Epoch 186/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.0839 - val_accuracy: 1.0000 - val_loss: 0.0194\n",
+ "Epoch 187/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0390 - val_accuracy: 1.0000 - val_loss: 0.0147\n",
+ "Epoch 188/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.0708 - val_accuracy: 1.0000 - val_loss: 0.0131\n",
+ "Epoch 189/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0453 - val_accuracy: 1.0000 - val_loss: 0.0173\n",
+ "Epoch 190/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9773 - loss: 0.0555 - val_accuracy: 1.0000 - val_loss: 0.0315\n",
+ "Epoch 191/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0460 - val_accuracy: 1.0000 - val_loss: 0.0406\n",
+ "Epoch 192/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.1013 - val_accuracy: 1.0000 - val_loss: 0.0278\n",
+ "Epoch 193/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0350 - val_accuracy: 1.0000 - val_loss: 0.0213\n",
+ "Epoch 194/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0538 - val_accuracy: 1.0000 - val_loss: 0.0177\n",
+ "Epoch 195/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 1.0000 - loss: 0.0561 - val_accuracy: 1.0000 - val_loss: 0.0128\n",
+ "Epoch 196/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0478 - val_accuracy: 1.0000 - val_loss: 0.0107\n",
+ "Epoch 197/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0420 - val_accuracy: 1.0000 - val_loss: 0.0131\n",
+ "Epoch 198/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.0563 - val_accuracy: 1.0000 - val_loss: 0.0151\n",
+ "Epoch 199/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0480 - val_accuracy: 1.0000 - val_loss: 0.0110\n",
+ "Epoch 200/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0474 - val_accuracy: 1.0000 - val_loss: 0.0112\n",
+ "Epoch 201/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0576 - val_accuracy: 1.0000 - val_loss: 0.0129\n",
+ "Epoch 202/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0348 - val_accuracy: 1.0000 - val_loss: 0.0142\n",
+ "Epoch 203/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0420 - val_accuracy: 1.0000 - val_loss: 0.0153\n",
+ "Epoch 204/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0515 - val_accuracy: 1.0000 - val_loss: 0.0148\n",
+ "Epoch 205/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0281 - val_accuracy: 1.0000 - val_loss: 0.0147\n",
+ "Epoch 206/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0304 - val_accuracy: 1.0000 - val_loss: 0.0138\n",
+ "Epoch 207/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.0626 - val_accuracy: 1.0000 - val_loss: 0.0104\n",
+ "Epoch 208/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0335 - val_accuracy: 1.0000 - val_loss: 0.0080\n",
+ "Epoch 209/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0379 - val_accuracy: 1.0000 - val_loss: 0.0075\n",
+ "Epoch 210/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0340 - val_accuracy: 1.0000 - val_loss: 0.0119\n",
+ "Epoch 211/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0389 - val_accuracy: 1.0000 - val_loss: 0.0152\n",
+ "Epoch 212/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9773 - loss: 0.0618 - val_accuracy: 1.0000 - val_loss: 0.0067\n",
+ "Epoch 213/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0504 - val_accuracy: 1.0000 - val_loss: 0.0068\n",
+ "Epoch 214/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 0.9773 - loss: 0.0604 - val_accuracy: 1.0000 - val_loss: 0.0072\n",
+ "Epoch 215/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 1.0000 - loss: 0.0234 - val_accuracy: 1.0000 - val_loss: 0.0086\n",
+ "Epoch 216/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 67ms/step - accuracy: 1.0000 - loss: 0.0460 - val_accuracy: 1.0000 - val_loss: 0.0126\n",
+ "Epoch 217/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0436 - val_accuracy: 1.0000 - val_loss: 0.0123\n",
+ "Epoch 218/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 0.9773 - loss: 0.0424 - val_accuracy: 1.0000 - val_loss: 0.0106\n",
+ "Epoch 219/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.9773 - loss: 0.0735 - val_accuracy: 1.0000 - val_loss: 0.0103\n",
+ "Epoch 220/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0329 - val_accuracy: 1.0000 - val_loss: 0.0154\n",
+ "Epoch 221/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.9773 - loss: 0.0545 - val_accuracy: 1.0000 - val_loss: 0.0172\n",
+ "Epoch 222/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0236 - val_accuracy: 1.0000 - val_loss: 0.0151\n",
+ "Epoch 223/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0422 - val_accuracy: 1.0000 - val_loss: 0.0106\n",
+ "Epoch 224/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 0.9773 - loss: 0.0560 - val_accuracy: 1.0000 - val_loss: 0.0083\n",
+ "Epoch 225/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0197 - val_accuracy: 1.0000 - val_loss: 0.0076\n",
+ "Epoch 226/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0179 - val_accuracy: 1.0000 - val_loss: 0.0077\n",
+ "Epoch 227/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 0.9773 - loss: 0.0483 - val_accuracy: 1.0000 - val_loss: 0.0079\n",
+ "Epoch 228/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0356 - val_accuracy: 1.0000 - val_loss: 0.0072\n",
+ "Epoch 229/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0337 - val_accuracy: 1.0000 - val_loss: 0.0061\n",
+ "Epoch 230/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0136 - val_accuracy: 1.0000 - val_loss: 0.0057\n",
+ "Epoch 231/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0223 - val_accuracy: 1.0000 - val_loss: 0.0045\n",
+ "Epoch 232/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 92ms/step - accuracy: 0.9773 - loss: 0.0741 - val_accuracy: 1.0000 - val_loss: 0.0045\n",
+ "Epoch 233/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0452 - val_accuracy: 1.0000 - val_loss: 0.0063\n",
+ "Epoch 234/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0254 - val_accuracy: 1.0000 - val_loss: 0.0083\n",
+ "Epoch 235/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 1.0000 - loss: 0.0419 - val_accuracy: 1.0000 - val_loss: 0.0096\n",
+ "Epoch 236/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0362 - val_accuracy: 1.0000 - val_loss: 0.0094\n",
+ "Epoch 237/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 1.0000 - loss: 0.0237 - val_accuracy: 1.0000 - val_loss: 0.0090\n",
+ "Epoch 238/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0405 - val_accuracy: 1.0000 - val_loss: 0.0075\n",
+ "Epoch 239/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0169 - val_accuracy: 1.0000 - val_loss: 0.0069\n",
+ "Epoch 240/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0271 - val_accuracy: 1.0000 - val_loss: 0.0063\n",
+ "Epoch 241/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 85ms/step - accuracy: 1.0000 - loss: 0.0138 - val_accuracy: 1.0000 - val_loss: 0.0049\n",
+ "Epoch 242/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0499 - val_accuracy: 1.0000 - val_loss: 0.0043\n",
+ "Epoch 243/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0360 - val_accuracy: 1.0000 - val_loss: 0.0038\n",
+ "Epoch 244/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0336 - val_accuracy: 1.0000 - val_loss: 0.0039\n",
+ "Epoch 245/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0324 - val_accuracy: 1.0000 - val_loss: 0.0056\n",
+ "Epoch 246/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0223 - val_accuracy: 1.0000 - val_loss: 0.0091\n",
+ "Epoch 247/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 0.9773 - loss: 0.0340 - val_accuracy: 1.0000 - val_loss: 0.0079\n",
+ "Epoch 248/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0282 - val_accuracy: 1.0000 - val_loss: 0.0056\n",
+ "Epoch 249/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0265 - val_accuracy: 1.0000 - val_loss: 0.0041\n",
+ "Epoch 250/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 87ms/step - accuracy: 0.9773 - loss: 0.0387 - val_accuracy: 1.0000 - val_loss: 0.0036\n",
+ "Epoch 251/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0242 - val_accuracy: 1.0000 - val_loss: 0.0039\n",
+ "Epoch 252/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0246 - val_accuracy: 1.0000 - val_loss: 0.0047\n",
+ "Epoch 253/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 0.9545 - loss: 0.0536 - val_accuracy: 1.0000 - val_loss: 0.0062\n",
+ "Epoch 254/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0364 - val_accuracy: 1.0000 - val_loss: 0.0058\n",
+ "Epoch 255/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0280 - val_accuracy: 1.0000 - val_loss: 0.0052\n",
+ "Epoch 256/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0192 - val_accuracy: 1.0000 - val_loss: 0.0051\n",
+ "Epoch 257/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0247 - val_accuracy: 1.0000 - val_loss: 0.0045\n",
+ "Epoch 258/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0151 - val_accuracy: 1.0000 - val_loss: 0.0041\n",
+ "Epoch 259/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 115ms/step - accuracy: 1.0000 - loss: 0.0271 - val_accuracy: 1.0000 - val_loss: 0.0037\n",
+ "Epoch 260/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0142 - val_accuracy: 1.0000 - val_loss: 0.0034\n",
+ "Epoch 261/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 86ms/step - accuracy: 1.0000 - loss: 0.0183 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 262/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 117ms/step - accuracy: 1.0000 - loss: 0.0129 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "Epoch 263/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 145ms/step - accuracy: 1.0000 - loss: 0.0113 - val_accuracy: 1.0000 - val_loss: 0.0035\n",
+ "Epoch 264/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 108ms/step - accuracy: 1.0000 - loss: 0.0120 - val_accuracy: 1.0000 - val_loss: 0.0039\n",
+ "Epoch 265/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 128ms/step - accuracy: 1.0000 - loss: 0.0192 - val_accuracy: 1.0000 - val_loss: 0.0034\n",
+ "Epoch 266/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 135ms/step - accuracy: 1.0000 - loss: 0.0152 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 267/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 130ms/step - accuracy: 1.0000 - loss: 0.0247 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 268/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 103ms/step - accuracy: 1.0000 - loss: 0.0195 - val_accuracy: 1.0000 - val_loss: 0.0028\n",
+ "Epoch 269/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 131ms/step - accuracy: 1.0000 - loss: 0.0170 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 270/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 131ms/step - accuracy: 1.0000 - loss: 0.0136 - val_accuracy: 1.0000 - val_loss: 0.0023\n",
+ "Epoch 271/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 144ms/step - accuracy: 0.9773 - loss: 0.0393 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 272/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 134ms/step - accuracy: 1.0000 - loss: 0.0090 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 273/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 142ms/step - accuracy: 1.0000 - loss: 0.0179 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 274/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0192 - val_accuracy: 1.0000 - val_loss: 0.0022\n",
+ "Epoch 275/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0069 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 276/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0148 - val_accuracy: 1.0000 - val_loss: 0.0019\n",
+ "Epoch 277/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0138 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 278/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0279 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 279/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0279 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 280/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0210 - val_accuracy: 1.0000 - val_loss: 0.0046\n",
+ "Epoch 281/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0400 - val_accuracy: 1.0000 - val_loss: 0.0133\n",
+ "Epoch 282/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0360 - val_accuracy: 1.0000 - val_loss: 0.0105\n",
+ "Epoch 283/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 0.9773 - loss: 0.0535 - val_accuracy: 1.0000 - val_loss: 0.0048\n",
+ "Epoch 284/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0195 - val_accuracy: 1.0000 - val_loss: 0.0037\n",
+ "Epoch 285/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - accuracy: 1.0000 - loss: 0.0192 - val_accuracy: 1.0000 - val_loss: 0.0037\n",
+ "Epoch 286/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.0639 - val_accuracy: 1.0000 - val_loss: 0.0036\n",
+ "Epoch 287/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0242 - val_accuracy: 1.0000 - val_loss: 0.0101\n",
+ "Epoch 288/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0235 - val_accuracy: 1.0000 - val_loss: 0.0259\n",
+ "Epoch 289/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.0425 - val_accuracy: 1.0000 - val_loss: 0.0099\n",
+ "Epoch 290/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0288 - val_accuracy: 1.0000 - val_loss: 0.0042\n",
+ "Epoch 291/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 0.9773 - loss: 0.0444 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 292/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0199 - val_accuracy: 1.0000 - val_loss: 0.0034\n",
+ "Epoch 293/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0131 - val_accuracy: 1.0000 - val_loss: 0.0049\n",
+ "Epoch 294/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 135ms/step - accuracy: 0.9773 - loss: 0.0395 - val_accuracy: 1.0000 - val_loss: 0.0044\n",
+ "Epoch 295/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9773 - loss: 0.0398 - val_accuracy: 1.0000 - val_loss: 0.0046\n",
+ "Epoch 296/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9773 - loss: 0.0420 - val_accuracy: 1.0000 - val_loss: 0.0063\n",
+ "Epoch 297/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 1.0000 - loss: 0.0564 - val_accuracy: 1.0000 - val_loss: 0.0066\n",
+ "Epoch 298/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0176 - val_accuracy: 1.0000 - val_loss: 0.0080\n",
+ "Epoch 299/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0295 - val_accuracy: 1.0000 - val_loss: 0.0069\n",
+ "Epoch 300/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0207 - val_accuracy: 1.0000 - val_loss: 0.0040\n",
+ "Epoch 301/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0220 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 302/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0107 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 303/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0222 - val_accuracy: 1.0000 - val_loss: 0.0022\n",
+ "Epoch 304/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0113 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 305/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0086 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 306/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 0.9773 - loss: 0.0524 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 307/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0356 - val_accuracy: 1.0000 - val_loss: 0.0026\n",
+ "Epoch 308/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0163 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "Epoch 309/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0156 - val_accuracy: 1.0000 - val_loss: 0.0039\n",
+ "Epoch 310/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0151 - val_accuracy: 1.0000 - val_loss: 0.0045\n",
+ "Epoch 311/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0188 - val_accuracy: 1.0000 - val_loss: 0.0044\n",
+ "Epoch 312/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0135 - val_accuracy: 1.0000 - val_loss: 0.0039\n",
+ "Epoch 313/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0157 - val_accuracy: 1.0000 - val_loss: 0.0036\n",
+ "Epoch 314/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 1.0000 - loss: 0.0127 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 315/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 1.0000 - loss: 0.0116 - val_accuracy: 1.0000 - val_loss: 0.0029\n",
+ "Epoch 316/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0229 - val_accuracy: 1.0000 - val_loss: 0.0024\n",
+ "Epoch 317/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0117 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 318/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0220 - val_accuracy: 1.0000 - val_loss: 0.0024\n",
+ "Epoch 319/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0218 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 320/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0180 - val_accuracy: 1.0000 - val_loss: 0.0019\n",
+ "Epoch 321/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 92ms/step - accuracy: 1.0000 - loss: 0.0231 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 322/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0064 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 323/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0237 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 324/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0102 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 325/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0249 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 326/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0063 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 327/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0088 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 328/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0176 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 329/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0036 - val_accuracy: 1.0000 - val_loss: 0.0019\n",
+ "Epoch 330/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 93ms/step - accuracy: 1.0000 - loss: 0.0069 - val_accuracy: 1.0000 - val_loss: 0.0023\n",
+ "Epoch 331/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0213 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 332/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0133 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 333/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0295 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 334/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0063 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 335/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0081 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 336/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0072 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 337/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0134 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 338/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0143 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 339/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 89ms/step - accuracy: 1.0000 - loss: 0.0041 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 340/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0211 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 341/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0129 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 342/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9773 - loss: 0.0525 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 343/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0318 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 344/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0141 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 345/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0173 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 346/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0063 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 347/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0131 - val_accuracy: 1.0000 - val_loss: 0.0024\n",
+ "Epoch 348/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 89ms/step - accuracy: 1.0000 - loss: 0.0225 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 349/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0108 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 350/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0077 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 351/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.0293 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 352/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0130 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 353/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0218 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 354/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0154 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 355/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0119 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 356/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0089 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 357/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 1.0000 - loss: 0.0130 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 358/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9545 - loss: 0.0557 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 359/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0137 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 360/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0112 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 361/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 118ms/step - accuracy: 1.0000 - loss: 0.0066 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 362/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 95ms/step - accuracy: 1.0000 - loss: 0.0099 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 363/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 114ms/step - accuracy: 1.0000 - loss: 0.0101 - val_accuracy: 1.0000 - val_loss: 9.7653e-04\n",
+ "Epoch 364/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 107ms/step - accuracy: 1.0000 - loss: 0.0227 - val_accuracy: 1.0000 - val_loss: 9.0990e-04\n",
+ "Epoch 365/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 101ms/step - accuracy: 0.9773 - loss: 0.0271 - val_accuracy: 1.0000 - val_loss: 8.2798e-04\n",
+ "Epoch 366/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 104ms/step - accuracy: 1.0000 - loss: 0.0055 - val_accuracy: 1.0000 - val_loss: 7.7313e-04\n",
+ "Epoch 367/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 129ms/step - accuracy: 0.9773 - loss: 0.0227 - val_accuracy: 1.0000 - val_loss: 8.9792e-04\n",
+ "Epoch 368/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 105ms/step - accuracy: 1.0000 - loss: 0.0089 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 369/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 93ms/step - accuracy: 1.0000 - loss: 0.0222 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 370/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 146ms/step - accuracy: 1.0000 - loss: 0.0100 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 371/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 107ms/step - accuracy: 1.0000 - loss: 0.0095 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 372/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 131ms/step - accuracy: 1.0000 - loss: 0.0062 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 373/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 112ms/step - accuracy: 1.0000 - loss: 0.0200 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 374/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 96ms/step - accuracy: 1.0000 - loss: 0.0114 - val_accuracy: 1.0000 - val_loss: 0.0010\n",
+ "Epoch 375/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 133ms/step - accuracy: 1.0000 - loss: 0.0153 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 376/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 150ms/step - accuracy: 1.0000 - loss: 0.0283 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 377/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0109 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 378/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0104 - val_accuracy: 1.0000 - val_loss: 9.6059e-04\n",
+ "Epoch 379/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0125 - val_accuracy: 1.0000 - val_loss: 7.1747e-04\n",
+ "Epoch 380/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0070 - val_accuracy: 1.0000 - val_loss: 6.8902e-04\n",
+ "Epoch 381/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0092 - val_accuracy: 1.0000 - val_loss: 7.7711e-04\n",
+ "Epoch 382/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9773 - loss: 0.0229 - val_accuracy: 1.0000 - val_loss: 9.1041e-04\n",
+ "Epoch 383/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0090 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 384/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0049 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 385/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0276 - val_accuracy: 1.0000 - val_loss: 0.0019\n",
+ "Epoch 386/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0103 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 387/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0036 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 388/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0055 - val_accuracy: 1.0000 - val_loss: 0.0010\n",
+ "Epoch 389/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0189 - val_accuracy: 1.0000 - val_loss: 9.9082e-04\n",
+ "Epoch 390/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0252 - val_accuracy: 1.0000 - val_loss: 8.7912e-04\n",
+ "Epoch 391/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0103 - val_accuracy: 1.0000 - val_loss: 7.5176e-04\n",
+ "Epoch 392/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0048 - val_accuracy: 1.0000 - val_loss: 6.6693e-04\n",
+ "Epoch 393/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 88ms/step - accuracy: 1.0000 - loss: 0.0173 - val_accuracy: 1.0000 - val_loss: 7.2142e-04\n",
+ "Epoch 394/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 68ms/step - accuracy: 0.9773 - loss: 0.0264 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 395/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0069 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "Epoch 396/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0185 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 397/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0079 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 398/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.0234 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 399/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0280 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 400/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0083 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 401/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0105 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 402/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0211 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 403/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0132 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 404/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 70ms/step - accuracy: 1.0000 - loss: 0.0090 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 405/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0237 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 406/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0053 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 407/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0125 - val_accuracy: 1.0000 - val_loss: 0.0010\n",
+ "Epoch 408/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 69ms/step - accuracy: 1.0000 - loss: 0.0048 - val_accuracy: 1.0000 - val_loss: 7.7202e-04\n",
+ "Epoch 409/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0071 - val_accuracy: 1.0000 - val_loss: 6.4449e-04\n",
+ "Epoch 410/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0192 - val_accuracy: 1.0000 - val_loss: 5.6183e-04\n",
+ "Epoch 411/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0084 - val_accuracy: 1.0000 - val_loss: 5.5307e-04\n",
+ "Epoch 412/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0332 - val_accuracy: 1.0000 - val_loss: 4.8037e-04\n",
+ "Epoch 413/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0023 - val_accuracy: 1.0000 - val_loss: 4.9102e-04\n",
+ "Epoch 414/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0085 - val_accuracy: 1.0000 - val_loss: 5.4658e-04\n",
+ "Epoch 415/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 73ms/step - accuracy: 1.0000 - loss: 0.0108 - val_accuracy: 1.0000 - val_loss: 5.7881e-04\n",
+ "Epoch 416/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0053 - val_accuracy: 1.0000 - val_loss: 5.7878e-04\n",
+ "Epoch 417/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 81ms/step - accuracy: 1.0000 - loss: 0.0057 - val_accuracy: 1.0000 - val_loss: 5.7281e-04\n",
+ "Epoch 418/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 87ms/step - accuracy: 0.9773 - loss: 0.0599 - val_accuracy: 1.0000 - val_loss: 4.8959e-04\n",
+ "Epoch 419/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 86ms/step - accuracy: 1.0000 - loss: 0.0059 - val_accuracy: 1.0000 - val_loss: 4.8298e-04\n",
+ "Epoch 420/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 86ms/step - accuracy: 1.0000 - loss: 0.0036 - val_accuracy: 1.0000 - val_loss: 4.7332e-04\n",
+ "Epoch 421/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - accuracy: 0.9773 - loss: 0.0414 - val_accuracy: 1.0000 - val_loss: 6.0994e-04\n",
+ "Epoch 422/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 1.0000 - loss: 0.0104 - val_accuracy: 1.0000 - val_loss: 9.7395e-04\n",
+ "Epoch 423/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0066 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 424/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 90ms/step - accuracy: 1.0000 - loss: 0.0106 - val_accuracy: 1.0000 - val_loss: 0.0016\n",
+ "Epoch 425/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.0263 - val_accuracy: 1.0000 - val_loss: 0.0010\n",
+ "Epoch 426/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0030 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 427/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0086 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 428/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0111 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 429/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0043 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 430/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0204 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 431/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0106 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 432/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0123 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 433/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0181 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 434/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0115 - val_accuracy: 1.0000 - val_loss: 8.0598e-04\n",
+ "Epoch 435/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0038 - val_accuracy: 1.0000 - val_loss: 6.3947e-04\n",
+ "Epoch 436/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0018 - val_accuracy: 1.0000 - val_loss: 5.7617e-04\n",
+ "Epoch 437/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0056 - val_accuracy: 1.0000 - val_loss: 5.4102e-04\n",
+ "Epoch 438/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0105 - val_accuracy: 1.0000 - val_loss: 5.8404e-04\n",
+ "Epoch 439/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0181 - val_accuracy: 1.0000 - val_loss: 0.0011\n",
+ "Epoch 440/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0085 - val_accuracy: 1.0000 - val_loss: 0.0032\n",
+ "Epoch 441/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9773 - loss: 0.0356 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 442/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0119 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 443/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0103 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 444/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0094 - val_accuracy: 1.0000 - val_loss: 0.0019\n",
+ "Epoch 445/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0119 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 446/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0187 - val_accuracy: 1.0000 - val_loss: 0.0014\n",
+ "Epoch 447/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 1.0000 - loss: 0.0170 - val_accuracy: 1.0000 - val_loss: 9.4946e-04\n",
+ "Epoch 448/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0059 - val_accuracy: 1.0000 - val_loss: 6.2282e-04\n",
+ "Epoch 449/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0119 - val_accuracy: 1.0000 - val_loss: 3.9283e-04\n",
+ "Epoch 450/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0022 - val_accuracy: 1.0000 - val_loss: 5.8836e-04\n",
+ "Epoch 451/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0059 - val_accuracy: 1.0000 - val_loss: 0.0013\n",
+ "Epoch 452/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0077 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 453/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0122 - val_accuracy: 1.0000 - val_loss: 0.0018\n",
+ "Epoch 454/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0044 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 455/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0118 - val_accuracy: 1.0000 - val_loss: 5.6557e-04\n",
+ "Epoch 456/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 87ms/step - accuracy: 1.0000 - loss: 0.0040 - val_accuracy: 1.0000 - val_loss: 4.0353e-04\n",
+ "Epoch 457/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0166 - val_accuracy: 1.0000 - val_loss: 3.6055e-04\n",
+ "Epoch 458/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0038 - val_accuracy: 1.0000 - val_loss: 3.4470e-04\n",
+ "Epoch 459/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 76ms/step - accuracy: 1.0000 - loss: 0.0070 - val_accuracy: 1.0000 - val_loss: 3.9575e-04\n",
+ "Epoch 460/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0086 - val_accuracy: 1.0000 - val_loss: 4.8732e-04\n",
+ "Epoch 461/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0041 - val_accuracy: 1.0000 - val_loss: 5.3064e-04\n",
+ "Epoch 462/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0052 - val_accuracy: 1.0000 - val_loss: 5.6647e-04\n",
+ "Epoch 463/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 131ms/step - accuracy: 1.0000 - loss: 0.0136 - val_accuracy: 1.0000 - val_loss: 6.1758e-04\n",
+ "Epoch 464/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 113ms/step - accuracy: 1.0000 - loss: 0.0055 - val_accuracy: 1.0000 - val_loss: 9.8961e-04\n",
+ "Epoch 465/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 134ms/step - accuracy: 1.0000 - loss: 0.0180 - val_accuracy: 1.0000 - val_loss: 0.0020\n",
+ "Epoch 466/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 96ms/step - accuracy: 1.0000 - loss: 0.0053 - val_accuracy: 1.0000 - val_loss: 0.0032\n",
+ "Epoch 467/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 109ms/step - accuracy: 1.0000 - loss: 0.0066 - val_accuracy: 1.0000 - val_loss: 0.0033\n",
+ "Epoch 468/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 107ms/step - accuracy: 1.0000 - loss: 0.0076 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 469/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 159ms/step - accuracy: 1.0000 - loss: 0.0069 - val_accuracy: 1.0000 - val_loss: 0.0015\n",
+ "Epoch 470/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 131ms/step - accuracy: 1.0000 - loss: 0.0098 - val_accuracy: 1.0000 - val_loss: 8.8552e-04\n",
+ "Epoch 471/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 91ms/step - accuracy: 1.0000 - loss: 0.0073 - val_accuracy: 1.0000 - val_loss: 5.8999e-04\n",
+ "Epoch 472/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 109ms/step - accuracy: 0.9773 - loss: 0.0376 - val_accuracy: 1.0000 - val_loss: 5.7362e-04\n",
+ "Epoch 473/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 124ms/step - accuracy: 1.0000 - loss: 0.0061 - val_accuracy: 1.0000 - val_loss: 0.0049\n",
+ "Epoch 474/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 165ms/step - accuracy: 0.9773 - loss: 0.0721 - val_accuracy: 1.0000 - val_loss: 0.0017\n",
+ "Epoch 475/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 115ms/step - accuracy: 1.0000 - loss: 0.0168 - val_accuracy: 1.0000 - val_loss: 0.0024\n",
+ "Epoch 476/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 78ms/step - accuracy: 0.9773 - loss: 0.0362 - val_accuracy: 1.0000 - val_loss: 0.0056\n",
+ "Epoch 477/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0248 - val_accuracy: 1.0000 - val_loss: 0.0080\n",
+ "Epoch 478/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 0.9773 - loss: 0.0411 - val_accuracy: 1.0000 - val_loss: 0.0040\n",
+ "Epoch 479/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0073 - val_accuracy: 1.0000 - val_loss: 0.0024\n",
+ "Epoch 480/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 74ms/step - accuracy: 1.0000 - loss: 0.0175 - val_accuracy: 1.0000 - val_loss: 0.0021\n",
+ "Epoch 481/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0168 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 482/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 88ms/step - accuracy: 0.9773 - loss: 0.0516 - val_accuracy: 1.0000 - val_loss: 6.2287e-04\n",
+ "Epoch 483/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 77ms/step - accuracy: 1.0000 - loss: 0.0034 - val_accuracy: 1.0000 - val_loss: 6.9114e-04\n",
+ "Epoch 484/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 79ms/step - accuracy: 1.0000 - loss: 0.0043 - val_accuracy: 1.0000 - val_loss: 0.0012\n",
+ "Epoch 485/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 1.0000 - loss: 0.0095 - val_accuracy: 1.0000 - val_loss: 0.0022\n",
+ "Epoch 486/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 80ms/step - accuracy: 1.0000 - loss: 0.0073 - val_accuracy: 1.0000 - val_loss: 0.0031\n",
+ "Epoch 487/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 0.9545 - loss: 0.1019 - val_accuracy: 1.0000 - val_loss: 0.0046\n",
+ "Epoch 488/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 83ms/step - accuracy: 0.9773 - loss: 0.0633 - val_accuracy: 1.0000 - val_loss: 0.0327\n",
+ "Epoch 489/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 88ms/step - accuracy: 1.0000 - loss: 0.0481 - val_accuracy: 1.0000 - val_loss: 0.0084\n",
+ "Epoch 490/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 85ms/step - accuracy: 0.9773 - loss: 0.0304 - val_accuracy: 1.0000 - val_loss: 0.0194\n",
+ "Epoch 491/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 89ms/step - accuracy: 0.9773 - loss: 0.0670 - val_accuracy: 1.0000 - val_loss: 0.0186\n",
+ "Epoch 492/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 0.9545 - loss: 0.0842 - val_accuracy: 1.0000 - val_loss: 0.0085\n",
+ "Epoch 493/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 82ms/step - accuracy: 0.9773 - loss: 0.0436 - val_accuracy: 1.0000 - val_loss: 0.0062\n",
+ "Epoch 494/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 1.0000 - loss: 0.0171 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 495/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 72ms/step - accuracy: 0.9773 - loss: 0.0321 - val_accuracy: 1.0000 - val_loss: 0.0025\n",
+ "Epoch 496/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 0.9773 - loss: 0.0362 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "Epoch 497/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0255 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "Epoch 498/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 75ms/step - accuracy: 1.0000 - loss: 0.0310 - val_accuracy: 1.0000 - val_loss: 0.0027\n",
+ "Epoch 499/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 84ms/step - accuracy: 1.0000 - loss: 0.0371 - val_accuracy: 1.0000 - val_loss: 0.0026\n",
+ "Epoch 500/500\n",
+ "\u001b[1m2/2\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 71ms/step - accuracy: 1.0000 - loss: 0.0116 - val_accuracy: 1.0000 - val_loss: 0.0030\n",
+ "\n",
+ "Best validation accuracy: 100.00%\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 3. Verify Float Model"
+ ],
+ "metadata": {
+ "id": "DbDtCQ-FS0Cb"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "### Graph the loss\n",
+ "\n",
+ "Graph the loss to see when the model stops improving."
+ ],
+ "metadata": {
+ "id": "msK08QHZuM_r"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "# increase the size of the graphs. The default size is (6,4).\n",
+ "plt.rcParams[\"figure.figsize\"] = (20,10)\n",
+ "\n",
+ "# graph the loss, the model above is configure to use \"mean squared error\" as the loss function\n",
+ "loss = history.history['loss']\n",
+ "val_loss = history.history['val_loss']\n",
+ "epochs = range(1, len(loss) + 1)\n",
+ "plt.plot(epochs, loss, 'g.', label='Training loss')\n",
+ "plt.plot(epochs, val_loss, 'b', label='Validation loss')\n",
+ "plt.title('Training and validation loss')\n",
+ "plt.xlabel('Epochs')\n",
+ "plt.ylabel('Loss')\n",
+ "plt.legend()\n",
+ "plt.show()\n",
+ "\n",
+ "print(plt.rcParams[\"figure.figsize\"])"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "N8dPXbxEn7Iv",
+ "outputId": "1561f42f-17d4-46d3-b4ac-166c583f52d6"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "[20.0, 10.0]\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "# graph the loss again skipping a bit of the start\n",
+ "SKIP = 200\n",
+ "plt.plot(epochs[SKIP:], loss[SKIP:], 'g.', label='Training loss')\n",
+ "plt.plot(epochs[SKIP:], val_loss[SKIP:], 'b.', label='Validation loss')\n",
+ "plt.title('Training and validation loss')\n",
+ "plt.xlabel('Epochs')\n",
+ "plt.ylabel('Loss')\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "KkHwja71v-Gu",
+ "outputId": "a0ab71a4-9ef5-4779-f526-3c1a58ec0ed5"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": 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+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 4. Full Integer Quantization"
+ ],
+ "metadata": {
+ "id": "6FiZQ_yOS-00"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "print(\"\\n--- Full Int8 Quantization ---\")\n",
+ "\n",
+ "# Representative dataset generator (REQUIRED for full int8 quantization)\n",
+ "def representative_dataset():\n",
+ " \"\"\"Yields representative input samples for calibration.\"\"\"\n",
+ " # Use a subset of training data for calibration\n",
+ " cal_indices = np.random.choice(len(X), min(100, len(X)), replace=False)\n",
+ " for i in cal_indices:\n",
+ " sample = X[i:i+1].astype(np.float32)\n",
+ " yield [sample]\n",
+ "\n",
+ "# Convert with FULL integer quantization\n",
+ "converter = tf.lite.TFLiteConverter.from_keras_model(model)\n",
+ "converter.optimizations = [tf.lite.Optimize.DEFAULT]\n",
+ "converter.representative_dataset = representative_dataset\n",
+ "# Force all ops to int8 (input/output stay float32 for convenience)\n",
+ "converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS_INT8]\n",
+ "converter.inference_input_type = tf.float32 # Keep float I/O for easy Arduino use\n",
+ "converter.inference_output_type = tf.float32\n",
+ "\n",
+ "tflite_model = converter.convert()\n",
+ "print(f\"Quantized model size: {len(tflite_model):,} bytes\")\n",
+ "\n",
+ "# Save .tflite file\n",
+ "tflite_path = \"model_int8.tflite\"\n",
+ "with open(tflite_path, 'wb') as f:\n",
+ " f.write(tflite_model)\n",
+ "print(f\"Saved: {tflite_path}\")\n"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "-W6sNnMTTCAG",
+ "outputId": "6108a807-69b9-484d-edbe-c84a5c13b27d"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "--- Full Int8 Quantization ---\n",
+ "Saved artifact at '/tmp/tmp3i8vzmmz'. The following endpoints are available:\n",
+ "\n",
+ "* Endpoint 'serve'\n",
+ " args_0 (POSITIONAL_ONLY): TensorSpec(shape=(None, 714), dtype=tf.float32, name='keras_tensor_30')\n",
+ "Output Type:\n",
+ " TensorSpec(shape=(None, 3), dtype=tf.float32, name=None)\n",
+ "Captures:\n",
+ " 133096970499088: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ " 133096970496784: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ " 133096970494672: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ " 133096970498704: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ " 133096970499664: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ " 133096970499856: TensorSpec(shape=(), dtype=tf.resource, name=None)\n",
+ "Quantized model size: 53,456 bytes\n",
+ "Saved: model_int8.tflite\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.12/dist-packages/tensorflow/lite/python/convert.py:854: UserWarning: Statistics for quantized inputs were expected, but not specified; continuing anyway.\n",
+ " warnings.warn(\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 5. Verify Quantized Model"
+ ],
+ "metadata": {
+ "id": "ebzFT6lkTHlI"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "print(\"\\n--- Quantized Model Verification ---\")\n",
+ "interpreter = tf.lite.Interpreter(model_path=tflite_path)\n",
+ "interpreter.allocate_tensors()\n",
+ "\n",
+ "input_details = interpreter.get_input_details()\n",
+ "output_details = interpreter.get_output_details()\n",
+ "\n",
+ "print(f\"Input: shape={input_details[0]['shape']}, dtype={input_details[0]['dtype']}\")\n",
+ "print(f\"Output: shape={output_details[0]['shape']}, dtype={output_details[0]['dtype']}\")\n",
+ "\n",
+ "# Test predictions with quantized model\n",
+ "print(\"\\nQuantized model predictions:\")\n",
+ "for i in range(min(5, len(X))):\n",
+ " interpreter.set_tensor(input_details[0]['index'], X[i:i+1])\n",
+ " interpreter.invoke()\n",
+ " output = interpreter.get_tensor(output_details[0]['index'])[0]\n",
+ " pred_class = np.argmax(output)\n",
+ " confidence = output[pred_class]\n",
+ " true_class = y[i]\n",
+ " match = \"✓\" if pred_class == true_class else \"✗\"\n",
+ " print(f\" {match} Sample {i}: predicted={GESTURE_NAMES[pred_class]} \"\n",
+ " f\"({confidence:.2%}), true={GESTURE_NAMES[true_class]}\")\n",
+ "\n",
+ "# Full accuracy test\n",
+ "correct = 0\n",
+ "for i in range(len(X)):\n",
+ " interpreter.set_tensor(input_details[0]['index'], X[i:i+1])\n",
+ " interpreter.invoke()\n",
+ " output = interpreter.get_tensor(output_details[0]['index'])[0]\n",
+ " if np.argmax(output) == y[i]:\n",
+ " correct += 1\n",
+ "quant_acc = correct / len(X)\n",
+ "print(f\"\\nQuantized model accuracy: {quant_acc:.2%} (on training data)\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "P9FqyMnXTKFY",
+ "outputId": "3a70c8c0-f584-4f72-c394-aadeeb77831d"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "--- Quantized Model Verification ---\n",
+ "Input: shape=[ 1 714], dtype=\n",
+ "Output: shape=[1 3], dtype=\n",
+ "\n",
+ "Quantized model predictions:\n",
+ " ✓ Sample 0: predicted=bicep_curl (99.61%), true=bicep_curl\n",
+ " ✓ Sample 1: predicted=bicep_curl (99.61%), true=bicep_curl\n",
+ " ✓ Sample 2: predicted=shoulder_press (99.61%), true=shoulder_press\n",
+ " ✓ Sample 3: predicted=bicep_curl (99.61%), true=bicep_curl\n",
+ " ✓ Sample 4: predicted=shoulder_press (99.61%), true=shoulder_press\n",
+ "\n",
+ "Quantized model accuracy: 100.00% (on training data)\n"
+ ]
+ },
+ {
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.12/dist-packages/tensorflow/lite/python/interpreter.py:457: UserWarning: Warning: tf.lite.Interpreter is deprecated and is scheduled for deletion in\n",
+ " TF 2.20. Please use the LiteRT interpreter from the ai_edge_litert package.\n",
+ " See the [migration guide](https://ai.google.dev/edge/litert/migration)\n",
+ " for details.\n",
+ " \n",
+ " warnings.warn(_INTERPRETER_DELETION_WARNING)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# 6. Generate Arduino Header File"
+ ],
+ "metadata": {
+ "id": "NfeuMkC5TOAo"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "print(\"\\n--- Generating Arduino Header ---\")\n",
+ "\n",
+ "header_path = \"model_int8.h\"\n",
+ "with open(header_path, 'w') as f:\n",
+ " f.write('// Auto-generated — full int8 quantized TFLite model\\n')\n",
+ " f.write(f'// Model size: {len(tflite_model):,} bytes\\n')\n",
+ " f.write(f'// Classes: {GESTURE_NAMES}\\n')\n",
+ " f.write(f'// Input: ({NUM_SAMPLES} × {NUM_FEATURES}) = {NUM_SAMPLES * NUM_FEATURES} float32 values\\n')\n",
+ " f.write(f'// Quantized accuracy: {quant_acc:.2%}\\n\\n')\n",
+ " f.write('#ifndef MODEL_INT8_H\\n')\n",
+ " f.write('#define MODEL_INT8_H\\n\\n')\n",
+ " f.write(f'constexpr int kNumSamples = {NUM_SAMPLES};\\n')\n",
+ " f.write(f'constexpr int kNumFeatures = {NUM_FEATURES};\\n')\n",
+ " f.write(f'constexpr int kNumClasses = {NUM_CLASSES};\\n\\n')\n",
+ "\n",
+ " # Gesture names array\n",
+ " f.write('const char* kGestureNames[] = {\\n')\n",
+ " for name in GESTURE_NAMES:\n",
+ " f.write(f' \"{name}\",\\n')\n",
+ " f.write('};\\n\\n')\n",
+ "\n",
+ " # Model bytes — aligned for ARM\n",
+ " f.write(f'alignas(16) const unsigned char g_model[] = {{\\n')\n",
+ " for i in range(0, len(tflite_model), 12):\n",
+ " f.write(' ')\n",
+ " chunk = tflite_model[i:i+12]\n",
+ " f.write(', '.join(f'0x{b:02x}' for b in chunk))\n",
+ " if i + 12 < len(tflite_model):\n",
+ " f.write(',')\n",
+ " f.write('\\n')\n",
+ " f.write('};\\n')\n",
+ " f.write(f'const unsigned int g_model_len = {len(tflite_model)};\\n\\n')\n",
+ " f.write('#endif // MODEL_INT8_H\\n')\n",
+ "\n",
+ "print(f\"Saved: {header_path}\")\n",
+ "print(f\"Header file size: {Path(header_path).stat().st_size:,} bytes\")\n",
+ "\n",
+ "# Copy to outputs\n",
+ "#import shutil\n",
+ "#shutil.copy(header_path, f\"/content/{header_path}\")\n",
+ "#shutil.copy(tflite_path, f\"/content/{tflite_path}\")\n",
+ "\n",
+ "print(\"\\n=== Done ===\")\n",
+ "print(f\"Model: {tflite_path} ({len(tflite_model):,} bytes)\")\n",
+ "print(f\"Header: {header_path}\")\n",
+ "print(f\"Classes: {GESTURE_NAMES}\")\n",
+ "print(f\"Accuracy: {quant_acc:.2%}\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "YwKfQpIoTUzI",
+ "outputId": "7b536131-3474-4552-a02d-ab6f27ce2935"
+ },
+ "execution_count": null,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\n",
+ "--- Generating Arduino Header ---\n",
+ "Saved: model_int8.h\n",
+ "Header file size: 330,191 bytes\n",
+ "\n",
+ "=== Done ===\n",
+ "Model: model_int8.tflite (53,456 bytes)\n",
+ "Header: model_int8.h\n",
+ "Classes: ['bicep_curl', 'shoulder_press', 'rows']\n",
+ "Accuracy: 100.00%\n"
+ ]
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index b6ff264..ea57728 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,13 @@ description = "Add your description here"
readme = "README.md"
requires-python = ">=3.12"
license-files = ["LICENSE"]
-dependencies = []
+dependencies = [
+ "bleak>=2.1.1",
+ "matplotlib>=3.10.8",
+ "pandas>=3.0.1",
+ "python-dotenv>=1.2.2",
+ "tensorflow>=2.21.0",
+]
[dependency-groups]
diff --git a/requirements.txt b/requirements.txt
index 943a453..61f3c08 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,221 +1,959 @@
# This file was autogenerated by uv via the following command:
# uv export --frozen --output-file=requirements.txt
-cfgv==3.5.0 \
- --hash=sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0 \
- --hash=sha256:d5b1034354820651caa73ede66a6294d6e95c1b00acc5e9b098e917404669132
+absl-py==2.4.0 \
+ --hash=sha256:88476fd881ca8aab94ffa78b7b6c632a782ab3ba1cd19c9bd423abc4fb4cd28d \
+ --hash=sha256:8c6af82722b35cf71e0f4d1d47dcaebfff286e27110a99fc359349b247dfb5d4
+astunparse==1.6.3 \
+ --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+ --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+bleak==2.1.1 \
+ --hash=sha256:4600cc5852f2392ce886547e127623f188e689489c5946d422172adf80635cf9 \
+ --hash=sha256:61ac1925073b580c896a92a8c404088c5e5ec9dc3c5bd6fc17554a15779d83de
+certifi==2025.8.3 \
+ --hash=sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407 \
+ --hash=sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5
+cfgv==3.4.0 \
+ --hash=sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9 \
+ --hash=sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560
+charset-normalizer==3.4.3 \
+ --hash=sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154 \
+ --hash=sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884 \
+ --hash=sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe \
+ --hash=sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f \
+ --hash=sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc \
+ --hash=sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa \
+ --hash=sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9 \
+ --hash=sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d \
+ --hash=sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92 \
+ --hash=sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31 \
+ --hash=sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f \
+ --hash=sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15 \
+ --hash=sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392 \
+ --hash=sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f \
+ --hash=sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8 \
+ --hash=sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491 \
+ --hash=sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0 \
+ --hash=sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927 \
+ --hash=sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce \
+ --hash=sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14 \
+ --hash=sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c \
+ --hash=sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc \
+ --hash=sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096 \
+ --hash=sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db \
+ --hash=sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5 \
+ --hash=sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce \
+ --hash=sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018 \
+ --hash=sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93 \
+ --hash=sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049 \
+ --hash=sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a \
+ --hash=sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef \
+ --hash=sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16 \
+ --hash=sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1 \
+ --hash=sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37 \
+ --hash=sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9
colorama==0.4.6 ; sys_platform == 'win32' \
--hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
--hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-coverage==7.13.4 \
- --hash=sha256:01d4cbc3c283a17fc1e42d614a119f7f438eabb593391283adca8dc86eff1246 \
- --hash=sha256:02231499b08dabbe2b96612993e5fc34217cdae907a51b906ac7fca8027a4459 \
- --hash=sha256:0dd7ab8278f0d58a0128ba2fca25824321f05d059c1441800e934ff2efa52129 \
- --hash=sha256:0e086334e8537ddd17e5f16a344777c1ab8194986ec533711cbe6c41cde841b6 \
- --hash=sha256:0fc31c787a84f8cd6027eba44010517020e0d18487064cd3d8968941856d1415 \
- --hash=sha256:14375934243ee05f56c45393fe2ce81fe5cc503c07cee2bdf1725fb8bef3ffaf \
- --hash=sha256:1731dc33dc276dafc410a885cbf5992f1ff171393e48a21453b78727d090de80 \
- --hash=sha256:19bc3c88078789f8ef36acb014d7241961dbf883fd2533d18cb1e7a5b4e28b11 \
- --hash=sha256:1af1641e57cf7ba1bd67d677c9abdbcd6cc2ab7da3bca7fa1e2b7e50e65f2ad0 \
- --hash=sha256:1d4be36a5114c499f9f1f9195e95ebf979460dbe2d88e6816ea202010ba1c34b \
- --hash=sha256:200dea7d1e8095cc6e98cdabe3fd1d21ab17d3cee6dab00cadbb2fe35d9c15b9 \
- --hash=sha256:23e3f687cf945070d1c90f85db66d11e3025665d8dafa831301a0e0038f3db9b \
- --hash=sha256:2421d591f8ca05b308cf0092807308b2facbefe54af7c02ac22548b88b95c98f \
- --hash=sha256:245e37f664d89861cf2329c9afa2c1fe9e6d4e1a09d872c947e70718aeeac505 \
- --hash=sha256:25381386e80ae727608e662474db537d4df1ecd42379b5ba33c84633a2b36d47 \
- --hash=sha256:25a41c3104d08edb094d9db0d905ca54d0cd41c928bb6be3c4c799a54753af55 \
- --hash=sha256:296f8b0af861d3970c2a4d8c91d48eb4dd4771bcef9baedec6a9b515d7de3def \
- --hash=sha256:29e3220258d682b6226a9b0925bc563ed9a1ebcff3cad30f043eceea7eaf2689 \
- --hash=sha256:2a09cfa6a5862bc2fc6ca7c3def5b2926194a56b8ab78ffcf617d28911123012 \
- --hash=sha256:2b0f6ccf3dbe577170bebfce1318707d0e8c3650003cb4b3a9dd744575daa8b5 \
- --hash=sha256:2c048ea43875fbf8b45d476ad79f179809c590ec7b79e2035c662e7afa3192e3 \
- --hash=sha256:2cb0f1e000ebc419632bbe04366a8990b6e32c4e0b51543a6484ffe15eaeda95 \
- --hash=sha256:2fa8d5f8de70688a28240de9e139fa16b153cc3cbb01c5f16d88d6505ebdadf9 \
- --hash=sha256:300deaee342f90696ed186e3a00c71b5b3d27bffe9e827677954f4ee56969601 \
- --hash=sha256:30b8d0512f2dc8c8747557e8fb459d6176a2c9e5731e2b74d311c03b78451997 \
- --hash=sha256:33901f604424145c6e9c2398684b92e176c0b12df77d52db81c20abd48c3794c \
- --hash=sha256:3599eb3992d814d23b35c536c28df1a882caa950f8f507cef23d1cbf334995ac \
- --hash=sha256:391ee8f19bef69210978363ca930f7328081c6a0152f1166c91f0b5fdd2a773c \
- --hash=sha256:3998e5a32e62fdf410c0dbd3115df86297995d6e3429af80b8798aad894ca7aa \
- --hash=sha256:3c06f0f1337c667b971ca2f975523347e63ec5e500b9aa5882d91931cd3ef750 \
- --hash=sha256:40aa8808140e55dc022b15d8aa7f651b6b3d68b365ea0398f1441e0b04d859c3 \
- --hash=sha256:40d74da8e6c4b9ac18b15331c4b5ebc35a17069410cad462ad4f40dcd2d50c0d \
- --hash=sha256:4223b4230a376138939a9173f1bdd6521994f2aff8047fae100d6d94d50c5a12 \
- --hash=sha256:48685fee12c2eb3b27c62f2658e7ea21e9c3239cba5a8a242801a0a3f6a8c62a \
- --hash=sha256:4c7d3cc01e7350f2f0f6f7036caaf5673fb56b6998889ccfe9e1c1fe75a9c932 \
- --hash=sha256:4e83efc079eb39480e6346a15a1bcb3e9b04759c5202d157e1dd4303cd619356 \
- --hash=sha256:4fc7fa81bbaf5a02801b65346c8b3e657f1d93763e58c0abdf7c992addd81a92 \
- --hash=sha256:53d133df809c743eb8bce33b24bcababb371f4441340578cd406e084d94a6148 \
- --hash=sha256:590c0ed4bf8e85f745e6b805b2e1c457b2e33d5255dd9729743165253bc9ad39 \
- --hash=sha256:5b856a8ccf749480024ff3bd7310adaef57bf31fd17e1bfc404b7940b6986634 \
- --hash=sha256:65dfcbe305c3dfe658492df2d85259e0d79ead4177f9ae724b6fb245198f55d6 \
- --hash=sha256:6f01afcff62bf9a08fb32b2c1d6e924236c0383c02c790732b6537269e466a72 \
- --hash=sha256:6fdef321fdfbb30a197efa02d48fcd9981f0d8ad2ae8903ac318adc653f5df98 \
- --hash=sha256:71ca20079dd8f27fcf808817e281e90220475cd75115162218d0e27549f95fef \
- --hash=sha256:725d985c5ab621268b2edb8e50dfe57633dc69bda071abc470fed55a14935fd3 \
- --hash=sha256:75eab1ebe4f2f64d9509b984f9314d4aa788540368218b858dad56dc8f3e5eb9 \
- --hash=sha256:75fcd519f2a5765db3f0e391eb3b7d150cce1a771bf4c9f861aeab86c767a3c0 \
- --hash=sha256:76451d1978b95ba6507a039090ba076105c87cc76fc3efd5d35d72093964d49a \
- --hash=sha256:784fc3cf8be001197b652d51d3fd259b1e2262888693a4636e18879f613a62a9 \
- --hash=sha256:78cdf0d578b15148b009ccf18c686aa4f719d887e76e6b40c38ffb61d264a552 \
- --hash=sha256:79be69cf7f3bf9b0deeeb062eab7ac7f36cd4cc4c4dd694bd28921ba4d8596cc \
- --hash=sha256:79e73a76b854d9c6088fe5d8b2ebe745f8681c55f7397c3c0a016192d681045f \
- --hash=sha256:7b322db1284a2ed3aa28ffd8ebe3db91c929b7a333c0820abec3d838ef5b3525 \
- --hash=sha256:7d41eead3cc673cbd38a4417deb7fd0b4ca26954ff7dc6078e33f6ff97bed940 \
- --hash=sha256:7eda778067ad7ffccd23ecffce537dface96212576a07924cbf0d8799d2ded5a \
- --hash=sha256:7f57b33491e281e962021de110b451ab8a24182589be17e12a22c79047935e23 \
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- --hash=sha256:8248977c2e33aecb2ced42fef99f2d319e9904a36e55a8a68b69207fb7e43edc \
- --hash=sha256:845f352911777a8e722bfce168958214951e07e47e5d5d9744109fa5fe77f79b \
- --hash=sha256:85480adfb35ffc32d40918aad81b89c69c9cc5661a9b8a81476d3e645321a056 \
- --hash=sha256:8e264226ec98e01a8e1054314af91ee6cde0eacac4f465cc93b03dbe0bce2fd7 \
- --hash=sha256:8e798c266c378da2bd819b0677df41ab46d78065fb2a399558f3f6cae78b2fbb \
- --hash=sha256:9181a3ccead280b828fae232df12b16652702b49d41e99d657f46cc7b1f6ec7a \
- --hash=sha256:9351229c8c8407645840edcc277f4a2d44814d1bc34a2128c11c2a031d45a5dd \
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+winrt-windows-devices-bluetooth==3.2.1 ; sys_platform == 'win32' \
+ --hash=sha256:12b0a16fb36ce0b42243ca81f22a6b53fbb344ed7ea07a6eeec294604f0505e4 \
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+winrt-windows-devices-bluetooth-advertisement==3.2.1 ; sys_platform == 'win32' \
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+winrt-windows-devices-bluetooth-genericattributeprofile==3.2.1 ; sys_platform == 'win32' \
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+ --hash=sha256:2a8c1204db5c352f6a563130a5a41d25b887aff7897bb677d4ff0b660315aad4 \
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+winrt-windows-foundation-collections==3.2.1 ; sys_platform == 'win32' \
+ --hash=sha256:0eff1ad0d8d763ad17e9e7bbd0c26a62b27215016393c05b09b046d6503ae6d5 \
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+winrt-windows-storage-streams==3.2.1 ; sys_platform == 'win32' \
+ --hash=sha256:040cb94e6fb26b0d00a00e8b88b06fadf29dfe18cf24ed6cb3e69709c3613307 \
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+wrapt==2.1.2 \
+ --hash=sha256:08ffa54146a7559f5b8df4b289b46d963a8e74ed16ba3687f99896101a3990c5 \
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diff --git a/src/wearable/README.md b/src/wearable/README.md
new file mode 100644
index 0000000..7b7bdfb
--- /dev/null
+++ b/src/wearable/README.md
@@ -0,0 +1,69 @@
+# Wearable — Treningsgjenkjenning
+
+Klassifiserer treningsøvelser i sanntid med IMU-data på Arduino Nano 33 BLE Sense. Sender resultat over BLE.
+
+Støttede øvelser: **bicep curl**, **shoulder press**, **rows**
+
+______________________________________________________________________
+
+## Arduino-biblioteker
+
+Installer via Arduino Library Manager:
+
+- `Arduino_BMI270_BMM150`
+- `ArduinoBLE`
+- `Arduino_TensorFlowLite`
+
+______________________________________________________________________
+
+## Rask start
+
+En ferdig `model.h` ligger i `arduino/`. Vil du bare teste systemet, hopp rett til [steg 3](#steg-3--deploy).
+
+______________________________________________________________________
+
+## Steg 1 — Samle treningsdata
+
+Flash `arduino/imu_stream.ino` til brettet. Det streamer rådata over BLE.
+
+Start innsamling:
+
+```bash
+python data_collection/collect_data.py --label bicep_curl
+```
+
+Trykk `Ctrl+C` for å stoppe. Gjenta for `shoulder_press` og `rows`. Sikt på 50–100 repetisjoner per øvelse.
+
+______________________________________________________________________
+
+## Steg 2 — Tren modellen
+
+[](https://github.com/CogitoNTNU/GymbroAI/blob/BLE/GymBro_AI.ipynb)
+
+Last opp CSV-filene fra `data_collection/data/` når notatboken ber om det. Last ned og legg outputfiler her:
+
+```
+models/model.h5
+models/model_quantized.tflite
+arduino/model.h
+```
+
+______________________________________________________________________
+
+## Steg 3 — Deploy
+
+Flash `arduino/imu_deploy.ino`. Åpne Serial Monitor (9600 baud) og sjekk at du ser `Advertising..`. Utfør en repetisjon — du skal se noe slikt:
+
+```
+Gesture: bicep_curl (94.2% confidence)
+```
+
+______________________________________________________________________
+
+## Steg 4 — Visualisering
+
+```bash
+python visualisation/receive_results.py
+```
+
+Åpne `visualisation/index.html` i en nettleser for sanntidsvisning.
diff --git a/src/wearable/arduino/imu_deploy.ino b/src/wearable/arduino/imu_deploy.ino
new file mode 100644
index 0000000..8e46478
--- /dev/null
+++ b/src/wearable/arduino/imu_deploy.ino
@@ -0,0 +1,236 @@
+/*
+ * Exercise Recognition — Arduino Nano 33 BLE Sense
+ * ================================================
+ * Full int8-quantized TFLite model + BLE communication.
+ *
+*/
+
+#include
+#include "Arduino_BMI270_BMM150.h"
+#include
+#include
+#include
+#include
+#include
+
+// ─── Include the int8-quantized model header ────────────────────
+// This header defines: g_model[], g_model_len, kNumSamples,
+// kNumFeatures, kNumClasses, kGestureNames[]
+#include "model.h"
+
+// ─── Configuration ──────────────────────────────────────────────
+const float accelerationThreshold = 2.5; // G's to trigger capture
+const int numSamples = kNumSamples; // 119 (from model header)
+
+int samplesRead = numSamples;
+
+// ─── BLE Setup ──────────────────────────────────────────────────
+BLEService classService("db6d5260-ae3e-4421-a65c-73ca64cc7d3a");
+BLECharacteristic gestureChar("db6d5260-ae3e-4421-a65c-73ca64cc7d3b",
+ BLERead | BLENotify, 32);
+
+// ─── TFLite Micro Setup ─────────────────────────────────────────
+// Op resolver with 6 ops:
+// FullyConnected, Relu, Softmax, Reshape — model layers
+// Quantize, Dequantize — added by converter for float32 I/O on int8 model
+static tflite::MicroMutableOpResolver<6> tflOpsResolver;
+
+const tflite::Model* tflModel = nullptr;
+tflite::MicroInterpreter* tflInterpreter = nullptr;
+TfLiteTensor* tflInputTensor = nullptr;
+TfLiteTensor* tflOutputTensor = nullptr;
+
+// Tensor arena — 16KB is plenty for this int8 model
+// (int8 uses ~4x less working memory than float32)
+constexpr int tensorArenaSize = 16 * 1024;
+byte tensorArena[tensorArenaSize] __attribute__((aligned(16)));
+
+// Placement-new buffer for interpreter (avoids heap fragmentation)
+static uint8_t interpreterBuffer[sizeof(tflite::MicroInterpreter)]
+ __attribute__((aligned(16)));
+
+
+void setup() {
+ Serial.begin(9600);
+ //while (!Serial);
+
+ Serial.println("=== Exercise Recognition ===");
+ Serial.print("Classes: ");
+ Serial.println(kNumClasses);
+ for (int i = 0; i < kNumClasses; i++) {
+ Serial.print(" ");
+ Serial.print(i);
+ Serial.print(": ");
+ Serial.println(kGestureNames[i]);
+ }
+
+ // ── Initialize IMU ──
+ if (!IMU.begin()) {
+ Serial.println("ERROR: IMU init failed!");
+ while (1);
+ }
+ Serial.print("Accel rate: ");
+ Serial.print(IMU.accelerationSampleRate());
+ Serial.println(" Hz");
+
+ // ── Initialize BLE ──
+ if (!BLE.begin()) {
+ Serial.println("ERROR: BLE init failed!");
+ while (1);
+ }
+ BLE.setLocalName("CogitoIMU");
+ BLE.setAdvertisedService(classService);
+ classService.addCharacteristic(gestureChar);
+ BLE.addService(classService);
+ BLE.advertise();
+ Serial.println("BLE advertising...");
+
+ // ── Register TFLite ops ──
+ // These 6 ops cover the full int8-quantized model:
+ tflOpsResolver.AddFullyConnected();
+ tflOpsResolver.AddRelu();
+ tflOpsResolver.AddSoftmax();
+ tflOpsResolver.AddReshape();
+ tflOpsResolver.AddQuantize();
+ tflOpsResolver.AddDequantize();
+
+ // ── Load model ──
+ tflModel = tflite::GetModel(g_model);
+ if (tflModel->version() != TFLITE_SCHEMA_VERSION) {
+ Serial.print("ERROR: Model schema mismatch! Got ");
+ Serial.print(tflModel->version());
+ Serial.print(", expected ");
+ Serial.println(TFLITE_SCHEMA_VERSION);
+ while (1);
+ }
+
+ // ── Create interpreter ──
+ tflInterpreter = new (interpreterBuffer) tflite::MicroInterpreter(
+ tflModel, tflOpsResolver, tensorArena, tensorArenaSize);
+
+ if (tflInterpreter->AllocateTensors() != kTfLiteOk) {
+ Serial.println("ERROR: AllocateTensors() failed!");
+ while (1);
+ }
+
+ tflInputTensor = tflInterpreter->input(0);
+ tflOutputTensor = tflInterpreter->output(0);
+
+ // ── Print diagnostics ──
+ Serial.print("Arena used: ");
+ Serial.print(tflInterpreter->arena_used_bytes());
+ Serial.print(" / ");
+ Serial.print(tensorArenaSize);
+ Serial.println(" bytes");
+
+ Serial.print("Input: type=");
+ Serial.print(tflInputTensor->type); // 1=float32, 9=int8
+ Serial.print(", bytes=");
+ Serial.println(tflInputTensor->bytes);
+
+ Serial.print("Output: type=");
+ Serial.print(tflOutputTensor->type);
+ Serial.print(", bytes=");
+ Serial.println(tflOutputTensor->bytes);
+
+ Serial.println("Ready — waiting for motion...\n");
+}
+
+
+void loop() {
+ BLEDevice central = BLE.central();
+
+ if (central) {
+ Serial.print("Connected: ");
+ Serial.println(central.address());
+
+ while (central.connected()) {
+ float aX, aY, aZ, gX, gY, gZ;
+
+ // ── Wait for significant motion ──
+ while (samplesRead == numSamples) {
+ BLE.poll(); // Keep BLE alive while waiting
+ if (IMU.accelerationAvailable()) {
+ IMU.readAcceleration(aX, aY, aZ);
+ float aSum = fabs(aX) + fabs(aY) + fabs(aZ);
+ if (aSum >= accelerationThreshold) {
+ samplesRead = 0;
+ break;
+ }
+ }
+ }
+
+ // ── Collect samples ──
+ while (samplesRead < numSamples) {
+ // NOTE: No BLE.poll() during data collection to avoid
+ // interrupt-driven corruption of the sample buffer
+ if (IMU.accelerationAvailable() && IMU.gyroscopeAvailable()) {
+ IMU.readAcceleration(aX, aY, aZ);
+ IMU.readGyroscope(gX, gY, gZ);
+
+ // Normalize to [0, 1] — same formula as Python training
+ int idx = samplesRead * 6;
+ tflInputTensor->data.f[idx + 0] = (aX + 4.0f) / 8.0f;
+ tflInputTensor->data.f[idx + 1] = (aY + 4.0f) / 8.0f;
+ tflInputTensor->data.f[idx + 2] = (aZ + 4.0f) / 8.0f;
+ tflInputTensor->data.f[idx + 3] = (gX + 2000.0f) / 4000.0f;
+ tflInputTensor->data.f[idx + 4] = (gY + 2000.0f) / 4000.0f;
+ tflInputTensor->data.f[idx + 5] = (gZ + 2000.0f) / 4000.0f;
+
+ samplesRead++;
+ }
+ }
+
+ // ── Run inference (BLE paused) ──
+ Serial.println("Invoking...");
+
+ // CRITICAL: Do NOT call BLE.poll() between filling input and
+ // reading output. SoftDevice interrupts can corrupt FPU state
+ // and tensor arena during inference.
+ TfLiteStatus invokeStatus = tflInterpreter->Invoke();
+
+ if (invokeStatus != kTfLiteOk) {
+ Serial.println("ERROR: Invoke failed!");
+ samplesRead = numSamples; // Reset for next attempt
+ continue;
+ }
+
+ // ── Read results ──
+ int maxIndex = 0;
+ float maxValue = tflOutputTensor->data.f[0];
+
+ // Check for NaN (safety net)
+ if (isnan(maxValue)) {
+ Serial.println("WARNING: NaN detected in output — skipping");
+ samplesRead = numSamples;
+ continue;
+ }
+
+ for (int i = 1; i < kNumClasses; i++) {
+ float val = tflOutputTensor->data.f[i];
+ if (!isnan(val) && val > maxValue) {
+ maxValue = val;
+ maxIndex = i;
+ }
+ }
+
+ // Print result
+ Serial.print(">>> ");
+ Serial.print(kGestureNames[maxIndex]);
+ Serial.print(" (");
+ Serial.print(maxValue * 100.0f, 1);
+ Serial.println("%)");
+
+ // ── Send via BLE ──
+ char buffer[32];
+ snprintf(buffer, sizeof(buffer), "%s|%.1f",
+ kGestureNames[maxIndex], maxValue * 100.0f);
+ gestureChar.writeValue(buffer);
+
+ // Resume BLE polling
+ BLE.poll();
+ }
+
+ Serial.println("Disconnected");
+ }
+}
diff --git a/src/wearable/arduino/imu_stream.ino b/src/wearable/arduino/imu_stream.ino
new file mode 100644
index 0000000..9fa209f
--- /dev/null
+++ b/src/wearable/arduino/imu_stream.ino
@@ -0,0 +1,93 @@
+#include
+#include
+
+// Sett inn dine egne UUID-er her (kan genereres på https://www.uuidgenerator.net/)
+BLEService imuService("3ba9f7b5-8e2d-4f12-8338-08e1296dd5fe");
+BLECharacteristic imuCharacteristic(
+ "3ba9f7b5-8e2d-4f12-8338-08e1296dd5ff",
+ BLENotify,
+ 24
+);
+
+
+const float accelerationThreshold = 2.5;
+const int numSamples = 119;
+
+
+int samplesRead = numSamples;
+
+void setup() {
+ Serial.begin(9600);
+
+ if (!BLE.begin()) {
+ while (1);
+ }
+
+ if (!IMU.begin()) {
+ while (1);
+ }
+
+ BLE.setLocalName("CogitoIMU");
+ BLE.setAdvertisedService(imuService);
+
+ imuService.addCharacteristic(imuCharacteristic);
+ BLE.addService(imuService);
+
+ BLE.advertise();
+ Serial.println("Advertising...");
+}
+
+void loop() {
+
+ BLEDevice central = BLE.central();
+
+ if (central) {
+ Serial.println("Connected");
+
+ while (central.connected()) {
+
+ float ax, ay, az, gx, gy, gz;
+
+ // ===== 1) Vent på significant motion =====
+ while (samplesRead == numSamples && central.connected()) {
+
+ if (IMU.accelerationAvailable()) {
+
+ IMU.readAcceleration(ax, ay, az);
+
+ float aSum = fabs(ax) + fabs(ay) + fabs(az);
+
+ if (aSum >= accelerationThreshold) {
+ samplesRead = 0; // start capture
+ Serial.println("Motion detected");
+ break;
+ }
+ }
+ }
+
+
+ while (samplesRead < numSamples && central.connected()) {
+
+ if (IMU.accelerationAvailable() && IMU.gyroscopeAvailable()) {
+
+ IMU.readAcceleration(ax, ay, az);
+ IMU.readGyroscope(gx, gy, gz);
+
+ float data[6] = {ax, ay, az, gx, gy, gz};
+ imuCharacteristic.writeValue((byte*)data, sizeof(data));
+ delay(10);
+
+ samplesRead++;
+
+ }
+ }
+
+
+ if (samplesRead == numSamples) {
+ Serial.println("Capture complete");
+ }
+ }
+
+ Serial.println("Disconnected");
+ }
+}
diff --git a/src/wearable/arduino/model.h b/src/wearable/arduino/model.h
new file mode 100644
index 0000000..b074595
--- /dev/null
+++ b/src/wearable/arduino/model.h
@@ -0,0 +1,4487 @@
+// Model size: 53,544 bytes
+// Classes: ['bicep_curl', 'shoulder_press', 'rows', 'squat', 'tricep_extension']
+// Input: (119 × 6) = 714 float32 values
+// Quantized accuracy: 100.00%
+
+#ifndef MODEL_INT8_H
+#define MODEL_INT8_H
+
+constexpr int kNumSamples = 119;
+constexpr int kNumFeatures = 6;
+constexpr int kNumClasses = 5;
+
+const char* kGestureNames[] = {
+ "bicep_curl",
+ "shoulder_press",
+ "rows",
+ "squat",
+ "tricep_extension",
+};
+
+alignas(16) const unsigned char g_model[] = {
+ 0x20, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x00, 0x00, 0x00, 0x00,
+ 0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00,
+ 0x1c, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00, 0x0c, 0x01, 0x00, 0x00,
+ 0x10, 0xbf, 0x00, 0x00, 0x20, 0xbf, 0x00, 0x00, 0x88, 0xd0, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0x9a, 0x40, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+ 0x3c, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+ 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x00,
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+ 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xa6, 0x40, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x6b, 0x65, 0x72, 0x61,
+ 0x73, 0x5f, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x00, 0x00, 0x00, 0x00,
+ 0x03, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0xb8, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x43, 0x4f, 0x4e, 0x56,
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+ 0x0c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x04, 0x00,
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+ 0xa0, 0x31, 0xff, 0xff, 0xa4, 0x31, 0xff, 0xff, 0xa8, 0x31, 0xff, 0xff,
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+ 0x6f, 0x1c, 0xc8, 0x71, 0x32, 0x9b, 0x76, 0xd3, 0x4e, 0x59, 0xd8, 0x50,
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+ 0xac, 0xfa, 0xf7, 0x33, 0xc1, 0x6d, 0x1c, 0x0a, 0x2c, 0x17, 0x84, 0x13,
+ 0xd2, 0xd2, 0xee, 0xc0, 0xa5, 0xae, 0x4c, 0xb6, 0x93, 0x87, 0x62, 0xc6,
+ 0x5f, 0x23, 0x67, 0x1a, 0xbc, 0xe8, 0x81, 0x12, 0x87, 0xa0, 0x21, 0xd4,
+ 0xfb, 0x3d, 0x3c, 0xfd, 0x7a, 0x87, 0xe5, 0x8d, 0xfd, 0x61, 0xf5, 0x5b,
+ 0x8a, 0xb9, 0x95, 0xb2, 0xf3, 0xd3, 0x53, 0x45, 0x8e, 0xf4, 0x7c, 0xf2,
+ 0x3c, 0x66, 0x92, 0xbc, 0x3e, 0x51, 0xc6, 0x5e, 0xca, 0xd1, 0x85, 0xd2,
+ 0x3d, 0x81, 0xc1, 0xff, 0x5c, 0xb4, 0x5a, 0x7a, 0x3b, 0x0d, 0x79, 0x4e,
+ 0x0c, 0xe6, 0x4f, 0xfe, 0xcd, 0xe2, 0x84, 0x92, 0x8b, 0x2b, 0x7b, 0x69,
+ 0x3b, 0x33, 0x6a, 0xd4, 0x9a, 0xb6, 0xad, 0xb7, 0x14, 0xd3, 0x35, 0x29,
+ 0x90, 0xf5, 0x14, 0x16, 0x61, 0x10, 0x8b, 0xbd, 0x86, 0xd1, 0xa7, 0xe6,
+ 0x09, 0x5d, 0x08, 0xf3, 0x1d, 0x5d, 0x99, 0x0f, 0x09, 0x4d, 0x89, 0xa7,
+ 0x8a, 0xf7, 0x9a, 0x84, 0xb4, 0x30, 0x61, 0xb7, 0x60, 0x45, 0x1f, 0x71,
+ 0x69, 0x43, 0xfe, 0x19, 0x46, 0x35, 0x10, 0x42, 0x21, 0xa3, 0x5d, 0x41,
+ 0x30, 0x9b, 0x9b, 0xff, 0x0c, 0xe7, 0x85, 0x5c, 0xd2, 0x7e, 0x2a, 0xab,
+ 0x54, 0xca, 0x75, 0xff, 0x5c, 0xd1, 0xb5, 0xf5, 0x93, 0x20, 0x7d, 0xb2,
+ 0xd0, 0x5e, 0x69, 0x1b, 0x51, 0xc4, 0x40, 0xdb, 0x2a, 0x34, 0x64, 0x7c,
+ 0x45, 0x5e, 0xc8, 0xb0, 0x7a, 0xb7, 0x0d, 0x50, 0x8e, 0x49, 0x8e, 0xb3,
+ 0xe0, 0x2d, 0xfd, 0x58, 0x65, 0x95, 0xcd, 0x24, 0x45, 0xc6, 0x61, 0x86,
+ 0x1f, 0x15, 0xa8, 0xda, 0xc9, 0xac, 0x0f, 0x07, 0x99, 0xd8, 0x7a, 0x08,
+ 0xed, 0x24, 0x71, 0x4d, 0x85, 0x43, 0xb5, 0xed, 0xbc, 0x99, 0x83, 0x43,
+ 0xa3, 0x85, 0xa3, 0xd6, 0x2f, 0xe5, 0xec, 0x39, 0x8a, 0x5c, 0x9c, 0x62,
+ 0x76, 0x16, 0xf7, 0xc5, 0x8d, 0x13, 0x45, 0x6f, 0x90, 0xeb, 0xde, 0x8b,
+ 0xa5, 0x33, 0x9f, 0xb5, 0x87, 0x18, 0x18, 0x84, 0x59, 0x23, 0x9a, 0x97,
+ 0xa7, 0xb7, 0xde, 0x91, 0x19, 0x35, 0xa3, 0xdd, 0xe0, 0xdc, 0x32, 0xd0,
+ 0xba, 0xb4, 0x90, 0x0a, 0xc2, 0x6d, 0x2c, 0x88, 0xcc, 0xaf, 0x58, 0x00,
+ 0x1f, 0x30, 0x86, 0xe8, 0xdb, 0x6f, 0x43, 0xe5, 0xea, 0x8f, 0x6f, 0x3d,
+ 0x58, 0xc0, 0xb2, 0x5b, 0x54, 0xe5, 0x7e, 0x1f, 0x72, 0x77, 0xfb, 0x64,
+ 0xdc, 0xeb, 0x86, 0x01, 0x08, 0xda, 0x62, 0x1a, 0x6a, 0xd6, 0xb5, 0xde,
+ 0x15, 0xad, 0x0f, 0x85, 0xe3, 0xff, 0x85, 0x9c, 0x76, 0x26, 0x2a, 0xfc,
+ 0x19, 0xbc, 0x4b, 0xe0, 0x16, 0x70, 0xa5, 0xf2, 0xc7, 0xac, 0x7f, 0x18,
+ 0xb1, 0xa7, 0xa8, 0x4c, 0x89, 0x79, 0xd5, 0xd0, 0x0d, 0xba, 0xf8, 0x5f,
+ 0xe4, 0xc4, 0x04, 0x2b, 0x8c, 0xb9, 0x59, 0x9e, 0xb4, 0x2a, 0xd1, 0x0a,
+ 0x01, 0xd5, 0x1c, 0xc3, 0x91, 0x05, 0x9a, 0x52, 0x10, 0x0c, 0xc5, 0xb1,
+ 0x2d, 0x63, 0x11, 0xf5, 0x24, 0xbd, 0x6b, 0x28, 0x21, 0x5a, 0x49, 0xe5,
+ 0x52, 0xb0, 0x8e, 0x4e, 0x67, 0x0c, 0x89, 0xa8, 0x82, 0x4d, 0xf6, 0x7b,
+ 0x77, 0x5d, 0x7d, 0x97, 0x30, 0x79, 0xbf, 0x27, 0x24, 0x60, 0xf8, 0xee,
+ 0x91, 0x3b, 0x33, 0x1b, 0x67, 0xa3, 0x73, 0x4b, 0x17, 0x87, 0xfd, 0x40,
+ 0xfb, 0xfb, 0xdf, 0xce, 0x7a, 0x57, 0x09, 0xd1, 0x31, 0x17, 0xcf, 0x44,
+ 0xf4, 0x56, 0xb6, 0xbe, 0xf3, 0xa6, 0x8a, 0x56, 0x8b, 0x0b, 0x53, 0xc5,
+ 0xe2, 0x23, 0xa4, 0x38, 0x28, 0x0c, 0x08, 0x05, 0xff, 0xfb, 0x3d, 0x95,
+ 0x89, 0xe7, 0xad, 0x83, 0xe6, 0x45, 0x01, 0x3a, 0xe6, 0x82, 0xf3, 0x56,
+ 0xc8, 0x79, 0x25, 0xb3, 0x1c, 0xff, 0xa4, 0x2f, 0x11, 0xe0, 0xa6, 0xa9,
+ 0x22, 0xcb, 0x7b, 0x56, 0xaf, 0x44, 0x54, 0xaa, 0xd3, 0x57, 0xec, 0xee,
+ 0x78, 0x03, 0xc1, 0x3b, 0x55, 0xf9, 0xf2, 0xc9, 0x61, 0x39, 0xe9, 0xbb,
+ 0xab, 0x8e, 0x34, 0xd0, 0x5b, 0x2b, 0x2c, 0xfc, 0xf2, 0x7d, 0x54, 0x71,
+ 0xdf, 0x2d, 0xc8, 0x96, 0x2e, 0x0e, 0xda, 0x7d, 0x1f, 0x0a, 0xb7, 0xf7,
+ 0xe1, 0x9c, 0xee, 0xe7, 0x66, 0xaf, 0xd0, 0xa0, 0x92, 0x7e, 0x97, 0xc6,
+ 0xe5, 0xf1, 0x2f, 0x7f, 0xdd, 0xf9, 0x3f, 0xac, 0x70, 0x1a, 0xfa, 0x39,
+ 0x95, 0x1f, 0x46, 0x89, 0x71, 0xd5, 0xaa, 0xea, 0xf0, 0xd4, 0xf6, 0xe3,
+ 0x1d, 0x8b, 0x17, 0x68, 0x91, 0x38, 0x43, 0x0f, 0xb3, 0xf8, 0xc2, 0x69,
+ 0x20, 0xb8, 0xdc, 0x91, 0xd1, 0x87, 0xd4, 0x3f, 0x44, 0xfa, 0x9e, 0x82,
+ 0x9d, 0x3f, 0x8f, 0x30, 0x7e, 0x5d, 0xd2, 0x71, 0x40, 0x92, 0xcb, 0xaa,
+ 0x82, 0x75, 0xca, 0xc8, 0x15, 0x33, 0x72, 0xab, 0x09, 0x67, 0x67, 0xbc,
+ 0x4d, 0x7b, 0x22, 0x06, 0x78, 0x7d, 0x04, 0x9d, 0x3a, 0xa1, 0xd5, 0xa9,
+ 0xfa, 0x3f, 0x54, 0x52, 0xb4, 0xf2, 0xdd, 0x4f, 0xf8, 0xa9, 0x78, 0x8f,
+ 0x38, 0x24, 0xe8, 0x0a, 0xb6, 0xf9, 0x6e, 0x6e, 0xc4, 0xd7, 0x99, 0x17,
+ 0xa6, 0xe7, 0xd9, 0xf4, 0x27, 0x4d, 0x96, 0xb4, 0xd3, 0x01, 0x1a, 0xab,
+ 0x20, 0x5e, 0x2e, 0xd9, 0x11, 0xb4, 0x7a, 0x2b, 0x2f, 0xd7, 0x61, 0xee,
+ 0xcc, 0x40, 0xdb, 0x92, 0x4e, 0x94, 0xdb, 0xf2, 0x82, 0x71, 0xa3, 0x45,
+ 0xdc, 0x88, 0xb3, 0x12, 0xcf, 0x1d, 0xe6, 0x65, 0x23, 0xe8, 0x8e, 0xa1,
+ 0x06, 0x0b, 0x7c, 0x1c, 0x31, 0x3a, 0x20, 0xab, 0x43, 0x29, 0xe4, 0x3a,
+ 0x7b, 0x7d, 0xb4, 0xf0, 0xad, 0x18, 0x07, 0xa0, 0x3b, 0xa8, 0xcf, 0x9c,
+ 0x77, 0x03, 0xea, 0x6d, 0xa3, 0x2d, 0xc9, 0x2f, 0x15, 0xeb, 0x33, 0x8b,
+ 0xd3, 0x83, 0xa4, 0xfd, 0xd4, 0xce, 0xb4, 0xe3, 0x21, 0xbf, 0xc2, 0xc9,
+ 0x85, 0xcf, 0x9a, 0x58, 0x1e, 0xf9, 0x5f, 0x3b, 0x72, 0x85, 0xed, 0x0c,
+ 0x42, 0xca, 0x4f, 0x7d, 0xfe, 0xbe, 0xee, 0x04, 0xdd, 0x0d, 0x71, 0xbd,
+ 0xa5, 0xca, 0xd3, 0x9a, 0x4b, 0x8a, 0x21, 0xcb, 0xa7, 0x0f, 0xd0, 0xb1,
+ 0x5b, 0x46, 0xb4, 0x5b, 0xc1, 0x4d, 0x94, 0x0f, 0x86, 0x01, 0x5d, 0x36,
+ 0x75, 0x94, 0x97, 0x67, 0x62, 0xec, 0x43, 0x81, 0x45, 0x29, 0x20, 0x90,
+ 0x30, 0x47, 0x81, 0x7e, 0x27, 0x20, 0x9b, 0x38, 0xde, 0x95, 0x3d, 0xb1,
+ 0xe6, 0x51, 0x33, 0xc2, 0xdb, 0xe3, 0x1e, 0xa4, 0xa2, 0xec, 0x0d, 0xed,
+ 0x05, 0x07, 0xdd, 0x9d, 0xff, 0x00, 0x9f, 0x7e, 0x4f, 0xd6, 0x03, 0xa2,
+ 0x1e, 0x2d, 0x3b, 0xa3, 0xac, 0x5c, 0x49, 0x67, 0xac, 0x53, 0x19, 0x0b,
+ 0xe4, 0x7e, 0x2a, 0x00, 0xb0, 0xb5, 0xcf, 0xd6, 0x25, 0xbe, 0xac, 0x85,
+ 0xfb, 0x8d, 0xd9, 0x97, 0x69, 0xbf, 0x69, 0x46, 0x65, 0x0a, 0xaf, 0xea,
+ 0x6b, 0x8d, 0x3d, 0x02, 0xab, 0x6c, 0xb0, 0x0c, 0xb4, 0xbf, 0x9f, 0xfe,
+ 0xa5, 0xf8, 0x9b, 0x31, 0xec, 0x9b, 0xc5, 0xa9, 0x8f, 0x64, 0x9c, 0xc9,
+ 0x97, 0x62, 0xbd, 0xb0, 0x23, 0x99, 0xc9, 0x86, 0x7c, 0xea, 0xbe, 0x19,
+ 0x01, 0xbc, 0xbb, 0xe5, 0x4e, 0x85, 0x32, 0x34, 0xfc, 0xfa, 0x8e, 0xf5,
+ 0x00, 0xc9, 0x00, 0x0e, 0xc4, 0x30, 0xe3, 0x2e, 0x15, 0xe6, 0xa9, 0xd8,
+ 0x03, 0x6e, 0xa3, 0xb9, 0x13, 0x83, 0xb5, 0xca, 0xd3, 0xdc, 0x2a, 0x2c,
+ 0xc4, 0xe6, 0x57, 0x50, 0x51, 0x25, 0x10, 0x74, 0x95, 0x20, 0xc3, 0xb9,
+ 0x2d, 0xf1, 0x5c, 0x00, 0x68, 0xdd, 0xa7, 0x91, 0x9a, 0x24, 0xaa, 0xc4,
+ 0xad, 0x65, 0x02, 0xbd, 0xe4, 0x88, 0x7d, 0x9c, 0xe6, 0xb9, 0x81, 0x8d,
+ 0x70, 0xed, 0xda, 0x29, 0x76, 0x10, 0xe4, 0x04, 0x7b, 0x45, 0x12, 0xba,
+ 0xdd, 0xe3, 0xf4, 0xc9, 0x3f, 0x5a, 0x41, 0x18, 0x6e, 0x53, 0x30, 0x9d,
+ 0x7a, 0xb3, 0xfb, 0x25, 0x95, 0xf1, 0x7d, 0xe0, 0x0b, 0xb5, 0xda, 0x2f,
+ 0x35, 0x26, 0xb6, 0xb0, 0x19, 0x3f, 0x54, 0x70, 0x33, 0xc4, 0x13, 0x65,
+ 0xf6, 0xc6, 0xdf, 0x97, 0xad, 0xa8, 0x5f, 0x7a, 0x52, 0x55, 0xc9, 0xf2,
+ 0x4d, 0x3c, 0xca, 0x1e, 0x4b, 0xea, 0x90, 0x36, 0x7b, 0xcf, 0x37, 0xfd,
+ 0x7b, 0x08, 0xbd, 0x43, 0x15, 0x06, 0x0c, 0xeb, 0xec, 0xa2, 0x04, 0x51,
+ 0xd5, 0xfb, 0x61, 0x6e, 0x90, 0x78, 0x73, 0x42, 0x50, 0xda, 0x31, 0x37,
+ 0x8e, 0x79, 0xd4, 0x87, 0x2b, 0xe0, 0x1d, 0xd7, 0x1b, 0x88, 0x23, 0x9a,
+ 0xe3, 0x1f, 0x08, 0xa2, 0xd2, 0x67, 0x81, 0xf5, 0x95, 0x1a, 0x4f, 0xa4,
+ 0x98, 0x91, 0x17, 0x9a, 0xdd, 0xd0, 0x76, 0x96, 0xd6, 0x15, 0xab, 0x89,
+ 0x0c, 0x02, 0x2d, 0xad, 0xc6, 0x04, 0x70, 0x09, 0xfa, 0xa9, 0x35, 0x34,
+ 0x02, 0x3b, 0x5f, 0xda, 0x56, 0xf2, 0x06, 0x21, 0xc0, 0x55, 0x79, 0x5c,
+ 0xa8, 0x8c, 0x2b, 0xcd, 0xad, 0x58, 0x9c, 0x6b, 0x5c, 0xbb, 0x61, 0x84,
+ 0xb4, 0xf6, 0x76, 0x54, 0xc0, 0x9b, 0xce, 0x2b, 0x32, 0x8d, 0x43, 0xcb,
+ 0x88, 0xf5, 0x55, 0x58, 0x31, 0xc8, 0x7f, 0x4d, 0x45, 0xdc, 0xcc, 0x34,
+ 0x27, 0xdd, 0x60, 0x72, 0xac, 0x3c, 0x8c, 0xfc, 0x21, 0x0c, 0x77, 0x12,
+ 0x8d, 0x2e, 0xf3, 0x8b, 0x88, 0x86, 0x61, 0xe6, 0x4e, 0x54, 0xdb, 0x35,
+ 0x7f, 0x19, 0x48, 0x73, 0x08, 0x76, 0xc7, 0x96, 0xd1, 0xb8, 0x87, 0x3c,
+ 0xc6, 0xd3, 0xec, 0x50, 0xe1, 0x73, 0xe3, 0xb4, 0x79, 0x39, 0x2f, 0xa5,
+ 0xec, 0x72, 0x6e, 0x14, 0x99, 0x2a, 0x59, 0x90, 0xbc, 0x2e, 0xb5, 0x0c,
+ 0xab, 0xbd, 0xb7, 0x96, 0x38, 0xaa, 0xfd, 0x51, 0x8a, 0xa5, 0x2b, 0xde,
+ 0xf1, 0x14, 0xa2, 0xd3, 0xab, 0x19, 0xbd, 0x91, 0xe2, 0x70, 0x5d, 0xc1,
+ 0xc0, 0xdd, 0x98, 0x6d, 0x85, 0xe0, 0x56, 0x4b, 0xc0, 0xf1, 0xa3, 0xd7,
+ 0xe9, 0xd1, 0x74, 0x4b, 0x04, 0x48, 0xd0, 0x99, 0xf1, 0x25, 0xbe, 0xf2,
+ 0x7d, 0x28, 0x51, 0xe8, 0x0c, 0x56, 0x67, 0x7b, 0x6c, 0x9c, 0x6f, 0x7b,
+ 0x32, 0x8a, 0xdb, 0x26, 0x6f, 0x60, 0x4f, 0x87, 0xbe, 0xc9, 0x8f, 0xf8,
+ 0xb0, 0x3e, 0xd2, 0x36, 0x1f, 0x68, 0x26, 0xed, 0xda, 0x66, 0x25, 0x5a,
+ 0xd2, 0x9e, 0x64, 0xae, 0x8d, 0xd6, 0x2a, 0xd7, 0x08, 0x26, 0x47, 0xae,
+ 0xbb, 0x48, 0x8a, 0xe7, 0xc0, 0x41, 0xb5, 0xc2, 0x89, 0xc0, 0x99, 0xe6,
+ 0x48, 0x6f, 0xf9, 0x6d, 0x5f, 0x88, 0x51, 0x96, 0x6c, 0x98, 0x5f, 0x97,
+ 0xda, 0x57, 0x6f, 0xa9, 0x13, 0x4d, 0x9a, 0xda, 0xd6, 0x54, 0x90, 0x79,
+ 0x31, 0x12, 0x19, 0x31, 0xe9, 0x5b, 0xd8, 0xcb, 0x7e, 0x8e, 0x03, 0x36,
+ 0xda, 0xec, 0x0d, 0xa5, 0x73, 0x3a, 0x79, 0x47, 0x79, 0x95, 0xc1, 0xe3,
+ 0x7a, 0xc2, 0xb8, 0x89, 0x7c, 0x48, 0x11, 0xba, 0x4a, 0xa7, 0x9c, 0xf3,
+ 0x7e, 0xd3, 0x50, 0x39, 0xab, 0x30, 0xec, 0x6e, 0x95, 0x8b, 0xfd, 0x97,
+ 0xc1, 0x72, 0x38, 0xcb, 0x2f, 0x24, 0xad, 0xfc, 0xc4, 0x75, 0xf4, 0x95,
+ 0x50, 0xdc, 0x1a, 0x87, 0x8f, 0xac, 0x18, 0xdb, 0x08, 0x4e, 0xf9, 0x83,
+ 0xc6, 0x13, 0x5b, 0xe2, 0x4c, 0x81, 0xd3, 0x43, 0x61, 0x25, 0x7f, 0x72,
+ 0xd2, 0xf1, 0x28, 0x99, 0xcf, 0x63, 0x10, 0xbf, 0xda, 0x20, 0x94, 0x1d,
+ 0xd4, 0xa6, 0x93, 0x26, 0x61, 0xed, 0x78, 0xe2, 0x64, 0x8a, 0xf7, 0xb3,
+ 0x0e, 0xbe, 0x10, 0x6a, 0x60, 0xc2, 0x25, 0x45, 0xff, 0xe7, 0xe5, 0x8e,
+ 0x2c, 0x0e, 0xe0, 0x9a, 0xf5, 0x7b, 0xf8, 0x09, 0xd8, 0x65, 0xe4, 0x57,
+ 0x1c, 0xfc, 0x16, 0xfc, 0x7d, 0x22, 0x92, 0x98, 0x65, 0x0e, 0x37, 0xd6,
+ 0x62, 0x68, 0x23, 0x53, 0x6e, 0xed, 0xe1, 0x8b, 0x89, 0xe4, 0x4e, 0x5f,
+ 0x85, 0x4b, 0xde, 0xa9, 0x88, 0x0b, 0xd1, 0x31, 0x9d, 0x8f, 0x01, 0x47,
+ 0xd3, 0xa7, 0x43, 0xee, 0xd8, 0xd8, 0x24, 0xb9, 0x2d, 0x22, 0xc9, 0x4c,
+ 0x2d, 0xd1, 0x07, 0xac, 0x9a, 0x51, 0x90, 0xdc, 0x83, 0x39, 0xcb, 0x94,
+ 0xe3, 0x8d, 0x4e, 0xfc, 0x68, 0x01, 0x89, 0xd0, 0x18, 0x83, 0xf3, 0x4a,
+ 0xb1, 0x2d, 0xd9, 0x2d, 0x00, 0x1d, 0xa4, 0x81, 0x59, 0x4c, 0x01, 0xc2,
+ 0xfc, 0x7f, 0xc7, 0x12, 0xcb, 0x6c, 0xa0, 0xd8, 0xa5, 0x1c, 0xfb, 0xaa,
+ 0x22, 0x5a, 0x64, 0x0c, 0x31, 0xaa, 0x88, 0x25, 0x1b, 0xb2, 0x5d, 0x02,
+ 0x07, 0xfd, 0x27, 0x77, 0x3c, 0xd2, 0xa9, 0x39, 0x02, 0x91, 0x1a, 0x40,
+ 0xcd, 0x38, 0xcc, 0xe5, 0x9f, 0xd5, 0xa4, 0x12, 0x6f, 0x20, 0xfb, 0x3e,
+ 0xf2, 0x0f, 0xd8, 0x13, 0x1f, 0x36, 0x29, 0x78, 0x71, 0x59, 0x1f, 0x0e,
+ 0x5f, 0x7b, 0xe5, 0x8c, 0x21, 0xf6, 0xbf, 0xe1, 0xe4, 0x9f, 0x67, 0xd1,
+ 0x4e, 0xe5, 0x7c, 0x5e, 0x8e, 0x03, 0x07, 0x03, 0xaa, 0x57, 0xb1, 0xdd,
+ 0x9f, 0x73, 0x02, 0xb0, 0xe9, 0xa4, 0xc2, 0xa0, 0xcb, 0x46, 0xa6, 0x71,
+ 0x48, 0x5e, 0x4f, 0x76, 0x40, 0x51, 0x13, 0xe4, 0x83, 0x8c, 0x67, 0x42,
+ 0x11, 0x60, 0xf4, 0xe8, 0x5a, 0x7b, 0xe1, 0x61, 0x09, 0xd8, 0x19, 0xa4,
+ 0x31, 0x91, 0x88, 0x24, 0x61, 0xa5, 0xbc, 0x6b, 0xc2, 0xe5, 0x64, 0xa9,
+ 0x31, 0x71, 0xdc, 0xd2, 0xf6, 0xbd, 0x68, 0xe7, 0x85, 0xaa, 0xf4, 0xa6,
+ 0xc4, 0x60, 0xf3, 0x91, 0x94, 0x50, 0xfc, 0x68, 0xf1, 0xae, 0xc3, 0xe8,
+ 0x0e, 0x95, 0xa6, 0xf5, 0x85, 0x59, 0x67, 0x35, 0xc1, 0xc8, 0x11, 0x58,
+ 0xba, 0xed, 0x3c, 0xe9, 0x1f, 0xb5, 0xa4, 0x8f, 0x42, 0xbc, 0x5b, 0x10,
+ 0xb4, 0x37, 0x18, 0x30, 0x4d, 0xc8, 0xcd, 0x5f, 0x95, 0x8b, 0x17, 0x50,
+ 0xb3, 0x7a, 0xa1, 0x9b, 0x56, 0x68, 0xf6, 0xd0, 0xff, 0x3a, 0x35, 0x79,
+ 0xb4, 0xa1, 0xb9, 0xad, 0x7b, 0x23, 0x31, 0x7f, 0x05, 0x90, 0xb5, 0x5b,
+ 0x7b, 0xcd, 0xb5, 0x31, 0xea, 0x94, 0x9b, 0x3c, 0x4f, 0x25, 0x70, 0x83,
+ 0xe7, 0xb1, 0x5c, 0x2c, 0x7a, 0x27, 0xb0, 0x76, 0xca, 0x87, 0x6f, 0x7a,
+ 0x8f, 0x87, 0xa9, 0xa1, 0x8e, 0xa5, 0x6f, 0xf4, 0xfc, 0x3d, 0x19, 0xaa,
+ 0x49, 0xbe, 0x6f, 0xc7, 0x2d, 0x03, 0x73, 0x8a, 0x64, 0x66, 0xb9, 0x52,
+ 0xcc, 0x47, 0x22, 0xbc, 0xf3, 0x83, 0x97, 0xfd, 0xc3, 0x66, 0x1d, 0x13,
+ 0xbc, 0xe5, 0xc8, 0xd7, 0x1b, 0xbf, 0xe6, 0x9a, 0x15, 0x17, 0x94, 0x6f,
+ 0x30, 0x7a, 0x5e, 0x2e, 0xfb, 0x64, 0x91, 0x0c, 0xd5, 0xbd, 0x21, 0x5a,
+ 0xf3, 0x7b, 0x1f, 0x64, 0x34, 0xb9, 0x82, 0x07, 0xff, 0x33, 0x58, 0x3a,
+ 0xcd, 0xc3, 0x17, 0xca, 0x1d, 0xd9, 0x8e, 0x42, 0xc1, 0x48, 0x50, 0xa1,
+ 0x9a, 0xc7, 0xfc, 0x26, 0x72, 0x3b, 0xb4, 0xae, 0xdb, 0xd8, 0x5d, 0x1f,
+ 0xe6, 0x53, 0x9d, 0xc3, 0x34, 0xcd, 0x03, 0xf4, 0x17, 0x00, 0x05, 0xb5,
+ 0xca, 0x6b, 0xfc, 0x23, 0x26, 0x47, 0x49, 0xa2, 0x8b, 0xda, 0xf0, 0x0e,
+ 0xf2, 0x56, 0x00, 0xf0, 0x98, 0x1b, 0x51, 0xa5, 0x68, 0x7e, 0x9c, 0xfa,
+ 0x6a, 0x0f, 0x84, 0xde, 0x10, 0x63, 0xb1, 0x8c, 0x5f, 0xa1, 0x46, 0xe8,
+ 0x97, 0x24, 0x45, 0xf1, 0xdb, 0x63, 0x19, 0x3a, 0xb2, 0xca, 0x00, 0x16,
+ 0xe2, 0x93, 0xf9, 0x18, 0xea, 0x6f, 0x71, 0xde, 0xc4, 0x4d, 0xe3, 0x5a,
+ 0xab, 0x66, 0x5d, 0x1a, 0x92, 0x10, 0x1f, 0xce, 0x50, 0x2d, 0x4e, 0x54,
+ 0x41, 0x20, 0x99, 0xe8, 0xf9, 0x02, 0x7c, 0x41, 0x7c, 0x84, 0xac, 0x6d,
+ 0x71, 0xc2, 0xc6, 0xa9, 0x4e, 0xa9, 0x01, 0x90, 0x2e, 0xff, 0xb5, 0x17,
+ 0x52, 0xa7, 0x2a, 0xa5, 0x1f, 0x4e, 0x16, 0xf5, 0x4c, 0x36, 0x23, 0x5c,
+ 0xec, 0xce, 0xda, 0x33, 0xba, 0x28, 0x8c, 0x8f, 0x03, 0xf9, 0xb0, 0x86,
+ 0xfc, 0xb4, 0xc2, 0xf2, 0xb5, 0xfe, 0x37, 0x72, 0xc3, 0xe4, 0xf5, 0x77,
+ 0x0b, 0x55, 0x30, 0x94, 0x38, 0x66, 0xca, 0xe4, 0x7d, 0xe7, 0xd3, 0x46,
+ 0x08, 0xe1, 0x5d, 0x83, 0xb8, 0xe4, 0xa1, 0x08, 0x06, 0xb0, 0x1c, 0x03,
+ 0x3e, 0xff, 0x96, 0xdf, 0x2a, 0x98, 0x4a, 0xbc, 0x55, 0x19, 0x90, 0x87,
+ 0x4f, 0x46, 0x2b, 0x91, 0x81, 0x2e, 0x83, 0x26, 0xa2, 0x96, 0xc9, 0xd0,
+ 0x8f, 0xb9, 0x77, 0xad, 0xeb, 0x82, 0x2d, 0xf4, 0x9e, 0x5c, 0x31, 0xf9,
+ 0x90, 0x64, 0x8d, 0x45, 0x00, 0x7a, 0x76, 0x92, 0xd9, 0xe6, 0x14, 0xfc,
+ 0x48, 0xb5, 0x90, 0xb2, 0x5c, 0x2b, 0x27, 0xa0, 0xf4, 0x4f, 0xb0, 0x9a,
+ 0xfc, 0x36, 0xc0, 0x75, 0x8f, 0x4e, 0xa3, 0x0c, 0x17, 0xe5, 0xd2, 0x9d,
+ 0xb6, 0x26, 0xb1, 0x55, 0xb3, 0xf3, 0xf3, 0x77, 0xa0, 0xb7, 0x3f, 0x63,
+ 0x7e, 0x45, 0xc1, 0x4c, 0xb3, 0x67, 0xaa, 0x23, 0xd2, 0xb0, 0x9d, 0xd3,
+ 0x8b, 0xab, 0x34, 0xb2, 0x44, 0x74, 0xfa, 0x34, 0xd0, 0x76, 0xd2, 0x34,
+ 0xc8, 0x7c, 0x61, 0x85, 0x5a, 0xa9, 0xd1, 0xd9, 0xc0, 0x3e, 0x42, 0x1f,
+ 0x11, 0xda, 0xf1, 0x68, 0x42, 0x49, 0xc2, 0x55, 0x7a, 0x86, 0x2c, 0x70,
+ 0x1d, 0x8e, 0xe1, 0x74, 0x3d, 0xdd, 0x40, 0x15, 0xf9, 0x96, 0xe8, 0x4f,
+ 0x97, 0x53, 0xaf, 0xd0, 0x50, 0xd5, 0x98, 0xb1, 0xf4, 0xdd, 0x87, 0x5c,
+ 0x28, 0x54, 0xa3, 0xd2, 0xb8, 0x2f, 0xfe, 0xf1, 0x0f, 0x49, 0xde, 0x85,
+ 0x53, 0xf5, 0x3c, 0xf2, 0x3d, 0xb1, 0xb2, 0xf7, 0x73, 0x14, 0x12, 0x2f,
+ 0x0a, 0xc7, 0xcc, 0x5e, 0xea, 0x1f, 0x3d, 0x2a, 0xff, 0x53, 0x12, 0x15,
+ 0xae, 0xc6, 0x2d, 0xec, 0x8f, 0x66, 0x99, 0x30, 0xfd, 0x0a, 0x4d, 0x8d,
+ 0xfb, 0xc2, 0x4b, 0x18, 0xe5, 0x89, 0x44, 0x0e, 0x22, 0xc4, 0x62, 0x24,
+ 0x2d, 0x26, 0x94, 0xdf, 0x8c, 0xc8, 0x27, 0x09, 0xca, 0xa9, 0x02, 0x0f,
+ 0x49, 0x0d, 0xac, 0xd5, 0x3f, 0xd8, 0x18, 0x39, 0x48, 0x60, 0x5a, 0xaf,
+ 0x7a, 0x61, 0xdb, 0x3d, 0x1d, 0xf6, 0x2c, 0xed, 0x12, 0x74, 0x48, 0xfa,
+ 0x52, 0x86, 0x64, 0x62, 0x27, 0x11, 0x85, 0x5f, 0xe0, 0x9d, 0x6e, 0x07,
+ 0x5c, 0xfc, 0x8c, 0x67, 0x59, 0x20, 0xff, 0x2f, 0x87, 0xfc, 0x8d, 0x04,
+ 0xa3, 0x21, 0x71, 0x50, 0x50, 0x48, 0xee, 0x43, 0x19, 0x0b, 0xfc, 0x21,
+ 0x41, 0xa7, 0x56, 0x07, 0x5b, 0x5c, 0x90, 0xb8, 0xcd, 0x1a, 0x5c, 0xf8,
+ 0x85, 0x22, 0xb8, 0xb9, 0x9f, 0xcb, 0x96, 0x2e, 0x1b, 0x5d, 0xb0, 0x18,
+ 0x67, 0xcf, 0x4e, 0x60, 0xc6, 0xf9, 0xa9, 0x28, 0x40, 0x33, 0xe3, 0x64,
+ 0xd1, 0x44, 0x46, 0xe8, 0xd4, 0x27, 0x74, 0xc1, 0x1b, 0x92, 0xb2, 0x14,
+ 0x54, 0x9b, 0x45, 0xbe, 0x63, 0x90, 0xf0, 0x5c, 0xdc, 0xbc, 0x73, 0xec,
+ 0x99, 0x43, 0xcf, 0x09, 0x53, 0x60, 0xf1, 0xd0, 0x5d, 0x73, 0x81, 0x57,
+ 0xea, 0x6c, 0xbe, 0xc7, 0x33, 0x02, 0xa6, 0x5f, 0x09, 0x5e, 0x2b, 0x01,
+ 0xc3, 0x9e, 0x83, 0x74, 0x9c, 0x78, 0x88, 0xe3, 0x9b, 0xd7, 0x87, 0x9b,
+ 0x7e, 0xfc, 0xd8, 0x0e, 0xf7, 0x39, 0x86, 0xec, 0x5b, 0x5a, 0x12, 0x89,
+ 0x26, 0xf9, 0xd7, 0xbe, 0x26, 0xee, 0x5b, 0x11, 0x03, 0x03, 0x9d, 0x0d,
+ 0x9d, 0xc1, 0x91, 0x6f, 0x99, 0x8f, 0xfa, 0x37, 0xe1, 0x2c, 0x9e, 0xff,
+ 0x09, 0xd0, 0x27, 0x83, 0x8b, 0xe7, 0x12, 0x9d, 0xb1, 0xb9, 0xdd, 0xfb,
+ 0xae, 0x87, 0xd6, 0xc1, 0x1f, 0xf1, 0xd3, 0xa7, 0x64, 0xf6, 0xb0, 0x36,
+ 0x86, 0x67, 0x67, 0xa7, 0x57, 0x19, 0xd6, 0x0e, 0x28, 0x8f, 0xf3, 0x41,
+ 0x67, 0xe9, 0xbd, 0x33, 0xd9, 0x27, 0x87, 0x41, 0x2b, 0x5c, 0x34, 0x0d,
+ 0x16, 0x9b, 0x4d, 0xf5, 0xe9, 0xff, 0x93, 0xa8, 0x55, 0x97, 0xc1, 0xe3,
+ 0xaf, 0x1e, 0x8c, 0x6b, 0xc2, 0xa4, 0x11, 0x92, 0x03, 0x6d, 0xf1, 0xc5,
+ 0xb5, 0xef, 0x0a, 0x36, 0x59, 0x09, 0xb9, 0x9a, 0x4f, 0x45, 0xfa, 0x4c,
+ 0x39, 0xb4, 0xac, 0xff, 0x06, 0xa9, 0xba, 0xc2, 0x6c, 0x58, 0x2d, 0x1f,
+ 0x08, 0x87, 0x97, 0xc7, 0xa3, 0x1e, 0x5b, 0x55, 0x96, 0xcc, 0x04, 0x4d,
+ 0x01, 0x0d, 0x87, 0x34, 0xb6, 0x6a, 0x87, 0xb0, 0x1d, 0x5d, 0x5a, 0xba,
+ 0x62, 0x91, 0x8c, 0x53, 0x86, 0x1c, 0xe8, 0x28, 0x10, 0xd3, 0x01, 0x4e,
+ 0xf4, 0x4c, 0xca, 0x39, 0x5e, 0x43, 0x3d, 0x24, 0x22, 0xb9, 0x1e, 0x4b,
+ 0x3e, 0x94, 0xd0, 0x07, 0xa9, 0xf8, 0x8b, 0xc0, 0x24, 0xe3, 0xc0, 0x34,
+ 0xe2, 0x32, 0xea, 0xc8, 0xac, 0x89, 0x19, 0x1f, 0x19, 0x3c, 0xff, 0x61,
+ 0x14, 0x15, 0xab, 0xfa, 0x15, 0x29, 0x5b, 0x1f, 0x93, 0x1f, 0x59, 0x36,
+ 0xbc, 0xc1, 0x65, 0x55, 0xac, 0x66, 0x17, 0x0c, 0x8f, 0x03, 0x99, 0x69,
+ 0xa9, 0x47, 0x11, 0xfb, 0x31, 0x42, 0x48, 0x2c, 0x53, 0x50, 0xbc, 0x67,
+ 0x96, 0x40, 0xe8, 0x6a, 0x2b, 0x54, 0xef, 0x07, 0x4c, 0x5a, 0x6b, 0x99,
+ 0x13, 0x00, 0x52, 0x9b, 0x67, 0xfb, 0xf0, 0x28, 0x57, 0xa2, 0xca, 0xb6,
+ 0x42, 0xd7, 0x06, 0xda, 0xff, 0x22, 0x10, 0x88, 0x2a, 0xbb, 0xeb, 0x38,
+ 0xca, 0x66, 0xd5, 0xb9, 0x91, 0xf6, 0x4a, 0x09, 0x8b, 0x40, 0xd9, 0x15,
+ 0xe9, 0x20, 0xb1, 0x9f, 0x6c, 0x2d, 0x88, 0x3a, 0x46, 0x9d, 0x82, 0xf4,
+ 0xe5, 0xdd, 0x5d, 0xff, 0xe7, 0x10, 0x0f, 0xdf, 0x92, 0xf6, 0x20, 0x35,
+ 0xca, 0x6b, 0x18, 0xb3, 0x9f, 0xa0, 0x85, 0x53, 0xf7, 0x37, 0xbe, 0x62,
+ 0x0b, 0x1c, 0x4f, 0xb3, 0x6c, 0xb5, 0xa8, 0x9d, 0x83, 0x59, 0x1a, 0x8a,
+ 0x47, 0xd1, 0x0d, 0xe5, 0xbb, 0x07, 0x39, 0x6b, 0xea, 0x5f, 0xa1, 0x99,
+ 0x38, 0xb9, 0x64, 0x86, 0x02, 0x30, 0xfd, 0x23, 0xda, 0xa5, 0xeb, 0xe8,
+ 0xc7, 0x51, 0x96, 0xf1, 0x04, 0x23, 0x5e, 0xdf, 0x5d, 0xdd, 0xb7, 0x81,
+ 0x4e, 0x62, 0x18, 0xdb, 0xeb, 0x02, 0x1f, 0x29, 0xa2, 0x82, 0xe7, 0xc0,
+ 0x93, 0x01, 0x10, 0x43, 0xff, 0xb5, 0x24, 0x69, 0xc9, 0x86, 0x2d, 0x1f,
+ 0x22, 0x24, 0xac, 0x0c, 0x47, 0xc8, 0x36, 0xda, 0x8d, 0xb9, 0x59, 0x06,
+ 0xfd, 0x42, 0x88, 0xd3, 0x8f, 0xae, 0xcb, 0xb1, 0xed, 0x20, 0x14, 0x39,
+ 0xf3, 0x86, 0xc3, 0x8b, 0x44, 0x9f, 0x2b, 0x1e, 0x15, 0x17, 0x60, 0x81,
+ 0xb5, 0x9f, 0xb0, 0x8f, 0xe2, 0x97, 0x07, 0x9c, 0x04, 0x3c, 0xc3, 0xfc,
+ 0x36, 0xbb, 0x8c, 0x97, 0x8c, 0x2f, 0x53, 0x29, 0xf9, 0xb8, 0x6f, 0x9c,
+ 0xfa, 0xa0, 0xed, 0x96, 0x04, 0xf2, 0x55, 0x2b, 0x07, 0xb0, 0xea, 0x0e,
+ 0x8b, 0x8b, 0x27, 0xb2, 0x5f, 0x55, 0x19, 0xbe, 0xb1, 0x03, 0x68, 0x08,
+ 0xbf, 0x27, 0x94, 0x57, 0xe2, 0x5b, 0x4a, 0x16, 0x93, 0xd6, 0xc0, 0x1e,
+ 0xaf, 0x9a, 0xca, 0xa3, 0x29, 0x61, 0x43, 0xf9, 0x1d, 0x54, 0x60, 0x21,
+ 0x1d, 0xdc, 0xc1, 0xc2, 0x56, 0x1d, 0x2b, 0x50, 0x09, 0xfc, 0x2a, 0xe6,
+ 0x60, 0x3e, 0xac, 0xaf, 0x5c, 0xa7, 0x2d, 0xce, 0xa0, 0x03, 0xb2, 0xbe,
+ 0xca, 0x55, 0x0e, 0x09, 0xa6, 0xcd, 0x92, 0x20, 0xb4, 0x27, 0x37, 0xcd,
+ 0xf0, 0x62, 0xaa, 0x1b, 0xdc, 0x4f, 0x52, 0x85, 0x01, 0x5e, 0x47, 0x89,
+ 0x4d, 0x45, 0xe4, 0xc5, 0xfb, 0x9b, 0xf0, 0xe0, 0x55, 0xfa, 0x0a, 0x14,
+ 0x52, 0x48, 0xad, 0xdb, 0xe2, 0xde, 0x35, 0x3f, 0x0a, 0x16, 0xc2, 0x60,
+ 0xa9, 0x23, 0xaf, 0x2b, 0x95, 0x93, 0x6b, 0x01, 0x0e, 0x4d, 0xae, 0xa6,
+ 0xd6, 0xe6, 0xc9, 0x48, 0xbf, 0x5f, 0x15, 0xa9, 0x1f, 0x22, 0x8d, 0x07,
+ 0xf4, 0x8e, 0x34, 0x32, 0xcd, 0x54, 0x44, 0x1b, 0x4a, 0x4b, 0x81, 0x5f,
+ 0x9f, 0x66, 0x3a, 0x58, 0xfc, 0x09, 0x1b, 0x9f, 0xb1, 0x9e, 0xa5, 0x1b,
+ 0x56, 0x9f, 0xad, 0xc8, 0x6a, 0x22, 0xf3, 0xa4, 0xef, 0xde, 0x28, 0xd6,
+ 0x40, 0xd1, 0xcb, 0x81, 0x12, 0x4d, 0xc0, 0xcf, 0x25, 0xa1, 0x27, 0x57,
+ 0xfd, 0xaa, 0xfa, 0xec, 0xa6, 0x5d, 0xc6, 0xa9, 0x6a, 0x3b, 0x06, 0xbf,
+ 0xb9, 0xa0, 0x31, 0xc2, 0x6a, 0xe8, 0xf2, 0xa9, 0xc6, 0x3a, 0xa9, 0xa6,
+ 0x15, 0x18, 0xb4, 0xea, 0xd2, 0x67, 0xd2, 0x65, 0xc1, 0xfe, 0xe9, 0xd9,
+ 0x56, 0xd2, 0x1e, 0xbc, 0xe9, 0x04, 0x3f, 0xd6, 0xae, 0x2f, 0xd3, 0x9f,
+ 0x64, 0xde, 0x8b, 0x42, 0xb3, 0xb9, 0xd3, 0x1f, 0x2c, 0x10, 0x9d, 0x5d,
+ 0x24, 0xa8, 0xae, 0xf1, 0x9c, 0xc3, 0xbd, 0xec, 0x04, 0xcf, 0x06, 0xad,
+ 0x8b, 0x9c, 0x67, 0x68, 0xfb, 0xe0, 0xb9, 0x10, 0x03, 0xb7, 0x62, 0xf7,
+ 0xc2, 0xd0, 0x24, 0x89, 0xdf, 0x2e, 0x26, 0x14, 0x3b, 0x6d, 0x55, 0xe0,
+ 0x17, 0x9e, 0xa6, 0xcd, 0x89, 0x44, 0x56, 0x95, 0x35, 0x60, 0xef, 0x23,
+ 0x4d, 0xa8, 0x58, 0xd5, 0xf3, 0x2d, 0xd3, 0xe6, 0xc4, 0xca, 0x10, 0x82,
+ 0xc4, 0x00, 0x96, 0xa6, 0x64, 0x43, 0x6e, 0xed, 0xaa, 0xb8, 0x29, 0xac,
+ 0xcb, 0xb9, 0xe4, 0xe2, 0x18, 0x1b, 0x61, 0xb5, 0x59, 0xfb, 0x2a, 0x9c,
+ 0xd5, 0xdf, 0x29, 0x05, 0x89, 0xc8, 0x97, 0x4c, 0x5c, 0xaa, 0x30, 0x23,
+ 0xe3, 0x39, 0xdc, 0x41, 0xb0, 0xc0, 0x0a, 0xf1, 0x97, 0xe1, 0xf1, 0x35,
+ 0x21, 0xd0, 0xde, 0x97, 0x1e, 0x20, 0xa8, 0xf0, 0x02, 0x25, 0x9f, 0xfd,
+ 0x85, 0x01, 0x11, 0x31, 0x32, 0x47, 0x0a, 0xd7, 0xd6, 0xf3, 0x00, 0x19,
+ 0xaf, 0x4b, 0x4b, 0x17, 0x94, 0x10, 0x69, 0xa1, 0x5c, 0x8f, 0xde, 0x9c,
+ 0x1d, 0x65, 0x1d, 0x17, 0xe8, 0xff, 0x05, 0xe9, 0x57, 0x0a, 0xfd, 0x8e,
+ 0x0a, 0xb9, 0xae, 0x2c, 0x0a, 0x50, 0x35, 0xc9, 0x87, 0xbd, 0x03, 0x9a,
+ 0x9c, 0x9e, 0x70, 0x09, 0x04, 0x56, 0x04, 0x01, 0xb4, 0xec, 0x3a, 0x55,
+ 0xd0, 0xf3, 0x25, 0x84, 0xa9, 0xdb, 0xe6, 0x93, 0xf4, 0x5c, 0x01, 0xa1,
+ 0x02, 0xe9, 0x46, 0x97, 0x16, 0x18, 0x28, 0x4d, 0xce, 0xc7, 0x5c, 0x03,
+ 0x93, 0xd6, 0x85, 0x72, 0x39, 0x9e, 0x4a, 0xb1, 0x16, 0x8a, 0x03, 0xde,
+ 0xe0, 0xc3, 0xe3, 0xd4, 0x71, 0x0c, 0x07, 0x5a, 0x21, 0x3b, 0x00, 0x18,
+ 0x4d, 0x25, 0x34, 0xe2, 0x2d, 0x62, 0xa7, 0x44, 0x32, 0x90, 0x66, 0x18,
+ 0x4c, 0xe3, 0x1b, 0x89, 0x37, 0xc2, 0x1b, 0x05, 0x25, 0x1e, 0x20, 0xdf,
+ 0xf8, 0xae, 0x95, 0x3e, 0xb4, 0x3d, 0xba, 0x30, 0x08, 0x91, 0xc5, 0xd1,
+ 0x34, 0xa6, 0x96, 0xdb, 0xb4, 0xba, 0x39, 0x49, 0xd6, 0xba, 0xc7, 0x31,
+ 0x38, 0x1e, 0xd5, 0xf2, 0x12, 0x2d, 0x15, 0x5c, 0x22, 0xbe, 0x8c, 0xaa,
+ 0x9a, 0x3a, 0x31, 0xd9, 0x34, 0xf3, 0x57, 0x93, 0x19, 0x8a, 0x52, 0xbe,
+ 0x66, 0x63, 0x86, 0x10, 0xd2, 0x15, 0x4b, 0x02, 0xf3, 0xa5, 0xa9, 0x30,
+ 0x2b, 0x98, 0xc7, 0xa1, 0x65, 0x02, 0xbb, 0x91, 0x92, 0x2f, 0x38, 0x4f,
+ 0x56, 0xf4, 0xd3, 0xd0, 0x52, 0xe8, 0x26, 0x03, 0x82, 0x08, 0x3e, 0xfa,
+ 0x3a, 0x2e, 0x8b, 0x8a, 0xda, 0x62, 0x38, 0x33, 0x72, 0x88, 0xa2, 0x87,
+ 0x3d, 0xe2, 0xae, 0xac, 0xe3, 0x22, 0x69, 0x43, 0x0a, 0x8a, 0x26, 0xfe,
+ 0xc3, 0xef, 0xcb, 0xfd, 0x20, 0x5c, 0xa2, 0x3a, 0xce, 0xb7, 0x0a, 0x2d,
+ 0x2b, 0xf7, 0x62, 0xf4, 0xda, 0xb4, 0xb1, 0xbc, 0x02, 0xe0, 0x6e, 0x94,
+ 0x00, 0xe7, 0x5c, 0x9b, 0x1e, 0x4a, 0xf8, 0x2b, 0x34, 0x6c, 0xfa, 0x26,
+ 0x33, 0xa6, 0x1d, 0x90, 0xfa, 0xe1, 0x07, 0x5d, 0x06, 0x91, 0xf4, 0x51,
+ 0x63, 0x90, 0x1a, 0xf6, 0x2a, 0x05, 0x4f, 0x5a, 0xdc, 0x67, 0xbf, 0x23,
+ 0x0f, 0x69, 0x58, 0x91, 0x4f, 0x83, 0xf0, 0xc5, 0x48, 0x2d, 0x66, 0xec,
+ 0x1f, 0x44, 0x8d, 0x6b, 0x4f, 0x25, 0x5c, 0xce, 0xb1, 0xd4, 0x6b, 0xe7,
+ 0x9a, 0xb5, 0x9c, 0x92, 0xba, 0xa8, 0x5b, 0xf3, 0xa6, 0x4e, 0xbd, 0x3b,
+ 0xfe, 0x8b, 0xf0, 0xc4, 0x1f, 0xdf, 0x41, 0x05, 0x53, 0xee, 0x28, 0x21,
+ 0xdb, 0xec, 0xa4, 0x8b, 0x43, 0xd6, 0xb7, 0x55, 0x6c, 0x53, 0x90, 0x22,
+ 0xaa, 0xca, 0x13, 0x2b, 0x84, 0xf3, 0x32, 0xec, 0x56, 0x29, 0x5a, 0x92,
+ 0x61, 0x54, 0xb0, 0x06, 0x10, 0xad, 0xb8, 0x4f, 0x62, 0x6b, 0x58, 0x8a,
+ 0x81, 0x2f, 0x89, 0x0b, 0x50, 0x27, 0x37, 0x82, 0x54, 0x86, 0x24, 0x98,
+ 0x59, 0xc9, 0x6d, 0x9f, 0x64, 0xbd, 0xdb, 0x08, 0xfb, 0x92, 0x1b, 0xbd,
+ 0x0f, 0x5c, 0xfe, 0xd3, 0xc1, 0x87, 0xad, 0x26, 0x90, 0xb6, 0xab, 0xac,
+ 0x43, 0xa2, 0xcb, 0xd9, 0x49, 0x2d, 0x9f, 0x0c, 0xea, 0x5a, 0x71, 0x58,
+ 0xfd, 0xd8, 0x3d, 0x59, 0xb2, 0xf0, 0xfd, 0xe8, 0x0a, 0x6e, 0x65, 0xb3,
+ 0x51, 0x99, 0x02, 0x0d, 0xdd, 0x87, 0xb8, 0x67, 0xde, 0xfa, 0x1d, 0x4b,
+ 0x12, 0xa4, 0x47, 0x68, 0xba, 0x5e, 0xe1, 0x1c, 0xbd, 0xa8, 0x62, 0x3a,
+ 0xe7, 0x4d, 0x70, 0x6b, 0xef, 0x22, 0xf3, 0x21, 0x14, 0xe3, 0xba, 0x9c,
+ 0x96, 0x13, 0x86, 0xf9, 0x2c, 0xf9, 0x96, 0x87, 0x4e, 0xfa, 0xfa, 0xaf,
+ 0xa3, 0x2b, 0x43, 0xb2, 0x67, 0x88, 0xaf, 0xd1, 0x2f, 0xff, 0xeb, 0x3c,
+ 0xbf, 0xda, 0x54, 0x04, 0x56, 0x96, 0x19, 0xbc, 0xb6, 0x53, 0x57, 0x51,
+ 0x43, 0x3b, 0x90, 0x59, 0x50, 0xd2, 0x49, 0xde, 0x02, 0x45, 0x66, 0x5a,
+ 0x19, 0xc6, 0x9a, 0x56, 0x26, 0x1d, 0x6a, 0xa8, 0xae, 0x2e, 0xdc, 0x6b,
+ 0xeb, 0x55, 0xe0, 0xad, 0x2a, 0x2d, 0x1d, 0x2b, 0x0c, 0x46, 0x50, 0xcc,
+ 0x86, 0x2a, 0x6d, 0xf8, 0x14, 0xa6, 0x58, 0x38, 0xd5, 0xf9, 0x5b, 0xb1,
+ 0x2f, 0x5d, 0xaa, 0x65, 0x3b, 0xf6, 0x5f, 0x6d, 0x92, 0xfb, 0x97, 0x38,
+ 0xeb, 0x87, 0x00, 0xd5, 0x15, 0x36, 0x3e, 0xed, 0x5f, 0xf6, 0xca, 0xae,
+ 0xb0, 0xbd, 0xc7, 0x2d, 0x45, 0x9b, 0xb3, 0xbc, 0xb8, 0x94, 0x35, 0x4c,
+ 0x6e, 0x40, 0x40, 0x9f, 0x4d, 0x4b, 0xfe, 0xd6, 0x92, 0x0d, 0xa6, 0x56,
+ 0xd4, 0xf1, 0x72, 0x90, 0x64, 0xac, 0x0c, 0x37, 0x47, 0xec, 0x00, 0x5a,
+ 0x3e, 0x4b, 0xcd, 0x41, 0x37, 0x41, 0x3a, 0xbf, 0x09, 0x95, 0xe1, 0x12,
+ 0xd5, 0x04, 0x1f, 0xb0, 0x70, 0xf7, 0x89, 0x2a, 0x47, 0xe5, 0x5c, 0x62,
+ 0xc4, 0x38, 0x59, 0xee, 0x8e, 0x38, 0x1e, 0x10, 0xf4, 0x3b, 0x19, 0xbe,
+ 0x26, 0xa7, 0x01, 0x0d, 0x90, 0xa3, 0x98, 0xeb, 0xc6, 0xa1, 0xb1, 0xdd,
+ 0x4f, 0xa4, 0xf3, 0x28, 0xd4, 0x0c, 0x2b, 0x0d, 0x56, 0x8e, 0x15, 0x00,
+ 0x40, 0xbb, 0x8c, 0xe0, 0xa2, 0x8f, 0x3d, 0xd8, 0x93, 0xed, 0x91, 0x55,
+ 0xc8, 0xab, 0x8b, 0x37, 0x89, 0xba, 0x3c, 0xbc, 0xdd, 0x0e, 0x0b, 0x14,
+ 0xec, 0x4e, 0x56, 0x3c, 0xb3, 0xeb, 0xc7, 0xc0, 0xd6, 0x06, 0x06, 0x1d,
+ 0xa0, 0xfd, 0x35, 0x10, 0x25, 0xde, 0xae, 0xae, 0xe8, 0x58, 0x3d, 0x93,
+ 0xae, 0x3c, 0xd0, 0xac, 0x2c, 0x4d, 0xaf, 0xf7, 0x09, 0x14, 0x36, 0xe1,
+ 0x47, 0xc5, 0x59, 0x15, 0x55, 0x81, 0xc5, 0x3d, 0x58, 0x1e, 0xa3, 0x96,
+ 0xde, 0x92, 0xb6, 0xe6, 0x55, 0x15, 0xfa, 0x43, 0xef, 0xca, 0xc7, 0x0d,
+ 0x50, 0x8d, 0x51, 0x84, 0xc3, 0xf3, 0x21, 0xd1, 0x41, 0x08, 0x4d, 0xb7,
+ 0xed, 0xa0, 0x05, 0xf4, 0x47, 0x60, 0x44, 0x29, 0x9c, 0xc0, 0xcd, 0xda,
+ 0xbd, 0x44, 0xc1, 0xff, 0x96, 0x48, 0x33, 0xd1, 0x9a, 0x50, 0xab, 0x1e,
+ 0x57, 0xc5, 0xbe, 0x19, 0xe8, 0x25, 0x59, 0x2c, 0xb4, 0xc5, 0xd1, 0x50,
+ 0xb0, 0x9c, 0x50, 0x5c, 0x9a, 0x03, 0x86, 0x05, 0x3b, 0xaf, 0xc1, 0x15,
+ 0xd7, 0x58, 0x07, 0x4b, 0x23, 0x61, 0x2c, 0x3f, 0x16, 0x02, 0xca, 0x0b,
+ 0x85, 0xcf, 0x56, 0xfb, 0x99, 0x1c, 0x61, 0x39, 0x1f, 0x8b, 0xfa, 0x0b,
+ 0x3c, 0x89, 0x2b, 0x40, 0xd7, 0x15, 0x3f, 0xbe, 0x51, 0xb6, 0xf5, 0x22,
+ 0xde, 0x2c, 0x8f, 0xe3, 0x1e, 0x35, 0xd5, 0xda, 0x0b, 0xdf, 0x4d, 0x98,
+ 0x50, 0x39, 0x27, 0x38, 0x2d, 0x41, 0xd2, 0x3e, 0x06, 0x9c, 0xf5, 0x60,
+ 0x4d, 0x00, 0xe8, 0x40, 0xf9, 0x4f, 0xe0, 0x1b, 0x01, 0x45, 0xff, 0xb9,
+ 0x8f, 0xef, 0x19, 0x16, 0x1b, 0x5d, 0x36, 0x96, 0xe8, 0x3f, 0xaf, 0xfb,
+ 0x52, 0xbc, 0x52, 0xac, 0x4a, 0x1e, 0x5d, 0xf0, 0xfe, 0x52, 0xe7, 0x41,
+ 0x41, 0xc0, 0xe5, 0xe6, 0xcb, 0x36, 0x1c, 0x0d, 0x29, 0x5a, 0x44, 0x2f,
+ 0x12, 0xdd, 0xed, 0xc0, 0xb2, 0xe2, 0xc6, 0x36, 0xed, 0x1d, 0xbb, 0xf4,
+ 0x60, 0xec, 0xd7, 0xfb, 0xbd, 0xf7, 0xb3, 0x89, 0x31, 0x86, 0x53, 0x37,
+ 0x8f, 0xee, 0xb4, 0x15, 0xd7, 0xb4, 0xde, 0x5d, 0x0b, 0x42, 0xb5, 0x3f,
+ 0x13, 0x43, 0xfc, 0x57, 0x11, 0xdb, 0xbb, 0x2d, 0x22, 0x2f, 0xd4, 0x52,
+ 0xd2, 0x4a, 0x36, 0x97, 0xff, 0x40, 0x9f, 0x1d, 0x5d, 0x4b, 0xc1, 0x92,
+ 0x03, 0xef, 0xc9, 0x4e, 0x40, 0x8d, 0xef, 0xc5, 0x52, 0xf8, 0xd6, 0x30,
+ 0x21, 0xc6, 0xa6, 0x03, 0x28, 0xe9, 0xe0, 0x20, 0xd2, 0x00, 0xed, 0x26,
+ 0x11, 0x9c, 0x15, 0x34, 0x42, 0x52, 0x19, 0x41, 0x8b, 0x1e, 0x81, 0xd9,
+ 0xa9, 0xd7, 0x4e, 0xca, 0xc3, 0x03, 0x3c, 0x16, 0xe8, 0xd0, 0x3a, 0x22,
+ 0x0f, 0x57, 0xda, 0xce, 0xbc, 0xb4, 0xb2, 0x0d, 0x2a, 0xa8, 0xf0, 0x53,
+ 0x25, 0xf4, 0x0e, 0xa1, 0xa1, 0x5b, 0xa4, 0x46, 0xf0, 0x4a, 0x45, 0xa3,
+ 0x20, 0x36, 0x3d, 0x1e, 0x15, 0xf9, 0xd2, 0xa4, 0xa4, 0x33, 0x52, 0x15,
+ 0xdb, 0x40, 0xa9, 0x90, 0xe4, 0x32, 0xeb, 0xb9, 0x81, 0xe8, 0x84, 0x1a,
+ 0x44, 0x87, 0x98, 0xed, 0x13, 0x9f, 0x2c, 0x17, 0xa3, 0x39, 0x4b, 0x0a,
+ 0x3e, 0x0d, 0x8f, 0x92, 0x09, 0x8e, 0x38, 0x3a, 0xef, 0x2a, 0xb8, 0xd2,
+ 0xac, 0xac, 0x8d, 0xa6, 0xfc, 0x3e, 0xda, 0x4a, 0x16, 0x09, 0x1b, 0x5c,
+ 0xbc, 0x43, 0xee, 0x07, 0x40, 0xa3, 0x8b, 0x91, 0x08, 0x5a, 0x06, 0x05,
+ 0xe3, 0xb7, 0x2e, 0xa7, 0xb3, 0x3c, 0xa6, 0x5c, 0xfc, 0x03, 0xd4, 0xb5,
+ 0xa1, 0xbb, 0x8f, 0x91, 0xff, 0x10, 0x31, 0x42, 0xba, 0x42, 0x07, 0xbf,
+ 0x4b, 0xed, 0xd5, 0x55, 0xb6, 0xa3, 0x2c, 0x27, 0x97, 0x40, 0xa6, 0xa3,
+ 0xf7, 0xe5, 0xf7, 0xc3, 0xa1, 0x10, 0xfe, 0x0f, 0xd8, 0x11, 0x2e, 0x45,
+ 0x1e, 0x30, 0x9f, 0x4a, 0xc0, 0xff, 0x62, 0xb7, 0xb9, 0x14, 0xbb, 0x06,
+ 0xf5, 0xf9, 0x12, 0x58, 0xf4, 0x08, 0xf3, 0xe2, 0x9d, 0x33, 0xad, 0xaa,
+ 0x07, 0x40, 0xc1, 0x41, 0xfd, 0xfa, 0x15, 0x61, 0x5e, 0x26, 0xa5, 0x60,
+ 0x91, 0x56, 0x2d, 0xce, 0xd6, 0xdf, 0x0f, 0x60, 0xf0, 0xb6, 0x2d, 0x87,
+ 0xdf, 0x82, 0xef, 0x44, 0xce, 0xd1, 0xff, 0x1b, 0x59, 0xda, 0x45, 0x17,
+ 0x41, 0xe9, 0x60, 0x3a, 0x57, 0xb5, 0x88, 0xdf, 0x1f, 0xd5, 0xa6, 0x5b,
+ 0x36, 0xa3, 0x39, 0xed, 0x8e, 0x47, 0x05, 0x1e, 0xd9, 0x97, 0xea, 0xa1,
+ 0x9f, 0xb9, 0x85, 0x25, 0x41, 0xfa, 0xef, 0x2c, 0x4e, 0xe6, 0xb0, 0xc8,
+ 0x39, 0xdb, 0x2e, 0x24, 0x9f, 0xaa, 0xa5, 0xdb, 0xf1, 0xdd, 0xc3, 0x3b,
+ 0xa6, 0xe5, 0x28, 0x0b, 0x0d, 0x11, 0x30, 0xf0, 0xd8, 0xfd, 0x58, 0xa3,
+ 0x8a, 0xca, 0xea, 0x91, 0xfd, 0x90, 0xd3, 0x3f, 0x4d, 0x44, 0x03, 0x88,
+ 0x2e, 0x8d, 0xe2, 0x1e, 0xe0, 0x13, 0x5a, 0xd0, 0xf4, 0xc0, 0xed, 0x4e,
+ 0xd1, 0xeb, 0x17, 0xff, 0x85, 0xd1, 0x3a, 0xcc, 0x13, 0x52, 0xfc, 0x85,
+ 0xd2, 0x86, 0x06, 0xa2, 0x85, 0xa2, 0xff, 0xce, 0x06, 0x9e, 0x5e, 0xfa,
+ 0x61, 0x29, 0x3d, 0x40, 0x2c, 0x1c, 0x4e, 0x5b, 0x29, 0x62, 0xfd, 0xe6,
+ 0xfc, 0x32, 0x4f, 0xcf, 0x24, 0x29, 0x61, 0x2e, 0xd6, 0x5f, 0x2f, 0x54,
+ 0x99, 0xa4, 0xee, 0xa4, 0x50, 0xe8, 0xdd, 0xda, 0xfb, 0xd1, 0x38, 0x54,
+ 0x2e, 0x37, 0xf3, 0xbd, 0x1d, 0x33, 0x3d, 0x3b, 0xe0, 0xe3, 0x3b, 0x2a,
+ 0xc1, 0x3d, 0xac, 0x93, 0x4d, 0x5a, 0x12, 0x2d, 0xd1, 0x45, 0xd3, 0x1b,
+ 0xe3, 0x0e, 0xc3, 0xd1, 0x60, 0x39, 0x00, 0xc3, 0xc7, 0x1d, 0xed, 0x29,
+ 0x2d, 0x60, 0x5a, 0x19, 0x11, 0x2a, 0x5c, 0x4e, 0xf1, 0xd2, 0x4c, 0x59,
+ 0xaf, 0x3b, 0x9a, 0x15, 0x1a, 0xb8, 0xf7, 0xd3, 0xb9, 0x93, 0x55, 0x41,
+ 0x09, 0xb0, 0xf8, 0x4f, 0xdf, 0xb7, 0x4e, 0x5e, 0xb1, 0xe3, 0x33, 0x90,
+ 0xf0, 0x8f, 0xcb, 0x99, 0x9a, 0xce, 0xa3, 0x1a, 0xad, 0xac, 0x56, 0xbb,
+ 0x27, 0x34, 0xc6, 0x47, 0x31, 0x12, 0x1e, 0xd1, 0x10, 0xb0, 0x8b, 0xf1,
+ 0xe2, 0x33, 0xd6, 0x00, 0x2c, 0xe4, 0xe5, 0x20, 0x8a, 0xdb, 0xe6, 0x86,
+ 0x4a, 0x01, 0xc6, 0x0e, 0x9e, 0x19, 0x5d, 0x8d, 0xd0, 0xcf, 0x17, 0xec,
+ 0x36, 0x52, 0xc6, 0xd1, 0x92, 0x1a, 0xb8, 0x37, 0xcb, 0x31, 0xc7, 0xcc,
+ 0xad, 0x92, 0xd0, 0x4a, 0xb2, 0x8f, 0x5c, 0xce, 0x1d, 0xc0, 0xce, 0xa8,
+ 0x59, 0xb6, 0x17, 0x3d, 0xa9, 0x1a, 0x9a, 0xd2, 0x34, 0xb3, 0xdf, 0x2c,
+ 0xa9, 0xac, 0xe9, 0x3f, 0x8b, 0x29, 0x62, 0xbd, 0xa5, 0xf5, 0x96, 0xab,
+ 0x5b, 0x8c, 0x00, 0x9c, 0xe6, 0x8d, 0xed, 0xba, 0x32, 0x5a, 0xb5, 0xe6,
+ 0x08, 0xeb, 0x48, 0xa1, 0x4e, 0x96, 0x13, 0x95, 0xa8, 0x09, 0x8d, 0xea,
+ 0x8e, 0xac, 0x51, 0xe5, 0x0b, 0xe1, 0xd1, 0xc7, 0x4e, 0x14, 0x9b, 0x0a,
+ 0xe6, 0xa7, 0xde, 0xcf, 0x54, 0x60, 0xd6, 0x3c, 0x47, 0xf6, 0x1d, 0x3b,
+ 0xf6, 0xf2, 0xb6, 0xfb, 0xc5, 0x9d, 0x4a, 0xba, 0xf8, 0x93, 0x82, 0x41,
+ 0x0b, 0xf5, 0x9a, 0x58, 0xb8, 0xcd, 0x4e, 0xe0, 0x9d, 0xd2, 0x02, 0x2d,
+ 0x36, 0x2b, 0x3b, 0x07, 0x3d, 0x0c, 0x2f, 0x3b, 0xb8, 0x5a, 0x2f, 0x63,
+ 0xc5, 0x1c, 0x27, 0x2a, 0x5f, 0xa2, 0x3f, 0x54, 0x4c, 0x84, 0x55, 0x21,
+ 0x53, 0x27, 0x1a, 0xb7, 0xcb, 0x1d, 0xde, 0x07, 0x4d, 0x23, 0xc8, 0x95,
+ 0x97, 0xe3, 0xeb, 0x96, 0xc8, 0xe3, 0xd2, 0x2f, 0xa2, 0xc2, 0x0a, 0x18,
+ 0x24, 0xb2, 0x5c, 0xd6, 0x8d, 0x1f, 0xe9, 0xfd, 0x09, 0x5f, 0x08, 0xf0,
+ 0x18, 0xe7, 0xfe, 0xe8, 0x0c, 0x85, 0x27, 0x92, 0x18, 0x98, 0x40, 0xbb,
+ 0x15, 0xd6, 0x15, 0x37, 0x0f, 0x54, 0xa4, 0x4c, 0x09, 0x20, 0x2f, 0x57,
+ 0x0f, 0xf7, 0xd5, 0x33, 0x8f, 0x0d, 0x5d, 0x40, 0x11, 0x17, 0x0f, 0x06,
+ 0x9b, 0x34, 0x08, 0xf1, 0x35, 0xa0, 0x1a, 0x0c, 0x4f, 0x41, 0xcb, 0xbe,
+ 0x58, 0xdb, 0xfd, 0x0c, 0xef, 0x37, 0x58, 0x46, 0x04, 0x47, 0xa7, 0x05,
+ 0xd5, 0x28, 0xbe, 0xe6, 0xa3, 0xc3, 0x9c, 0x33, 0xc8, 0x8c, 0xd8, 0xee,
+ 0xd1, 0xd2, 0xb7, 0x0a, 0xb8, 0x36, 0x32, 0x3b, 0x2d, 0x61, 0xcc, 0xff,
+ 0xa8, 0x35, 0xdd, 0x06, 0x81, 0x4d, 0xf5, 0x55, 0xfd, 0x87, 0xab, 0xda,
+ 0x03, 0xbe, 0xf9, 0x3e, 0xbd, 0xf4, 0x22, 0x53, 0x4b, 0xc7, 0xc1, 0x2b,
+ 0xff, 0xdd, 0x88, 0xfd, 0xd0, 0x2d, 0xc9, 0xa5, 0x05, 0xde, 0xb9, 0x09,
+ 0xac, 0xb5, 0x8a, 0x50, 0x20, 0x99, 0x3b, 0x36, 0x5a, 0xcc, 0xf2, 0x1c,
+ 0x30, 0x4b, 0x93, 0xa0, 0x1b, 0xf0, 0x62, 0x39, 0xf8, 0x24, 0x43, 0xe8,
+ 0xd4, 0x37, 0x11, 0x0e, 0x09, 0x5f, 0xb3, 0x2d, 0xe7, 0x42, 0xef, 0x9e,
+ 0x17, 0x3a, 0x56, 0x39, 0x16, 0x2f, 0xe5, 0xfe, 0xc4, 0xc1, 0xb7, 0x06,
+ 0x85, 0xf8, 0x13, 0x3b, 0x36, 0x52, 0x02, 0x87, 0xfb, 0xe4, 0x57, 0x58,
+ 0xa2, 0x32, 0xca, 0x36, 0x44, 0x43, 0xf5, 0x46, 0x37, 0x20, 0x2a, 0xe5,
+ 0xdb, 0xd3, 0xa7, 0x48, 0x1c, 0xdf, 0xdc, 0x48, 0xaf, 0x9b, 0x00, 0x63,
+ 0x4d, 0x89, 0x12, 0xab, 0x89, 0x08, 0x04, 0x0a, 0x50, 0x33, 0x8c, 0x64,
+ 0x27, 0xa9, 0x93, 0x13, 0x05, 0x5d, 0xd3, 0x10, 0x51, 0x9e, 0xc9, 0xdf,
+ 0x31, 0xd6, 0xad, 0x06, 0xef, 0x9c, 0xe3, 0xb4, 0xa3, 0x30, 0xbf, 0x25,
+ 0x30, 0x8b, 0x26, 0xaa, 0x08, 0xa2, 0x95, 0x2b, 0x89, 0x4d, 0xa2, 0xdb,
+ 0x4b, 0x59, 0x3e, 0xcd, 0x28, 0xbb, 0xe7, 0xf8, 0x04, 0xf4, 0xe5, 0x3f,
+ 0xce, 0xa5, 0x5e, 0x47, 0xb9, 0xdf, 0x5d, 0xf2, 0x00, 0x88, 0x24, 0xe9,
+ 0x38, 0x43, 0x89, 0x54, 0xc9, 0x48, 0x98, 0xb2, 0xbd, 0xaa, 0x82, 0xa5,
+ 0xde, 0xa0, 0x04, 0xef, 0x58, 0xac, 0x89, 0xd1, 0x32, 0x85, 0x9d, 0x4c,
+ 0x5d, 0xc0, 0xe6, 0x58, 0x3e, 0x88, 0xe1, 0x31, 0x29, 0x5f, 0x10, 0x8c,
+ 0x8c, 0x8f, 0x24, 0xe3, 0x29, 0xf7, 0x8f, 0xd9, 0x82, 0xc2, 0xd1, 0x96,
+ 0x4f, 0xc9, 0x07, 0x03, 0xbc, 0xb5, 0xb3, 0x29, 0x14, 0x41, 0x00, 0x4f,
+ 0x06, 0xd8, 0xf0, 0xf1, 0xa9, 0x58, 0x0f, 0x3e, 0xcd, 0x86, 0x06, 0xa8,
+ 0xf5, 0xea, 0xcd, 0x0b, 0x36, 0xc6, 0x3e, 0xe7, 0xd4, 0x5f, 0xc6, 0xed,
+ 0xcc, 0xf9, 0x62, 0x8a, 0xd3, 0x8c, 0x9c, 0x3f, 0x04, 0x09, 0x35, 0x42,
+ 0xa5, 0x3b, 0x25, 0xdb, 0x56, 0x01, 0xc6, 0xa1, 0x26, 0x86, 0x44, 0x33,
+ 0xa8, 0xc1, 0x3b, 0xfa, 0x18, 0x4a, 0x9c, 0x56, 0xb2, 0x0f, 0xed, 0x5a,
+ 0xf3, 0xeb, 0x34, 0xdc, 0x09, 0x9d, 0x40, 0x82, 0x90, 0x18, 0xb1, 0xee,
+ 0xcf, 0x95, 0x16, 0x39, 0xe0, 0xec, 0xee, 0xdb, 0xdb, 0x41, 0xe3, 0xbb,
+ 0x4d, 0x14, 0xb6, 0x23, 0x35, 0x9a, 0xa8, 0x04, 0xde, 0x59, 0xd8, 0x21,
+ 0x08, 0x90, 0xd6, 0x9e, 0x24, 0x95, 0x52, 0xec, 0x83, 0x6f, 0xad, 0x22,
+ 0x81, 0xd7, 0x24, 0x62, 0x9f, 0x1c, 0xa1, 0x4d, 0x07, 0x88, 0xed, 0x3c,
+ 0x9c, 0x55, 0xdd, 0x31, 0x60, 0x8e, 0x41, 0xf1, 0x58, 0x5a, 0x3e, 0x65,
+ 0xd8, 0x17, 0xe4, 0xb3, 0xba, 0x29, 0xd4, 0x68, 0x87, 0x16, 0x8e, 0x01,
+ 0xc6, 0x02, 0xc9, 0xab, 0xa6, 0xdb, 0xe2, 0x91, 0xcb, 0x86, 0x9b, 0x34,
+ 0x1f, 0xe1, 0x21, 0xf6, 0x42, 0xb2, 0x2b, 0x44, 0xf6, 0x3f, 0x47, 0x91,
+ 0x3c, 0x56, 0xfb, 0x6c, 0xed, 0x02, 0x30, 0x10, 0x5a, 0xed, 0x8f, 0xe0,
+ 0x68, 0x0b, 0xa3, 0x13, 0xa0, 0x9e, 0xf6, 0x43, 0x54, 0x58, 0x1a, 0x95,
+ 0x11, 0xab, 0xa2, 0xea, 0x53, 0x37, 0xcb, 0x82, 0x16, 0x13, 0x39, 0x60,
+ 0x61, 0x59, 0xba, 0xed, 0x3e, 0x65, 0x25, 0x0b, 0x4a, 0xe5, 0x38, 0xc5,
+ 0x52, 0x4a, 0x01, 0xf6, 0xa7, 0xcb, 0x54, 0x1e, 0x83, 0x2d, 0x87, 0x05,
+ 0xd8, 0x5a, 0x6c, 0xe2, 0xc8, 0x1b, 0x10, 0xa6, 0x0a, 0x96, 0xa7, 0xf1,
+ 0x31, 0x08, 0xaa, 0x57, 0xc5, 0xc7, 0x02, 0x30, 0x87, 0x8f, 0x22, 0x42,
+ 0x89, 0x11, 0xe7, 0x31, 0xf5, 0x28, 0xc9, 0x1f, 0xd4, 0x35, 0xf1, 0x02,
+ 0x53, 0x1f, 0xa1, 0x17, 0xef, 0xe0, 0xc4, 0xd2, 0xec, 0x60, 0xb2, 0x15,
+ 0x4c, 0x2b, 0x8f, 0xba, 0xf3, 0xd1, 0x07, 0x2d, 0xc6, 0x89, 0x59, 0xab,
+ 0xde, 0x92, 0x97, 0xd4, 0xbc, 0xfb, 0xe0, 0x64, 0xc6, 0x8b, 0x17, 0x60,
+ 0x42, 0x2e, 0xa7, 0x45, 0x35, 0xf5, 0xf9, 0xf4, 0x98, 0xbd, 0x3f, 0xfc,
+ 0xfb, 0x2a, 0x19, 0x65, 0xd5, 0x06, 0x0d, 0x50, 0x54, 0x90, 0xc9, 0x55,
+ 0xc8, 0xa7, 0x33, 0x02, 0xff, 0x1c, 0x65, 0x04, 0x1e, 0x01, 0xcd, 0x3e,
+ 0x88, 0xff, 0xc2, 0xf5, 0x48, 0x4e, 0x61, 0x46, 0x57, 0xc1, 0x1d, 0xa4,
+ 0x01, 0x43, 0x65, 0x0a, 0x49, 0x56, 0xd1, 0x9d, 0x46, 0x3e, 0xae, 0x3d,
+ 0xeb, 0xf7, 0x29, 0x3c, 0xea, 0x69, 0xbd, 0x30, 0x56, 0xb3, 0xc7, 0x17,
+ 0x14, 0x86, 0x1d, 0xa2, 0x25, 0x0b, 0x23, 0xdf, 0xbb, 0xe9, 0x22, 0x54,
+ 0x6b, 0x10, 0xd1, 0xfb, 0x12, 0x9a, 0xc1, 0x1d, 0xcc, 0x1e, 0xe4, 0xe5,
+ 0xd0, 0x30, 0xf1, 0xa2, 0x4c, 0x64, 0xc5, 0x2c, 0xe3, 0xef, 0xa6, 0xfa,
+ 0xc0, 0xf0, 0x57, 0xe9, 0x85, 0x66, 0x25, 0x59, 0xbb, 0x4a, 0x16, 0x59,
+ 0x95, 0x36, 0xa6, 0xe5, 0xd3, 0xe0, 0x8e, 0xb7, 0xda, 0xb1, 0xf3, 0x1f,
+ 0x16, 0x19, 0xdf, 0xdc, 0xb9, 0x01, 0x50, 0x1e, 0x40, 0xa6, 0xeb, 0xcb,
+ 0xa1, 0xc4, 0xe2, 0x3f, 0xcf, 0xe6, 0xf7, 0xa2, 0xcc, 0x09, 0x6c, 0xb0,
+ 0xce, 0xbb, 0xba, 0xa3, 0x50, 0xe2, 0x57, 0x35, 0xe4, 0xf8, 0xc9, 0x41,
+ 0x50, 0xf5, 0xf1, 0x1f, 0x9b, 0x98, 0x2f, 0x32, 0x1a, 0x01, 0x0a, 0x5a,
+ 0xfa, 0x41, 0x2b, 0x4b, 0x05, 0xc3, 0x62, 0xa5, 0x61, 0x0d, 0x29, 0xad,
+ 0xee, 0x2a, 0x12, 0x8c, 0xbb, 0xee, 0x96, 0x4b, 0xbf, 0x8c, 0x30, 0x0f,
+ 0x07, 0x0c, 0xa9, 0x86, 0x40, 0x00, 0x97, 0x67, 0x62, 0xd1, 0xe5, 0xd7,
+ 0xc4, 0xd5, 0xa3, 0x06, 0x19, 0x6a, 0x54, 0x0a, 0x47, 0x62, 0xb1, 0x5c,
+ 0xd4, 0xa2, 0xbc, 0x68, 0x84, 0x8a, 0x13, 0xfa, 0xac, 0x4a, 0x6e, 0x11,
+ 0x83, 0x3c, 0x12, 0xd4, 0x39, 0x17, 0x90, 0x85, 0x85, 0x13, 0x42, 0x9f,
+ 0x47, 0x5b, 0xaf, 0x58, 0x0a, 0x4e, 0x88, 0x09, 0x3d, 0xe7, 0xe1, 0xab,
+ 0x13, 0x4b, 0xd0, 0x92, 0x18, 0xe2, 0x98, 0xf3, 0x4b, 0xab, 0xab, 0xd7,
+ 0x2e, 0x2f, 0xda, 0xf1, 0x15, 0x89, 0x97, 0x30, 0x3e, 0x91, 0xde, 0xb5,
+ 0x8f, 0x27, 0xc1, 0x96, 0x08, 0xf3, 0xea, 0x04, 0x0f, 0x62, 0x61, 0x0d,
+ 0xbf, 0x21, 0x24, 0xe5, 0x3f, 0x33, 0xa6, 0xf8, 0x51, 0x01, 0xe7, 0xee,
+ 0x21, 0xd0, 0x6b, 0xd7, 0xc8, 0xad, 0x91, 0x68, 0x51, 0xd5, 0x82, 0x36,
+ 0xc6, 0xb8, 0xf6, 0x31, 0xcd, 0x24, 0x5a, 0x4a, 0x91, 0xbd, 0x34, 0xf9,
+ 0x32, 0xc0, 0xc5, 0xa6, 0x6c, 0x03, 0x02, 0xba, 0xcc, 0xb2, 0xc2, 0x41,
+ 0x56, 0x30, 0xa1, 0xf9, 0x4b, 0x52, 0x92, 0x6f, 0x6b, 0xdf, 0x27, 0xf9,
+ 0x2b, 0xa2, 0xed, 0x6d, 0xf9, 0x9f, 0xd5, 0x98, 0x25, 0x82, 0x6f, 0xe7,
+ 0x97, 0xaf, 0x8e, 0x0c, 0xea, 0x32, 0xa5, 0x42, 0x68, 0xcc, 0x8b, 0xcf,
+ 0xfd, 0x0b, 0x41, 0x56, 0x49, 0xda, 0x99, 0xc8, 0xbd, 0xb9, 0xa7, 0x2b,
+ 0x45, 0x39, 0x5d, 0x13, 0x5a, 0xdf, 0x4a, 0x2d, 0xec, 0x30, 0xa3, 0x30,
+ 0xff, 0x69, 0x5f, 0x38, 0x8b, 0xf6, 0xe0, 0xdc, 0xc0, 0x2f, 0x93, 0xf6,
+ 0xf6, 0x45, 0x3f, 0x3c, 0x2a, 0xab, 0x0f, 0x17, 0xbe, 0xe6, 0xdb, 0x5d,
+ 0x88, 0x9d, 0x57, 0x1d, 0x9c, 0x82, 0x4b, 0x62, 0xff, 0xa6, 0x47, 0x24,
+ 0xeb, 0xdd, 0xac, 0xf1, 0x23, 0x9f, 0xb3, 0xaf, 0x39, 0x9f, 0xd3, 0xaf,
+ 0xd2, 0xf3, 0x13, 0xa7, 0xb8, 0x42, 0x95, 0x0e, 0x2b, 0xca, 0x2e, 0x46,
+ 0x08, 0x92, 0x3a, 0x0e, 0xab, 0xf3, 0xb0, 0xa5, 0x90, 0x10, 0x1d, 0x83,
+ 0xbd, 0xc7, 0xd6, 0x83, 0x00, 0x8f, 0xd6, 0x18, 0xe6, 0xf4, 0xa3, 0xaf,
+ 0xd7, 0x34, 0xc2, 0x4f, 0x32, 0xda, 0x23, 0x6a, 0x67, 0x6a, 0x8c, 0xf5,
+ 0x6f, 0x0b, 0x46, 0x29, 0x29, 0x04, 0xb5, 0x5e, 0x24, 0x64, 0xaa, 0xa9,
+ 0x07, 0x11, 0x65, 0xf7, 0xea, 0x8a, 0xa3, 0xe5, 0x39, 0xfa, 0xac, 0x95,
+ 0xfe, 0xd5, 0x03, 0xcb, 0x6d, 0x0f, 0xb7, 0x68, 0x69, 0xd2, 0x1e, 0xd6,
+ 0x44, 0xf5, 0x99, 0xb0, 0xf3, 0xb3, 0xb1, 0x2e, 0xa2, 0xc7, 0x5f, 0x8e,
+ 0x0a, 0x4b, 0x27, 0x27, 0xaa, 0xf7, 0xdc, 0x03, 0x54, 0xf5, 0xa6, 0xd6,
+ 0xb1, 0x03, 0xc1, 0xd2, 0x88, 0xee, 0x9f, 0xb8, 0xc8, 0xae, 0xdf, 0x49,
+ 0xf3, 0xf4, 0xe4, 0x0b, 0xcf, 0xa5, 0x17, 0x64, 0x23, 0x34, 0xd7, 0x15,
+ 0xe6, 0xea, 0x6b, 0xf1, 0xbb, 0x53, 0x0a, 0xaf, 0x6c, 0xd8, 0xff, 0xc0,
+ 0xa4, 0xeb, 0x12, 0x36, 0x4e, 0xb9, 0xf0, 0x49, 0xef, 0x8d, 0x8d, 0xfe,
+ 0xf1, 0x58, 0x5b, 0xc7, 0x0f, 0xab, 0xff, 0x9a, 0xd3, 0x64, 0x85, 0x86,
+ 0x56, 0xa1, 0x4c, 0x0e, 0xe5, 0x54, 0x6a, 0x07, 0x45, 0x3e, 0xf1, 0x84,
+ 0xa7, 0xcb, 0xc3, 0x65, 0x83, 0x60, 0x4c, 0xbb, 0x61, 0x60, 0xba, 0x16,
+ 0xe7, 0x50, 0x6c, 0xd9, 0x82, 0xaa, 0xe4, 0x36, 0x07, 0x6f, 0x66, 0x69,
+ 0xce, 0x9d, 0xc9, 0xbf, 0xdd, 0x1c, 0x13, 0xad, 0x2b, 0x25, 0x29, 0x53,
+ 0x61, 0x2b, 0xe5, 0x00, 0x00, 0x60, 0x53, 0x62, 0x41, 0xfe, 0x88, 0x6e,
+ 0x18, 0xc1, 0xc2, 0xa5, 0x5a, 0xf9, 0xe6, 0x04, 0xf2, 0x90, 0xca, 0x0d,
+ 0xe3, 0xa2, 0xb4, 0xa8, 0x59, 0xd1, 0x19, 0xc1, 0xe3, 0x9b, 0x0a, 0x69,
+ 0x38, 0x57, 0x03, 0x6b, 0x52, 0x0d, 0x50, 0xb6, 0x4b, 0xda, 0x4e, 0x6a,
+ 0x16, 0xa3, 0x19, 0x3b, 0xe8, 0x6a, 0x33, 0xe3, 0x22, 0x25, 0xa2, 0xa9,
+ 0xb0, 0xaf, 0x1c, 0x21, 0x34, 0x28, 0xcc, 0x69, 0x92, 0x4e, 0xfe, 0xe8,
+ 0x95, 0xd3, 0x4f, 0xd4, 0xf5, 0x62, 0xd1, 0x61, 0x3a, 0x25, 0xec, 0xb0,
+ 0x63, 0x9c, 0x21, 0x40, 0x97, 0xb7, 0xf2, 0xbb, 0xca, 0xa4, 0x65, 0xc1,
+ 0xe6, 0xc9, 0x87, 0xa4, 0xf5, 0xa0, 0xa3, 0xa6, 0xa4, 0x06, 0x38, 0xc6,
+ 0xd4, 0x09, 0xd3, 0xb8, 0xc5, 0x6e, 0x1e, 0xd1, 0xdd, 0x58, 0xd1, 0x9a,
+ 0xc7, 0x06, 0x47, 0x8e, 0xb2, 0x41, 0x49, 0xf9, 0x89, 0x2a, 0x58, 0x91,
+ 0xea, 0x4e, 0x8e, 0xae, 0x67, 0x62, 0xfe, 0x23, 0x1e, 0xa6, 0x05, 0xb5,
+ 0xeb, 0xb4, 0xea, 0xdb, 0x61, 0xda, 0xfc, 0x17, 0xfb, 0x3d, 0xbf, 0xcd,
+ 0xa5, 0x2c, 0x97, 0xb9, 0xf9, 0x35, 0x87, 0xf0, 0x2f, 0x50, 0x4a, 0x90,
+ 0x60, 0xfb, 0x50, 0xd8, 0x48, 0x1c, 0x9c, 0xeb, 0x66, 0x57, 0xc4, 0x28,
+ 0xb2, 0x1f, 0xa1, 0x62, 0xd0, 0x12, 0x28, 0x5e, 0x2b, 0x28, 0x6c, 0xd5,
+ 0x85, 0x99, 0x89, 0x46, 0x1f, 0x5e, 0x2b, 0x36, 0x08, 0x82, 0x96, 0x92,
+ 0x50, 0x33, 0x5e, 0x8b, 0x0b, 0x67, 0xd6, 0x62, 0x55, 0xec, 0x3c, 0x90,
+ 0x14, 0xe1, 0x23, 0x00, 0x4c, 0x8f, 0x89, 0x1f, 0x8f, 0x5d, 0x70, 0x4e,
+ 0xfb, 0xcb, 0x23, 0xef, 0xa4, 0xe2, 0xd0, 0xd8, 0xdf, 0x3b, 0x25, 0xee,
+ 0x87, 0xd5, 0xfb, 0x3f, 0x38, 0x82, 0x2d, 0xd2, 0x6a, 0x1f, 0xd1, 0x1f,
+ 0x13, 0x1b, 0x43, 0x6f, 0x3b, 0xbb, 0x07, 0x5e, 0xd7, 0x97, 0x1b, 0x09,
+ 0xcf, 0x63, 0xa2, 0x1a, 0xb5, 0xf4, 0x2a, 0x1a, 0x72, 0x19, 0xb2, 0x91,
+ 0xde, 0x8e, 0x20, 0x70, 0xfd, 0xd3, 0x39, 0x4a, 0xb1, 0xa4, 0xb5, 0x01,
+ 0x88, 0xe5, 0xe1, 0xe6, 0xc6, 0xe5, 0xd4, 0x62, 0xc2, 0x96, 0x69, 0xf6,
+ 0xb2, 0xce, 0x12, 0xea, 0x97, 0xae, 0x6d, 0xf0, 0xea, 0xac, 0x67, 0xe4,
+ 0x5c, 0xe9, 0x40, 0xb2, 0x6a, 0xca, 0x37, 0x05, 0x6a, 0x9b, 0x5c, 0xd5,
+ 0xec, 0x94, 0x3c, 0x31, 0x81, 0x5a, 0x51, 0xa9, 0xbc, 0xf1, 0x4e, 0x00,
+ 0xf8, 0x68, 0x63, 0x39, 0x5a, 0x12, 0x98, 0xbb, 0x2e, 0x1e, 0x92, 0xa7,
+ 0x52, 0x4a, 0xd3, 0x02, 0x3f, 0xf9, 0xc4, 0xd9, 0x06, 0xe3, 0x19, 0x81,
+ 0x1c, 0xbc, 0x9f, 0xc6, 0x56, 0xf8, 0x29, 0xdb, 0x86, 0xa8, 0x13, 0xe1,
+ 0xf6, 0xbe, 0x18, 0xa7, 0x2f, 0xfe, 0xb4, 0xba, 0xd6, 0xd2, 0x25, 0x43,
+ 0xf4, 0x1e, 0xba, 0x41, 0xa5, 0xee, 0xd4, 0xaf, 0x2d, 0x50, 0xe8, 0x24,
+ 0xd0, 0xf8, 0xaf, 0x6c, 0xfc, 0x5d, 0x66, 0x14, 0x15, 0xbf, 0xf2, 0xc0,
+ 0x12, 0x04, 0x9f, 0x68, 0x98, 0x9a, 0xe7, 0xc9, 0x51, 0xdc, 0x6e, 0x69,
+ 0xf7, 0x1f, 0xfa, 0x2a, 0x1b, 0x89, 0xde, 0x49, 0xb7, 0x21, 0x5d, 0x68,
+ 0x5a, 0x23, 0xf8, 0x9a, 0x55, 0xfd, 0x43, 0x08, 0x9b, 0x4f, 0x8e, 0x3d,
+ 0x38, 0x62, 0x45, 0xe6, 0xb7, 0x86, 0x64, 0x2e, 0x3a, 0x8a, 0x87, 0x01,
+ 0x28, 0x24, 0x6c, 0x6e, 0x82, 0x15, 0xe4, 0xe7, 0xeb, 0x45, 0x21, 0x5d,
+ 0x5e, 0x93, 0x0e, 0xba, 0x2c, 0x64, 0x60, 0x17, 0xf4, 0x68, 0xb5, 0x6d,
+ 0x63, 0x43, 0x25, 0xa5, 0xe9, 0xd8, 0xf9, 0x6f, 0x66, 0x93, 0x8d, 0x42,
+ 0xe2, 0x02, 0x66, 0x03, 0x55, 0xdf, 0xc9, 0xef, 0x06, 0xc9, 0x4d, 0x89,
+ 0x69, 0x78, 0x27, 0xa1, 0x2d, 0x7a, 0x11, 0xfa, 0xea, 0x7c, 0x12, 0xa0,
+ 0x26, 0xa1, 0x00, 0x55, 0x9f, 0x43, 0x0a, 0x87, 0x6a, 0x3e, 0x0d, 0xaa,
+ 0x1f, 0x9b, 0x04, 0xc2, 0x1f, 0xbc, 0x43, 0xe2, 0xc1, 0x7b, 0x3f, 0x0c,
+ 0xe8, 0xfc, 0x9b, 0x91, 0xac, 0x6b, 0xc9, 0xf2, 0xd5, 0x61, 0xc5, 0x74,
+ 0x5c, 0xf4, 0xbe, 0xe6, 0x3e, 0x18, 0xeb, 0xf8, 0xd7, 0x98, 0xc8, 0x2a,
+ 0x1e, 0x33, 0x84, 0x5a, 0x23, 0x6f, 0x2e, 0x9d, 0xdc, 0x30, 0xb4, 0x21,
+ 0x9d, 0x53, 0x69, 0x59, 0x57, 0x30, 0x4b, 0x24, 0x22, 0x36, 0x04, 0x4b,
+ 0x1f, 0x59, 0x6e, 0x19, 0x38, 0xf6, 0xfc, 0xcf, 0x1b, 0x84, 0x35, 0xde,
+ 0x2d, 0x9c, 0x89, 0x39, 0x13, 0x1c, 0x3e, 0x98, 0x6f, 0xfb, 0xff, 0x0d,
+ 0x0f, 0x36, 0x49, 0x41, 0xd6, 0x6e, 0x29, 0x8b, 0x29, 0x8f, 0xc5, 0xc1,
+ 0x58, 0x16, 0xf3, 0xa5, 0x74, 0xaf, 0x30, 0xc0, 0xae, 0x32, 0x49, 0xa8,
+ 0xeb, 0xb9, 0x7c, 0x9f, 0xe9, 0xc6, 0x09, 0x43, 0xaa, 0xd2, 0x76, 0xcc,
+ 0x0c, 0x31, 0xb6, 0x3c, 0x90, 0x02, 0x2a, 0xdb, 0x87, 0x9a, 0xfa, 0x22,
+ 0xe5, 0x1d, 0xb4, 0x5c, 0xa1, 0xb5, 0x70, 0x16, 0x0e, 0x32, 0x81, 0x6d,
+ 0x83, 0xdc, 0x36, 0x25, 0x2a, 0x23, 0x7d, 0x28, 0x1b, 0xb9, 0xa2, 0x3d,
+ 0xf7, 0x4d, 0x5a, 0x4d, 0xa1, 0xb0, 0x24, 0xc1, 0xd4, 0x45, 0xc9, 0xa2,
+ 0xf6, 0x85, 0xd8, 0xb1, 0x1f, 0x6c, 0x93, 0x91, 0x11, 0x0d, 0xb3, 0xbb,
+ 0x83, 0x66, 0x0e, 0x41, 0x91, 0xbb, 0xd6, 0xdf, 0xda, 0x0a, 0x92, 0xaa,
+ 0xc8, 0x7c, 0x53, 0x64, 0x94, 0x11, 0x2c, 0x7a, 0xca, 0xfc, 0x98, 0xfc,
+ 0xb3, 0x40, 0xe8, 0xbc, 0xb6, 0x9e, 0x09, 0x5e, 0x44, 0xb2, 0x2f, 0x2d,
+ 0x7a, 0x00, 0x8a, 0x9c, 0x4e, 0x36, 0x0b, 0x51, 0xfb, 0x75, 0xf8, 0x8a,
+ 0x71, 0xcb, 0x3c, 0x0c, 0xec, 0xe8, 0x98, 0x60, 0xa1, 0xeb, 0xd4, 0x11,
+ 0xc9, 0x6d, 0xe9, 0x58, 0x90, 0x15, 0xa6, 0x59, 0xf4, 0xcd, 0xf4, 0xc5,
+ 0xa2, 0x50, 0x3d, 0x68, 0xff, 0x1d, 0x0c, 0xc3, 0xdd, 0x44, 0x55, 0xc1,
+ 0x2e, 0x36, 0xe0, 0xa4, 0xb8, 0x3f, 0xec, 0x8d, 0x02, 0xa5, 0xdc, 0xd6,
+ 0x8b, 0x4b, 0x3f, 0x06, 0x88, 0x37, 0x5b, 0xf2, 0xe6, 0x60, 0x0d, 0x4e,
+ 0xa3, 0xd9, 0x78, 0xb0, 0xec, 0xac, 0x81, 0xdf, 0x70, 0xd6, 0x61, 0xa1,
+ 0xf2, 0x79, 0xa0, 0xd7, 0xed, 0x28, 0x1c, 0x8b, 0x83, 0xb5, 0x68, 0xd8,
+ 0x3f, 0xe1, 0xd1, 0x9b, 0xac, 0x93, 0x1d, 0x97, 0xa7, 0x8d, 0xc1, 0x36,
+ 0xe8, 0x7d, 0xcb, 0x84, 0x71, 0x1d, 0x1c, 0x02, 0xef, 0x93, 0x8d, 0x37,
+ 0xde, 0x48, 0x97, 0x5f, 0xc5, 0xa3, 0xa1, 0xbf, 0x4a, 0x67, 0x1f, 0x03,
+ 0x5c, 0xe5, 0x7a, 0xdc, 0xf6, 0x36, 0x1e, 0x8d, 0x02, 0x96, 0xb2, 0x9c,
+ 0xf1, 0x2a, 0x71, 0xaf, 0xf7, 0xb0, 0xd2, 0xac, 0x75, 0xbc, 0xe1, 0x9a,
+ 0x7c, 0x24, 0x99, 0x52, 0xae, 0xb8, 0x37, 0xec, 0xb8, 0x3a, 0x3a, 0xaa,
+ 0x07, 0x84, 0xdf, 0x98, 0x4a, 0x34, 0xa6, 0x5f, 0x8a, 0x85, 0xb5, 0xbe,
+ 0x88, 0x15, 0x48, 0xe3, 0x6e, 0xcb, 0x63, 0x4c, 0xa4, 0x07, 0x4f, 0xcc,
+ 0x36, 0x1b, 0x86, 0x96, 0xfd, 0x54, 0x38, 0x48, 0xd4, 0xfe, 0xcd, 0x79,
+ 0x5b, 0x25, 0x18, 0x30, 0xdb, 0xca, 0x78, 0xea, 0xaa, 0x21, 0x40, 0xc1,
+ 0xce, 0xf0, 0xf0, 0x9a, 0x85, 0xc2, 0xcd, 0x42, 0xdc, 0x2f, 0x85, 0xcf,
+ 0xb5, 0x5a, 0x7b, 0x0e, 0x1b, 0x87, 0x5b, 0x3a, 0xed, 0x60, 0x65, 0xad,
+ 0x43, 0x5a, 0xd9, 0xec, 0xf2, 0xc5, 0x26, 0x12, 0x02, 0xd4, 0xb6, 0x97,
+ 0xd4, 0xfd, 0x39, 0x84, 0xb7, 0x3d, 0x56, 0xc0, 0x61, 0x32, 0x61, 0x03,
+ 0xd1, 0x98, 0xb3, 0x2c, 0xc8, 0xe6, 0xed, 0xbd, 0xd7, 0xb3, 0x2b, 0xc3,
+ 0xed, 0x95, 0x0e, 0xd2, 0x9f, 0xf0, 0x60, 0x3a, 0x8d, 0xb1, 0xec, 0x65,
+ 0xbd, 0x97, 0xe1, 0x3f, 0x1b, 0x21, 0x6a, 0x6d, 0xbf, 0x0a, 0xea, 0x86,
+ 0xdb, 0x4a, 0x86, 0xb4, 0x5e, 0x15, 0xd1, 0xb3, 0xf0, 0x29, 0xeb, 0xb2,
+ 0x2c, 0xc3, 0xf1, 0x24, 0x43, 0xa3, 0x59, 0x93, 0x8a, 0x57, 0x02, 0xec,
+ 0xa6, 0xa1, 0x31, 0x57, 0xd2, 0x15, 0xbd, 0x3d, 0x90, 0x0c, 0xaa, 0x9e,
+ 0x07, 0x62, 0x48, 0x1f, 0x3d, 0x4d, 0xc1, 0xe4, 0x9a, 0x99, 0x93, 0x86,
+ 0x04, 0x1d, 0x49, 0x69, 0x31, 0x0e, 0xe3, 0x54, 0xbd, 0x50, 0xc7, 0x37,
+ 0x70, 0x33, 0xb8, 0x07, 0x21, 0xea, 0x40, 0xe9, 0xaf, 0xe2, 0x6b, 0x3d,
+ 0xba, 0x45, 0x9f, 0x9d, 0xa9, 0x68, 0x03, 0x02, 0x97, 0xdf, 0x37, 0x93,
+ 0x3f, 0x27, 0xf9, 0x97, 0xef, 0x19, 0xe5, 0x50, 0x4f, 0x35, 0x9f, 0xb6,
+ 0x3c, 0x58, 0xb7, 0xeb, 0x46, 0xac, 0x13, 0x6e, 0x0a, 0x9a, 0x75, 0x33,
+ 0xe1, 0x20, 0x2a, 0xc4, 0x97, 0xf3, 0xa8, 0x4f, 0x5d, 0xca, 0xbd, 0x68,
+ 0xc0, 0x46, 0x0b, 0x1a, 0x25, 0x3f, 0x60, 0x0d, 0x26, 0x27, 0x45, 0x5b,
+ 0x1d, 0x11, 0xc7, 0x9b, 0x77, 0x15, 0x88, 0x94, 0x74, 0x03, 0xca, 0x21,
+ 0x4d, 0x72, 0x57, 0x9a, 0x0f, 0xc4, 0xf2, 0x17, 0x1d, 0x41, 0x55, 0xf6,
+ 0xdf, 0x7e, 0x5f, 0xa6, 0xc7, 0xf0, 0xfc, 0x68, 0x8f, 0xd5, 0x0f, 0xf2,
+ 0xf2, 0x5d, 0xca, 0x78, 0x8a, 0xc6, 0xd9, 0x19, 0x47, 0x17, 0x0f, 0x31,
+ 0xa1, 0xc2, 0xd3, 0xac, 0xad, 0xe2, 0x0c, 0xd2, 0x2e, 0x1a, 0x8f, 0x8a,
+ 0xc8, 0x72, 0x84, 0xb4, 0x39, 0xf9, 0x3c, 0x9c, 0x12, 0x51, 0x34, 0x81,
+ 0x26, 0xb9, 0x69, 0x3a, 0xa1, 0x4c, 0x2e, 0x5e, 0x5f, 0xf3, 0x27, 0xae,
+ 0xd3, 0xe2, 0xf4, 0x37, 0x3b, 0xe7, 0xe1, 0x3f, 0xef, 0x1e, 0xfa, 0xd9,
+ 0x44, 0x48, 0x70, 0xcc, 0xc7, 0x0b, 0xa5, 0xa1, 0x9a, 0x4f, 0x96, 0x3c,
+ 0x6f, 0xff, 0x4c, 0x3d, 0xa6, 0xf1, 0x0f, 0x2f, 0xf8, 0xe1, 0x75, 0xb2,
+ 0x3f, 0xf7, 0xf1, 0xe9, 0x0f, 0x6f, 0xec, 0x15, 0xfa, 0xad, 0x78, 0x5d,
+ 0x24, 0x62, 0x33, 0x54, 0x34, 0x5d, 0x2d, 0xb1, 0x72, 0x45, 0xe4, 0xa1,
+ 0xeb, 0xa4, 0x86, 0x56, 0x2b, 0xc8, 0x4a, 0xf2, 0x59, 0x10, 0x4e, 0x51,
+ 0x51, 0x8c, 0xa0, 0xb6, 0xea, 0x47, 0xcf, 0x4f, 0x50, 0xdb, 0xe0, 0x19,
+ 0x66, 0xe5, 0x4c, 0x78, 0xca, 0xc3, 0xda, 0x65, 0x5d, 0xed, 0xde, 0xff,
+ 0x75, 0x98, 0xcc, 0xa2, 0xfd, 0x44, 0x79, 0x8c, 0x6a, 0xf7, 0xcb, 0x9e,
+ 0xe0, 0x84, 0xf6, 0x8b, 0x9c, 0x93, 0x42, 0xfb, 0x45, 0x4e, 0xf5, 0xae,
+ 0xf8, 0x18, 0x50, 0x4b, 0x54, 0x3a, 0x4e, 0x20, 0x2c, 0xe4, 0xf4, 0x72,
+ 0x19, 0xbc, 0x27, 0x4f, 0xf5, 0x29, 0xec, 0x37, 0x2c, 0xa8, 0x96, 0xc9,
+ 0x71, 0x0a, 0x38, 0xe1, 0x7e, 0xc6, 0xb5, 0x23, 0xbd, 0xeb, 0x99, 0xae,
+ 0x7c, 0xfe, 0xd7, 0xee, 0x2b, 0x95, 0xd6, 0xc2, 0x55, 0xa7, 0x2b, 0x3c,
+ 0x46, 0x3e, 0x2b, 0xec, 0xd0, 0x67, 0x88, 0xc5, 0x23, 0x15, 0x78, 0x6e,
+ 0x99, 0x5b, 0xd3, 0x79, 0x03, 0x64, 0x5c, 0x8f, 0xd4, 0x1d, 0xd7, 0x10,
+ 0x9c, 0xf4, 0xd3, 0x09, 0x66, 0x3a, 0xcc, 0x2d, 0xbe, 0x31, 0x10, 0x93,
+ 0x8d, 0x3f, 0x61, 0x48, 0x97, 0x39, 0x54, 0x22, 0x5b, 0xb1, 0x26, 0x5d,
+ 0x6f, 0x8b, 0xc4, 0x38, 0x40, 0xdc, 0xbe, 0x8a, 0x82, 0xa1, 0xa2, 0x2d,
+ 0xe8, 0xe8, 0x77, 0x99, 0x71, 0xf2, 0xe4, 0x49, 0xa4, 0x8a, 0x93, 0xda,
+ 0xda, 0x28, 0xdb, 0x05, 0xa2, 0x26, 0x2c, 0x04, 0x79, 0x9a, 0x3c, 0xe8,
+ 0x79, 0x4e, 0x1f, 0xee, 0x1b, 0xc0, 0x26, 0x3c, 0x9b, 0x4b, 0xd3, 0x33,
+ 0xf7, 0xe9, 0x37, 0xb5, 0x7c, 0x4b, 0x32, 0xa3, 0x15, 0x5d, 0x1d, 0x59,
+ 0xf1, 0x09, 0xb4, 0x14, 0xa1, 0xfe, 0x46, 0x36, 0x46, 0xff, 0x5f, 0x6a,
+ 0x31, 0x92, 0x73, 0x6d, 0x3a, 0x2a, 0xa4, 0x32, 0x93, 0x87, 0xe2, 0xcf,
+ 0x92, 0x8b, 0x95, 0x60, 0x16, 0x88, 0x2b, 0x90, 0xae, 0x40, 0x0d, 0x9b,
+ 0x2f, 0xf8, 0x9f, 0x4e, 0x63, 0x32, 0x64, 0xf0, 0x19, 0x71, 0x74, 0xfc,
+ 0xb9, 0x0c, 0x79, 0x56, 0xae, 0xa5, 0xb1, 0x49, 0x38, 0x17, 0x8a, 0xda,
+ 0x87, 0x84, 0xfb, 0x1f, 0x8f, 0xa2, 0xa9, 0xa2, 0xff, 0xc7, 0x76, 0xc9,
+ 0x72, 0xeb, 0xfa, 0x3f, 0x5c, 0x8b, 0xab, 0x6d, 0x98, 0x16, 0x60, 0x8b,
+ 0xe6, 0x51, 0x98, 0xac, 0xba, 0x15, 0x8b, 0x91, 0x40, 0x60, 0xc9, 0x3f,
+ 0xd9, 0x00, 0x8d, 0x2a, 0x32, 0x1b, 0x38, 0x65, 0x06, 0x5a, 0x51, 0x72,
+ 0x29, 0xd2, 0xd2, 0x3e, 0x00, 0xa0, 0x83, 0xb7, 0xf5, 0x83, 0x10, 0x01,
+ 0x45, 0x79, 0x1c, 0x47, 0xbc, 0x46, 0x21, 0xa8, 0xb6, 0xe8, 0x1b, 0xf8,
+ 0x1a, 0xda, 0x3e, 0x1b, 0x7c, 0xb6, 0xb7, 0xb1, 0xb5, 0xaf, 0xc8, 0x14,
+ 0x3e, 0x57, 0xf1, 0x40, 0x57, 0x7b, 0x46, 0xd5, 0x38, 0x42, 0xdc, 0x63,
+ 0xfa, 0xf7, 0x44, 0xa8, 0xfd, 0xf4, 0xe3, 0x9e, 0xcf, 0x91, 0xb2, 0x22,
+ 0xb4, 0xaf, 0x2f, 0x60, 0x9c, 0xd6, 0x53, 0xb8, 0x4e, 0xe0, 0x44, 0x08,
+ 0x55, 0xce, 0xfc, 0x03, 0x15, 0xe9, 0xdf, 0xcb, 0x5e, 0x36, 0x9e, 0x48,
+ 0x34, 0x06, 0x73, 0x6e, 0xa4, 0xa2, 0xb3, 0xd4, 0xeb, 0xfe, 0x76, 0x66,
+ 0x2e, 0xad, 0xfd, 0x59, 0xf0, 0xd1, 0x32, 0xa4, 0x6f, 0xd4, 0x63, 0x4a,
+ 0x11, 0xe2, 0xc2, 0x4e, 0x8c, 0xbc, 0xf4, 0xcd, 0xb0, 0xaa, 0x58, 0xb8,
+ 0x05, 0xc2, 0xf7, 0x81, 0x00, 0x38, 0xfb, 0xfe, 0x49, 0x24, 0x37, 0x17,
+ 0x86, 0xca, 0x55, 0x8f, 0x4f, 0x36, 0xf6, 0xff, 0x6d, 0x4b, 0xfd, 0xca,
+ 0x2d, 0xfd, 0x1b, 0xee, 0x36, 0xa2, 0x89, 0xda, 0x88, 0x1f, 0xff, 0x2e,
+ 0xdb, 0x23, 0x02, 0x67, 0x1d, 0xc4, 0xac, 0x13, 0x11, 0x31, 0x69, 0x54,
+ 0x3a, 0x94, 0x9b, 0x8c, 0x72, 0x45, 0x34, 0x18, 0x00, 0x3e, 0x04, 0xa7,
+ 0xd8, 0x8b, 0x9f, 0xfe, 0x3f, 0xeb, 0xc2, 0x01, 0x84, 0x53, 0x7e, 0x0d,
+ 0x24, 0xa0, 0xde, 0x21, 0x76, 0xf2, 0xb3, 0xeb, 0xe1, 0x9d, 0x13, 0x39,
+ 0x95, 0xbd, 0xa7, 0x88, 0x65, 0x82, 0xb5, 0xe3, 0x76, 0xea, 0x44, 0x97,
+ 0x40, 0x2d, 0x93, 0x12, 0x8e, 0xc7, 0x1e, 0x12, 0x3a, 0x78, 0xce, 0x85,
+ 0x18, 0xed, 0xbb, 0xbf, 0xd2, 0x43, 0xa3, 0x1a, 0x2a, 0xb4, 0x7f, 0x00,
+ 0x2e, 0xa4, 0x48, 0x44, 0x1b, 0x05, 0x8b, 0xc8, 0xd8, 0xdc, 0xf7, 0x94,
+ 0xd9, 0xc9, 0x4d, 0xc1, 0x35, 0x64, 0x8f, 0x8c, 0xfe, 0xb9, 0x11, 0xfd,
+ 0xde, 0x65, 0xb1, 0xd0, 0x07, 0xb6, 0x42, 0x49, 0x2e, 0xa0, 0x90, 0xaa,
+ 0x78, 0x37, 0x42, 0xba, 0x20, 0x4d, 0x52, 0x1c, 0xcd, 0x1f, 0xfe, 0xe9,
+ 0x0e, 0x27, 0x06, 0x08, 0xda, 0x37, 0xd7, 0x1c, 0xf6, 0x44, 0xff, 0x3b,
+ 0x2d, 0x1f, 0x02, 0x65, 0xa1, 0x15, 0xef, 0xe7, 0x03, 0x52, 0xf5, 0x26,
+ 0x0c, 0xe5, 0xe9, 0x08, 0x03, 0xfd, 0x06, 0x1b, 0x0f, 0x06, 0x07, 0x2b,
+ 0x01, 0x0c, 0xbb, 0xeb, 0xfc, 0x00, 0x3e, 0x18, 0xb5, 0x1d, 0x1d, 0x03,
+ 0x0a, 0xe5, 0xbf, 0x42, 0xe6, 0x0a, 0xf9, 0xf8, 0xaa, 0x3e, 0xd1, 0xe8,
+ 0xdc, 0x15, 0x06, 0xee, 0xfb, 0x00, 0x2a, 0x2a, 0xbe, 0x4a, 0xd2, 0x09,
+ 0x3f, 0x04, 0xce, 0x44, 0x19, 0x00, 0x01, 0x2d, 0xa3, 0x56, 0xda, 0x2f,
+ 0xe4, 0x18, 0xf1, 0x52, 0x05, 0xe4, 0xf8, 0x36, 0xcd, 0x1d, 0xb2, 0xf9,
+ 0x2e, 0xee, 0xbb, 0x32, 0xbb, 0xdf, 0xe1, 0x30, 0x0b, 0x3d, 0xb4, 0x2b,
+ 0x2e, 0x17, 0x02, 0x23, 0xf6, 0x0e, 0xdc, 0xea, 0xc2, 0x54, 0xe6, 0x3e,
+ 0xde, 0xfa, 0xd6, 0x48, 0xe1, 0x31, 0xd9, 0xf6, 0xb2, 0x17, 0xfc, 0xfc,
+ 0x33, 0x02, 0xef, 0x5d, 0xe4, 0xdc, 0xfc, 0xdd, 0xf1, 0x06, 0xe1, 0x0b,
+ 0x31, 0x2a, 0xd5, 0x3f, 0xba, 0xdb, 0x04, 0x06, 0xb4, 0x5d, 0xf7, 0xec,
+ 0xf1, 0x2d, 0xde, 0xff, 0xce, 0xea, 0xee, 0x05, 0xb2, 0x2a, 0xba, 0x09,
+ 0xf5, 0xd9, 0xe0, 0x4b, 0x07, 0xe9, 0x19, 0xe2, 0xf7, 0x13, 0xc3, 0x0a,
+ 0x31, 0xd9, 0xa4, 0x5e, 0x02, 0xe6, 0x19, 0x38, 0xc9, 0x07, 0xb9, 0x25,
+ 0x1e, 0x33, 0xe5, 0x59, 0xba, 0x0c, 0x1c, 0xd9, 0xf9, 0x24, 0xc0, 0x13,
+ 0x17, 0x2a, 0xbb, 0x11, 0xe3, 0x19, 0x03, 0xdb, 0xf8, 0x5c, 0xbc, 0xde,
+ 0x30, 0x0a, 0xd9, 0x4f, 0xb7, 0x00, 0x22, 0xdb, 0xef, 0x23, 0xd9, 0x3a,
+ 0xe2, 0x1b, 0xf4, 0x38, 0xef, 0x1f, 0xd4, 0x25, 0xb0, 0x68, 0xe8, 0x15,
+ 0xcf, 0x3a, 0xc5, 0x13, 0xb2, 0x1f, 0xd4, 0xf2, 0xe4, 0x3e, 0xf5, 0xda,
+ 0x01, 0x15, 0xd4, 0x52, 0xb8, 0x1d, 0x33, 0xe7, 0xd8, 0x70, 0xb3, 0xe2,
+ 0xf5, 0xdc, 0xc1, 0x79, 0xba, 0x07, 0x05, 0x30, 0xd9, 0x7f, 0xdf, 0x10,
+ 0x18, 0x07, 0xc6, 0x65, 0xe8, 0xf1, 0x32, 0xe8, 0xda, 0x50, 0x07, 0xf5,
+ 0xd5, 0x1a, 0xc9, 0x22, 0xb8, 0x08, 0x10, 0x17, 0xaa, 0x7b, 0x99, 0xf4,
+ 0x0b, 0xe2, 0xcc, 0x16, 0x9e, 0xe9, 0x26, 0x3f, 0xea, 0x40, 0xf6, 0x0d,
+ 0x0c, 0xf2, 0xd1, 0x23, 0xa8, 0xda, 0xdf, 0x07, 0xac, 0x37, 0xb6, 0xfa,
+ 0xf4, 0x2b, 0xf5, 0x75, 0xee, 0xf4, 0x3e, 0x04, 0x97, 0x2c, 0xf8, 0x1c,
+ 0x2c, 0x03, 0xf8, 0x20, 0xa4, 0xeb, 0x30, 0x0d, 0xa2, 0x74, 0xd7, 0xe7,
+ 0xef, 0xff, 0xd0, 0x5c, 0x9d, 0x2e, 0x27, 0x00, 0xd5, 0x6e, 0xbf, 0xd3,
+ 0x16, 0x1b, 0xd6, 0x5c, 0xfa, 0xf9, 0x33, 0xec, 0xa6, 0x4d, 0xe2, 0xea,
+ 0xff, 0xff, 0xdd, 0x73, 0xf5, 0x1d, 0xfb, 0xe3, 0xe4, 0x22, 0x94, 0x28,
+ 0x1b, 0xf9, 0xee, 0x5c, 0xd4, 0x2b, 0x1d, 0x15, 0xcf, 0x4c, 0xaf, 0xdd,
+ 0xd9, 0xe8, 0xf5, 0x27, 0xf1, 0x0f, 0xe3, 0x36, 0xa1, 0x1e, 0xb6, 0x34,
+ 0x1a, 0x14, 0xaf, 0x59, 0xb6, 0x17, 0xdd, 0x25, 0xba, 0x3e, 0x9c, 0xe0,
+ 0xfa, 0xcc, 0xa1, 0x56, 0xfc, 0x33, 0xee, 0x0e, 0xb7, 0x27, 0xf5, 0x04,
+ 0xef, 0x32, 0xfe, 0x66, 0xcd, 0x3a, 0xd9, 0xfa, 0xc1, 0x0d, 0xf0, 0x3b,
+ 0xf0, 0xe4, 0xa5, 0x20, 0xe2, 0xdc, 0xf8, 0x1d, 0xb9, 0x38, 0xee, 0xf7,
+ 0xdc, 0xe7, 0xc2, 0x2e, 0xe6, 0x3d, 0xef, 0xcb, 0xa5, 0x11, 0xe8, 0x2a,
+ 0x3a, 0xde, 0xcf, 0x0b, 0xc1, 0xed, 0x29, 0xcc, 0xf0, 0x37, 0xeb, 0xe4,
+ 0x3b, 0x1d, 0xc1, 0x51, 0xa6, 0x3c, 0xe5, 0xf8, 0xde, 0x48, 0x0b, 0x2c,
+ 0x2c, 0x35, 0x07, 0x6a, 0xea, 0xd8, 0xda, 0xf9, 0xf0, 0x2d, 0xdf, 0x15,
+ 0xd8, 0xe2, 0xcd, 0x6c, 0xe1, 0x3c, 0x25, 0x19, 0xc2, 0x3d, 0x06, 0xef,
+ 0xda, 0x21, 0xe7, 0x2f, 0xfc, 0x27, 0x32, 0xe2, 0xba, 0x69, 0x0c, 0xf0,
+ 0x01, 0x38, 0xc8, 0x05, 0xb6, 0x17, 0x20, 0x08, 0xfb, 0x23, 0xc4, 0x35,
+ 0xf3, 0xfc, 0xdf, 0x01, 0xe7, 0x3d, 0x10, 0x13, 0xd8, 0x49, 0x14, 0xdf,
+ 0xff, 0x0c, 0xcf, 0xfd, 0xbd, 0x0f, 0x02, 0xf9, 0xc3, 0x21, 0xea, 0xe7,
+ 0xf4, 0x3b, 0x20, 0x34, 0xf5, 0xd0, 0xd7, 0x05, 0xef, 0x5a, 0xdb, 0x2f,
+ 0xfe, 0xe8, 0xb4, 0x21, 0xc8, 0xe5, 0x3b, 0x1b, 0xe1, 0x3f, 0x09, 0x29,
+ 0x10, 0xfa, 0xcc, 0x13, 0xac, 0x35, 0x1a, 0xd6, 0xb2, 0x68, 0xfe, 0xf6,
+ 0xd7, 0xe3, 0x1b, 0x17, 0x12, 0x3c, 0x2d, 0x30, 0xf0, 0x3a, 0xb8, 0x39,
+ 0x0d, 0xe6, 0x14, 0x59, 0x17, 0xf9, 0x19, 0x08, 0xe7, 0x68, 0xda, 0x2d,
+ 0xdf, 0x18, 0xcf, 0x20, 0xb3, 0x1c, 0x3b, 0x28, 0xad, 0x42, 0x14, 0x04,
+ 0x1a, 0xe3, 0xd5, 0x20, 0xb4, 0x10, 0x34, 0x34, 0xc3, 0x23, 0xbe, 0x10,
+ 0xfe, 0x1e, 0xaa, 0x68, 0x04, 0xea, 0x10, 0x30, 0xfd, 0x56, 0x0d, 0x35,
+ 0x17, 0x1d, 0x08, 0x75, 0xee, 0x38, 0xda, 0x31, 0xf3, 0x1e, 0xe2, 0x11,
+ 0x45, 0x34, 0xa0, 0x51, 0xb6, 0x25, 0x0b, 0xd5, 0xe8, 0x42, 0xdb, 0xd9,
+ 0xf1, 0x1c, 0xfa, 0x2a, 0xd5, 0x13, 0xe8, 0xd0, 0xde, 0x55, 0xba, 0x00,
+ 0xfd, 0xd4, 0xfc, 0x5f, 0xe1, 0x23, 0x34, 0x33, 0xea, 0x19, 0xa3, 0x00,
+ 0xfb, 0x02, 0x5b, 0xd6, 0x52, 0x5c, 0xb3, 0xfc, 0xfd, 0xf9, 0x07, 0x97,
+ 0xaa, 0x97, 0x6c, 0xf2, 0x65, 0x90, 0x59, 0xb1, 0x56, 0x16, 0x8e, 0x06,
+ 0xc5, 0x93, 0x86, 0xe9, 0x42, 0xc7, 0xb4, 0x19, 0xf4, 0x0b, 0xdc, 0x3c,
+ 0xb3, 0xd1, 0x45, 0x97, 0xcf, 0x27, 0xe7, 0xf8, 0xaf, 0x3b, 0x0c, 0x09,
+ 0xfe, 0x91, 0x28, 0xbf, 0x11, 0xa9, 0xf2, 0x3e, 0xf0, 0x3b, 0xe6, 0x86,
+ 0xef, 0x24, 0x02, 0xb6, 0x5f, 0xd9, 0x47, 0x81, 0x72, 0x63, 0x01, 0xe6,
+ 0xb3, 0x38, 0x13, 0x35, 0x99, 0x27, 0xfe, 0x16, 0x56, 0xed, 0x16, 0x32,
+ 0xb5, 0x8c, 0x01, 0x60, 0x49, 0x23, 0x64, 0x3b, 0xdc, 0x2f, 0x4c, 0x8f,
+ 0x52, 0xc6, 0xa3, 0xb3, 0xee, 0xc2, 0x4e, 0x59, 0xd5, 0xfb, 0xf0, 0x34,
+ 0x43, 0x8e, 0x72, 0x3c, 0xa8, 0x47, 0x3d, 0x5d, 0xae, 0xa8, 0xeb, 0x5c,
+ 0xb0, 0x21, 0xba, 0xad, 0x5c, 0xe1, 0x2a, 0x24, 0x85, 0x5b, 0xbd, 0x26,
+ 0xd6, 0xcc, 0x1b, 0x6f, 0x11, 0x09, 0xc1, 0xfd, 0xce, 0x32, 0x1c, 0x15,
+ 0x36, 0xec, 0x4f, 0xca, 0xa1, 0xa2, 0x9e, 0xf2, 0xe1, 0x98, 0x11, 0x6b,
+ 0x82, 0xe8, 0x39, 0x2d, 0xa5, 0x4f, 0x9b, 0xb0, 0x14, 0x65, 0xd5, 0xac,
+ 0x8f, 0xc0, 0xa2, 0xd6, 0x01, 0x83, 0xfc, 0x2d, 0xee, 0x4d, 0xe9, 0x13,
+ 0x95, 0x16, 0xcf, 0xbc, 0x4f, 0xb6, 0x1a, 0x93, 0x17, 0x97, 0x5f, 0x0d,
+ 0x82, 0xd6, 0x46, 0x00, 0xcd, 0xd1, 0x2d, 0xc6, 0x59, 0x0c, 0x8d, 0x8d,
+ 0xeb, 0xc4, 0xdc, 0x41, 0x2d, 0x5a, 0x44, 0x3e, 0x27, 0x1b, 0x22, 0xc5,
+ 0xd7, 0x07, 0x58, 0x63, 0x8e, 0x32, 0xe9, 0x06, 0x3a, 0xed, 0x17, 0xea,
+ 0x93, 0x20, 0x91, 0xda, 0xa2, 0xb5, 0x25, 0x17, 0x0b, 0xce, 0x57, 0x4d,
+ 0xdb, 0x5d, 0xc5, 0x66, 0x3c, 0x8d, 0x61, 0x25, 0x3c, 0xa5, 0xd1, 0x01,
+ 0x2c, 0xed, 0x52, 0xed, 0x8a, 0x68, 0x39, 0xdf, 0x2f, 0xb7, 0x22, 0xa0,
+ 0x99, 0x6d, 0x35, 0xa8, 0x1e, 0x48, 0x56, 0xdc, 0x50, 0x8b, 0xbd, 0x48,
+ 0x13, 0xe9, 0x98, 0x96, 0x28, 0xe6, 0x5d, 0xc0, 0x3a, 0x6b, 0x3d, 0x83,
+ 0x20, 0xce, 0x02, 0xbf, 0xb7, 0x1e, 0xa5, 0xe1, 0x3c, 0xb3, 0x64, 0x23,
+ 0x2d, 0xdf, 0x9b, 0xad, 0xf4, 0x64, 0x53, 0xbc, 0x5b, 0xf1, 0x96, 0xde,
+ 0xc8, 0x44, 0x62, 0x2e, 0x39, 0xd5, 0xab, 0xaa, 0xe5, 0x67, 0x6b, 0x83,
+ 0x3b, 0x4f, 0x2e, 0xdc, 0x99, 0xb1, 0xcf, 0xd8, 0x2f, 0xba, 0x97, 0x65,
+ 0x1b, 0x36, 0x8b, 0xad, 0x62, 0xb5, 0xba, 0x37, 0x50, 0xaf, 0x5b, 0x86,
+ 0x63, 0xf8, 0xbf, 0x8d, 0x41, 0x35, 0x34, 0xe1, 0x92, 0x31, 0x6a, 0x5d,
+ 0x0f, 0xef, 0x00, 0xbf, 0x5f, 0x27, 0xa9, 0x93, 0x55, 0xcf, 0xc3, 0x84,
+ 0x90, 0x9e, 0x22, 0xb4, 0x2e, 0xa8, 0xa0, 0x32, 0xc8, 0xac, 0x5c, 0xe1,
+ 0xbd, 0xfc, 0x25, 0x20, 0x2f, 0xa9, 0x25, 0xe4, 0xa4, 0x5f, 0x5d, 0x0e,
+ 0x59, 0xad, 0x66, 0x52, 0xda, 0x51, 0x19, 0x55, 0x9f, 0x88, 0x51, 0x6e,
+ 0x53, 0x69, 0x08, 0x56, 0xcd, 0xd1, 0x67, 0xc2, 0xdb, 0x87, 0x6d, 0xea,
+ 0xed, 0x56, 0xad, 0x9c, 0x2b, 0x5f, 0xfa, 0xdc, 0x0c, 0x17, 0xa7, 0xf9,
+ 0x2d, 0xae, 0xf8, 0x61, 0x67, 0xa6, 0x22, 0xce, 0xcb, 0x5a, 0xd8, 0xed,
+ 0xe8, 0xd4, 0x54, 0x55, 0xeb, 0xfa, 0x88, 0xd1, 0x38, 0x9a, 0x21, 0x4c,
+ 0x24, 0xf1, 0x01, 0xde, 0xea, 0x52, 0x50, 0x07, 0x70, 0x86, 0x50, 0x33,
+ 0xfb, 0xef, 0xc3, 0x5a, 0x51, 0x9c, 0x47, 0x3d, 0x98, 0x2b, 0x5c, 0xfd,
+ 0x54, 0x58, 0xc3, 0xbf, 0xb3, 0x2e, 0x5f, 0xe3, 0x38, 0x19, 0xf7, 0x83,
+ 0xaa, 0xe9, 0xb0, 0x42, 0x33, 0xb0, 0xf8, 0x8b, 0x10, 0x40, 0xd0, 0xb6,
+ 0xab, 0x1a, 0x69, 0x6d, 0xb9, 0x26, 0xf2, 0x93, 0xb3, 0x32, 0xb8, 0x32,
+ 0xbc, 0x4a, 0xe0, 0xa4, 0xe8, 0xcc, 0xfb, 0x34, 0xab, 0xc1, 0x93, 0xf0,
+ 0xf7, 0x22, 0x06, 0x17, 0xa0, 0x04, 0xad, 0x66, 0x99, 0x95, 0xef, 0xb8,
+ 0xdf, 0x9f, 0x1e, 0x86, 0xf0, 0xc0, 0x3f, 0xef, 0x27, 0xf3, 0xed, 0x24,
+ 0xc3, 0xe3, 0x61, 0xb1, 0x56, 0x92, 0x15, 0x0b, 0xd0, 0xc6, 0x07, 0xe0,
+ 0x4f, 0xeb, 0x90, 0xcb, 0x9f, 0xe4, 0x5b, 0x97, 0xa6, 0xbe, 0x17, 0x1a,
+ 0x95, 0x01, 0x08, 0xda, 0x01, 0x4e, 0x4e, 0x0d, 0x5e, 0x2d, 0x5e, 0x03,
+ 0x62, 0x11, 0x98, 0x6c, 0xf7, 0xa6, 0xf1, 0x4a, 0x55, 0xaf, 0x0f, 0xb9,
+ 0xa0, 0x5a, 0x0c, 0xb4, 0x49, 0xa5, 0x82, 0x53, 0xcc, 0x30, 0x9c, 0x98,
+ 0x1b, 0x24, 0x19, 0x8a, 0x3a, 0xa7, 0xa8, 0xe2, 0x19, 0xdc, 0x28, 0x9d,
+ 0xa2, 0x9a, 0x21, 0xf6, 0xfa, 0xf7, 0xb5, 0x31, 0xd9, 0xca, 0xce, 0x11,
+ 0xff, 0xeb, 0x98, 0x88, 0xf5, 0xed, 0x28, 0x60, 0x53, 0x34, 0x01, 0xf9,
+ 0x44, 0xfb, 0xb7, 0xc6, 0x41, 0x61, 0x44, 0xd2, 0xc2, 0x09, 0x1d, 0xd9,
+ 0x14, 0x97, 0x6b, 0xb8, 0xb5, 0x56, 0x4d, 0x31, 0x62, 0xfa, 0x5b, 0x5c,
+ 0x57, 0xa6, 0xe6, 0x27, 0xe3, 0xaf, 0xaf, 0xe6, 0xc7, 0xfe, 0x13, 0x51,
+ 0xcd, 0xe2, 0xd2, 0x20, 0xc9, 0xa7, 0x4c, 0x11, 0xc9, 0xc1, 0xb1, 0xbb,
+ 0xf4, 0x2c, 0x51, 0x07, 0x5c, 0xbc, 0xe5, 0xfe, 0x27, 0x5b, 0xb4, 0x95,
+ 0x98, 0xf6, 0xd3, 0x54, 0x62, 0x41, 0x42, 0x04, 0xb7, 0xaf, 0xe6, 0xc7,
+ 0x6c, 0x91, 0xf6, 0x31, 0x1b, 0xe6, 0x39, 0x3b, 0x22, 0x00, 0x94, 0x40,
+ 0x28, 0xa7, 0xe1, 0x1b, 0xb2, 0xea, 0xb7, 0x8e, 0x73, 0x84, 0x15, 0xd2,
+ 0xfd, 0xb3, 0xf6, 0x95, 0x37, 0xb9, 0x57, 0xf9, 0x8d, 0xaa, 0x07, 0xf2,
+ 0x29, 0x54, 0x16, 0x53, 0x64, 0xd5, 0x37, 0x67, 0x78, 0x31, 0x87, 0x26,
+ 0x22, 0x21, 0xa4, 0xa9, 0x3c, 0x0a, 0xdc, 0x15, 0x91, 0xa0, 0xb1, 0x45,
+ 0xd7, 0x7c, 0xaf, 0x5b, 0xe3, 0x85, 0xad, 0x1c, 0x38, 0xf5, 0x7c, 0xc8,
+ 0xb4, 0x44, 0x14, 0xee, 0x61, 0x62, 0xf8, 0x09, 0x2b, 0x85, 0xd7, 0xe4,
+ 0x4b, 0xa3, 0xc6, 0x4d, 0x7f, 0xad, 0xf2, 0xa8, 0x54, 0x11, 0x9b, 0xf1,
+ 0x1b, 0x69, 0x9c, 0xea, 0xba, 0xd2, 0x76, 0xae, 0x12, 0x88, 0x47, 0x09,
+ 0x00, 0x9d, 0x00, 0x66, 0xe7, 0xaf, 0x53, 0xea, 0xe1, 0x4d, 0xf3, 0xba,
+ 0xeb, 0x12, 0x90, 0x77, 0x94, 0x85, 0x84, 0xbf, 0x08, 0x45, 0x93, 0x62,
+ 0x1f, 0x67, 0xad, 0x2f, 0xa0, 0xa9, 0x56, 0xd7, 0x3d, 0x92, 0x4c, 0xac,
+ 0x14, 0xbe, 0x3c, 0x9d, 0xe3, 0x51, 0xc5, 0x3a, 0x36, 0x55, 0xaa, 0xae,
+ 0x83, 0xd4, 0x31, 0x33, 0xdb, 0x7a, 0x8d, 0x83, 0x9d, 0x33, 0x4a, 0x9e,
+ 0x70, 0x9b, 0xca, 0xae, 0xcd, 0x19, 0xf7, 0xd0, 0x16, 0xd8, 0x95, 0xc9,
+ 0xf1, 0x8c, 0xe4, 0xc0, 0x44, 0xe3, 0x57, 0x62, 0xa3, 0x63, 0xaf, 0x57,
+ 0x06, 0x69, 0x31, 0x86, 0x58, 0x52, 0x64, 0xa8, 0x5b, 0xb0, 0x0e, 0x39,
+ 0x70, 0x35, 0x58, 0x0d, 0x85, 0xb5, 0x14, 0x93, 0x77, 0x46, 0xfc, 0x69,
+ 0xad, 0x46, 0x06, 0x15, 0x94, 0xdf, 0xec, 0x5f, 0x7c, 0xaf, 0x13, 0xd7,
+ 0xb6, 0xcd, 0xa5, 0x9e, 0x53, 0x47, 0x53, 0x9f, 0x3d, 0xee, 0xc8, 0xbb,
+ 0x62, 0xdf, 0x72, 0x68, 0xbe, 0x58, 0x71, 0xe7, 0xba, 0xac, 0x6c, 0x97,
+ 0x78, 0xa4, 0xc0, 0x0f, 0x8d, 0x4b, 0x2b, 0xe4, 0xd9, 0x23, 0x65, 0xc2,
+ 0x68, 0xad, 0xca, 0x22, 0xa4, 0x01, 0xb1, 0x14, 0xe1, 0x78, 0x15, 0x06,
+ 0x10, 0x00, 0x45, 0xc4, 0xf2, 0xa6, 0x2d, 0x54, 0x14, 0x3c, 0xde, 0xa0,
+ 0x12, 0x55, 0x5e, 0x55, 0x63, 0xe7, 0x78, 0x23, 0xd2, 0xd9, 0xb1, 0x23,
+ 0xbe, 0x99, 0xfd, 0x16, 0x93, 0xa6, 0xd9, 0x00, 0x95, 0x92, 0x21, 0x57,
+ 0x1a, 0xdf, 0xa5, 0xd5, 0x54, 0xfd, 0xdc, 0xb8, 0xce, 0x3a, 0xe8, 0xf6,
+ 0x9d, 0x4d, 0xab, 0x83, 0xd5, 0x53, 0xb2, 0xe3, 0x92, 0x19, 0x4c, 0xc7,
+ 0x47, 0x55, 0x67, 0xb7, 0xbf, 0x00, 0x48, 0x56, 0xc4, 0xeb, 0xca, 0x6b,
+ 0x7c, 0x16, 0xb9, 0xc2, 0xdf, 0xef, 0x78, 0xab, 0x9d, 0x9d, 0xc7, 0x64,
+ 0xcb, 0x78, 0x62, 0x3f, 0x60, 0xbf, 0x31, 0xf5, 0x62, 0xe9, 0x0e, 0x2d,
+ 0x51, 0xa8, 0x3a, 0x2b, 0xf3, 0xc5, 0xb9, 0x10, 0xcf, 0xb4, 0x8f, 0xe1,
+ 0x6d, 0xd3, 0xbc, 0x91, 0xed, 0x1b, 0x8f, 0x65, 0xdf, 0xdb, 0xb3, 0xc6,
+ 0xb2, 0x8a, 0xba, 0xea, 0xd7, 0xef, 0x5d, 0xc4, 0x43, 0x38, 0x60, 0xfe,
+ 0x38, 0x22, 0xe6, 0x63, 0x2a, 0xaf, 0x48, 0xaf, 0x9e, 0xd4, 0xd6, 0x27,
+ 0x50, 0xe5, 0x0a, 0x3b, 0xee, 0x61, 0xb3, 0x28, 0x93, 0xae, 0x5a, 0x8f,
+ 0x1a, 0x8d, 0x2c, 0xbd, 0xd8, 0xb5, 0xa6, 0x26, 0x87, 0xda, 0x82, 0xf4,
+ 0x66, 0xa5, 0x24, 0x11, 0xbd, 0x3d, 0x2b, 0x13, 0x18, 0x1c, 0xdf, 0x8c,
+ 0x39, 0x8d, 0xf0, 0x90, 0xa1, 0x53, 0xa2, 0x34, 0x23, 0xd5, 0x4b, 0x37,
+ 0xc4, 0x8a, 0x49, 0xc4, 0x77, 0x41, 0xcc, 0x56, 0x51, 0x9c, 0x9c, 0x3f,
+ 0x2c, 0x20, 0x7d, 0x9b, 0xfd, 0x2f, 0x4e, 0xc7, 0xf6, 0xc6, 0xff, 0x86,
+ 0x8b, 0x52, 0x24, 0xee, 0x03, 0x6a, 0x0c, 0xfd, 0x21, 0x5e, 0xef, 0x6e,
+ 0xda, 0xb3, 0xc3, 0x58, 0x5b, 0xc9, 0x99, 0x1c, 0xdb, 0x7c, 0x76, 0x31,
+ 0x59, 0xa4, 0x31, 0xe1, 0x87, 0xad, 0x98, 0xba, 0x1a, 0x17, 0xbb, 0x5a,
+ 0xe3, 0xc4, 0x27, 0xa8, 0xe6, 0xdd, 0x66, 0x49, 0xff, 0x0b, 0x79, 0x6f,
+ 0x78, 0xe5, 0x42, 0xe2, 0xb0, 0xf3, 0x17, 0x86, 0x23, 0x9e, 0xd5, 0x13,
+ 0x4b, 0x27, 0xe7, 0xeb, 0x36, 0x97, 0xfb, 0x7a, 0xe3, 0x34, 0xb4, 0x88,
+ 0x70, 0x8f, 0x9b, 0x47, 0xa8, 0xeb, 0x93, 0x37, 0xac, 0x53, 0x00, 0x75,
+ 0xd4, 0x4c, 0x6d, 0x51, 0xce, 0x22, 0xae, 0x91, 0xbf, 0xd9, 0x97, 0xf8,
+ 0xb7, 0xf9, 0xcf, 0x5c, 0x21, 0x95, 0x24, 0xda, 0x92, 0x07, 0x8a, 0x3a,
+ 0x35, 0x28, 0xc8, 0x73, 0xa7, 0xd6, 0xee, 0x74, 0x87, 0x85, 0x97, 0x43,
+ 0x97, 0x6c, 0x7a, 0xab, 0xf0, 0x45, 0xb3, 0x7f, 0x49, 0x61, 0x8a, 0x78,
+ 0x58, 0x2b, 0x0f, 0x61, 0xc0, 0x68, 0x78, 0x1b, 0xa9, 0xce, 0xff, 0x13,
+ 0x7e, 0xa0, 0x4b, 0x14, 0xdd, 0x3d, 0xdb, 0xea, 0x01, 0x0d, 0x5f, 0x79,
+ 0x6a, 0xbf, 0x01, 0x2f, 0x53, 0x98, 0x37, 0xcb, 0xa7, 0xac, 0xd9, 0x9b,
+ 0xa7, 0x5d, 0x4f, 0x1c, 0x44, 0x21, 0x56, 0xf0, 0x21, 0x70, 0xdd, 0xdf,
+ 0x78, 0xdc, 0xdf, 0xe3, 0xbd, 0x96, 0x8a, 0x24, 0x4d, 0x06, 0x52, 0xa0,
+ 0x1c, 0x57, 0x75, 0xd8, 0xb8, 0xb3, 0x24, 0x60, 0x64, 0xbd, 0xf3, 0x25,
+ 0x55, 0x61, 0xca, 0xdc, 0x88, 0x3c, 0xa9, 0xd5, 0xaf, 0xbe, 0x62, 0x5b,
+ 0x45, 0x60, 0x54, 0x1f, 0xb4, 0xf9, 0xad, 0x04, 0xa6, 0x3c, 0x9f, 0x0b,
+ 0x28, 0x83, 0x5a, 0xf2, 0xdb, 0x09, 0x8d, 0x1a, 0x58, 0xa6, 0x3e, 0x09,
+ 0x10, 0xaa, 0xc5, 0xe0, 0x48, 0xea, 0x2d, 0xad, 0x34, 0x11, 0x4c, 0x8e,
+ 0xa2, 0x3d, 0x84, 0x9e, 0x17, 0x24, 0xd8, 0xa7, 0xcd, 0x67, 0xca, 0x2d,
+ 0xc0, 0x98, 0xf9, 0x15, 0xbe, 0x6d, 0x4f, 0x4e, 0x40, 0x22, 0xec, 0xf6,
+ 0x5f, 0xf0, 0x66, 0xea, 0xfa, 0x8b, 0x67, 0xc6, 0x2d, 0x4c, 0x14, 0x04,
+ 0xef, 0xea, 0xfa, 0x53, 0xcf, 0x97, 0xfc, 0x19, 0xf8, 0xf6, 0x97, 0x2b,
+ 0x62, 0xe7, 0xbf, 0x0c, 0x91, 0xf9, 0xeb, 0xc4, 0x8a, 0xa7, 0xbd, 0xc4,
+ 0x9a, 0x0a, 0xd2, 0x4e, 0x32, 0xb2, 0xce, 0xd1, 0x11, 0x6b, 0x52, 0xb7,
+ 0x24, 0x9c, 0xac, 0x99, 0x14, 0x56, 0x3d, 0xdf, 0x13, 0xb0, 0x58, 0x4c,
+ 0x1b, 0x26, 0xbd, 0x95, 0x27, 0x1f, 0xb0, 0x63, 0x4d, 0x5c, 0x5f, 0x52,
+ 0x5e, 0x12, 0xfd, 0x6b, 0x34, 0x58, 0xac, 0xb6, 0xdb, 0xf8, 0x14, 0x33,
+ 0xfb, 0x9f, 0x6d, 0xd0, 0xba, 0xd2, 0x8b, 0x3b, 0x4e, 0xfd, 0xf3, 0xd4,
+ 0xa9, 0x12, 0xec, 0x6f, 0x88, 0x22, 0x96, 0x69, 0x92, 0xcf, 0xc1, 0xad,
+ 0xe6, 0x21, 0xae, 0xf5, 0xa2, 0x50, 0xe1, 0xb1, 0xfb, 0x9c, 0xbb, 0x15,
+ 0x0a, 0xa6, 0x42, 0xe9, 0xdd, 0x1b, 0xf8, 0x89, 0x16, 0xeb, 0xd2, 0x4e,
+ 0x0d, 0x57, 0xe5, 0x8b, 0x67, 0xc2, 0xac, 0xb3, 0x6e, 0x32, 0x39, 0xd8,
+ 0x2f, 0xb5, 0x8c, 0x6b, 0xe0, 0x12, 0xc3, 0xce, 0xc6, 0xef, 0xa3, 0xb9,
+ 0x0c, 0x19, 0xb0, 0x10, 0xd1, 0xda, 0xe0, 0xb1, 0x87, 0x30, 0x38, 0xd1,
+ 0x4e, 0xb5, 0x38, 0xd4, 0xf8, 0x59, 0xd7, 0x0a, 0x35, 0xf9, 0xbb, 0x1b,
+ 0x04, 0x66, 0xcf, 0x96, 0xc2, 0xb6, 0xa4, 0xe9, 0xb6, 0xf9, 0x87, 0x07,
+ 0x34, 0x66, 0x6c, 0xc7, 0x0c, 0xa3, 0x2f, 0x0f, 0x07, 0xbd, 0xb5, 0x32,
+ 0xc2, 0x64, 0xb9, 0xb8, 0x90, 0x6b, 0x45, 0xb8, 0x9c, 0xb0, 0x97, 0x28,
+ 0x18, 0x6c, 0xf3, 0x6c, 0x6a, 0x8a, 0xce, 0x0f, 0x1b, 0xee, 0x21, 0xb3,
+ 0x2f, 0xac, 0xed, 0x8c, 0x2b, 0x56, 0x38, 0x59, 0x20, 0xc8, 0x5c, 0x51,
+ 0x06, 0xaf, 0x42, 0x34, 0xf4, 0x5d, 0x6c, 0x62, 0x15, 0x15, 0x9f, 0x14,
+ 0x2c, 0x57, 0xd7, 0x98, 0x65, 0x21, 0x03, 0x68, 0x55, 0x30, 0x00, 0x98,
+ 0x5a, 0xf2, 0xe2, 0x0b, 0xa3, 0x17, 0x1a, 0x49, 0xaf, 0xde, 0xa4, 0xf1,
+ 0x88, 0xb1, 0xe0, 0x85, 0x16, 0x33, 0x02, 0xa7, 0x4d, 0xb9, 0xb1, 0x98,
+ 0x0b, 0x50, 0x6e, 0xa7, 0x02, 0x0f, 0x13, 0xd9, 0xa9, 0x5c, 0x51, 0x33,
+ 0xef, 0xb8, 0xda, 0x88, 0x13, 0x27, 0xf9, 0xaa, 0xb7, 0x9f, 0xf1, 0x3c,
+ 0xee, 0xaa, 0x1a, 0x1e, 0x34, 0xf6, 0xe5, 0x4c, 0x12, 0x2b, 0x91, 0xfa,
+ 0x02, 0x06, 0x49, 0x3d, 0xde, 0xec, 0x92, 0x8b, 0x2f, 0x65, 0xb9, 0x55,
+ 0x6d, 0x53, 0x42, 0x2d, 0xbb, 0xaf, 0x64, 0xa1, 0x6f, 0xe7, 0x93, 0x6c,
+ 0xeb, 0xa5, 0x9a, 0x51, 0x8f, 0x07, 0x96, 0xae, 0xfa, 0xc8, 0xc8, 0x6f,
+ 0xd3, 0xdb, 0x87, 0xab, 0xf7, 0x64, 0xce, 0xe5, 0x8f, 0x53, 0x69, 0x60,
+ 0x1d, 0x18, 0x61, 0x62, 0x59, 0xd5, 0xc6, 0x40, 0xee, 0x5e, 0xf8, 0x25,
+ 0xff, 0x13, 0xa8, 0x0a, 0x89, 0xcb, 0x30, 0x4e, 0x8c, 0xa2, 0x4e, 0x6b,
+ 0xe6, 0xcf, 0xfb, 0x07, 0x81, 0xc8, 0x55, 0x9a, 0xd3, 0x57, 0xc3, 0xdc,
+ 0xa2, 0xe2, 0x9d, 0x2e, 0xaf, 0x2d, 0x27, 0x54, 0xc7, 0xf9, 0xc1, 0x02,
+ 0x98, 0xcd, 0xec, 0xb8, 0x2e, 0x62, 0x3d, 0xa8, 0x44, 0x61, 0xab, 0xf8,
+ 0x27, 0xa1, 0x10, 0x3d, 0x81, 0x68, 0x02, 0x68, 0x44, 0x6c, 0xb0, 0xf5,
+ 0xd7, 0x00, 0xaa, 0x6e, 0x28, 0x1d, 0x11, 0x86, 0x07, 0x0d, 0x65, 0x64,
+ 0x8c, 0x27, 0x9b, 0xcb, 0x37, 0x44, 0xe0, 0xb2, 0x91, 0x3c, 0xe3, 0x55,
+ 0x89, 0x52, 0x64, 0x91, 0x31, 0x45, 0x83, 0xec, 0xe7, 0xdf, 0xe3, 0x26,
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+ 0xf6, 0xd1, 0x26, 0x04, 0x58, 0x14, 0xdf, 0xd1, 0x11, 0x5e, 0x1d, 0xf0,
+ 0x6a, 0x3c, 0x10, 0xbc, 0x87, 0x1a, 0x94, 0xa1, 0x8b, 0x1a, 0x84, 0x44,
+ 0xea, 0x5b, 0xe0, 0xa1, 0x06, 0xad, 0x2a, 0xf1, 0x8a, 0xe5, 0xf0, 0xb6,
+ 0x3d, 0x42, 0x82, 0x35, 0xbc, 0x97, 0xca, 0x55, 0xfc, 0xdb, 0x52, 0xe7,
+ 0xc7, 0xf0, 0xdd, 0x41, 0x49, 0x2e, 0x5d, 0xdd, 0xf3, 0xee, 0x52, 0xbb,
+ 0x20, 0x3c, 0xb6, 0x5a, 0xd9, 0x11, 0x83, 0x91, 0x64, 0xb9, 0x09, 0x94,
+ 0xac, 0xa2, 0xd2, 0x19, 0xf1, 0x1a, 0xd9, 0x4e, 0xb7, 0x9a, 0x68, 0x36,
+ 0xa9, 0xa4, 0xde, 0x6b, 0xce, 0xbc, 0x57, 0x5b, 0x67, 0xf3, 0x82, 0x1b,
+ 0x9c, 0xc7, 0x64, 0xce, 0xa1, 0x9b, 0x6a, 0x1c, 0xb2, 0xb2, 0x8a, 0x6e,
+ 0x2b, 0x21, 0xb7, 0x0c, 0x2c, 0xcd, 0x03, 0x95, 0x2b, 0xf0, 0x38, 0xcf,
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+ 0x55, 0x2e, 0x65, 0x82, 0xe3, 0x47, 0x1a, 0xeb, 0x2b, 0x4b, 0x07, 0x9e,
+ 0xa2, 0xd6, 0x50, 0xce, 0xdd, 0x13, 0xfc, 0x92, 0xd5, 0xce, 0x89, 0x26,
+ 0x4e, 0x18, 0x88, 0x85, 0x67, 0x5f, 0x83, 0x28, 0x8b, 0x95, 0x91, 0xf2,
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+ 0xfd, 0xa9, 0x18, 0x17, 0xb6, 0xcf, 0x16, 0xd3, 0x2a, 0xe4, 0x99, 0xd2,
+ 0x6c, 0xf5, 0xc6, 0xc7, 0xab, 0x8a, 0x69, 0xd6, 0xc3, 0x8f, 0x20, 0x4f,
+ 0x9f, 0xa2, 0x98, 0xed, 0x2a, 0x8c, 0x91, 0x45, 0x5e, 0x45, 0x14, 0xa8,
+ 0x22, 0x96, 0x10, 0xe2, 0x2e, 0x61, 0x32, 0xab, 0x26, 0x9e, 0xe0, 0xff,
+ 0x32, 0x46, 0xe8, 0x14, 0xa4, 0x4a, 0xaf, 0xfa, 0x02, 0x2e, 0x97, 0x69,
+ 0xc2, 0x4c, 0x4c, 0xbc, 0xbf, 0x5c, 0x9a, 0x5a, 0xfb, 0x5e, 0x9e, 0x13,
+ 0x39, 0x64, 0x02, 0x64, 0xc9, 0x2e, 0x6b, 0x43, 0x61, 0xa4, 0x44, 0xac,
+ 0x11, 0x3b, 0xdf, 0x8c, 0xe8, 0xe4, 0xcc, 0x61, 0x6a, 0xc7, 0x56, 0xde,
+ 0xc7, 0x4c, 0xfa, 0xd7, 0xb8, 0x23, 0xc2, 0x9a, 0xdc, 0x53, 0x30, 0xf0,
+ 0xd4, 0xd0, 0x06, 0x61, 0x11, 0x0a, 0x08, 0x0a, 0xc5, 0x82, 0x98, 0x84,
+ 0x01, 0x36, 0x8e, 0xc7, 0x32, 0x18, 0x1c, 0xba, 0xde, 0x9c, 0xfd, 0x24,
+ 0xf0, 0x85, 0x13, 0x5f, 0xa9, 0x5a, 0x49, 0xe3, 0x90, 0xcf, 0x0f, 0x05,
+ 0x83, 0x98, 0x24, 0xe1, 0xee, 0x9c, 0x6a, 0x8d, 0x47, 0x26, 0x0a, 0xbd,
+ 0x0e, 0xac, 0xa7, 0x02, 0xf2, 0xe8, 0x09, 0xb9, 0x26, 0x4d, 0x56, 0x33,
+ 0x4e, 0x0b, 0x0c, 0xd4, 0xe4, 0x14, 0xd7, 0x8f, 0x5f, 0x4a, 0x3d, 0xa1,
+ 0x36, 0x1c, 0x49, 0x35, 0x2e, 0x53, 0x05, 0x24, 0xcb, 0x5b, 0xdb, 0x3a,
+ 0x50, 0x61, 0x96, 0xff, 0x81, 0xc5, 0x9e, 0x68, 0xa5, 0x43, 0x4e, 0x62,
+ 0x57, 0x49, 0x61, 0x27, 0x3a, 0x48, 0x56, 0x07, 0xe7, 0x96, 0x1a, 0x40,
+ 0x61, 0x95, 0x66, 0x4a, 0x5f, 0x13, 0xb3, 0x25, 0xe5, 0xb4, 0x02, 0x65,
+ 0x0c, 0xe2, 0x2a, 0xf2, 0x41, 0x2a, 0xf6, 0x06, 0xbc, 0x2d, 0xd9, 0x00,
+ 0x44, 0xae, 0xa5, 0x83, 0xff, 0x5b, 0xd7, 0xce, 0xf7, 0x00, 0x38, 0x08,
+ 0x47, 0x90, 0x45, 0xde, 0x0e, 0x0d, 0x50, 0x13, 0x83, 0xd9, 0x18, 0xe6,
+ 0xbb, 0xf6, 0x03, 0x3a, 0xe5, 0x89, 0x4b, 0x13, 0x24, 0x3c, 0x95, 0x1a,
+ 0xe9, 0xcd, 0x44, 0xf2, 0x2c, 0x24, 0xdd, 0x35, 0x0f, 0x2e, 0xb2, 0xcd,
+ 0xd6, 0xa0, 0xf4, 0x3d, 0xa0, 0x2e, 0xea, 0x91, 0xea, 0x28, 0xbd, 0x90,
+ 0x15, 0x8c, 0x41, 0x37, 0x5b, 0xe1, 0xb1, 0x37, 0x35, 0x4d, 0xbb, 0x9c,
+ 0xa0, 0x49, 0x63, 0x15, 0x9f, 0xa9, 0xb0, 0xb7, 0x31, 0xc4, 0x55, 0x10,
+ 0x46, 0xff, 0x03, 0x4d, 0x99, 0x5c, 0xb8, 0x92, 0x55, 0xae, 0xe7, 0x1a,
+ 0x58, 0x64, 0x41, 0xc4, 0xe7, 0x0c, 0x4f, 0x10, 0x5d, 0xf9, 0x61, 0x3a,
+ 0x6d, 0xe0, 0xe1, 0x04, 0x61, 0x2b, 0x95, 0xfe, 0xb3, 0x58, 0x98, 0xd1,
+ 0xb2, 0x0c, 0x6c, 0xc8, 0x2f, 0x50, 0xfa, 0x59, 0x31, 0xe7, 0xee, 0xc2,
+ 0xfb, 0x59, 0x19, 0xee, 0xd8, 0xeb, 0xb1, 0x4e, 0x45, 0x26, 0x4a, 0xe7,
+ 0xed, 0x12, 0x68, 0x96, 0x18, 0x90, 0xc2, 0xfa, 0x08, 0x9f, 0xd8, 0x36,
+ 0xb2, 0xc2, 0x5c, 0xaa, 0x14, 0x60, 0x1d, 0x2f, 0xe8, 0xd7, 0x6e, 0x51,
+ 0x37, 0xef, 0xac, 0xcc, 0xc8, 0xd1, 0xc0, 0x31, 0x89, 0x17, 0x93, 0xd7,
+ 0x94, 0x38, 0xc5, 0xb9, 0xfe, 0x14, 0x27, 0x02, 0xf5, 0xe2, 0xb1, 0xe0,
+ 0x8c, 0x0f, 0xe4, 0xfa, 0x10, 0xfd, 0xec, 0xf9, 0x65, 0x8f, 0xab, 0xac,
+ 0xa4, 0x29, 0x4e, 0x3f, 0x4b, 0x8a, 0xbc, 0x0b, 0x30, 0xaf, 0xea, 0xd9,
+ 0x12, 0x29, 0xd5, 0x33, 0xba, 0xbd, 0x43, 0x52, 0xf9, 0x15, 0xee, 0x83,
+ 0xab, 0x45, 0xa8, 0x59, 0xe9, 0xed, 0xe8, 0x5e, 0x1f, 0x89, 0x55, 0x52,
+ 0xc3, 0xba, 0xa2, 0xbc, 0xdb, 0x5c, 0x1d, 0xc8, 0xff, 0xf1, 0x6a, 0x19,
+ 0xab, 0x23, 0xb8, 0x5a, 0x61, 0x98, 0x6d, 0xc2, 0x67, 0xc8, 0xfb, 0xea,
+ 0xa2, 0x88, 0x62, 0x23, 0x22, 0x0e, 0x37, 0xe4, 0xb3, 0x64, 0xba, 0xf9,
+ 0xc0, 0x14, 0x25, 0x9e, 0xb5, 0x84, 0xcd, 0xc6, 0x55, 0xd6, 0xce, 0x93,
+ 0xd2, 0x12, 0x9c, 0xb2, 0x5f, 0x93, 0xe0, 0xb0, 0xd7, 0x97, 0xbe, 0x3c,
+ 0x4b, 0x67, 0x09, 0x22, 0xf9, 0x8f, 0xdd, 0xe4, 0x23, 0xfc, 0xa5, 0x4d,
+ 0x92, 0xd1, 0x8a, 0xbd, 0xfd, 0xf7, 0xb2, 0xd5, 0x28, 0xf9, 0x0a, 0xb4,
+ 0x8e, 0x0f, 0x65, 0xc7, 0x97, 0x4e, 0xb9, 0x85, 0x8a, 0x61, 0x23, 0x4a,
+ 0x08, 0x96, 0x18, 0xe4, 0xc7, 0x4e, 0xe4, 0x1e, 0x3b, 0x28, 0xbf, 0x14,
+ 0x09, 0xc9, 0x15, 0x62, 0x27, 0x5d, 0x34, 0xb2, 0xd6, 0xb9, 0xeb, 0x93,
+ 0x40, 0x37, 0xe0, 0x0f, 0x1f, 0xe1, 0x2b, 0x5a, 0xab, 0x25, 0xbd, 0x54,
+ 0x5f, 0xea, 0x60, 0x6f, 0xc7, 0x2b, 0xeb, 0x3c, 0x5d, 0x41, 0x57, 0x36,
+ 0xbe, 0x37, 0x42, 0x11, 0xcb, 0x52, 0xa2, 0xba, 0xa4, 0x7a, 0x9e, 0x57,
+ 0x59, 0xc1, 0xfc, 0xb0, 0x44, 0x6c, 0xdb, 0x4d, 0x9e, 0xd8, 0x59, 0xe0,
+ 0x32, 0xde, 0xb1, 0x5b, 0x9e, 0xfb, 0xec, 0x47, 0xde, 0xd3, 0x14, 0xd5,
+ 0x02, 0x76, 0x0b, 0xa8, 0x96, 0x98, 0xdc, 0xa3, 0x11, 0x04, 0x57, 0xb4,
+ 0x66, 0xf8, 0x86, 0xe3, 0x8f, 0xdd, 0xe0, 0xe4, 0xd4, 0x48, 0x5c, 0xa3,
+ 0xe5, 0x88, 0x27, 0x89, 0x5e, 0x43, 0xd5, 0xe4, 0x8c, 0x7c, 0x30, 0x14,
+ 0x0d, 0x9b, 0x74, 0xa5, 0x67, 0x3e, 0x26, 0x32, 0x65, 0x0e, 0x38, 0x14,
+ 0xc2, 0xe1, 0xc4, 0x4a, 0x9f, 0x28, 0x1a, 0xd7, 0x63, 0x0b, 0xab, 0xff,
+ 0x9e, 0xad, 0xeb, 0x72, 0xf1, 0x3f, 0xd4, 0xa3, 0x9c, 0x58, 0xae, 0xc8,
+ 0x88, 0x0d, 0x5b, 0xd7, 0xd7, 0x33, 0x83, 0xc4, 0x79, 0x48, 0x62, 0x74,
+ 0xb8, 0x96, 0x30, 0x37, 0x82, 0x23, 0x38, 0xed, 0x24, 0x59, 0x66, 0x24,
+ 0xd2, 0x61, 0x8f, 0x45, 0x83, 0x31, 0x60, 0x2b, 0xd0, 0x1c, 0x8a, 0xc5,
+ 0xeb, 0xcc, 0x65, 0x68, 0x84, 0x05, 0x89, 0xa2, 0x96, 0xdd, 0x23, 0x0d,
+ 0x7d, 0x98, 0x84, 0x19, 0xf5, 0x02, 0xa7, 0x17, 0x65, 0xf0, 0x70, 0xff,
+ 0xba, 0x1d, 0xe9, 0xb9, 0x0e, 0xb9, 0xb9, 0x76, 0xf2, 0xb8, 0x29, 0x0c,
+ 0x09, 0x34, 0x13, 0x29, 0x98, 0xaa, 0xac, 0xce, 0x18, 0x56, 0xaa, 0x91,
+ 0xb7, 0x7c, 0xdf, 0xa7, 0x6c, 0xc6, 0xb9, 0xce, 0x57, 0x91, 0x7e, 0x0f,
+ 0x42, 0xb6, 0xed, 0x96, 0x55, 0x59, 0x51, 0xbb, 0xf0, 0xc2, 0x61, 0x09,
+ 0xa1, 0x10, 0x27, 0xd2, 0x7e, 0xf5, 0xee, 0x7d, 0xdb, 0x2d, 0x00, 0x8c,
+ 0x23, 0x23, 0xdd, 0x0e, 0x2c, 0x94, 0x9a, 0x6d, 0xae, 0x81, 0xe3, 0x72,
+ 0x7a, 0x7e, 0x98, 0x0c, 0xaa, 0x1e, 0x2d, 0x76, 0x61, 0x42, 0x88, 0x8f,
+ 0x01, 0x9b, 0x04, 0x70, 0x0e, 0x56, 0x39, 0x6f, 0x8f, 0xe6, 0xc1, 0xe1,
+ 0x01, 0x48, 0xe2, 0xfd, 0x04, 0x46, 0x19, 0x7e, 0xdc, 0xac, 0x34, 0xc8,
+ 0x41, 0x56, 0xfb, 0xa7, 0x8b, 0x66, 0x33, 0xf6, 0xe9, 0xf2, 0x2d, 0x25,
+ 0xb1, 0x44, 0xf0, 0x3b, 0xf1, 0xd9, 0x75, 0x3e, 0xed, 0x08, 0xf0, 0x7a,
+ 0x46, 0x6f, 0x2a, 0xc0, 0xf3, 0x89, 0xf7, 0xe0, 0x07, 0xfa, 0xc6, 0xd1,
+ 0xd4, 0x26, 0xc2, 0x42, 0x4c, 0xba, 0xca, 0x61, 0x3e, 0xbe, 0x03, 0x5a,
+ 0xf3, 0x7a, 0x02, 0x82, 0xab, 0x9f, 0x6f, 0x74, 0xdc, 0x93, 0x22, 0x76,
+ 0xb3, 0xa9, 0xdc, 0x3f, 0xf9, 0x01, 0x04, 0xcb, 0x71, 0x01, 0x1d, 0xae,
+ 0xe8, 0xac, 0x8f, 0x60, 0x7a, 0x94, 0x03, 0xf3, 0x33, 0x82, 0x90, 0xe3,
+ 0x9f, 0xf5, 0x9c, 0xa4, 0x1a, 0x98, 0xf1, 0xe7, 0x3e, 0xa8, 0x21, 0xc2,
+ 0xc6, 0x36, 0x82, 0xa1, 0x3f, 0x9f, 0xc9, 0xae, 0xb7, 0x1c, 0x40, 0x09,
+ 0xf5, 0xa4, 0x78, 0x1d, 0xc4, 0xfe, 0x6e, 0x76, 0xef, 0xfd, 0xc4, 0x15,
+ 0x2e, 0xb9, 0x71, 0x96, 0x9f, 0xda, 0xa1, 0x69, 0xd3, 0xe4, 0x90, 0x23,
+ 0xf7, 0x16, 0xf2, 0xaf, 0x83, 0x57, 0x5f, 0xc1, 0x18, 0x7c, 0x53, 0xfe,
+ 0x32, 0x59, 0xdf, 0xd4, 0x96, 0x0f, 0x7b, 0x10, 0x1e, 0x51, 0x54, 0xab,
+ 0x0f, 0x22, 0x2d, 0xcf, 0xe1, 0x0d, 0x42, 0xac, 0xc2, 0xa7, 0xa3, 0x78,
+ 0x02, 0x02, 0x7a, 0x79, 0xd1, 0x89, 0x11, 0xe8, 0x04, 0xde, 0x05, 0x03,
+ 0xf3, 0x03, 0xda, 0xd7, 0x8a, 0x98, 0xde, 0xad, 0xea, 0x63, 0x6f, 0x6b,
+ 0x5c, 0xdb, 0x3b, 0x49, 0x5b, 0x3c, 0x71, 0x2d, 0xb7, 0x86, 0xa0, 0xe2,
+ 0x05, 0x8a, 0x83, 0xde, 0x10, 0x30, 0x3f, 0x5a, 0x8d, 0x8d, 0xd7, 0x9f,
+ 0x24, 0x5b, 0xbb, 0xa5, 0x55, 0xd6, 0x34, 0x89, 0x40, 0x60, 0x05, 0xd6,
+ 0x8b, 0x5c, 0x56, 0x00, 0xbe, 0xc8, 0x9f, 0xa9, 0xa8, 0x85, 0x64, 0x3b,
+ 0x60, 0x8d, 0xb3, 0x1a, 0xd3, 0x34, 0x99, 0x4b, 0x37, 0xf6, 0x37, 0x57,
+ 0xb1, 0x4c, 0xf8, 0xc7, 0x1d, 0x10, 0x8c, 0x15, 0x21, 0x25, 0xff, 0xb8,
+ 0x52, 0x36, 0xf7, 0x47, 0xcb, 0xd1, 0x0c, 0x76, 0x4e, 0xde, 0x76, 0x2f,
+ 0x66, 0x13, 0xca, 0x2a, 0xeb, 0x56, 0xa9, 0x28, 0x06, 0xfd, 0x20, 0xf1,
+ 0x1a, 0x75, 0xe9, 0x4c, 0x46, 0xda, 0x0a, 0x61, 0xc4, 0x62, 0xe6, 0x17,
+ 0x6c, 0x68, 0xa9, 0x5a, 0x8f, 0x14, 0xc0, 0xfe, 0x50, 0x19, 0x16, 0xf5,
+ 0x75, 0xaa, 0xed, 0x0f, 0xdc, 0xe8, 0x87, 0x3b, 0x26, 0x88, 0xe2, 0x89,
+ 0xea, 0xfd, 0xd4, 0xe7, 0x70, 0x02, 0x31, 0x16, 0xb0, 0x03, 0x94, 0xaf,
+ 0x44, 0xa2, 0x64, 0xcb, 0x16, 0x9d, 0xf1, 0x67, 0x9b, 0x67, 0xef, 0xb0,
+ 0xfb, 0xee, 0x58, 0x51, 0x4d, 0xc9, 0x2d, 0x99, 0x0a, 0x54, 0xc3, 0x51,
+ 0x88, 0xc0, 0xd2, 0x43, 0x6c, 0x06, 0xec, 0x8b, 0xdd, 0x6c, 0x5d, 0x27,
+ 0xe7, 0x46, 0x34, 0x97, 0xed, 0xb6, 0x7b, 0x5c, 0xc6, 0x00, 0x26, 0x3b,
+ 0xa6, 0x34, 0x3d, 0x0a, 0x40, 0x12, 0xc8, 0x37, 0x6f, 0x98, 0x27, 0x6c,
+ 0xf3, 0xb3, 0xcb, 0xa3, 0x6b, 0x28, 0x9f, 0x06, 0x3e, 0x3c, 0x53, 0xbf,
+ 0x41, 0xb3, 0xec, 0xd0, 0xd9, 0x6e, 0xb9, 0x7b, 0x45, 0xe4, 0x9c, 0x61,
+ 0x18, 0x24, 0xa2, 0x12, 0x53, 0xdc, 0xb9, 0x61, 0xc9, 0x5d, 0xc9, 0x87,
+ 0x11, 0x81, 0x97, 0xf4, 0x54, 0x99, 0x8f, 0x8e, 0x09, 0x2c, 0x20, 0x03,
+ 0x33, 0x19, 0x5e, 0xce, 0x08, 0x24, 0xf5, 0x05, 0xf4, 0x70, 0xf7, 0xbc,
+ 0x62, 0xce, 0xd4, 0xc3, 0xb9, 0xdb, 0xf7, 0xb9, 0xb5, 0xd3, 0xc9, 0xdc,
+ 0x32, 0x0f, 0x06, 0xc9, 0x3d, 0x8a, 0x55, 0x95, 0x1f, 0x61, 0x37, 0x5d,
+ 0xb4, 0x2d, 0x8e, 0x5b, 0xbb, 0x59, 0x19, 0xfa, 0xaa, 0x4b, 0xce, 0x8d,
+ 0x47, 0x37, 0x4b, 0xe2, 0x27, 0xa4, 0x2c, 0xcd, 0x06, 0x47, 0xc4, 0xbd,
+ 0x60, 0x5c, 0xde, 0x0d, 0xba, 0xcb, 0xd8, 0xd8, 0xeb, 0xa6, 0x3b, 0x42,
+ 0x93, 0xb2, 0xdc, 0xa7, 0xb6, 0x6a, 0x2e, 0x62, 0x69, 0xdd, 0xe5, 0x0b,
+ 0x03, 0x54, 0xd9, 0xad, 0xb9, 0x6d, 0x12, 0x3b, 0xc4, 0x62, 0xbf, 0xe6,
+ 0x3a, 0x46, 0xea, 0x26, 0x4a, 0x0a, 0x29, 0x43, 0x2f, 0xe2, 0xfc, 0x40,
+ 0x31, 0xd2, 0xd8, 0x64, 0xe6, 0xc0, 0x47, 0x9b, 0xec, 0xed, 0xd1, 0xe5,
+ 0xc8, 0x14, 0x07, 0xa8, 0x5b, 0x53, 0xad, 0xf3, 0xac, 0xe9, 0xff, 0x29,
+ 0xd9, 0x83, 0x84, 0x50, 0x54, 0x16, 0x6f, 0x66, 0x9a, 0xef, 0xa8, 0x54,
+ 0x4c, 0x2f, 0xab, 0xa5, 0x24, 0x1b, 0xcf, 0x3c, 0x4a, 0x58, 0xd6, 0x8d,
+ 0xa5, 0x46, 0x20, 0x90, 0xc9, 0xf1, 0x26, 0xdf, 0xa3, 0x46, 0x88, 0x11,
+ 0x2d, 0x57, 0xaf, 0xd8, 0x31, 0x95, 0x50, 0xb3, 0xa9, 0x4f, 0x0f, 0x29,
+ 0x8f, 0x62, 0x4f, 0x86, 0xb1, 0x4d, 0x57, 0x73, 0x53, 0xce, 0x30, 0xf1,
+ 0x74, 0x9c, 0x62, 0xac, 0xba, 0x30, 0x86, 0x5f, 0xfe, 0x26, 0x8b, 0x64,
+ 0x4e, 0xc9, 0xce, 0x1c, 0xe1, 0xcf, 0x17, 0x2d, 0x4a, 0x5b, 0xc0, 0xcf,
+ 0x66, 0x45, 0x61, 0x4e, 0x2b, 0x38, 0xd8, 0x30, 0xb5, 0x5a, 0xf3, 0x9e,
+ 0xd8, 0x28, 0xa5, 0xfb, 0xb8, 0x98, 0x94, 0x1a, 0x55, 0x41, 0x3e, 0xbe,
+ 0x14, 0xc2, 0x67, 0x47, 0x92, 0x4d, 0xa7, 0xc1, 0x1e, 0x1b, 0xee, 0xc3,
+ 0xc9, 0xd6, 0x5f, 0xe3, 0x31, 0x26, 0xa4, 0x1b, 0x1a, 0x23, 0xbb, 0x94,
+ 0x2e, 0x1e, 0xff, 0x56, 0xd0, 0x0c, 0x97, 0xdd, 0x5b, 0xb6, 0x08, 0x6a,
+ 0xce, 0x38, 0x82, 0x22, 0x5d, 0xfe, 0x9b, 0x6e, 0x9b, 0xf8, 0x37, 0xf9,
+ 0x41, 0x5d, 0x99, 0x28, 0xb3, 0x3b, 0xe6, 0x3d, 0x4c, 0x58, 0x5c, 0x15,
+ 0x60, 0x63, 0x84, 0x6a, 0x8d, 0x63, 0xe8, 0xaf, 0x45, 0x8f, 0x1f, 0x22,
+ 0x5b, 0x55, 0xf3, 0x3a, 0x5d, 0x9c, 0x73, 0xb9, 0xa0, 0xb9, 0x93, 0x31,
+ 0xc2, 0xf4, 0x56, 0xc6, 0x9f, 0x03, 0xaa, 0xb6, 0xa1, 0xd9, 0xc2, 0x29,
+ 0xe5, 0x22, 0x09, 0x0e, 0xb6, 0xb8, 0x04, 0x47, 0x91, 0xeb, 0x37, 0x0d,
+ 0xb1, 0x93, 0xda, 0x83, 0x84, 0x25, 0x13, 0x59, 0x5f, 0x91, 0x31, 0x0d,
+ 0x70, 0xfb, 0x3e, 0x66, 0x1e, 0x1c, 0xf3, 0xd7, 0x47, 0x10, 0xdc, 0xa7,
+ 0x4c, 0xb2, 0x64, 0xa3, 0x1d, 0x96, 0xa2, 0x37, 0xc1, 0x49, 0x0f, 0x6e,
+ 0x90, 0x65, 0x03, 0x8c, 0x50, 0x83, 0x57, 0x17, 0x58, 0xb6, 0x70, 0x94,
+ 0xb0, 0x48, 0x88, 0xa9, 0x30, 0xc7, 0xa0, 0x89, 0x6b, 0x89, 0xec, 0x19,
+ 0xdc, 0x8f, 0x94, 0xaf, 0x86, 0x6a, 0x36, 0xfc, 0xb1, 0x39, 0xc2, 0x1a,
+ 0x83, 0x8b, 0x10, 0x9b, 0x27, 0xd5, 0x52, 0x50, 0x1f, 0x33, 0x9d, 0xe4,
+ 0x3e, 0x6c, 0x1a, 0x70, 0x2a, 0xc9, 0xa8, 0x9a, 0x93, 0x67, 0x99, 0xf7,
+ 0xf1, 0xe3, 0x04, 0xe3, 0xec, 0x47, 0x32, 0x84, 0x26, 0x97, 0x27, 0xe2,
+ 0x54, 0x10, 0x64, 0x0f, 0x4a, 0x21, 0xb2, 0x65, 0xf3, 0x00, 0xfd, 0x03,
+ 0x09, 0x18, 0x3b, 0x04, 0xdb, 0x05, 0x32, 0xc1, 0x08, 0xf0, 0xcf, 0x21,
+ 0xc1, 0x72, 0x59, 0x5b, 0xd0, 0xc8, 0x82, 0x9e, 0xe6, 0x0d, 0xd0, 0xd8,
+ 0xce, 0x3f, 0x96, 0x37, 0xfb, 0xc1, 0x32, 0xec, 0xba, 0x3a, 0x98, 0x30,
+ 0xc9, 0xf2, 0xae, 0xe1, 0xd3, 0x08, 0x35, 0x95, 0xfe, 0x67, 0xa2, 0x64,
+ 0x55, 0xdc, 0x70, 0x8f, 0xc2, 0xb2, 0x10, 0x72, 0x43, 0x05, 0xe2, 0xbc,
+ 0x45, 0x16, 0x27, 0x0a, 0x1c, 0xbb, 0xae, 0xd0, 0x43, 0xcf, 0x9a, 0x68,
+ 0xc5, 0x49, 0x45, 0xc2, 0xb9, 0xb3, 0xa2, 0x4f, 0x6a, 0xda, 0xc1, 0x72,
+ 0xe2, 0xf0, 0xae, 0x02, 0x01, 0x9b, 0x0f, 0x8c, 0x6e, 0x90, 0xbc, 0x5e,
+ 0x84, 0x09, 0xde, 0xd8, 0xfa, 0x5a, 0xf8, 0x81, 0xc7, 0xc9, 0x54, 0x87,
+ 0xb9, 0x35, 0xe5, 0x31, 0xbb, 0xeb, 0x14, 0xfa, 0x0e, 0xc1, 0x70, 0x84,
+ 0x2d, 0x84, 0x47, 0xa0, 0x4c, 0x73, 0x66, 0xea, 0x8a, 0x0e, 0xcb, 0x58,
+ 0x11, 0x43, 0x64, 0x10, 0x2c, 0xb0, 0x20, 0x0b, 0xe9, 0x6f, 0x4c, 0x52,
+ 0xf0, 0x19, 0x30, 0x9e, 0xe0, 0xe0, 0x9f, 0x63, 0x29, 0x43, 0x3f, 0xef,
+ 0xb8, 0x71, 0x2c, 0x86, 0xbf, 0x92, 0xc0, 0x0e, 0x1a, 0xb3, 0x96, 0x37,
+ 0x87, 0x19, 0x4b, 0x0e, 0xf2, 0x8b, 0x73, 0x16, 0xe0, 0x6b, 0x5c, 0x9e,
+ 0x2e, 0x20, 0x63, 0x24, 0xcd, 0x20, 0x72, 0xaa, 0xbd, 0x4b, 0x57, 0xb1,
+ 0xc1, 0x20, 0x2a, 0x2c, 0xd8, 0x3a, 0x81, 0xaa, 0xbc, 0xad, 0x32, 0xb3,
+ 0xe8, 0xb4, 0x4e, 0x05, 0xc9, 0xb9, 0x49, 0x1e, 0x8f, 0x0c, 0x27, 0x44,
+ 0xff, 0x5c, 0x5a, 0xbf, 0x89, 0xa8, 0x18, 0xcf, 0xfc, 0x58, 0xbb, 0xb3,
+ 0xf0, 0x97, 0xf8, 0x19, 0xf3, 0xab, 0x3f, 0x7d, 0x71, 0xd4, 0x84, 0x71,
+ 0xe7, 0xf2, 0x30, 0x78, 0xa9, 0xc9, 0x2a, 0x18, 0x7d, 0xb2, 0xda, 0x32,
+ 0x20, 0x7f, 0xbc, 0x1a, 0xc0, 0xf0, 0x5d, 0x70, 0xc6, 0x41, 0xf3, 0xf3,
+ 0x76, 0xf6, 0xec, 0x98, 0x52, 0x8c, 0x68, 0xfb, 0x24, 0x29, 0x38, 0x58,
+ 0x77, 0x74, 0x75, 0xad, 0x70, 0x6c, 0xb6, 0x3f, 0x3d, 0x46, 0x34, 0x1c,
+ 0x9c, 0x4c, 0x4d, 0x0d, 0x4a, 0x44, 0xb3, 0x0b, 0xd9, 0x44, 0x25, 0x96,
+ 0xbc, 0xeb, 0xf2, 0x2f, 0xef, 0x07, 0x4b, 0x2c, 0x0d, 0xed, 0x39, 0x7c,
+ 0xcd, 0xb6, 0xb3, 0x19, 0xbc, 0x26, 0xc8, 0x26, 0x25, 0xfe, 0xd1, 0xd1,
+ 0x9e, 0x9e, 0xe0, 0xb3, 0xb8, 0xe7, 0x7d, 0xfa, 0xba, 0x0e, 0x99, 0xfb,
+ 0x5f, 0xc2, 0xab, 0x82, 0xe7, 0xea, 0x3c, 0xc6, 0x22, 0xc6, 0x1c, 0x20,
+ 0xcd, 0xd1, 0x26, 0x56, 0xbf, 0x79, 0x9e, 0x15, 0x6b, 0x66, 0x7e, 0x94,
+ 0xee, 0xa5, 0x81, 0x78, 0xa0, 0x07, 0x75, 0x8e, 0xab, 0x9f, 0x0b, 0x1f,
+ 0x61, 0xb7, 0xe6, 0x91, 0x7d, 0x2c, 0x55, 0x2e, 0x85, 0xf0, 0xfb, 0x0d,
+ 0x55, 0x1c, 0x07, 0x50, 0xb3, 0x40, 0xf4, 0x61, 0xcd, 0x65, 0x44, 0xfb,
+ 0x0d, 0xb1, 0x0a, 0x1d, 0x54, 0x2a, 0xba, 0x7a, 0x31, 0xf8, 0xdc, 0xe3,
+ 0xbf, 0x45, 0x61, 0xfa, 0x2b, 0x28, 0xfa, 0xb5, 0xa6, 0x5a, 0x5f, 0xb7,
+ 0xa9, 0x13, 0xe7, 0x1c, 0x03, 0x16, 0x1e, 0x6b, 0x59, 0x3f, 0xce, 0x6e,
+ 0x48, 0x89, 0x48, 0xc0, 0x0b, 0x78, 0x6a, 0x00, 0xc5, 0x82, 0x9f, 0x17,
+ 0x4f, 0xd8, 0xc1, 0x77, 0x40, 0x2d, 0xdd, 0x65, 0xf2, 0xa1, 0xc8, 0xa4,
+ 0x4b, 0xd0, 0x2f, 0x76, 0x2c, 0x86, 0xe7, 0x96, 0x65, 0x42, 0xc9, 0xdb,
+ 0x2b, 0x90, 0x81, 0x27, 0xf7, 0x34, 0x71, 0xa8, 0xcf, 0xcd, 0x58, 0x31,
+ 0x55, 0xc4, 0x73, 0x21, 0x0e, 0xf5, 0x13, 0x54, 0xf1, 0xf1, 0xda, 0x6d,
+ 0xad, 0xc7, 0x67, 0xe5, 0xa4, 0xad, 0xf4, 0xd8, 0x48, 0xab, 0xc3, 0xd1,
+ 0xe1, 0xdb, 0x60, 0x8a, 0x88, 0x20, 0xd5, 0x21, 0xbb, 0x26, 0x7a, 0x50,
+ 0xea, 0xae, 0x83, 0xa2, 0x1a, 0xa9, 0x6a, 0x98, 0xe6, 0x7b, 0x5c, 0x3a,
+ 0x86, 0x0f, 0xfd, 0x18, 0xa2, 0xa2, 0xf2, 0x57, 0x41, 0xc3, 0xd7, 0xba,
+ 0x8e, 0xa2, 0x0d, 0xa2, 0x1e, 0x27, 0xeb, 0x43, 0xcd, 0x6b, 0x96, 0xff,
+ 0x97, 0x86, 0x51, 0x2a, 0xd4, 0xe8, 0xa2, 0xdd, 0xa5, 0xf1, 0xc6, 0xce,
+ 0x28, 0x7f, 0xa1, 0x2d, 0xb7, 0x44, 0xdb, 0x49, 0xec, 0x92, 0x59, 0xc7,
+ 0x00, 0xe7, 0xb0, 0xa5, 0xed, 0x6c, 0xe8, 0xdc, 0x32, 0x3f, 0x60, 0xa1,
+ 0xa5, 0x3c, 0x38, 0xec, 0xd7, 0x69, 0x2d, 0x26, 0x05, 0x8f, 0x1e, 0xa9,
+ 0x08, 0x82, 0x77, 0xa5, 0xd0, 0x8b, 0x01, 0xaf, 0x1c, 0x98, 0xe4, 0xb3,
+ 0x1b, 0xd3, 0x83, 0x68, 0xdd, 0x82, 0x19, 0xda, 0xea, 0x53, 0x6a, 0x5f,
+ 0x17, 0xdb, 0x79, 0x95, 0x5e, 0xc5, 0xd9, 0xa4, 0xbf, 0x1c, 0xd9, 0xb8,
+ 0xea, 0x9a, 0x9f, 0xa2, 0xcb, 0x7d, 0xc8, 0x9b, 0x9d, 0x17, 0xbc, 0x28,
+ 0x0b, 0x19, 0x0b, 0xb2, 0x8b, 0xfe, 0x6c, 0x10, 0x48, 0xb3, 0xe8, 0x95,
+ 0x9b, 0x3c, 0xc4, 0x01, 0x11, 0xdb, 0xd9, 0xc8, 0x32, 0xec, 0xbf, 0x96,
+ 0xba, 0x8e, 0xfe, 0x30, 0x4b, 0x31, 0x02, 0xc2, 0x60, 0x4d, 0x0f, 0x12,
+ 0x95, 0x0b, 0x44, 0x0c, 0x79, 0xdb, 0x0d, 0x8b, 0xe3, 0x0b, 0x95, 0x60,
+ 0xff, 0xdb, 0xcb, 0x96, 0x6c, 0xe1, 0xbf, 0x90, 0x16, 0xa9, 0x73, 0x35,
+ 0xb9, 0x1c, 0xb4, 0x91, 0x96, 0x68, 0x03, 0x7a, 0xde, 0x72, 0x65, 0x04,
+ 0x26, 0x22, 0x7e, 0x2f, 0xb3, 0x76, 0x75, 0x4a, 0x1e, 0xa6, 0xd4, 0x17,
+ 0x5a, 0x4c, 0x10, 0x29, 0xa4, 0xc9, 0x58, 0x14, 0x94, 0x6b, 0xd7, 0x40,
+ 0xd6, 0x10, 0xc8, 0x31, 0x51, 0x20, 0xda, 0xf3, 0xfc, 0x37, 0xd8, 0xe4,
+ 0x16, 0x06, 0x8f, 0x40, 0xb9, 0x6b, 0x17, 0xe9, 0xe4, 0xc4, 0xc1, 0xa6,
+ 0x59, 0xc5, 0xb3, 0xea, 0xbc, 0xb0, 0xbc, 0x02, 0x5a, 0x49, 0x85, 0x9b,
+ 0x1b, 0x71, 0xde, 0x54, 0x9f, 0xd6, 0x6b, 0xec, 0xcd, 0xfe, 0x3a, 0xaf,
+ 0xb8, 0xc9, 0x63, 0xa6, 0x66, 0x0b, 0x1b, 0x58, 0x28, 0xee, 0x13, 0x17,
+ 0xc2, 0x8d, 0x52, 0x17, 0x23, 0x31, 0xfc, 0xb3, 0x7b, 0x49, 0xd0, 0x98,
+ 0x56, 0x25, 0x77, 0x2e, 0x31, 0xe9, 0x4d, 0xc2, 0xd0, 0x25, 0x7c, 0xb6,
+ 0xe0, 0x2b, 0x2c, 0xdf, 0xda, 0x37, 0x67, 0xed, 0x0e, 0x51, 0x9b, 0xc0,
+ 0x19, 0xbe, 0x2a, 0x44, 0x8b, 0x44, 0xea, 0x5e, 0xfc, 0xb8, 0xd0, 0xfc,
+ 0x19, 0xe7, 0x5d, 0xeb, 0x13, 0xef, 0x8c, 0x0e, 0xda, 0x3b, 0x82, 0x02,
+ 0xb8, 0xfb, 0x58, 0x94, 0xfe, 0x2b, 0x17, 0x00, 0xa0, 0x27, 0x38, 0x0c,
+ 0x36, 0x69, 0x1d, 0x34, 0x57, 0x42, 0x4c, 0xe2, 0x19, 0x0f, 0xab, 0x69,
+ 0x10, 0x31, 0x9d, 0x88, 0x68, 0xae, 0xbb, 0x83, 0xe7, 0xb5, 0x69, 0xe3,
+ 0xf1, 0xd6, 0xc0, 0x2d, 0x90, 0x89, 0x7e, 0xe2, 0x57, 0xf3, 0xa9, 0x2e,
+ 0xfc, 0x2d, 0x11, 0xdf, 0x15, 0x32, 0xf3, 0xdd, 0x3f, 0xad, 0x26, 0xdf,
+ 0xa1, 0x1c, 0xcb, 0x88, 0xf1, 0x49, 0x5d, 0x8f, 0xa5, 0xb0, 0xbe, 0x5b,
+ 0xa8, 0x9e, 0x0c, 0xd5, 0xad, 0x02, 0x90, 0x2a, 0xdd, 0x2a, 0xbd, 0xec,
+ 0xf2, 0xba, 0xc8, 0x46, 0xa1, 0x27, 0x08, 0xa8, 0xea, 0x2f, 0xde, 0xee,
+ 0x1d, 0xd5, 0xef, 0x18, 0x11, 0xd4, 0xe5, 0xae, 0xbc, 0x0a, 0xc6, 0x19,
+ 0x1f, 0xe3, 0xe3, 0x28, 0x13, 0x20, 0xca, 0xbe, 0xc6, 0xf9, 0xf7, 0xdd,
+ 0xd0, 0xe6, 0xad, 0xe9, 0xf3, 0x16, 0xe3, 0xb6, 0x07, 0x07, 0xd8, 0x06,
+ 0xea, 0xee, 0xd2, 0x04, 0xd6, 0x21, 0x2e, 0xb7, 0xc6, 0x0e, 0xe1, 0xd7,
+ 0xd6, 0xb8, 0xc2, 0x2f, 0xed, 0xf8, 0x20, 0xd7, 0xd7, 0xfc, 0xf9, 0xe8,
+ 0x1e, 0xdf, 0x93, 0x1d, 0x1e, 0xcc, 0xdb, 0x20, 0xb3, 0x3e, 0xc8, 0xe4,
+ 0x04, 0xd8, 0xe0, 0x37, 0x07, 0xf8, 0xd3, 0x06, 0xb0, 0x29, 0xfb, 0x09,
+ 0x06, 0xd4, 0xd3, 0x2d, 0x0a, 0xd8, 0x11, 0x30, 0xb7, 0x06, 0xf1, 0xfa,
+ 0xe0, 0x07, 0xdf, 0x35, 0xd8, 0x28, 0xbd, 0x1f, 0xfe, 0x14, 0xb8, 0xc2,
+ 0x1d, 0x17, 0xc2, 0x53, 0x1e, 0x26, 0x0a, 0xf9, 0xb3, 0x33, 0xbc, 0x18,
+ 0x24, 0xe0, 0xad, 0x5e, 0xc4, 0x16, 0xc8, 0x13, 0xf9, 0x2f, 0x0a, 0xca,
+ 0xbe, 0xd0, 0xdf, 0x28, 0x26, 0xea, 0xd8, 0x17, 0xf6, 0x60, 0x12, 0x25,
+ 0xfb, 0x1a, 0xdc, 0x20, 0xce, 0x1f, 0xd9, 0x24, 0xaa, 0x60, 0xfb, 0xeb,
+ 0xd9, 0xfb, 0xdd, 0x56, 0xfc, 0x07, 0xfa, 0x19, 0xfc, 0x69, 0xfa, 0xda,
+ 0xef, 0x02, 0x00, 0x1b, 0x09, 0x28, 0xdb, 0xe0, 0x03, 0x59, 0xe0, 0x02,
+ 0xf6, 0x12, 0xf2, 0x2e, 0xfc, 0x22, 0xc6, 0x25, 0xe1, 0x56, 0xf8, 0x1c,
+ 0x12, 0x24, 0x0b, 0x61, 0x01, 0xeb, 0xee, 0x3b, 0xe5, 0x41, 0x2c, 0xe7,
+ 0x11, 0xe6, 0x06, 0x23, 0x02, 0xc4, 0xc8, 0xf4, 0xb9, 0x7f, 0x2e, 0xc3,
+ 0xd6, 0x18, 0x19, 0x55, 0xf6, 0xd1, 0xc1, 0x07, 0x06, 0x2c, 0x00, 0xd9,
+ 0xba, 0xf3, 0xca, 0x71, 0x09, 0xd1, 0xcc, 0x01, 0x23, 0x6b, 0x09, 0xdf,
+ 0xc6, 0x1d, 0x32, 0x43, 0x2a, 0x00, 0xe6, 0x3a, 0x1b, 0x7f, 0x1c, 0x06,
+ 0xdd, 0xe8, 0xd3, 0x3e, 0x24, 0xf9, 0x07, 0x26, 0x2b, 0x58, 0xd2, 0x1c,
+ 0xc2, 0xd9, 0x36, 0x72, 0xf0, 0x0d, 0x10, 0xdc, 0xd3, 0x1a, 0xc3, 0xbd,
+ 0x08, 0xd7, 0x3c, 0x22, 0x14, 0xd1, 0xf5, 0xc9, 0x1d, 0x52, 0xf0, 0x1d,
+ 0xe7, 0x22, 0x32, 0x3e, 0x00, 0x15, 0xd2, 0x29, 0xdf, 0x51, 0xd8, 0x08,
+ 0xbc, 0x2d, 0x18, 0x6f, 0x1d, 0x1d, 0x21, 0xf3, 0xfe, 0x65, 0x06, 0x1c,
+ 0xc0, 0x21, 0xe6, 0x1d, 0x03, 0xed, 0xf2, 0x1c, 0x01, 0x32, 0x11, 0x1f,
+ 0xfe, 0x13, 0x41, 0x62, 0x1a, 0x1c, 0x11, 0x06, 0x30, 0x52, 0x15, 0x19,
+ 0xbb, 0xf2, 0x2a, 0x55, 0xc5, 0xd3, 0xd1, 0xcf, 0xf6, 0x4f, 0xd3, 0xfb,
+ 0xce, 0x1b, 0x3f, 0x76, 0xea, 0xd3, 0x24, 0xd1, 0x34, 0x3f, 0xc5, 0xc8,
+ 0x0f, 0x1d, 0xf8, 0x76, 0xd2, 0x20, 0xd5, 0x08, 0x42, 0x57, 0xdd, 0xc1,
+ 0xfa, 0xfb, 0x14, 0x31, 0xdd, 0xde, 0x02, 0xf2, 0xde, 0x3f, 0xcb, 0xdb,
+ 0xcd, 0x0c, 0x15, 0x54, 0xef, 0xfe, 0x27, 0xea, 0x3c, 0x24, 0xc3, 0x17,
+ 0xdc, 0xd3, 0x0f, 0x0e, 0x10, 0x01, 0x08, 0xc1, 0xf4, 0x5b, 0xad, 0xea,
+ 0xb9, 0xbe, 0x19, 0x28, 0xc4, 0xfe, 0xbb, 0xfa, 0x18, 0x29, 0xe3, 0xf1,
+ 0xf3, 0x0d, 0xec, 0x1c, 0xc4, 0xc5, 0xe2, 0x27, 0x41, 0x4a, 0xe1, 0xe8,
+ 0xf1, 0x0c, 0xef, 0x4c, 0xf0, 0x28, 0xc9, 0xbc, 0x16, 0x73, 0x05, 0xf9,
+ 0xe3, 0xef, 0x3b, 0x7b, 0x0f, 0xec, 0xe4, 0xdb, 0x01, 0x3f, 0xf5, 0x14,
+ 0xbe, 0xd6, 0xfe, 0x72, 0xbb, 0xe8, 0x16, 0xd4, 0x41, 0x22, 0xed, 0xfa,
+ 0x1a, 0xd2, 0x0a, 0x3d, 0x0d, 0xe2, 0xec, 0xf3, 0xf4, 0x43, 0xb7, 0x12,
+ 0xcc, 0xcf, 0x35, 0x5e, 0xf3, 0x2b, 0x1a, 0xe3, 0x2f, 0x37, 0xc4, 0xe3,
+ 0xd0, 0x05, 0xfb, 0x33, 0xd7, 0xf0, 0x25, 0xc9, 0x3d, 0x07, 0xc7, 0x2d,
+ 0x23, 0x1d, 0xd4, 0x4a, 0xce, 0xbb, 0xbd, 0xc9, 0x36, 0x5b, 0xb9, 0x25,
+ 0xc9, 0x25, 0x33, 0x0e, 0x07, 0xd1, 0x01, 0x0d, 0x12, 0x6a, 0xd5, 0xe1,
+ 0xff, 0xc3, 0x3b, 0x00, 0xd4, 0xec, 0xf1, 0xd9, 0x35, 0x2f, 0xfd, 0x0c,
+ 0x0a, 0xf1, 0x3e, 0x36, 0xfe, 0xdd, 0xe8, 0x25, 0x11, 0x4f, 0x23, 0x1b,
+ 0xbd, 0xf0, 0x50, 0x02, 0xbd, 0xd3, 0x1d, 0xe1, 0x13, 0x40, 0x18, 0xd8,
+ 0xd8, 0xf7, 0x2a, 0x34, 0x21, 0x18, 0x0d, 0xd8, 0xf0, 0x6d, 0xf4, 0x01,
+ 0xdd, 0xe2, 0xf0, 0x67, 0xd5, 0x0f, 0xff, 0xef, 0x35, 0x6c, 0x07, 0xe8,
+ 0xdb, 0xf5, 0x49, 0x26, 0xe0, 0x0e, 0x2a, 0x00, 0x19, 0x5d, 0xfb, 0x19,
+ 0x20, 0x12, 0x3c, 0x34, 0xed, 0xc8, 0x09, 0x19, 0x31, 0x36, 0x23, 0x0a,
+ 0xeb, 0x12, 0xf3, 0x3d, 0x2e, 0xce, 0xdd, 0xe1, 0x38, 0x23, 0x22, 0xbe,
+ 0xf2, 0xff, 0x28, 0x63, 0x0c, 0xea, 0xe2, 0xb5, 0x0b, 0x67, 0xe6, 0xf0,
+ 0x10, 0xae, 0xcc, 0x4d, 0x10, 0xe4, 0x28, 0xb4, 0x19, 0x3c, 0x00, 0x1b,
+ 0xea, 0xb2, 0xe8, 0x78, 0xfd, 0xf5, 0x16, 0x10, 0xee, 0x51, 0xd4, 0x2a,
+ 0x3e, 0x01, 0xfc, 0x4c, 0x1d, 0x0c, 0x2b, 0xe0, 0x1d, 0x62, 0xfa, 0x13,
+ 0x30, 0xf6, 0xc6, 0xfa, 0xfc, 0x1d, 0x05, 0xe3, 0x14, 0x02, 0xd0, 0x19,
+ 0x21, 0xdf, 0xc6, 0x03, 0xf0, 0xc1, 0x2d, 0x12, 0xa6, 0xfc, 0xc0, 0xf0,
+ 0xe7, 0xee, 0xc8, 0xe5, 0x35, 0x6a, 0x73, 0x0e, 0x4f, 0x46, 0xaf, 0x2c,
+ 0xc6, 0x8d, 0xd4, 0x54, 0x18, 0xbb, 0x5d, 0xee, 0xdc, 0xd8, 0xa8, 0xdb,
+ 0x2a, 0x08, 0x23, 0x2b, 0x31, 0x90, 0xe0, 0x57, 0xc5, 0x69, 0x00, 0xf6,
+ 0xea, 0x86, 0x88, 0xa9, 0x0e, 0x7b, 0xe8, 0xd0, 0x64, 0x1f, 0xe8, 0x5f,
+ 0x51, 0xf2, 0xa1, 0x4c, 0x47, 0x53, 0x37, 0x25, 0xe3, 0xf4, 0x40, 0x41,
+ 0xfe, 0xae, 0x3a, 0xa4, 0x45, 0x99, 0xf1, 0xd6, 0x60, 0x6c, 0x45, 0x10,
+ 0xc6, 0x2d, 0xd9, 0x9c, 0xa5, 0x82, 0xa3, 0x78, 0x9e, 0x0f, 0x65, 0xd8,
+ 0x87, 0x62, 0x68, 0xe1, 0xc4, 0xd9, 0x8a, 0x8e, 0x66, 0x2d, 0xc1, 0x2d,
+ 0xee, 0x45, 0xbd, 0xf4, 0xbe, 0xf3, 0x4a, 0x5b, 0x83, 0x82, 0x2e, 0x65,
+ 0x3a, 0xc9, 0xbc, 0xec, 0xc2, 0x46, 0x57, 0xa0, 0xa1, 0x96, 0x52, 0x98,
+ 0x86, 0xdc, 0x88, 0x0e, 0x07, 0x69, 0x1b, 0x18, 0xfd, 0x9d, 0xeb, 0x81,
+ 0xd8, 0x49, 0xda, 0xd6, 0xb1, 0x52, 0x85, 0x11, 0xbc, 0xf6, 0x47, 0x90,
+ 0x76, 0xfb, 0x0e, 0x2e, 0x17, 0x5f, 0xac, 0x56, 0x66, 0x2a, 0x50, 0x60,
+ 0xa3, 0x49, 0x11, 0x7c, 0x2c, 0x7f, 0x6f, 0x59, 0x63, 0xe0, 0xa2, 0x49,
+ 0xb7, 0xf7, 0x2f, 0x82, 0xa3, 0x4e, 0x1d, 0x9a, 0xb3, 0x22, 0x0e, 0xf4,
+ 0x89, 0x85, 0xca, 0x36, 0x25, 0x03, 0x5d, 0xae, 0x0b, 0x24, 0x01, 0x1d,
+ 0x19, 0xf6, 0xbc, 0x86, 0xd9, 0x69, 0x87, 0xcc, 0x15, 0x16, 0x30, 0x4e,
+ 0xca, 0xd4, 0x01, 0x24, 0x79, 0x29, 0x20, 0xc8, 0xac, 0x70, 0x6b, 0x84,
+ 0x9a, 0x58, 0x9f, 0x43, 0xf5, 0x45, 0x71, 0x53, 0xe0, 0xb2, 0x47, 0x9c,
+ 0x17, 0x44, 0x39, 0x89, 0xf5, 0x5c, 0x04, 0x97, 0x9d, 0x62, 0xb1, 0x4c,
+ 0xc7, 0xf1, 0x61, 0xcb, 0x89, 0x1a, 0x7e, 0xd2, 0xbe, 0x0f, 0xe0, 0xdc,
+ 0x7f, 0xdb, 0x0f, 0x1d, 0x75, 0xe9, 0xdf, 0x91, 0xaf, 0x90, 0x52, 0x07,
+ 0x23, 0x5e, 0x92, 0x95, 0x3c, 0x1f, 0x1f, 0xa8, 0x89, 0x86, 0x49, 0x93,
+ 0x94, 0x82, 0x6b, 0xb2, 0xcf, 0x0b, 0xa9, 0x10, 0x86, 0x63, 0xbd, 0x82,
+ 0x79, 0x2a, 0x6f, 0x7b, 0xd6, 0x43, 0xb8, 0x45, 0x4d, 0x37, 0xe8, 0x44,
+ 0xe4, 0x6a, 0xcd, 0xcd, 0x5d, 0xd8, 0x7c, 0xc0, 0xd9, 0xbe, 0x25, 0x8a,
+ 0xba, 0xe7, 0x8c, 0x3a, 0xed, 0x6b, 0xf0, 0x06, 0xeb, 0x40, 0x8d, 0xfa,
+ 0x72, 0xbc, 0xed, 0x6c, 0x8f, 0xe6, 0xd2, 0xc8, 0x93, 0xa6, 0x5a, 0xb8,
+ 0xf4, 0xe9, 0x0c, 0xa9, 0x1c, 0xe0, 0x2a, 0x1c, 0x38, 0x8e, 0x4e, 0x30,
+ 0x87, 0x4b, 0x4c, 0xfc, 0x4c, 0x65, 0x1b, 0x8f, 0xba, 0x1b, 0x41, 0xd2,
+ 0xd9, 0xbd, 0x6d, 0x4b, 0x45, 0x1c, 0x51, 0x91, 0x58, 0xfc, 0x73, 0x5f,
+ 0xcf, 0xde, 0xd3, 0xc3, 0xfa, 0x91, 0xfd, 0x27, 0x6f, 0x91, 0x4a, 0x17,
+ 0x29, 0xb4, 0x58, 0x5a, 0x81, 0x7e, 0xba, 0xa0, 0x23, 0xb1, 0x38, 0xb3,
+ 0x5c, 0x3d, 0xd0, 0xb2, 0x52, 0xca, 0x71, 0xc2, 0xd9, 0x8e, 0x2b, 0x7b,
+ 0xe3, 0x3c, 0x33, 0xf1, 0x8d, 0xa4, 0xec, 0xf0, 0x0a, 0x88, 0x6f, 0x56,
+ 0xcf, 0xdd, 0x88, 0x7d, 0xde, 0x35, 0xe0, 0x68, 0x40, 0xd7, 0xd8, 0xc8,
+ 0xee, 0x5d, 0xaa, 0x2b, 0x4a, 0xbe, 0x8e, 0x02, 0x00, 0xb0, 0xc0, 0xcf,
+ 0x9e, 0xed, 0x52, 0x96, 0xc3, 0x71, 0xe5, 0x2c, 0xaa, 0x72, 0xe6, 0x11,
+ 0x3c, 0x63, 0xc7, 0x2b, 0x8b, 0x98, 0x5e, 0x49, 0x64, 0x62, 0xdd, 0xf5,
+ 0xfd, 0x71, 0x10, 0x32, 0xa4, 0x13, 0xe6, 0x2f, 0x9c, 0x3d, 0x72, 0xd6,
+ 0xec, 0x54, 0xc1, 0xe6, 0x29, 0x87, 0x19, 0xe8, 0xbe, 0x48, 0x4a, 0x09,
+ 0xa8, 0x38, 0xc4, 0xcd, 0x3b, 0x3b, 0x96, 0x38, 0x26, 0xe9, 0x7a, 0x3c,
+ 0x07, 0x55, 0xb1, 0x3d, 0x8f, 0xc5, 0x3a, 0x51, 0x7a, 0xfc, 0x6f, 0xd4,
+ 0xd7, 0x67, 0xea, 0xd1, 0xcd, 0x1a, 0xd7, 0x92, 0x3f, 0x29, 0x99, 0x9a,
+ 0x6a, 0xcd, 0x25, 0x97, 0xbf, 0x5c, 0x0b, 0x61, 0xc1, 0xba, 0x13, 0x1f,
+ 0xb4, 0x58, 0xa6, 0xae, 0x07, 0x01, 0xb8, 0x75, 0x37, 0xd1, 0x93, 0xb3,
+ 0x3f, 0x95, 0x00, 0x67, 0xfd, 0x31, 0x3e, 0x99, 0x19, 0x82, 0x06, 0x1a,
+ 0x70, 0xaa, 0x05, 0x4d, 0x9a, 0x97, 0xbb, 0x98, 0x7e, 0x65, 0xb2, 0x96,
+ 0xa4, 0xfd, 0xf1, 0x25, 0x03, 0xb6, 0xd4, 0x4e, 0x0b, 0x9d, 0x64, 0x20,
+ 0x58, 0x04, 0x0d, 0xb9, 0x21, 0x24, 0x78, 0x9f, 0xf6, 0xba, 0x04, 0xbd,
+ 0x16, 0x36, 0x4c, 0x06, 0xb1, 0xe8, 0x52, 0xe6, 0xf5, 0xa0, 0x38, 0x49,
+ 0x91, 0x14, 0xec, 0x14, 0xb0, 0xd5, 0xa3, 0x59, 0xb3, 0x07, 0x99, 0x26,
+ 0x3b, 0xf3, 0x33, 0x4d, 0xfd, 0x1e, 0x1e, 0x4f, 0x63, 0x32, 0x8b, 0x1f,
+ 0x49, 0x93, 0xad, 0x98, 0x62, 0x10, 0xe5, 0x1c, 0x5f, 0xe6, 0xee, 0xa6,
+ 0x4c, 0xff, 0x7b, 0x70, 0x9b, 0x57, 0x02, 0x4a, 0x20, 0x39, 0x5d, 0xbf,
+ 0x59, 0xac, 0xea, 0x03, 0xd2, 0x2e, 0xb3, 0x3c, 0xca, 0xb2, 0x99, 0xdd,
+ 0x67, 0xe7, 0xfd, 0x53, 0x93, 0x0f, 0xbb, 0x82, 0x0c, 0x2a, 0xf4, 0x9a,
+ 0x93, 0x2b, 0x88, 0x62, 0xf3, 0x60, 0x78, 0xec, 0xca, 0x1c, 0xc8, 0x9c,
+ 0x6f, 0x2b, 0x4d, 0x66, 0x38, 0x64, 0xbd, 0xf0, 0xf3, 0x11, 0xf0, 0xe8,
+ 0x78, 0xa4, 0x0c, 0xcb, 0xe9, 0x74, 0x74, 0x1a, 0x13, 0x76, 0xe0, 0xdc,
+ 0xd0, 0xd2, 0xe0, 0x4f, 0xa1, 0xf3, 0x19, 0xf7, 0x1d, 0x6a, 0xe3, 0xea,
+ 0xc4, 0xd3, 0xca, 0x2b, 0xbc, 0x26, 0xe1, 0xe9, 0xd8, 0x42, 0x02, 0x14,
+ 0x19, 0xe0, 0xc9, 0x57, 0xf7, 0x12, 0x21, 0x03, 0xde, 0x23, 0xc1, 0xe3,
+ 0x23, 0xee, 0xdd, 0x16, 0xb1, 0x19, 0x08, 0xe2, 0xce, 0x5c, 0xbb, 0x12,
+ 0xe7, 0xc0, 0xd9, 0x00, 0xde, 0xe8, 0x17, 0xc1, 0x2f, 0x60, 0xee, 0xdb,
+ 0x21, 0xe0, 0xf5, 0xfe, 0x03, 0x02, 0x17, 0xe3, 0x06, 0x3c, 0xe0, 0xc6,
+ 0x09, 0xe8, 0xf0, 0x5d, 0xf8, 0xd7, 0xf3, 0xde, 0xe5, 0x30, 0xf7, 0xd4,
+ 0xdd, 0xdb, 0x2a, 0x32, 0x01, 0xed, 0x13, 0xe1, 0xe2, 0x47, 0x0c, 0x19,
+ 0xeb, 0x00, 0x19, 0x10, 0xb8, 0x0d, 0xde, 0xda, 0xe7, 0x5f, 0xd1, 0x06,
+ 0x09, 0xce, 0x20, 0x5a, 0x00, 0x12, 0xd6, 0xe5, 0xed, 0x1e, 0x12, 0xf7,
+ 0xea, 0x04, 0x03, 0x17, 0x0d, 0xe3, 0x02, 0xf9, 0xf9, 0x2c, 0xc9, 0x1e,
+ 0x1f, 0x08, 0x07, 0x4e, 0xb3, 0x10, 0x06, 0xf4, 0xe9, 0x57, 0x03, 0x07,
+ 0xd9, 0x03, 0xe1, 0x2c, 0xfb, 0x08, 0x13, 0x25, 0xdf, 0x4a, 0xf8, 0xea,
+ 0xce, 0x07, 0xe5, 0x58, 0xe9, 0xcd, 0xcf, 0xf3, 0x18, 0x33, 0x00, 0x06,
+ 0x20, 0xce, 0xd8, 0x2e, 0xb8, 0x25, 0xe1, 0x02, 0x01, 0x63, 0xf6, 0xc9,
+ 0x01, 0x0f, 0xdd, 0x6d, 0xca, 0x1a, 0xfc, 0xee, 0x07, 0x56, 0xc5, 0xe7,
+ 0x14, 0xfe, 0x0e, 0x75, 0xff, 0xd5, 0x24, 0x1c, 0x2c, 0x36, 0xe8, 0xe0,
+ 0xde, 0xf0, 0x2b, 0x4a, 0xe2, 0xcb, 0xee, 0xda, 0xd4, 0x79, 0xc8, 0x19,
+ 0x13, 0x1c, 0xcf, 0x36, 0xe6, 0xd3, 0x19, 0xfd, 0x20, 0x3a, 0xcb, 0x19,
+ 0x08, 0xd8, 0xeb, 0x6a, 0xd6, 0xde, 0x07, 0xe8, 0x07, 0x4a, 0x08, 0x0b,
+ 0x05, 0x21, 0x03, 0x63, 0x0a, 0x26, 0xcc, 0x30, 0x31, 0x52, 0xf3, 0xe7,
+ 0x04, 0x10, 0xeb, 0x68, 0xbf, 0xe3, 0x01, 0xea, 0x22, 0x65, 0xd2, 0x0c,
+ 0xce, 0xd4, 0xfb, 0x67, 0xa9, 0x03, 0xff, 0x1f, 0x30, 0x6d, 0xc5, 0xf9,
+ 0xcc, 0xe8, 0x0b, 0x78, 0xc8, 0x07, 0x26, 0xce, 0x02, 0x55, 0xa7, 0xde,
+ 0xf5, 0x06, 0xfe, 0x76, 0xfb, 0xe1, 0x24, 0x0c, 0x1b, 0x5a, 0xfb, 0xe9,
+ 0x0e, 0xf1, 0x29, 0x2c, 0xa6, 0x09, 0x26, 0xf9, 0x22, 0x3a, 0xb4, 0xdd,
+ 0x09, 0x2c, 0xf4, 0x7e, 0xd9, 0x1a, 0xfb, 0xe8, 0xe2, 0x7d, 0xa0, 0xe2,
+ 0xca, 0xf3, 0x2e, 0x51, 0xf6, 0xdd, 0xf2, 0xe0, 0xf2, 0x72, 0xf9, 0x07,
+ 0x10, 0xdb, 0x0c, 0x7f, 0xf0, 0x0f, 0xde, 0x08, 0xf1, 0x47, 0xd4, 0x04,
+ 0xce, 0x28, 0xd3, 0x5e, 0xd5, 0xde, 0x04, 0xeb, 0x22, 0x53, 0xb7, 0x0f,
+ 0xfc, 0x00, 0x14, 0x2e, 0xf6, 0xd2, 0xed, 0x1f, 0x2b, 0x6f, 0xfc, 0xcc,
+ 0x0d, 0xe9, 0x1c, 0x4a, 0xa4, 0x02, 0x04, 0xdf, 0x25, 0x5f, 0xc7, 0xea,
+ 0x11, 0x12, 0x24, 0x44, 0xd0, 0xd4, 0xf7, 0xf6, 0xd9, 0x47, 0x9e, 0xd6,
+ 0xf0, 0x02, 0x04, 0x79, 0xd1, 0x22, 0xc8, 0x13, 0xec, 0x19, 0xca, 0xc7,
+ 0x1b, 0xc4, 0x02, 0x47, 0xfc, 0xd9, 0x06, 0xbe, 0x25, 0x6b, 0xbb, 0x1c,
+ 0xd0, 0x02, 0x18, 0x23, 0xc0, 0xe8, 0xe0, 0xca, 0x0b, 0x65, 0x9e, 0xd9,
+ 0x0d, 0x06, 0xf6, 0x2d, 0xd4, 0x06, 0xc0, 0xd5, 0x2e, 0x50, 0xc4, 0xee,
+ 0xd0, 0xc9, 0xf6, 0x49, 0xe1, 0xf3, 0x0d, 0xeb, 0x2f, 0x49, 0x00, 0x16,
+ 0xce, 0x0e, 0xe1, 0x5e, 0xcc, 0xf1, 0x03, 0xca, 0x06, 0x3f, 0xb2, 0xf3,
+ 0x25, 0xe6, 0xeb, 0x3d, 0xc4, 0xde, 0x11, 0x20, 0xe0, 0x54, 0xb7, 0x09,
+ 0x13, 0xda, 0x14, 0x43, 0xe3, 0xf5, 0xdc, 0x10, 0x00, 0x0b, 0xe0, 0xdb,
+ 0xf5, 0x0e, 0x25, 0x32, 0xca, 0x08, 0x00, 0xf1, 0xf5, 0x22, 0xf0, 0x24,
+ 0x15, 0x0c, 0xf8, 0x10, 0xc4, 0x18, 0xe5, 0x1e, 0xe4, 0x50, 0xd8, 0xc9,
+ 0xc1, 0xc4, 0x2b, 0x03, 0xd3, 0x08, 0x01, 0x11, 0x17, 0x5a, 0xdd, 0x1c,
+ 0x1d, 0xde, 0x09, 0x41, 0xe8, 0x0b, 0xea, 0x09, 0x01, 0x1d, 0xfb, 0xe0,
+ 0x1e, 0x01, 0xec, 0x38, 0xe6, 0xe4, 0x1b, 0x15, 0x2c, 0x21, 0xfa, 0x25,
+ 0xdf, 0x21, 0x2f, 0x15, 0xc8, 0xea, 0x0d, 0x0c, 0x1c, 0x39, 0xee, 0x20,
+ 0xe8, 0xfb, 0xeb, 0x56, 0xfd, 0x06, 0x09, 0xf4, 0x24, 0x3e, 0xf4, 0xe5,
+ 0xc9, 0x0d, 0x44, 0x32, 0xad, 0xd1, 0xdd, 0x1e, 0x33, 0x37, 0xf5, 0xd2,
+ 0x18, 0xf4, 0x2b, 0x23, 0x02, 0xc9, 0xd3, 0x0e, 0xef, 0x4b, 0xe4, 0xe4,
+ 0x04, 0xf5, 0x2e, 0x28, 0xae, 0x21, 0xfb, 0xd7, 0x0f, 0x2b, 0x05, 0xee,
+ 0x03, 0xe2, 0x19, 0x2b, 0xff, 0xd4, 0x0b, 0xd2, 0xe3, 0x13, 0xc9, 0xde,
+ 0xe9, 0xf0, 0xfe, 0x44, 0xb2, 0x0c, 0xfc, 0xd2, 0xd6, 0x5b, 0xe3, 0x1f,
+ 0x0e, 0x17, 0x1a, 0x4f, 0xc1, 0xfa, 0xee, 0xcf, 0xe7, 0x74, 0xa4, 0x08,
+ 0x27, 0xd0, 0xf7, 0x79, 0x06, 0xcc, 0xea, 0x12, 0x29, 0x65, 0xdd, 0xf2,
+ 0xe5, 0x05, 0x1d, 0x78, 0xd9, 0x17, 0xdf, 0x00, 0xdd, 0x54, 0xbd, 0x1e,
+ 0x14, 0xf5, 0x26, 0x75, 0xb2, 0x1a, 0xdf, 0xc1, 0x07, 0x22, 0xd0, 0xf8,
+ 0x1c, 0xd0, 0xea, 0x42, 0xcb, 0xd0, 0xea, 0xd9, 0xee, 0x70, 0xce, 0x14,
+ 0x01, 0xd9, 0xef, 0x46, 0xde, 0xda, 0xea, 0x15, 0x0d, 0x58, 0xa8, 0xc3,
+ 0x08, 0xc3, 0x40, 0x08, 0xe9, 0x1f, 0xeb, 0x0d, 0x4c, 0xd1, 0xd2, 0xd5,
+ 0xcc, 0x09, 0x16, 0xfa, 0x47, 0x3c, 0xff, 0x10, 0x09, 0xc2, 0x1b, 0xf2,
+ 0x2c, 0x57, 0x1c, 0x20, 0x37, 0x2c, 0xf4, 0x0d, 0x41, 0xe4, 0x26, 0x4a,
+ 0xd3, 0x10, 0x06, 0xf4, 0x16, 0x1d, 0x10, 0x27, 0xea, 0x29, 0xd4, 0xff,
+ 0x34, 0x52, 0xdc, 0xbc, 0xc7, 0xf8, 0xd7, 0x01, 0xfb, 0xc2, 0xd7, 0x4c,
+ 0x12, 0xe5, 0x1e, 0x20, 0x41, 0x35, 0x05, 0x00, 0x30, 0x26, 0xc2, 0xe7,
+ 0x2c, 0x03, 0x25, 0xe5, 0xd4, 0x3a, 0x54, 0xf6, 0xff, 0xf3, 0xd4, 0x1e,
+ 0xeb, 0x14, 0x3a, 0x22, 0xd7, 0x51, 0xf2, 0xd6, 0x56, 0xd0, 0x09, 0x4f,
+ 0x11, 0xf3, 0x60, 0xd8, 0xd1, 0xe1, 0xed, 0xe8, 0x2b, 0x04, 0x22, 0x40,
+ 0x4d, 0x00, 0x53, 0xe2, 0x35, 0xdd, 0x4b, 0xdb, 0xee, 0xe8, 0x07, 0xfe,
+ 0xff, 0x28, 0x0f, 0xee, 0xec, 0xec, 0x24, 0xd8, 0x18, 0xb7, 0x04, 0x40,
+ 0x14, 0x30, 0x12, 0x22, 0x36, 0x10, 0xe9, 0x26, 0x4c, 0xd4, 0xc6, 0x48,
+ 0xf0, 0x09, 0xf5, 0xb1, 0xde, 0x16, 0x3f, 0x0c, 0x53, 0xb8, 0xfc, 0x34,
+ 0x32, 0xdf, 0x00, 0xdc, 0xad, 0x49, 0x48, 0xca, 0x11, 0xad, 0x1b, 0x26,
+ 0x4d, 0x31, 0xdb, 0xd3, 0xff, 0xea, 0xf6, 0xf3, 0x32, 0x99, 0x0d, 0x27,
+ 0x2e, 0xfe, 0xfb, 0xcd, 0xdb, 0x30, 0xf0, 0x23, 0x07, 0xa8, 0xcd, 0x3c,
+ 0xef, 0x1c, 0x10, 0x8e, 0xae, 0x30, 0x08, 0xc6, 0x35, 0xdc, 0xda, 0xfc,
+ 0x4c, 0x26, 0xd3, 0xd9, 0xfd, 0x32, 0x04, 0xf6, 0x23, 0xc8, 0xe1, 0x1a,
+ 0xeb, 0x2b, 0xda, 0xe2, 0xb2, 0x4b, 0xe3, 0xd0, 0x14, 0xe6, 0xc2, 0x25,
+ 0x48, 0x2a, 0xeb, 0xcf, 0x1d, 0xf9, 0x00, 0x2a, 0xea, 0xa2, 0xc8, 0xf1,
+ 0x5e, 0x13, 0xbb, 0xc5, 0xa2, 0x1e, 0x45, 0x01, 0xd8, 0xc6, 0xd2, 0x0b,
+ 0x43, 0xd7, 0xad, 0xd3, 0xb5, 0x24, 0xf0, 0x2a, 0x08, 0xee, 0xb9, 0x08,
+ 0x1d, 0xf9, 0xe5, 0xc7, 0xe2, 0x1d, 0x01, 0xec, 0x11, 0xe1, 0xaf, 0xf9,
+ 0x3f, 0x32, 0x08, 0x93, 0xb5, 0x46, 0x59, 0xd8, 0xe0, 0xd2, 0x01, 0x24,
+ 0xea, 0x33, 0xfc, 0xca, 0xdf, 0x14, 0x4e, 0xc8, 0x92, 0xe7, 0xda, 0x26,
+ 0x2d, 0xd8, 0x91, 0xd3, 0xeb, 0x16, 0x49, 0x11, 0x05, 0x87, 0xd8, 0x2d,
+ 0x33, 0xd2, 0xd4, 0x95, 0xf4, 0x49, 0x53, 0x15, 0xcf, 0xf9, 0xda, 0x09,
+ 0x25, 0x2a, 0xdf, 0xd1, 0xb6, 0xe7, 0xf7, 0xdd, 0x95, 0x03, 0xcf, 0x51,
+ 0x56, 0xd1, 0xb5, 0xdb, 0xb8, 0x38, 0xf1, 0x12, 0x91, 0x99, 0x10, 0xf9,
+ 0x4b, 0x07, 0xf4, 0xa1, 0xca, 0x05, 0x16, 0x44, 0xc2, 0xf9, 0x05, 0xf6,
+ 0xf2, 0xf2, 0xae, 0x9c, 0xcd, 0x4e, 0xe0, 0x32, 0x9c, 0xdd, 0xd1, 0x4f,
+ 0x36, 0xe8, 0xc8, 0x00, 0xf5, 0x1d, 0x12, 0x43, 0xe7, 0xf5, 0xe9, 0x0e,
+ 0x35, 0xd2, 0xa4, 0x0c, 0x2a, 0xfc, 0x2c, 0x08, 0xcc, 0xc8, 0xc2, 0xfd,
+ 0x55, 0x26, 0xef, 0xcd, 0xcf, 0x20, 0x4e, 0x52, 0xce, 0xc2, 0xe6, 0xe4,
+ 0x09, 0x2d, 0x96, 0xad, 0xcb, 0xf0, 0x35, 0x05, 0xcf, 0xa1, 0xcf, 0x2b,
+ 0x2c, 0x47, 0xc6, 0xc1, 0xd9, 0xfa, 0xda, 0x17, 0x9c, 0x99, 0x04, 0x49,
+ 0x31, 0x31, 0xcb, 0xa0, 0xe4, 0xf2, 0x2c, 0x19, 0xb6, 0xde, 0x18, 0xe3,
+ 0x1b, 0xf9, 0xc8, 0xd6, 0x13, 0x0d, 0xe5, 0xdf, 0xa5, 0xd5, 0xc4, 0x15,
+ 0x3e, 0x38, 0xe3, 0x8c, 0xd5, 0x45, 0x01, 0x45, 0xdc, 0xf1, 0xe5, 0x4b,
+ 0x3d, 0x31, 0x91, 0xc9, 0x2d, 0x07, 0xe2, 0xd3, 0xea, 0xe2, 0x1b, 0x10,
+ 0xd7, 0xdb, 0x81, 0x01, 0xf9, 0x56, 0x09, 0x4f, 0xc7, 0x9c, 0x25, 0x4b,
+ 0xd4, 0x51, 0xe2, 0xa3, 0x30, 0x34, 0x0c, 0x2e, 0x04, 0x9b, 0x25, 0x2c,
+ 0x35, 0x2d, 0x97, 0xc9, 0xfc, 0xd5, 0x37, 0xf9, 0xd1, 0xb8, 0x34, 0xf5,
+ 0x22, 0x50, 0x8f, 0xc6, 0xdf, 0xd3, 0xef, 0x08, 0xd6, 0x15, 0xf8, 0xf3,
+ 0x39, 0x02, 0xad, 0x99, 0xe7, 0x05, 0xe8, 0x09, 0xdb, 0xb9, 0xcd, 0xd6,
+ 0x30, 0x06, 0xf0, 0xd6, 0x24, 0xec, 0x07, 0x38, 0xdf, 0xe7, 0xd1, 0x45,
+ 0xf8, 0xfb, 0x98, 0xb0, 0x1f, 0x1d, 0x0a, 0x42, 0xd8, 0xcc, 0x20, 0x43,
+ 0x52, 0x3a, 0xb8, 0xe6, 0xf2, 0x09, 0x42, 0x05, 0x90, 0xd6, 0xe5, 0x49,
+ 0xd4, 0x17, 0xa8, 0xea, 0xd3, 0x02, 0x37, 0x06, 0xd2, 0xbf, 0xd9, 0xf8,
+ 0xf9, 0x4d, 0xd6, 0x04, 0x07, 0xf9, 0x11, 0x08, 0xae, 0x9e, 0x04, 0xff,
+ 0x52, 0x50, 0xa0, 0xb1, 0x24, 0x31, 0x36, 0x4e, 0xbf, 0xe0, 0xd3, 0xe9,
+ 0x13, 0x0f, 0xf4, 0x8c, 0xc6, 0x18, 0xe4, 0x1d, 0xa8, 0x00, 0xb5, 0x34,
+ 0x0e, 0x21, 0xcf, 0xa7, 0xe5, 0x32, 0x28, 0x3b, 0xf0, 0xf3, 0xcd, 0x4a,
+ 0xd1, 0x08, 0xdc, 0xac, 0xd7, 0xf0, 0xec, 0x5b, 0xf4, 0xd7, 0x16, 0xdd,
+ 0x0d, 0x31, 0xd0, 0xae, 0xbe, 0x56, 0x0b, 0x36, 0xb4, 0xc2, 0xb1, 0x25,
+ 0x24, 0xee, 0x10, 0x9d, 0xc1, 0x2d, 0xff, 0x49, 0xe8, 0xd7, 0xcd, 0x26,
+ 0xcf, 0xed, 0xf9, 0xa5, 0xae, 0xf2, 0x1c, 0x38, 0x06, 0x09, 0xf6, 0xfc,
+ 0xe9, 0xfd, 0xe6, 0xb1, 0x03, 0x22, 0x2e, 0xe8, 0xc8, 0xb9, 0xef, 0xfd,
+ 0xed, 0x5c, 0x2e, 0xd1, 0xff, 0x00, 0x02, 0x0b, 0x40, 0x02, 0xfb, 0xde,
+ 0x20, 0x59, 0x2f, 0xaa, 0xcf, 0x0b, 0x27, 0xec, 0xe9, 0xf8, 0x20, 0x26,
+ 0x06, 0xd6, 0xe1, 0xf5, 0x1d, 0xe9, 0xff, 0x08, 0xbf, 0x2c, 0x08, 0x27,
+ 0xf4, 0xdb, 0xc9, 0xed, 0x15, 0xf2, 0x11, 0x00, 0xdb, 0x16, 0xd4, 0x22,
+ 0xec, 0xe5, 0xae, 0x06, 0x0e, 0xf9, 0x1b, 0xdc, 0xeb, 0x1a, 0x1c, 0x03,
+ 0x04, 0xfd, 0xc5, 0x24, 0xf5, 0xfd, 0x04, 0xfc, 0x96, 0xda, 0xed, 0xe1,
+ 0xf2, 0xfb, 0xa6, 0xeb, 0x06, 0x23, 0x05, 0xf2, 0xaf, 0x19, 0xd0, 0xfc,
+ 0x20, 0x27, 0xab, 0x15, 0x02, 0x2c, 0x1a, 0xf5, 0xcf, 0xd5, 0x0f, 0x25,
+ 0x0b, 0x06, 0xb7, 0x16, 0x1c, 0x18, 0x1e, 0xfc, 0x84, 0x19, 0xed, 0x2c,
+ 0x14, 0xe7, 0x96, 0xff, 0xf1, 0x05, 0xf4, 0x04, 0x81, 0x0d, 0x15, 0x2e,
+ 0x18, 0xf7, 0x95, 0x00, 0xe5, 0xeb, 0x03, 0x2a, 0xc4, 0xef, 0xdb, 0xfd,
+ 0x08, 0x00, 0xa4, 0xea, 0xd4, 0xf9, 0x06, 0xfd, 0xb9, 0xed, 0xf4, 0x1b,
+ 0x28, 0x2b, 0xa2, 0x23, 0x06, 0x03, 0x06, 0x2d, 0xc1, 0x1b, 0x10, 0x29,
+ 0x00, 0x2e, 0xcf, 0xf5, 0xef, 0x25, 0xf3, 0x06, 0xa1, 0x15, 0xde, 0x2f,
+ 0x19, 0xf1, 0xc5, 0x2e, 0x28, 0x28, 0xf3, 0x04, 0xc3, 0xf6, 0x0c, 0xe4,
+ 0x26, 0x33, 0xb5, 0x19, 0x06, 0x10, 0x0a, 0x33, 0xa4, 0x1e, 0x25, 0x2c,
+ 0xef, 0x23, 0xb9, 0x10, 0xfb, 0xe2, 0xde, 0x2f, 0xb0, 0x07, 0xeb, 0x2a,
+ 0x00, 0x2c, 0xe0, 0xfd, 0x26, 0x00, 0x0a, 0x30, 0xe1, 0xed, 0x04, 0xef,
+ 0x0f, 0x16, 0xeb, 0x39, 0x03, 0xe4, 0xec, 0x16, 0xee, 0x03, 0x13, 0xfd,
+ 0x14, 0x04, 0xd6, 0x17, 0x15, 0x15, 0xef, 0xf0, 0xeb, 0x05, 0x26, 0x30,
+ 0xee, 0x16, 0xac, 0x20, 0x1b, 0x20, 0x0a, 0x33, 0xc8, 0x2a, 0xe9, 0xe2,
+ 0xf6, 0x1d, 0xb6, 0x20, 0x19, 0x20, 0x14, 0x0a, 0xe7, 0x05, 0xf2, 0x1d,
+ 0xfc, 0x2f, 0xbd, 0x1b, 0x2a, 0x12, 0x25, 0x2b, 0xde, 0x2f, 0x30, 0x0a,
+ 0x00, 0x2e, 0xb6, 0x19, 0x12, 0x03, 0x1a, 0x00, 0xdc, 0x3c, 0x0d, 0x09,
+ 0x0d, 0xf9, 0xbe, 0xf7, 0xf4, 0xf8, 0xe4, 0x1f, 0xdc, 0x05, 0x1b, 0xf2,
+ 0x22, 0xfc, 0xcb, 0x05, 0x24, 0xed, 0x27, 0x0f, 0xf4, 0x40, 0xfb, 0xfa,
+ 0xf9, 0x24, 0xd2, 0x03, 0x27, 0xfa, 0xff, 0x0b, 0xc2, 0x0d, 0x05, 0xfd,
+ 0x11, 0x1b, 0xf1, 0xfc, 0xf4, 0xeb, 0x11, 0xf2, 0xf9, 0x48, 0x28, 0x18,
+ 0xe1, 0xf9, 0xe0, 0x3f, 0x15, 0xf2, 0x09, 0x26, 0xe8, 0x1c, 0x1c, 0x0b,
+ 0x2a, 0x2a, 0xc6, 0xfd, 0xd9, 0x08, 0xe4, 0x02, 0xbe, 0x42, 0xe3, 0xed,
+ 0x19, 0x02, 0xf2, 0xfc, 0x03, 0x17, 0x1e, 0x2b, 0xc1, 0x16, 0xef, 0x02,
+ 0x03, 0x02, 0xee, 0x03, 0xeb, 0x07, 0xde, 0x2d, 0xe0, 0x01, 0x01, 0x11,
+ 0xef, 0xfe, 0xfa, 0x0f, 0x09, 0x04, 0xfb, 0xe6, 0xfe, 0x01, 0xfd, 0xf7,
+ 0x22, 0x19, 0xfb, 0x00, 0xd6, 0x24, 0xfb, 0x01, 0xc6, 0x3d, 0xe1, 0xf6,
+ 0xed, 0xe7, 0xc8, 0x0f, 0xff, 0x00, 0x2d, 0xf9, 0xce, 0x0b, 0x06, 0x21,
+ 0xed, 0x06, 0xfb, 0x23, 0xea, 0x1c, 0x05, 0x29, 0xe1, 0x20, 0xea, 0x05,
+ 0xe6, 0xf4, 0xe4, 0x27, 0xdd, 0xeb, 0x1a, 0x2b, 0xf5, 0xfc, 0x1a, 0xe3,
+ 0xf7, 0x27, 0xf7, 0x3b, 0xfd, 0x0a, 0xf3, 0xdd, 0xce, 0x27, 0x13, 0x0f,
+ 0x2d, 0xf7, 0x0b, 0x1d, 0x1d, 0x30, 0xe6, 0x03, 0xc6, 0x31, 0xe7, 0x12,
+ 0xed, 0xec, 0xcc, 0x28, 0x15, 0x0c, 0x15, 0xe6, 0xe8, 0x3c, 0xf4, 0xf1,
+ 0xe9, 0xe0, 0xf0, 0x13, 0x18, 0x0f, 0x14, 0xec, 0xd2, 0xf9, 0xdc, 0x07,
+ 0x1c, 0xf0, 0xc2, 0x32, 0xf8, 0x29, 0x0b, 0xf5, 0xf7, 0xfa, 0xf3, 0x04,
+ 0x29, 0x2e, 0xfe, 0x3e, 0x1f, 0xf4, 0xea, 0xe9, 0xcc, 0x3e, 0xe6, 0xe7,
+ 0x2c, 0xe1, 0xda, 0x37, 0x02, 0x29, 0xf3, 0x0a, 0xd9, 0x1b, 0x00, 0xf8,
+ 0x17, 0x17, 0xc9, 0x2e, 0x02, 0x1c, 0xf5, 0x1d, 0x11, 0x2c, 0xe8, 0xea,
+ 0x0e, 0x0c, 0xdb, 0x28, 0xf2, 0x1b, 0xf7, 0xf8, 0xe3, 0x0e, 0x1a, 0x22,
+ 0xf9, 0x10, 0x0a, 0x12, 0xf8, 0x14, 0x12, 0xe6, 0xd2, 0x0f, 0x13, 0xfe,
+ 0x11, 0x14, 0x14, 0x3c, 0xee, 0x00, 0xe2, 0x0a, 0xcc, 0xf6, 0x19, 0x20,
+ 0xf0, 0x17, 0xf8, 0x30, 0x22, 0x1f, 0x19, 0x19, 0xee, 0x01, 0x1e, 0x03,
+ 0x27, 0xf9, 0x02, 0x45, 0xf6, 0xe3, 0x0c, 0x0a, 0xcd, 0x39, 0xd7, 0xf3,
+ 0xe1, 0x2d, 0xdd, 0x3f, 0x0d, 0x08, 0xef, 0xfe, 0xe6, 0x10, 0xdd, 0xfe,
+ 0x1a, 0x0b, 0xca, 0x25, 0x0f, 0xed, 0x0a, 0xf7, 0x04, 0x01, 0xf6, 0x06,
+ 0x10, 0x02, 0xe5, 0x03, 0xeb, 0x2e, 0x2d, 0x2b, 0xed, 0x12, 0xe1, 0x0c,
+ 0xfc, 0xea, 0xfe, 0x2a, 0xec, 0x23, 0x02, 0x0d, 0xf3, 0x32, 0x0e, 0x2d,
+ 0xfb, 0xe6, 0x03, 0x4f, 0x07, 0xe6, 0x35, 0xf8, 0xd0, 0x16, 0x2e, 0x0c,
+ 0x0e, 0x17, 0xc5, 0x1c, 0x1e, 0x18, 0x03, 0x13, 0xed, 0x0c, 0x32, 0x2c,
+ 0xf5, 0x1b, 0xc5, 0x07, 0x18, 0x0e, 0xfb, 0xe8, 0xf3, 0x2a, 0x11, 0x24,
+ 0x16, 0xfa, 0xc1, 0xff, 0x24, 0x23, 0xff, 0x0d, 0xe6, 0x16, 0xe9, 0x16,
+ 0x17, 0xe4, 0xbd, 0xef, 0x11, 0xfb, 0x1a, 0x01, 0xb2, 0xfa, 0x22, 0x24,
+ 0xf9, 0xef, 0xf6, 0xfe, 0x10, 0x28, 0x3e, 0x1c, 0xeb, 0xfc, 0x00, 0xe6,
+ 0x01, 0x14, 0xc6, 0x09, 0xf9, 0x1c, 0x05, 0xf1, 0xda, 0x23, 0xdb, 0xed,
+ 0x38, 0xe9, 0x8f, 0x78, 0xd5, 0x33, 0xe1, 0x7d, 0xb4, 0x63, 0x98, 0xc3,
+ 0x27, 0xd5, 0xef, 0xf5, 0x4e, 0xf1, 0xb5, 0x17, 0x7d, 0x07, 0xd1, 0x14,
+ 0x1d, 0x29, 0x04, 0x92, 0x5c, 0x40, 0xd3, 0xae, 0xbe, 0x96, 0xee, 0x05,
+ 0xb9, 0x36, 0x95, 0x8d, 0x60, 0x3b, 0x1f, 0x31, 0xa9, 0xef, 0xfd, 0xa5,
+ 0x58, 0x09, 0xc1, 0x72, 0xa7, 0x54, 0xf8, 0x0f, 0xb7, 0xff, 0x4e, 0xc2,
+ 0x88, 0x8e, 0xa9, 0xef, 0xdf, 0x08, 0x4a, 0x6f, 0xa7, 0xcb, 0xec, 0x7c,
+ 0x4a, 0x08, 0xc7, 0x6e, 0x45, 0x69, 0x04, 0x15, 0x48, 0xb6, 0x7d, 0x23,
+ 0xe8, 0x1d, 0x11, 0xde, 0xde, 0xf9, 0x32, 0x7e, 0xfa, 0x7b, 0x3b, 0x70,
+ 0xe0, 0x7a, 0x69, 0x97, 0x8a, 0x12, 0x5a, 0xdf, 0x3d, 0x91, 0xa7, 0x51,
+ 0xe0, 0x42, 0x59, 0x3f, 0x48, 0x70, 0xc3, 0xe0, 0x4d, 0x82, 0xa3, 0x4f,
+ 0x5a, 0xb0, 0xf4, 0xa5, 0x1c, 0x01, 0x20, 0xa4, 0xbc, 0x4c, 0x71, 0x86,
+ 0x18, 0xc6, 0x42, 0x08, 0x26, 0xf4, 0x18, 0xad, 0xc3, 0xee, 0x95, 0x4d,
+ 0xa9, 0xd3, 0x00, 0x36, 0x35, 0x4f, 0xfe, 0xd1, 0x98, 0x6b, 0x0d, 0xdb,
+ 0xc6, 0x72, 0xf6, 0xb2, 0xb4, 0x5d, 0x0a, 0x9c, 0xe5, 0x5b, 0xe2, 0x29,
+ 0x3a, 0xa2, 0x20, 0x67, 0x65, 0x9a, 0x23, 0x74, 0x3f, 0xef, 0x48, 0x85,
+ 0xfd, 0xef, 0x06, 0x65, 0x01, 0x75, 0x56, 0x9d, 0x09, 0xf2, 0x93, 0xcc,
+ 0x4f, 0xa6, 0x4f, 0x97, 0xec, 0x95, 0x06, 0x59, 0x73, 0x5a, 0xfe, 0xed,
+ 0xa5, 0x5c, 0x1c, 0xdf, 0xde, 0x3d, 0x13, 0x89, 0x7d, 0xc6, 0xbb, 0xeb,
+ 0x75, 0x7b, 0x62, 0xe8, 0x02, 0x02, 0x30, 0x98, 0x97, 0xee, 0x38, 0xc1,
+ 0xc0, 0x48, 0x02, 0xe0, 0xee, 0xff, 0x92, 0x77, 0x3e, 0x18, 0xb6, 0xc2,
+ 0xc2, 0x58, 0xcf, 0xe1, 0xab, 0xee, 0x4e, 0xb3, 0xf1, 0x5c, 0xd7, 0x79,
+ 0x04, 0x04, 0x2c, 0x41, 0xa5, 0xb9, 0x0a, 0xa0, 0x9e, 0xbf, 0x9e, 0xc8,
+ 0xe5, 0xfc, 0x33, 0x85, 0xe7, 0x02, 0xa4, 0xeb, 0x15, 0xb7, 0xc8, 0x24,
+ 0x9e, 0x14, 0x85, 0xe2, 0xd2, 0x86, 0xfa, 0x8d, 0x03, 0xdf, 0x08, 0xad,
+ 0x3f, 0x3c, 0xf9, 0x2c, 0x40, 0xa7, 0x38, 0x61, 0x23, 0x5b, 0xc8, 0x7b,
+ 0x84, 0xb7, 0x1f, 0x46, 0xd9, 0xbc, 0xba, 0x10, 0xbd, 0x67, 0xc9, 0xff,
+ 0xf2, 0x78, 0x3e, 0x87, 0x1d, 0xb7, 0xe5, 0xd0, 0xd5, 0x7c, 0xf0, 0xb2,
+ 0xf5, 0x9c, 0xbd, 0x25, 0xbe, 0xd2, 0xa8, 0x01, 0xbe, 0x28, 0xa0, 0x8e,
+ 0x38, 0xc4, 0xba, 0x0d, 0xf2, 0xa7, 0x4d, 0x70, 0x8c, 0x7b, 0xc9, 0x57,
+ 0xef, 0x8b, 0x6e, 0xd7, 0x28, 0xe4, 0x04, 0x0d, 0xb0, 0xc0, 0x44, 0xb5,
+ 0x01, 0x20, 0x4b, 0x8e, 0x61, 0x60, 0x56, 0x85, 0x5e, 0xa3, 0x8e, 0x9e,
+ 0x8d, 0xc2, 0x0a, 0xfd, 0xba, 0x76, 0xf2, 0x93, 0xb1, 0x98, 0xfc, 0x6d,
+ 0xf8, 0x30, 0x70, 0x20, 0x46, 0x60, 0xca, 0x6e, 0x2e, 0x12, 0x6f, 0xda,
+ 0xae, 0xe7, 0x6d, 0x29, 0xad, 0xc6, 0x7e, 0xb1, 0xbb, 0x92, 0xed, 0x0c,
+ 0x23, 0x62, 0x7e, 0xf3, 0x24, 0x27, 0xb6, 0xaa, 0xe4, 0x0a, 0x0f, 0xb1,
+ 0xa3, 0xac, 0x27, 0xc9, 0xc3, 0xb8, 0x2a, 0x1a, 0x62, 0xc3, 0xc5, 0xa6,
+ 0xe9, 0x70, 0x40, 0x43, 0x5f, 0x63, 0x46, 0x95, 0xaa, 0x49, 0xb3, 0x19,
+ 0xa2, 0xbe, 0x7a, 0xbd, 0x94, 0xf2, 0x60, 0xf9, 0xf0, 0xc9, 0x89, 0x24,
+ 0xd5, 0xc4, 0x51, 0xbe, 0x27, 0x51, 0x2d, 0xad, 0xdf, 0x34, 0xed, 0xe9,
+ 0xd0, 0x78, 0x48, 0x89, 0xd5, 0xd5, 0x9a, 0x18, 0x83, 0x23, 0xef, 0x75,
+ 0xf2, 0xe8, 0xa5, 0x49, 0x74, 0xb0, 0x87, 0x0b, 0x91, 0x78, 0xbc, 0xb2,
+ 0x37, 0x8f, 0x29, 0xaa, 0xd4, 0x03, 0x70, 0xb1, 0x45, 0xc9, 0xc4, 0xb8,
+ 0x23, 0x4d, 0xdb, 0xf3, 0x0b, 0xc7, 0x9d, 0x96, 0x6d, 0x50, 0x47, 0x88,
+ 0x86, 0x39, 0xec, 0x0d, 0x87, 0x70, 0xa5, 0x3c, 0xc1, 0x85, 0xa7, 0xc7,
+ 0xde, 0xe8, 0x5c, 0x03, 0x47, 0xcc, 0x46, 0x11, 0xf3, 0x7c, 0x56, 0xa6,
+ 0x20, 0xc6, 0x6c, 0xd9, 0x9d, 0x4e, 0x13, 0x8a, 0x47, 0xa8, 0xf7, 0xb2,
+ 0x3a, 0x6e, 0x98, 0xbc, 0x33, 0x83, 0xe6, 0x1c, 0xf3, 0xa9, 0xaa, 0x16,
+ 0x30, 0xa6, 0x2a, 0xeb, 0x2b, 0x59, 0x5c, 0xb3, 0xfe, 0x35, 0x42, 0x7e,
+ 0x86, 0x7f, 0xe9, 0x9c, 0x5f, 0x62, 0xa2, 0x4b, 0x78, 0x2a, 0xb7, 0xfb,
+ 0x6a, 0xac, 0x39, 0x1d, 0x85, 0x76, 0xf6, 0x56, 0x2c, 0xff, 0xc6, 0xe2,
+ 0xea, 0x6c, 0x81, 0xe1, 0x93, 0x52, 0x1c, 0x6d, 0xe1, 0x7e, 0xec, 0x6c,
+ 0x0a, 0xf0, 0xb4, 0x1e, 0xa5, 0x57, 0x11, 0x97, 0x02, 0x52, 0x46, 0xe7,
+ 0x77, 0x06, 0x25, 0x03, 0x09, 0x79, 0xff, 0xee, 0x4a, 0x5e, 0xce, 0x9a,
+ 0x8d, 0xfd, 0x10, 0x8b, 0x3f, 0xf6, 0x2e, 0x2c, 0xe8, 0x79, 0x59, 0xc2,
+ 0x9a, 0xbe, 0x26, 0x5f, 0x93, 0x01, 0x44, 0x12, 0x67, 0xfe, 0x49, 0xec,
+ 0x16, 0xba, 0x60, 0xcc, 0x06, 0x8f, 0x0a, 0xca, 0x0a, 0xb0, 0x1f, 0x4c,
+ 0x67, 0xae, 0xdb, 0xe7, 0x19, 0x8d, 0xda, 0x85, 0x57, 0xb3, 0xf0, 0xa4,
+ 0xe7, 0xeb, 0xea, 0xc9, 0x4d, 0x33, 0xcf, 0xd4, 0x01, 0x6c, 0xca, 0x83,
+ 0x50, 0x89, 0x4d, 0x19, 0x7b, 0xd5, 0x8a, 0x9e, 0x6a, 0xcb, 0x3a, 0xa9,
+ 0xa5, 0x0e, 0x93, 0x3d, 0x83, 0x50, 0xda, 0x62, 0x3a, 0xc1, 0x10, 0xd7,
+ 0xd3, 0xee, 0x15, 0xfd, 0x2f, 0x0a, 0x04, 0x28, 0x1c, 0xb3, 0x33, 0x0c,
+ 0x0a, 0xe4, 0x51, 0xe0, 0x27, 0x04, 0xfd, 0x35, 0x51, 0xd9, 0x08, 0xfc,
+ 0x18, 0x02, 0x35, 0xc2, 0xf2, 0xf0, 0x16, 0xe1, 0x5b, 0xc8, 0xff, 0xd5,
+ 0xec, 0xfd, 0x6d, 0x0f, 0x03, 0xe9, 0xd9, 0x1b, 0x46, 0x09, 0xee, 0x0a,
+ 0x08, 0xe5, 0x50, 0x09, 0xee, 0xf4, 0xdd, 0x03, 0x36, 0x12, 0x27, 0x1a,
+ 0xd9, 0x2c, 0x57, 0x25, 0xed, 0x19, 0xf6, 0xd2, 0x30, 0xce, 0x46, 0xd5,
+ 0xfe, 0xd2, 0x71, 0x0d, 0x23, 0x19, 0xe0, 0xd3, 0x7f, 0x05, 0x0b, 0x1b,
+ 0xdc, 0xe7, 0x2d, 0xe5, 0x16, 0x24, 0x02, 0x0f, 0x60, 0xee, 0xfe, 0x0f,
+ 0xfa, 0xe9, 0x61, 0xf6, 0x2a, 0x0a, 0xda, 0xd4, 0x74, 0xeb, 0x47, 0x1f,
+ 0x0e, 0xc8, 0x3e, 0xf5, 0x42, 0xda, 0xe7, 0xea, 0x63, 0xe9, 0x16, 0x1d,
+ 0x19, 0xde, 0x6c, 0xd8, 0x0d, 0xe7, 0xfd, 0x09, 0x50, 0xda, 0x3f, 0x27,
+ 0x22, 0x09, 0x5c, 0xef, 0x1f, 0xcb, 0x2a, 0xc4, 0x3e, 0xdc, 0x34, 0xfc,
+ 0xe7, 0xee, 0x1d, 0x00, 0xf2, 0xf7, 0x25, 0x07, 0x60, 0xf1, 0xe3, 0xed,
+ 0xdc, 0x0e, 0x55, 0xb7, 0xde, 0xd8, 0x1c, 0xdd, 0x64, 0x0b, 0x2a, 0xe9,
+ 0xeb, 0x0a, 0x58, 0xd5, 0x39, 0xde, 0x19, 0xe9, 0x36, 0xbc, 0x2d, 0x24,
+ 0x1f, 0x12, 0x1f, 0xda, 0xf8, 0xf0, 0xf0, 0x03, 0x67, 0xb2, 0xe6, 0x0b,
+ 0xd4, 0x00, 0x3d, 0xe5, 0xf0, 0xcb, 0x0c, 0xd9, 0x3c, 0xf8, 0x26, 0xef,
+ 0x0e, 0x0a, 0x61, 0xb6, 0xd6, 0xff, 0x24, 0x1a, 0x52, 0xbd, 0x12, 0x0a,
+ 0x16, 0xee, 0x24, 0xa9, 0xf9, 0xd7, 0x10, 0x0f, 0x0d, 0xd6, 0x0d, 0xdb,
+ 0xd4, 0xe3, 0x23, 0xb0, 0xed, 0x0d, 0xd4, 0xef, 0x3f, 0xb0, 0x2a, 0xcd,
+ 0xec, 0xbe, 0x28, 0x98, 0x15, 0x17, 0xf2, 0xca, 0x12, 0xa4, 0xe5, 0x12,
+ 0xd6, 0x1b, 0x17, 0xac, 0x26, 0xcd, 0x21, 0x1c, 0x07, 0xa0, 0x16, 0x05,
+ 0x0c, 0x1c, 0x12, 0xe7, 0xfc, 0x19, 0xdd, 0x02, 0x31, 0xae, 0xf8, 0xfc,
+ 0x2d, 0xec, 0x55, 0xa7, 0x22, 0xd1, 0x2b, 0xf9, 0x0c, 0xcc, 0x29, 0x1b,
+ 0x15, 0xda, 0x05, 0xbd, 0xf9, 0x18, 0x1a, 0xd7, 0x1a, 0xa7, 0xf1, 0xf3,
+ 0xf2, 0x1d, 0x17, 0xae, 0x01, 0x21, 0xfc, 0xdb, 0x3b, 0x91, 0x34, 0xe1,
+ 0xdc, 0xe1, 0x28, 0xe3, 0xf5, 0x21, 0xe7, 0xf2, 0x23, 0xbd, 0x19, 0x10,
+ 0x00, 0xcc, 0x48, 0xb5, 0x22, 0xff, 0x0c, 0xd1, 0x3e, 0xcf, 0x1c, 0xd2,
+ 0x17, 0xf7, 0x41, 0x94, 0xf1, 0xef, 0x06, 0x09, 0xf4, 0xb5, 0x23, 0xfe,
+ 0x19, 0x02, 0x04, 0xd7, 0xff, 0xd0, 0xfa, 0x02, 0x36, 0xe3, 0x1c, 0xe7,
+ 0xd1, 0xe6, 0x48, 0xc3, 0xf3, 0x17, 0xda, 0x0a, 0x4c, 0xa3, 0xf5, 0x15,
+ 0x00, 0x12, 0x34, 0x9c, 0x12, 0xd0, 0x11, 0x1c, 0x06, 0x9f, 0x01, 0x1c,
+ 0xe5, 0xfb, 0x4a, 0xe2, 0x1d, 0x1d, 0x28, 0x20, 0x4a, 0xcb, 0x18, 0xf0,
+ 0x0b, 0xe9, 0x3c, 0xde, 0xf8, 0xea, 0xfb, 0x2a, 0x39, 0xc1, 0xfa, 0x0d,
+ 0xfd, 0x13, 0x37, 0xa5, 0x39, 0xfe, 0xe5, 0x11, 0x48, 0xd7, 0x04, 0xd8,
+ 0x05, 0x15, 0x41, 0xbc, 0x4a, 0xfd, 0xce, 0x25, 0x2e, 0xc4, 0x07, 0x03,
+ 0x21, 0xe6, 0x0f, 0xd4, 0x1e, 0xe5, 0x1c, 0x00, 0x20, 0xa7, 0x2e, 0xce,
+ 0xdf, 0x06, 0x32, 0xb3, 0x07, 0x02, 0x04, 0xd7, 0x08, 0xf2, 0x4b, 0x13,
+ 0xf2, 0xe3, 0xf4, 0xdd, 0x33, 0x20, 0xd8, 0x18, 0x0c, 0x98, 0x21, 0xd1,
+ 0x26, 0xee, 0x47, 0xd1, 0x2e, 0xe7, 0x07, 0x0a, 0x05, 0xc8, 0xf6, 0x0d,
+ 0xd8, 0xe1, 0x05, 0xd7, 0x42, 0xdd, 0xde, 0xe1, 0x10, 0xab, 0x1f, 0xfc,
+ 0x06, 0x05, 0x1c, 0xf4, 0x22, 0xf9, 0x00, 0xd9, 0x1d, 0xae, 0xfe, 0x03,
+ 0xe4, 0xdd, 0x20, 0xdd, 0x42, 0xe1, 0xea, 0xee, 0xf6, 0xe9, 0x4d, 0x09,
+ 0xd9, 0x0e, 0x09, 0xfc, 0x3d, 0xd2, 0x08, 0x27, 0x48, 0xd4, 0xf2, 0xf3,
+ 0x01, 0x25, 0xfc, 0xbe, 0x23, 0x03, 0xf3, 0xed, 0xe9, 0xc6, 0x12, 0x20,
+ 0x02, 0x21, 0x1f, 0xb8, 0x1b, 0xf4, 0xd5, 0xf2, 0x12, 0xe0, 0x2c, 0x0b,
+ 0x27, 0x12, 0x31, 0xfb, 0x05, 0x10, 0x01, 0x1d, 0x39, 0xe2, 0x35, 0x19,
+ 0xdc, 0xf2, 0x2e, 0xd2, 0x19, 0xd9, 0xfd, 0x23, 0x0d, 0xa0, 0x0b, 0x0e,
+ 0x18, 0x11, 0x1d, 0xe6, 0x30, 0x17, 0x04, 0xfb, 0x1d, 0xeb, 0xec, 0xd8,
+ 0xd4, 0xf8, 0xe9, 0xa6, 0x2d, 0xf6, 0x1d, 0x1b, 0x26, 0xb4, 0x40, 0xe1,
+ 0xcd, 0x12, 0x26, 0xe9, 0xf9, 0xd8, 0xd9, 0xd3, 0x35, 0xa3, 0x0c, 0x09,
+ 0xdf, 0x15, 0x37, 0xbb, 0x3c, 0xdb, 0xfe, 0xfa, 0x04, 0xd5, 0xe8, 0xf6,
+ 0xeb, 0x06, 0x51, 0xcb, 0x13, 0x13, 0xcc, 0xea, 0x1a, 0xbe, 0xfc, 0x0c,
+ 0x09, 0x10, 0x0a, 0xda, 0x01, 0x24, 0xfc, 0xd8, 0x3d, 0xa8, 0x2e, 0xd0,
+ 0xfa, 0x17, 0x36, 0x90, 0x03, 0x1e, 0xc5, 0xe9, 0x2e, 0xe4, 0x00, 0xf6,
+ 0xe2, 0x2d, 0x64, 0xa4, 0x3b, 0xdc, 0xff, 0x14, 0x1f, 0xa8, 0xfc, 0xe6,
+ 0xf2, 0xec, 0x0d, 0xd6, 0x2c, 0xfd, 0x0e, 0xd5, 0x0f, 0xbf, 0x32, 0x18,
+ 0xe6, 0x27, 0x21, 0xd6, 0x19, 0x08, 0xc6, 0xec, 0x3d, 0xee, 0x50, 0x1e,
+ 0xd5, 0xea, 0x2c, 0xdc, 0x3d, 0x1f, 0xc7, 0x31, 0x19, 0xf7, 0x10, 0x03,
+ 0x0d, 0x20, 0xf0, 0xbf, 0x00, 0xfe, 0x1c, 0x02, 0x2f, 0xd2, 0x17, 0xcc,
+ 0xfc, 0xde, 0x21, 0xab, 0x59, 0x1b, 0x14, 0x07, 0xe7, 0x01, 0x2f, 0xf0,
+ 0x24, 0xf5, 0x4b, 0x01, 0x0a, 0xfe, 0xe1, 0x13, 0x12, 0xaf, 0x1a, 0x14,
+ 0x14, 0xd1, 0xfd, 0xd3, 0xeb, 0x08, 0xf2, 0x01, 0x14, 0xbd, 0x1a, 0x1a,
+ 0xec, 0xba, 0x40, 0xe9, 0x2a, 0xd0, 0xfe, 0x10, 0x17, 0xf1, 0x29, 0x23,
+ 0xeb, 0xb7, 0xf4, 0x1d, 0xef, 0xf9, 0x10, 0xef, 0xee, 0xf6, 0x36, 0xf8,
+ 0x14, 0x04, 0x2c, 0x1f, 0x15, 0xc4, 0xd9, 0x22, 0x3a, 0xbe, 0xe3, 0xdc,
+ 0xd2, 0xfb, 0x50, 0xf6, 0x3b, 0xd1, 0xd1, 0xf8, 0x3e, 0xe0, 0xfc, 0x02,
+ 0x12, 0x03, 0x31, 0x03, 0x46, 0x24, 0x0c, 0x0c, 0x3a, 0xcc, 0x1d, 0x03,
+ 0xfb, 0xfc, 0xeb, 0xd9, 0x47, 0x0f, 0xd4, 0xb6, 0x34, 0xbd, 0x2c, 0x05,
+ 0xe2, 0xf5, 0x36, 0xbf, 0xe2, 0xe0, 0xe5, 0xf3, 0x15, 0x04, 0x40, 0xb8,
+ 0x03, 0xf7, 0x0a, 0xf1, 0xf7, 0xff, 0x23, 0x14, 0x13, 0xe8, 0x4a, 0xcb,
+ 0xf5, 0xe0, 0x39, 0x16, 0x3d, 0x16, 0x02, 0x08, 0x37, 0x14, 0x0c, 0x16,
+ 0x00, 0x1c, 0x25, 0xc1, 0xf7, 0xed, 0xf8, 0xc3, 0x00, 0xc4, 0x49, 0xc4,
+ 0x0f, 0xcc, 0x34, 0xec, 0x44, 0xdc, 0x13, 0xc0, 0x3f, 0x0f, 0xfc, 0xb4,
+ 0xef, 0x22, 0x18, 0xc9, 0x09, 0xba, 0xe6, 0x18, 0x61, 0x10, 0x28, 0x08,
+ 0x0b, 0xd0, 0x46, 0xe2, 0x11, 0x19, 0x17, 0xff, 0x2e, 0xd4, 0x33, 0x10,
+ 0x1d, 0x1d, 0x0e, 0xdc, 0xfe, 0xbd, 0xcc, 0xcf, 0x2e, 0x10, 0x27, 0xc4,
+ 0xd8, 0xfd, 0x5c, 0xd0, 0xea, 0x02, 0xb4, 0xe9, 0x03, 0xe6, 0x16, 0xbb,
+ 0x07, 0xe9, 0x3e, 0xc8, 0x39, 0xed, 0xcc, 0xc0, 0x43, 0xfc, 0x55, 0xe0,
+ 0x1d, 0x08, 0x5f, 0xde, 0x26, 0xbe, 0x02, 0xf8, 0x28, 0xe4, 0x11, 0xbe,
+ 0xce, 0x0a, 0x39, 0xce, 0xf7, 0xfd, 0xec, 0xbb, 0x4d, 0x07, 0x2a, 0x24,
+ 0xe0, 0x18, 0x1d, 0xfa, 0x46, 0xdf, 0xbd, 0xe3, 0x51, 0xe4, 0x3b, 0x0d,
+ 0xe6, 0x19, 0x56, 0xf2, 0x0c, 0xb5, 0xd3, 0xca, 0x25, 0x09, 0x00, 0xec,
+ 0xeb, 0xb7, 0x50, 0xe2, 0x1f, 0xe8, 0x1d, 0x1c, 0x31, 0xc8, 0x03, 0xf8,
+ 0xfa, 0xdf, 0x3a, 0xcd, 0x15, 0xb8, 0xcf, 0xee, 0x6f, 0x06, 0x5c, 0xec,
+ 0x16, 0xb1, 0x33, 0xfe, 0x32, 0xca, 0xdb, 0xe4, 0x75, 0xa8, 0x66, 0x20,
+ 0xbe, 0xe2, 0x4f, 0xeb, 0x3c, 0xfe, 0xc3, 0x05, 0x7f, 0x06, 0x45, 0xe4,
+ 0xcb, 0xc5, 0x19, 0xc1, 0x14, 0xe8, 0x0b, 0xfe, 0x43, 0xcd, 0x2e, 0xe3,
+ 0xf4, 0x1f, 0x6a, 0xfe, 0x07, 0xe0, 0xd1, 0xdf, 0x5c, 0x0b, 0xf8, 0x0e,
+ 0x23, 0xc5, 0x23, 0xb5, 0xfb, 0x10, 0x06, 0xd7, 0x19, 0x0c, 0x1d, 0x1c,
+ 0xba, 0x25, 0x59, 0xcb, 0xfb, 0xe8, 0xbb, 0x04, 0x32, 0xc5, 0x23, 0xfc,
+ 0xd7, 0xdc, 0x30, 0xae, 0x2d, 0x23, 0x1a, 0xd7, 0x5e, 0xd2, 0x02, 0xf1,
+ 0x15, 0x2a, 0x71, 0xb1, 0x48, 0xd6, 0xd1, 0x07, 0x25, 0xc8, 0x27, 0xc3,
+ 0xb8, 0xfa, 0x64, 0xa1, 0x1a, 0xc6, 0x12, 0x12, 0x40, 0x09, 0xf2, 0x1d,
+ 0xbe, 0xcc, 0x1a, 0xc6, 0x11, 0x23, 0x1c, 0xbd, 0x76, 0xfe, 0x33, 0xb4,
+ 0x15, 0x03, 0x66, 0xb1, 0x34, 0xd4, 0x14, 0x15, 0x76, 0x03, 0x4c, 0x1a,
+ 0xb2, 0xe1, 0x1c, 0xe8, 0x16, 0xfb, 0xf1, 0xde, 0x7b, 0xe4, 0x38, 0xc8,
+ 0x20, 0x0f, 0x57, 0xc6, 0xf3, 0xc2, 0xd7, 0xd3, 0x3a, 0xfe, 0x04, 0xf8,
+ 0xea, 0xd1, 0x26, 0xdf, 0x3e, 0xc8, 0x0b, 0x1b, 0x7e, 0x11, 0x1a, 0x21,
+ 0xdc, 0x06, 0x63, 0xfb, 0x2c, 0xdb, 0xe1, 0xe8, 0x71, 0x03, 0x58, 0xd6,
+ 0xea, 0x19, 0x3b, 0xed, 0x54, 0xe9, 0xfc, 0xf2, 0x75, 0xbb, 0x39, 0xbb,
+ 0x0a, 0xdf, 0x36, 0xc9, 0xfd, 0xb1, 0xdd, 0x1c, 0x0d, 0xe3, 0x14, 0x0b,
+ 0xbe, 0xd5, 0x62, 0xbd, 0x20, 0xb3, 0xfd, 0xe9, 0x1d, 0xec, 0x34, 0x1a,
+ 0x06, 0xe4, 0x5c, 0xe3, 0x49, 0xf1, 0xc3, 0xe2, 0x30, 0xed, 0x11, 0x18,
+ 0x03, 0xb1, 0x3e, 0xd9, 0xec, 0xfd, 0x05, 0xf8, 0x0d, 0xdd, 0x4c, 0xe4,
+ 0xe3, 0x0a, 0x2d, 0xaf, 0x09, 0xb6, 0xd8, 0xb8, 0x0d, 0xcf, 0x1b, 0x0a,
+ 0xe7, 0xcc, 0x5f, 0xf0, 0xe9, 0xdc, 0x17, 0x21, 0x3b, 0xbf, 0xdb, 0xf4,
+ 0xf8, 0xe6, 0x02, 0xcb, 0x34, 0x09, 0xcf, 0xf4, 0x36, 0xc2, 0x1b, 0x08,
+ 0xfa, 0xdd, 0x4b, 0xca, 0xe3, 0xf8, 0x12, 0xfe, 0x1b, 0xe8, 0x20, 0x1c,
+ 0xfc, 0xbc, 0x2e, 0xdc, 0x19, 0x17, 0xf0, 0xaf, 0x64, 0xee, 0x40, 0x23,
+ 0xd2, 0xfc, 0x55, 0xf4, 0x45, 0xe7, 0x16, 0xec, 0x6e, 0x13, 0x52, 0xb9,
+ 0xe9, 0xb9, 0x18, 0x06, 0xfa, 0xb3, 0xbc, 0xdf, 0x54, 0xc4, 0x12, 0xcb,
+ 0xc6, 0xc6, 0x76, 0x04, 0x46, 0xb9, 0xd8, 0xc7, 0x75, 0xe4, 0x52, 0x06,
+ 0xe3, 0x0e, 0x5d, 0x1b, 0x29, 0xe9, 0xbc, 0xef, 0x5e, 0xe1, 0x05, 0xc6,
+ 0xcd, 0xac, 0x4f, 0xaa, 0x3a, 0xb3, 0xfb, 0xda, 0x55, 0xdb, 0xf3, 0x25,
+ 0xd0, 0xe6, 0x4f, 0xc2, 0x4f, 0xcd, 0xe8, 0xb2, 0x66, 0xdb, 0x32, 0xea,
+ 0xd4, 0xe5, 0x2d, 0xda, 0x4c, 0xe8, 0xc5, 0x10, 0x0f, 0xe9, 0x28, 0xb3,
+ 0x0b, 0xff, 0xf9, 0xf3, 0x3b, 0xdf, 0x1c, 0xf4, 0x42, 0x07, 0x46, 0xd1,
+ 0xd4, 0xfe, 0x47, 0xdd, 0xfd, 0xdc, 0x17, 0x19, 0xcf, 0x1e, 0x65, 0x17,
+ 0x07, 0xd0, 0x3d, 0xbb, 0x6d, 0x35, 0x1e, 0x6d, 0x38, 0xf7, 0xd0, 0xda,
+ 0x0a, 0xed, 0xa4, 0xca, 0xdd, 0x4a, 0xae, 0xa9, 0x26, 0x07, 0x1b, 0xde,
+ 0x8d, 0x5d, 0x3f, 0x83, 0xd7, 0xb9, 0x1f, 0xb9, 0x84, 0x88, 0x09, 0x78,
+ 0x90, 0xbe, 0x7f, 0x9d, 0x11, 0x51, 0x19, 0x21, 0x45, 0xc4, 0x41, 0x34,
+ 0x98, 0x55, 0x5c, 0x14, 0xe3, 0x41, 0xcd, 0xa9, 0x33, 0x06, 0xad, 0x60,
+ 0x3c, 0x66, 0xdd, 0x99, 0xb7, 0x0c, 0x22, 0x23, 0xb9, 0xf3, 0x14, 0xf5,
+ 0xc2, 0x1f, 0x2d, 0x0e, 0x9c, 0x17, 0x5b, 0x6f, 0x1e, 0xd3, 0x06, 0x2c,
+ 0x20, 0x3f, 0xac, 0x41, 0x95, 0x3e, 0x58, 0xd1, 0xe0, 0x01, 0x8f, 0x96,
+ 0xd2, 0x09, 0xdc, 0xac, 0x1f, 0x91, 0x7b, 0x72, 0x47, 0xab, 0x57, 0x62,
+ 0xdd, 0xae, 0x52, 0x17, 0xec, 0xae, 0xdb, 0x93, 0xc0, 0xea, 0xc0, 0x0b,
+ 0x57, 0x3d, 0x59, 0x95, 0x62, 0x86, 0x77, 0x3b, 0xad, 0x86, 0x58, 0xe4,
+ 0x08, 0xb2, 0xba, 0x0b, 0x5c, 0x8c, 0x59, 0x52, 0xbb, 0x22, 0xfd, 0x3b,
+ 0x73, 0xa7, 0xcc, 0xc1, 0xaf, 0xb8, 0xf9, 0x9d, 0x39, 0xa0, 0xca, 0x43,
+ 0xcc, 0x87, 0x48, 0x0e, 0xc1, 0xa4, 0x81, 0x79, 0x1f, 0xae, 0xf2, 0xe3,
+ 0x8c, 0x99, 0x2f, 0x85, 0x41, 0x13, 0xc7, 0xce, 0x5e, 0xaa, 0x49, 0x1d,
+ 0xe0, 0x7b, 0xab, 0x28, 0x9c, 0x2d, 0xd4, 0xaf, 0xc1, 0x6c, 0x39, 0xc3,
+ 0x10, 0x1c, 0x26, 0x07, 0xd7, 0x62, 0xcc, 0x01, 0xa0, 0x95, 0x83, 0x4a,
+ 0x7c, 0xfe, 0xfd, 0xfd, 0x1e, 0x0c, 0x58, 0xfa, 0xeb, 0xa0, 0xc9, 0x62,
+ 0xfb, 0xa4, 0x50, 0xc1, 0xe3, 0x95, 0xe1, 0xbf, 0xf5, 0x9c, 0x66, 0xc0,
+ 0xdf, 0x36, 0xdb, 0x5c, 0xf3, 0x52, 0x40, 0x60, 0x98, 0xc3, 0x89, 0x79,
+ 0xcb, 0x9f, 0x02, 0xa0, 0x0d, 0xf8, 0xc0, 0xc8, 0x05, 0xca, 0xa8, 0x3a,
+ 0x27, 0x88, 0xe3, 0x02, 0xee, 0x4e, 0x6d, 0xa4, 0xd4, 0xdb, 0xb0, 0x9b,
+ 0xb1, 0x35, 0x6c, 0x2f, 0x44, 0x0b, 0xfa, 0x64, 0x33, 0x33, 0x8e, 0x48,
+ 0x3d, 0x92, 0xaf, 0x24, 0xd5, 0x4c, 0x5d, 0x7b, 0xee, 0x8c, 0xfc, 0xfd,
+ 0x6c, 0x4a, 0xe0, 0x02, 0xde, 0xc5, 0x60, 0x01, 0x45, 0xb9, 0x62, 0x31,
+ 0xa6, 0x0a, 0x39, 0xb4, 0xf1, 0xd7, 0x77, 0x6d, 0x3a, 0xb1, 0x15, 0x85,
+ 0xd1, 0xba, 0x34, 0x27, 0x23, 0x84, 0xf6, 0xdc, 0x85, 0x48, 0xf5, 0x1d,
+ 0xfc, 0xcb, 0x4f, 0x08, 0x63, 0x4d, 0x49, 0xa1, 0x0d, 0xf8, 0x39, 0xde,
+ 0x2c, 0x26, 0xc1, 0x86, 0xb2, 0x1d, 0x1b, 0xd6, 0xb5, 0x2a, 0x1e, 0x48,
+ 0x9a, 0x55, 0x22, 0x66, 0x64, 0x53, 0x08, 0xa6, 0x06, 0xd2, 0x0c, 0x35,
+ 0xf3, 0xad, 0xd7, 0xda, 0x5d, 0x15, 0x88, 0xa3, 0x2d, 0x2d, 0xae, 0x19,
+ 0xee, 0xb8, 0x75, 0x2a, 0x52, 0x56, 0xd1, 0x78, 0x4e, 0xb8, 0x3f, 0xb5,
+ 0x4e, 0x49, 0x8a, 0xfa, 0x35, 0x0b, 0x78, 0x70, 0xd4, 0x20, 0xab, 0xbd,
+ 0x1e, 0xe7, 0xbb, 0x16, 0x13, 0x92, 0xfc, 0xaf, 0x0a, 0xc0, 0x2f, 0x7d,
+ 0x1d, 0x99, 0x85, 0xfc, 0x03, 0x93, 0x87, 0x9f, 0x98, 0xd9, 0xc6, 0xbb,
+ 0x05, 0x9c, 0x85, 0xb8, 0xb6, 0xa5, 0xd2, 0xd3, 0xb2, 0xab, 0xe5, 0xb2,
+ 0x9c, 0xda, 0x10, 0xe8, 0x83, 0xaa, 0x25, 0xc1, 0x56, 0x0a, 0xd3, 0xd3,
+ 0xfb, 0x3e, 0x24, 0x05, 0xa1, 0x21, 0x8b, 0x79, 0x46, 0x4a, 0x69, 0xcc,
+ 0x46, 0x65, 0xd7, 0xac, 0x5d, 0xcc, 0x54, 0x89, 0x9d, 0x53, 0xba, 0x53,
+ 0x61, 0xdb, 0xdf, 0xd0, 0x52, 0x2f, 0xe8, 0xaa, 0x07, 0xab, 0x83, 0xc7,
+ 0x35, 0x8f, 0xd6, 0xc9, 0xff, 0xa8, 0xbe, 0x5c, 0x07, 0xcb, 0xdd, 0x58,
+ 0x13, 0xb3, 0x04, 0xbc, 0xf2, 0x1c, 0x52, 0x3b, 0xbc, 0x74, 0x59, 0xe6,
+ 0x6b, 0xd2, 0xab, 0x43, 0x20, 0x00, 0x6e, 0x3c, 0xfe, 0xda, 0xd3, 0x1b,
+ 0xbc, 0x17, 0xa6, 0x68, 0x74, 0x86, 0x00, 0xd9, 0x39, 0x51, 0x68, 0x56,
+ 0xbc, 0x43, 0x93, 0x45, 0xb5, 0x6b, 0x01, 0x89, 0x75, 0x53, 0x91, 0x8c,
+ 0xbe, 0x9f, 0x42, 0x1f, 0xf4, 0xa7, 0x35, 0x5b, 0x57, 0x68, 0x9e, 0xca,
+ 0x01, 0x99, 0xe5, 0x09, 0x63, 0xeb, 0xa9, 0x5f, 0x4e, 0x8e, 0xd3, 0xf6,
+ 0xe3, 0x6d, 0xe3, 0xc4, 0x5b, 0x27, 0x8f, 0x2d, 0x2a, 0x77, 0x2f, 0xb7,
+ 0x2a, 0xe1, 0x2a, 0xa2, 0x18, 0xcb, 0x89, 0x0e, 0x79, 0x35, 0x41, 0x8b,
+ 0x67, 0x56, 0x48, 0x01, 0xc5, 0x7f, 0xe9, 0xf3, 0x2a, 0x29, 0xdd, 0xde,
+ 0x5d, 0x57, 0xe3, 0x76, 0x74, 0x21, 0x56, 0xa4, 0xce, 0xc7, 0x8b, 0xa9,
+ 0x23, 0xae, 0xed, 0xf3, 0x23, 0x74, 0x82, 0x0d, 0xfb, 0x3c, 0xb7, 0x04,
+ 0x72, 0x8b, 0x96, 0xdc, 0xfe, 0x1f, 0x34, 0x1f, 0x27, 0xc5, 0xb0, 0x46,
+ 0x52, 0x4e, 0x15, 0x70, 0xbe, 0xb5, 0x2b, 0xf9, 0x87, 0xe7, 0x73, 0xb2,
+ 0x27, 0xa9, 0x89, 0x42, 0x8b, 0x5e, 0x97, 0x78, 0x2e, 0x63, 0xeb, 0x20,
+ 0x97, 0x5a, 0xe8, 0x19, 0xb0, 0x55, 0x5d, 0xf6, 0x66, 0xa8, 0xaa, 0xa6,
+ 0xb2, 0x61, 0xd8, 0xe8, 0xb9, 0xd8, 0x20, 0xd1, 0x6f, 0xfe, 0xa5, 0xeb,
+ 0x4c, 0x9c, 0x38, 0x1c, 0xaf, 0x87, 0x73, 0x57, 0xbd, 0x7a, 0x7e, 0x8c,
+ 0x9d, 0x9e, 0x3b, 0x8f, 0x4c, 0x04, 0xe9, 0x00, 0x67, 0x8f, 0xc0, 0xaa,
+ 0xba, 0x36, 0x2e, 0x1d, 0xa3, 0x06, 0xb5, 0x19, 0xd3, 0xfa, 0x2c, 0xe3,
+ 0x89, 0xe7, 0x39, 0x6b, 0x22, 0xde, 0x68, 0x26, 0x17, 0x88, 0x4b, 0xb6,
+ 0xab, 0x40, 0xb5, 0xa7, 0x35, 0x7d, 0x0b, 0xf3, 0x4a, 0xd6, 0x89, 0x4e,
+ 0xb2, 0x8b, 0xf2, 0xb6, 0xca, 0xaa, 0xdc, 0xf7, 0x99, 0x95, 0x6f, 0x85,
+ 0xa1, 0x43, 0x0b, 0x5d, 0x76, 0xe0, 0xdd, 0xf6, 0x0c, 0x25, 0xc4, 0x11,
+ 0x49, 0x44, 0x2e, 0xa0, 0xf1, 0xe0, 0x66, 0x5c, 0x58, 0xc0, 0xd0, 0xe7,
+ 0xcb, 0xd2, 0x6e, 0xec, 0x26, 0xd5, 0x94, 0x50, 0x6c, 0x31, 0x90, 0xfc,
+ 0xe3, 0x81, 0xbe, 0xab, 0x59, 0x39, 0x2d, 0x14, 0xe9, 0x5b, 0x2e, 0xbe,
+ 0xad, 0xcc, 0x6c, 0xf0, 0x89, 0x89, 0xef, 0xba, 0xae, 0x14, 0x30, 0x01,
+ 0x95, 0x4f, 0xd3, 0x5a, 0x89, 0x71, 0x50, 0x55, 0xf6, 0xac, 0x44, 0x64,
+ 0x2e, 0xc7, 0xf3, 0xa5, 0x51, 0xe1, 0x6e, 0xc4, 0x05, 0xb2, 0x24, 0x21,
+ 0x52, 0x16, 0xec, 0x8d, 0x3d, 0x6e, 0x5a, 0x94, 0xa4, 0x59, 0x36, 0xfd,
+ 0xf3, 0xbf, 0x60, 0x44, 0x07, 0xb1, 0xf2, 0xbf, 0x94, 0x12, 0x47, 0xc3,
+ 0x1d, 0x89, 0xd2, 0x05, 0xaa, 0xa2, 0xf9, 0x57, 0x79, 0x58, 0xdf, 0xa7,
+ 0x93, 0x2a, 0x1d, 0x81, 0x0e, 0xde, 0x02, 0xf5, 0xa3, 0x59, 0x69, 0xbc,
+ 0x65, 0x06, 0x02, 0xc6, 0xb5, 0xfc, 0x50, 0x10, 0xf6, 0xb7, 0x54, 0xb4,
+ 0xb0, 0x26, 0xea, 0xcc, 0x56, 0x71, 0xb8, 0xd0, 0x59, 0x77, 0x48, 0x5f,
+ 0x7b, 0x33, 0x49, 0x32, 0xa2, 0x78, 0x7d, 0x1b, 0xae, 0x64, 0xbe, 0x6c,
+ 0xcc, 0xe1, 0x48, 0x95, 0xd2, 0x61, 0xe8, 0xd0, 0x5e, 0x20, 0x90, 0x0f,
+ 0x9c, 0x1f, 0x60, 0x3e, 0x1f, 0x14, 0x1c, 0x24, 0x6f, 0x11, 0x33, 0xb5,
+ 0x62, 0xee, 0xea, 0x70, 0xa7, 0xba, 0x24, 0x01, 0xb0, 0x04, 0x4a, 0x17,
+ 0x61, 0xd2, 0xd9, 0xc8, 0x68, 0xb9, 0xfd, 0xaa, 0x69, 0x08, 0x45, 0x79,
+ 0x99, 0xfe, 0xe1, 0x5a, 0xed, 0xde, 0xb9, 0x40, 0x14, 0xf1, 0x82, 0xc5,
+ 0xe7, 0x87, 0x79, 0x8b, 0x02, 0x23, 0x72, 0xf7, 0xb2, 0x74, 0x20, 0x90,
+ 0xd4, 0x67, 0xf8, 0x0e, 0xa0, 0x61, 0x5d, 0x95, 0x56, 0x83, 0xc6, 0xce,
+ 0xe9, 0x27, 0xde, 0x5c, 0xef, 0x72, 0xc4, 0x9c, 0xac, 0x53, 0x2a, 0x1c,
+ 0x31, 0xf3, 0x8b, 0x9e, 0x1f, 0x6a, 0xdf, 0xad, 0x81, 0xdb, 0xb7, 0x68,
+ 0xe3, 0xf4, 0x8f, 0x20, 0x36, 0x58, 0x96, 0x45, 0x60, 0x49, 0x4b, 0xec,
+ 0xcb, 0x00, 0xcd, 0x03, 0x99, 0xa9, 0x00, 0x94, 0xeb, 0xd7, 0x2f, 0x2a,
+ 0x0a, 0x6c, 0xd3, 0xde, 0xdf, 0x19, 0x81, 0xd1, 0x19, 0x43, 0xc4, 0x0a,
+ 0xa3, 0xd8, 0x7e, 0x8d, 0x89, 0xb4, 0x23, 0x00, 0x57, 0x78, 0x27, 0xf2,
+ 0x97, 0x0c, 0x25, 0x96, 0xd1, 0xc8, 0xf7, 0x7c, 0x11, 0xe1, 0xe3, 0x54,
+ 0x63, 0x33, 0xf3, 0x07, 0x3d, 0xa9, 0xca, 0xb3, 0x75, 0xe3, 0xe7, 0x65,
+ 0x82, 0x75, 0xf8, 0xaa, 0x3c, 0x28, 0x1c, 0x61, 0xcc, 0x1f, 0xe8, 0x0f,
+ 0x4c, 0x2b, 0x55, 0x7f, 0xb4, 0xf2, 0x61, 0x20, 0x9d, 0xc9, 0xfe, 0x85,
+ 0xa4, 0x4f, 0x23, 0x13, 0xf5, 0x42, 0xba, 0xbd, 0x6e, 0xbc, 0xe1, 0x8d,
+ 0xe4, 0xf5, 0xda, 0xf7, 0x6b, 0x13, 0x6f, 0x65, 0x3d, 0xbd, 0xbd, 0xc7,
+ 0xa2, 0x74, 0x98, 0x28, 0x8b, 0x06, 0x93, 0x2a, 0xfb, 0x82, 0xa2, 0x94,
+ 0xfc, 0x7b, 0xa0, 0xa4, 0xa9, 0x0a, 0x95, 0x95, 0x6c, 0x81, 0xc2, 0xef,
+ 0x6b, 0x3a, 0x5e, 0xb3, 0x73, 0xfb, 0xb6, 0x9f, 0xb7, 0xf0, 0xcc, 0xbf,
+ 0x6b, 0x37, 0xb8, 0xd2, 0xa1, 0xa2, 0x08, 0xeb, 0x78, 0xc2, 0x70, 0xa3,
+ 0x01, 0x2a, 0x7a, 0x4b, 0xb3, 0xb0, 0xfc, 0x01, 0x4a, 0xb3, 0xdf, 0x7c,
+ 0x23, 0x0f, 0x98, 0x2f, 0x85, 0xea, 0xdb, 0xe5, 0xc1, 0x8e, 0x00, 0x85,
+ 0xd6, 0x78, 0x7e, 0x4e, 0xa6, 0x2d, 0x03, 0xfc, 0x9a, 0xa7, 0xe4, 0xd2,
+ 0x37, 0x73, 0x71, 0x29, 0x4e, 0x87, 0x0e, 0x9c, 0x15, 0x7f, 0x60, 0xf5,
+ 0xde, 0x8e, 0x0a, 0x5a, 0x3f, 0x96, 0x4c, 0x2f, 0x30, 0x9d, 0x9f, 0x87,
+ 0x2a, 0xae, 0x62, 0xa9, 0xcd, 0x18, 0x11, 0x6c, 0xd6, 0x3e, 0x88, 0x97,
+ 0xb5, 0x45, 0xcc, 0xec, 0x15, 0xf8, 0x7b, 0x58, 0xcf, 0x4a, 0xb0, 0xe4,
+ 0xb9, 0xa2, 0xb9, 0xbe, 0xa9, 0xff, 0xac, 0xc5, 0xb5, 0x41, 0x62, 0x37,
+ 0xe1, 0x70, 0xeb, 0x73, 0xd2, 0xb5, 0xfb, 0x50, 0xa0, 0x79, 0x8b, 0x43,
+ 0x53, 0x89, 0xc6, 0x81, 0xcb, 0x4c, 0x9c, 0x4e, 0x8a, 0xc0, 0x6d, 0x8e,
+ 0xb5, 0x21, 0xa2, 0x53, 0xd1, 0x67, 0xf9, 0x35, 0xb7, 0xac, 0x17, 0xcc,
+ 0xa0, 0xdd, 0x82, 0x42, 0xca, 0xbc, 0x05, 0x1d, 0xb8, 0x9a, 0xcf, 0x62,
+ 0x2d, 0x1f, 0xd7, 0x3b, 0xaa, 0xdb, 0xce, 0xbd, 0x37, 0x12, 0xa5, 0x56,
+ 0x08, 0x3b, 0xf4, 0x0f, 0xa3, 0x57, 0x91, 0x7a, 0x1d, 0x98, 0xf6, 0x57,
+ 0xd5, 0x4e, 0x10, 0xaa, 0xcf, 0xeb, 0x15, 0x84, 0xb3, 0x2d, 0xb0, 0x10,
+ 0xfa, 0xfc, 0xc3, 0xac, 0x3c, 0xc8, 0x71, 0xcb, 0x7b, 0x09, 0xff, 0x4a,
+ 0xef, 0x50, 0x9c, 0x99, 0x71, 0x63, 0x4c, 0x53, 0x8d, 0x5f, 0xc5, 0x94,
+ 0xec, 0x57, 0x74, 0x7c, 0xd2, 0xac, 0x38, 0x1a, 0x85, 0x6e, 0xbc, 0x79,
+ 0xfc, 0x46, 0x68, 0x15, 0x6c, 0xc9, 0xff, 0xbd, 0x21, 0x3b, 0x95, 0xf1,
+ 0xb2, 0xc9, 0xe9, 0x35, 0xdf, 0xb7, 0x02, 0xbe, 0x21, 0x02, 0xc8, 0xf1,
+ 0x12, 0x2c, 0xf2, 0xf7, 0xd6, 0x1d, 0xad, 0x24, 0x40, 0x68, 0x07, 0xda,
+ 0x04, 0x23, 0x58, 0x5c, 0xe2, 0xcd, 0xbf, 0x13, 0x15, 0xed, 0xaf, 0xf3,
+ 0xf5, 0x0d, 0x31, 0xfb, 0xf1, 0xd3, 0xbb, 0xc2, 0x79, 0xec, 0xb6, 0xc7,
+ 0x00, 0x1c, 0x0e, 0x46, 0x1f, 0x00, 0xc1, 0xe8, 0x50, 0x1c, 0xb5, 0x26,
+ 0xe0, 0xfe, 0x1a, 0x63, 0x2e, 0x2b, 0xf4, 0xac, 0x7f, 0x33, 0x0b, 0x12,
+ 0xc5, 0xb0, 0x7d, 0x0d, 0x0d, 0xc6, 0x2c, 0x22, 0x3d, 0x27, 0xc1, 0xb8,
+ 0xd5, 0x05, 0x2b, 0x2c, 0xfd, 0xb4, 0x12, 0x18, 0x68, 0x09, 0x0c, 0x2b,
+ 0x04, 0xb8, 0x3c, 0xff, 0x1a, 0xf6, 0xc3, 0x1f, 0x2e, 0x2f, 0xea, 0xbb,
+ 0x07, 0xd8, 0x7e, 0x6a, 0x1e, 0x14, 0x0d, 0xda, 0x75, 0x30, 0xdd, 0xf6,
+ 0x05, 0xe6, 0x7b, 0x08, 0xb6, 0xf3, 0x28, 0xf9, 0x07, 0x49, 0x13, 0xba,
+ 0xf8, 0x2d, 0x3f, 0x32, 0x04, 0xcb, 0xc6, 0xdf, 0x09, 0x50, 0xbb, 0x13,
+ 0x26, 0x23, 0x67, 0x1f, 0xc2, 0xc8, 0x29, 0xe5, 0x49, 0xf6, 0xeb, 0x27,
+ 0xc0, 0x12, 0x55, 0x55, 0xfc, 0xe6, 0x06, 0xea, 0x6e, 0x2a, 0xf5, 0xe5,
+ 0xda, 0xe4, 0x26, 0x42, 0x1b, 0xef, 0xf2, 0xc4, 0x61, 0xef, 0xb9, 0xf6,
+ 0xcf, 0x14, 0x6d, 0x11, 0xcc, 0xbd, 0xd6, 0xfe, 0xf9, 0x28, 0x0e, 0x19,
+ 0xcd, 0x27, 0x11, 0x28, 0x1c, 0x17, 0x13, 0x0e, 0x53, 0xf9, 0x1f, 0xed,
+ 0x1e, 0xc5, 0x29, 0x66, 0xbd, 0xac, 0x00, 0x0e, 0x3b, 0x0b, 0xa0, 0x15,
+ 0x05, 0xb4, 0xff, 0x04, 0xc1, 0xb6, 0xcc, 0x24, 0x1d, 0x64, 0xdc, 0x00,
+ 0x1e, 0xcc, 0x2b, 0x25, 0xf6, 0x2d, 0xfb, 0xf2, 0x3b, 0x3a, 0x0d, 0xe9,
+ 0xb9, 0xca, 0x16, 0x39, 0xe6, 0x11, 0xf5, 0xe4, 0x0c, 0x52, 0x9c, 0xd8,
+ 0xcb, 0xdc, 0x10, 0xfe, 0xe2, 0xcc, 0xd2, 0x2e, 0x58, 0x50, 0xc0, 0xc1,
+ 0xc7, 0x1c, 0x60, 0xe9, 0xe4, 0xac, 0xc6, 0x03, 0x42, 0x5a, 0xbe, 0xe9,
+ 0xb0, 0xb4, 0x3a, 0x2e, 0xf9, 0xee, 0xc4, 0xf6, 0x0c, 0x14, 0xa5, 0xe9,
+ 0x1d, 0xf7, 0x35, 0x67, 0xa9, 0x25, 0xd7, 0x29, 0xfb, 0x59, 0xdc, 0x2a,
+ 0xda, 0xaf, 0x0b, 0x1c, 0x9e, 0xe4, 0xc0, 0xf2, 0x71, 0xf2, 0xf3, 0xef,
+ 0x02, 0xf5, 0x24, 0x3a, 0xd6, 0xeb, 0xeb, 0xf2, 0x57, 0x08, 0xc2, 0x15,
+ 0x28, 0xbf, 0x08, 0x5e, 0xa9, 0xbe, 0xc1, 0xf1, 0x37, 0x0d, 0x1f, 0xe9,
+ 0x00, 0xf2, 0xf8, 0x13, 0x09, 0x12, 0xb2, 0xda, 0x45, 0x08, 0xfe, 0x09,
+ 0x0a, 0xe4, 0x25, 0x2d, 0xf9, 0xc7, 0xfd, 0xfd, 0x18, 0x59, 0xa9, 0x2d,
+ 0xd1, 0xe0, 0x24, 0x38, 0xfe, 0xc9, 0xf4, 0xe0, 0x2c, 0x47, 0xe0, 0xd0,
+ 0x10, 0x1f, 0x25, 0x2b, 0x29, 0x07, 0xae, 0x17, 0x09, 0x47, 0x2b, 0x2c,
+ 0x2b, 0xd5, 0xfd, 0x45, 0xcb, 0x10, 0x13, 0xe4, 0x26, 0x1d, 0xea, 0x28,
+ 0x1d, 0x1a, 0x69, 0x43, 0xff, 0x22, 0xba, 0xb1, 0xfc, 0x28, 0xeb, 0xe8,
+ 0xe2, 0x04, 0x64, 0x14, 0xce, 0x1f, 0xbf, 0xfe, 0x72, 0x57, 0xcb, 0xe7,
+ 0x28, 0x16, 0x6d, 0x13, 0xb5, 0xda, 0xee, 0x23, 0x11, 0xf3, 0xc1, 0xea,
+ 0x0c, 0xc3, 0x70, 0x05, 0x10, 0x09, 0x2b, 0x27, 0x73, 0x5c, 0xeb, 0xe3,
+ 0xd1, 0x1d, 0x49, 0x46, 0xfe, 0xd9, 0xb9, 0xd0, 0x49, 0x1b, 0x0c, 0xdb,
+ 0x2d, 0xfd, 0x4a, 0x65, 0x06, 0xfd, 0x19, 0xe4, 0x72, 0x23, 0xac, 0xb4,
+ 0xd5, 0x14, 0x18, 0x24, 0xbd, 0xe9, 0xbd, 0xd9, 0x10, 0x37, 0xd0, 0x09,
+ 0x10, 0x0f, 0xef, 0x0e, 0xc5, 0x24, 0x05, 0xb6, 0x39, 0x2a, 0xde, 0xe4,
+ 0xc0, 0x1f, 0xff, 0x03, 0xa8, 0xaf, 0xc4, 0xf3, 0x49, 0xe1, 0xef, 0x14,
+ 0xec, 0xaf, 0x05, 0x48, 0x15, 0xd9, 0x04, 0xea, 0x4f, 0x4b, 0xd7, 0xe9,
+ 0xdd, 0xc9, 0x35, 0x04, 0xf4, 0xff, 0xbe, 0xd6, 0x54, 0x2b, 0x02, 0x20,
+ 0xd0, 0xb8, 0x14, 0xe2, 0xe7, 0xb6, 0xf1, 0x16, 0x59, 0x25, 0x1c, 0x19,
+ 0xd5, 0x16, 0xfd, 0x42, 0x26, 0xe6, 0xbf, 0xea, 0x02, 0x45, 0xb6, 0xd1,
+ 0xcf, 0xcd, 0x0d, 0x41, 0xb6, 0xf2, 0xd4, 0xee, 0x44, 0x09, 0x28, 0xf4,
+ 0x26, 0xfa, 0x43, 0x1f, 0xdd, 0x24, 0x1e, 0xff, 0x0d, 0xeb, 0x12, 0x18,
+ 0xaf, 0x1f, 0x79, 0x42, 0xf8, 0x0a, 0x10, 0xc2, 0x3c, 0x06, 0xc7, 0xec,
+ 0xea, 0xbb, 0x2d, 0x32, 0x15, 0x21, 0x2a, 0x04, 0xf9, 0x28, 0x0d, 0xfc,
+ 0x2c, 0xbe, 0x56, 0xf8, 0x1a, 0xec, 0x07, 0xca, 0x58, 0x26, 0x07, 0xfa,
+ 0xaf, 0xbe, 0x1d, 0x48, 0xa6, 0x2d, 0x0c, 0x1c, 0xf3, 0xe7, 0x9e, 0x2c,
+ 0x08, 0xde, 0xec, 0xe4, 0xf1, 0xaf, 0xd0, 0xbf, 0x2e, 0xdd, 0xf7, 0xbc,
+ 0xc2, 0xc3, 0x22, 0x35, 0x0b, 0x0c, 0x0c, 0xfa, 0x2b, 0x3a, 0xbd, 0xc8,
+ 0x27, 0x2e, 0x14, 0x16, 0xc0, 0xb2, 0xc4, 0x17, 0x3b, 0x17, 0xb2, 0x21,
+ 0x22, 0xe7, 0x77, 0x06, 0xf0, 0xb0, 0xd7, 0x02, 0x27, 0x4d, 0x05, 0x2b,
+ 0x04, 0x2b, 0xf9, 0xfe, 0xbd, 0xd7, 0xe5, 0x04, 0x6a, 0x10, 0xed, 0xba,
+ 0x23, 0xf9, 0x4c, 0xfd, 0xa2, 0xfa, 0xde, 0xd0, 0x13, 0x19, 0xd9, 0xd7,
+ 0xbb, 0xc1, 0xf8, 0x52, 0xf6, 0xb5, 0xc3, 0x0d, 0xf6, 0x57, 0xc3, 0x1d,
+ 0x1d, 0x29, 0x05, 0x11, 0xe4, 0xe1, 0x19, 0xfb, 0x26, 0xdc, 0xf0, 0x00,
+ 0x05, 0xf9, 0x4c, 0x14, 0xec, 0xf3, 0xd1, 0x1a, 0x47, 0x0b, 0xe2, 0x14,
+ 0xfb, 0x08, 0x21, 0x27, 0x18, 0x14, 0xfc, 0xf8, 0x1a, 0x07, 0xf0, 0x24,
+ 0x14, 0x1f, 0x44, 0x07, 0x26, 0x1e, 0x23, 0x37, 0x3f, 0x1c, 0xfd, 0xde,
+ 0x0f, 0x1a, 0x41, 0x20, 0x2b, 0xea, 0xff, 0xf5, 0x44, 0x0e, 0x20, 0x11,
+ 0x0f, 0xf3, 0x62, 0xf3, 0xf7, 0x01, 0xfc, 0x1e, 0x7f, 0x0c, 0x2d, 0x29,
+ 0x1b, 0xe7, 0x74, 0xf7, 0x26, 0x1c, 0xf7, 0x05, 0x45, 0x26, 0xf2, 0x09,
+ 0x00, 0x05, 0x5a, 0x28, 0xe1, 0xfd, 0x2d, 0xe3, 0x64, 0x16, 0xef, 0xec,
+ 0x32, 0x1f, 0x3b, 0x30, 0x2f, 0x0e, 0x29, 0xd9, 0x52, 0xfa, 0xf3, 0x30,
+ 0x0d, 0xe0, 0x70, 0xea, 0xfb, 0x1d, 0x07, 0xe5, 0x4c, 0xf2, 0xeb, 0x2d,
+ 0xeb, 0xd8, 0x78, 0xf7, 0x09, 0xfe, 0xfd, 0xd6, 0x6d, 0x1b, 0x0e, 0xe4,
+ 0x32, 0x26, 0x70, 0xeb, 0x0c, 0xf1, 0x12, 0xf2, 0x4b, 0x07, 0x07, 0x1f,
+ 0xff, 0xf8, 0x5a, 0xed, 0xff, 0x2d, 0x05, 0x1a, 0x26, 0xf4, 0xe8, 0xff,
+ 0x1d, 0xe6, 0x36, 0x17, 0xeb, 0x1a, 0x15, 0xe5, 0x37, 0xfc, 0xe5, 0xf3,
+ 0xf8, 0x17, 0x2a, 0x12, 0xe9, 0x1e, 0x27, 0xd2, 0x2e, 0xd9, 0xe3, 0x2b,
+ 0x3b, 0xfa, 0x18, 0x0e, 0xf5, 0x29, 0x2d, 0x04, 0x23, 0xf3, 0xca, 0x18,
+ 0x3e, 0xcd, 0x22, 0xe0, 0xd2, 0x1f, 0x1d, 0xf2, 0x15, 0xdf, 0xf0, 0x26,
+ 0x2a, 0x1e, 0x4d, 0xec, 0xea, 0xf0, 0x1d, 0xed, 0x21, 0xb7, 0xc8, 0x26,
+ 0x1d, 0x17, 0x20, 0xb9, 0xf9, 0x2d, 0x21, 0xde, 0x3e, 0xe7, 0xe6, 0x14,
+ 0x39, 0x13, 0x1f, 0xd0, 0xe6, 0xef, 0x3c, 0xce, 0x37, 0xfb, 0xdf, 0x23,
+ 0xf7, 0xda, 0xea, 0xfc, 0xc6, 0x00, 0x2e, 0x0b, 0x00, 0xc1, 0xf8, 0xf1,
+ 0x07, 0xd6, 0x03, 0xfb, 0xd5, 0x10, 0x0a, 0xf4, 0x28, 0xce, 0xee, 0xe9,
+ 0xf0, 0xdb, 0xee, 0xc4, 0xb6, 0x20, 0x27, 0x11, 0xda, 0xf2, 0xd9, 0xe7,
+ 0x0d, 0xde, 0xf9, 0xec, 0xc7, 0xf0, 0x2d, 0x08, 0x02, 0xf3, 0xff, 0xf1,
+ 0x23, 0xd6, 0xdf, 0xb8, 0xfa, 0x09, 0x0c, 0xd8, 0xd7, 0xde, 0xdb, 0x0a,
+ 0x0e, 0xde, 0xda, 0xbb, 0xc7, 0x26, 0x21, 0xde, 0xff, 0xd3, 0xdd, 0xe4,
+ 0x06, 0xe2, 0x04, 0xd5, 0xfa, 0x25, 0xff, 0xfb, 0x16, 0xec, 0xee, 0xe9,
+ 0xfd, 0xe6, 0xc8, 0xed, 0x05, 0xe9, 0x21, 0xe6, 0xe2, 0xe1, 0x07, 0xfc,
+ 0xf2, 0x1f, 0xe6, 0xcd, 0xe6, 0x07, 0xf3, 0xde, 0xc9, 0xd3, 0xd7, 0x20,
+ 0x08, 0x02, 0xfe, 0xd5, 0xdb, 0x27, 0xf6, 0x25, 0x00, 0xf8, 0x18, 0xee,
+ 0xeb, 0xf5, 0xeb, 0xc5, 0xec, 0xef, 0x2f, 0x0c, 0xfe, 0xc7, 0x0d, 0x25,
+ 0x25, 0x03, 0xf3, 0xe1, 0xd0, 0x23, 0xe5, 0xf9, 0xdb, 0xde, 0x07, 0x0c,
+ 0x0d, 0xe5, 0x00, 0xfc, 0xfe, 0xdf, 0x07, 0x10, 0xc2, 0xf2, 0x06, 0xe8,
+ 0x03, 0x00, 0x01, 0xde, 0x08, 0xf5, 0x11, 0x06, 0xc1, 0xe8, 0xf1, 0x05,
+ 0x03, 0xe1, 0x00, 0xeb, 0xff, 0x16, 0x1e, 0xe8, 0xf8, 0xda, 0x1a, 0x06,
+ 0xfc, 0x14, 0xf2, 0x0a, 0x04, 0x24, 0x1c, 0x10, 0xda, 0xbb, 0xe7, 0x04,
+ 0x0b, 0x2f, 0xda, 0xd8, 0x10, 0x06, 0x1b, 0x32, 0x0a, 0xb9, 0x0e, 0xf8,
+ 0x2e, 0xff, 0x00, 0xd1, 0x1b, 0x12, 0x1b, 0xea, 0x0a, 0xcb, 0xe7, 0xf6,
+ 0xef, 0xf6, 0xfe, 0xda, 0x04, 0x1a, 0x12, 0xfc, 0xd7, 0xe7, 0xe4, 0x09,
+ 0x0c, 0x1f, 0x0b, 0xc0, 0xda, 0xf6, 0x23, 0xec, 0xfb, 0xbf, 0xe6, 0xfc,
+ 0x2b, 0x2d, 0xd0, 0xf0, 0xef, 0x21, 0x0d, 0x11, 0xc0, 0xc1, 0x1d, 0x05,
+ 0x02, 0x0a, 0xe9, 0x02, 0xee, 0x03, 0xe8, 0x07, 0xe9, 0xfa, 0xf7, 0xf4,
+ 0x2e, 0x14, 0xeb, 0xf7, 0xde, 0xe7, 0x27, 0x15, 0xed, 0xec, 0x0f, 0x11,
+ 0xe5, 0x0f, 0xcc, 0xf1, 0xe3, 0xec, 0x27, 0xf4, 0xc8, 0xfb, 0x19, 0xf1,
+ 0xee, 0xdf, 0xc1, 0xc3, 0x02, 0xe6, 0x1f, 0x01, 0x0e, 0xc1, 0xfd, 0xe1,
+ 0x0e, 0xf8, 0xc8, 0xce, 0x00, 0x01, 0xfa, 0x06, 0xf7, 0xcf, 0x14, 0xf2,
+ 0xe4, 0xe1, 0xca, 0xf2, 0xe3, 0x25, 0x24, 0xfc, 0xde, 0xcc, 0xf2, 0x18,
+ 0x12, 0x18, 0xcf, 0xfe, 0x09, 0xf0, 0x2f, 0xe9, 0xf4, 0x0d, 0x10, 0xe0,
+ 0x27, 0xf8, 0xf3, 0xcb, 0xe1, 0x24, 0x2e, 0xf5, 0xff, 0xdb, 0xe1, 0xf3,
+ 0x2e, 0x1f, 0xfc, 0xbe, 0x11, 0x09, 0x1e, 0x19, 0x00, 0x05, 0x13, 0x0c,
+ 0x1c, 0x2d, 0xcd, 0xe5, 0xea, 0x04, 0xee, 0x27, 0xe0, 0xb3, 0xef, 0x24,
+ 0xfb, 0xe8, 0xd7, 0xd6, 0xe1, 0x0c, 0x28, 0xe9, 0x00, 0xee, 0xf4, 0x15,
+ 0x19, 0x31, 0x00, 0xae, 0xed, 0x1b, 0x12, 0x08, 0xe8, 0xd3, 0x00, 0x1b,
+ 0x03, 0x13, 0x20, 0xad, 0xbc, 0x26, 0xd1, 0x28, 0x0c, 0xd0, 0xc7, 0x19,
+ 0x00, 0x24, 0xf0, 0xd2, 0xc5, 0x06, 0x0c, 0xf4, 0xfa, 0xf3, 0xd8, 0x07,
+ 0x0b, 0x41, 0x15, 0xb3, 0xf4, 0x23, 0xce, 0xf7, 0x3e, 0xc2, 0x04, 0xe3,
+ 0xfa, 0xf2, 0x2e, 0xd0, 0x05, 0x1d, 0xf5, 0xfe, 0xf2, 0xef, 0xea, 0x16,
+ 0xd3, 0x0e, 0x3a, 0x03, 0xf2, 0xf8, 0x12, 0x28, 0x10, 0xf6, 0xcd, 0xe1,
+ 0xee, 0x1a, 0x1b, 0x06, 0xe9, 0xde, 0xd2, 0x3e, 0x00, 0xdb, 0x0b, 0x20,
+ 0x16, 0xf1, 0x41, 0x13, 0x1f, 0xe4, 0x18, 0x1f, 0x50, 0xa5, 0x0a, 0xde,
+ 0xc1, 0x99, 0x65, 0xda, 0x06, 0x38, 0xcb, 0x22, 0x48, 0xf9, 0xa4, 0x1b,
+ 0xaf, 0x8f, 0x54, 0xe4, 0x35, 0xbf, 0x0e, 0x31, 0x87, 0x4b, 0xc6, 0xf1,
+ 0xfd, 0x5c, 0x8c, 0x9e, 0xd5, 0x36, 0xa7, 0x68, 0x57, 0xd4, 0x0c, 0x51,
+ 0x0b, 0x19, 0xd9, 0x4a, 0xc0, 0x9c, 0xcc, 0x15, 0xf3, 0xdd, 0x1b, 0x52,
+ 0x3c, 0xc4, 0x5e, 0x85, 0x60, 0x2c, 0xf7, 0xf4, 0x06, 0x54, 0x51, 0x25,
+ 0x96, 0x95, 0x1e, 0xb4, 0x1f, 0x87, 0x04, 0x16, 0xa0, 0xfb, 0xb7, 0x24,
+ 0x65, 0x3e, 0x2e, 0x8c, 0xd6, 0xb7, 0x5c, 0x1a, 0x5f, 0x90, 0xf5, 0x21,
+ 0xfa, 0x95, 0x27, 0x52, 0x04, 0x9e, 0x6c, 0x5a, 0x8d, 0x38, 0x3f, 0x50,
+ 0x3d, 0xc9, 0xe1, 0x38, 0xdb, 0x85, 0x86, 0xfb, 0x8b, 0x9f, 0x6a, 0xb3,
+ 0x6b, 0x86, 0x93, 0x67, 0xc6, 0x56, 0x42, 0xe8, 0x30, 0x44, 0xf1, 0x5e,
+ 0x87, 0xfe, 0x9e, 0x92, 0x5c, 0x8c, 0xe3, 0x59, 0x2c, 0xd4, 0x4f, 0xf3,
+ 0xd6, 0xe6, 0x49, 0x43, 0x2c, 0xd5, 0x9e, 0x4f, 0xd7, 0x25, 0xce, 0x14,
+ 0xfe, 0x28, 0xef, 0x57, 0xa6, 0xfe, 0x61, 0x69, 0x63, 0xb1, 0x4c, 0xb4,
+ 0xd1, 0xa1, 0x8d, 0x55, 0x06, 0xa8, 0xff, 0xe5, 0x06, 0xb5, 0xa1, 0xde,
+ 0x54, 0x22, 0x11, 0xfb, 0x48, 0x93, 0xac, 0x93, 0x87, 0xdf, 0x21, 0x4a,
+ 0x18, 0x2d, 0xd8, 0x05, 0x5f, 0x3e, 0x63, 0xce, 0x85, 0x08, 0x02, 0x87,
+ 0x60, 0xe8, 0xff, 0xda, 0xae, 0xe4, 0x20, 0x12, 0xd2, 0x00, 0xf8, 0xeb,
+ 0xee, 0xd3, 0xd2, 0x8d, 0x3a, 0xc3, 0x97, 0x24, 0xfb, 0x25, 0xf6, 0x28,
+ 0xeb, 0x66, 0xe3, 0xad, 0x4b, 0xdd, 0x33, 0x13, 0x36, 0x09, 0xe7, 0xe2,
+ 0xc7, 0xf6, 0x40, 0xcf, 0x9a, 0x6c, 0x81, 0x1a, 0x05, 0xc1, 0x2c, 0x4c,
+ 0xfc, 0xa4, 0x1d, 0x5d, 0x86, 0x07, 0xd2, 0x88, 0x97, 0x12, 0x60, 0x8c,
+ 0xa2, 0x66, 0xdb, 0xf0, 0xd4, 0xc4, 0xe4, 0xe9, 0xb1, 0x07, 0x2a, 0xe6,
+ 0x50, 0x58, 0x5d, 0xc4, 0x9c, 0x0c, 0x4d, 0x47, 0xd2, 0x5b, 0xd4, 0x35,
+ 0x36, 0x1e, 0x4f, 0x0b, 0xfe, 0x36, 0x25, 0xcd, 0xab, 0xfe, 0x4b, 0xc1,
+ 0x9e, 0x82, 0x15, 0x8a, 0x60, 0x14, 0xdf, 0xd2, 0x43, 0x8d, 0xf9, 0x84,
+ 0x02, 0x8a, 0x93, 0xca, 0x43, 0x01, 0x94, 0xe8, 0xcc, 0x10, 0xb3, 0x09,
+ 0x63, 0x1a, 0x30, 0xcf, 0xe6, 0x91, 0x23, 0x93, 0x20, 0xd3, 0x09, 0xaa,
+ 0x67, 0x21, 0xd5, 0xbb, 0xfd, 0xd0, 0xdd, 0x4d, 0xca, 0xc1, 0xad, 0x19,
+ 0xe7, 0xa4, 0xdc, 0x96, 0x97, 0x55, 0x26, 0x10, 0x04, 0x2b, 0x3a, 0x4b,
+ 0x04, 0x4d, 0xc5, 0xab, 0x6d, 0x91, 0x1c, 0xa6, 0x8d, 0x4d, 0xe2, 0x3e,
+ 0x8c, 0x50, 0x2c, 0xf4, 0x22, 0x0f, 0x23, 0x1d, 0x62, 0xf2, 0xad, 0x1c,
+ 0x59, 0xdb, 0x49, 0x86, 0xab, 0x26, 0xbc, 0xf1, 0xd7, 0xdb, 0x60, 0x69,
+ 0x91, 0xe6, 0x23, 0x31, 0xd6, 0x90, 0xc6, 0x2c, 0x3d, 0x2c, 0x3b, 0x26,
+ 0x55, 0x95, 0x9a, 0x65, 0x00, 0x99, 0x9d, 0xac, 0x89, 0x22, 0xad, 0x10,
+ 0xd1, 0x6c, 0x1a, 0x8e, 0xa0, 0xb9, 0x48, 0x30, 0x4a, 0x9c, 0x61, 0xa0,
+ 0x1a, 0x6b, 0x6e, 0x62, 0x9e, 0x9a, 0x2d, 0x82, 0x22, 0x18, 0x86, 0x93,
+ 0x69, 0xcd, 0x8b, 0x62, 0x46, 0xc8, 0x53, 0x96, 0x31, 0xc8, 0xfc, 0x17,
+ 0x31, 0xc5, 0x8a, 0x15, 0xcb, 0x06, 0xea, 0xfb, 0x16, 0xd6, 0x0c, 0x8a,
+ 0x30, 0x0d, 0xd9, 0xb8, 0xe5, 0xa1, 0x85, 0xdf, 0xe9, 0xf2, 0xab, 0x24,
+ 0x2b, 0x84, 0x1e, 0x4a, 0xa7, 0x21, 0x17, 0x28, 0x43, 0x46, 0x3d, 0x28,
+ 0x3f, 0x6b, 0x01, 0xa6, 0x5c, 0xcf, 0x60, 0x01, 0x5d, 0x6d, 0xd2, 0xef,
+ 0x5a, 0x3e, 0xd2, 0x0d, 0xfa, 0x96, 0x3f, 0x1c, 0xad, 0x57, 0xb6, 0x35,
+ 0xee, 0x50, 0xf8, 0x61, 0x59, 0x90, 0x59, 0x99, 0x5c, 0xaf, 0xb2, 0xe5,
+ 0x9b, 0xc8, 0xf8, 0x36, 0x95, 0x5f, 0x01, 0xa8, 0xfd, 0x85, 0xe4, 0x12,
+ 0x07, 0x9c, 0x6f, 0x3a, 0x2a, 0x6d, 0xc0, 0x8f, 0xc5, 0xe7, 0x03, 0x05,
+ 0x66, 0x02, 0x3a, 0x57, 0x99, 0x2b, 0x2b, 0x20, 0x28, 0x60, 0x59, 0x08,
+ 0xd8, 0x88, 0xf5, 0xe1, 0xc4, 0x57, 0x48, 0x1b, 0xcf, 0x6a, 0xd2, 0x65,
+ 0xcf, 0x18, 0xf6, 0xed, 0x00, 0x31, 0xbc, 0x39, 0x38, 0x51, 0x9a, 0x6a,
+ 0x29, 0xa4, 0xcc, 0xc1, 0xca, 0x88, 0x3f, 0xac, 0xe6, 0x3a, 0xf7, 0x4d,
+ 0xf2, 0xb0, 0x00, 0x16, 0x6c, 0xd4, 0x25, 0xde, 0xae, 0xf2, 0x41, 0x98,
+ 0xcd, 0xf9, 0x37, 0xa8, 0x43, 0xf2, 0x9f, 0x03, 0x02, 0x4e, 0x06, 0xe1,
+ 0x1d, 0x34, 0xab, 0x2a, 0xa8, 0x4c, 0x2e, 0x8c, 0xa5, 0x2f, 0xc0, 0xdc,
+ 0x87, 0xd7, 0xf2, 0x32, 0x3d, 0x9b, 0x59, 0x15, 0x28, 0x24, 0x39, 0x3c,
+ 0x32, 0x68, 0xfd, 0xa7, 0x36, 0x46, 0x27, 0xae, 0x3d, 0xf3, 0xed, 0x8f,
+ 0x69, 0xda, 0x20, 0x45, 0x5b, 0xd1, 0xe5, 0xb0, 0x62, 0xd9, 0x5b, 0x9d,
+ 0x15, 0x4b, 0xd8, 0x4b, 0x62, 0xa8, 0x25, 0x52, 0x0a, 0xd6, 0xdd, 0x37,
+ 0xa0, 0xfe, 0x8a, 0xf2, 0xc3, 0xd5, 0x2f, 0xe0, 0x85, 0xa0, 0x2f, 0xb8,
+ 0x8e, 0x51, 0x60, 0xe2, 0x89, 0xbf, 0xce, 0xa5, 0xc8, 0xb2, 0xff, 0xaf,
+ 0x4c, 0xd2, 0x8d, 0x47, 0x00, 0x11, 0xd1, 0x5c, 0x94, 0x31, 0x1b, 0x25,
+ 0xe1, 0xa0, 0xeb, 0x92, 0x06, 0xee, 0xf6, 0xf1, 0x3d, 0xfc, 0x18, 0x27,
+ 0x25, 0x28, 0x0e, 0xa9, 0x07, 0x1c, 0x0b, 0x18, 0x0b, 0xf2, 0x37, 0xe5,
+ 0xe2, 0x1e, 0x24, 0xf0, 0x2a, 0xfe, 0xdc, 0x2b, 0x35, 0xec, 0x35, 0x1b,
+ 0x04, 0x2e, 0xed, 0xea, 0x3d, 0xfd, 0x37, 0x2c, 0x3d, 0xd2, 0x23, 0xee,
+ 0x28, 0xf2, 0x06, 0xc8, 0x1e, 0x07, 0xeb, 0xfc, 0x3e, 0x06, 0x24, 0x1f,
+ 0x1f, 0x21, 0x3d, 0xe0, 0xfe, 0x14, 0xfc, 0xf3, 0xdc, 0x0b, 0xf2, 0x28,
+ 0x26, 0xf7, 0xe1, 0x07, 0x2d, 0x3d, 0x1e, 0xef, 0xfc, 0xda, 0x1b, 0xf4,
+ 0xec, 0x2b, 0x2b, 0xef, 0x3b, 0x16, 0x2e, 0x09, 0x0b, 0xe4, 0x31, 0x23,
+ 0x25, 0xdc, 0x20, 0xeb, 0x24, 0xfa, 0xf2, 0x3a, 0x3b, 0xce, 0x23, 0xf3,
+ 0x37, 0xe3, 0x1e, 0xf4, 0x07, 0xf8, 0x3d, 0xd9, 0x3a, 0xf6, 0x08, 0xf8,
+ 0xe3, 0xee, 0xe7, 0xd8, 0x24, 0x1d, 0x07, 0x23, 0xda, 0xad, 0x17, 0x1f,
+ 0x14, 0x32, 0x36, 0xd4, 0x1b, 0xe7, 0x32, 0x0a, 0x16, 0xa5, 0x02, 0x2f,
+ 0x17, 0x17, 0x0b, 0xc4, 0xef, 0x29, 0xea, 0xde, 0xf9, 0xd0, 0x28, 0x3d,
+ 0x22, 0x01, 0xdc, 0xf4, 0x15, 0x08, 0x1b, 0x1e, 0x19, 0xb3, 0x23, 0xea,
+ 0xe8, 0x18, 0xe9, 0xa4, 0xfc, 0x17, 0x42, 0x02, 0xf4, 0xd7, 0xfd, 0x3b,
+ 0x0e, 0x0d, 0x0b, 0x9e, 0xf9, 0x27, 0x39, 0x30, 0xd9, 0xad, 0x20, 0xe4,
+ 0xfd, 0x20, 0x1a, 0xdd, 0xe6, 0xe7, 0xe6, 0x10, 0x13, 0xec, 0x09, 0x26,
+ 0xef, 0x14, 0x16, 0xbd, 0x3b, 0x3d, 0x31, 0x0c, 0x22, 0xe9, 0x1f, 0x18,
+ 0x34, 0xf4, 0xe1, 0xd5, 0x1d, 0x10, 0x3e, 0x04, 0xd2, 0x8e, 0xfb, 0x3e,
+ 0x45, 0x20, 0xe0, 0x84, 0x00, 0x2b, 0x40, 0x26, 0xd1, 0x87, 0x43, 0x3a,
+ 0x0d, 0xe3, 0xd7, 0xcc, 0x3b, 0x18, 0xec, 0xdd, 0x1b, 0xcb, 0x24, 0x14,
+ 0x2a, 0xd5, 0xd3, 0x97, 0xf9, 0x0d, 0xfd, 0x1d, 0xbc, 0xcd, 0x38, 0x2a,
+ 0x40, 0x08, 0xcc, 0x98, 0xef, 0xf3, 0x11, 0xf6, 0xf7, 0x89, 0x47, 0xfc,
+ 0x44, 0x26, 0x10, 0xad, 0xf1, 0xe2, 0x38, 0xd9, 0xbc, 0x81, 0x16, 0x04,
+ 0x00, 0x01, 0xca, 0xae, 0xfd, 0x13, 0x21, 0xef, 0xcd, 0x9e, 0x10, 0xed,
+ 0x31, 0x2c, 0xe6, 0xd4, 0x3f, 0x02, 0x2a, 0xdd, 0xcc, 0x9d, 0x0c, 0x09,
+ 0xf7, 0xf8, 0xd3, 0xcc, 0xf6, 0x18, 0xf7, 0xe8, 0xcb, 0x81, 0x14, 0xeb,
+ 0x21, 0xe4, 0x05, 0xb1, 0x42, 0x13, 0x31, 0x1b, 0xae, 0x84, 0x1f, 0xf7,
+ 0xfa, 0xdb, 0xbf, 0xa8, 0x11, 0x21, 0x25, 0x1f, 0xb7, 0x83, 0x10, 0xfb,
+ 0x41, 0x2a, 0xdf, 0xd8, 0x38, 0xf4, 0xeb, 0xef, 0xfd, 0xa8, 0x2b, 0x06,
+ 0x0d, 0xf2, 0xb3, 0x94, 0x30, 0x0f, 0x0a, 0x3c, 0x08, 0x98, 0xf0, 0xff,
+ 0x18, 0xff, 0xfa, 0xd3, 0x36, 0x08, 0x26, 0x07, 0xb9, 0xe9, 0x50, 0x2b,
+ 0x09, 0x2f, 0xdd, 0xe9, 0x43, 0xfe, 0xed, 0x05, 0x08, 0xda, 0x38, 0xe1,
+ 0xf1, 0x40, 0xb0, 0xea, 0x49, 0xe9, 0x12, 0x0f, 0xc9, 0xbf, 0x49, 0x42,
+ 0x25, 0xfd, 0xce, 0xf4, 0x03, 0x25, 0xe6, 0x1b, 0xce, 0x8d, 0x4c, 0x01,
+ 0x38, 0x13, 0xf6, 0xc9, 0x02, 0x34, 0xf6, 0x1c, 0xc8, 0xa7, 0x40, 0x32,
+ 0xf3, 0xf3, 0xc2, 0xf3, 0x50, 0x07, 0x1f, 0xea, 0xbd, 0xdc, 0x3a, 0x23,
+ 0x00, 0x00, 0xc7, 0xc8, 0x41, 0xee, 0x26, 0x3d, 0xe8, 0x8b, 0xef, 0x06,
+ 0x18, 0x20, 0xd2, 0xa6, 0xfc, 0xe9, 0x2f, 0x2f, 0xf9, 0xd5, 0x23, 0x32,
+ 0x25, 0xfb, 0xee, 0xe5, 0x0b, 0xfd, 0x3d, 0xe8, 0xb1, 0xe3, 0x0f, 0x0d,
+ 0x30, 0x28, 0xc7, 0xb4, 0x21, 0x06, 0xe7, 0xf0, 0xbd, 0xa2, 0x2b, 0x26,
+ 0x40, 0x04, 0xee, 0xe4, 0x64, 0x3b, 0xe4, 0x21, 0xd7, 0xdc, 0x20, 0x07,
+ 0x30, 0xf3, 0x02, 0xfe, 0x26, 0x29, 0xe2, 0x22, 0xe5, 0xf6, 0x4e, 0x0b,
+ 0x31, 0x40, 0xd4, 0xa5, 0x3d, 0xdb, 0x3f, 0xea, 0x0b, 0xb2, 0x35, 0x37,
+ 0x08, 0x30, 0xc3, 0xe9, 0x32, 0x15, 0xe6, 0xf5, 0x1c, 0xc3, 0x49, 0x12,
+ 0x43, 0x16, 0xcf, 0xdd, 0x41, 0xe9, 0xf6, 0x0a, 0xad, 0xda, 0x0a, 0x38,
+ 0x0c, 0xf1, 0xe1, 0xd2, 0x01, 0x04, 0x0b, 0x37, 0x9d, 0xb7, 0x3e, 0xde,
+ 0x38, 0xeb, 0xcb, 0xce, 0x42, 0x3d, 0x10, 0x01, 0xdf, 0xbb, 0xe9, 0x31,
+ 0x08, 0x16, 0xe7, 0xb4, 0x0b, 0xda, 0xf3, 0x02, 0xc7, 0xbf, 0x12, 0x2e,
+ 0x43, 0x29, 0xe5, 0xe5, 0x32, 0x2b, 0x23, 0x38, 0xfb, 0xfb, 0x45, 0xe9,
+ 0x21, 0x1e, 0x02, 0xd5, 0x47, 0x02, 0xff, 0x31, 0xda, 0xf2, 0xf3, 0xfa,
+ 0xe5, 0xea, 0xfd, 0xf4, 0xeb, 0xf1, 0x1b, 0x14, 0x06, 0xa5, 0x37, 0xf5,
+ 0xe8, 0x49, 0xdd, 0xdb, 0xe9, 0xfd, 0xd4, 0x13, 0xf3, 0xef, 0x10, 0x1e,
+ 0x12, 0xfd, 0xeb, 0xb2, 0x45, 0xef, 0x2e, 0xf1, 0xf2, 0xca, 0x0f, 0x3f,
+ 0x1c, 0x19, 0x1d, 0xd1, 0x00, 0x39, 0x15, 0x16, 0xed, 0x8d, 0xfc, 0x1a,
+ 0xd1, 0x0c, 0xd0, 0x8b, 0x3d, 0x25, 0xdf, 0x1f, 0xfa, 0x95, 0x44, 0x3e,
+ 0x12, 0x21, 0xe8, 0xba, 0xf1, 0x2d, 0xe5, 0x46, 0xe9, 0x9a, 0x42, 0xea,
+ 0xd9, 0x23, 0xcf, 0xb8, 0x3f, 0x24, 0xe8, 0xe4, 0x38, 0xf3, 0x4d, 0xf1,
+ 0x2c, 0x1e, 0x39, 0xc1, 0x5f, 0xdd, 0x2b, 0x3a, 0xe3, 0xf5, 0x10, 0xf9,
+ 0xdb, 0x21, 0x21, 0xf1, 0x0a, 0x23, 0xff, 0x30, 0x46, 0xea, 0x3f, 0xf2,
+ 0x86, 0x46, 0x5f, 0xdc, 0x93, 0xc4, 0x1b, 0xbf, 0xaf, 0xed, 0xf5, 0xd4,
+ 0x45, 0xb6, 0xe8, 0x3d, 0xb1, 0x07, 0x56, 0x3b, 0xc0, 0xc2, 0xca, 0xff,
+ 0xee, 0xb1, 0x56, 0x17, 0x30, 0x29, 0x10, 0x2d, 0x9f, 0x27, 0x52, 0x40,
+ 0x73, 0xab, 0x70, 0xbd, 0x6b, 0x0e, 0x8a, 0x09, 0x6c, 0x55, 0xec, 0xef,
+ 0xb3, 0x35, 0x1c, 0x2c, 0x48, 0xd9, 0xf9, 0xa1, 0x47, 0x1d, 0x7d, 0xa1,
+ 0xcc, 0xa9, 0x12, 0xee, 0xd9, 0xbe, 0x53, 0xa5, 0xb7, 0xe6, 0xbd, 0xed,
+ 0x0b, 0xeb, 0x48, 0x8c, 0xe1, 0x46, 0x65, 0x02, 0xa2, 0x49, 0x4d, 0x29,
+ 0x9b, 0x44, 0x31, 0x11, 0x48, 0x5c, 0x3d, 0xac, 0xfe, 0x91, 0x03, 0xe9,
+ 0x3d, 0xdd, 0x12, 0xc9, 0xe7, 0x88, 0x6f, 0x03, 0x8b, 0x8f, 0xd2, 0xfc,
+ 0x9d, 0xd9, 0x5a, 0xd0, 0xf3, 0xd8, 0xcd, 0x31, 0x88, 0x22, 0x2d, 0x10,
+ 0x09, 0x60, 0x3b, 0x5b, 0x9e, 0x2d, 0x7a, 0x99, 0xe0, 0x77, 0x57, 0x9a,
+ 0xf1, 0x03, 0xe2, 0xa8, 0xa9, 0xa1, 0x0c, 0x11, 0xb5, 0xb7, 0xcb, 0xbd,
+ 0x23, 0x3a, 0x83, 0x74, 0x7d, 0x30, 0x10, 0x55, 0x03, 0x49, 0x4a, 0x9f,
+ 0xe2, 0xf4, 0x90, 0xec, 0xcc, 0x91, 0x3c, 0x9a, 0x70, 0x16, 0x8a, 0xa9,
+ 0xbc, 0x86, 0x22, 0x0e, 0x1a, 0x1c, 0x44, 0xb2, 0x96, 0x25, 0xe5, 0xac,
+ 0x22, 0xfc, 0x3f, 0x6e, 0xc1, 0x77, 0xcb, 0xe5, 0xf4, 0xd3, 0x56, 0xf5,
+ 0xfa, 0x1a, 0x34, 0x0f, 0x12, 0x2e, 0xd2, 0xc2, 0x1b, 0xc1, 0x95, 0x39,
+ 0xee, 0xe3, 0x5f, 0xa6, 0x41, 0xaf, 0x1c, 0x7a, 0x23, 0x90, 0x5f, 0xf7,
+ 0x2d, 0x4d, 0x59, 0x7b, 0x79, 0x56, 0x47, 0x4c, 0x99, 0x73, 0x9f, 0xac,
+ 0x8c, 0xc7, 0x63, 0xf8, 0x1f, 0xec, 0xa8, 0x5e, 0x9b, 0x00, 0xcd, 0xb0,
+ 0x1c, 0x90, 0x7c, 0x8e, 0xde, 0x9a, 0xb3, 0x4a, 0xcb, 0x8b, 0x2e, 0x0a,
+ 0x41, 0xa9, 0x52, 0x9a, 0xd9, 0xe3, 0x00, 0x55, 0xfe, 0xb0, 0xb0, 0xb9,
+ 0x6b, 0x9f, 0x1e, 0x4e, 0xc1, 0x05, 0xd0, 0x83, 0xdb, 0xce, 0x2e, 0x6b,
+ 0x84, 0xc0, 0x02, 0x95, 0xf6, 0x1b, 0x24, 0xca, 0xe5, 0x06, 0x92, 0x57,
+ 0x05, 0xa4, 0x40, 0xb1, 0x17, 0x8b, 0x23, 0xce, 0x26, 0x18, 0x6b, 0x14,
+ 0x2b, 0x9e, 0xa1, 0x65, 0x08, 0x1e, 0xeb, 0xd7, 0xd8, 0xc2, 0xf1, 0xa0,
+ 0xab, 0x5b, 0x86, 0x1d, 0xc3, 0x3d, 0x7f, 0x50, 0xd5, 0x8f, 0xc2, 0xd1,
+ 0x56, 0x02, 0xc4, 0x8c, 0x41, 0xf7, 0x69, 0x78, 0x6b, 0x70, 0x4c, 0xf9,
+ 0x30, 0xce, 0x46, 0x03, 0xd0, 0x28, 0x56, 0xed, 0x46, 0xa8, 0x2e, 0x96,
+ 0x32, 0x88, 0xd7, 0x94, 0x87, 0x83, 0xef, 0xba, 0x20, 0x48, 0x01, 0x9a,
+ 0x4c, 0x36, 0x49, 0x8c, 0x9a, 0x28, 0xc1, 0xaf, 0x9e, 0x3a, 0xda, 0x54,
+ 0xc3, 0xf5, 0x50, 0x7e, 0x92, 0x97, 0x25, 0x35, 0xc8, 0xdc, 0xcb, 0xdd,
+ 0xd7, 0x08, 0x92, 0x9c, 0x59, 0xe4, 0x9b, 0xe6, 0x95, 0xd7, 0x1c, 0x65,
+ 0x43, 0xd6, 0x01, 0xb7, 0x1c, 0x33, 0x91, 0x8a, 0xb1, 0x32, 0x8a, 0x58,
+ 0xfd, 0x10, 0x5b, 0x39, 0xf3, 0xe8, 0xf6, 0x9d, 0xff, 0xdd, 0x93, 0x11,
+ 0x5f, 0x48, 0x05, 0x7c, 0xc0, 0x09, 0xd3, 0x4a, 0xa9, 0x38, 0x21, 0xb8,
+ 0x96, 0x19, 0x2e, 0x90, 0x32, 0x45, 0x43, 0xac, 0xd6, 0xb5, 0x55, 0x8a,
+ 0x6b, 0x21, 0x8d, 0xc4, 0x74, 0xec, 0x8c, 0x93, 0xb0, 0x77, 0x7d, 0x19,
+ 0x64, 0x19, 0xdf, 0x02, 0xc6, 0x19, 0xb4, 0xee, 0x2b, 0xea, 0xf7, 0x6b,
+ 0x76, 0x5a, 0x63, 0xbc, 0x61, 0x79, 0x3c, 0x3e, 0x42, 0xda, 0x6a, 0xda,
+ 0x66, 0x6e, 0x4b, 0x27, 0x15, 0x37, 0x44, 0xde, 0xe9, 0xda, 0x9b, 0xaf,
+ 0x3b, 0x0d, 0x91, 0xb0, 0x06, 0xc9, 0xa3, 0x2a, 0x62, 0x30, 0x10, 0x92,
+ 0xef, 0x13, 0x91, 0xe0, 0xce, 0x6d, 0xcf, 0xef, 0xba, 0xce, 0x2a, 0x13,
+ 0x24, 0x11, 0xae, 0x38, 0x5f, 0x54, 0x56, 0xdc, 0x25, 0xbe, 0x52, 0x86,
+ 0xf7, 0xd6, 0xed, 0x2c, 0x0b, 0x03, 0xe5, 0xd5, 0x50, 0x13, 0x94, 0xf0,
+ 0x6e, 0x83, 0x57, 0xd7, 0xd0, 0xad, 0x04, 0x87, 0x68, 0xb2, 0xcf, 0x76,
+ 0xd2, 0xb2, 0x0a, 0x35, 0x1e, 0xe4, 0xeb, 0x3d, 0x89, 0x00, 0x48, 0x4d,
+ 0x00, 0x5d, 0x3f, 0xea, 0xdc, 0xd6, 0x0a, 0x53, 0x19, 0xb3, 0x7c, 0x3c,
+ 0x9b, 0xcc, 0x62, 0xba, 0xf8, 0x1a, 0x1f, 0x29, 0x13, 0x06, 0xef, 0x00,
+ 0x8b, 0xce, 0x60, 0xf6, 0x74, 0xf7, 0xe6, 0x83, 0xe2, 0xc6, 0x4b, 0x93,
+ 0x63, 0x23, 0x2d, 0x01, 0x1d, 0xd3, 0xbf, 0x2a, 0x86, 0xac, 0xfa, 0xf3,
+ 0x2c, 0xc2, 0x88, 0x1f, 0x61, 0xab, 0x8b, 0x5f, 0xbe, 0xbd, 0x37, 0xd3,
+ 0xdf, 0x89, 0xa7, 0x74, 0x29, 0x40, 0xb5, 0x02, 0xf5, 0x72, 0xc9, 0x21,
+ 0xd3, 0xf6, 0x11, 0x39, 0xf1, 0x71, 0x8d, 0x9b, 0xda, 0x6a, 0x05, 0x73,
+ 0x0a, 0x58, 0x71, 0xbf, 0x8c, 0xc1, 0x7e, 0x1b, 0x90, 0xc0, 0xa1, 0xf3,
+ 0x53, 0x1b, 0xf9, 0x05, 0x3b, 0x42, 0xce, 0xec, 0x89, 0x7a, 0x8e, 0x73,
+ 0x5f, 0x7e, 0xbe, 0x16, 0xaa, 0xfd, 0x05, 0xcf, 0xb5, 0x95, 0x99, 0xc3,
+ 0x4e, 0xf4, 0x83, 0x88, 0x42, 0xd6, 0x8a, 0x30, 0xcf, 0x3f, 0x06, 0x6b,
+ 0x21, 0xec, 0x43, 0x23, 0xd9, 0x1e, 0xec, 0x5a, 0x86, 0x5f, 0xfc, 0xe1,
+ 0xb5, 0xa9, 0xf4, 0x42, 0x4d, 0x58, 0x0f, 0x15, 0xcd, 0xfd, 0x34, 0xfe,
+ 0xa8, 0xbe, 0xa4, 0x0b, 0xbb, 0xbd, 0xad, 0x4b, 0xf7, 0xfd, 0x03, 0x5c,
+ 0x02, 0xf1, 0x8f, 0x64, 0xb9, 0x70, 0xab, 0x36, 0x5a, 0xc7, 0x6e, 0xf7,
+ 0x10, 0xab, 0xdd, 0xa1, 0xc5, 0x5d, 0x81, 0xac, 0x4c, 0xcb, 0x33, 0xc3,
+ 0x06, 0xf4, 0xac, 0x42, 0x26, 0xc2, 0x94, 0xbf, 0x10, 0xd1, 0x84, 0x98,
+ 0x1b, 0x0e, 0xfc, 0xb2, 0x64, 0x39, 0x5a, 0xc5, 0xc3, 0x9f, 0xf9, 0xa0,
+ 0xa5, 0x9a, 0x7c, 0xe8, 0x59, 0xf4, 0x8c, 0x13, 0x6b, 0x2e, 0x6a, 0x46,
+ 0x4e, 0x01, 0xb1, 0xd1, 0xdc, 0xc8, 0x9e, 0x52, 0x23, 0x27, 0x50, 0x1a,
+ 0xd2, 0x10, 0x4c, 0xc3, 0x2e, 0x87, 0x7d, 0xf1, 0xeb, 0x57, 0x9d, 0xe0,
+ 0xd3, 0xeb, 0xb1, 0x9c, 0xaf, 0x8f, 0x38, 0x27, 0xb4, 0x83, 0x0c, 0x23,
+ 0x1e, 0xca, 0x1e, 0x3c, 0x6a, 0xaa, 0xe9, 0x4b, 0xf8, 0x9f, 0x53, 0xa6,
+ 0xe4, 0xe7, 0x8f, 0xa9, 0xcd, 0xf4, 0x94, 0x73, 0x67, 0x7a, 0xd2, 0x2b,
+ 0x92, 0x00, 0x43, 0xc8, 0x44, 0x10, 0x6d, 0x0f, 0x0c, 0xe4, 0x14, 0xfd,
+ 0xc7, 0x30, 0xd5, 0x49, 0x6b, 0x37, 0x61, 0xed, 0x0d, 0xed, 0xd1, 0xa7,
+ 0xdb, 0x37, 0x1f, 0x25, 0x1c, 0x04, 0x5f, 0xdf, 0x67, 0xd2, 0xcc, 0x53,
+ 0x04, 0x99, 0xcb, 0x4d, 0xa2, 0x11, 0x86, 0xda, 0x5e, 0xc6, 0x2c, 0xc7,
+ 0x2f, 0x9f, 0xa2, 0xe6, 0x62, 0x8b, 0x75, 0xc8, 0x6f, 0x9a, 0xbc, 0xba,
+ 0xb6, 0x03, 0xd9, 0xe2, 0x33, 0x81, 0x52, 0x64, 0xf2, 0xf3, 0xe7, 0x2c,
+ 0x06, 0xd5, 0x55, 0xe8, 0xb7, 0xa6, 0x8f, 0x98, 0x8e, 0xa7, 0xe3, 0x62,
+ 0xd8, 0x16, 0x69, 0xba, 0xc0, 0x2d, 0x84, 0x23, 0x13, 0xd7, 0x2f, 0x8c,
+ 0x56, 0xd6, 0x0c, 0xf0, 0x19, 0x5e, 0x00, 0x5e, 0x1a, 0x5c, 0x75, 0xe2,
+ 0x09, 0xec, 0xd9, 0xd4, 0xd8, 0x95, 0xc4, 0x31, 0x04, 0x39, 0x29, 0x64,
+ 0x81, 0x4e, 0x38, 0x94, 0x0d, 0xb8, 0x6e, 0x15, 0x9a, 0x5f, 0x49, 0xde,
+ 0x76, 0xbd, 0x57, 0xce, 0x7e, 0x5f, 0xf3, 0xfb, 0x5c, 0x77, 0x3d, 0x78,
+ 0xc6, 0x0e, 0x4f, 0x38, 0xa4, 0x64, 0x70, 0x44, 0x2f, 0x63, 0x7e, 0x9e,
+ 0xe9, 0x27, 0x58, 0x0e, 0x61, 0x44, 0x18, 0xe6, 0x5d, 0x88, 0xb4, 0x2c,
+ 0x1a, 0xd8, 0x0b, 0x14, 0x0a, 0x2b, 0xb9, 0xbf, 0x1d, 0x03, 0x53, 0xec,
+ 0x7b, 0x9d, 0x81, 0x35, 0x9e, 0xfd, 0x94, 0x00, 0x99, 0x06, 0x36, 0x3a,
+ 0x0e, 0x7c, 0xa6, 0xed, 0xb2, 0xed, 0x21, 0x84, 0x6b, 0x3a, 0x6c, 0xf5,
+ 0x26, 0x53, 0x41, 0xde, 0x0c, 0xed, 0x93, 0x65, 0x59, 0x0c, 0xd3, 0xea,
+ 0x79, 0x01, 0xf5, 0x9a, 0xf5, 0xd9, 0xec, 0x8f, 0xc0, 0x96, 0xe7, 0x52,
+ 0x82, 0xfb, 0x02, 0x56, 0x9a, 0x64, 0x97, 0x5b, 0x5b, 0xc3, 0x56, 0xa2,
+ 0xee, 0xac, 0x7c, 0x9e, 0x97, 0x66, 0x1e, 0x47, 0xe0, 0xc8, 0x9b, 0x16,
+ 0xea, 0x9b, 0x8e, 0x11, 0x71, 0x7e, 0x6a, 0x71, 0xb4, 0xd0, 0x07, 0x2c,
+ 0xca, 0xd3, 0x0d, 0x89, 0x07, 0xd7, 0xc9, 0xd0, 0xdd, 0xf9, 0x10, 0x21,
+ 0x4e, 0xb5, 0xf3, 0x3d, 0x85, 0xd6, 0xea, 0x77, 0x7a, 0xbb, 0x81, 0x19,
+ 0xea, 0x58, 0xbe, 0x0e, 0x3b, 0x4c, 0x7d, 0x84, 0xc6, 0xbf, 0x27, 0x4b,
+ 0xc7, 0xff, 0xd4, 0x1d, 0xff, 0x4c, 0xb1, 0xeb, 0xea, 0x24, 0x56, 0xc2,
+ 0xbc, 0x8b, 0x57, 0xcf, 0xbf, 0xa2, 0x77, 0x29, 0x6c, 0x45, 0x01, 0xf2,
+ 0xdd, 0x66, 0x55, 0x03, 0x56, 0x6a, 0x87, 0x45, 0xdc, 0x89, 0x6d, 0xe4,
+ 0x3c, 0xbd, 0x62, 0x5a, 0xc8, 0x0e, 0xef, 0x28, 0xc8, 0x0b, 0x56, 0x53,
+ 0x3f, 0x83, 0xed, 0x13, 0x94, 0x06, 0xac, 0xff, 0x84, 0x89, 0x5c, 0xee,
+ 0x27, 0x07, 0x8d, 0x0d, 0x83, 0x8c, 0x85, 0x5a, 0xb5, 0xad, 0x59, 0xa3,
+ 0x26, 0x97, 0x82, 0x43, 0xd1, 0xee, 0x87, 0x42, 0x95, 0x40, 0x30, 0x3e,
+ 0xc8, 0xfe, 0x5d, 0xa5, 0xf3, 0x30, 0x4e, 0xe3, 0x6d, 0xef, 0x10, 0x37,
+ 0xac, 0x1b, 0xbf, 0x25, 0x35, 0x68, 0x07, 0xeb, 0x27, 0xeb, 0x8a, 0x83,
+ 0xdf, 0xb3, 0xb3, 0x74, 0xc7, 0xc2, 0x61, 0x70, 0x4e, 0xd8, 0xdf, 0xdc,
+ 0xf5, 0x4a, 0xbe, 0x79, 0x3a, 0x3e, 0x9d, 0x35, 0x8e, 0xa9, 0xe6, 0x2a,
+ 0xab, 0x87, 0x40, 0x83, 0xc7, 0xbc, 0x95, 0xa5, 0xd1, 0xb0, 0x56, 0x52,
+ 0x8e, 0x9a, 0x94, 0x21, 0x8e, 0x73, 0xd8, 0x6d, 0x0a, 0xf5, 0x67, 0x8e,
+ 0xda, 0x24, 0x29, 0x0a, 0x8c, 0x35, 0xb2, 0xa3, 0x0f, 0x00, 0x0e, 0x05,
+ 0xd8, 0xa9, 0xcb, 0xf7, 0x4e, 0x0b, 0x97, 0x19, 0xfc, 0x55, 0x17, 0x73,
+ 0xfe, 0x6a, 0x2e, 0x97, 0x89, 0x79, 0x93, 0x2c, 0x27, 0x81, 0xcb, 0xfd,
+ 0xd1, 0xdc, 0xca, 0x81, 0x76, 0x23, 0xea, 0xb6, 0xaf, 0xa4, 0xd6, 0x11,
+ 0x98, 0xe7, 0x99, 0xfa, 0x58, 0x55, 0xfb, 0x9c, 0x66, 0xcd, 0x56, 0xec,
+ 0x12, 0xd6, 0x87, 0x30, 0xf6, 0x06, 0xe5, 0xef, 0x04, 0xd8, 0xf1, 0xd2,
+ 0x42, 0x36, 0x85, 0x57, 0x08, 0x11, 0x46, 0x5e, 0x1d, 0x19, 0x6a, 0xac,
+ 0x9c, 0x56, 0x6d, 0x06, 0x97, 0xab, 0x5a, 0x3e, 0x76, 0xa7, 0x5a, 0xdf,
+ 0xc3, 0xe7, 0x59, 0x86, 0x14, 0x9b, 0xb4, 0x51, 0xbe, 0x67, 0x7c, 0x1f,
+ 0xd7, 0x32, 0x65, 0xfc, 0x52, 0xba, 0xcb, 0x02, 0xbd, 0xef, 0x59, 0x52,
+ 0x34, 0x8b, 0x56, 0x40, 0xc2, 0xe2, 0xb1, 0xae, 0x66, 0x59, 0x58, 0x94,
+ 0xac, 0xb2, 0xe3, 0x59, 0x93, 0xd0, 0x9e, 0x04, 0xf3, 0x8b, 0xef, 0xa5,
+ 0x65, 0x24, 0x63, 0x2e, 0x1e, 0x21, 0x22, 0x41, 0xe8, 0x2f, 0xa0, 0x54,
+ 0xf9, 0xae, 0xa1, 0xec, 0xe7, 0x0a, 0x14, 0xcf, 0xaf, 0x0c, 0x44, 0x30,
+ 0xec, 0x8c, 0x26, 0xac, 0x47, 0x64, 0x93, 0x4e, 0x13, 0xfd, 0x40, 0x56,
+ 0x05, 0x15, 0xcb, 0x9f, 0x53, 0xc5, 0x90, 0x15, 0xd7, 0xdc, 0xec, 0xf7,
+ 0x11, 0xdc, 0xff, 0x8e, 0xfc, 0x60, 0xe5, 0x14, 0xe7, 0xec, 0xb6, 0x3d,
+ 0x31, 0x42, 0x54, 0xe0, 0x3f, 0x4d, 0x2f, 0xd0, 0xe4, 0xfd, 0xe0, 0xaf,
+ 0xe1, 0xe6, 0x34, 0xf2, 0xed, 0xcc, 0xbb, 0x9a, 0x4a, 0x9d, 0x28, 0x2a,
+ 0x08, 0x9a, 0xe6, 0x53, 0xb4, 0xf7, 0x8e, 0x1b, 0xb0, 0x41, 0x49, 0x47,
+ 0xd6, 0x65, 0xec, 0xb5, 0x3b, 0x90, 0x57, 0xcd, 0x8f, 0xc6, 0xe1, 0x43,
+ 0x08, 0xd8, 0x8d, 0x1f, 0x37, 0xb3, 0xbc, 0xf8, 0xc6, 0x28, 0xc3, 0x14,
+ 0x49, 0xf6, 0x9c, 0x96, 0xbf, 0xba, 0x2c, 0x1c, 0xe5, 0x5e, 0xed, 0x21,
+ 0x60, 0xb7, 0x04, 0x04, 0x12, 0xe8, 0x28, 0x25, 0x9c, 0x13, 0xf2, 0xf5,
+ 0xd7, 0x2b, 0x92, 0xdd, 0x2a, 0xbb, 0xee, 0xbc, 0xa8, 0x9a, 0xa1, 0xe9,
+ 0x45, 0x4d, 0x33, 0xa4, 0xb5, 0x9f, 0x96, 0x25, 0x44, 0xc1, 0x0f, 0x47,
+ 0x53, 0x0a, 0xce, 0x47, 0xd0, 0x02, 0x04, 0xc5, 0x62, 0xec, 0x2b, 0x35,
+ 0xeb, 0xe2, 0x5e, 0x46, 0x48, 0x9f, 0x60, 0x97, 0xed, 0x36, 0x47, 0x4d,
+ 0x37, 0x98, 0x47, 0x93, 0x16, 0x82, 0x4e, 0x8a, 0x84, 0xe6, 0x0d, 0x53,
+ 0xfa, 0x45, 0xb9, 0xc2, 0x47, 0xc4, 0x4f, 0x59, 0x9d, 0x2c, 0xdb, 0xaf,
+ 0x2d, 0xcf, 0x47, 0x5f, 0x8f, 0x2b, 0x32, 0x43, 0xf3, 0x94, 0x15, 0x2c,
+ 0x40, 0xc8, 0x9e, 0xd5, 0xd1, 0x8d, 0xce, 0xc2, 0x3e, 0xde, 0x29, 0x1a,
+ 0x50, 0x91, 0xc5, 0xc6, 0x8e, 0x8d, 0x42, 0x59, 0x28, 0x2d, 0x2b, 0x0e,
+ 0xf3, 0xf4, 0x5d, 0x2b, 0xb1, 0xf9, 0xc4, 0x47, 0xf8, 0xb3, 0x04, 0x2e,
+ 0x0b, 0x09, 0xa1, 0x3d, 0x62, 0x50, 0xe8, 0xa0, 0x28, 0xd1, 0x96, 0xdc,
+ 0x3a, 0x63, 0x48, 0x83, 0x29, 0xf1, 0xca, 0xc8, 0xb5, 0xd2, 0xb2, 0xd8,
+ 0xa9, 0x4f, 0x13, 0x58, 0xbc, 0x03, 0x1a, 0xda, 0x99, 0x1b, 0x95, 0x36,
+ 0x48, 0xfa, 0xfa, 0x29, 0x06, 0x4a, 0x1f, 0x34, 0x56, 0x07, 0xa3, 0xc4,
+ 0xf3, 0x2f, 0x67, 0x06, 0x18, 0x19, 0xc1, 0x99, 0x43, 0xc3, 0xed, 0xa5,
+ 0x1f, 0x0a, 0xeb, 0x8c, 0x38, 0x39, 0x8e, 0x5c, 0x14, 0xba, 0xbc, 0x41,
+ 0xdc, 0x02, 0xa5, 0x2d, 0xba, 0x86, 0xe7, 0x98, 0xbc, 0x9b, 0xdc, 0x37,
+ 0xfc, 0x03, 0x0a, 0x3f, 0x0d, 0x24, 0x00, 0x35, 0x3c, 0x12, 0xda, 0x24,
+ 0xdb, 0x82, 0xa9, 0xca, 0xaa, 0x15, 0x0b, 0x9e, 0xe6, 0x82, 0x86, 0x3e,
+ 0xcd, 0xc7, 0xdc, 0x3e, 0x23, 0x8c, 0xba, 0x2a, 0xef, 0xd2, 0x5c, 0x2e,
+ 0x17, 0xf5, 0x06, 0x11, 0xed, 0xd0, 0xfc, 0xd6, 0x07, 0xae, 0x15, 0x3a,
+ 0xa3, 0x28, 0x0e, 0xf3, 0x1f, 0x2c, 0x5a, 0xa8, 0xc1, 0x96, 0xad, 0x81,
+ 0x25, 0x8f, 0xaf, 0xde, 0x07, 0xa7, 0x24, 0x88, 0x8f, 0xa6, 0xef, 0x34,
+ 0x91, 0x26, 0xfe, 0xdf, 0xe6, 0xed, 0x46, 0xfb, 0x8a, 0x33, 0xee, 0x4e,
+ 0x50, 0xc3, 0xa7, 0xb1, 0x8d, 0x25, 0x4e, 0x0f, 0xf5, 0xa6, 0x37, 0xf4,
+ 0x06, 0x4c, 0x39, 0x1d, 0x12, 0xad, 0xf8, 0x18, 0x01, 0xcd, 0x93, 0x2a,
+ 0x2a, 0x03, 0x49, 0x27, 0x17, 0x63, 0xd8, 0xf1, 0x94, 0xe5, 0x2e, 0x52,
+ 0xd8, 0x19, 0x3b, 0x5b, 0x42, 0x51, 0x12, 0x2b, 0x19, 0x47, 0xa6, 0xc0,
+ 0x81, 0x96, 0xc1, 0x49, 0xe5, 0x95, 0x99, 0x62, 0xd0, 0xcf, 0xbe, 0x2b,
+ 0x12, 0xf7, 0x30, 0x58, 0x30, 0xe5, 0x5d, 0x8b, 0x6b, 0x8a, 0xe1, 0x08,
+ 0xbe, 0xd5, 0x2e, 0xa3, 0x09, 0xb2, 0xb5, 0x38, 0x4f, 0x16, 0xac, 0x4a,
+ 0x52, 0x8b, 0xb6, 0x0e, 0x2d, 0x2f, 0xbe, 0x9a, 0x06, 0x24, 0x84, 0x34,
+ 0x19, 0x25, 0x5b, 0x0c, 0xa7, 0xc8, 0x57, 0x0f, 0x4b, 0x15, 0x01, 0x50,
+ 0xdc, 0xe7, 0xd2, 0xdd, 0x0a, 0x15, 0x55, 0xce, 0xa0, 0xaf, 0xeb, 0x4d,
+ 0xa1, 0x0a, 0x0f, 0x46, 0xa7, 0x63, 0xe0, 0x1d, 0xc4, 0x52, 0x68, 0x10,
+ 0xac, 0x3e, 0xb9, 0x54, 0xb3, 0x35, 0xd3, 0x81, 0xc4, 0xe6, 0x06, 0x02,
+ 0x93, 0xc8, 0x4b, 0x14, 0x14, 0xe2, 0x30, 0x1f, 0xd7, 0x16, 0x8b, 0xa5,
+ 0xe7, 0x31, 0x6a, 0xaf, 0xaa, 0xd3, 0x38, 0x2b, 0xc0, 0xca, 0x2b, 0x2b,
+ 0xa3, 0xe7, 0x9e, 0xe8, 0x9d, 0xd4, 0x4d, 0x01, 0xcf, 0xbc, 0x2f, 0x98,
+ 0x9a, 0xba, 0xd2, 0x3b, 0x5a, 0x3b, 0xf0, 0x88, 0xcd, 0x35, 0xa4, 0x50,
+ 0x91, 0xd9, 0x17, 0x2d, 0xc8, 0x2d, 0xe1, 0x55, 0xdb, 0x2d, 0x37, 0x9e,
+ 0x42, 0xe8, 0x0e, 0x38, 0xbe, 0x01, 0xb5, 0x57, 0x3b, 0xf0, 0x2f, 0x4d,
+ 0x8b, 0xce, 0x00, 0x5f, 0x10, 0x3e, 0xfe, 0x11, 0x40, 0xfb, 0xea, 0x50,
+ 0x1f, 0x32, 0xf9, 0x88, 0xc2, 0x3a, 0xa1, 0xdf, 0x0a, 0x12, 0x38, 0x93,
+ 0xe4, 0x5d, 0xae, 0x0b, 0x65, 0xbf, 0xc0, 0xa7, 0x65, 0x2d, 0x38, 0xfe,
+ 0x4b, 0x64, 0x12, 0xf5, 0xc5, 0x19, 0x2f, 0xde, 0xd1, 0x98, 0x9c, 0xe8,
+ 0x67, 0xad, 0xe3, 0x50, 0x07, 0xe7, 0xaf, 0x9e, 0xd4, 0xe3, 0x0c, 0xa0,
+ 0x52, 0x90, 0x34, 0x3a, 0x8d, 0x56, 0xc7, 0x2d, 0xb1, 0x92, 0x43, 0x0b,
+ 0x84, 0xca, 0xdd, 0x9d, 0xba, 0x51, 0x27, 0x1c, 0x03, 0xa8, 0xe1, 0x30,
+ 0xfa, 0xc3, 0x25, 0xe2, 0xb8, 0xb1, 0x11, 0xaf, 0x69, 0x5b, 0x98, 0x3d,
+ 0x3d, 0xc7, 0x12, 0x11, 0x67, 0x32, 0x83, 0xc7, 0x4b, 0xfe, 0x2b, 0x92,
+ 0xaa, 0xb5, 0xbb, 0x3e, 0x11, 0x0c, 0x29, 0x60, 0xb3, 0xb1, 0x64, 0xb4,
+ 0x45, 0xb5, 0x13, 0xaa, 0xae, 0xef, 0x3d, 0x37, 0x37, 0x9a, 0x98, 0x2b,
+ 0x66, 0xb4, 0x07, 0x66, 0xbb, 0xa3, 0xac, 0x9d, 0x51, 0xb6, 0x4a, 0x44,
+ 0x22, 0x00, 0xa0, 0x8c, 0x96, 0x1a, 0x5e, 0x85, 0xda, 0x34, 0x43, 0x5c,
+ 0xb5, 0x29, 0x5e, 0x6a, 0x2e, 0xf1, 0x49, 0x40, 0x83, 0xdb, 0x32, 0x4d,
+ 0xfc, 0xae, 0x61, 0x9a, 0x33, 0x1d, 0xcd, 0xd0, 0x44, 0xe2, 0x21, 0xf2,
+ 0x20, 0x62, 0xbd, 0x6a, 0xe0, 0x10, 0x86, 0x68, 0x6c, 0xc8, 0xf7, 0x65,
+ 0x64, 0x90, 0x5c, 0xd5, 0x8f, 0xbd, 0x24, 0x29, 0x81, 0xcc, 0xc0, 0xe5,
+ 0x66, 0xaa, 0x16, 0xba, 0x21, 0x5a, 0x6d, 0x6a, 0x42, 0x84, 0xa1, 0x1b,
+ 0xf5, 0xa8, 0xb5, 0x3b, 0x1e, 0x2c, 0xe5, 0x9b, 0xe0, 0x54, 0xd5, 0x6a,
+ 0x2d, 0xc5, 0x28, 0x30, 0x32, 0xe4, 0xdd, 0xb6, 0xee, 0x30, 0xdb, 0x62,
+ 0x00, 0xe4, 0xae, 0xfb, 0x22, 0x92, 0x15, 0xec, 0x99, 0x49, 0x2d, 0xb7,
+ 0x27, 0x5a, 0x95, 0x36, 0xef, 0xc7, 0x26, 0x12, 0x94, 0xa9, 0x3d, 0x85,
+ 0x3c, 0x25, 0x3f, 0x57, 0xfa, 0x2f, 0x1b, 0xc8, 0x93, 0x4e, 0x5b, 0x9e,
+ 0xbf, 0x5f, 0xe9, 0xb8, 0xd8, 0xc6, 0xb3, 0xa9, 0x58, 0x95, 0xeb, 0xea,
+ 0x1c, 0xd7, 0x01, 0x69, 0x9d, 0xe1, 0x5d, 0x45, 0xcf, 0x82, 0x8f, 0x41,
+ 0x1a, 0x0b, 0x62, 0x6a, 0x11, 0xf0, 0xa3, 0x86, 0x9f, 0x8a, 0x93, 0xed,
+ 0x06, 0xe0, 0x5e, 0x51, 0x18, 0x45, 0x98, 0x85, 0x1a, 0xef, 0x99, 0x40,
+ 0x00, 0x91, 0x09, 0xa8, 0x08, 0xda, 0x8f, 0x15, 0xa3, 0xc6, 0x0f, 0x84,
+ 0x39, 0x8f, 0x4f, 0xab, 0x89, 0x59, 0x0b, 0x99, 0xa3, 0x39, 0x88, 0xb5,
+ 0x55, 0xac, 0x49, 0xab, 0xb7, 0x94, 0x1b, 0x4e, 0xce, 0x41, 0x5f, 0xb0,
+ 0xfd, 0x62, 0x24, 0xbd, 0x53, 0x37, 0x52, 0x1b, 0x5f, 0x39, 0x0e, 0x48,
+ 0x19, 0xaa, 0x08, 0x48, 0x6d, 0xb1, 0x85, 0xa6, 0x07, 0x33, 0x53, 0xe4,
+ 0x46, 0xa0, 0x29, 0xae, 0x28, 0xf8, 0x1f, 0x12, 0xfa, 0x4a, 0x48, 0xb2,
+ 0xf0, 0x4e, 0x9e, 0x3a, 0x49, 0x0d, 0x4d, 0x0a, 0xc8, 0x16, 0xff, 0x4a,
+ 0x5a, 0x48, 0x01, 0x2f, 0x9c, 0x18, 0x4c, 0xb3, 0x53, 0x6c, 0xcc, 0x14,
+ 0x0e, 0x36, 0x53, 0x85, 0x8c, 0xe7, 0xbc, 0x23, 0xa0, 0x51, 0x95, 0xdc,
+ 0x0b, 0x0a, 0x1a, 0xa9, 0x67, 0xd2, 0x42, 0x88, 0x2d, 0xbe, 0x3e, 0x29,
+ 0x8a, 0xe5, 0x48, 0x18, 0x34, 0xed, 0x06, 0x0f, 0x30, 0x0f, 0xbd, 0xfc,
+ 0x3f, 0xf6, 0xf0, 0xe9, 0x2a, 0x4c, 0x03, 0x64, 0xed, 0x6b, 0x6d, 0x2c,
+ 0xf8, 0xa4, 0x00, 0x09, 0xf9, 0xcf, 0xa3, 0xe1, 0x30, 0x43, 0xe3, 0x62,
+ 0x84, 0xc5, 0x27, 0xc4, 0x62, 0x04, 0x26, 0xcd, 0x65, 0x13, 0xc8, 0xb2,
+ 0x13, 0x8e, 0xd2, 0x57, 0x58, 0x3b, 0x56, 0xf3, 0x8e, 0x10, 0xef, 0xd3,
+ 0x12, 0x61, 0x2a, 0x51, 0x6c, 0xa5, 0xfa, 0xd0, 0xbe, 0xac, 0x89, 0x52,
+ 0x9d, 0x45, 0xb8, 0x84, 0xcf, 0xc1, 0x1b, 0x1f, 0x96, 0xf5, 0xeb, 0x31,
+ 0x08, 0x87, 0x6d, 0x27, 0xca, 0x52, 0xe5, 0xf1, 0xfe, 0xc7, 0x6b, 0x66,
+ 0xa6, 0xb1, 0x82, 0x40, 0xdd, 0xd5, 0x5c, 0xd4, 0xca, 0xa8, 0xce, 0xf1,
+ 0x60, 0x85, 0x65, 0x29, 0x8b, 0x97, 0x9c, 0xb9, 0x4f, 0xb3, 0x5c, 0xb3,
+ 0xcd, 0x8f, 0x21, 0x24, 0x1d, 0xcd, 0x0c, 0x47, 0x08, 0x07, 0x82, 0x82,
+ 0x67, 0x5c, 0xef, 0xd2, 0xa1, 0x07, 0xd5, 0x07, 0xa7, 0xd7, 0xc1, 0xad,
+ 0xf0, 0x62, 0x28, 0x15, 0x32, 0x45, 0xfc, 0xc1, 0x63, 0x04, 0x4d, 0xf6,
+ 0x49, 0xcb, 0xd8, 0xcb, 0x28, 0x3e, 0x2f, 0xbc, 0xec, 0x3d, 0xbb, 0x0e,
+ 0x1f, 0xeb, 0x68, 0xc5, 0x4b, 0x29, 0x28, 0x5d, 0x95, 0x42, 0xfe, 0x8e,
+ 0x34, 0x0c, 0xe2, 0xcd, 0xc6, 0xce, 0x56, 0xed, 0x64, 0x6a, 0x17, 0xec,
+ 0x34, 0xfd, 0xc5, 0x9d, 0xe5, 0xb6, 0xb1, 0x66, 0x3f, 0xf0, 0x06, 0x46,
+ 0xa6, 0xa1, 0xe8, 0xdb, 0x5d, 0x48, 0xf3, 0x17, 0x2c, 0x99, 0x38, 0x8d,
+ 0x61, 0x94, 0x03, 0xe0, 0x8a, 0x9e, 0x6b, 0xa2, 0x5f, 0x86, 0x88, 0x54,
+ 0xdd, 0xff, 0xc1, 0x9a, 0xc4, 0x1e, 0x54, 0x00, 0x24, 0x21, 0x5c, 0xcb,
+ 0xd3, 0xd4, 0xe1, 0x59, 0xd2, 0xb2, 0x5c, 0x5f, 0xc5, 0x92, 0x9e, 0x45,
+ 0x88, 0x99, 0x81, 0xb9, 0x2e, 0x94, 0x35, 0x1a, 0xa7, 0xe4, 0x89, 0xc0,
+ 0x47, 0x06, 0x0b, 0x65, 0x03, 0x90, 0x27, 0xc8, 0xd7, 0x01, 0x53, 0xce,
+ 0xca, 0x04, 0x40, 0xaa, 0x1c, 0xa2, 0x39, 0xf5, 0xae, 0x82, 0x6d, 0xef,
+ 0xc9, 0xb7, 0xfa, 0x30, 0xd6, 0x4b, 0xe9, 0x51, 0xbb, 0x67, 0x0d, 0xaa,
+ 0x5c, 0x8f, 0xde, 0xdb, 0x82, 0x69, 0x8e, 0x09, 0xa5, 0x85, 0xad, 0x4f,
+ 0x29, 0x97, 0x3c, 0x4f, 0x83, 0x1e, 0x1b, 0x60, 0x4b, 0xf0, 0x61, 0x43,
+ 0x8e, 0xab, 0x98, 0x47, 0x66, 0x50, 0xa8, 0x95, 0xfe, 0x60, 0xea, 0x61,
+ 0x53, 0x48, 0xb5, 0x4b, 0xe8, 0x8e, 0xb6, 0x00, 0xe6, 0x9c, 0x15, 0x82,
+ 0x04, 0x57, 0xb0, 0x56, 0x8c, 0x0e, 0x62, 0xfb, 0xfb, 0xbc, 0xa4, 0x34,
+ 0x93, 0x93, 0x5b, 0xd2, 0xb5, 0xa4, 0x0c, 0xef, 0xa4, 0x28, 0x97, 0x5e,
+ 0x42, 0x54, 0xee, 0x56, 0x82, 0x9b, 0x1f, 0xd4, 0xc5, 0x86, 0x4f, 0xc2,
+ 0xfe, 0x88, 0x42, 0x0b, 0x54, 0xb5, 0xf9, 0x4b, 0x1a, 0x3b, 0x4e, 0x38,
+ 0x3d, 0x42, 0x34, 0xc5, 0xfd, 0xc6, 0x2a, 0xea, 0x1f, 0xff, 0xc8, 0xfb,
+ 0x04, 0x26, 0xf0, 0xa9, 0x61, 0xaf, 0x16, 0x82, 0x15, 0x9d, 0x52, 0x57,
+ 0xf1, 0xb8, 0xa3, 0xed, 0x10, 0x20, 0x22, 0x5f, 0x26, 0x4e, 0x1d, 0x11,
+ 0x60, 0x87, 0x30, 0xe1, 0xd6, 0x21, 0x08, 0x0a, 0xa8, 0x9d, 0x92, 0x40,
+ 0xb9, 0x96, 0x33, 0x88, 0x5c, 0x65, 0x67, 0x41, 0xd6, 0x25, 0xa6, 0xa6,
+ 0x27, 0x1f, 0xf5, 0x3d, 0x44, 0x5e, 0x8e, 0x9d, 0x91, 0x26, 0x3a, 0xa8,
+ 0xcf, 0x24, 0x15, 0x42, 0xce, 0x0c, 0x40, 0x15, 0x3e, 0x45, 0xb1, 0xfc,
+ 0xa2, 0xe3, 0x41, 0xec, 0xaf, 0x5b, 0xe1, 0x2a, 0xf3, 0x31, 0x8b, 0xd8,
+ 0xfe, 0xbf, 0x0f, 0xc2, 0x5e, 0x1c, 0x62, 0xe5, 0x5e, 0xe9, 0x92, 0x8d,
+ 0xc2, 0x09, 0x17, 0xa4, 0x07, 0x84, 0xcb, 0xec, 0x8c, 0x66, 0x2f, 0xd3,
+ 0xc6, 0x5f, 0x92, 0x2a, 0x07, 0x98, 0x1b, 0x2b, 0xf0, 0xe6, 0x9f, 0xe4,
+ 0x58, 0xb9, 0xca, 0xd0, 0xe8, 0x2f, 0x44, 0x2f, 0xf7, 0x9b, 0xf9, 0x3d,
+ 0x1e, 0x20, 0x8e, 0x4f, 0xb6, 0xea, 0xf7, 0xb0, 0x85, 0xf0, 0x2b, 0x42,
+ 0xfb, 0xa0, 0x48, 0xcb, 0x38, 0x5e, 0xe8, 0x51, 0x58, 0x5c, 0x06, 0x2b,
+ 0x85, 0x2c, 0x25, 0xe9, 0x19, 0x2d, 0x54, 0xb0, 0x3c, 0x12, 0x68, 0x65,
+ 0x10, 0xca, 0x28, 0x61, 0x4a, 0xfb, 0x19, 0x30, 0x3a, 0x8e, 0xb2, 0x9c,
+ 0xd8, 0xcb, 0x87, 0xae, 0x13, 0xc6, 0x18, 0xb0, 0x44, 0x48, 0x81, 0x5f,
+ 0xa3, 0x31, 0x65, 0x88, 0x47, 0xdf, 0xa6, 0x92, 0x85, 0x37, 0xe0, 0x2e,
+ 0xf1, 0xa4, 0xed, 0x8a, 0x68, 0xd7, 0xea, 0x81, 0x9e, 0x8b, 0x34, 0x3b,
+ 0x96, 0xe8, 0x3d, 0xf6, 0xa8, 0x46, 0xb3, 0x5b, 0x2d, 0x33, 0x8f, 0x03,
+ 0xe6, 0x26, 0x37, 0xf3, 0x58, 0x59, 0x9c, 0x17, 0x57, 0xc6, 0x66, 0x51,
+ 0xac, 0xde, 0xee, 0x86, 0xfa, 0xe4, 0x83, 0x9f, 0x99, 0x9e, 0x8a, 0x50,
+ 0x41, 0xef, 0xd6, 0xe2, 0x43, 0x54, 0x2f, 0xb0, 0xb8, 0x99, 0x08, 0x2d,
+ 0x56, 0x2b, 0xe7, 0x24, 0xa9, 0xdc, 0x93, 0x60, 0xbe, 0x4e, 0xbd, 0x5c,
+ 0x21, 0x08, 0x9c, 0xe4, 0x3d, 0xb1, 0x4a, 0x33, 0xa2, 0xd8, 0x4b, 0x4c,
+ 0x0e, 0x52, 0x36, 0x38, 0x8f, 0x58, 0xc2, 0x60, 0x9f, 0xfa, 0xf1, 0xcb,
+ 0x4e, 0xb2, 0x41, 0xb1, 0x83, 0x5b, 0x16, 0xfe, 0x3d, 0x69, 0x59, 0x3d,
+ 0x11, 0xf6, 0xf0, 0x9f, 0xa0, 0xc8, 0x1d, 0xc9, 0x31, 0x56, 0xaf, 0x42,
+ 0x22, 0xce, 0xcf, 0x47, 0x1b, 0x1d, 0xab, 0x3f, 0x45, 0xc8, 0x63, 0x37,
+ 0x8a, 0xd8, 0x48, 0x91, 0xe3, 0x43, 0xbc, 0x85, 0xac, 0xf7, 0x89, 0xdf,
+ 0xaa, 0x9a, 0x5c, 0x5f, 0x55, 0xa4, 0x3f, 0x59, 0xe5, 0xfb, 0x65, 0xe9,
+ 0x1c, 0xdd, 0xbf, 0x57, 0xc6, 0xd9, 0x62, 0xc4, 0x54, 0x36, 0xa7, 0x93,
+ 0x08, 0xeb, 0x2a, 0x91, 0xc8, 0x5b, 0x1c, 0xb0, 0xd2, 0x4e, 0xde, 0xaf,
+ 0xf2, 0xf4, 0xe3, 0x54, 0x12, 0x38, 0x3d, 0x20, 0x94, 0x15, 0x9d, 0x5a,
+ 0x62, 0xa7, 0x17, 0xb1, 0xea, 0xea, 0x99, 0x49, 0x2a, 0x2a, 0x16, 0xb5,
+ 0x29, 0xec, 0x38, 0x27, 0xec, 0x2b, 0xaf, 0x5d, 0xfe, 0xe0, 0x9f, 0x9e,
+ 0x2c, 0xa9, 0x4e, 0xa8, 0xf9, 0x4d, 0xc8, 0x2b, 0x00, 0x28, 0x2e, 0x23,
+ 0x9f, 0x9a, 0x16, 0x5c, 0x3d, 0x01, 0xea, 0x31, 0xe5, 0x33, 0xc9, 0xee,
+ 0x93, 0xb9, 0x42, 0xfc, 0xfb, 0x90, 0xd6, 0xc2, 0xbb, 0xdb, 0x50, 0xa1,
+ 0xe4, 0xc7, 0x55, 0xaf, 0x47, 0xba, 0x24, 0x1e, 0x1c, 0x9a, 0xdf, 0xbd,
+ 0x62, 0x5b, 0xdb, 0xc5, 0xb9, 0x02, 0xd0, 0xe7, 0x16, 0xc9, 0xb5, 0x51,
+ 0x37, 0x1c, 0x8c, 0x8f, 0xe1, 0x5a, 0x47, 0x4e, 0xb2, 0xc9, 0x00, 0x89,
+ 0xcb, 0x69, 0x1f, 0x3f, 0xb4, 0x65, 0xa7, 0x1a, 0x9e, 0xcf, 0x8f, 0xa1,
+ 0x0f, 0x83, 0xcd, 0x88, 0x11, 0x84, 0x69, 0x3e, 0x43, 0xc1, 0x60, 0xf9,
+ 0x8d, 0xd9, 0xa8, 0x41, 0xe8, 0x9f, 0x25, 0xfe, 0xfe, 0x4a, 0xcf, 0x5d,
+ 0xfb, 0x15, 0xb6, 0x34, 0x3a, 0x8e, 0x55, 0xd3, 0x14, 0xc1, 0xe1, 0xdd,
+ 0x05, 0x02, 0x42, 0x9d, 0xde, 0x52, 0xc8, 0x2b, 0x27, 0x98, 0x1b, 0xe9,
+ 0x9e, 0x89, 0x37, 0xb5, 0xc3, 0x9e, 0xd2, 0xab, 0xfd, 0xc2, 0x8a, 0x63,
+ 0xe0, 0x37, 0xaa, 0x92, 0xe2, 0xe5, 0xff, 0x92, 0xfe, 0xd9, 0x00, 0x59,
+ 0x3c, 0xf8, 0x44, 0x4d, 0x90, 0xf5, 0xcd, 0xc8, 0xd4, 0xd2, 0x1b, 0xe2,
+ 0xeb, 0xef, 0xd9, 0x13, 0x07, 0xbe, 0x4d, 0x61, 0x3e, 0x03, 0xa7, 0x06,
+ 0xfd, 0xcf, 0x3c, 0x0b, 0x5a, 0x25, 0x8b, 0xb8, 0xe0, 0x11, 0xd4, 0x51,
+ 0xec, 0xf7, 0xcf, 0x4f, 0xd7, 0x0e, 0x33, 0x44, 0x14, 0xfd, 0xc9, 0x39,
+ 0x1f, 0xf6, 0xbf, 0x54, 0xdd, 0x0b, 0xdf, 0xe9, 0x20, 0x53, 0xd6, 0x23,
+ 0x10, 0x2a, 0xde, 0x10, 0x22, 0x0a, 0xf0, 0x0a, 0x0b, 0xe3, 0xbc, 0x03,
+ 0x32, 0x01, 0xd6, 0x40, 0x15, 0x0b, 0xf0, 0x29, 0x11, 0x06, 0x05, 0x3d,
+ 0x1c, 0x0b, 0xfe, 0x11, 0xf7, 0x16, 0x3b, 0x20, 0x0d, 0x24, 0xf8, 0xdc,
+ 0x48, 0x15, 0xb7, 0xdb, 0xbf, 0x2e, 0xf1, 0xfe, 0x02, 0x2e, 0xbf, 0x07,
+ 0x05, 0x43, 0xbe, 0xf2, 0xe0, 0x44, 0x35, 0x2f, 0xf7, 0x16, 0xf5, 0x24,
+ 0x2f, 0x3e, 0x18, 0xdd, 0xdc, 0x02, 0x4c, 0x1b, 0xe6, 0x0a, 0xbc, 0x1c,
+ 0x1d, 0x10, 0x06, 0x3a, 0xc8, 0xe9, 0x0b, 0x30, 0xd5, 0xf3, 0xcb, 0x1c,
+ 0xf9, 0x26, 0x1d, 0xfb, 0x18, 0x0a, 0x31, 0x3e, 0x1e, 0x4c, 0xe7, 0x08,
+ 0x37, 0x3e, 0xb6, 0x17, 0x0e, 0x2c, 0x3b, 0xe2, 0x14, 0x45, 0xdc, 0xfc,
+ 0xde, 0x00, 0x0d, 0x3a, 0xb6, 0x33, 0xe3, 0x13, 0x05, 0x42, 0xcf, 0xe5,
+ 0xfc, 0x35, 0xd2, 0x14, 0xc1, 0x06, 0x27, 0x13, 0xe1, 0x35, 0xf2, 0xe2,
+ 0xf3, 0x48, 0xfa, 0x05, 0x10, 0xee, 0xe9, 0x3f, 0xc6, 0xe2, 0x0b, 0x1c,
+ 0x4c, 0xf2, 0x12, 0xf5, 0x18, 0x27, 0x17, 0x32, 0xe2, 0xe2, 0xc9, 0x1a,
+ 0x24, 0xe2, 0xd7, 0x1f, 0xd8, 0xe2, 0x2a, 0xfb, 0xe3, 0x1d, 0xc4, 0x34,
+ 0xe6, 0xf4, 0x01, 0x32, 0xb8, 0x36, 0x17, 0x11, 0xd3, 0xef, 0xb0, 0xf3,
+ 0x35, 0x1e, 0xc4, 0x2a, 0xf9, 0xe4, 0x4f, 0x4a, 0xa8, 0x30, 0xfd, 0xfe,
+ 0x26, 0xf0, 0xfe, 0x0d, 0xb6, 0x3c, 0x4b, 0xe7, 0xc6, 0x45, 0x0e, 0xe1,
+ 0x0b, 0x2b, 0x9f, 0x03, 0xa9, 0x06, 0x3a, 0xf2, 0xc5, 0x3b, 0xbc, 0xdd,
+ 0x05, 0x07, 0xfc, 0x08, 0xf9, 0x1a, 0xea, 0xf4, 0x99, 0xfc, 0xe9, 0x36,
+ 0x39, 0xdc, 0xfa, 0x16, 0x10, 0xfb, 0x0f, 0xdc, 0xdc, 0x3e, 0xf5, 0x25,
+ 0x12, 0x02, 0xa4, 0x3b, 0x01, 0x22, 0x20, 0x4a, 0xfc, 0xeb, 0xe1, 0xef,
+ 0x06, 0xdf, 0xeb, 0x1b, 0xb4, 0xf1, 0x46, 0x3b, 0xa0, 0xfa, 0xd4, 0x48,
+ 0x22, 0xff, 0x90, 0x31, 0xac, 0x04, 0x2f, 0xe1, 0xf7, 0x2d, 0xa2, 0x3d,
+ 0x29, 0x48, 0x88, 0x28, 0xcd, 0x0a, 0x2a, 0x41, 0x9b, 0x23, 0xfe, 0x3a,
+ 0x49, 0x1c, 0xee, 0x0e, 0xfb, 0xde, 0x3d, 0x2b, 0x8c, 0xfe, 0xae, 0x47,
+ 0x3f, 0x2f, 0x9a, 0x34, 0xc3, 0xee, 0x27, 0x0d, 0xa7, 0x56, 0xa6, 0x1c,
+ 0x38, 0x2a, 0xbe, 0x0a, 0xf9, 0x2e, 0x0e, 0x0d, 0x8d, 0x17, 0xf8, 0x2a,
+ 0x36, 0x3e, 0xec, 0x58, 0xce, 0xe4, 0xe3, 0x0f, 0xcf, 0x3f, 0xa7, 0x38,
+ 0xeb, 0x30, 0xb6, 0x2a, 0xd6, 0xf6, 0x32, 0x46, 0xb7, 0x4e, 0xf4, 0x23,
+ 0x17, 0x07, 0xbd, 0x27, 0xb0, 0xe2, 0xde, 0x0b, 0x81, 0xf4, 0xda, 0x2f,
+ 0x17, 0x0d, 0xe1, 0x5a, 0xf2, 0x15, 0x0b, 0x25, 0xc1, 0x2d, 0xa1, 0x21,
+ 0x3c, 0xe5, 0xe0, 0x3b, 0xed, 0x3c, 0x34, 0xe0, 0xec, 0xf7, 0xfd, 0x21,
+ 0xfd, 0xd3, 0xb6, 0x36, 0xc9, 0x31, 0x10, 0xe2, 0xb5, 0x09, 0x0c, 0x06,
+ 0x0c, 0xdd, 0xc5, 0x12, 0xe4, 0x25, 0x25, 0x0f, 0x93, 0x42, 0x10, 0xfc,
+ 0x3f, 0x2b, 0xa3, 0xed, 0xdb, 0x40, 0x08, 0xed, 0xd2, 0xf0, 0x08, 0x3a,
+ 0x2e, 0xf9, 0xd1, 0xf5, 0xe3, 0xf3, 0x13, 0xf8, 0x97, 0x15, 0xa9, 0x09,
+ 0x2f, 0x3a, 0xad, 0xe1, 0x05, 0x45, 0xfb, 0x21, 0xaa, 0x3a, 0xbb, 0x4e,
+ 0x40, 0x37, 0xae, 0x2b, 0xd7, 0xec, 0xfd, 0xf4, 0xc3, 0xf3, 0xbb, 0xe7,
+ 0xec, 0x38, 0x8a, 0xe3, 0xbe, 0x2c, 0xe7, 0xfb, 0xf1, 0x28, 0xf3, 0xf1,
+ 0x0d, 0x11, 0xd4, 0x1b, 0xfa, 0x3b, 0x0e, 0xe5, 0xfb, 0x1a, 0xd0, 0x2e,
+ 0xe5, 0xe9, 0x9b, 0xe6, 0x08, 0x31, 0x16, 0xe6, 0x9c, 0xe1, 0x12, 0x47,
+ 0xde, 0x43, 0xda, 0x1e, 0xff, 0x08, 0x2c, 0x32, 0x98, 0x34, 0x0a, 0x43,
+ 0xe1, 0x2f, 0xab, 0x1b, 0xf3, 0x11, 0x0b, 0x1f, 0xc5, 0x06, 0xdb, 0x30,
+ 0x2e, 0x17, 0xb8, 0xe3, 0xda, 0x36, 0xff, 0x00, 0xea, 0x24, 0xe2, 0x40,
+ 0xf6, 0x0a, 0xd1, 0x08, 0x15, 0xf6, 0x01, 0x30, 0xcf, 0x02, 0xc1, 0x34,
+ 0xf1, 0x1c, 0xb4, 0x28, 0xea, 0x47, 0xe9, 0xe6, 0xfc, 0x4c, 0xde, 0x2a,
+ 0x01, 0x1c, 0xd0, 0x4a, 0x15, 0x27, 0x23, 0x00, 0xc8, 0x18, 0xe7, 0x11,
+ 0xf0, 0x2a, 0x93, 0x1b, 0x0d, 0x05, 0x01, 0x13, 0xf9, 0x27, 0x17, 0xe3,
+ 0xe1, 0xe1, 0xe1, 0x26, 0xc4, 0x15, 0x17, 0xe9, 0x9d, 0xf1, 0xd7, 0x10,
+ 0x3a, 0x37, 0xcf, 0x3b, 0xc3, 0x47, 0xe5, 0x43, 0xa2, 0x1c, 0x0f, 0x1d,
+ 0x3c, 0x42, 0xa0, 0xf1, 0xb9, 0x2d, 0xdd, 0x37, 0x99, 0x19, 0xe4, 0xf8,
+ 0xdd, 0x38, 0xe3, 0x39, 0xb9, 0xdf, 0x3f, 0x24, 0xd2, 0x17, 0xbd, 0x03,
+ 0xdb, 0xef, 0xd7, 0xe1, 0xad, 0x32, 0x06, 0x04, 0xd7, 0x4d, 0xb7, 0x38,
+ 0x18, 0x19, 0x00, 0xf0, 0xb2, 0x1d, 0x1f, 0x35, 0x02, 0x23, 0xc9, 0xdc,
+ 0xfe, 0x26, 0xbd, 0x32, 0xc4, 0x15, 0x20, 0x49, 0xf4, 0x1b, 0xfe, 0x3d,
+ 0x08, 0x0c, 0xbc, 0xf8, 0xe6, 0x1b, 0xfc, 0x53, 0xae, 0x2a, 0xfc, 0x1c,
+ 0x25, 0x2c, 0xc0, 0x0d, 0xb6, 0x3f, 0x1d, 0xe6, 0xd4, 0x0b, 0xb1, 0xdb,
+ 0x29, 0x24, 0xe1, 0x23, 0xe9, 0xe6, 0x36, 0x28, 0x06, 0x91, 0x93, 0x3f,
+ 0x4d, 0x88, 0xbd, 0x94, 0xbd, 0xbc, 0x56, 0xde, 0x60, 0xa7, 0x4c, 0x60,
+ 0x61, 0x89, 0x2b, 0x93, 0x52, 0xae, 0xe2, 0xa8, 0x04, 0x10, 0x06, 0xdf,
+ 0x29, 0x9f, 0xfd, 0xcf, 0x27, 0x30, 0xd5, 0x29, 0x00, 0xdf, 0x0f, 0x38,
+ 0x07, 0xe5, 0xd9, 0xdd, 0x16, 0x00, 0xe7, 0x3c, 0xc7, 0xc9, 0xe8, 0xd3,
+ 0xff, 0x93, 0xda, 0x5b, 0x63, 0x3e, 0x3b, 0xd2, 0x98, 0x41, 0xdd, 0xf5,
+ 0x2c, 0x4b, 0xb1, 0xcc, 0x8a, 0x13, 0xfc, 0xbb, 0x40, 0x57, 0x05, 0xa4,
+ 0x82, 0x4a, 0xc8, 0x1d, 0x88, 0x25, 0x16, 0xe0, 0x24, 0x28, 0xe4, 0xf4,
+ 0x56, 0x9c, 0xcf, 0xc3, 0x66, 0x0f, 0xff, 0x1d, 0x34, 0xce, 0x5a, 0x4c,
+ 0x3a, 0xf2, 0x00, 0xa4, 0x42, 0x12, 0xcc, 0xdd, 0xea, 0xc0, 0x2a, 0xc8,
+ 0x3f, 0x33, 0x5e, 0x98, 0x8d, 0x84, 0xbf, 0x6b, 0x38, 0x12, 0x36, 0x11,
+ 0x87, 0x2e, 0x83, 0x57, 0x1f, 0x43, 0x8a, 0x9f, 0xa7, 0x2e, 0xcc, 0xcf,
+ 0xcd, 0xb5, 0xba, 0x59, 0x50, 0xe7, 0xea, 0x62, 0x01, 0xc8, 0xdc, 0xc6,
+ 0xa2, 0x55, 0xad, 0x9b, 0x35, 0xa1, 0x1a, 0x98, 0xd1, 0x06, 0xee, 0x8c,
+ 0xd0, 0xe4, 0xb3, 0xd3, 0xda, 0x35, 0x27, 0xb3, 0x49, 0xf6, 0xcd, 0xd6,
+ 0x9b, 0x2d, 0x8c, 0x4b, 0x42, 0xd7, 0x88, 0xa7, 0xd8, 0xe8, 0xc1, 0x4f,
+ 0x92, 0x15, 0x17, 0x9c, 0x06, 0xa5, 0x5a, 0xfd, 0xcf, 0x58, 0xe7, 0x2b,
+ 0x4f, 0xcf, 0x29, 0xcb, 0x0b, 0x59, 0x9c, 0x8e, 0xd9, 0xe2, 0x20, 0x01,
+ 0x55, 0x46, 0x9f, 0x54, 0x36, 0xa7, 0x69, 0xb0, 0x25, 0xb9, 0x84, 0xb2,
+ 0xef, 0x16, 0xff, 0x55, 0xa2, 0x4c, 0xac, 0x9a, 0x4c, 0xe0, 0x44, 0xa9,
+ 0xc5, 0xda, 0x64, 0x33, 0x60, 0x95, 0xe2, 0x14, 0x5d, 0x2a, 0x13, 0x2f,
+ 0xe0, 0x42, 0x37, 0x3e, 0x31, 0x95, 0x48, 0x22, 0xd2, 0x3c, 0xee, 0x26,
+ 0xaa, 0x98, 0xe7, 0xba, 0x90, 0x31, 0x07, 0x99, 0xc9, 0xeb, 0x6e, 0x21,
+ 0x3f, 0x1e, 0x1e, 0x35, 0x63, 0xa8, 0x63, 0xdf, 0x5e, 0x89, 0x32, 0xd9,
+ 0xd4, 0x1b, 0xd4, 0x5d, 0xd3, 0x62, 0x36, 0xee, 0xef, 0xec, 0x57, 0x3e,
+ 0xa6, 0x96, 0xf6, 0x56, 0x41, 0x10, 0x2f, 0x17, 0x1a, 0x40, 0xb3, 0x43,
+ 0x52, 0x44, 0x58, 0x8f, 0x2e, 0x54, 0x39, 0x66, 0x55, 0xf9, 0x8f, 0xa2,
+ 0x4a, 0x94, 0x22, 0x1c, 0x22, 0xd9, 0x88, 0x84, 0x95, 0x51, 0xad, 0x0e,
+ 0x06, 0x00, 0x6a, 0x82, 0x53, 0x3e, 0xab, 0xb8, 0x3f, 0xbc, 0xf2, 0x62,
+ 0x57, 0xbf, 0xe3, 0xd5, 0x19, 0x34, 0x4e, 0x5c, 0x5f, 0xf9, 0x31, 0x6c,
+ 0xcb, 0xfc, 0x10, 0x4a, 0xa8, 0x11, 0x4d, 0xac, 0x5f, 0x36, 0x3f, 0xc2,
+ 0xeb, 0x99, 0xf6, 0xdf, 0x5f, 0xaf, 0x52, 0xfc, 0xa0, 0xaf, 0x11, 0xc2,
+ 0xa7, 0x66, 0x39, 0xa8, 0xd4, 0x8c, 0xee, 0x98, 0x8f, 0x26, 0x60, 0xab,
+ 0x96, 0x97, 0xd8, 0xbb, 0xea, 0xd0, 0x06, 0x47, 0x57, 0x07, 0xda, 0x93,
+ 0x86, 0x4f, 0x5d, 0x9c, 0xb6, 0x95, 0x95, 0x17, 0xb8, 0x65, 0x53, 0x94,
+ 0xf6, 0xbf, 0x25, 0xa8, 0xa4, 0xee, 0xb2, 0x61, 0xc3, 0xf1, 0x1b, 0x25,
+ 0xb4, 0xf5, 0x66, 0xe8, 0x52, 0xd7, 0x66, 0xa8, 0x9f, 0x68, 0x51, 0x2d,
+ 0x41, 0xa8, 0x3b, 0xb2, 0xbd, 0xcd, 0x89, 0x58, 0xfc, 0xe8, 0xcd, 0xe4,
+ 0x18, 0x11, 0xb4, 0xd7, 0x1b, 0x03, 0x14, 0xea, 0x40, 0x24, 0x43, 0x9c,
+ 0x31, 0x5d, 0x8e, 0xac, 0x1e, 0x59, 0xf6, 0x86, 0x1e, 0x31, 0xfb, 0xce,
+ 0xef, 0xc6, 0x24, 0x68, 0xab, 0x83, 0xff, 0x52, 0x2c, 0x5e, 0x8f, 0x88,
+ 0x0c, 0x20, 0xe4, 0xf3, 0x2e, 0xfe, 0xd2, 0xc9, 0xd7, 0x6b, 0x69, 0xb9,
+ 0x59, 0x95, 0x31, 0x95, 0xe6, 0x01, 0x6b, 0x8e, 0x6d, 0x26, 0xca, 0x9e,
+ 0x67, 0xbd, 0xe3, 0x44, 0x91, 0xa0, 0xe9, 0xce, 0x2e, 0xe8, 0xd1, 0x16,
+ 0xac, 0xcb, 0x4b, 0xdb, 0xa4, 0x15, 0x87, 0xbd, 0xe0, 0xa9, 0xbc, 0x2c,
+ 0xa8, 0x1b, 0xc7, 0xa2, 0x5b, 0xf2, 0xd3, 0x97, 0x55, 0xe3, 0xe8, 0x2f,
+ 0xdd, 0x14, 0xe8, 0x23, 0x8d, 0xdd, 0xd8, 0xe9, 0x58, 0xda, 0xf0, 0x3e,
+ 0xa8, 0x55, 0x2b, 0xc1, 0xab, 0xd8, 0x0a, 0xb3, 0x2f, 0x26, 0x81, 0xdc,
+ 0x49, 0x19, 0x89, 0x32, 0x20, 0x5f, 0x5a, 0x8e, 0x15, 0x43, 0xe9, 0xf7,
+ 0x4d, 0xd6, 0x4d, 0x5c, 0x1e, 0x51, 0xda, 0xcf, 0xb9, 0x02, 0x86, 0x18,
+ 0xad, 0xd1, 0x57, 0x00, 0xce, 0x2b, 0xef, 0x19, 0xd5, 0xa0, 0xfb, 0x88,
+ 0x87, 0x20, 0xc7, 0x61, 0xdb, 0x50, 0xaa, 0xf3, 0xbf, 0xae, 0xe0, 0xc6,
+ 0x43, 0x1a, 0x29, 0x84, 0xca, 0x89, 0xe8, 0xf9, 0xf9, 0xde, 0x8c, 0x8d,
+ 0x53, 0x49, 0xc7, 0x2e, 0xd9, 0x50, 0x97, 0xe3, 0x67, 0x57, 0xa2, 0x36,
+ 0xc6, 0x9c, 0x4e, 0x0f, 0x48, 0xc9, 0xa2, 0xd1, 0x61, 0x59, 0x8a, 0x2e,
+ 0xad, 0x32, 0xd0, 0x4f, 0x21, 0xab, 0x3c, 0xcc, 0xad, 0xc6, 0x0b, 0x6e,
+ 0x3c, 0xe0, 0x10, 0x05, 0x59, 0x8a, 0x82, 0x55, 0xe9, 0x53, 0xb6, 0x55,
+ 0xe2, 0xcb, 0xc6, 0x6b, 0x2f, 0x99, 0xb9, 0xc2, 0x59, 0xa0, 0x3a, 0xfc,
+ 0x25, 0x6a, 0xd6, 0xa5, 0xf2, 0xae, 0x1d, 0x64, 0x2d, 0x39, 0x6c, 0x29,
+ 0xfd, 0x44, 0x5a, 0x2d, 0xa5, 0xbb, 0x92, 0xa0, 0x4f, 0x57, 0xc8, 0xae,
+ 0x4f, 0xab, 0x47, 0x2a, 0x45, 0x59, 0xa4, 0xc8, 0xab, 0xa5, 0xb9, 0x1b,
+ 0x1b, 0x16, 0x94, 0xd2, 0x90, 0x42, 0x1f, 0xbc, 0xc3, 0x0a, 0xb6, 0xc7,
+ 0x4e, 0x93, 0x31, 0x9c, 0x9b, 0x30, 0x48, 0xbc, 0x3e, 0xd4, 0xb3, 0x59,
+ 0x46, 0xed, 0x05, 0x2e, 0x43, 0x39, 0xcb, 0x61, 0x51, 0xe3, 0xc9, 0x68,
+ 0xd6, 0x24, 0x1e, 0x12, 0xfa, 0x4e, 0xa8, 0x44, 0x32, 0x0a, 0xc2, 0x3f,
+ 0x96, 0x6a, 0xcb, 0xec, 0xb9, 0x59, 0xe6, 0x4d, 0xbc, 0xd0, 0x45, 0xea,
+ 0x05, 0x19, 0x66, 0x38, 0x26, 0x45, 0xad, 0x12, 0x29, 0x8a, 0xe7, 0x02,
+ 0x6c, 0x3d, 0xeb, 0x3e, 0x0a, 0x09, 0x9e, 0x9b, 0x33, 0xe2, 0x95, 0xe2,
+ 0x9b, 0x0f, 0x09, 0xa0, 0xfb, 0xdd, 0xeb, 0xa2, 0x59, 0xec, 0x3c, 0x0e,
+ 0x04, 0xb5, 0x42, 0xff, 0x69, 0x56, 0xa2, 0xaf, 0x16, 0x3e, 0x17, 0xac,
+ 0x14, 0xf0, 0xe5, 0xd5, 0x32, 0x0a, 0xf4, 0xed, 0xe8, 0x0a, 0xe0, 0xad,
+ 0xf1, 0x0d, 0x2c, 0x11, 0x40, 0xee, 0xae, 0xc9, 0x65, 0x0b, 0x02, 0x0e,
+ 0x37, 0xdb, 0x8d, 0x38, 0x4a, 0xdc, 0x19, 0xa6, 0xe9, 0xed, 0x0c, 0x5e,
+ 0xc6, 0x99, 0xad, 0x50, 0xb7, 0x50, 0xd1, 0x31, 0x4b, 0x98, 0xfa, 0x09,
+ 0xe6, 0xc5, 0xff, 0x62, 0x32, 0xbd, 0x9d, 0xb0, 0x8e, 0x1a, 0x16, 0xf7,
+ 0x22, 0xf0, 0xaf, 0x07, 0x64, 0xc3, 0x93, 0x4f, 0x0c, 0x20, 0x54, 0x1e,
+ 0x01, 0x4a, 0xb1, 0x0a, 0xec, 0x72, 0x60, 0x3f, 0xc5, 0x05, 0xf6, 0x02,
+ 0x45, 0x5c, 0x97, 0xb6, 0x5b, 0x73, 0x99, 0xf3, 0xbe, 0xd2, 0x66, 0x45,
+ 0xd3, 0xc7, 0x27, 0xac, 0xa4, 0x6c, 0x96, 0xf8, 0xd1, 0x52, 0x0a, 0x62,
+ 0x4e, 0x3f, 0x17, 0xda, 0xeb, 0x11, 0x12, 0xa9, 0x5a, 0xf2, 0xb3, 0x2a,
+ 0x3b, 0xc5, 0x8d, 0xe5, 0xea, 0x3b, 0xcf, 0x9e, 0xb8, 0xea, 0xf5, 0x18,
+ 0x20, 0x53, 0x29, 0xa6, 0x32, 0x0d, 0x47, 0xfd, 0x95, 0x4f, 0x8c, 0xca,
+ 0xc4, 0x9e, 0x40, 0x0b, 0x96, 0xc0, 0xf3, 0x29, 0x3e, 0x5a, 0x29, 0x5b,
+ 0xd6, 0x70, 0x2b, 0x34, 0xf2, 0xa8, 0x0b, 0xb0, 0xea, 0x40, 0xc5, 0x67,
+ 0x08, 0xbe, 0x5c, 0x47, 0x3c, 0x5a, 0xf1, 0xb0, 0xf1, 0xf1, 0xb8, 0x5a,
+ 0x0d, 0xf2, 0x63, 0xa5, 0x20, 0xae, 0x96, 0xbd, 0xe1, 0x9b, 0x10, 0x0d,
+ 0x64, 0xe0, 0x13, 0xae, 0x15, 0x36, 0x4d, 0x44, 0x38, 0x51, 0x08, 0xf6,
+ 0xcf, 0x14, 0xe5, 0xc0, 0xfa, 0xd2, 0x98, 0xa4, 0xca, 0x9e, 0xae, 0xc8,
+ 0x6e, 0x69, 0xf8, 0xfc, 0xf7, 0xda, 0xb7, 0x3d, 0x00, 0x25, 0x2c, 0xd2,
+ 0xee, 0x70, 0x8c, 0x37, 0xb6, 0x43, 0x01, 0x3e, 0x8c, 0xba, 0x52, 0xca,
+ 0x08, 0x0e, 0xaa, 0x2a, 0x9b, 0x42, 0x19, 0x14, 0x18, 0x4f, 0x8d, 0x32,
+ 0xd3, 0xfa, 0x8a, 0xba, 0x2d, 0x08, 0xb8, 0x5c, 0x8e, 0xa5, 0x29, 0x04,
+ 0x2c, 0xa9, 0x59, 0x12, 0xa2, 0x74, 0x49, 0xb7, 0x83, 0xcc, 0x1f, 0x6d,
+ 0x4e, 0xf8, 0xa0, 0x97, 0xbf, 0x32, 0x22, 0x12, 0xfe, 0xbf, 0xf6, 0x4d,
+ 0x6b, 0x47, 0x4d, 0xcc, 0xbf, 0x6d, 0xda, 0x75, 0x3b, 0x51, 0xd5, 0xfc,
+ 0x08, 0x6a, 0xd5, 0x59, 0xb3, 0xd5, 0x4d, 0xfb, 0xa4, 0x03, 0x11, 0x90,
+ 0xd4, 0x5e, 0x8f, 0x13, 0x45, 0xe2, 0x6c, 0x4e, 0xa4, 0x1a, 0x20, 0x1f,
+ 0x75, 0xac, 0x40, 0x15, 0x4a, 0x76, 0x2f, 0x92, 0xa5, 0x02, 0xfe, 0x5c,
+ 0x69, 0xaa, 0xef, 0xf0, 0x66, 0x49, 0x44, 0x27, 0x27, 0xee, 0x0c, 0xc0,
+ 0xa6, 0xc9, 0xdf, 0x9e, 0x50, 0x48, 0xd9, 0xad, 0xd9, 0x1b, 0xb1, 0x3a,
+ 0x1b, 0xd1, 0xdf, 0x63, 0x4f, 0x9a, 0x15, 0xe0, 0xc7, 0x1e, 0x6c, 0x9a,
+ 0x06, 0xb4, 0xce, 0x96, 0xa8, 0x45, 0x3d, 0xec, 0xa1, 0xf5, 0xb7, 0xc0,
+ 0x33, 0x50, 0x81, 0x98, 0xa6, 0x3e, 0x02, 0xfa, 0xc4, 0xbf, 0x12, 0x14,
+ 0x01, 0xa3, 0x44, 0xc8, 0x91, 0x9f, 0x66, 0xd8, 0x14, 0x6d, 0x46, 0xe8,
+ 0xec, 0xed, 0x20, 0xe6, 0xd0, 0xd7, 0x74, 0xe7, 0xdc, 0x5a, 0xe4, 0x1e,
+ 0x40, 0x0a, 0x82, 0xb4, 0x9b, 0xd7, 0x0b, 0x20, 0x0e, 0xd8, 0x19, 0x6c,
+ 0x75, 0x4d, 0xf5, 0x97, 0xa0, 0xe0, 0xef, 0xc2, 0x5c, 0x63, 0xa8, 0xd1,
+ 0x52, 0x3e, 0x36, 0x2b, 0x59, 0xc4, 0x97, 0x3c, 0x33, 0x43, 0x0a, 0x61,
+ 0x03, 0xb4, 0x2c, 0x3d, 0x9e, 0x2b, 0x18, 0x48, 0xc9, 0x3d, 0xbe, 0xa3,
+ 0x96, 0x03, 0x83, 0xab, 0x70, 0xc2, 0xa9, 0xcc, 0x37, 0xe0, 0x14, 0xc8,
+ 0x29, 0x6b, 0xf3, 0x90, 0x91, 0x9f, 0x34, 0xb8, 0xc4, 0xa2, 0x41, 0xe1,
+ 0x9f, 0xfc, 0xd4, 0x3d, 0x50, 0x08, 0x14, 0xc0, 0xa3, 0x26, 0xad, 0x3e,
+ 0xc9, 0xb0, 0xc4, 0xb5, 0xb6, 0x34, 0xe9, 0x58, 0xb7, 0x40, 0x5d, 0xdb,
+ 0xd6, 0xc7, 0xb4, 0x57, 0x14, 0x5a, 0xf6, 0xb4, 0xdb, 0x5e, 0x27, 0xd1,
+ 0x21, 0xd5, 0xba, 0x56, 0x63, 0x1d, 0xc6, 0x65, 0xbf, 0x2c, 0x50, 0x4a,
+ 0xc9, 0xcc, 0xed, 0xa2, 0x18, 0x59, 0xd3, 0x0a, 0xf8, 0x9c, 0x97, 0x07,
+ 0x56, 0xd9, 0x1d, 0xcd, 0x8c, 0xa6, 0x27, 0x47, 0xb3, 0xc9, 0x5b, 0x21,
+ 0x19, 0x9d, 0xaf, 0xff, 0x41, 0x6f, 0x53, 0x50, 0x58, 0xd0, 0x2c, 0xe4,
+ 0x9c, 0x64, 0xae, 0xa9, 0x6d, 0x2e, 0x07, 0x3e, 0x2f, 0x90, 0x5f, 0xe0,
+ 0x1e, 0x72, 0x14, 0x1b, 0xda, 0x39, 0x39, 0xf4, 0xfd, 0xcb, 0x46, 0xdb,
+ 0xdb, 0xdc, 0xc0, 0xe6, 0x3e, 0x23, 0x21, 0x05, 0xfa, 0xb2, 0xd9, 0xe8,
+ 0xde, 0x10, 0xf8, 0xe1, 0x0c, 0xfa, 0xe7, 0xb3, 0xe7, 0x01, 0xf6, 0xf9,
+ 0xfd, 0x14, 0xfb, 0xfe, 0xf2, 0xca, 0x2a, 0xda, 0x0e, 0xc8, 0xe5, 0x0b,
+ 0x06, 0xf3, 0xd8, 0xc8, 0x0a, 0xbd, 0xd8, 0xd3, 0xbf, 0xb4, 0x11, 0xd9,
+ 0xcc, 0xc3, 0x99, 0x0b, 0xdb, 0x0d, 0xe2, 0x12, 0xd4, 0xf0, 0xfb, 0xc0,
+ 0xc5, 0xea, 0xaa, 0xaf, 0xfd, 0xf1, 0xe2, 0x25, 0xcc, 0x06, 0x18, 0xc8,
+ 0x13, 0xca, 0xd8, 0xf6, 0x15, 0xca, 0x0d, 0xe3, 0x8e, 0x05, 0x12, 0x1a,
+ 0xe6, 0xf4, 0xd0, 0xfd, 0x3b, 0x14, 0xe3, 0xf8, 0xbd, 0x03, 0xf4, 0xe7,
+ 0x0d, 0xc1, 0x95, 0x05, 0x05, 0xc1, 0xd7, 0xe2, 0xbb, 0xd4, 0xd6, 0x06,
+ 0xe3, 0x03, 0xd1, 0xeb, 0xfb, 0xf2, 0x03, 0x23, 0xb9, 0xcb, 0xea, 0xd3,
+ 0xbc, 0x21, 0x99, 0x23, 0x49, 0xd1, 0x08, 0xd4, 0xfb, 0xb7, 0x30, 0xbf,
+ 0xcf, 0xfd, 0xa8, 0x26, 0x04, 0x15, 0x17, 0x0e, 0xd0, 0xff, 0x42, 0xc7,
+ 0xea, 0xd2, 0xe1, 0x01, 0x53, 0x0d, 0x00, 0xf2, 0xbd, 0xd6, 0xfe, 0xfa,
+ 0xd5, 0x09, 0x08, 0x10, 0xf2, 0x0a, 0xd4, 0x1a, 0x06, 0x0e, 0x26, 0x1d,
+ 0x17, 0xe6, 0xe4, 0x1b, 0x01, 0x04, 0xfa, 0xc7, 0xf4, 0xd2, 0x45, 0xff,
+ 0xc2, 0xf8, 0xc4, 0xe4, 0x2a, 0xf2, 0x1a, 0x0f, 0xbd, 0x26, 0x27, 0xfa,
+ 0x0c, 0xe0, 0x14, 0x15, 0x0d, 0x1b, 0xb8, 0xde, 0x23, 0xee, 0x3d, 0xd3,
+ 0xad, 0xe1, 0xda, 0x26, 0x61, 0xd9, 0x0e, 0xd7, 0x31, 0x40, 0x68, 0x0d,
+ 0x17, 0x18, 0x1e, 0x0e, 0x2e, 0xbe, 0xe6, 0xd9, 0x37, 0x28, 0x69, 0x1c,
+ 0xd0, 0xfe, 0x17, 0xea, 0x51, 0xc2, 0xe3, 0x16, 0x42, 0x07, 0x44, 0x1c,
+ 0x0a, 0xd3, 0x43, 0x24, 0x09, 0xe4, 0x07, 0xed, 0xea, 0x25, 0x4e, 0x0a,
+ 0xad, 0xdc, 0x01, 0xfa, 0x63, 0xcb, 0x0e, 0x06, 0x0e, 0xe0, 0x54, 0xdd,
+ 0xea, 0xf8, 0x3f, 0x27, 0x4e, 0x23, 0x06, 0xeb, 0x46, 0xff, 0x17, 0x14,
+ 0xdf, 0x19, 0x66, 0xfa, 0x4e, 0x16, 0xb1, 0xe7, 0x58, 0x2f, 0x13, 0xbb,
+ 0xe9, 0xc3, 0x5f, 0x3b, 0x29, 0xc1, 0x00, 0xdd, 0x38, 0xf0, 0x22, 0xfe,
+ 0x1a, 0x0c, 0x4f, 0xd0, 0x41, 0x18, 0xde, 0xf0, 0x22, 0x0c, 0x4a, 0xcb,
+ 0xf9, 0xfb, 0x4b, 0xe3, 0x2f, 0xd7, 0xf4, 0x22, 0x5b, 0x37, 0x21, 0xde,
+ 0xc9, 0x0b, 0x4d, 0x14, 0x51, 0xce, 0x14, 0x0e, 0x53, 0xea, 0x2c, 0xea,
+ 0x02, 0x26, 0x5b, 0xed, 0x2f, 0xe9, 0x1f, 0x07, 0x5d, 0xc5, 0x43, 0xbd,
+ 0xb8, 0x0f, 0x29, 0xfd, 0x39, 0xd1, 0xf0, 0xe9, 0x62, 0xd9, 0x34, 0x03,
+ 0xe4, 0xeb, 0x2a, 0xf7, 0x60, 0x05, 0xd6, 0x12, 0x39, 0x16, 0x35, 0xf4,
+ 0x11, 0xc9, 0x7d, 0x2f, 0x46, 0xf4, 0xde, 0x24, 0x67, 0xc5, 0x49, 0xca,
+ 0x1f, 0x07, 0x7b, 0x2e, 0xf2, 0x22, 0x0a, 0xf3, 0x5c, 0xca, 0x4e, 0xc3,
+ 0xcf, 0x15, 0x7e, 0xf8, 0x35, 0xe7, 0x05, 0x04, 0x7e, 0x34, 0x50, 0xb8,
+ 0xf4, 0xd8, 0x7f, 0xf9, 0x44, 0x19, 0xf6, 0x26, 0x4f, 0x26, 0x0b, 0xea,
+ 0xcb, 0xf6, 0x1c, 0x2b, 0x3e, 0xbe, 0xf8, 0x04, 0x34, 0x2b, 0xfc, 0xf1,
+ 0xb9, 0xd7, 0x5d, 0xf2, 0x29, 0xbf, 0xc5, 0x10, 0x71, 0x2b, 0x1a, 0xc8,
+ 0xbb, 0x0c, 0x56, 0x16, 0x40, 0x12, 0xeb, 0xda, 0x71, 0x13, 0x46, 0xb6,
+ 0xd3, 0x21, 0x7a, 0x08, 0xfa, 0xbf, 0x03, 0x2b, 0x2a, 0x33, 0xf4, 0x1c,
+ 0xe8, 0xf2, 0x23, 0xd7, 0x28, 0xd5, 0xbd, 0x2b, 0x61, 0x04, 0x17, 0x18,
+ 0x1f, 0xe7, 0x41, 0xfc, 0x35, 0xb8, 0xef, 0xbc, 0x67, 0x3f, 0x1e, 0x0e,
+ 0xbb, 0xf9, 0x0e, 0x31, 0xe9, 0xc5, 0xc1, 0x14, 0xfe, 0x0e, 0x0a, 0xeb,
+ 0xc7, 0xd5, 0x31, 0x1f, 0xe6, 0x02, 0x18, 0xf7, 0x40, 0x1d, 0xfe, 0xfe,
+ 0x0b, 0xfc, 0x21, 0x10, 0x41, 0x20, 0x00, 0xb9, 0x00, 0xe7, 0x42, 0xc1,
+ 0xeb, 0xf8, 0x26, 0x05, 0xee, 0xc1, 0xd4, 0xbb, 0x6c, 0xdb, 0x3d, 0xb9,
+ 0xea, 0x0e, 0x4d, 0x33, 0xda, 0xfd, 0xe5, 0xcb, 0x5d, 0x28, 0x1a, 0xdd,
+ 0x1d, 0xf9, 0x6c, 0x2e, 0xd9, 0xd5, 0xf1, 0x0e, 0x36, 0x39, 0x2b, 0x1a,
+ 0x15, 0xe1, 0x0c, 0x0d, 0x04, 0x1a, 0x07, 0xbd, 0x69, 0xdd, 0x30, 0xe1,
+ 0x27, 0xd1, 0x4a, 0xd2, 0x16, 0x14, 0xb9, 0xde, 0x49, 0x03, 0xe3, 0xe4,
+ 0x1d, 0xd8, 0x51, 0x1a, 0xe4, 0x15, 0xf8, 0xc0, 0x64, 0x2f, 0x45, 0x18,
+ 0xc8, 0xc0, 0x0f, 0x40, 0x37, 0xd3, 0x1b, 0xcb, 0x50, 0x37, 0x0a, 0xd1,
+ 0xfe, 0x13, 0x11, 0xf0, 0x0c, 0xed, 0xf8, 0x0c, 0x62, 0xfd, 0x1f, 0x18,
+ 0xf3, 0xd4, 0x5c, 0x41, 0x1c, 0x1a, 0x26, 0x00, 0x4f, 0x06, 0x51, 0xc7,
+ 0xf8, 0xfc, 0xfc, 0x2b, 0xfc, 0xcd, 0xd5, 0xdd, 0x54, 0xe3, 0x13, 0xd5,
+ 0x3a, 0x10, 0x0f, 0x25, 0x67, 0xea, 0xf8, 0xa6, 0x07, 0xe6, 0x54, 0xe6,
+ 0x20, 0xe2, 0xfd, 0xe7, 0x25, 0x20, 0x1c, 0xda, 0xdf, 0xd0, 0xfe, 0xea,
+ 0xe5, 0xcf, 0x1b, 0xf2, 0xf5, 0xf0, 0x2a, 0xbc, 0x41, 0x11, 0x3c, 0xf8,
+ 0x2a, 0xb7, 0xfc, 0xbe, 0xe7, 0x07, 0x10, 0x00, 0xd2, 0xcb, 0x3f, 0x18,
+ 0xfb, 0xb0, 0xf0, 0xd2, 0x42, 0xcd, 0x1e, 0xca, 0xe0, 0xd4, 0x2b, 0xbe,
+ 0x2b, 0xee, 0xa6, 0x3f, 0xf5, 0xec, 0xbc, 0x88, 0xcf, 0xc3, 0x49, 0xb0,
+ 0x4a, 0x3d, 0xc6, 0x3b, 0x34, 0xef, 0xf3, 0x05, 0xaf, 0x7c, 0x59, 0x3a,
+ 0x7e, 0x2c, 0x7a, 0x30, 0x08, 0x3e, 0x3e, 0x4f, 0x3c, 0xf9, 0x29, 0x8e,
+ 0x87, 0x05, 0x0c, 0xc7, 0xed, 0x71, 0x4c, 0xa8, 0x34, 0x42, 0x56, 0x66,
+ 0x57, 0xed, 0x4d, 0x5b, 0x62, 0x42, 0xac, 0x08, 0x3a, 0x92, 0x4a, 0x72,
+ 0x30, 0xb7, 0xeb, 0xe7, 0x94, 0x07, 0xc6, 0x35, 0xc2, 0xb3, 0xf8, 0xbe,
+ 0x2c, 0x95, 0x93, 0x63, 0x73, 0xce, 0xa1, 0x0c, 0x73, 0x82, 0xe5, 0xf6,
+ 0xfa, 0x03, 0xa6, 0xc3, 0x24, 0xf3, 0xd4, 0x2b, 0x90, 0x8b, 0x12, 0xd3,
+ 0x97, 0x2b, 0x63, 0x3e, 0x27, 0xf7, 0x17, 0xa0, 0x81, 0x1a, 0x88, 0x70,
+ 0x03, 0x5c, 0x79, 0xbd, 0xd9, 0x35, 0xde, 0xcb, 0x4a, 0x67, 0x98, 0xf1,
+ 0x5b, 0x2c, 0x1e, 0x4c, 0x0a, 0x61, 0xee, 0x6a, 0x97, 0xc4, 0x19, 0xed,
+ 0x03, 0x64, 0xb0, 0xfc, 0x6e, 0x0b, 0xdc, 0xc9, 0x67, 0x95, 0x3d, 0x50,
+ 0x05, 0x2e, 0x04, 0xb3, 0xbf, 0x7b, 0x53, 0x20, 0x87, 0xdb, 0xd2, 0xa5,
+ 0xdb, 0x88, 0xdd, 0x21, 0xe4, 0x35, 0x0c, 0x29, 0xbe, 0x0c, 0xbe, 0x85,
+ 0x58, 0x1a, 0x52, 0xa8, 0x11, 0xfc, 0x6c, 0xa0, 0xd6, 0xe6, 0xde, 0x4d,
+ 0xf1, 0x9e, 0xc2, 0xf7, 0x8e, 0xb5, 0x75, 0x9b, 0x10, 0x26, 0x5d, 0x75,
+ 0x12, 0xf1, 0xbf, 0x11, 0xb6, 0x0b, 0xf9, 0x87, 0xdf, 0xea, 0xff, 0x77,
+ 0x8f, 0x0e, 0x1c, 0xae, 0xc9, 0x8a, 0x7f, 0x53, 0xd2, 0xda, 0xcd, 0xc0,
+ 0xc2, 0x9a, 0xaa, 0x10, 0x9b, 0x17, 0x33, 0x9a, 0x36, 0x5e, 0x00, 0xcb,
+ 0xab, 0xa6, 0x84, 0x78, 0xe7, 0x9d, 0x4a, 0x1e, 0x9f, 0xb4, 0xcb, 0x83,
+ 0xba, 0xf3, 0x64, 0xcf, 0x30, 0x19, 0xe0, 0x97, 0x95, 0xdd, 0xf5, 0xdc,
+ 0xe0, 0x07, 0xa5, 0x62, 0xb0, 0xed, 0x5f, 0x3b, 0x55, 0x6f, 0x01, 0x01,
+ 0x2f, 0x73, 0xa2, 0x29, 0xe8, 0x86, 0x78, 0xe0, 0x6e, 0x6a, 0x74, 0x47,
+ 0xa3, 0x4d, 0x8e, 0x9c, 0x3f, 0x70, 0xdc, 0x8a, 0x92, 0xb6, 0x82, 0x9f,
+ 0xd9, 0x24, 0x52, 0xef, 0xbf, 0x15, 0xca, 0xa0, 0xae, 0x26, 0xbd, 0xb2,
+ 0xf4, 0x05, 0x94, 0xe6, 0xba, 0x1c, 0x5b, 0x4e, 0x4d, 0x34, 0xc3, 0xea,
+ 0xaf, 0x9e, 0x61, 0xf7, 0x69, 0x3d, 0x7b, 0x39, 0x1a, 0x75, 0x87, 0xdc,
+ 0x7b, 0x53, 0x05, 0x6a, 0xf9, 0x76, 0x4b, 0x88, 0x5d, 0x4b, 0x48, 0xa0,
+ 0x1b, 0x04, 0x13, 0x0a, 0xf2, 0xc3, 0xa6, 0x50, 0xe5, 0x77, 0xc3, 0x03,
+ 0x6e, 0xed, 0xa4, 0x12, 0xf3, 0x17, 0x4a, 0x58, 0xfe, 0xdd, 0x0f, 0x7e,
+ 0x78, 0x3e, 0x82, 0xfc, 0x89, 0x81, 0x71, 0xfc, 0x4d, 0xb5, 0x77, 0x6f,
+ 0x5f, 0xd3, 0x13, 0x6c, 0x2c, 0xaa, 0x71, 0x87, 0x18, 0xbc, 0xbb, 0xc4,
+ 0x0a, 0xa5, 0x73, 0xf5, 0x4e, 0xc9, 0x21, 0x79, 0x88, 0x1d, 0xb5, 0x5d,
+ 0x0d, 0xfc, 0x18, 0xe2, 0xaa, 0x67, 0x8a, 0xfb, 0xc4, 0x81, 0xd1, 0x95,
+ 0xc6, 0x4e, 0xb7, 0xae, 0x3e, 0xfe, 0xe1, 0xd3, 0x8b, 0x8a, 0xb4, 0xad,
+ 0x0c, 0xaf, 0x22, 0x6a, 0x32, 0x7c, 0x51, 0xa4, 0xc6, 0x7a, 0x9e, 0xd1,
+ 0x84, 0x97, 0x0a, 0x42, 0xba, 0x40, 0x5a, 0x71, 0xcf, 0xde, 0xaf, 0xc8,
+ 0x85, 0xb2, 0xb0, 0xb2, 0x78, 0x15, 0x78, 0x9b, 0xe0, 0x5b, 0x36, 0xb4,
+ 0x3f, 0x17, 0x34, 0x58, 0xed, 0x9b, 0x10, 0x3a, 0x49, 0x64, 0x37, 0x3a,
+ 0xbc, 0x8c, 0x9f, 0x8d, 0xda, 0xf3, 0xc4, 0x47, 0xcc, 0xc1, 0x46, 0x77,
+ 0xd5, 0x86, 0xec, 0x0a, 0x42, 0xc1, 0x7e, 0x2a, 0x30, 0x96, 0x20, 0xac,
+ 0xff, 0x23, 0x05, 0xbc, 0xf1, 0xe3, 0x87, 0x66, 0x28, 0xdd, 0x2e, 0x89,
+ 0xfd, 0x54, 0x0e, 0xc1, 0x25, 0xf6, 0x34, 0x0d, 0xbb, 0xdb, 0x0b, 0xdf,
+ 0xf0, 0xfe, 0xb9, 0xaa, 0x2c, 0xe9, 0xed, 0x6e, 0x16, 0xf6, 0x57, 0x71,
+ 0xb0, 0x4a, 0xaf, 0x05, 0xfd, 0xc6, 0xb5, 0x8f, 0x52, 0xde, 0xd3, 0xbc,
+ 0xa0, 0x31, 0x23, 0xb1, 0x3d, 0xe8, 0xcf, 0xdd, 0xd9, 0x98, 0x44, 0x7f,
+ 0x8d, 0x1a, 0x6e, 0x8b, 0x41, 0x90, 0xbe, 0xa3, 0x09, 0x9a, 0x5f, 0x17,
+ 0x3b, 0xbf, 0xe0, 0x1f, 0x24, 0x3c, 0x9e, 0x99, 0x93, 0x40, 0x92, 0x30,
+ 0x46, 0x3a, 0x9d, 0xc8, 0x7a, 0xa2, 0x43, 0x76, 0xb6, 0xff, 0x8f, 0x3e,
+ 0xd6, 0x99, 0x82, 0x63, 0x95, 0x84, 0xa7, 0xd9, 0xf2, 0x99, 0x48, 0x36,
+ 0x1d, 0x61, 0x25, 0x53, 0x8e, 0x6f, 0x2b, 0x1e, 0x70, 0xed, 0x5f, 0x79,
+ 0xb9, 0xa0, 0x4f, 0xf8, 0xf6, 0x33, 0xaa, 0xf6, 0x2b, 0x60, 0x15, 0x9f,
+ 0xca, 0x84, 0x75, 0x33, 0xa7, 0x1b, 0xe9, 0x9c, 0x85, 0x04, 0x0b, 0x6b,
+ 0x25, 0x66, 0x5d, 0x0f, 0x35, 0x55, 0x4d, 0x31, 0x4a, 0x4f, 0x44, 0x3a,
+ 0xd5, 0x96, 0x9a, 0x70, 0x1c, 0x44, 0x6d, 0xfe, 0x86, 0xbc, 0x4a, 0x45,
+ 0x10, 0x92, 0xd1, 0xbc, 0x3c, 0x50, 0x9c, 0xfe, 0x57, 0x84, 0xd2, 0x36,
+ 0x9b, 0x90, 0xde, 0x93, 0x23, 0x52, 0x30, 0x22, 0xe3, 0xee, 0xf8, 0x40,
+ 0x46, 0x58, 0xbe, 0x38, 0x32, 0x47, 0xfc, 0x3f, 0x58, 0x32, 0x7c, 0x3e,
+ 0xc8, 0xe6, 0x9e, 0x99, 0x4d, 0x4b, 0x14, 0xf7, 0x45, 0x73, 0xbc, 0x36,
+ 0xe9, 0x04, 0x63, 0x1c, 0x13, 0x17, 0x3e, 0x48, 0x42, 0xb7, 0x5c, 0xef,
+ 0x1e, 0x0e, 0x65, 0xf1, 0x48, 0xf9, 0x16, 0x2d, 0x43, 0xb9, 0x28, 0x02,
+ 0xee, 0xfb, 0x56, 0xef, 0x19, 0x1b, 0x26, 0x08, 0x26, 0xb0, 0x01, 0xdd,
+ 0xbd, 0x18, 0x43, 0x03, 0xf2, 0xc4, 0xf1, 0xea, 0x67, 0xbc, 0xf8, 0xd2,
+ 0xf5, 0x1f, 0x49, 0xf8, 0x29, 0xe6, 0xef, 0x21, 0x2d, 0x0c, 0x05, 0x0c,
+ 0x01, 0xda, 0x62, 0xc2, 0x05, 0xd2, 0x18, 0x07, 0x51, 0xe9, 0x52, 0x24,
+ 0x0f, 0x05, 0x29, 0x0b, 0x47, 0xf8, 0xd1, 0xc2, 0x28, 0xca, 0xf5, 0xc4,
+ 0xe4, 0x19, 0x1c, 0x07, 0x07, 0xff, 0xdd, 0xc1, 0x7e, 0x22, 0x20, 0xdc,
+ 0x13, 0xf3, 0x45, 0xdc, 0x17, 0xde, 0x18, 0xf9, 0x78, 0x01, 0xfe, 0xcd,
+ 0xe8, 0xce, 0x33, 0x15, 0x2c, 0xf4, 0xf5, 0x26, 0x7f, 0xc7, 0x4e, 0xcf,
+ 0xd0, 0x15, 0x51, 0xcf, 0x50, 0xd0, 0x0d, 0xe5, 0x48, 0xb7, 0x13, 0xd0,
+ 0x13, 0xd0, 0x26, 0xea, 0x00, 0x1e, 0x28, 0xb9, 0x7a, 0xd0, 0xe7, 0x1f,
+ 0x06, 0xef, 0x63, 0xe6, 0x01, 0x19, 0xd1, 0xc0, 0x18, 0xae, 0xeb, 0xe3,
+ 0xd1, 0xcd, 0x78, 0xc7, 0x25, 0xf2, 0xd1, 0x1a, 0x72, 0xbe, 0x01, 0x23,
+ 0xc6, 0x0a, 0x6f, 0xbd, 0xe5, 0x0f, 0xdf, 0xd4, 0x1f, 0xcb, 0x22, 0xc8,
+ 0x22, 0xc0, 0x49, 0xa3, 0x38, 0x0b, 0x25, 0xe7, 0x36, 0xa8, 0x27, 0xea,
+ 0xdd, 0xe0, 0x29, 0xcb, 0xde, 0x12, 0x24, 0xd7, 0x28, 0xe7, 0xfe, 0x10,
+ 0xf2, 0xf5, 0x31, 0xf7, 0x19, 0xef, 0xce, 0x1f, 0x3c, 0x9b, 0xdd, 0x2c,
+ 0x17, 0xde, 0x6f, 0xab, 0xe6, 0xf2, 0x06, 0x1a, 0x6a, 0xe3, 0x1b, 0x27,
+ 0xea, 0xd4, 0x50, 0xf5, 0xec, 0x1b, 0xfa, 0xec, 0x17, 0xdb, 0xe0, 0x20,
+ 0x1b, 0xf5, 0x2f, 0xc8, 0xeb, 0x1f, 0xc5, 0x06, 0x36, 0xf4, 0xf6, 0xc0,
+ 0x09, 0xb6, 0x31, 0xc1, 0x29, 0x27, 0x0a, 0xfd, 0x3c, 0xa2, 0x17, 0x28,
+ 0xe0, 0xe7, 0x5e, 0xbb, 0xff, 0xce, 0x1f, 0x1b, 0x66, 0xf4, 0x40, 0xec,
+ 0xcd, 0xf5, 0x2d, 0xc6, 0x3b, 0x26, 0x26, 0xe3, 0x4c, 0xab, 0xe7, 0x0a,
+ 0xfc, 0xee, 0x17, 0xa6, 0x15, 0x04, 0x08, 0x0f, 0x5a, 0xaf, 0x35, 0xd0,
+ 0x07, 0xf5, 0x09, 0x84, 0x19, 0xe7, 0x30, 0x19, 0x59, 0xa6, 0x40, 0x1e,
+ 0xdf, 0xda, 0x4f, 0xe4, 0x49, 0xcb, 0x28, 0xc2, 0x40, 0xcd, 0x2b, 0xc3,
+ 0x20, 0xbd, 0x0c, 0xce, 0x17, 0x2e, 0xf3, 0x07, 0x50, 0xe7, 0x17, 0xde,
+ 0xce, 0xdd, 0x52, 0x8f, 0x00, 0x12, 0x1d, 0xf1, 0x59, 0x92, 0xf4, 0x29,
+ 0xc7, 0xe2, 0x17, 0xb9, 0x5f, 0x2d, 0xe4, 0xc5, 0x53, 0x84, 0x11, 0xdb,
+ 0xd0, 0xd1, 0x20, 0xb0, 0x19, 0xe7, 0xd8, 0x1e, 0x07, 0xb9, 0x3c, 0xe9,
+ 0xf8, 0xf9, 0x06, 0x92, 0x5e, 0x12, 0xef, 0xd0, 0x4d, 0xa4, 0x56, 0x27,
+ 0x1d, 0xed, 0xfd, 0x9d, 0x49, 0x02, 0xf5, 0x08, 0x0a, 0xa2, 0x10, 0xd3,
+ 0xd4, 0xf0, 0x48, 0xf3, 0x2d, 0x06, 0x28, 0x00, 0x14, 0xda, 0x13, 0x13,
+ 0xf3, 0x09, 0x50, 0xe2, 0x4b, 0xe7, 0x0f, 0xcf, 0x52, 0x8a, 0x03, 0xc1,
+ 0xd5, 0x30, 0x49, 0xc9, 0x4a, 0x26, 0xf2, 0xfb, 0x26, 0xda, 0x0c, 0x0d,
+ 0x18, 0x05, 0x22, 0xf9, 0x24, 0xfa, 0x03, 0x23, 0x13, 0xa4, 0x29, 0xe4,
+ 0x11, 0x19, 0x4b, 0x92, 0x5c, 0x28, 0xd0, 0xef, 0x56, 0xcd, 0xfb, 0xe5,
+ 0xc2, 0x25, 0x58, 0xc8, 0x23, 0xf9, 0xd7, 0x2e, 0x48, 0xe6, 0x39, 0xf9,
+ 0x2e, 0x1f, 0x4d, 0x8d, 0x12, 0xf6, 0xd4, 0xee, 0x2c, 0xbf, 0x59, 0xc8,
+ 0x05, 0xcf, 0x2f, 0xe2, 0x34, 0xfd, 0xeb, 0xfc, 0x1d, 0xb5, 0x26, 0x16,
+ 0x08, 0xda, 0x15, 0xe0, 0x50, 0x2a, 0x2e, 0xf3, 0xfc, 0xda, 0x1c, 0xe2,
+ 0x18, 0xf9, 0x00, 0x99, 0x47, 0x19, 0x1d, 0x2d, 0x25, 0xd7, 0x07, 0xe3,
+ 0xcf, 0x04, 0x62, 0xfe, 0x33, 0xee, 0xcb, 0x19, 0x42, 0x9b, 0x34, 0x2b,
+ 0xe3, 0xc6, 0x0c, 0xae, 0x55, 0x07, 0x28, 0xff, 0x48, 0x9e, 0x00, 0x15,
+ 0x01, 0xeb, 0x4d, 0xe7, 0xf8, 0xff, 0x02, 0xf1, 0xf3, 0xf3, 0x08, 0x14,
+ 0x12, 0x09, 0x3f, 0xe7, 0x34, 0x20, 0x1a, 0x0b, 0xe7, 0xb7, 0x2a, 0x23,
+ 0xd0, 0xdc, 0x0a, 0xdf, 0x30, 0xc0, 0x27, 0xfc, 0x3f, 0xbf, 0x35, 0xc2,
+ 0xd9, 0xfe, 0x05, 0xfe, 0x12, 0xe0, 0x20, 0x13, 0x2d, 0xb5, 0x25, 0xe1,
+ 0x2e, 0xc4, 0x28, 0xc5, 0xfd, 0x10, 0xf2, 0x01, 0x02, 0x96, 0x14, 0xfd,
+ 0xc2, 0xc4, 0x4c, 0x9e, 0x2b, 0xbf, 0xc6, 0xcc, 0x46, 0xf4, 0x51, 0xf9,
+ 0xc2, 0xf4, 0xfd, 0x9c, 0x36, 0xeb, 0xc7, 0x2e, 0x52, 0x90, 0xf1, 0x26,
+ 0xe3, 0x08, 0x05, 0xe7, 0x44, 0x1b, 0x10, 0xdc, 0x4a, 0xb9, 0x07, 0xc0,
+ 0xc7, 0xfd, 0x31, 0xb3, 0xff, 0xeb, 0xf0, 0xf6, 0x48, 0xe9, 0x06, 0xee,
+ 0xed, 0x0f, 0x48, 0x87, 0xf2, 0x15, 0x15, 0x01, 0x02, 0xe7, 0x48, 0xe6,
+ 0x16, 0xf6, 0xfd, 0xbf, 0x33, 0x13, 0xd3, 0x32, 0xf7, 0x9f, 0x05, 0x23,
+ 0xef, 0xce, 0x46, 0xe3, 0x43, 0xc2, 0xb3, 0xed, 0x35, 0xe8, 0x48, 0x0e,
+ 0xe7, 0xea, 0x5c, 0xc0, 0x53, 0xf9, 0xd8, 0xee, 0x43, 0xd2, 0x01, 0xd0,
+ 0x12, 0x16, 0x51, 0xcd, 0x56, 0xe0, 0xfe, 0xd9, 0x2f, 0xbc, 0x15, 0x2e,
+ 0xd9, 0xd8, 0x59, 0xe4, 0x22, 0x00, 0xc8, 0x2b, 0x0a, 0xc2, 0x13, 0xfc,
+ 0xd2, 0xeb, 0x52, 0x36, 0xce, 0x37, 0xf4, 0x2f, 0xea, 0x57, 0x87, 0xd7,
+ 0x2f, 0x04, 0x3e, 0x50, 0x01, 0x13, 0x71, 0x0f, 0x58, 0xfb, 0xa3, 0x97,
+ 0x3c, 0xfa, 0xbc, 0x9a, 0xdc, 0xf2, 0x2d, 0x47, 0x2b, 0x9d, 0x1b, 0x46,
+ 0x1a, 0x01, 0x1e, 0x8d, 0xdc, 0x90, 0x4d, 0x6d, 0xea, 0x7e, 0xd3, 0xa5,
+ 0x35, 0x5a, 0x9f, 0xfa, 0xa6, 0x0e, 0x2b, 0x39, 0x4f, 0x45, 0x34, 0x43,
+ 0xda, 0xd4, 0x85, 0xd6, 0x6c, 0x82, 0x19, 0x8b, 0xaf, 0x6c, 0x85, 0x0f,
+ 0x07, 0x71, 0xc6, 0xa2, 0x74, 0xd0, 0x1a, 0xcb, 0x88, 0xc9, 0x1b, 0xf3,
+ 0x97, 0xe5, 0x83, 0xdb, 0x84, 0x72, 0x59, 0x44, 0xdd, 0x1f, 0x40, 0x0a,
+ 0x7e, 0x75, 0xa6, 0xdf, 0xa1, 0xda, 0x84, 0xfc, 0xb5, 0x9d, 0x87, 0x9a,
+ 0xb3, 0xa0, 0xed, 0x95, 0xdb, 0x25, 0x07, 0x98, 0xb1, 0x53, 0x53, 0xee,
+ 0xf2, 0xd5, 0xa1, 0x0e, 0x68, 0xfd, 0x08, 0xd8, 0x4c, 0x70, 0x6a, 0x5d,
+ 0x75, 0xbc, 0x53, 0x01, 0x5f, 0x4e, 0x54, 0x59, 0x0e, 0xed, 0xc6, 0x87,
+ 0x9c, 0x95, 0xbb, 0x56, 0xfd, 0x7d, 0x14, 0x13, 0x90, 0x51, 0x03, 0xa3,
+ 0x29, 0xbe, 0xb1, 0xc0, 0xa2, 0xa1, 0xde, 0x31, 0x34, 0xef, 0x74, 0xed,
+ 0x47, 0xde, 0x27, 0xe0, 0xa1, 0xd5, 0x0e, 0x59, 0x44, 0xaa, 0x6e, 0x78,
+ 0xc1, 0x4d, 0x92, 0x3f, 0x32, 0x26, 0x6f, 0x65, 0x17, 0x95, 0x88, 0x8e,
+ 0xe6, 0x88, 0x67, 0x9f, 0x64, 0x7b, 0x3e, 0xf7, 0xe1, 0xfa, 0xfe, 0xc2,
+ 0xae, 0xd0, 0xad, 0x22, 0xe3, 0xdc, 0x6f, 0x7d, 0x33, 0x40, 0x91, 0xc7,
+ 0xdb, 0x43, 0xa1, 0xed, 0x93, 0x93, 0x91, 0xfd, 0x8a, 0xcc, 0x59, 0x85,
+ 0x28, 0x76, 0xd2, 0x27, 0x1d, 0x68, 0x95, 0x72, 0xe6, 0xc4, 0x5a, 0x3a,
+ 0x46, 0xae, 0xaf, 0x71, 0x00, 0x6d, 0xa9, 0x05, 0x58, 0xb7, 0xdd, 0x72,
+ 0x27, 0xa7, 0x90, 0x3c, 0x34, 0xf3, 0x32, 0xc6, 0xef, 0xd3, 0x61, 0x02,
+ 0x73, 0x92, 0xcf, 0x96, 0x0b, 0x91, 0xd5, 0x2d, 0x04, 0xd8, 0xf4, 0xeb,
+ 0xb3, 0x23, 0x70, 0x42, 0x4d, 0x93, 0xac, 0x7e, 0xa3, 0xf3, 0x9e, 0x0c,
+ 0xd1, 0x3b, 0xbe, 0xb3, 0x36, 0x9f, 0xb7, 0x30, 0x90, 0x91, 0xa0, 0x7a,
+ 0x25, 0x24, 0x8f, 0x7f, 0x19, 0x9b, 0x5d, 0xd8, 0x8f, 0x2e, 0x95, 0x93,
+ 0x19, 0xca, 0xd0, 0xf6, 0x9a, 0x8b, 0x82, 0xc3, 0xe0, 0x42, 0xfd, 0x83,
+ 0x36, 0xfb, 0xe6, 0x9a, 0xda, 0x8f, 0x77, 0x2c, 0x27, 0x17, 0x7e, 0xb7,
+ 0xcf, 0xc2, 0xd1, 0x4b, 0x5d, 0xdb, 0x2b, 0xdf, 0x0a, 0x74, 0xbe, 0x7b,
+ 0x7b, 0x9e, 0x24, 0x88, 0x9e, 0x82, 0x3c, 0x8d, 0x25, 0xd5, 0xff, 0xa4,
+ 0x5f, 0x97, 0x21, 0x68, 0x23, 0x3d, 0x7a, 0xe1, 0x87, 0x36, 0x0d, 0xfb,
+ 0x0e, 0xc3, 0xab, 0x37, 0x53, 0xe9, 0x04, 0xab, 0xfa, 0x6a, 0xd0, 0x9d,
+ 0x4b, 0xdb, 0xcb, 0xe2, 0x0b, 0x28, 0xbc, 0xfe, 0x0a, 0xea, 0x8d, 0x0c,
+ 0xab, 0xaa, 0x49, 0x85, 0x35, 0x5d, 0xc6, 0xea, 0x16, 0x18, 0x5c, 0xa2,
+ 0xc6, 0xe4, 0x60, 0xbb, 0x05, 0x73, 0xad, 0x05, 0xff, 0xde, 0x52, 0x3d,
+ 0xc4, 0x2a, 0x29, 0x91, 0xa4, 0x0e, 0x63, 0xde, 0x3c, 0x31, 0x97, 0xb7,
+ 0xc7, 0x52, 0x78, 0x4e, 0x9e, 0xfd, 0xb5, 0x64, 0x49, 0xe3, 0x3e, 0x42,
+ 0x1a, 0x18, 0xfc, 0x37, 0xc9, 0xe4, 0x53, 0x4b, 0xef, 0xd3, 0x7b, 0x7b,
+ 0x7a, 0xae, 0xd6, 0x2d, 0x89, 0x3f, 0x1e, 0x33, 0xc1, 0xa2, 0x4d, 0x59,
+ 0x81, 0x06, 0x79, 0x16, 0xce, 0x15, 0x87, 0x02, 0x74, 0x19, 0x7d, 0xe9,
+ 0x96, 0xd5, 0x1d, 0xf6, 0xad, 0x86, 0x37, 0xac, 0xae, 0x41, 0x93, 0xbc,
+ 0x58, 0x5a, 0xf0, 0xcd, 0xf4, 0x96, 0xa4, 0x2f, 0xc6, 0x0b, 0x91, 0x7c,
+ 0xb4, 0xeb, 0x9e, 0xd2, 0xd1, 0x7b, 0x25, 0x63, 0xe5, 0x92, 0xd8, 0x68,
+ 0x70, 0xd8, 0xa0, 0xeb, 0xf7, 0x40, 0x4c, 0x74, 0x27, 0x94, 0xdc, 0x9e,
+ 0x57, 0x2b, 0xae, 0x7a, 0x42, 0xdb, 0x06, 0x82, 0xe1, 0x77, 0x24, 0x5e,
+ 0xc8, 0x13, 0xec, 0x4e, 0xf5, 0xad, 0xc1, 0x77, 0xfc, 0xee, 0xd3, 0x36,
+ 0xc7, 0xd0, 0x22, 0xa5, 0x30, 0x90, 0x77, 0x11, 0x99, 0x47, 0x61, 0x64,
+ 0x18, 0x67, 0x0a, 0x59, 0x57, 0xb6, 0x0c, 0xd1, 0xfd, 0xa6, 0xbd, 0xf9,
+ 0x9c, 0xea, 0x06, 0x59, 0x8f, 0x3a, 0xf8, 0x0d, 0x7c, 0xcf, 0xb5, 0x07,
+ 0x2b, 0xc9, 0x91, 0xfc, 0xf8, 0x46, 0x22, 0x86, 0x54, 0x7a, 0x74, 0x60,
+ 0x8f, 0xfa, 0xdb, 0x17, 0x73, 0xbd, 0x6d, 0x68, 0x45, 0x3f, 0xe8, 0xb3,
+ 0xfe, 0x8b, 0x4a, 0x34, 0xb7, 0xff, 0x44, 0x76, 0xfc, 0xad, 0xa8, 0x37,
+ 0xd0, 0x42, 0x89, 0x1c, 0x2b, 0x71, 0xc7, 0x17, 0xa5, 0xec, 0xf4, 0x5e,
+ 0x85, 0x34, 0x9a, 0x9f, 0xc8, 0xf1, 0xac, 0x73, 0x92, 0xf8, 0xa4, 0x59,
+ 0x20, 0x39, 0xac, 0xa6, 0x27, 0xea, 0x5a, 0xfd, 0xe6, 0xa5, 0x87, 0x82,
+ 0x61, 0x4c, 0x4b, 0xc0, 0xd9, 0x86, 0xca, 0xc5, 0x7e, 0x3e, 0x5c, 0x8e,
+ 0x8f, 0x51, 0x3b, 0x99, 0x55, 0x6e, 0x1f, 0x06, 0x5d, 0x68, 0x99, 0x9e,
+ 0x9b, 0x5b, 0x8c, 0x10, 0x4e, 0x6c, 0xcc, 0x06, 0xa5, 0x9b, 0x52, 0x39,
+ 0x66, 0xd3, 0xe6, 0x70, 0x65, 0xbf, 0x0a, 0x8e, 0x78, 0xac, 0x6f, 0xf6,
+ 0x2d, 0x71, 0x5a, 0xd2, 0x29, 0xbf, 0xa3, 0xbf, 0xad, 0x97, 0x45, 0x8b,
+ 0x61, 0x58, 0xd5, 0x21, 0x9b, 0xcb, 0xff, 0x2b, 0x0d, 0x5a, 0x52, 0x4e,
+ 0xa8, 0x6b, 0xe6, 0xae, 0xb2, 0x95, 0xd6, 0xed, 0x1a, 0x8b, 0x2c, 0x53,
+ 0xe8, 0xd7, 0x48, 0xf0, 0x9b, 0xc6, 0x20, 0x25, 0x6a, 0x0a, 0xf3, 0xcc,
+ 0x86, 0xd7, 0xdc, 0xc4, 0x48, 0xed, 0xe6, 0xc6, 0xcc, 0x03, 0x96, 0xd5,
+ 0x34, 0x4c, 0xe3, 0x24, 0x84, 0x53, 0xa9, 0xd2, 0x1b, 0x62, 0xed, 0x30,
+ 0xf6, 0xec, 0xd0, 0x1d, 0x36, 0xc9, 0x57, 0xba, 0x44, 0x2a, 0x65, 0xe8,
+ 0x68, 0xae, 0xfd, 0xb4, 0xdf, 0xef, 0xea, 0xec, 0x82, 0x16, 0x67, 0xe9,
+ 0x41, 0x5f, 0x3e, 0xe5, 0xad, 0x4c, 0x67, 0xd9, 0xec, 0x37, 0x8f, 0x20,
+ 0x0f, 0xa8, 0x40, 0xd7, 0xa9, 0x55, 0x08, 0x61, 0xe7, 0x04, 0x8b, 0xf1,
+ 0xd4, 0x0c, 0x09, 0x44, 0x8c, 0x5e, 0xc8, 0x46, 0xc5, 0x28, 0xe5, 0xd6,
+ 0x9d, 0xcf, 0x66, 0x3b, 0xf5, 0xa6, 0xc3, 0xa8, 0x4a, 0xa1, 0x3e, 0xe2,
+ 0xd9, 0x5c, 0xea, 0xfe, 0x9e, 0x15, 0x14, 0xb1, 0x13, 0xef, 0x13, 0x56,
+ 0x4a, 0xca, 0x8b, 0xf5, 0x67, 0x3a, 0xbf, 0xd3, 0x89, 0xdc, 0x01, 0x27,
+ 0xd3, 0x97, 0xef, 0x2d, 0x4e, 0x28, 0x2c, 0xd1, 0xed, 0x6a, 0xba, 0x93,
+ 0xdf, 0xb1, 0xe9, 0xc9, 0xfb, 0x84, 0x60, 0x00, 0x60, 0xa1, 0xa4, 0xb3,
+ 0xc3, 0xf9, 0xa6, 0xcb, 0x27, 0xef, 0x57, 0xc4, 0xeb, 0x9f, 0xd4, 0x48,
+ 0x3e, 0x94, 0x65, 0x55, 0x45, 0xfe, 0xb7, 0xc9, 0xc3, 0xdd, 0x45, 0xa1,
+ 0x68, 0xd3, 0x25, 0xa2, 0xc8, 0x34, 0xe3, 0x1e, 0x1b, 0x2b, 0x06, 0xb3,
+ 0x37, 0x44, 0x93, 0x05, 0x6a, 0xd8, 0xec, 0xa3, 0x85, 0x85, 0xb4, 0xe4,
+ 0x0e, 0x3d, 0x41, 0xc9, 0x26, 0xa9, 0xd3, 0x27, 0xe5, 0x42, 0x32, 0xea,
+ 0xe3, 0x40, 0xe0, 0x45, 0x3a, 0x1f, 0x38, 0x56, 0x6b, 0x4b, 0x90, 0x9d,
+ 0x68, 0x01, 0xb0, 0x0c, 0x3d, 0x5a, 0x11, 0xd7, 0x68, 0x66, 0x5e, 0x11,
+ 0x2b, 0x1d, 0x0a, 0x15, 0xd3, 0x94, 0xae, 0x67, 0x8d, 0x67, 0x26, 0x44,
+ 0x2f, 0x6a, 0x2e, 0x5e, 0x11, 0x30, 0x06, 0x03, 0x42, 0xbd, 0x5f, 0xb8,
+ 0xef, 0x06, 0xd5, 0x86, 0xfa, 0xe8, 0x1a, 0x43, 0x59, 0x1a, 0x81, 0x61,
+ 0xdb, 0xdd, 0x35, 0x3f, 0x30, 0x53, 0x25, 0x51, 0xae, 0xd4, 0xba, 0x0b,
+ 0x3d, 0x0c, 0x33, 0x5b, 0x27, 0x3a, 0xec, 0xc2, 0xc6, 0x30, 0x5d, 0x2d,
+ 0xce, 0xf8, 0xcb, 0x55, 0x52, 0x8d, 0xd3, 0xb1, 0x1e, 0x15, 0x49, 0x28,
+ 0x50, 0xa6, 0x55, 0x38, 0x6a, 0x17, 0x60, 0x6b, 0xa6, 0x8f, 0x01, 0xf9,
+ 0x3a, 0x31, 0x3d, 0xe5, 0xf8, 0xc3, 0x6c, 0x91, 0xec, 0x9c, 0x89, 0xa0,
+ 0x9a, 0x84, 0x45, 0x9a, 0xa4, 0xbd, 0xfe, 0x64, 0x36, 0x0d, 0xdb, 0x3c,
+ 0xe0, 0x65, 0xb7, 0x84, 0xe4, 0xe1, 0x49, 0x49, 0xe4, 0x49, 0x0c, 0x82,
+ 0xd0, 0x01, 0x5e, 0xf8, 0x11, 0x59, 0x01, 0x41, 0xa2, 0x25, 0x12, 0xdd,
+ 0x42, 0x90, 0x5b, 0xf9, 0xb7, 0x04, 0xb7, 0x29, 0xf1, 0x4f, 0xd7, 0x3a,
+ 0x12, 0xfe, 0x52, 0x6c, 0xde, 0xbd, 0xfd, 0xea, 0x1b, 0x24, 0x4c, 0xed,
+ 0x5e, 0x2c, 0xc9, 0xaf, 0x89, 0x5a, 0x0b, 0xd2, 0xd7, 0x13, 0x40, 0x9f,
+ 0xa3, 0x3b, 0xbc, 0x8e, 0xf6, 0x5a, 0xfc, 0xd0, 0x60, 0xf7, 0x59, 0x53,
+ 0x87, 0xd0, 0xe8, 0xaa, 0x09, 0x43, 0x2e, 0xf3, 0xbc, 0xe3, 0x36, 0x24,
+ 0x11, 0x9d, 0xde, 0x94, 0x01, 0xd8, 0x14, 0x31, 0x53, 0x5e, 0x68, 0x33,
+ 0x69, 0x2b, 0x9a, 0x3c, 0xe6, 0x13, 0xb8, 0x12, 0xee, 0x8a, 0xe6, 0x8c,
+ 0x35, 0x38, 0xc4, 0xa4, 0xf7, 0x43, 0x28, 0x84, 0x02, 0x0a, 0x17, 0x1b,
+ 0x41, 0xeb, 0x94, 0x46, 0x93, 0xb3, 0x4a, 0xaf, 0xa4, 0xbc, 0x32, 0x49,
+ 0x4b, 0xbf, 0xf4, 0xd2, 0x9c, 0xff, 0xc2, 0xbe, 0x41, 0xb2, 0xd9, 0xa2,
+ 0xdf, 0xb4, 0x9a, 0x17, 0xe9, 0xe9, 0xff, 0x07, 0x39, 0xc9, 0x3c, 0xac,
+ 0xbc, 0x57, 0x22, 0xfd, 0x60, 0xb0, 0x99, 0x38, 0x3b, 0x91, 0xc5, 0x41,
+ 0xe6, 0xf3, 0x10, 0x0a, 0x3b, 0x9b, 0x4f, 0xeb, 0xf9, 0x50, 0x86, 0xf8,
+ 0xa6, 0xf3, 0x0f, 0x9d, 0x83, 0x61, 0x68, 0x33, 0x55, 0xbd, 0x0c, 0x21,
+ 0xe7, 0x8f, 0xef, 0xa5, 0x67, 0xa4, 0x54, 0x5f, 0x32, 0xd8, 0x5c, 0x5c,
+ 0x1d, 0xb9, 0x22, 0x39, 0xab, 0x40, 0x4a, 0x3c, 0x68, 0x9e, 0x66, 0xbf,
+ 0x1e, 0xb3, 0xba, 0xe8, 0xcc, 0x52, 0xa0, 0x2d, 0xde, 0xb7, 0x28, 0xa3,
+ 0x3c, 0xd4, 0x43, 0x32, 0xab, 0x98, 0xa8, 0xc2, 0xc3, 0x8c, 0x17, 0x29,
+ 0xa5, 0xca, 0x63, 0x9f, 0x23, 0x9c, 0xd3, 0xd7, 0x3c, 0x3b, 0x5b, 0x59,
+ 0x8e, 0xab, 0xab, 0xd1, 0x2b, 0x3f, 0x25, 0xd2, 0x5c, 0x0f, 0xd0, 0xfe,
+ 0x38, 0x4e, 0x9f, 0x10, 0x32, 0x2b, 0x49, 0x03, 0x4a, 0x0d, 0x57, 0x85,
+ 0xd7, 0xcb, 0x5c, 0x3e, 0xb4, 0xc0, 0x43, 0x36, 0xb0, 0xc5, 0xd2, 0x56,
+ 0xf7, 0x34, 0x4e, 0x2b, 0xdb, 0x84, 0xf5, 0xa8, 0x1e, 0xd4, 0x9e, 0x0a,
+ 0xfd, 0xe8, 0xba, 0xdc, 0x15, 0xd0, 0x60, 0xb8, 0x30, 0x9f, 0x64, 0xb0,
+ 0x15, 0x44, 0xc7, 0x63, 0x6a, 0xe5, 0x5f, 0x4e, 0x5c, 0xeb, 0xf4, 0x32,
+ 0xd6, 0x1f, 0x61, 0x2a, 0x9e, 0x14, 0x34, 0xcf, 0x1b, 0x57, 0xa1, 0x2f,
+ 0xb6, 0xe9, 0x41, 0x38, 0x96, 0x86, 0x29, 0xcb, 0x1d, 0x18, 0x45, 0x76,
+ 0xa0, 0x84, 0x7c, 0x35, 0xf2, 0xde, 0xf4, 0xb7, 0x39, 0x12, 0x8a, 0x59,
+ 0xeb, 0x56, 0xec, 0x34, 0x79, 0xf4, 0xba, 0xe5, 0x32, 0xfb, 0xf3, 0x54,
+ 0xd4, 0xc4, 0x02, 0xb1, 0x91, 0xc5, 0x53, 0xa5, 0x83, 0x9d, 0x0b, 0x2b,
+ 0x06, 0xba, 0x74, 0x26, 0xd8, 0x54, 0x36, 0x82, 0xf0, 0x28, 0xb9, 0x54,
+ 0x5b, 0xd7, 0x4c, 0x0b, 0x0e, 0xdb, 0x97, 0xba, 0x06, 0xa4, 0xb9, 0xec,
+ 0x1f, 0x96, 0x6f, 0xc9, 0x2f, 0xdf, 0xbe, 0x6f, 0xc8, 0xe5, 0x7b, 0x09,
+ 0x24, 0x9b, 0xe4, 0x1f, 0x5f, 0xbf, 0xf8, 0x2f, 0xa7, 0x05, 0xaa, 0xf7,
+ 0x9e, 0x1c, 0xff, 0x3f, 0xea, 0x7c, 0x39, 0xb9, 0x86, 0x96, 0x3d, 0xdf,
+ 0x23, 0xdc, 0x2b, 0xd5, 0xaf, 0x99, 0x4b, 0xff, 0xf8, 0xb3, 0x67, 0x1d,
+ 0x55, 0x11, 0xd0, 0x2b, 0x99, 0x1c, 0x4a, 0xa5, 0x58, 0xbc, 0x20, 0x09,
+ 0x8d, 0xb4, 0x7b, 0xe1, 0x5b, 0xf6, 0x07, 0x71, 0x74, 0x23, 0x6d, 0x0c,
+ 0x60, 0xf1, 0xcc, 0x32, 0x84, 0x6f, 0xb0, 0x02, 0x08, 0xa3, 0xd8, 0xd6,
+ 0xa3, 0xca, 0x57, 0x32, 0x1e, 0x0b, 0x3a, 0x2e, 0x84, 0xb8, 0xbc, 0xe8,
+ 0x85, 0x0c, 0xd1, 0x09, 0x99, 0x8d, 0x47, 0x21, 0x26, 0xea, 0xfd, 0xb2,
+ 0x24, 0xcf, 0xb3, 0x8b, 0x09, 0x0e, 0x48, 0x67, 0x40, 0xe2, 0x42, 0xbe,
+ 0x70, 0x18, 0x4c, 0x3d, 0xa7, 0x67, 0xd4, 0x71, 0x87, 0x2a, 0xd1, 0xff,
+ 0x2e, 0x8d, 0x25, 0x67, 0x64, 0x0f, 0xf3, 0x4f, 0x15, 0x24, 0x76, 0x24,
+ 0x48, 0x9d, 0x9a, 0xc3, 0x7f, 0x46, 0x83, 0xd2, 0x35, 0x0b, 0xd0, 0x86,
+ 0xee, 0xf4, 0x6a, 0x34, 0x43, 0x77, 0xe3, 0x7c, 0xc5, 0xd6, 0x60, 0xfe,
+ 0x24, 0x76, 0xe6, 0x05, 0xf0, 0xf7, 0x65, 0x8a, 0x89, 0xdf, 0x54, 0x6c,
+ 0x10, 0xc0, 0x6b, 0xec, 0x3b, 0xa4, 0x29, 0x8d, 0x54, 0xab, 0xa9, 0xbd,
+ 0x53, 0xbe, 0xb2, 0xa8, 0xb0, 0xa8, 0x9f, 0x27, 0xb1, 0xd1, 0x64, 0xde,
+ 0x5d, 0xf3, 0x36, 0x1f, 0xd9, 0x38, 0x87, 0x32, 0x20, 0x4a, 0xf9, 0xc6,
+ 0x72, 0x37, 0x38, 0x96, 0x2b, 0xc8, 0xa1, 0x98, 0x71, 0x82, 0x73, 0x92,
+ 0xb4, 0x90, 0xa6, 0xf5, 0x2f, 0xc2, 0x28, 0xb8, 0x75, 0x9f, 0xaf, 0x51,
+ 0xfb, 0x9f, 0x21, 0x69, 0x54, 0xa7, 0xd4, 0xf0, 0xb9, 0x55, 0xae, 0x53,
+ 0xca, 0x45, 0xf0, 0x79, 0x37, 0x71, 0x52, 0xba, 0x18, 0x3d, 0x89, 0x17,
+ 0xb9, 0x2c, 0x8d, 0x3c, 0xec, 0xa3, 0xcb, 0xc8, 0xc8, 0xa7, 0x3b, 0x38,
+ 0x63, 0xc6, 0xe9, 0x02, 0x70, 0xe2, 0x8d, 0x34, 0x5d, 0x9e, 0x07, 0x9b,
+ 0xb6, 0x20, 0x85, 0x24, 0x67, 0xa6, 0x8d, 0xa4, 0x8a, 0xa9, 0xfb, 0x0e,
+ 0xc7, 0xcb, 0xc9, 0x91, 0xd3, 0x8c, 0x52, 0x61, 0xad, 0x90, 0xca, 0x51,
+ 0xa8, 0xed, 0x23, 0xff, 0x35, 0xb0, 0x0e, 0x8e, 0x5a, 0xec, 0x17, 0xc9,
+ 0xbe, 0xdf, 0xa3, 0x11, 0xa2, 0x30, 0x32, 0x3a, 0xd6, 0x43, 0x75, 0xd0,
+ 0xc0, 0x0b, 0xd3, 0xab, 0x96, 0x49, 0x0c, 0x33, 0xb2, 0x74, 0x11, 0xeb,
+ 0xb3, 0xd0, 0x15, 0x2b, 0x9b, 0xd5, 0x0a, 0xae, 0x74, 0x38, 0xdf, 0x83,
+ 0x0f, 0x5e, 0x2b, 0xf4, 0x51, 0x31, 0xd3, 0x4a, 0x96, 0x41, 0xc9, 0x7b,
+ 0xc0, 0xbb, 0xd1, 0x1c, 0x7a, 0x0d, 0x28, 0xbd, 0x6d, 0xaa, 0x02, 0xed,
+ 0x2a, 0x23, 0x54, 0xba, 0xa7, 0x7f, 0x0e, 0x65, 0x99, 0x21, 0x99, 0xda,
+ 0xb3, 0x26, 0xed, 0x5e, 0xf2, 0x8c, 0x85, 0x30, 0x42, 0x00, 0x8d, 0xb9,
+ 0x99, 0x15, 0xf5, 0xcc, 0xd3, 0x56, 0xe3, 0x0c, 0x3c, 0xd2, 0x67, 0x43,
+ 0x0a, 0xce, 0xbf, 0xfe, 0x57, 0x55, 0x94, 0x5c, 0x76, 0x7e, 0x2e, 0x56,
+ 0x4e, 0x62, 0xe8, 0x6f, 0xae, 0x25, 0xb7, 0xa7, 0x35, 0x49, 0xda, 0x16,
+ 0xa7, 0xd6, 0x05, 0x3b, 0x79, 0x43, 0xe6, 0xea, 0x72, 0x29, 0x38, 0xe3,
+ 0xc9, 0x2f, 0x2d, 0xd8, 0xb3, 0xab, 0x26, 0xa0, 0x98, 0x89, 0x0c, 0xa9,
+ 0xe0, 0x3c, 0x5f, 0x0d, 0xb7, 0x10, 0xb8, 0xb5, 0x7c, 0x25, 0x41, 0x7a,
+ 0x39, 0xf8, 0x12, 0xf2, 0x2b, 0x53, 0x95, 0x76, 0x17, 0x8e, 0x76, 0x96,
+ 0x0f, 0xb4, 0x49, 0xe6, 0x4f, 0xfe, 0xa3, 0x57, 0xe4, 0xcd, 0x87, 0x15,
+ 0xdf, 0xea, 0x0c, 0xbb, 0xc1, 0x11, 0x33, 0xd8, 0x5b, 0x06, 0x47, 0xc7,
+ 0xfd, 0x1b, 0xf1, 0xcd, 0x2a, 0xd6, 0x97, 0x8f, 0x61, 0xec, 0xa3, 0x96,
+ 0x32, 0xf4, 0xdd, 0xf9, 0x38, 0x0f, 0x63, 0xb3, 0xad, 0xdd, 0xd4, 0x95,
+ 0x38, 0xa6, 0xdf, 0x53, 0x43, 0xe2, 0x70, 0xae, 0x74, 0x9f, 0xe1, 0x8f,
+ 0x57, 0xd4, 0x11, 0x31, 0x5d, 0xdb, 0x6c, 0xdc, 0xc1, 0xf9, 0xff, 0xd9,
+ 0x19, 0x39, 0x56, 0xc1, 0x70, 0x0b, 0x3a, 0xba, 0x83, 0xfd, 0x65, 0x95,
+ 0xf9, 0x67, 0xac, 0x45, 0xe0, 0xcd, 0x44, 0x19, 0x33, 0xae, 0x57, 0xde,
+ 0xd5, 0xe0, 0x57, 0xb1, 0x9a, 0x0d, 0xab, 0x55, 0x52, 0x17, 0x4c, 0x76,
+ 0xcb, 0x5c, 0x7e, 0x6b, 0xe4, 0x46, 0xac, 0x28, 0xce, 0xe9, 0xe6, 0x63,
+ 0x03, 0x2d, 0x4f, 0xec, 0x36, 0x53, 0x37, 0xd9, 0xe3, 0xa9, 0xf5, 0x18,
+ 0xe1, 0x7f, 0xa4, 0x48, 0xd0, 0x05, 0x3e, 0xe3, 0xc3, 0xb7, 0xee, 0xc2,
+ 0x5b, 0xf8, 0xf8, 0x04, 0x7b, 0x01, 0x17, 0xb9, 0x47, 0xfc, 0xc0, 0xb8,
+ 0x8a, 0xec, 0xfd, 0x83, 0xcb, 0x10, 0x40, 0x16, 0x35, 0x27, 0x59, 0xab,
+ 0x3e, 0x86, 0x9a, 0xb5, 0xfb, 0xf5, 0xad, 0xba, 0x21, 0x01, 0x4f, 0xe2,
+ 0x83, 0x43, 0x79, 0x9f, 0xcb, 0xf3, 0x9a, 0xf4, 0x07, 0xa3, 0xa0, 0x35,
+ 0x60, 0x0e, 0x59, 0xd6, 0x87, 0xea, 0x68, 0xa6, 0xfe, 0x01, 0x07, 0x31,
+ 0xf7, 0x40, 0x07, 0x44, 0xf8, 0x84, 0x8c, 0x0b, 0xf0, 0x74, 0xa1, 0x57,
+ 0x42, 0xfc, 0x25, 0x55, 0x1b, 0xa2, 0xc6, 0x63, 0xe0, 0x52, 0xd7, 0xdf,
+ 0xf0, 0xb3, 0xff, 0x81, 0xfa, 0x26, 0x05, 0x0c, 0x73, 0xe5, 0x9a, 0xd9,
+ 0x8d, 0x74, 0x3f, 0x30, 0x4c, 0x0b, 0xad, 0x71, 0xa3, 0x34, 0x93, 0x66,
+ 0xff, 0xc8, 0x9b, 0x4e, 0x67, 0xdc, 0xdc, 0x99, 0xcc, 0x1d, 0xfc, 0xee,
+ 0xb1, 0x07, 0xc4, 0x43, 0x38, 0xfe, 0x12, 0xc3, 0x91, 0x4c, 0x84, 0xb5,
+ 0xb7, 0x0a, 0xdb, 0x63, 0xb7, 0xb7, 0xa1, 0xb3, 0xc2, 0x70, 0x48, 0x89,
+ 0x03, 0x28, 0x05, 0x1a, 0xc4, 0x99, 0x6b, 0x46, 0xb6, 0x83, 0x73, 0x35,
+ 0xfb, 0xee, 0xae, 0x9b, 0x2c, 0x2a, 0x19, 0x03, 0x47, 0x7b, 0xd4, 0xf2,
+ 0x8d, 0xdb, 0x45, 0xf1, 0xa4, 0xfc, 0x49, 0xe5, 0xd4, 0xe0, 0xb2, 0x00,
+ 0xe7, 0x21, 0x02, 0xfd, 0xa6, 0xed, 0xa8, 0xa4, 0x34, 0x86, 0xa0, 0x54,
+ 0x93, 0x63, 0x98, 0x09, 0xf5, 0x14, 0x3d, 0xc1, 0xe4, 0x84, 0x92, 0xf1,
+ 0x42, 0xb0, 0xbf, 0x2f, 0xda, 0x6f, 0x0f, 0x2d, 0x88, 0xe1, 0xcf, 0x2b,
+ 0x9d, 0x89, 0x45, 0xe1, 0xb2, 0xec, 0xbb, 0xd0, 0x9a, 0xf3, 0x2a, 0x4a,
+ 0xa0, 0x4f, 0x00, 0x30, 0x82, 0x46, 0x0f, 0x47, 0x49, 0xa0, 0xde, 0xec,
+ 0x27, 0x20, 0xa3, 0xa3, 0x8d, 0xbf, 0xb5, 0x45, 0x4a, 0x12, 0x1c, 0xde,
+ 0x0a, 0x3e, 0x5d, 0xe1, 0x3f, 0x1c, 0x83, 0x76, 0xde, 0x07, 0x9c, 0x1e,
+ 0x92, 0xbf, 0x1c, 0x3d, 0x40, 0x89, 0xe9, 0xbb, 0xad, 0x32, 0x95, 0xa3,
+ 0xc5, 0x48, 0xf9, 0xa8, 0xd0, 0xb5, 0x5c, 0x4a, 0xc3, 0xa3, 0x43, 0x41,
+ 0x10, 0x3e, 0xed, 0xca, 0x0b, 0xcf, 0x04, 0x00, 0xbd, 0x77, 0xb2, 0x84,
+ 0x3b, 0xe8, 0xca, 0x8c, 0x39, 0x5e, 0x11, 0x16, 0x37, 0xa1, 0x02, 0x50,
+ 0xdf, 0xf6, 0xd1, 0xec, 0x8a, 0xe3, 0xb0, 0x30, 0x93, 0xb4, 0x2d, 0xa3,
+ 0x31, 0x58, 0x0b, 0xcb, 0x28, 0x55, 0x12, 0x0b, 0x02, 0x12, 0x68, 0x57,
+ 0x88, 0x14, 0xba, 0x2f, 0x6f, 0x17, 0xcf, 0x27, 0xaf, 0x11, 0x57, 0xb0,
+ 0xf9, 0x6f, 0x24, 0xb7, 0x6f, 0xfe, 0x71, 0x9a, 0x50, 0x1d, 0xd2, 0xe0,
+ 0xaf, 0x78, 0x47, 0x75, 0xfa, 0x8a, 0xe8, 0x18, 0x8b, 0x31, 0xbe, 0x9c,
+ 0x81, 0x1e, 0x3c, 0xb5, 0xce, 0x55, 0x5a, 0xb3, 0x4a, 0x58, 0x5f, 0x87,
+ 0xbc, 0x25, 0x7a, 0x91, 0x1d, 0xce, 0x94, 0xa1, 0x41, 0x27, 0x53, 0xb0,
+ 0x88, 0x5d, 0x1b, 0x05, 0x58, 0xf3, 0xee, 0xc9, 0xbc, 0x47, 0xce, 0x53,
+ 0xb0, 0x96, 0x00, 0xb0, 0x29, 0x5e, 0x43, 0xd5, 0x41, 0x19, 0xee, 0x02,
+ 0x28, 0xf3, 0xb0, 0x31, 0xf6, 0x51, 0xff, 0xa4, 0x48, 0x66, 0xaf, 0xed,
+ 0x8c, 0xa8, 0xaa, 0xbd, 0xcc, 0xc2, 0xeb, 0xa7, 0xb1, 0xb7, 0x15, 0xc4,
+ 0x1f, 0xdb, 0x2c, 0xc1, 0xc7, 0xcc, 0x1d, 0x0e, 0x20, 0x53, 0xe5, 0x8d,
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+ 0xcd, 0x7b, 0x65, 0xa5, 0xd2, 0x0e, 0xb7, 0xa4, 0x6e, 0x4b, 0x0a, 0xfb,
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+ 0x4f, 0x22, 0x0f, 0x4a, 0xdd, 0xfe, 0x66, 0x3a, 0x8d, 0xed, 0xfd, 0x21,
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+ 0x85, 0xf1, 0xb3, 0x5f, 0xfe, 0x6e, 0x3c, 0xbe, 0xb4, 0x42, 0x21, 0x6e,
+ 0x82, 0xb9, 0x07, 0xca, 0x69, 0x23, 0xa9, 0x37, 0x75, 0x32, 0x6b, 0x50,
+ 0x28, 0xc9, 0x7f, 0x1b, 0x82, 0x8a, 0x0f, 0x38, 0xbb, 0xe3, 0xa0, 0x76,
+ 0x50, 0x79, 0x97, 0x09, 0x75, 0xe7, 0x98, 0x47, 0xf1, 0xe5, 0x8b, 0xfa,
+ 0xce, 0x4a, 0xf6, 0x95, 0xfe, 0x0c, 0x27, 0xc8, 0xef, 0x92, 0xfc, 0x8d,
+ 0x12, 0x6a, 0x42, 0x75, 0x51, 0x5e, 0x8a, 0x4c, 0x26, 0x92, 0xa7, 0x51,
+ 0xd5, 0xfe, 0x7b, 0x2c, 0x92, 0x4f, 0xb9, 0x11, 0x8e, 0x67, 0x65, 0xc2,
+ 0xbb, 0xf8, 0xa0, 0x74, 0xc9, 0x9b, 0x1c, 0xf9, 0x97, 0x0c, 0x96, 0xc4,
+ 0x1e, 0xd0, 0xe1, 0x4c, 0x3f, 0xc0, 0x1a, 0x08, 0x83, 0xd1, 0x61, 0x90,
+ 0x8b, 0xa0, 0xd0, 0x3b, 0x4d, 0x70, 0xe8, 0x2a, 0x1c, 0x92, 0x19, 0xea,
+ 0xcc, 0x11, 0x25, 0x9b, 0x16, 0x53, 0xce, 0xf5, 0x71, 0x79, 0x4b, 0x2d,
+ 0x9e, 0xe8, 0xac, 0x1c, 0xf8, 0x66, 0x12, 0x52, 0xe4, 0x4b, 0x30, 0x75,
+ 0x02, 0x28, 0x4b, 0xbf, 0x09, 0x5c, 0x3f, 0xa6, 0xc1, 0x10, 0x41, 0x9a,
+ 0xf1, 0x76, 0xb4, 0x65, 0x97, 0x1d, 0x83, 0x01, 0xf4, 0xb3, 0xa3, 0xa8,
+ 0xdc, 0x2c, 0x0f, 0xac, 0x5d, 0x25, 0xc5, 0x39, 0x4d, 0xb6, 0xc7, 0x21,
+ 0xdd, 0xdc, 0x43, 0x4d, 0xb5, 0xfe, 0x1f, 0x25, 0xdb, 0xef, 0xcc, 0xef,
+ 0x7b, 0x8e, 0xfe, 0x4f, 0x24, 0x08, 0x19, 0xfb, 0xc3, 0x47, 0x66, 0x0b,
+ 0xbe, 0x3b, 0xf2, 0xcc, 0x2c, 0x11, 0x67, 0xd5, 0x99, 0x98, 0xfd, 0xab,
+ 0xc4, 0x24, 0x07, 0x3e, 0xd6, 0xb8, 0xed, 0xba, 0x22, 0x3f, 0xee, 0x3f,
+ 0xcc, 0xab, 0x18, 0x01, 0x9e, 0x50, 0x4d, 0x3c, 0xc9, 0x36, 0xc5, 0xf9,
+ 0xbd, 0x8a, 0x4d, 0xd1, 0x57, 0xe9, 0xaf, 0xd4, 0xa7, 0x2e, 0x49, 0xd2,
+ 0x91, 0x90, 0x36, 0x3f, 0xa9, 0xb4, 0xd4, 0x66, 0xc4, 0xdc, 0x3b, 0x1c,
+ 0x01, 0x08, 0x4b, 0x41, 0xc7, 0x8f, 0x2b, 0xed, 0x47, 0x2b, 0xce, 0x48,
+ 0x6a, 0xba, 0x36, 0x9b, 0xf0, 0x13, 0xab, 0x38, 0xdc, 0x57, 0x41, 0xc8,
+ 0x4f, 0xed, 0x4e, 0xc8, 0xc4, 0xb7, 0xe3, 0xaf, 0xdb, 0x50, 0xc4, 0xc7,
+ 0xae, 0xb7, 0x92, 0xf8, 0x00, 0x2a, 0xea, 0x07, 0x65, 0xf1, 0x0d, 0xd4,
+ 0x5c, 0x2d, 0x51, 0x30, 0xdd, 0x39, 0x11, 0xd3, 0xb1, 0xee, 0xb7, 0x09,
+ 0xed, 0x06, 0x8b, 0x4f, 0x59, 0xb4, 0xb8, 0x4d, 0x45, 0xe0, 0xdf, 0x1d,
+ 0x62, 0x52, 0xa5, 0xe5, 0xc2, 0xf8, 0x9b, 0xa5, 0xc6, 0x5c, 0x25, 0x4b,
+ 0x67, 0xb8, 0x1c, 0x04, 0x5c, 0x37, 0x3f, 0x60, 0x8c, 0xdd, 0xe8, 0x1d,
+ 0x57, 0x4f, 0x1a, 0x27, 0xd9, 0x94, 0xf4, 0x0c, 0x63, 0x20, 0xc5, 0xe2,
+ 0x59, 0xd9, 0x93, 0x4c, 0x43, 0xa1, 0xf8, 0x9b, 0x10, 0x31, 0x67, 0x8c,
+ 0x1e, 0x96, 0x26, 0x04, 0x5a, 0xc0, 0xdd, 0x62, 0xe8, 0xc9, 0xbd, 0x84,
+ 0x41, 0x39, 0xc3, 0x9d, 0x5e, 0x66, 0x2f, 0xda, 0x35, 0xed, 0x1f, 0x05,
+ 0x4a, 0x4a, 0xf1, 0x0b, 0xba, 0x29, 0xdf, 0xe5, 0xfd, 0x85, 0xd7, 0xfa,
+ 0xe4, 0x10, 0x3c, 0x03, 0x24, 0xbe, 0x32, 0x04, 0xdc, 0x1a, 0x69, 0x3c,
+ 0x1b, 0x87, 0xc4, 0x11, 0xa4, 0xc9, 0xbe, 0x94, 0xa4, 0x0a, 0xa7, 0x9c,
+ 0x97, 0x60, 0x26, 0xf1, 0xb8, 0x59, 0x9e, 0xc3, 0x2c, 0x5a, 0x2e, 0x9f,
+ 0x4f, 0x5d, 0x17, 0x9d, 0xca, 0x34, 0x24, 0x2a, 0xfc, 0xe2, 0xeb, 0x0c,
+ 0xc3, 0x4d, 0x15, 0xe5, 0x4d, 0x5d, 0x1a, 0x8f, 0x00, 0x88, 0x56, 0xda,
+ 0xc0, 0x88, 0x55, 0x6a, 0xc9, 0x88, 0x05, 0x9d, 0x03, 0xe8, 0x26, 0x87,
+ 0x27, 0x0a, 0x89, 0xbf, 0x07, 0x8d, 0x83, 0xe2, 0x9c, 0xef, 0x08, 0x3e,
+ 0x5d, 0xfc, 0xab, 0xc7, 0xb5, 0x3d, 0xf6, 0x03, 0x22, 0xda, 0x4c, 0x14,
+ 0xe3, 0x42, 0x22, 0x0b, 0x1b, 0x68, 0x03, 0x2d, 0x50, 0xc3, 0x3c, 0xf7,
+ 0xab, 0x12, 0xec, 0x9a, 0x54, 0xd6, 0x46, 0x9f, 0x8d, 0xa1, 0xb7, 0x1d,
+ 0xc4, 0x1a, 0xfc, 0x82, 0xd7, 0x66, 0x84, 0x1e, 0xa0, 0xf5, 0xe8, 0x68,
+ 0xa8, 0x06, 0xac, 0xf6, 0x8a, 0x04, 0x1b, 0x48, 0x10, 0xca, 0x8e, 0x42,
+ 0x67, 0xbd, 0xe5, 0xf4, 0xa5, 0xed, 0xcc, 0xbc, 0x26, 0xfa, 0x0b, 0xbd,
+ 0x28, 0xb5, 0xa2, 0x43, 0x9d, 0xff, 0x97, 0x43, 0xf2, 0x23, 0xb4, 0x02,
+ 0xc0, 0x09, 0x46, 0x10, 0x61, 0xeb, 0xbe, 0xbd, 0xed, 0x05, 0xa5, 0x8d,
+ 0x40, 0x29, 0xeb, 0x8a, 0xec, 0x35, 0x40, 0x54, 0x34, 0xd0, 0x8b, 0xd6,
+ 0x43, 0xde, 0x46, 0x0e, 0x36, 0x1b, 0xc3, 0x43, 0x5f, 0x44, 0x21, 0x18,
+ 0x81, 0xe5, 0x41, 0x1f, 0xb1, 0x9b, 0x8c, 0x92, 0x0f, 0x04, 0x18, 0x9c,
+ 0x69, 0xa4, 0xda, 0x60, 0x0e, 0xe0, 0x55, 0x61, 0xa1, 0x64, 0xf8, 0x56,
+ 0x53, 0x08, 0x12, 0xe3, 0x50, 0x18, 0xf2, 0xa0, 0xc3, 0x25, 0xbe, 0xe6,
+ 0xaa, 0x5d, 0xee, 0xd4, 0x40, 0x88, 0xd2, 0x34, 0xec, 0xe6, 0x17, 0x83,
+ 0xa7, 0x1a, 0x49, 0xaf, 0xe4, 0x91, 0xc2, 0x4f, 0x1b, 0x25, 0x05, 0x09,
+ 0xea, 0x94, 0xee, 0xf9, 0x69, 0x85, 0x91, 0x2f, 0xd9, 0xa5, 0x09, 0xa9,
+ 0xa3, 0x64, 0x41, 0x01, 0x3b, 0x8c, 0x37, 0xc1, 0xc1, 0x02, 0x5b, 0x2e,
+ 0x4d, 0x5d, 0x54, 0x39, 0x44, 0xa5, 0x15, 0x87, 0xdb, 0xdc, 0xcb, 0xd1,
+ 0xde, 0xa7, 0x31, 0x28, 0x31, 0xfa, 0xd9, 0x9f, 0xb1, 0x82, 0xac, 0xc6,
+ 0xce, 0x47, 0x3c, 0xbd, 0xda, 0x0a, 0x47, 0x97, 0xec, 0xdd, 0x8f, 0x1a,
+ 0xe4, 0xb0, 0x34, 0xf6, 0x41, 0x13, 0xcd, 0x4a, 0x2c, 0x96, 0x94, 0xe0,
+ 0x9b, 0x57, 0x99, 0xa4, 0x60, 0xff, 0x3b, 0x28, 0x9a, 0x36, 0x2c, 0x89,
+ 0xe2, 0x31, 0xe3, 0xad, 0x5f, 0xa7, 0x07, 0xf3, 0xdb, 0xca, 0x86, 0x44,
+ 0x05, 0x97, 0x66, 0xd2, 0x09, 0x42, 0x4c, 0x13, 0x50, 0x66, 0x29, 0xf9,
+ 0x5c, 0x21, 0x41, 0x4f, 0xab, 0xea, 0xf8, 0x2b, 0xb9, 0x1b, 0x38, 0x46,
+ 0xa3, 0x96, 0xae, 0xe3, 0x85, 0x38, 0x17, 0xd3, 0x58, 0xc2, 0x61, 0x4a,
+ 0xa7, 0x5f, 0x2f, 0x52, 0xc1, 0xdc, 0xa6, 0x07, 0x19, 0xca, 0x9c, 0x22,
+ 0x6a, 0xba, 0xe9, 0xbe, 0xa7, 0x1b, 0xed, 0x1d, 0x17, 0x45, 0x01, 0xe5,
+ 0x16, 0x3c, 0xe7, 0xf6, 0xc1, 0x95, 0xf4, 0x31, 0x50, 0xc7, 0x9c, 0x61,
+ 0x58, 0x41, 0xdc, 0x2d, 0x07, 0x43, 0x55, 0x0e, 0x35, 0x30, 0x44, 0xf0,
+ 0x5b, 0x33, 0x14, 0x6a, 0xf5, 0x02, 0xd3, 0x0c, 0x33, 0x5c, 0x90, 0xbf,
+ 0xe1, 0x4f, 0xfd, 0x97, 0x88, 0x54, 0xa1, 0xcd, 0x42, 0x04, 0xa3, 0x86,
+ 0xda, 0x2a, 0xc8, 0xcf, 0x00, 0x9c, 0xdf, 0xbe, 0xd8, 0xdc, 0xd7, 0x2e,
+ 0x4d, 0x42, 0xe7, 0x5a, 0x40, 0xcf, 0xaa, 0xe3, 0x81, 0x85, 0xc7, 0x21,
+ 0xa3, 0xe1, 0xda, 0x27, 0xac, 0x0a, 0x9a, 0xb0, 0x14, 0xb9, 0x23, 0x96,
+ 0x06, 0xb2, 0x05, 0x8f, 0x55, 0x45, 0x6f, 0xb0, 0x41, 0xfc, 0x58, 0x69,
+ 0x5a, 0x43, 0x20, 0x9a, 0xf6, 0xf4, 0xff, 0xef, 0x4b, 0xe6, 0x54, 0x4f,
+ 0x6e, 0x83, 0x40, 0x47, 0x69, 0x33, 0xd8, 0xf8, 0xba, 0x85, 0x72, 0x8a,
+ 0x78, 0xe1, 0x58, 0x8a, 0x88, 0xdb, 0x42, 0xef, 0xda, 0x6c, 0xdf, 0x13,
+ 0x8b, 0x28, 0xab, 0xd4, 0x4e, 0x2d, 0xa6, 0x81, 0x64, 0xfe, 0xa0, 0xca,
+ 0xd8, 0xdb, 0xe7, 0x30, 0x9c, 0xd2, 0xb4, 0xd5, 0xf9, 0x31, 0x40, 0xa2,
+ 0x27, 0x6c, 0x18, 0xc4, 0x59, 0xb8, 0x6e, 0x0d, 0x1c, 0xce, 0x05, 0x7b,
+ 0x9d, 0x66, 0x97, 0x5f, 0xb3, 0x58, 0xfa, 0xd0, 0x51, 0xff, 0xcf, 0x14,
+ 0xf6, 0x5f, 0xc7, 0xe9, 0x01, 0xd3, 0xcb, 0x31, 0x14, 0x53, 0xa9, 0xa6,
+ 0x63, 0xd3, 0xda, 0x0c, 0x65, 0xe8, 0x1b, 0x6a, 0xea, 0x47, 0x0a, 0x0e,
+ 0x28, 0x15, 0xcb, 0x5f, 0x21, 0x01, 0x6c, 0x08, 0x9d, 0xcc, 0x2c, 0xc9,
+ 0x0a, 0x50, 0x4c, 0xff, 0x8f, 0xf1, 0xe6, 0xad, 0x57, 0xf5, 0xe4, 0xc0,
+ 0x05, 0x38, 0x1c, 0xa2, 0x25, 0xcc, 0xfe, 0xe8, 0x0e, 0x99, 0x34, 0x06,
+ 0x2c, 0xd0, 0x1f, 0xa3, 0x8b, 0xf9, 0x1c, 0x98, 0xbe, 0xa6, 0x7b, 0xfd,
+ 0x5f, 0xe3, 0x44, 0xd3, 0x2b, 0xff, 0x43, 0x30, 0x47, 0xca, 0xd3, 0x26,
+ 0x5f, 0x71, 0x77, 0xbc, 0x9a, 0xfc, 0xdd, 0xcd, 0x55, 0x44, 0x93, 0xb2,
+ 0x12, 0xf6, 0xe6, 0x07, 0x16, 0x84, 0xa2, 0x8a, 0xc8, 0x5a, 0x96, 0x41,
+ 0x0f, 0x6b, 0xce, 0x9d, 0xe9, 0x51, 0x67, 0x01, 0x77, 0xd6, 0x7c, 0x7c,
+ 0x9a, 0xed, 0x2a, 0xc7, 0x61, 0x13, 0x12, 0xb8, 0x94, 0xe6, 0x51, 0x1d,
+ 0x43, 0x48, 0x5d, 0xdd, 0x59, 0xac, 0xbd, 0x20, 0x44, 0x3b, 0xae, 0x36,
+ 0xa5, 0xee, 0x9a, 0x5f, 0xb7, 0x2c, 0x65, 0xf3, 0xe1, 0x77, 0xea, 0x98,
+ 0x17, 0xd4, 0x8b, 0x56, 0x5a, 0x24, 0x19, 0x64, 0x34, 0x09, 0x05, 0x27,
+ 0x0c, 0x0b, 0xce, 0xe4, 0x45, 0xc0, 0x02, 0xe6, 0x8f, 0xec, 0x2e, 0x31,
+ 0x5b, 0x82, 0xac, 0x16, 0x67, 0xf3, 0xd6, 0xa5, 0x2e, 0xb1, 0x29, 0x9d,
+ 0x32, 0xd6, 0xb0, 0x68, 0x5c, 0xff, 0xf7, 0xfc, 0x9a, 0x8e, 0xe7, 0x21,
+ 0x67, 0x6b, 0xaa, 0xa6, 0x63, 0x2d, 0x37, 0xd8, 0x41, 0xef, 0x2d, 0x73,
+ 0xfb, 0x67, 0xa0, 0x3b, 0x58, 0x37, 0xcf, 0x60, 0x9d, 0x69, 0x83, 0xa0,
+ 0x62, 0xa0, 0xef, 0x4d, 0xb4, 0x42, 0xdf, 0x89, 0xe9, 0xf9, 0x9f, 0xdc,
+ 0x71, 0xa5, 0xc0, 0x4d, 0xba, 0xdb, 0x16, 0x88, 0xcb, 0xfa, 0xb6, 0x37,
+ 0x32, 0x78, 0xe7, 0x0c, 0xfa, 0x08, 0x76, 0x31, 0xf7, 0xe9, 0x3e, 0xc4,
+ 0xe9, 0x1f, 0xba, 0x47, 0x5d, 0x86, 0xba, 0x83, 0x3a, 0x02, 0x1a, 0x69,
+ 0x9d, 0x8a, 0x07, 0xc8, 0x2e, 0x8e, 0x90, 0x29, 0x81, 0xfb, 0x82, 0x9c,
+ 0x61, 0xe7, 0x86, 0xbd, 0x95, 0x37, 0x6e, 0x15, 0xe5, 0x1f, 0x70, 0x2c,
+ 0xb2, 0x54, 0xcd, 0x6a, 0x69, 0x91, 0x68, 0xc1, 0xad, 0xa9, 0x6c, 0x6c,
+ 0xbd, 0x70, 0x34, 0xb3, 0x7d, 0x5d, 0xb5, 0xbc, 0x35, 0x4c, 0x84, 0xb9,
+ 0xcd, 0xd0, 0x9f, 0x1d, 0x06, 0x4e, 0x61, 0x9b, 0xb6, 0x5f, 0x57, 0x51,
+ 0xa4, 0xa7, 0x2c, 0x36, 0xaf, 0xf7, 0x49, 0x09, 0xe2, 0x47, 0xa6, 0xe4,
+ 0x65, 0xa2, 0x84, 0xc5, 0xa7, 0xd3, 0x38, 0xc9, 0xe7, 0xe5, 0x20, 0xaf,
+ 0xfb, 0xba, 0x96, 0xa2, 0x19, 0xb3, 0xe6, 0x9b, 0x78, 0x70, 0x52, 0xe6,
+ 0xff, 0x2d, 0x35, 0xb4, 0xb7, 0xe9, 0xd7, 0x44, 0xac, 0xa5, 0x00, 0x86,
+ 0xcd, 0x9a, 0x0c, 0x90, 0xcc, 0xc7, 0xc5, 0x9c, 0x4a, 0xff, 0x89, 0x8d,
+ 0xfc, 0x2a, 0x68, 0x97, 0x44, 0x36, 0x34, 0xf0, 0x20, 0x3d, 0x6b, 0xac,
+ 0x55, 0x21, 0x79, 0x6b, 0x3e, 0x85, 0x14, 0x02, 0xfb, 0xb9, 0x18, 0x8b,
+ 0xf9, 0xba, 0xe3, 0x12, 0x02, 0x59, 0x59, 0xf0, 0xc1, 0x01, 0xb0, 0xdc,
+ 0xd0, 0x85, 0x27, 0xb2, 0x13, 0xce, 0x2d, 0x2b, 0x3c, 0x77, 0x46, 0x9b,
+ 0xa5, 0x21, 0x96, 0x45, 0xff, 0xf6, 0xb2, 0xf9, 0xff, 0x96, 0xaf, 0x07,
+ 0x4a, 0xeb, 0x58, 0x67, 0x63, 0xcb, 0x1e, 0x28, 0xde, 0x0c, 0x8c, 0x05,
+ 0xda, 0x12, 0x45, 0xf0, 0x5d, 0x32, 0x3a, 0xfb, 0x1d, 0xb7, 0x6f, 0x91,
+ 0x53, 0x1b, 0x10, 0x4f, 0xa8, 0x96, 0x12, 0x07, 0x21, 0xb2, 0x9e, 0x7f,
+ 0x47, 0x5f, 0x37, 0x44, 0xe9, 0x3d, 0xae, 0xfb, 0xb6, 0x57, 0x73, 0xfc,
+ 0xbd, 0x40, 0x32, 0x98, 0xec, 0x47, 0x32, 0xaf, 0xd0, 0x6b, 0x69, 0x34,
+ 0x6d, 0x4f, 0xf4, 0x9d, 0xde, 0x2c, 0xf9, 0x9a, 0x36, 0x8a, 0x83, 0xa4,
+ 0xa2, 0x5c, 0x93, 0x8f, 0x30, 0xe7, 0xd2, 0x54, 0xbf, 0x4e, 0xdf, 0x48,
+ 0x1b, 0x31, 0xc8, 0x6d, 0xd4, 0xfe, 0xd1, 0x94, 0x6b, 0x62, 0xfc, 0xb0,
+ 0x8d, 0x5e, 0x84, 0x1c, 0x83, 0x94, 0x79, 0xc8, 0x08, 0xc0, 0x2c, 0x17,
+ 0xf0, 0xd2, 0x2a, 0x98, 0x32, 0xd6, 0x29, 0xc7, 0x2d, 0x29, 0x66, 0xe0,
+ 0xec, 0xc3, 0x23, 0x78, 0xc2, 0x16, 0x39, 0xba, 0x68, 0x11, 0xbf, 0xb5,
+ 0x31, 0xef, 0xf6, 0x86, 0x74, 0x16, 0x1b, 0x6f, 0xf9, 0x12, 0x9d, 0xc8,
+ 0xde, 0xcf, 0x3e, 0x87, 0x3b, 0xcb, 0x3a, 0xc7, 0xc6, 0x8f, 0x39, 0xb1,
+ 0x62, 0x83, 0x81, 0x5c, 0xd9, 0x22, 0x0a, 0xb1, 0x15, 0x4a, 0x03, 0xd4,
+ 0x35, 0xed, 0xbb, 0xf5, 0xf4, 0x3c, 0xbd, 0x4e, 0xa0, 0xb7, 0x4b, 0x25,
+ 0xc8, 0xc0, 0xba, 0x42, 0xae, 0x5c, 0xa1, 0xf6, 0x28, 0xd5, 0xc4, 0xe9,
+ 0xfd, 0xdb, 0x41, 0x91, 0x94, 0xc8, 0x38, 0x8c, 0x4d, 0x89, 0xb0, 0x05,
+ 0x2c, 0xe5, 0x3e, 0xb3, 0xf2, 0x3d, 0xda, 0x5a, 0xfc, 0x65, 0xb3, 0x00,
+ 0x10, 0xd8, 0x25, 0x8e, 0x15, 0xc9, 0xb4, 0x57, 0xcc, 0xa1, 0x6d, 0x38,
+ 0xc3, 0x5f, 0xff, 0xae, 0x9e, 0xfb, 0x88, 0x43, 0x55, 0x41, 0x64, 0xde,
+ 0x43, 0x2d, 0xe5, 0x8b, 0x0e, 0x50, 0xd4, 0xd9, 0xd2, 0xa3, 0x5e, 0xf2,
+ 0xcc, 0xa4, 0x30, 0xab, 0xbe, 0x44, 0x91, 0x03, 0xff, 0x10, 0x0f, 0x3f,
+ 0xd3, 0x24, 0xf8, 0xd7, 0x62, 0x43, 0x52, 0x95, 0x38, 0xfe, 0x59, 0x0a,
+ 0x00, 0xf0, 0x86, 0x41, 0xef, 0x91, 0xcc, 0x05, 0x69, 0x2e, 0xf3, 0x85,
+ 0x37, 0xbf, 0xfb, 0xe9, 0x14, 0xb4, 0xb8, 0xcd, 0x50, 0x63, 0x95, 0x68,
+ 0xb4, 0x0a, 0x37, 0x5b, 0xe1, 0xb4, 0x17, 0x3c, 0x2b, 0xac, 0x53, 0x10,
+ 0x0c, 0x18, 0x15, 0x11, 0xf6, 0x67, 0x58, 0x55, 0x1b, 0x28, 0x2b, 0xa7,
+ 0x3e, 0x22, 0xa3, 0x34, 0x0a, 0x15, 0x98, 0x51, 0xd2, 0xe5, 0xb5, 0x19,
+ 0x94, 0xf2, 0xd2, 0xcd, 0x22, 0x6b, 0xa8, 0x0d, 0xb9, 0xc7, 0xcf, 0xf2,
+ 0x60, 0x20, 0x4a, 0xd0, 0xaa, 0x64, 0xb5, 0x44, 0x81, 0xe7, 0xee, 0x57,
+ 0xbf, 0x00, 0xcd, 0x87, 0xf6, 0x3e, 0xe3, 0xa8, 0x0f, 0xdb, 0x98, 0xf9,
+ 0xaa, 0x2c, 0xd6, 0x93, 0x5c, 0xee, 0x2a, 0x26, 0x16, 0xf0, 0x0f, 0x59,
+ 0xad, 0xe7, 0x1a, 0x9b, 0xd2, 0xba, 0x58, 0x17, 0x32, 0x0c, 0x08, 0xd0,
+ 0x46, 0xc6, 0x66, 0x41, 0x07, 0x48, 0x5c, 0x02, 0x35, 0x15, 0x36, 0xe6,
+ 0x6c, 0x37, 0x2a, 0xf5, 0xda, 0x66, 0x05, 0x82, 0x4e, 0x16, 0x09, 0xf3,
+ 0x29, 0x52, 0x50, 0x82, 0x59, 0x2d, 0xca, 0x4c, 0x6a, 0xe3, 0x0b, 0xa1,
+ 0xe6, 0xa4, 0xbc, 0x3a, 0xd1, 0x5e, 0x59, 0x25, 0x19, 0xb1, 0xf5, 0x95,
+ 0x1e, 0x65, 0x63, 0xf5, 0x96, 0xd1, 0x55, 0xd7, 0x32, 0xe0, 0x0f, 0x4b,
+ 0x4d, 0x02, 0x29, 0x2c, 0x0e, 0x59, 0x64, 0x38, 0x67, 0xba, 0x6b, 0xe0,
+ 0xba, 0x24, 0x88, 0xf0, 0x9a, 0xf4, 0x03, 0x93, 0x86, 0x52, 0xc5, 0x92,
+ 0x60, 0x94, 0x43, 0x91, 0xd0, 0x0b, 0x99, 0x51, 0xca, 0x2c, 0x4c, 0xaf,
+ 0x0a, 0x88, 0x11, 0x27, 0x5f, 0xb1, 0x07, 0x4e, 0x02, 0x47, 0x03, 0x12,
+ 0xd0, 0x6f, 0x8c, 0xc8, 0x92, 0xdd, 0xac, 0x4c, 0xbd, 0x8b, 0x8a, 0x82,
+ 0xb8, 0x85, 0xfe, 0x1e, 0xf0, 0x16, 0x10, 0xfe, 0x50, 0xcf, 0x1d, 0xe9,
+ 0x5f, 0x68, 0x8e, 0x0c, 0x05, 0x23, 0x09, 0xe5, 0xed, 0x0e, 0x55, 0x53,
+ 0x8b, 0xfb, 0xd6, 0x83, 0xd9, 0x50, 0xd2, 0x12, 0xa5, 0xf5, 0x30, 0x27,
+ 0x36, 0x8a, 0xcb, 0x92, 0x3b, 0x87, 0x57, 0x49, 0xd1, 0xa3, 0xfb, 0x14,
+ 0xe8, 0xbd, 0xc5, 0x4a, 0xdc, 0xda, 0x43, 0x53, 0x3e, 0xcd, 0xdf, 0x31,
+ 0x58, 0x9e, 0x69, 0xe7, 0x3e, 0x07, 0xbd, 0x37, 0x1f, 0x6e, 0xe2, 0x8e,
+ 0x31, 0xbf, 0x6e, 0x52, 0x38, 0xa0, 0x1d, 0xf9, 0xaf, 0xe5, 0x0e, 0xfc,
+ 0x83, 0xa1, 0x99, 0xfe, 0x49, 0x1b, 0x13, 0xfc, 0xf4, 0x0f, 0xe8, 0x4b,
+ 0x2b, 0xc6, 0x4f, 0xf4, 0x88, 0x43, 0x89, 0xef, 0xe3, 0x17, 0x41, 0x4c,
+ 0x9f, 0xce, 0xe3, 0x15, 0xd2, 0xe2, 0x4d, 0xeb, 0x1e, 0x27, 0xb7, 0xb6,
+ 0x49, 0x57, 0xc2, 0xce, 0x50, 0xfa, 0xb4, 0xa5, 0x2b, 0x66, 0x96, 0xd4,
+ 0xef, 0x2b, 0xa9, 0x21, 0xc2, 0xc6, 0x18, 0xc0, 0xcf, 0x59, 0xe9, 0x23,
+ 0x4e, 0x5f, 0xf5, 0x6a, 0x85, 0xb2, 0x37, 0xc0, 0xb7, 0xd2, 0xac, 0xf1,
+ 0xd2, 0x34, 0xdf, 0x61, 0xeb, 0x57, 0x8a, 0xf7, 0xe0, 0x04, 0x0e, 0x6d,
+ 0x01, 0x11, 0x25, 0xe9, 0x16, 0xbd, 0x3b, 0x09, 0x2d, 0x9e, 0x81, 0x00,
+ 0xbf, 0xd5, 0x36, 0x46, 0x5f, 0x93, 0xff, 0x88, 0x01, 0xcd, 0x3c, 0xd8,
+ 0xdf, 0xbf, 0x37, 0x69, 0xeb, 0xa0, 0x63, 0xc9, 0x86, 0x91, 0x47, 0x54,
+ 0xda, 0x8a, 0xe2, 0xac, 0x1f, 0xfd, 0x40, 0xf3, 0x9d, 0xf3, 0x01, 0xf8,
+ 0x00, 0xb4, 0x33, 0x1f, 0xe4, 0xa6, 0x65, 0x40, 0x36, 0x8d, 0x44, 0xab,
+ 0x51, 0x55, 0xdb, 0xd9, 0xec, 0x20, 0xd5, 0xc1, 0x36, 0xc3, 0x9f, 0x24,
+ 0x90, 0x87, 0x26, 0xb5, 0x89, 0x9b, 0xe2, 0x3a, 0x0f, 0x06, 0xbb, 0xbd,
+ 0x28, 0xc3, 0xaf, 0x95, 0xb0, 0x26, 0xad, 0x68, 0xd5, 0x99, 0x9d, 0xbb,
+ 0xc8, 0x87, 0x33, 0x86, 0x9f, 0x62, 0x23, 0x12, 0xb9, 0xd2, 0xa3, 0xd6,
+ 0x6e, 0xe2, 0xee, 0x1b, 0x8f, 0xca, 0xb4, 0xa1, 0xf9, 0xc9, 0x5b, 0xc1,
+ 0xeb, 0xb1, 0x31, 0xc7, 0x5f, 0x03, 0x10, 0x24, 0x54, 0xc1, 0x37, 0x2c,
+ 0x0e, 0x8c, 0x3e, 0xce, 0x59, 0x98, 0xa1, 0x2d, 0xdf, 0x51, 0x1b, 0x44,
+ 0xac, 0x9c, 0xb8, 0x83, 0xd9, 0xaa, 0x0b, 0x08, 0xc3, 0xbc, 0x21, 0xed,
+ 0x06, 0x1e, 0xba, 0x8f, 0x58, 0x97, 0x08, 0xee, 0xfd, 0xee, 0xa0, 0x25,
+ 0x9b, 0xa8, 0x40, 0x03, 0x54, 0xcd, 0xfc, 0x83, 0x8b, 0x48, 0x55, 0xf2,
+ 0x83, 0x3d, 0x7b, 0xb3, 0xbb, 0x20, 0x6c, 0xcd, 0x84, 0x60, 0xa8, 0x9c,
+ 0xa1, 0xd0, 0x66, 0x87, 0xe5, 0xad, 0xd0, 0xcf, 0x1b, 0xb4, 0x06, 0xb9,
+ 0x15, 0x31, 0x3c, 0x12, 0xc3, 0x23, 0xd5, 0x2f, 0xdc, 0xba, 0xea, 0xc1,
+ 0xd1, 0xfe, 0x41, 0xd2, 0xc8, 0x82, 0xa9, 0x10, 0x29, 0xbe, 0x81, 0x6e,
+ 0x07, 0xe9, 0x31, 0xb0, 0x38, 0x43, 0x70, 0x4d, 0xca, 0x41, 0x42, 0xe0,
+ 0xc9, 0x09, 0x6d, 0x1e, 0x19, 0x5e, 0x8e, 0x23, 0xd4, 0x22, 0xe8, 0x65,
+ 0x94, 0x9f, 0xac, 0x2d, 0x85, 0xc7, 0x0d, 0x0b, 0xde, 0x95, 0x07, 0x5b,
+ 0x0d, 0xac, 0x49, 0x6c, 0x2c, 0xf4, 0x85, 0x6a, 0x8d, 0x5c, 0xb6, 0x93,
+ 0x09, 0xfd, 0x8f, 0x48, 0xf1, 0x46, 0x5a, 0x69, 0x39, 0x73, 0x94, 0x32,
+ 0x9b, 0xa6, 0x16, 0xfe, 0xde, 0x99, 0x4a, 0xdc, 0xcb, 0xbd, 0x13, 0x8d,
+ 0x15, 0xc7, 0x0a, 0xaa, 0x15, 0x60, 0x20, 0x98, 0x28, 0x63, 0x4f, 0xd1,
+ 0x59, 0x48, 0x2e, 0x84, 0x24, 0xc7, 0xd4, 0x5b, 0x37, 0x51, 0x28, 0x38,
+ 0xb2, 0x55, 0x72, 0x15, 0x71, 0x95, 0x44, 0xdb, 0xaf, 0x4b, 0x75, 0xf1,
+ 0xc0, 0x95, 0x20, 0x02, 0x49, 0xc6, 0x18, 0x71, 0x7b, 0x3b, 0x3c, 0x13,
+ 0x74, 0xd6, 0x0f, 0x30, 0x69, 0xa8, 0x8b, 0x4b, 0x78, 0xe2, 0xb4, 0xd2,
+ 0xe7, 0x23, 0x31, 0xec, 0x07, 0xd1, 0xf9, 0x13, 0xc3, 0x54, 0xed, 0x8f,
+ 0x1c, 0x13, 0xbc, 0x56, 0x23, 0x17, 0x29, 0x8c, 0x6b, 0x74, 0xa2, 0x03,
+ 0xe3, 0xfc, 0x51, 0xa9, 0x51, 0x56, 0xf5, 0x12, 0x30, 0xc4, 0x28, 0xe5,
+ 0x10, 0xa5, 0x9d, 0x7d, 0x96, 0xc8, 0x4b, 0x26, 0x13, 0xe3, 0x87, 0x2e,
+ 0xe2, 0xca, 0xe9, 0xa3, 0x9f, 0x13, 0xb3, 0xa9, 0x23, 0xfa, 0x2f, 0xd5,
+ 0x40, 0xec, 0xda, 0x3d, 0x25, 0x89, 0x37, 0xc2, 0x3a, 0xcc, 0x02, 0x4a,
+ 0x14, 0x07, 0x03, 0x72, 0xfd, 0xab, 0xa6, 0xa4, 0x49, 0x83, 0xab, 0x62,
+ 0x56, 0xe8, 0xd7, 0x41, 0x94, 0x37, 0xc8, 0x1b, 0xb8, 0x87, 0x3a, 0x8b,
+ 0x4a, 0x24, 0x01, 0xb2, 0x2f, 0x1e, 0xff, 0x99, 0x06, 0x3a, 0xb7, 0xc2,
+ 0x7d, 0x46, 0x88, 0xab, 0x77, 0x86, 0xdd, 0xd8, 0x20, 0xa2, 0xaa, 0x47,
+ 0x6e, 0xc9, 0xc6, 0x9f, 0x95, 0x31, 0xfd, 0x9f, 0x21, 0xdf, 0x2a, 0xe1,
+ 0xee, 0x88, 0xd7, 0xb1, 0x25, 0xac, 0x22, 0xd0, 0xd8, 0x59, 0x73, 0xf0,
+ 0x08, 0xb2, 0x1f, 0x06, 0xa9, 0x06, 0x20, 0x40, 0x6b, 0x78, 0xbc, 0xde,
+ 0x21, 0x0f, 0xef, 0xd6, 0xa6, 0x7e, 0x45, 0x7f, 0x50, 0xa9, 0x91, 0xf4,
+ 0x11, 0xd1, 0x9e, 0xdc, 0xbf, 0x36, 0xb8, 0xa4, 0xdd, 0x46, 0x1b, 0x7b,
+ 0x8a, 0x90, 0xb4, 0x00, 0x82, 0x88, 0x6c, 0x43, 0x49, 0xd5, 0x61, 0xf4,
+ 0xac, 0xb4, 0x38, 0xd2, 0xa8, 0x69, 0x9f, 0x31, 0x97, 0x5f, 0xa8, 0xdc,
+ 0x85, 0x6a, 0xf5, 0x00, 0x10, 0x14, 0xfa, 0x05, 0xa9, 0x43, 0x52, 0xaf,
+ 0x8e, 0x3d, 0x98, 0x9d, 0x0d, 0xff, 0x6d, 0xbc, 0xad, 0x38, 0x3d, 0xee,
+ 0x5c, 0x68, 0x83, 0x96, 0x1b, 0xf6, 0x2a, 0x5c, 0xe0, 0xde, 0xe0, 0x40,
+ 0xe1, 0xd7, 0x81, 0xeb, 0x79, 0x09, 0x76, 0x76, 0x8e, 0xc6, 0x63, 0xf4,
+ 0x6a, 0xa7, 0x8b, 0x1f, 0x03, 0x04, 0x77, 0x58, 0x63, 0x4c, 0x01, 0xce,
+ 0xfc, 0x8f, 0xa8, 0x7c, 0x6e, 0xfa, 0xc9, 0x3a, 0xb5, 0x44, 0x4d, 0x4d,
+ 0x94, 0xe2, 0x35, 0xd0, 0x2c, 0x78, 0xc5, 0x8f, 0x27, 0xe9, 0x61, 0x87,
+ 0x6a, 0xbc, 0x84, 0xcc, 0x16, 0xe8, 0xcf, 0x40, 0x5f, 0x81, 0x1c, 0x14,
+ 0xd8, 0xc2, 0xb3, 0x1d, 0x0d, 0x1a, 0x61, 0xe8, 0x8d, 0x42, 0x5d, 0x3d,
+ 0x35, 0x01, 0x41, 0xb0, 0xed, 0x31, 0x5b, 0x68, 0x84, 0x67, 0x3b, 0x94,
+ 0x3c, 0x3f, 0x6f, 0x6d, 0x2c, 0x2a, 0x48, 0xc7, 0xa0, 0x6c, 0x9b, 0x96,
+ 0x59, 0xdf, 0x0c, 0x3d, 0x00, 0x40, 0x82, 0x01, 0x0b, 0xed, 0x2d, 0xbe,
+ 0x60, 0x37, 0xb2, 0xcc, 0x87, 0x2f, 0x7d, 0x57, 0xb3, 0xed, 0x54, 0x7a,
+ 0x64, 0x73, 0x66, 0x1c, 0xb8, 0x7b, 0x1b, 0xf6, 0x57, 0x3d, 0xaa, 0x08,
+ 0x0d, 0x11, 0xdf, 0xf4, 0x38, 0xcb, 0x08, 0xf4, 0xec, 0xf1, 0x86, 0xcf,
+ 0xe2, 0xef, 0xfb, 0xed, 0x90, 0x2c, 0x8c, 0xad, 0xdb, 0x0c, 0xbd, 0xc9,
+ 0xdb, 0x0f, 0x86, 0x4e, 0xaa, 0x6a, 0x47, 0x6f, 0x8a, 0x18, 0xb2, 0xca,
+ 0x08, 0x90, 0x52, 0xad, 0x01, 0xb8, 0x0e, 0x0e, 0x92, 0x2f, 0x84, 0x11,
+ 0x97, 0x7c, 0x94, 0x79, 0x74, 0x11, 0x68, 0x95, 0x9c, 0x2a, 0xe3, 0x1b,
+ 0x39, 0x03, 0x15, 0x7f, 0x52, 0x89, 0x73, 0x7e, 0x29, 0x8f, 0x86, 0xc7,
+ 0xc2, 0x73, 0x84, 0x72, 0x16, 0xa4, 0xff, 0xf3, 0x7f, 0x3f, 0xb3, 0x0b,
+ 0xd3, 0x04, 0x06, 0x31, 0x41, 0xf0, 0x3f, 0xf8, 0xb1, 0xff, 0xf3, 0xc4,
+ 0xa5, 0x43, 0x92, 0x9d, 0xe7, 0xf9, 0x60, 0xaa, 0xc2, 0xbf, 0xae, 0xdc,
+ 0xa7, 0x53, 0x12, 0x28, 0x6a, 0x21, 0x4d, 0x12, 0xcd, 0x1a, 0x61, 0x46,
+ 0x0e, 0x2b, 0x11, 0x6a, 0x0f, 0x8f, 0x54, 0xf5, 0x30, 0xa5, 0x8c, 0x35,
+ 0x53, 0x22, 0xc3, 0xa5, 0xa5, 0x71, 0xd5, 0xe8, 0x7d, 0xaf, 0x2c, 0x03,
+ 0x86, 0x30, 0xb5, 0xfe, 0x1b, 0x9f, 0xd3, 0xbf, 0x50, 0x69, 0x2f, 0xeb,
+ 0xbf, 0x73, 0x48, 0x42, 0xd2, 0xba, 0xf7, 0xfc, 0x6e, 0xa4, 0x2f, 0xd6,
+ 0x05, 0x10, 0x0f, 0x37, 0x3c, 0x4f, 0x7c, 0xb9, 0x52, 0x02, 0xad, 0xa9,
+ 0x27, 0xb0, 0x0d, 0xf1, 0xef, 0x16, 0x1c, 0x43, 0x78, 0x68, 0x97, 0xac,
+ 0x3c, 0x2f, 0x08, 0x76, 0x06, 0xa1, 0xe6, 0xe2, 0x1c, 0x3b, 0x2a, 0xbd,
+ 0xfb, 0x09, 0x85, 0xcc, 0x03, 0x48, 0x10, 0xa9, 0xd7, 0x5a, 0x45, 0x32,
+ 0x02, 0xa0, 0x0e, 0x73, 0x1e, 0xd0, 0xfa, 0x31, 0xaf, 0xa7, 0x0f, 0x6b,
+ 0xc9, 0x31, 0x0b, 0x2f, 0x15, 0xa5, 0xd7, 0x4d, 0xe2, 0xad, 0x07, 0x39,
+ 0x0a, 0x46, 0xb5, 0xa1, 0xc3, 0x66, 0x87, 0x9f, 0x58, 0x1f, 0x2b, 0xd6,
+ 0x0a, 0x10, 0xbc, 0xce, 0x37, 0x90, 0xea, 0xc1, 0x9f, 0x38, 0x15, 0xfb,
+ 0x9b, 0x04, 0xbc, 0xb7, 0x00, 0x65, 0x71, 0x5f, 0x88, 0x05, 0x96, 0xc8,
+ 0xf0, 0x72, 0x68, 0x12, 0xeb, 0x15, 0x32, 0x2a, 0x33, 0x9a, 0xdb, 0x5f,
+ 0xb4, 0x1c, 0x89, 0xcb, 0xbb, 0x1a, 0xb6, 0x8a, 0x78, 0xef, 0xda, 0x49,
+ 0xd2, 0xca, 0x75, 0x20, 0x14, 0xd2, 0xa7, 0xfc, 0x65, 0x9c, 0xda, 0xc8,
+ 0x06, 0xb7, 0xc9, 0x38, 0x92, 0x8c, 0x37, 0x85, 0xd5, 0x28, 0x1f, 0xd3,
+ 0x0b, 0x78, 0x4a, 0x45, 0xab, 0x69, 0xc0, 0x0e, 0x73, 0x34, 0x7f, 0xa6,
+ 0x50, 0xfc, 0x03, 0xca, 0xa2, 0x74, 0xc7, 0xe3, 0x6b, 0xf4, 0x09, 0xb1,
+ 0x8a, 0x07, 0xae, 0x62, 0x2c, 0x89, 0xb3, 0xd6, 0x89, 0xc2, 0x22, 0xc0,
+ 0x24, 0xd2, 0x67, 0xdb, 0x24, 0x9b, 0x8f, 0x77, 0xec, 0xfa, 0x86, 0x69,
+ 0xbd, 0x84, 0x4c, 0xfa, 0x9b, 0xd9, 0xda, 0xa5, 0x4c, 0x07, 0xe0, 0x2c,
+ 0x79, 0x18, 0x99, 0x5f, 0x34, 0x22, 0x52, 0x22, 0xe5, 0xdc, 0xcc, 0xe1,
+ 0x3d, 0xd7, 0x41, 0xa8, 0x6a, 0x93, 0xad, 0x6d, 0xd7, 0xb8, 0x4f, 0x62,
+ 0xc5, 0xd9, 0xc8, 0xf8, 0x6e, 0x0a, 0x02, 0x46, 0x1f, 0xaa, 0x4c, 0x8e,
+ 0x18, 0xd8, 0x24, 0x5d, 0x36, 0xbf, 0xd2, 0x8c, 0x92, 0xb7, 0x56, 0x5d,
+ 0x27, 0xb7, 0x2b, 0xca, 0x8b, 0xd4, 0x20, 0x38, 0x34, 0x62, 0x3b, 0x95,
+ 0x1c, 0x6a, 0x7c, 0x69, 0xef, 0x56, 0x74, 0x4d, 0x3b, 0x8a, 0x62, 0x83,
+ 0x41, 0x7b, 0xe6, 0x0c, 0x82, 0x82, 0xf1, 0x2d, 0x51, 0x86, 0x7e, 0x53,
+ 0xbc, 0xdf, 0x7d, 0xda, 0x39, 0xa6, 0xb0, 0x79, 0xd9, 0x21, 0xc8, 0x21,
+ 0x09, 0x06, 0xfb, 0xf1, 0xf4, 0xbe, 0x1a, 0x92, 0xc1, 0x95, 0x26, 0xa3,
+ 0xf5, 0x8a, 0xc1, 0x2b, 0xb6, 0x57, 0x6f, 0xf4, 0x79, 0x72, 0x7e, 0x72,
+ 0xfa, 0x0a, 0xfc, 0xc4, 0x42, 0xa6, 0xd3, 0xfb, 0xf9, 0xc0, 0x09, 0x05,
+ 0xfc, 0xcb, 0xfd, 0x83, 0xce, 0xbd, 0xde, 0xd4, 0x86, 0x82, 0x0c, 0x2b,
+ 0x79, 0x29, 0xce, 0x37, 0x8a, 0xa2, 0x96, 0x36, 0xfc, 0xa0, 0xb8, 0xf9,
+ 0xa8, 0x08, 0x4a, 0x08, 0x21, 0xaf, 0x65, 0xb4, 0x8e, 0x10, 0xcf, 0xb1,
+ 0x3e, 0xbe, 0xee, 0xe9, 0x3f, 0x22, 0xe1, 0xc4, 0xff, 0x25, 0x62, 0x0e,
+ 0x48, 0x8d, 0x91, 0x49, 0x10, 0xfd, 0x06, 0x5c, 0x8b, 0xc4, 0x09, 0xf8,
+ 0xbe, 0x67, 0x22, 0xbc, 0xf4, 0xff, 0xe7, 0xa7, 0xe5, 0xf6, 0xe8, 0x23,
+ 0x66, 0x1a, 0x47, 0xf7, 0xaa, 0x9b, 0x66, 0x72, 0x04, 0xc0, 0x69, 0x21,
+ 0x1c, 0xd6, 0x30, 0x79, 0xb5, 0xe1, 0xb2, 0xe2, 0xe4, 0xef, 0x38, 0x23,
+ 0xdd, 0x31, 0x02, 0xe7, 0x7c, 0xb7, 0x8a, 0x34, 0x06, 0xcb, 0xe8, 0xc6,
+ 0x10, 0xf5, 0xec, 0x00, 0x6c, 0xd6, 0x3f, 0x9b, 0x85, 0x94, 0xe5, 0x1a,
+ 0x26, 0xcd, 0xb3, 0xc1, 0xfb, 0xe9, 0x89, 0x47, 0x97, 0xa9, 0x27, 0xcd,
+ 0x42, 0xda, 0x58, 0xf4, 0x51, 0x5c, 0x38, 0x84, 0xdc, 0x8a, 0x1e, 0x05,
+ 0xc0, 0xea, 0x64, 0x98, 0x3a, 0xb6, 0x94, 0x99, 0xea, 0x84, 0x4d, 0xa5,
+ 0xa5, 0xf1, 0x4b, 0xa4, 0x8f, 0x36, 0xb8, 0xfd, 0x55, 0x0c, 0x69, 0x30,
+ 0xb2, 0x43, 0xb6, 0x28, 0x49, 0x60, 0xf8, 0xed, 0x9e, 0xe4, 0x86, 0xf0,
+ 0xe5, 0xad, 0x95, 0x64, 0xd6, 0x1c, 0xf9, 0xdd, 0x67, 0xc8, 0xb3, 0x03,
+ 0x61, 0x8f, 0x0c, 0x99, 0x6a, 0xa6, 0xc8, 0x1e, 0x20, 0x06, 0x9b, 0xc5,
+ 0x8c, 0x66, 0xaf, 0x75, 0x4c, 0x9d, 0x77, 0xc5, 0x63, 0x8e, 0xbb, 0x94,
+ 0x5b, 0x42, 0x57, 0xcc, 0xc3, 0x33, 0xe6, 0x9a, 0x70, 0xee, 0x9b, 0x33,
+ 0xf8, 0x26, 0x4c, 0x1d, 0x84, 0x95, 0x00, 0x03, 0xba, 0x93, 0x17, 0x8f,
+ 0x18, 0x43, 0xd5, 0x18, 0xd5, 0xfb, 0x90, 0x1c, 0x34, 0x73, 0x84, 0xd2,
+ 0x64, 0xb1, 0xb6, 0xe7, 0x56, 0xd0, 0xad, 0x40, 0x1e, 0x6c, 0x18, 0x37,
+ 0x14, 0xe1, 0xc0, 0x5b, 0xfe, 0x8f, 0xb2, 0x0d, 0x00, 0x22, 0x04, 0x8f,
+ 0xa9, 0x9c, 0x8b, 0x69, 0x0c, 0x96, 0xa3, 0x76, 0x3e, 0x82, 0xaf, 0x4b,
+ 0xbd, 0x8e, 0xe7, 0x10, 0x97, 0x61, 0xc1, 0x3f, 0xf7, 0xfb, 0x71, 0xaa,
+ 0xa0, 0xff, 0xb4, 0x09, 0x3c, 0x20, 0x99, 0x04, 0xcc, 0xc9, 0x2f, 0x7a,
+ 0x4a, 0x0c, 0xfc, 0x29, 0xd8, 0x03, 0x83, 0x8b, 0x27, 0x6d, 0xaf, 0xe2,
+ 0xd7, 0xa1, 0xd5, 0x94, 0xed, 0xee, 0x59, 0xde, 0x8c, 0xe5, 0x62, 0x1d,
+ 0xb3, 0x15, 0xca, 0x82, 0x3b, 0x46, 0xc3, 0xfd, 0x18, 0xb8, 0x21, 0x58,
+ 0xae, 0x2f, 0xa3, 0x8b, 0x63, 0xa4, 0xb1, 0x4f, 0xfc, 0x8b, 0x09, 0xbb,
+ 0x24, 0x14, 0xe9, 0x2e, 0xff, 0x8f, 0x1d, 0xde, 0x5d, 0xb5, 0xbd, 0x1c,
+ 0xf0, 0x9c, 0xc6, 0xd4, 0xe5, 0x48, 0x9b, 0x1f, 0x5c, 0xc1, 0x8c, 0x66,
+ 0xec, 0x28, 0xed, 0x3c, 0xd8, 0x5c, 0x44, 0x1b, 0xd9, 0x99, 0x40, 0x6a,
+ 0xdc, 0x74, 0xf8, 0xb1, 0xde, 0xa7, 0x65, 0x1e, 0x24, 0xd1, 0x16, 0xfd,
+ 0x11, 0x26, 0x34, 0xb3, 0x6b, 0xf0, 0x93, 0x3f, 0xd2, 0xb6, 0xde, 0x44,
+ 0x12, 0xbb, 0x64, 0xd1, 0xc5, 0xc1, 0x4b, 0x5e, 0x57, 0x43, 0xb1, 0x47,
+ 0xdf, 0xd7, 0x8a, 0xc5, 0xab, 0x2c, 0x17, 0x84, 0xa0, 0xcf, 0xc4, 0x61,
+ 0xe8, 0xe9, 0x4a, 0xfb, 0xcb, 0x92, 0xee, 0x54, 0xac, 0x24, 0x42, 0x81,
+ 0x28, 0xd0, 0xd6, 0x93, 0x0a, 0x97, 0xd0, 0x18, 0xcb, 0xbf, 0xee, 0x6e,
+ 0xa5, 0xd1, 0xdf, 0xee, 0x3e, 0x33, 0xb7, 0x39, 0x4e, 0xc3, 0xb4, 0x9b,
+ 0x0c, 0x62, 0xfe, 0x65, 0x5d, 0x22, 0x75, 0x50, 0xba, 0xa6, 0x87, 0x1f,
+ 0x4c, 0xe8, 0xbe, 0xf6, 0xab, 0xc2, 0xe9, 0xd1, 0xe4, 0xb1, 0xa2, 0x5b,
+ 0xc1, 0x54, 0x17, 0xb3, 0xad, 0xe5, 0x8b, 0xe6, 0x26, 0x09, 0x2a, 0xbf,
+ 0xdc, 0x2c, 0x43, 0x0d, 0x13, 0x60, 0x8f, 0xb6, 0x58, 0xd3, 0x5d, 0x9b,
+ 0xc1, 0x88, 0x3b, 0xaa, 0x07, 0x37, 0xca, 0xdc, 0xad, 0xe9, 0xed, 0xa8,
+ 0xed, 0x1b, 0x2f, 0x03, 0x68, 0x8c, 0x5b, 0x16, 0x75, 0xce, 0xe5, 0x8c,
+ 0xf3, 0xba, 0x83, 0xc5, 0x60, 0x18, 0xde, 0xa3, 0x84, 0xbb, 0x70, 0x34,
+ 0x16, 0x0a, 0x10, 0x54, 0xdc, 0x65, 0x51, 0x87, 0x33, 0x51, 0xf8, 0xb0,
+ 0xe5, 0x14, 0xeb, 0x4b, 0x85, 0xb7, 0xf8, 0x84, 0xe8, 0x61, 0x9d, 0xfe,
+ 0x99, 0x28, 0xe0, 0x83, 0x4c, 0xad, 0x88, 0xdc, 0xcc, 0xb3, 0x3b, 0x30,
+ 0xb7, 0x17, 0xc9, 0xfc, 0xff, 0x5a, 0x4b, 0x75, 0x70, 0x64, 0x5e, 0xf4,
+ 0x78, 0x79, 0xd3, 0xa8, 0x5c, 0xd6, 0x7b, 0xae, 0x0e, 0x76, 0x28, 0x73,
+ 0xac, 0xb1, 0x35, 0x18, 0x5a, 0x9b, 0x36, 0xc9, 0x3c, 0x88, 0xf0, 0x3d,
+ 0x9e, 0x2b, 0x6b, 0xb9, 0xe0, 0x12, 0xa9, 0x37, 0x2d, 0x6f, 0x0a, 0x8a,
+ 0x13, 0xd1, 0x08, 0x32, 0x87, 0x7b, 0xfc, 0x64, 0xd4, 0xfb, 0x47, 0xf5,
+ 0x32, 0x1e, 0x68, 0x8f, 0x75, 0x74, 0x45, 0xe7, 0x97, 0x31, 0xe3, 0x3d,
+ 0xf7, 0x88, 0x20, 0x8f, 0x8b, 0x62, 0xdb, 0xe8, 0x26, 0xf7, 0xd8, 0x57,
+ 0x64, 0x2e, 0xf4, 0x3e, 0xf7, 0x8f, 0x21, 0x16, 0xa2, 0x0d, 0x25, 0xff,
+ 0x44, 0x02, 0xb7, 0x83, 0x40, 0x94, 0x3e, 0xa1, 0xcd, 0xaa, 0xad, 0xf9,
+ 0x2c, 0xbf, 0x04, 0x06, 0x9a, 0x52, 0x3c, 0x04, 0xa5, 0x85, 0x3a, 0x62,
+ 0x95, 0x7c, 0x87, 0x19, 0x92, 0x6a, 0x86, 0xe7, 0x8d, 0x29, 0xc8, 0x06,
+ 0x70, 0x16, 0x58, 0xca, 0xfc, 0x83, 0x4c, 0xf2, 0xb9, 0x32, 0x9f, 0xb8,
+ 0x7e, 0x6e, 0x0a, 0xfd, 0x75, 0xf1, 0xad, 0x9b, 0xb8, 0xaf, 0x10, 0xd4,
+ 0x9f, 0x0c, 0x9b, 0x3c, 0x6c, 0xb9, 0xd6, 0xa8, 0xcb, 0xa0, 0x1f, 0x6d,
+ 0xe3, 0xba, 0x2d, 0x2e, 0x58, 0xe1, 0x3b, 0xe9, 0xbb, 0x56, 0x47, 0xe6,
+ 0x94, 0x6e, 0x25, 0x31, 0xd7, 0x1e, 0x44, 0xbb, 0x0f, 0x17, 0xf7, 0x51,
+ 0xbb, 0x74, 0x4d, 0x6e, 0x14, 0xa0, 0x3c, 0x9a, 0x79, 0x47, 0xfb, 0xca,
+ 0xad, 0x64, 0xc2, 0xa5, 0x9a, 0x1d, 0xdc, 0x2e, 0xdf, 0xbe, 0x56, 0x57,
+ 0xae, 0xee, 0x06, 0x3d, 0xcb, 0x4c, 0x08, 0x04, 0xb7, 0xf8, 0xdb, 0x66,
+ 0x28, 0x66, 0x5f, 0x3d, 0xf0, 0x0e, 0x88, 0x45, 0xc0, 0x83, 0xd9, 0xb5,
+ 0xe8, 0xe0, 0x79, 0x32, 0x7c, 0x02, 0xed, 0xac, 0xb9, 0x9b, 0xde, 0xf8,
+ 0x0b, 0x8b, 0x58, 0x89, 0xa0, 0x00, 0x7c, 0x5f, 0x51, 0x07, 0x73, 0xaa,
+ 0x14, 0xa4, 0x2c, 0xd9, 0x86, 0x82, 0xdf, 0xfb, 0xdd, 0x8e, 0xff, 0x7c,
+ 0x86, 0xd4, 0xde, 0x26, 0xcb, 0x0a, 0x9c, 0xa6, 0xef, 0x95, 0x4f, 0xd4,
+ 0x95, 0xf2, 0xce, 0x46, 0x1d, 0xd5, 0x47, 0x50, 0xf0, 0xad, 0xe2, 0x66,
+ 0x37, 0xe9, 0xb5, 0x3a, 0xea, 0x34, 0xf8, 0x3b, 0x00, 0x0c, 0x6c, 0x10,
+ 0xde, 0x36, 0x9e, 0xff, 0x95, 0x0d, 0xad, 0xe2, 0xdb, 0x95, 0x23, 0x9f,
+ 0x15, 0xf9, 0x9c, 0x49, 0xa0, 0x94, 0x26, 0x66, 0x57, 0x31, 0x98, 0x5e,
+ 0x17, 0x28, 0xcd, 0x2b, 0xf8, 0x7a, 0xea, 0xf9, 0x5c, 0x76, 0x09, 0x99,
+ 0x4a, 0xc9, 0x5e, 0xdd, 0x48, 0xe1, 0xab, 0x57, 0x37, 0x71, 0x62, 0x77,
+ 0xaf, 0x5b, 0x77, 0x08, 0x66, 0xc2, 0xa1, 0xf0, 0xac, 0x66, 0x9a, 0xfe,
+ 0xaa, 0xfc, 0x19, 0x2a, 0xcc, 0xbb, 0xbd, 0xe4, 0xb3, 0x3e, 0x30, 0xb5,
+ 0x61, 0x9e, 0x32, 0x07, 0xab, 0xed, 0x1c, 0x9c, 0xc7, 0xca, 0x31, 0xd2,
+ 0x1f, 0x20, 0x3e, 0x0e, 0x6e, 0x78, 0xa9, 0x72, 0xea, 0x64, 0xc0, 0xa4,
+ 0x4a, 0x6c, 0xec, 0xd4, 0xde, 0x98, 0x36, 0x36, 0x52, 0x7c, 0x48, 0x53,
+ 0x3c, 0x42, 0xab, 0x7d, 0x12, 0xed, 0x24, 0x5f, 0x4e, 0xc8, 0xb2, 0x27,
+ 0xb9, 0x41, 0x3f, 0x28, 0x8a, 0xe2, 0xf9, 0x0e, 0x62, 0xaa, 0x8c, 0x63,
+ 0x5c, 0xc7, 0xf1, 0x72, 0x77, 0xc9, 0xeb, 0x51, 0x84, 0xc5, 0xc4, 0xa8,
+ 0x91, 0x12, 0x07, 0xfa, 0x8b, 0x59, 0x9a, 0x0b, 0x8c, 0xc3, 0x46, 0xd6,
+ 0xbb, 0x3d, 0x2a, 0x52, 0x16, 0x21, 0x51, 0xd6, 0x03, 0xfa, 0xd7, 0xc8,
+ 0xb9, 0x7c, 0x2a, 0xfc, 0x05, 0x90, 0x02, 0x71, 0x99, 0x60, 0xaf, 0x7e,
+ 0xfc, 0xf6, 0xc5, 0x44, 0x95, 0xfb, 0x0b, 0x92, 0x74, 0x4f, 0xac, 0xb9,
+ 0x0e, 0xb8, 0x83, 0x77, 0x78, 0xe7, 0x9e, 0x45, 0x8a, 0xc5, 0x9a, 0xf7,
+ 0x30, 0x16, 0x75, 0xd8, 0x1f, 0x8f, 0x06, 0x50, 0xcd, 0xbc, 0xea, 0xcb,
+ 0xdd, 0xe4, 0xfe, 0x2b, 0x70, 0xae, 0x5d, 0x21, 0xa1, 0xb1, 0xe9, 0x8f,
+ 0x67, 0x36, 0x17, 0x0e, 0xed, 0xf5, 0x62, 0xf7, 0x12, 0xf6, 0x41, 0x21,
+ 0x77, 0xfb, 0x7c, 0x85, 0x77, 0x88, 0x7d, 0x17, 0xc4, 0xa7, 0x8f, 0xa4,
+ 0x8d, 0x77, 0xf2, 0xe3, 0x08, 0xbb, 0x26, 0x66, 0xc2, 0xc0, 0x03, 0x87,
+ 0x1b, 0x9a, 0x9c, 0xe3, 0x5b, 0x55, 0x3e, 0xb4, 0x76, 0x86, 0x57, 0x51,
+ 0x9f, 0xb4, 0x4e, 0xa8, 0x14, 0x08, 0x0d, 0xb0, 0xd2, 0x51, 0x29, 0x47,
+ 0x1b, 0x6e, 0x63, 0x76, 0xef, 0x55, 0xbd, 0x42, 0xea, 0x30, 0xc4, 0x33,
+ 0xb8, 0x7d, 0x10, 0x74, 0x17, 0xff, 0x7b, 0xdd, 0x7b, 0x83, 0xf1, 0x3d,
+ 0x4e, 0xc4, 0x3a, 0xcc, 0x82, 0x9c, 0x9e, 0x00, 0x48, 0x1c, 0xc8, 0xda,
+ 0xa9, 0x42, 0xab, 0xab, 0x68, 0xeb, 0xe4, 0xc1, 0xab, 0x2a, 0x83, 0x9b,
+ 0x09, 0xa9, 0xa1, 0x00, 0x5a, 0x83, 0x63, 0xb0, 0xfe, 0xa0, 0x05, 0x62,
+ 0x30, 0x1f, 0x7e, 0xb6, 0x5b, 0xfb, 0x1f, 0xf4, 0xec, 0xde, 0x16, 0x5e,
+ 0x95, 0xb7, 0x77, 0xcf, 0x66, 0x9a, 0x25, 0x78, 0xfb, 0xc5, 0xbb, 0x61,
+ 0x55, 0xb5, 0x9d, 0xc5, 0x66, 0x8b, 0x08, 0xc0, 0xe1, 0xcb, 0x31, 0xfa,
+ 0xab, 0xde, 0x2b, 0xa5, 0x95, 0xaf, 0x12, 0x21, 0x28, 0x4e, 0x2d, 0x5e,
+ 0x03, 0x20, 0x0d, 0xc1, 0xba, 0x86, 0x27, 0x7c, 0x1d, 0x09, 0x0c, 0xc8,
+ 0x83, 0xdb, 0x18, 0xd2, 0xcd, 0x30, 0xe8, 0x32, 0xc3, 0xae, 0x7f, 0x98,
+ 0xd6, 0xc1, 0x78, 0x02, 0xff, 0x9d, 0x05, 0xb3, 0x05, 0xf0, 0x07, 0xd7,
+ 0xd2, 0x5e, 0x36, 0xa3, 0x24, 0x47, 0x43, 0x4a, 0xb3, 0x99, 0x5a, 0x2e,
+ 0x81, 0x29, 0x0c, 0x54, 0xfd, 0x7c, 0x4d, 0x83, 0x91, 0xfb, 0x8f, 0x65,
+ 0x87, 0x40, 0xbc, 0x92, 0x88, 0x39, 0x29, 0x8b, 0x34, 0xc5, 0x17, 0x9b,
+ 0x35, 0xa4, 0x4c, 0x00, 0xd6, 0x4f, 0x9b, 0xa6, 0x51, 0x5d, 0x46, 0x16,
+ 0x40, 0xa7, 0xb5, 0xaf, 0x18, 0xe2, 0xab, 0x67, 0x87, 0xbc, 0x4c, 0xb1,
+ 0xa0, 0x1c, 0x07, 0x2a, 0xc7, 0x7f, 0x89, 0x70, 0x3e, 0x46, 0x7e, 0xd8,
+ 0x05, 0x29, 0xdc, 0x53, 0xbd, 0x4c, 0xba, 0x05, 0xa5, 0x9d, 0x53, 0x91,
+ 0x62, 0x47, 0x4e, 0x3f, 0x8f, 0xf2, 0x5f, 0x64, 0x2d, 0xfa, 0x92, 0x0c,
+ 0x4d, 0xd7, 0x7c, 0xa5, 0x85, 0xe0, 0xa6, 0x5e, 0x82, 0x54, 0x34, 0xdc,
+ 0x91, 0x44, 0x9e, 0x9d, 0x7e, 0x0f, 0x4c, 0xc4, 0xdb, 0xdb, 0xb3, 0xc9,
+ 0x52, 0xb6, 0xc4, 0x81, 0x30, 0xc6, 0x3d, 0x1e, 0x91, 0x76, 0xba, 0xd2,
+ 0x41, 0xaa, 0x2d, 0x45, 0xf5, 0x41, 0xad, 0xf6, 0xb5, 0x31, 0x67, 0x68,
+ 0x99, 0x1d, 0xa8, 0xbd, 0xdf, 0xef, 0x23, 0x27, 0xf4, 0xc6, 0xc6, 0xdc,
+ 0x39, 0x82, 0x28, 0x1a, 0x90, 0xb1, 0x39, 0x75, 0x05, 0xca, 0x2c, 0x66,
+ 0x67, 0x9c, 0x83, 0x64, 0x9d, 0xe1, 0x30, 0xb9, 0x46, 0xf7, 0xa8, 0x76,
+ 0xad, 0x97, 0x4c, 0x00, 0x61, 0x31, 0x1c, 0x8e, 0x30, 0x2c, 0x2f, 0xeb,
+ 0xa3, 0x2e, 0x46, 0x49, 0xb6, 0x0d, 0x96, 0xfd, 0x01, 0xee, 0x21, 0xa0,
+ 0x6e, 0xd4, 0x71, 0x43, 0x2a, 0x63, 0xd7, 0x45, 0xec, 0xb6, 0x11, 0xbd,
+ 0xdb, 0xa1, 0x55, 0x07, 0xd7, 0x4b, 0xf4, 0x02, 0xff, 0xa0, 0xa8, 0x71,
+ 0x5e, 0x9c, 0x61, 0x1f, 0xa8, 0xa7, 0xfd, 0xd6, 0xb0, 0xc3, 0x8e, 0x28,
+ 0x06, 0x93, 0x63, 0xd3, 0x1d, 0x55, 0xde, 0xe0, 0xf9, 0xab, 0x4b, 0xd8,
+ 0x86, 0x7f, 0x1d, 0x76, 0x3a, 0xb4, 0x70, 0x8a, 0x6e, 0x18, 0x1c, 0x0e,
+ 0x55, 0x73, 0xa4, 0xf7, 0xa8, 0x51, 0x0d, 0xc1, 0x37, 0x71, 0xfc, 0xee,
+ 0x58, 0xf4, 0x74, 0x5d, 0x67, 0xa9, 0xf0, 0x7b, 0xd6, 0x20, 0xa9, 0x1e,
+ 0x97, 0x3c, 0xb3, 0x7b, 0xd7, 0xc9, 0xff, 0xba, 0xd9, 0xcc, 0xda, 0xd1,
+ 0x9a, 0x56, 0xd2, 0x5f, 0x48, 0x2b, 0xc7, 0x19, 0x97, 0xc9, 0x21, 0xff,
+ 0x2a, 0xb3, 0x1c, 0x63, 0xf9, 0xfd, 0xc5, 0xf8, 0x5e, 0x2d, 0x93, 0xee,
+ 0xb6, 0x32, 0x1e, 0xc6, 0x78, 0x37, 0xd0, 0x6d, 0xfa, 0x75, 0xa8, 0x67,
+ 0x86, 0xb4, 0x74, 0x5a, 0xcc, 0xa1, 0x75, 0xc8, 0xab, 0x1f, 0x30, 0x21,
+ 0xe4, 0x53, 0x0c, 0x0d, 0xb5, 0x18, 0x21, 0x02, 0xd9, 0xf7, 0xa9, 0x14,
+ 0x52, 0x34, 0x24, 0x5a, 0x86, 0xfb, 0x63, 0x8a, 0x31, 0x10, 0x22, 0x45,
+ 0xd1, 0x2d, 0xad, 0x28, 0x3a, 0x61, 0x06, 0x63, 0xfe, 0x63, 0x68, 0x90,
+ 0xfc, 0x12, 0xcd, 0x3a, 0x86, 0x4b, 0x24, 0x28, 0x9f, 0x3b, 0x5a, 0x27,
+ 0xed, 0x3c, 0xa4, 0xc4, 0x78, 0x30, 0x37, 0x56, 0x0c, 0x81, 0xb4, 0x66,
+ 0x5f, 0xc5, 0xf4, 0xaf, 0x5b, 0x0b, 0x79, 0x99, 0xf5, 0x05, 0x71, 0x62,
+ 0x3e, 0xc2, 0x7a, 0x69, 0x62, 0xd4, 0x8a, 0xec, 0xfb, 0x91, 0xa3, 0x82,
+ 0xf6, 0x72, 0xc0, 0x0b, 0x1c, 0x54, 0xa7, 0xd7, 0x1f, 0x48, 0xab, 0xef,
+ 0xd2, 0xe8, 0x36, 0x4a, 0xd5, 0x21, 0xd9, 0x1a, 0x2a, 0x0b, 0xc6, 0xff,
+ 0xfa, 0xe2, 0x0b, 0x48, 0xf2, 0xf6, 0xca, 0x0f, 0xfd, 0x05, 0xf9, 0xf0,
+ 0x01, 0x00, 0x0e, 0x43, 0xca, 0x1b, 0xf3, 0x0c, 0x2c, 0x0c, 0x06, 0x05,
+ 0xf7, 0xe3, 0x49, 0x40, 0xd5, 0xfd, 0xe5, 0x11, 0x55, 0x45, 0xd0, 0x21,
+ 0xfe, 0x16, 0x6d, 0x0f, 0xf7, 0xe7, 0x0e, 0x0b, 0x67, 0x0f, 0xe6, 0x14,
+ 0xe7, 0xf2, 0x69, 0x48, 0xe6, 0x17, 0xea, 0x09, 0x44, 0x26, 0xe5, 0xd7,
+ 0xef, 0x23, 0x2f, 0x31, 0x10, 0xed, 0x13, 0x18, 0x7f, 0x37, 0xf2, 0x06,
+ 0x26, 0xef, 0x7f, 0x30, 0xe4, 0xf1, 0x26, 0x00, 0x68, 0x15, 0xdf, 0xf3,
+ 0x07, 0xfd, 0x68, 0x26, 0xee, 0xed, 0xe0, 0xdb, 0x3b, 0x07, 0x08, 0xe4,
+ 0x20, 0x1a, 0x36, 0x19, 0xe2, 0x06, 0x12, 0xd2, 0x74, 0x1d, 0xc3, 0xe5,
+ 0xeb, 0xd2, 0x69, 0x15, 0xf3, 0x08, 0xee, 0xf3, 0x62, 0x3a, 0x05, 0xf2,
+ 0x0a, 0x16, 0x28, 0x1c, 0xf6, 0x14, 0x06, 0xee, 0x3a, 0x21, 0x02, 0x22,
+ 0xfb, 0xdd, 0x5c, 0xff, 0xe9, 0xff, 0x26, 0xda, 0x3a, 0x2b, 0xfa, 0x09,
+ 0x1f, 0xe6, 0x3e, 0x2f, 0xb1, 0x07, 0x10, 0xdc, 0x48, 0x34, 0xd7, 0xdd,
+ 0x2c, 0xd3, 0x30, 0x3c, 0xe4, 0x01, 0x10, 0xce, 0x33, 0xf7, 0xdf, 0x19,
+ 0x28, 0x10, 0x51, 0x31, 0xdf, 0xdd, 0xe2, 0x0b, 0x18, 0xfb, 0xd3, 0x08,
+ 0x06, 0xd7, 0x39, 0x36, 0xbc, 0x1b, 0xff, 0xf1, 0x02, 0x33, 0xbc, 0xe7,
+ 0x17, 0x07, 0x0f, 0x35, 0xa7, 0xfb, 0x2c, 0xd1, 0x25, 0x11, 0xe8, 0x1d,
+ 0x04, 0xd7, 0x2b, 0x15, 0xa0, 0x0d, 0x0f, 0x02, 0x00, 0x3e, 0xba, 0x24,
+ 0x04, 0x1b, 0x1b, 0x00, 0xaf, 0x1e, 0x23, 0x07, 0xf6, 0x2f, 0xae, 0xda,
+ 0x07, 0xe8, 0x19, 0x37, 0x9e, 0xe3, 0xf9, 0xd2, 0xf8, 0x06, 0xc6, 0x10,
+ 0xf3, 0xed, 0x28, 0x1a, 0x9c, 0x03, 0xee, 0xf9, 0x1e, 0x17, 0xc4, 0x1c,
+ 0x25, 0x1e, 0xfa, 0xfa, 0xda, 0xda, 0x14, 0xd1, 0x25, 0x0f, 0xe3, 0xe3,
+ 0xea, 0x0d, 0xef, 0x08, 0xca, 0xdf, 0x11, 0xed, 0x2b, 0xfe, 0xbb, 0x0a,
+ 0x1b, 0x15, 0x12, 0x32, 0xea, 0x11, 0xf0, 0x1c, 0x26, 0x42, 0xab, 0xdd,
+ 0x1f, 0xed, 0x14, 0x29, 0xd2, 0xe1, 0x05, 0x0c, 0xf2, 0x31, 0xae, 0x00,
+ 0xef, 0x20, 0x11, 0x0d, 0xf2, 0xed, 0x21, 0x1f, 0x0c, 0x36, 0xb5, 0xe6,
+ 0x0d, 0x11, 0x00, 0x2f, 0xc0, 0xda, 0xed, 0xf5, 0xec, 0x38, 0xf6, 0xf6,
+ 0x06, 0x06, 0x03, 0x19, 0xbb, 0xfa, 0xe9, 0x10, 0xef, 0x26, 0xc8, 0x20,
+ 0xed, 0x0a, 0x00, 0x33, 0xcb, 0xec, 0xed, 0xfc, 0xf7, 0x08, 0xd1, 0x0e,
+ 0x0a, 0x1e, 0xe9, 0x0b, 0xdd, 0x00, 0xdc, 0xe0, 0x02, 0x36, 0xd8, 0xf0,
+ 0x0a, 0xfe, 0x05, 0x28, 0xda, 0xf6, 0xd9, 0xe9, 0x07, 0x20, 0xda, 0x1c,
+ 0xdc, 0xe7, 0xed, 0x10, 0xf3, 0xee, 0xf8, 0x10, 0x05, 0x2c, 0xcf, 0xd6,
+ 0xfc, 0xe4, 0xdc, 0x31, 0xdf, 0x08, 0x0b, 0x1a, 0xe5, 0x3d, 0xf8, 0x25,
+ 0x23, 0x11, 0xfa, 0x35, 0x00, 0xea, 0xe6, 0x11, 0xfc, 0x0f, 0xfe, 0xda,
+ 0xe5, 0xf9, 0xf0, 0x22, 0xc8, 0x22, 0x04, 0xe2, 0xd2, 0xf7, 0xd9, 0xe8,
+ 0xff, 0xfa, 0x07, 0x2c, 0xb7, 0x20, 0xde, 0xe6, 0xe2, 0x1e, 0xea, 0xf8,
+ 0xdd, 0xf2, 0x18, 0x0d, 0xb7, 0xe9, 0xeb, 0x0d, 0xec, 0x2f, 0xf8, 0xf5,
+ 0x18, 0xe3, 0xdd, 0xfb, 0xe1, 0x12, 0x0d, 0xfe, 0x15, 0x33, 0xf7, 0xf5,
+ 0x12, 0xe6, 0xdc, 0xf7, 0xff, 0xdf, 0xf5, 0xf3, 0x05, 0x14, 0xe6, 0x14,
+ 0xe5, 0xd7, 0x13, 0x19, 0xdc, 0xef, 0xe2, 0x15, 0xfa, 0x38, 0xef, 0xfd,
+ 0x08, 0xf3, 0xc6, 0x1d, 0xda, 0xf7, 0x00, 0xfb, 0xf3, 0x14, 0xe8, 0xee,
+ 0xfb, 0xeb, 0xd0, 0x16, 0xbe, 0x26, 0x10, 0x0e, 0x10, 0x08, 0xd0, 0x20,
+ 0x15, 0xe5, 0x14, 0x27, 0xdd, 0xfc, 0xe3, 0xdf, 0x0e, 0x20, 0x06, 0xf4,
+ 0x05, 0x10, 0xef, 0xf4, 0xce, 0x0d, 0x06, 0xe5, 0x05, 0x2b, 0xdc, 0xe2,
+ 0x18, 0x1b, 0x20, 0xf0, 0xd1, 0xe0, 0xdf, 0xfa, 0x27, 0xff, 0xfb, 0x05,
+ 0x03, 0x22, 0xf5, 0x28, 0x01, 0x24, 0xf7, 0x21, 0x17, 0x02, 0xda, 0xe3,
+ 0x0f, 0xfb, 0x1d, 0x10, 0xc7, 0xed, 0x11, 0xd8, 0x1d, 0xe8, 0x02, 0x0b,
+ 0xf3, 0xd7, 0xf6, 0x12, 0xe6, 0x0e, 0xf9, 0xf5, 0xf9, 0xfc, 0xfc, 0x0d,
+ 0xeb, 0x05, 0xd9, 0xf7, 0xc9, 0x0b, 0x08, 0x13, 0xf3, 0x19, 0xe2, 0xe0,
+ 0x16, 0xf9, 0x07, 0xf6, 0xf6, 0x1d, 0x07, 0xf0, 0x03, 0xfb, 0xda, 0xdc,
+ 0xf9, 0x20, 0x22, 0x08, 0xcc, 0x0e, 0x02, 0x16, 0xf9, 0xe6, 0xae, 0xe9,
+ 0x0c, 0x03, 0xd6, 0x1c, 0xa7, 0x0c, 0xdd, 0xfb, 0x04, 0xfc, 0xa4, 0x1b,
+ 0xf1, 0x20, 0x26, 0xf9, 0xca, 0xe6, 0xff, 0x08, 0xeb, 0x10, 0x9e, 0x06,
+ 0xed, 0x04, 0xfc, 0x1b, 0xa3, 0xe7, 0xee, 0x27, 0xee, 0xf8, 0xcd, 0xf5,
+ 0xf2, 0xf7, 0x0c, 0x3f, 0xa6, 0xe0, 0xcb, 0x13, 0x1e, 0x17, 0xee, 0xee,
+ 0x11, 0xe9, 0x36, 0x34, 0xf3, 0xee, 0xd8, 0x04, 0x38, 0x2a, 0xe2, 0xf1,
+ 0xed, 0x31, 0x3f, 0x30, 0xb7, 0xf7, 0x07, 0x12, 0x29, 0x3b, 0xc1, 0x20,
+ 0xca, 0x07, 0x03, 0x16, 0xc6, 0x26, 0x01, 0xe1, 0x28, 0x4e, 0xd4, 0x1e,
+ 0x07, 0x0b, 0xce, 0xdb, 0xdf, 0x6d, 0x89, 0x52, 0xcd, 0xef, 0x0c, 0x20,
+ 0x68, 0x8d, 0x64, 0x2c, 0x26, 0xfa, 0xd9, 0xae, 0x98, 0xfe, 0x2b, 0xb8,
+ 0x83, 0xa8, 0xce, 0x5a, 0xc7, 0x28, 0x4c, 0xae, 0xae, 0x01, 0x5a, 0xf1,
+ 0xdf, 0x26, 0xa7, 0xbe, 0xc3, 0xc4, 0x8f, 0xc3, 0x34, 0x08, 0xd1, 0xdb,
+ 0x29, 0x99, 0x6e, 0xd8, 0x2b, 0xe9, 0xd1, 0x96, 0x59, 0xc2, 0xcc, 0xfd,
+ 0x56, 0xd5, 0x9f, 0x5f, 0xfe, 0x2f, 0x4c, 0xa9, 0xf0, 0xed, 0xfd, 0x26,
+ 0x05, 0x96, 0xb8, 0xaa, 0x94, 0x54, 0x9e, 0x07, 0x31, 0x06, 0x44, 0x52,
+ 0xf7, 0xe7, 0xff, 0x38, 0xb0, 0xbf, 0xd6, 0x45, 0xe1, 0x5e, 0xb2, 0xd9,
+ 0xea, 0x6d, 0x86, 0x48, 0x48, 0x0c, 0xe6, 0x3e, 0x0c, 0x63, 0xd3, 0x36,
+ 0x37, 0x01, 0x44, 0xcf, 0xec, 0x84, 0x60, 0xb2, 0x05, 0xd2, 0x6a, 0x68,
+ 0x25, 0xf5, 0xc6, 0x06, 0xdb, 0x9e, 0x08, 0x61, 0x32, 0x8a, 0xff, 0x4c,
+ 0xc5, 0x0f, 0x52, 0xb4, 0x2c, 0x48, 0xfd, 0x08, 0x9f, 0xce, 0x6d, 0xfc,
+ 0x4f, 0xd7, 0xf7, 0xd9, 0xa9, 0xdc, 0xa9, 0xa8, 0x60, 0x24, 0x96, 0x11,
+ 0xb5, 0xc3, 0xa9, 0x50, 0x46, 0x1e, 0x6b, 0x33, 0x91, 0x10, 0x1d, 0x34,
+ 0x88, 0xf1, 0x75, 0xed, 0x92, 0x23, 0x87, 0xb2, 0x2a, 0x00, 0xc1, 0xd3,
+ 0x19, 0x6f, 0xc0, 0x6a, 0xe6, 0x65, 0xf6, 0xca, 0x3f, 0xb1, 0x07, 0x5e,
+ 0xf1, 0xfe, 0xa0, 0x8a, 0x24, 0xec, 0x4d, 0x88, 0x62, 0x5e, 0x45, 0x26,
+ 0xf3, 0xa5, 0xd6, 0xe3, 0x46, 0xe1, 0xb8, 0xf1, 0x4b, 0xd0, 0x97, 0x97,
+ 0x26, 0x90, 0xee, 0x83, 0x34, 0x19, 0x43, 0x58, 0x8d, 0xb6, 0x71, 0x5b,
+ 0x86, 0x6f, 0xa2, 0x25, 0x02, 0x9f, 0x58, 0xcb, 0x48, 0xc8, 0x2c, 0x5c,
+ 0x59, 0xaa, 0x9b, 0x4b, 0xcb, 0x58, 0x0d, 0xb0, 0xd1, 0x37, 0x58, 0x72,
+ 0x5a, 0x37, 0x2a, 0xe3, 0x05, 0xd9, 0x5b, 0x58, 0x9f, 0x6a, 0x22, 0xf4,
+ 0x5f, 0x90, 0x5d, 0x54, 0x99, 0xf2, 0xc3, 0x36, 0x0a, 0xbe, 0x15, 0xbf,
+ 0xc1, 0xd0, 0xbf, 0x9e, 0x36, 0x55, 0xa4, 0x5a, 0xea, 0xc1, 0xad, 0xd6,
+ 0x12, 0x15, 0xb9, 0x82, 0xa6, 0x32, 0x2e, 0x33, 0x47, 0xdf, 0x6a, 0x04,
+ 0xe0, 0x89, 0xce, 0xb7, 0xcc, 0xfc, 0x0a, 0x59, 0xd9, 0xf4, 0x3f, 0x10,
+ 0xe9, 0xe4, 0x49, 0x57, 0x27, 0x32, 0x88, 0x6e, 0xaf, 0x1f, 0x6a, 0xbf,
+ 0xc1, 0x8f, 0x9d, 0xe8, 0x58, 0xc2, 0xe7, 0xb8, 0xbd, 0x16, 0x1b, 0x10,
+ 0x27, 0xe3, 0xfe, 0x17, 0x89, 0x34, 0x6c, 0x2d, 0x08, 0x16, 0x53, 0x30,
+ 0xfc, 0xfc, 0xcc, 0xcc, 0xd8, 0xb0, 0x43, 0xb9, 0xab, 0x4b, 0x9c, 0x98,
+ 0xb6, 0xec, 0xee, 0xda, 0x73, 0xef, 0x91, 0xe6, 0x3d, 0xde, 0x58, 0xd0,
+ 0x63, 0x03, 0x6e, 0x88, 0x2e, 0x1a, 0x40, 0x0b, 0x61, 0x01, 0xaf, 0xf1,
+ 0x06, 0x26, 0xba, 0xeb, 0xe2, 0xc3, 0xc7, 0x22, 0x70, 0xf4, 0x98, 0xaa,
+ 0x0e, 0x8e, 0x60, 0xac, 0x1c, 0x96, 0xb6, 0x26, 0x5b, 0xb6, 0x07, 0xff,
+ 0xad, 0xe1, 0x4b, 0x4a, 0xff, 0x48, 0x91, 0x05, 0x17, 0x25, 0x8b, 0x01,
+ 0x18, 0xbd, 0x0e, 0x5d, 0xea, 0xc6, 0xa7, 0x30, 0x0c, 0x43, 0xc8, 0x58,
+ 0x23, 0xc5, 0x79, 0x63, 0x41, 0xe5, 0xac, 0x86, 0x95, 0xf4, 0xce, 0x13,
+ 0xf3, 0x61, 0x3f, 0x04, 0x3c, 0xe1, 0x08, 0xf7, 0x64, 0x32, 0x21, 0x0e,
+ 0xe7, 0xce, 0xc0, 0x52, 0x48, 0x18, 0x0e, 0x46, 0xe4, 0x42, 0xae, 0x9a,
+ 0x17, 0xea, 0x48, 0x94, 0x31, 0x98, 0x08, 0xe3, 0x17, 0x61, 0xc6, 0x07,
+ 0x84, 0xa4, 0x09, 0x1b, 0x6d, 0xb0, 0x20, 0x37, 0x44, 0x59, 0x61, 0x21,
+ 0x12, 0xf1, 0x9a, 0x50, 0x35, 0x67, 0xcf, 0x94, 0xa7, 0xd0, 0x39, 0xa0,
+ 0xf2, 0x02, 0x49, 0x84, 0x66, 0x2d, 0x2e, 0x3e, 0x1e, 0xdb, 0x29, 0x56,
+ 0x60, 0x69, 0x3b, 0x0f, 0x9d, 0xb5, 0x9e, 0xd1, 0x0f, 0x42, 0xec, 0x56,
+ 0x56, 0xae, 0xde, 0xc7, 0x12, 0x13, 0xf1, 0x4a, 0xe4, 0xa7, 0xa9, 0x95,
+ 0x67, 0xd4, 0x1c, 0xb2, 0xa8, 0x82, 0x17, 0x4f, 0xfd, 0xeb, 0xfb, 0x04,
+ 0x70, 0x63, 0xa2, 0x08, 0xfd, 0x84, 0x37, 0x6f, 0xbe, 0x95, 0x8d, 0x0d,
+ 0xb3, 0x1d, 0x30, 0xda, 0x59, 0x61, 0x91, 0x1f, 0x2a, 0x5e, 0xfa, 0x81,
+ 0xe9, 0x5d, 0xca, 0xbf, 0xa4, 0x0f, 0x5c, 0x50, 0xc1, 0xd3, 0xab, 0xd1,
+ 0xac, 0xf5, 0x48, 0xc7, 0xaa, 0x16, 0x90, 0x84, 0x48, 0x44, 0x61, 0x58,
+ 0x3b, 0x28, 0x5b, 0x4d, 0x54, 0x43, 0xa9, 0xd2, 0xb7, 0xb8, 0xa5, 0xe0,
+ 0x87, 0xb0, 0x2e, 0xb8, 0xbf, 0xd2, 0xcc, 0x43, 0x5d, 0x20, 0x66, 0x5f,
+ 0x4f, 0x81, 0xc6, 0x3b, 0x10, 0xdb, 0x07, 0x3a, 0x91, 0xc3, 0xfe, 0x3a,
+ 0xef, 0xba, 0x56, 0x9b, 0x57, 0xfc, 0x2d, 0x2d, 0x0c, 0x1b, 0x9d, 0xad,
+ 0xa4, 0xa3, 0x41, 0x0e, 0x10, 0x96, 0xb1, 0x85, 0x97, 0x1b, 0x51, 0x4e,
+ 0xd8, 0x61, 0x89, 0xce, 0xc6, 0x59, 0x02, 0xf0, 0x1c, 0x43, 0x45, 0xab,
+ 0x43, 0xb9, 0x5c, 0x92, 0x47, 0x54, 0x16, 0x4b, 0x32, 0xb3, 0xc8, 0x88,
+ 0x4f, 0x18, 0xa1, 0x0a, 0x4f, 0x6e, 0x04, 0xb3, 0xc7, 0x35, 0x6d, 0x8d,
+ 0x00, 0x4e, 0x6e, 0x22, 0xcb, 0x1e, 0xe3, 0x47, 0xab, 0x26, 0xdf, 0x8f,
+ 0x31, 0x0e, 0x5a, 0x2b, 0x37, 0x60, 0x19, 0xbc, 0xd4, 0x9b, 0xd7, 0xe8,
+ 0xdf, 0xa1, 0xa9, 0x55, 0x05, 0xa5, 0x23, 0xdd, 0x0d, 0xc4, 0x5b, 0xd4,
+ 0x19, 0x01, 0x19, 0xe4, 0x43, 0x00, 0x46, 0x2d, 0xeb, 0xfb, 0xe3, 0xbf,
+ 0x6d, 0x07, 0xad, 0xb8, 0xe5, 0x48, 0x94, 0x01, 0xc6, 0x0b, 0x7a, 0x79,
+ 0xab, 0x34, 0xb7, 0xe1, 0x94, 0xc0, 0xe6, 0xb1, 0x4e, 0xdf, 0xbc, 0x1d,
+ 0x6e, 0x63, 0x24, 0x35, 0x2c, 0x9f, 0x97, 0xeb, 0x69, 0x15, 0xd3, 0x68,
+ 0xd2, 0x1b, 0x3f, 0x66, 0xd7, 0xe5, 0x14, 0xa7, 0xfd, 0xea, 0x97, 0x7f,
+ 0x85, 0x5f, 0xda, 0x6e, 0x3f, 0x56, 0x91, 0x89, 0x85, 0x3b, 0x10, 0xf1,
+ 0x09, 0x76, 0xd2, 0xf6, 0x74, 0xed, 0x7d, 0x3d, 0x96, 0x9a, 0xbe, 0x37,
+ 0x88, 0xda, 0xcb, 0xca, 0xb9, 0x83, 0xaa, 0x81, 0xe7, 0xcd, 0x63, 0xa0,
+ 0xf6, 0x2a, 0xaa, 0x1e, 0xad, 0x85, 0xd5, 0x03, 0x03, 0x49, 0x4a, 0x6e,
+ 0xb0, 0x10, 0xc6, 0xda, 0x92, 0x5d, 0x2e, 0x6b, 0x70, 0xd4, 0xda, 0x2a,
+ 0x07, 0x65, 0x23, 0x99, 0xc9, 0x9e, 0xc3, 0x0b, 0xf1, 0x9d, 0xf3, 0x15,
+ 0x57, 0xf7, 0x01, 0x27, 0x99, 0x83, 0x07, 0x8f, 0x2b, 0x82, 0x3d, 0x6c,
+ 0xe0, 0x72, 0xc6, 0x4e, 0x17, 0xa2, 0xb3, 0xfa, 0xd3, 0xc8, 0x27, 0x0a,
+ 0xf5, 0x4b, 0x0a, 0xb2, 0x9a, 0xd4, 0x81, 0x36, 0x43, 0x6f, 0xe5, 0xcb,
+ 0xdf, 0x8b, 0x4b, 0x98, 0x5e, 0x9a, 0xf3, 0x57, 0x40, 0x68, 0xbc, 0xe1,
+ 0xbc, 0xec, 0x76, 0x37, 0x22, 0xf2, 0x8c, 0xb1, 0xf3, 0x66, 0xf3, 0xe6,
+ 0xa5, 0x38, 0x93, 0x6a, 0xd6, 0xf8, 0x0f, 0xd8, 0x91, 0x60, 0x05, 0xd3,
+ 0xf8, 0xcd, 0x53, 0x17, 0x43, 0x99, 0xa2, 0x14, 0xd8, 0xdc, 0xbf, 0xb2,
+ 0xbc, 0xe5, 0xe4, 0xac, 0xf8, 0x1d, 0xa3, 0x4b, 0x98, 0x37, 0xf5, 0x14,
+ 0x6a, 0x20, 0xd2, 0xe1, 0x76, 0xb9, 0x36, 0xac, 0xa3, 0x87, 0xd2, 0x49,
+ 0x18, 0xa4, 0xe9, 0xe3, 0x5f, 0xd3, 0xac, 0x30, 0x33, 0x5d, 0x93, 0xeb,
+ 0xf9, 0x8a, 0x97, 0xb9, 0xab, 0xa0, 0x81, 0x6b, 0x24, 0xb3, 0xfb, 0xdc,
+ 0x08, 0x20, 0xa5, 0xa6, 0xe4, 0xd3, 0xda, 0x8d, 0x47, 0x90, 0x93, 0xe0,
+ 0x41, 0x9d, 0x43, 0x97, 0x93, 0xdc, 0x16, 0x0f, 0xc9, 0xe7, 0xf7, 0xbb,
+ 0xd9, 0x44, 0x26, 0x16, 0x0f, 0xe5, 0x05, 0xda, 0x01, 0x32, 0x21, 0x9b,
+ 0x8c, 0xe9, 0xf2, 0x6d, 0x2b, 0x08, 0x02, 0x39, 0x60, 0x66, 0x23, 0x7d,
+ 0xd3, 0x76, 0x28, 0x9c, 0x9e, 0x15, 0x14, 0x37, 0x10, 0x43, 0x6c, 0xf0,
+ 0x13, 0x82, 0x5e, 0x10, 0x89, 0x9b, 0xae, 0x14, 0x2a, 0xaf, 0x47, 0x8e,
+ 0xe4, 0x95, 0x65, 0xd8, 0xad, 0xae, 0x37, 0xb1, 0xf9, 0x12, 0x8a, 0x9d,
+ 0x52, 0x67, 0xfe, 0x49, 0x74, 0x18, 0x6c, 0xff, 0x31, 0x9c, 0x33, 0x74,
+ 0xa3, 0xf1, 0xc1, 0xb9, 0x03, 0x8a, 0xc1, 0x0b, 0xea, 0x2d, 0x88, 0xa2,
+ 0xd9, 0xb8, 0xb1, 0x25, 0x77, 0xd9, 0xef, 0x32, 0xf9, 0x75, 0x47, 0x37,
+ 0x07, 0x59, 0xec, 0x63, 0x59, 0x0c, 0x75, 0xfd, 0x51, 0xd5, 0x41, 0x0c,
+ 0xa0, 0xc4, 0x48, 0x58, 0x2d, 0x8a, 0xf3, 0xde, 0xfd, 0x0d, 0x12, 0xfe,
+ 0xeb, 0xbb, 0xc3, 0x66, 0xd5, 0xec, 0x7c, 0xf5, 0x3c, 0xf7, 0x0a, 0xeb,
+ 0x6b, 0x2e, 0xfb, 0xa0, 0x97, 0x9e, 0x84, 0x1e, 0x42, 0x7e, 0xe2, 0x00,
+ 0x23, 0x38, 0xba, 0xef, 0x5f, 0xec, 0x18, 0xe8, 0x45, 0xf4, 0x5a, 0x13,
+ 0x60, 0xb3, 0x36, 0x64, 0x45, 0x22, 0xea, 0x22, 0xf2, 0x2b, 0x82, 0xf3,
+ 0x22, 0x78, 0x32, 0x9c, 0x35, 0xd0, 0xcd, 0x10, 0x8a, 0x76, 0xa6, 0x32,
+ 0xee, 0xd8, 0x65, 0x98, 0x40, 0x3a, 0x60, 0xcd, 0x68, 0x33, 0x1e, 0x8e,
+ 0x62, 0x7b, 0x9d, 0xa1, 0x1e, 0x98, 0xcc, 0x5b, 0x55, 0xfe, 0xa7, 0xf1,
+ 0xbd, 0x4e, 0xa0, 0x7f, 0x5d, 0x3f, 0xd6, 0x7e, 0x21, 0x1d, 0xa6, 0x14,
+ 0xeb, 0x7a, 0x70, 0xaa, 0x08, 0x01, 0x1f, 0x10, 0x93, 0xb2, 0x52, 0xc5,
+ 0x82, 0x59, 0x39, 0xdb, 0xd2, 0x89, 0xa2, 0x9b, 0x4e, 0xca, 0x8b, 0xa5,
+ 0x7d, 0x7c, 0xb0, 0xc7, 0x4d, 0xea, 0x9d, 0x7c, 0xaf, 0x7c, 0x65, 0x1c,
+ 0x18, 0xa9, 0xe2, 0x29, 0x3f, 0x6d, 0x85, 0xe0, 0xb9, 0xf3, 0xc9, 0x06,
+ 0xb1, 0x0a, 0x62, 0x66, 0x44, 0x6b, 0x03, 0x5b, 0xae, 0xad, 0x91, 0x35,
+ 0x76, 0xe8, 0x89, 0x4a, 0x0a, 0x53, 0x0f, 0x32, 0x98, 0xab, 0xc1, 0xc2,
+ 0xf0, 0x6e, 0x6f, 0xe1, 0x2c, 0x67, 0xad, 0xdf, 0x68, 0x65, 0x79, 0x64,
+ 0x8d, 0xa3, 0x28, 0xd2, 0x0e, 0x75, 0x73, 0x43, 0x72, 0xa9, 0x82, 0x68,
+ 0x45, 0x61, 0x86, 0x54, 0xb2, 0x08, 0x84, 0xcb, 0xdd, 0x01, 0xca, 0x0f,
+ 0x3b, 0x8a, 0xa3, 0xcd, 0x6c, 0xc8, 0x96, 0xf9, 0xa7, 0xda, 0xdf, 0xf5,
+ 0x7d, 0xf7, 0x83, 0x03, 0xa1, 0x3f, 0x86, 0x97, 0xeb, 0x53, 0x84, 0xfa,
+ 0x9a, 0x84, 0x5d, 0x0b, 0x69, 0x99, 0x34, 0xc9, 0x82, 0x39, 0x5c, 0xd1,
+ 0x71, 0x0e, 0xd7, 0x8d, 0x1e, 0x36, 0x7d, 0x99, 0x54, 0x65, 0x5d, 0x09,
+ 0x23, 0x24, 0x57, 0xf1, 0x62, 0xe0, 0x27, 0x00, 0xde, 0x75, 0x39, 0x14,
+ 0xf3, 0x94, 0x39, 0x5a, 0xe2, 0x9a, 0xa6, 0x72, 0xbe, 0xcf, 0x9d, 0xd0,
+ 0x93, 0xf1, 0x92, 0x8b, 0x4a, 0xb8, 0x34, 0x97, 0x1d, 0x6c, 0xd0, 0xe5,
+ 0x71, 0x6b, 0x96, 0x4e, 0x40, 0x3f, 0xfd, 0x92, 0xd9, 0xbf, 0xd8, 0x40,
+ 0xec, 0x67, 0x65, 0xbd, 0x83, 0x26, 0xb1, 0xde, 0xb5, 0xc4, 0x28, 0x32,
+ 0x02, 0x2a, 0xe5, 0xd3, 0x30, 0xe4, 0x63, 0x27, 0x2a, 0xd8, 0x2e, 0x8f,
+ 0xb8, 0xbf, 0x26, 0xa4, 0x59, 0x8a, 0xa2, 0x33, 0xa8, 0x31, 0x47, 0x4e,
+ 0xa4, 0xb5, 0xc4, 0x14, 0xd9, 0x09, 0xdf, 0x54, 0xbb, 0xdc, 0x2d, 0x05,
+ 0xfc, 0xf7, 0x35, 0x34, 0xc0, 0x5f, 0x3e, 0xa9, 0x99, 0x4b, 0x4e, 0xb1,
+ 0x49, 0x9b, 0xa5, 0x24, 0xdb, 0xc1, 0xb0, 0x33, 0x93, 0xe7, 0x15, 0x39,
+ 0xe6, 0xe9, 0xf3, 0xcf, 0x4b, 0xdb, 0x3e, 0x45, 0xfa, 0x4e, 0x85, 0xe6,
+ 0x52, 0x9d, 0x8d, 0x65, 0xa4, 0xb4, 0x28, 0xd2, 0x0f, 0xfd, 0x1b, 0x54,
+ 0xd0, 0x5e, 0xae, 0xff, 0x45, 0x45, 0x43, 0x0f, 0xd5, 0x1c, 0x5b, 0xbe,
+ 0xb7, 0xaa, 0xd9, 0xc7, 0x52, 0xdb, 0x1c, 0xb4, 0xc2, 0x89, 0x34, 0xe7,
+ 0x06, 0x13, 0x32, 0xc9, 0x87, 0xb9, 0x85, 0xba, 0x9c, 0x48, 0xf8, 0x3a,
+ 0x59, 0x89, 0xc3, 0x43, 0xb1, 0xac, 0x54, 0x9e, 0xbb, 0xc6, 0x91, 0xb8,
+ 0x22, 0x28, 0xef, 0xe4, 0x81, 0xef, 0x0f, 0x10, 0x68, 0xc0, 0x19, 0x08,
+ 0xa1, 0xc2, 0x16, 0x02, 0x0d, 0xfd, 0xa7, 0xc3, 0xd6, 0x4d, 0xdb, 0xfc,
+ 0x35, 0xa0, 0xe0, 0xbd, 0xdb, 0x38, 0xbb, 0x19, 0x18, 0x93, 0xd5, 0x84,
+ 0xd7, 0x4e, 0xe5, 0xdc, 0x1d, 0x24, 0xde, 0x0e, 0xb4, 0xd9, 0xa9, 0xb1,
+ 0x61, 0xa8, 0xd9, 0x50, 0xa9, 0xc3, 0x04, 0xd1, 0x83, 0x3f, 0x2f, 0x14,
+ 0xe3, 0x4c, 0xc7, 0x49, 0x03, 0x8f, 0xc3, 0x5c, 0xde, 0xfb, 0x10, 0xfd,
+ 0x99, 0x53, 0x0d, 0x47, 0x67, 0xc8, 0xc5, 0xe3, 0xfe, 0xfb, 0xf9, 0x86,
+ 0x15, 0xd8, 0xa8, 0x19, 0x13, 0x87, 0xe4, 0xef, 0x5c, 0x32, 0x44, 0x8a,
+ 0x5e, 0xfe, 0x48, 0xe5, 0x17, 0x85, 0xb0, 0xf1, 0x37, 0x37, 0x55, 0xbb,
+ 0x31, 0x4c, 0xdc, 0x39, 0x57, 0x49, 0x09, 0x0b, 0x06, 0x29, 0x62, 0x9f,
+ 0x1f, 0xa9, 0xec, 0xb2, 0x0b, 0x62, 0xc9, 0x0b, 0x33, 0x41, 0xd0, 0x32,
+ 0x30, 0x10, 0x57, 0xe1, 0xac, 0x4d, 0xc2, 0x92, 0xb7, 0xd8, 0xd9, 0x07,
+ 0x4f, 0xfe, 0x38, 0x1f, 0xd4, 0x1a, 0x37, 0xf6, 0x3a, 0xdb, 0x20, 0xb2,
+ 0xd9, 0xd7, 0x56, 0x63, 0x42, 0x2e, 0x00, 0xfa, 0xb3, 0x5e, 0x23, 0x91,
+ 0xd7, 0x2c, 0xe5, 0x0b, 0xff, 0xbc, 0xa4, 0xbf, 0xbe, 0xed, 0xd9, 0xc4,
+ 0x5b, 0xf7, 0x90, 0x9a, 0x17, 0x59, 0xf4, 0x51, 0xc2, 0x24, 0x0c, 0x06,
+ 0xa0, 0x94, 0x8a, 0xee, 0xbd, 0x3f, 0x4b, 0x15, 0x47, 0x29, 0x9a, 0xb9,
+ 0x96, 0xa1, 0x44, 0xf5, 0x05, 0x14, 0xd7, 0x88, 0xba, 0xe1, 0x05, 0xbf,
+ 0x4f, 0x0b, 0x1e, 0x51, 0x00, 0x67, 0x08, 0xb3, 0xc8, 0x21, 0xfb, 0x37,
+ 0xaa, 0x25, 0x13, 0x88, 0xe9, 0xb3, 0xe3, 0x27, 0x66, 0x8b, 0x15, 0x42,
+ 0x81, 0xf6, 0x05, 0xee, 0xa7, 0xcb, 0xcd, 0x68, 0xd4, 0xbb, 0x59, 0xf8,
+ 0x44, 0x3e, 0x2c, 0xf8, 0xe1, 0x42, 0x46, 0x5d, 0x07, 0xe2, 0xca, 0x8a,
+ 0x2f, 0x2c, 0x3d, 0x12, 0x57, 0x91, 0xd2, 0xe0, 0x62, 0x86, 0xbd, 0x8e,
+ 0x3d, 0xf3, 0x30, 0xf5, 0xa9, 0x2c, 0x63, 0xb3, 0xf0, 0xb4, 0xf1, 0xa4,
+ 0x92, 0x47, 0xda, 0x32, 0x0e, 0x9c, 0xbc, 0x32, 0x41, 0xdc, 0x35, 0xcf,
+ 0xdf, 0xd1, 0x24, 0xac, 0xdc, 0xf5, 0xae, 0x55, 0x59, 0x43, 0x38, 0xa0,
+ 0x20, 0x28, 0xd2, 0xf5, 0x69, 0xdb, 0xf3, 0x25, 0xce, 0x61, 0x3c, 0xe4,
+ 0x66, 0xb6, 0x38, 0xbd, 0x85, 0xf8, 0xe6, 0xa5, 0xe4, 0x54, 0xf8, 0x88,
+ 0xcd, 0xb0, 0xd6, 0xcb, 0x03, 0x9e, 0x87, 0xa4, 0xae, 0x95, 0x97, 0x2c,
+ 0x2c, 0xd3, 0x11, 0xc1, 0xc4, 0x17, 0xb3, 0xc4, 0xfa, 0xfc, 0xd9, 0x2a,
+ 0x2b, 0x58, 0xe6, 0x16, 0x2f, 0x5e, 0x5d, 0x85, 0xa5, 0xae, 0x9c, 0x47,
+ 0xd3, 0x2e, 0x51, 0xc3, 0x49, 0x4b, 0xfc, 0xe8, 0x62, 0xfa, 0xe3, 0x4a,
+ 0x3f, 0xb0, 0xcc, 0x9e, 0x8b, 0x41, 0xa0, 0x5b, 0xbf, 0x0a, 0x83, 0x66,
+ 0xc8, 0x1d, 0x46, 0x9e, 0xa6, 0xb1, 0x16, 0x1e, 0xea, 0xbf, 0xac, 0x2d,
+ 0x9f, 0xfa, 0x58, 0x1e, 0x68, 0xba, 0xaa, 0xe5, 0xd7, 0x93, 0xed, 0xa5,
+ 0x41, 0xed, 0xed, 0xaf, 0xc4, 0x2b, 0x44, 0xe7, 0x43, 0xac, 0x82, 0x13,
+ 0xda, 0x3a, 0xe3, 0x60, 0xd7, 0x0a, 0x83, 0xfc, 0x56, 0x06, 0x29, 0x57,
+ 0xed, 0xe5, 0x0e, 0xf5, 0x34, 0x1f, 0xbf, 0xff, 0x2c, 0xe2, 0x27, 0xe4,
+ 0x92, 0xd1, 0x23, 0xb9, 0xf7, 0xe2, 0xfe, 0x0e, 0xe3, 0xcf, 0x34, 0xcc,
+ 0x25, 0x4f, 0xb0, 0xb9, 0x98, 0x14, 0x27, 0xac, 0xf2, 0x9d, 0x44, 0x29,
+ 0x04, 0x62, 0x0c, 0x53, 0x4a, 0x61, 0x85, 0x4a, 0x5f, 0xe9, 0x2e, 0xab,
+ 0xd6, 0x34, 0x2b, 0x49, 0x35, 0xdd, 0xa0, 0xbf, 0x49, 0x9b, 0xee, 0x50,
+ 0x65, 0xeb, 0x99, 0x2d, 0xf3, 0x3a, 0x86, 0x26, 0x5c, 0x59, 0x54, 0x2f,
+ 0xfa, 0x97, 0x1e, 0x22, 0xc1, 0x0b, 0xb4, 0x30, 0x97, 0x02, 0x49, 0x22,
+ 0x27, 0xc6, 0xb5, 0x0b, 0xc5, 0xf0, 0x16, 0x22, 0x98, 0xfc, 0xf9, 0xb9,
+ 0x1f, 0xcc, 0xfc, 0x48, 0xd6, 0xcd, 0xe5, 0x14, 0xe4, 0xed, 0x60, 0x90,
+ 0x44, 0x1d, 0xb5, 0xeb, 0xef, 0x09, 0x4f, 0x63, 0xfb, 0xf6, 0x14, 0x28,
+ 0x20, 0x5b, 0x0a, 0xac, 0x74, 0x10, 0x46, 0xea, 0xc0, 0xe0, 0x5a, 0x07,
+ 0xfd, 0xe2, 0x0f, 0x01, 0x1f, 0x22, 0xe4, 0x3b, 0xde, 0x08, 0x57, 0x39,
+ 0x2c, 0x33, 0xa9, 0x9b, 0x1a, 0x4e, 0x0f, 0xdd, 0xa0, 0x9f, 0x4a, 0x26,
+ 0xe7, 0x4d, 0x09, 0xb4, 0x1b, 0x4a, 0xf7, 0xfd, 0x0b, 0xfc, 0x00, 0x38,
+ 0x52, 0x11, 0xad, 0x91, 0x51, 0x0b, 0x41, 0x26, 0xe8, 0x9a, 0xe7, 0xe9,
+ 0x3a, 0x54, 0xec, 0xc8, 0x24, 0xfa, 0x54, 0x30, 0xae, 0x9c, 0x0a, 0xe9,
+ 0x3a, 0x00, 0x93, 0xa4, 0xd7, 0x23, 0x2e, 0xfe, 0xdb, 0xfa, 0x22, 0x06,
+ 0x1b, 0x05, 0x9d, 0x96, 0x1a, 0x09, 0x27, 0xdb, 0xb4, 0xe8, 0xe8, 0xe5,
+ 0xde, 0x17, 0xcc, 0xd8, 0x28, 0x4e, 0x14, 0x51, 0x91, 0xa3, 0x42, 0x12,
+ 0xe9, 0xdc, 0xa9, 0x9e, 0x03, 0xd8, 0x4f, 0x45, 0xea, 0xaa, 0x48, 0xe8,
+ 0x21, 0xf9, 0xcb, 0xd7, 0x23, 0xff, 0xf2, 0x51, 0xe2, 0x08, 0xdb, 0x09,
+ 0x27, 0xe7, 0xaf, 0xbd, 0x54, 0x26, 0xf0, 0x0d, 0xb9, 0xf4, 0x4f, 0x37,
+ 0x44, 0x30, 0xe3, 0xd4, 0xe1, 0x30, 0xec, 0x28, 0xab, 0x9b, 0x23, 0x4e,
+ 0x2b, 0x35, 0xec, 0xfd, 0x06, 0x2d, 0x30, 0x0c, 0xe6, 0xf1, 0xdd, 0xf3,
+ 0x17, 0xfd, 0xd7, 0xc3, 0x23, 0x53, 0xe9, 0xf7, 0xce, 0x93, 0x1d, 0xfb,
+ 0xf9, 0xe0, 0xac, 0xf1, 0xf4, 0x22, 0x07, 0xdd, 0x96, 0x94, 0x30, 0x4b,
+ 0x1e, 0x4f, 0x94, 0xcf, 0x2c, 0x45, 0xdc, 0x2d, 0xc9, 0xf7, 0x51, 0x26,
+ 0x20, 0xf5, 0xd3, 0xb9, 0x48, 0x1b, 0x2b, 0x2e, 0xdf, 0xaa, 0x49, 0xdc,
+ 0x37, 0x34, 0xae, 0xe7, 0x25, 0xd9, 0xe8, 0xf0, 0xcc, 0xdc, 0x4b, 0xf3,
+ 0x4a, 0x15, 0xd5, 0xea, 0x16, 0x44, 0x4c, 0xde, 0xca, 0xc9, 0xf7, 0x23,
+ 0xe1, 0xef, 0xa2, 0xb8, 0xf5, 0x2a, 0xf3, 0x24, 0xde, 0x9c, 0xeb, 0xde,
+ 0x11, 0x2e, 0xe6, 0xac, 0x46, 0x36, 0xfb, 0x3e, 0xc3, 0xd9, 0x20, 0x46,
+ 0x35, 0x26, 0xec, 0x9a, 0x27, 0x53, 0xe1, 0xe5, 0xf5, 0xbf, 0x60, 0xeb,
+ 0xe7, 0x25, 0xd5, 0x90, 0x2e, 0xe0, 0x07, 0x06, 0xb4, 0xf9, 0xf5, 0x32,
+ 0x3e, 0x4a, 0xb9, 0xe0, 0x55, 0x04, 0x08, 0xdb, 0xe3, 0xd2, 0x08, 0xdc,
+ 0x33, 0x33, 0xe5, 0x93, 0x05, 0x40, 0x3c, 0x20, 0x8f, 0x96, 0xea, 0x19,
+ 0xe7, 0x49, 0xd2, 0x81, 0x2d, 0x31, 0xdc, 0x08, 0xb2, 0xb2, 0x39, 0xe8,
+ 0xfb, 0x50, 0xee, 0x00, 0x4c, 0xf4, 0x51, 0x39, 0xc8, 0x99, 0xf4, 0xf7,
+ 0x22, 0x22, 0xb1, 0xa7, 0xe9, 0x39, 0x40, 0x2a, 0xd3, 0xd9, 0xf9, 0x53,
+ 0x0c, 0x40, 0xa3, 0xf9, 0xf9, 0x23, 0x53, 0x23, 0x9c, 0xe3, 0xfd, 0x13,
+ 0x4c, 0x14, 0xd6, 0xb8, 0x07, 0xf6, 0x4a, 0xf8, 0xde, 0x91, 0x11, 0x2d,
+ 0x09, 0x4e, 0x93, 0xa3, 0x46, 0x4e, 0x14, 0x0e, 0x90, 0xfe, 0x4d, 0xe7,
+ 0xe5, 0xfe, 0xf2, 0xf8, 0x2a, 0x43, 0x2a, 0x19, 0xab, 0xab, 0x20, 0x12,
+ 0x11, 0x49, 0xfe, 0xf8, 0x2b, 0x30, 0x16, 0xe6, 0xdb, 0x15, 0xe7, 0x51,
+ 0x4e, 0x05, 0xc7, 0xd4, 0xf6, 0xe5, 0xde, 0x22, 0xbc, 0xd7, 0x35, 0x56,
+ 0xfa, 0x0e, 0x8e, 0xa7, 0x3d, 0xdb, 0x18, 0x21, 0xdd, 0xf1, 0x1a, 0x22,
+ 0x38, 0x15, 0xa1, 0xd7, 0xe8, 0x0c, 0x49, 0xf4, 0xf0, 0x8b, 0x54, 0x3b,
+ 0x0b, 0x31, 0xca, 0x94, 0x31, 0x2c, 0x05, 0xf0, 0xd2, 0xb2, 0x17, 0x1f,
+ 0x29, 0x13, 0xcb, 0xfd, 0x04, 0x14, 0x29, 0x28, 0xcf, 0xd6, 0x0d, 0x01,
+ 0x12, 0x09, 0xb9, 0x90, 0x41, 0x10, 0x31, 0xf1, 0xfd, 0x9a, 0x5d, 0x57,
+ 0x1f, 0x2d, 0xe6, 0xfa, 0x26, 0x49, 0xf2, 0xfe, 0xd8, 0xd9, 0x4e, 0x4a,
+ 0x37, 0x2d, 0xb6, 0xf6, 0x6e, 0x04, 0x1e, 0x2b, 0xd2, 0xba, 0x3b, 0x3d,
+ 0x47, 0xf6, 0xb3, 0xb3, 0x0b, 0x48, 0x40, 0xf4, 0x06, 0xf9, 0x46, 0x41,
+ 0x4a, 0x25, 0xb7, 0xb2, 0xf6, 0x37, 0x26, 0x2f, 0xd1, 0x02, 0x31, 0x42,
+ 0xfe, 0x08, 0x0c, 0xfe, 0xf2, 0x4d, 0x17, 0x47, 0x9a, 0xf9, 0x1b, 0x3b,
+ 0x2f, 0x05, 0xc5, 0xe6, 0x50, 0x55, 0xf5, 0x2f, 0x87, 0xd6, 0xf4, 0x1b,
+ 0x14, 0xe8, 0x95, 0x03, 0x1c, 0xdb, 0x3a, 0x08, 0xa8, 0xec, 0x2b, 0x09,
+ 0xe7, 0x28, 0xb5, 0xe1, 0x44, 0xe7, 0xec, 0x38, 0xf2, 0xc0, 0x3d, 0x37,
+ 0x14, 0xe8, 0x9b, 0xe9, 0xf9, 0x47, 0x38, 0xdb, 0x89, 0xee, 0xe1, 0x2a,
+ 0x36, 0x1e, 0xc8, 0xef, 0xfc, 0xfb, 0x43, 0x39, 0xcf, 0x1d, 0x28, 0xdc,
+ 0xe5, 0x27, 0xcf, 0xc3, 0xee, 0xf9, 0x48, 0xf4, 0xb3, 0xcf, 0x10, 0x1a,
+ 0xfe, 0x37, 0xd6, 0xce, 0x0a, 0x0d, 0x41, 0x1d, 0xf0, 0xf2, 0x4d, 0x0e,
+ 0x17, 0x0a, 0x06, 0xdb, 0x29, 0x2d, 0x25, 0xfe, 0xca, 0xe9, 0x44, 0x40,
+ 0xe3, 0x3b, 0x0d, 0x95, 0x13, 0x56, 0xe7, 0x53, 0xdb, 0x02, 0x45, 0xe9,
+ 0x49, 0x54, 0xe5, 0xde, 0x30, 0x29, 0x19, 0x06, 0xa2, 0x9f, 0x45, 0x42,
+ 0xdb, 0x45, 0xf4, 0x08, 0x5c, 0x1d, 0x2e, 0x42, 0xb2, 0x9d, 0x51, 0x07,
+ 0x0f, 0xfe, 0x00, 0xe4, 0x22, 0x2c, 0x30, 0xf5, 0xfc, 0x0a, 0x64, 0x04,
+ 0x43, 0x3b, 0x11, 0xa5, 0x23, 0x1d, 0x24, 0x3e, 0xac, 0x93, 0x3a, 0x4d,
+ 0x2a, 0xe2, 0xc2, 0x02, 0x01, 0x36, 0xde, 0x5c, 0xb8, 0xff, 0x63, 0x34,
+ 0x27, 0xee, 0x4b, 0x08, 0xfd, 0xf4, 0x61, 0x91, 0xcc, 0xda, 0xb4, 0x86,
+ 0x90, 0xda, 0x46, 0xf8, 0x71, 0x8a, 0x44, 0x2f, 0x35, 0x5f, 0xa5, 0x77,
+ 0x8a, 0xff, 0xcb, 0xa1, 0x39, 0x13, 0x58, 0x09, 0xac, 0x98, 0x6e, 0xb8,
+ 0x4b, 0x34, 0x36, 0x51, 0xed, 0xce, 0x03, 0xc4, 0xb3, 0xb4, 0x36, 0x3e,
+ 0xf9, 0xf1, 0xb3, 0xf9, 0xfe, 0x11, 0xbf, 0xad, 0xc8, 0x63, 0x9a, 0xae,
+ 0x65, 0xc8, 0xea, 0x8e, 0x3e, 0xf7, 0x6c, 0x9d, 0xa4, 0x65, 0x72, 0xfd,
+ 0x1a, 0x66, 0x39, 0x7d, 0x39, 0xa1, 0xb0, 0xf8, 0xdc, 0xbf, 0xdb, 0x01,
+ 0x95, 0xf8, 0xf0, 0xe5, 0x42, 0xbe, 0x93, 0x59, 0x47, 0x43, 0x4d, 0xaf,
+ 0x56, 0x7c, 0xe4, 0x09, 0x90, 0xc1, 0x46, 0x9c, 0xcb, 0x3d, 0x59, 0xf1,
+ 0xeb, 0x21, 0xb8, 0x50, 0xbc, 0x38, 0xd8, 0xed, 0xca, 0x9c, 0x13, 0xea,
+ 0x90, 0x6a, 0x9a, 0x98, 0x2d, 0xb9, 0x16, 0xbd, 0x52, 0x61, 0x8e, 0xb2,
+ 0xf2, 0x5d, 0x56, 0x8a, 0xcb, 0x5f, 0x32, 0xa8, 0x6f, 0xee, 0x44, 0xd0,
+ 0x07, 0xcd, 0xcf, 0xd0, 0x14, 0x9c, 0x38, 0x03, 0xd8, 0x94, 0x0b, 0x79,
+ 0x15, 0x4e, 0xb7, 0x07, 0x8e, 0xce, 0x61, 0xb5, 0xe2, 0xa5, 0xb4, 0x7d,
+ 0x72, 0x09, 0xe0, 0xfb, 0xac, 0xa8, 0xdc, 0xe2, 0x85, 0xa9, 0x71, 0x72,
+ 0xc3, 0x77, 0xa9, 0x7a, 0x0a, 0x78, 0xcf, 0x7b, 0x8b, 0x2b, 0x56, 0x97,
+ 0x47, 0x37, 0x5a, 0x0a, 0x0b, 0x1e, 0xac, 0xc3, 0x26, 0xd9, 0x48, 0xb5,
+ 0xbc, 0xca, 0x6b, 0xbc, 0x57, 0x72, 0x83, 0x01, 0xd5, 0xdd, 0xb2, 0xf1,
+ 0x07, 0x5d, 0xda, 0x35, 0xd2, 0x72, 0x3a, 0x87, 0xc2, 0x28, 0xa4, 0xa4,
+ 0x26, 0x16, 0x51, 0x99, 0x31, 0x6f, 0x75, 0x4b, 0xaa, 0xc0, 0x60, 0x82,
+ 0x65, 0xa3, 0xe8, 0xfd, 0x20, 0xf1, 0xc2, 0x7a, 0x38, 0x99, 0x21, 0xc2,
+ 0x03, 0xbd, 0xde, 0x3f, 0x03, 0x7a, 0x98, 0x29, 0x2b, 0xfe, 0x1d, 0x7e,
+ 0xee, 0xef, 0x5d, 0xb0, 0xf2, 0x33, 0x9e, 0xd9, 0x67, 0x3e, 0x02, 0xa2,
+ 0xa3, 0xde, 0xdd, 0xa9, 0x02, 0x98, 0x2e, 0x0f, 0xfd, 0xaa, 0x2f, 0x60,
+ 0xce, 0xd7, 0x22, 0xd2, 0xad, 0xe5, 0xd9, 0x6f, 0x77, 0x62, 0x27, 0x43,
+ 0x22, 0xce, 0x8d, 0xb7, 0x4a, 0x38, 0x21, 0xdb, 0x35, 0xaa, 0xf9, 0xca,
+ 0x7c, 0xb6, 0xc9, 0x22, 0xcf, 0x3f, 0x13, 0xb9, 0x0d, 0xf3, 0xaf, 0x1d,
+ 0x2a, 0xb9, 0x8c, 0xed, 0x13, 0x83, 0x1b, 0xec, 0xd9, 0xe2, 0xb5, 0x63,
+ 0x16, 0xa0, 0x35, 0x16, 0xd4, 0x72, 0x74, 0x6c, 0x12, 0xa0, 0x86, 0xde,
+ 0x9d, 0x94, 0xd5, 0x24, 0x56, 0x96, 0xc6, 0x15, 0x8a, 0xca, 0x6a, 0x37,
+ 0x69, 0xfc, 0xd6, 0x56, 0xc0, 0x6b, 0x82, 0x86, 0xfd, 0xea, 0x45, 0xab,
+ 0x01, 0x56, 0xe4, 0x4a, 0x01, 0x97, 0x95, 0x89, 0x0c, 0x5f, 0x89, 0x7c,
+ 0x57, 0x30, 0xc1, 0x88, 0x63, 0x31, 0x63, 0xfd, 0x0b, 0x66, 0x18, 0x86,
+ 0x86, 0x32, 0x75, 0xfd, 0xff, 0x3b, 0x43, 0x1a, 0x86, 0x22, 0x9e, 0x3c,
+ 0x40, 0x5f, 0x1a, 0xa0, 0xa7, 0x18, 0xb9, 0x71, 0x55, 0x81, 0x1b, 0x15,
+ 0xe2, 0x9a, 0x6b, 0xc8, 0x54, 0xb7, 0x22, 0xad, 0x16, 0x7f, 0xeb, 0x30,
+ 0x4d, 0x3f, 0xb9, 0xa7, 0xa9, 0x2d, 0xe9, 0x00, 0x14, 0x19, 0x4b, 0x79,
+ 0xec, 0xd9, 0x83, 0xc1, 0xc4, 0xf3, 0xb5, 0x7f, 0x01, 0x47, 0x7c, 0x2e,
+ 0x59, 0x48, 0xfb, 0x9f, 0x19, 0xfe, 0xff, 0x38, 0xb2, 0x91, 0x27, 0x82,
+ 0x14, 0xc9, 0xbe, 0xb6, 0x8b, 0x03, 0x87, 0xc5, 0x2a, 0x71, 0x08, 0x0e,
+ 0xc3, 0x86, 0x15, 0x0d, 0x82, 0x49, 0xc5, 0x1f, 0xce, 0x95, 0x4a, 0x65,
+ 0x10, 0xdb, 0x48, 0xa9, 0xc8, 0x6f, 0xf0, 0x77, 0x5a, 0x05, 0x59, 0xca,
+ 0xbd, 0x4a, 0x47, 0x07, 0x93, 0x2f, 0x79, 0xec, 0x0f, 0xf1, 0x6b, 0x5d,
+ 0xc0, 0xb3, 0xc9, 0xac, 0x16, 0x8f, 0x69, 0x09, 0x6a, 0x94, 0x09, 0x05,
+ 0x03, 0x87, 0x3e, 0xbe, 0x14, 0x84, 0x14, 0x81, 0xf0, 0x5d, 0x7d, 0xa6,
+ 0x56, 0xfb, 0x76, 0x3e, 0x4e, 0x55, 0x17, 0x84, 0xcc, 0x59, 0xe2, 0x30,
+ 0xd3, 0x85, 0xd7, 0x55, 0xd0, 0x6a, 0xb7, 0x17, 0xe5, 0xa4, 0xed, 0x36,
+ 0x85, 0xed, 0x71, 0x20, 0xe1, 0x27, 0xc8, 0xe3, 0x14, 0x41, 0xa4, 0x2f,
+ 0x74, 0x03, 0x49, 0xc2, 0xac, 0x15, 0x47, 0x30, 0x4c, 0xf4, 0x6b, 0x22,
+ 0x33, 0x7b, 0x38, 0xd6, 0xfc, 0xde, 0x48, 0x71, 0x3e, 0x99, 0xb6, 0x26,
+ 0xf8, 0x32, 0x1d, 0xe3, 0x3b, 0x6e, 0xb1, 0x59, 0x87, 0x2b, 0x14, 0xe9,
+ 0x42, 0x5e, 0xda, 0x2a, 0xbb, 0xb2, 0x8a, 0x14, 0x26, 0x92, 0x35, 0x13,
+ 0x1b, 0x07, 0x63, 0xb4, 0xf5, 0x45, 0x0f, 0xe0, 0xe2, 0xb4, 0xd9, 0x74,
+ 0x8f, 0x3b, 0x4f, 0xf6, 0xa7, 0x7b, 0xff, 0xd2, 0x4b, 0xf2, 0x09, 0xb0,
+ 0xae, 0x64, 0xff, 0xd1, 0x1b, 0x8c, 0x70, 0x28, 0x9f, 0xa1, 0x9c, 0x6a,
+ 0x0e, 0xcb, 0xdc, 0xca, 0xbb, 0x7a, 0xfc, 0x92, 0xb8, 0x0c, 0x0c, 0x96,
+ 0x9c, 0xb0, 0xbe, 0xbf, 0x2c, 0xe2, 0x98, 0x04, 0xc3, 0x1f, 0xbf, 0x92,
+ 0x19, 0xe5, 0x30, 0xf3, 0x91, 0xa3, 0x69, 0xbf, 0x6d, 0x0a, 0x32, 0xe6,
+ 0x5f, 0x17, 0x13, 0xca, 0x59, 0x30, 0xb1, 0xbd, 0x4d, 0x3f, 0x85, 0xe9,
+ 0x42, 0x4a, 0x6e, 0xe1, 0x57, 0xc5, 0x91, 0x06, 0xf7, 0xd6, 0xfb, 0xe2,
+ 0x0b, 0xf4, 0xbc, 0x1b, 0xf9, 0x0a, 0x31, 0xdf, 0xc7, 0x1b, 0x1f, 0xe8,
+ 0x13, 0x00, 0xf7, 0x06, 0x11, 0x01, 0x27, 0x22, 0xf2, 0xfd, 0x11, 0xef,
+ 0x1d, 0xf7, 0xba, 0xdd, 0xe1, 0x19, 0x36, 0x23, 0xde, 0x12, 0x0d, 0x29,
+ 0x1b, 0xec, 0xe0, 0xe7, 0x18, 0x0c, 0x33, 0xe0, 0x9c, 0xd8, 0xe2, 0xe5,
+ 0x31, 0x02, 0xa4, 0xea, 0xf7, 0xff, 0x14, 0x13, 0xb3, 0xf5, 0xdb, 0x01,
+ 0x38, 0x2d, 0xae, 0xff, 0xd0, 0xec, 0x05, 0x23, 0xc8, 0xc4, 0x14, 0x16,
+ 0x1c, 0x26, 0x9b, 0x08, 0xfa, 0x14, 0x18, 0xea, 0xbc, 0xd5, 0x0a, 0x2e,
+ 0x16, 0x30, 0x92, 0xbf, 0x0c, 0xfc, 0xde, 0xec, 0xb4, 0xc8, 0xf7, 0x07,
+ 0x08, 0xed, 0x81, 0xc5, 0xe9, 0xec, 0x1c, 0x0b, 0xa0, 0xc8, 0x0d, 0xf7,
+ 0x01, 0xf5, 0xa8, 0xf1, 0x11, 0x07, 0x1b, 0xf4, 0x9b, 0xd0, 0x27, 0x1a,
+ 0x07, 0x14, 0x90, 0xda, 0x27, 0x25, 0x03, 0x1f, 0x85, 0xd1, 0xf6, 0xf5,
+ 0x2b, 0x24, 0x87, 0xd4, 0x32, 0x07, 0x1f, 0x1c, 0xaa, 0xfb, 0xf9, 0xf5,
+ 0xf0, 0x00, 0xca, 0xdf, 0x2c, 0x06, 0xdc, 0x03, 0x97, 0xe3, 0x35, 0x27,
+ 0xd7, 0x2f, 0xb2, 0x20, 0xfe, 0x25, 0x29, 0x10, 0x94, 0x17, 0xeb, 0xe1,
+ 0x14, 0x00, 0xbc, 0xd9, 0x3c, 0xeb, 0xe0, 0x01, 0xc9, 0x23, 0x08, 0x2a,
+ 0xf8, 0x13, 0xc2, 0x22, 0x08, 0xe4, 0x1f, 0x32, 0xaf, 0x26, 0x02, 0x09,
+ 0xfe, 0xf4, 0xda, 0x02, 0x3c, 0x09, 0x0c, 0x0c, 0xb4, 0x05, 0x2e, 0x33,
+ 0xe9, 0x2f, 0xa8, 0xe4, 0x15, 0x27, 0x0c, 0x36, 0xb0, 0xf8, 0xf1, 0x0b,
+ 0xe7, 0xf7, 0xf3, 0x35, 0x17, 0x0e, 0x14, 0x21, 0xea, 0x12, 0x2b, 0x06,
+ 0x08, 0x18, 0xd1, 0xf6, 0xfc, 0x19, 0x04, 0xed, 0xf9, 0x04, 0x2d, 0x03,
+ 0x25, 0x2a, 0xbd, 0x1b, 0x0c, 0xfd, 0xf5, 0x36, 0xe3, 0xf4, 0x23, 0xe6,
+ 0xf5, 0x29, 0xd2, 0x2a, 0x12, 0x19, 0xdd, 0x18, 0xb6, 0x33, 0x1b, 0x0e,
+ 0x02, 0xf2, 0xf0, 0x10, 0x24, 0x1c, 0x1e, 0x0d, 0x07, 0xf5, 0x3a, 0x32,
+ 0x2a, 0x02, 0x01, 0xf2, 0xf8, 0xf4, 0xe3, 0x13, 0xe5, 0x18, 0x2b, 0x2c,
+ 0x1c, 0x37, 0x00, 0xe9, 0x10, 0xef, 0x0f, 0xfe, 0xc9, 0xe2, 0x26, 0x1a,
+ 0x09, 0xf1, 0xc3, 0x1a, 0xea, 0xf0, 0x1b, 0x0c, 0x0c, 0xe8, 0xef, 0x07,
+ 0xfa, 0xed, 0xf2, 0xf9, 0xf8, 0xf2, 0x12, 0x02, 0x08, 0x34, 0x21, 0x29,
+ 0x0d, 0xf4, 0x0f, 0x0d, 0xf0, 0x08, 0x26, 0x07, 0xe3, 0x10, 0xf6, 0xff,
+ 0x0f, 0x24, 0xde, 0xf0, 0xf2, 0xea, 0xfd, 0x32, 0xe3, 0xf0, 0xed, 0xe3,
+ 0x11, 0x31, 0xe1, 0x01, 0x00, 0xe3, 0x0d, 0xf9, 0xcd, 0xed, 0x19, 0x2b,
+ 0xe8, 0x14, 0xf8, 0x17, 0x1c, 0x15, 0xfa, 0x2c, 0x11, 0x2b, 0xe9, 0x13,
+ 0xef, 0x03, 0xe6, 0xfb, 0x2e, 0xe2, 0x15, 0xf6, 0x16, 0x26, 0x14, 0xfe,
+ 0x28, 0x01, 0xe0, 0xed, 0xfd, 0x0f, 0xf1, 0xe0, 0xd0, 0x19, 0xf2, 0x2b,
+ 0x29, 0x30, 0xd5, 0xe6, 0xec, 0x1d, 0x2b, 0xfe, 0xe2, 0x23, 0x0c, 0x07,
+ 0x03, 0xe3, 0xd6, 0xfb, 0xfd, 0x01, 0x14, 0xf8, 0x02, 0x32, 0xf3, 0x05,
+ 0xfd, 0xea, 0x05, 0x02, 0x06, 0xef, 0x26, 0xf4, 0xc2, 0xeb, 0x1a, 0x01,
+ 0xf8, 0x02, 0xcd, 0x13, 0xdd, 0xf1, 0x0d, 0x06, 0x0f, 0x0c, 0xf3, 0x24,
+ 0xe0, 0x2d, 0x0c, 0xfd, 0xf7, 0x0e, 0xfa, 0xf3, 0xf4, 0x33, 0x28, 0xec,
+ 0x1f, 0x0f, 0x07, 0x04, 0xec, 0x08, 0x0f, 0xf8, 0xc2, 0xf6, 0x1d, 0xea,
+ 0x28, 0x30, 0xc3, 0x28, 0xe7, 0x30, 0xe3, 0x1e, 0xec, 0x0d, 0xf8, 0x14,
+ 0x0c, 0x0a, 0xf0, 0x05, 0x16, 0xe0, 0x19, 0x07, 0xe4, 0x2c, 0xfe, 0x23,
+ 0x0e, 0xeb, 0xc7, 0x31, 0x0c, 0x1b, 0x16, 0xec, 0x00, 0xfc, 0x1e, 0x32,
+ 0xfd, 0xf5, 0xc9, 0x2f, 0x2a, 0x0b, 0x22, 0x18, 0xec, 0x0b, 0x12, 0xf2,
+ 0x19, 0x17, 0xe1, 0x32, 0x11, 0x0b, 0xec, 0x13, 0x09, 0x12, 0x07, 0xef,
+ 0xdf, 0x11, 0x08, 0x06, 0xef, 0x1b, 0x2a, 0xfd, 0xdc, 0x2e, 0x10, 0xfe,
+ 0x29, 0xf4, 0xf1, 0xfa, 0x23, 0x20, 0x1d, 0x2b, 0x10, 0x28, 0xfa, 0x10,
+ 0x23, 0xe8, 0xdb, 0x1b, 0x02, 0xfc, 0x18, 0x11, 0xc4, 0xf6, 0x12, 0xee,
+ 0xe1, 0x1e, 0xc8, 0xec, 0xf3, 0x29, 0x03, 0x1a, 0xcd, 0x0d, 0x0c, 0xe6,
+ 0xe1, 0x1a, 0xfc, 0xed, 0x2a, 0x00, 0x0b, 0x0f, 0x17, 0x2f, 0xfb, 0x06,
+ 0xf0, 0x13, 0x0f, 0x0f, 0xee, 0x2e, 0xf2, 0x10, 0xe1, 0x2f, 0x31, 0xef,
+ 0x0b, 0x02, 0xed, 0x14, 0xf4, 0xf4, 0x10, 0x26, 0xc5, 0xf7, 0x19, 0xf2,
+ 0x36, 0x2d, 0x05, 0x25, 0x2c, 0x1c, 0xee, 0x16, 0xd0, 0xf5, 0x21, 0x2c,
+ 0x35, 0x1f, 0xe2, 0x0f, 0x1f, 0xfd, 0x0d, 0x08, 0xb7, 0x26, 0x3a, 0x2c,
+ 0x1f, 0x25, 0xd1, 0x13, 0x0a, 0x01, 0x04, 0x22, 0xde, 0x18, 0xf5, 0x1d,
+ 0x26, 0x23, 0xb3, 0x32, 0x18, 0x14, 0x24, 0x1e, 0x01, 0x00, 0xf1, 0x10,
+ 0xf4, 0x0f, 0xc0, 0x30, 0xf5, 0xf6, 0x3d, 0xf5, 0xc2, 0x19, 0xfc, 0xec,
+ 0xfb, 0xea, 0xae, 0x24, 0x1c, 0x13, 0xf4, 0x11, 0xbc, 0x20, 0xe8, 0x0d,
+ 0x29, 0xf0, 0xf1, 0xd7, 0xe0, 0x08, 0x38, 0x18, 0xde, 0xfd, 0x10, 0xf4,
+ 0x42, 0xf4, 0xe2, 0xe6, 0xeb, 0xef, 0xfc, 0x10, 0xd7, 0x15, 0x0c, 0xf7,
+ 0x1c, 0xd9, 0xe8, 0xba, 0x4f, 0x07, 0x5e, 0xd8, 0x43, 0x23, 0xa4, 0xa4,
+ 0x4c, 0x9f, 0x18, 0x27, 0xf8, 0xdf, 0x47, 0xc1, 0x2f, 0x15, 0xc4, 0x3e,
+ 0xaf, 0x89, 0xc9, 0x86, 0x3b, 0xc0, 0xeb, 0x0d, 0x13, 0xe3, 0x86, 0xdb,
+ 0x89, 0x9d, 0x3b, 0xc7, 0x20, 0x62, 0xe7, 0x67, 0x22, 0x52, 0x44, 0x47,
+ 0x5f, 0x44, 0x23, 0xfe, 0xe5, 0x4b, 0x1c, 0x14, 0xf0, 0x02, 0x5b, 0xf3,
+ 0xe4, 0xb8, 0x28, 0x04, 0x66, 0xe6, 0x9a, 0x18, 0x46, 0x62, 0xa0, 0xf7,
+ 0x3c, 0xb0, 0x10, 0x66, 0xcc, 0x2c, 0xfa, 0x5e, 0x82, 0x26, 0x0d, 0xae,
+ 0x2f, 0xc7, 0x83, 0x15, 0x4e, 0x32, 0xdb, 0xe5, 0x62, 0x92, 0x59, 0xf8,
+ 0xb4, 0x06, 0x5e, 0x37, 0xff, 0xed, 0xf3, 0x93, 0x1c, 0x1d, 0x1c, 0x26,
+ 0x1a, 0x91, 0xba, 0x0d, 0xfc, 0xe5, 0x50, 0x32, 0x45, 0x20, 0x47, 0xd6,
+ 0x34, 0x51, 0x17, 0xd0, 0xd0, 0xd6, 0xd3, 0x11, 0xea, 0x52, 0xdc, 0x07,
+ 0xa4, 0x18, 0xbd, 0xd4, 0xd1, 0xa8, 0x15, 0x0a, 0x17, 0xc8, 0x89, 0xe8,
+ 0x8b, 0x41, 0x49, 0x8e, 0xe3, 0xd7, 0xd7, 0x5d, 0x60, 0x37, 0x06, 0x5d,
+ 0x95, 0x67, 0x1d, 0xc1, 0xa1, 0xb6, 0x0b, 0xa6, 0xeb, 0x0a, 0x0f, 0x93,
+ 0xa6, 0x47, 0xfc, 0x4e, 0x05, 0x44, 0x86, 0xd0, 0x43, 0xbe, 0xeb, 0x55,
+ 0x30, 0x5f, 0x49, 0xfb, 0x16, 0x98, 0xbb, 0x5b, 0xc7, 0xa2, 0x98, 0x35,
+ 0xd8, 0x4b, 0xeb, 0xd3, 0x4d, 0x39, 0xe0, 0x1b, 0xcc, 0x4b, 0x1e, 0x33,
+ 0x23, 0x23, 0x53, 0xce, 0x37, 0x5c, 0x33, 0x60, 0xb3, 0xfa, 0x05, 0x4d,
+ 0x41, 0x17, 0x20, 0x58, 0x26, 0x5d, 0xfa, 0xbc, 0x20, 0xa7, 0x94, 0x9a,
+ 0xab, 0xf4, 0x06, 0xb4, 0xdb, 0xbd, 0xe8, 0xe4, 0x13, 0x4b, 0x61, 0x0b,
+ 0xe7, 0xd0, 0x27, 0xfd, 0x27, 0x19, 0xee, 0xf1, 0x16, 0x59, 0xfe, 0x5a,
+ 0x5f, 0x35, 0x97, 0x8d, 0x16, 0x66, 0x3f, 0xb8, 0x16, 0x4c, 0xc7, 0x04,
+ 0x0d, 0xfb, 0x4e, 0xa1, 0x3a, 0x29, 0xfe, 0xaa, 0x15, 0xb9, 0x23, 0x07,
+ 0x52, 0x5c, 0xfe, 0x4c, 0x8b, 0xb5, 0x5c, 0xba, 0x66, 0xc4, 0xaa, 0xce,
+ 0x90, 0x08, 0xc0, 0x68, 0x39, 0xbc, 0x46, 0x4f, 0x4a, 0x02, 0x2b, 0x2e,
+ 0x97, 0xcc, 0xb7, 0xc6, 0x42, 0x5b, 0x54, 0x18, 0x09, 0xe6, 0x3f, 0x58,
+ 0x4d, 0x61, 0x88, 0x24, 0x05, 0x0b, 0x62, 0x9d, 0xc9, 0x84, 0x39, 0x44,
+ 0xe6, 0x1b, 0x25, 0x25, 0xd7, 0x59, 0x5e, 0x92, 0x04, 0x54, 0xa3, 0xfd,
+ 0x08, 0xbe, 0x60, 0x2a, 0x57, 0x15, 0xd5, 0x8f, 0x9e, 0x22, 0x00, 0x84,
+ 0xb1, 0xe8, 0xa7, 0x50, 0x86, 0xcf, 0xf5, 0x04, 0x31, 0x18, 0xd9, 0xf1,
+ 0xd0, 0xb8, 0xc3, 0xc9, 0xe3, 0x52, 0xee, 0xf8, 0x24, 0x9e, 0xca, 0xbf,
+ 0xab, 0x67, 0xcc, 0xa7, 0x38, 0x81, 0x9b, 0xdc, 0x63, 0x33, 0x04, 0x56,
+ 0x5d, 0x38, 0xb4, 0x65, 0xf0, 0x38, 0x37, 0x08, 0x29, 0x53, 0x8e, 0xaf,
+ 0x65, 0x3b, 0xbb, 0x0a, 0xbd, 0x3d, 0x18, 0x62, 0xe0, 0x23, 0xf1, 0xbc,
+ 0x1b, 0x4f, 0x65, 0x2f, 0xb7, 0xba, 0xcd, 0x9b, 0xb5, 0xcc, 0x4a, 0x93,
+ 0x1c, 0xb8, 0x9a, 0x01, 0x5f, 0x3f, 0x54, 0x33, 0xae, 0x22, 0xd0, 0xbb,
+ 0x45, 0x84, 0x26, 0xad, 0x1c, 0x59, 0x32, 0x47, 0x08, 0xdc, 0x30, 0xd8,
+ 0xb5, 0x40, 0xfe, 0xa3, 0x40, 0x51, 0xe6, 0xcb, 0x67, 0xbc, 0x3d, 0x5b,
+ 0x54, 0x03, 0xd8, 0xa4, 0xbb, 0xdb, 0x49, 0x06, 0xd6, 0xc7, 0xeb, 0x61,
+ 0x08, 0xd8, 0x18, 0x94, 0xbc, 0x26, 0xb2, 0xbe, 0x28, 0x01, 0x34, 0xc4,
+ 0xba, 0x08, 0x54, 0xf9, 0x23, 0xbb, 0x42, 0xfc, 0x9d, 0x2d, 0xfc, 0x24,
+ 0x31, 0xa7, 0x2f, 0xcb, 0x8a, 0x07, 0xf1, 0x44, 0xd1, 0x07, 0xd0, 0xbe,
+ 0x3b, 0x3f, 0x1c, 0x0b, 0x21, 0x86, 0x98, 0xb9, 0x25, 0x97, 0xb4, 0x66,
+ 0xad, 0xe3, 0xe3, 0x17, 0x16, 0x21, 0xa6, 0x20, 0x32, 0x4c, 0xfb, 0xec,
+ 0xf6, 0x81, 0x25, 0xb2, 0xd7, 0x5a, 0xf2, 0x17, 0x12, 0x85, 0x5e, 0x61,
+ 0xf7, 0x65, 0x04, 0x2d, 0x18, 0xb4, 0x1f, 0x48, 0x2f, 0xba, 0x9c, 0xfe,
+ 0x50, 0xcb, 0xa2, 0x9c, 0x51, 0xb4, 0x08, 0x44, 0x4c, 0xf0, 0xd4, 0x83,
+ 0xa1, 0xd5, 0xae, 0xb8, 0x2e, 0x45, 0xb6, 0xf9, 0x42, 0xb8, 0x1f, 0x89,
+ 0x2c, 0x5e, 0x64, 0xfb, 0xd3, 0x20, 0xab, 0x51, 0xa2, 0xb4, 0x9f, 0xa3,
+ 0x8a, 0xdb, 0x8f, 0x46, 0xa2, 0x17, 0x86, 0xa6, 0x87, 0x28, 0xa3, 0xe8,
+ 0x1b, 0xf1, 0xae, 0x39, 0x32, 0x14, 0xa0, 0x5e, 0xe8, 0x92, 0x3e, 0xd2,
+ 0x23, 0x05, 0xf5, 0x24, 0x12, 0xe6, 0xfb, 0x21, 0xe9, 0xf3, 0x10, 0x61,
+ 0x2f, 0xab, 0x88, 0x26, 0x19, 0x47, 0x4a, 0xf3, 0xf3, 0x19, 0xcf, 0x4e,
+ 0x40, 0x85, 0xcf, 0x88, 0x9b, 0x11, 0xe6, 0x3b, 0x4f, 0x3c, 0x4b, 0x4e,
+ 0x23, 0x89, 0xe8, 0x42, 0x0c, 0xf9, 0xfa, 0x8e, 0xb0, 0xa4, 0xac, 0x24,
+ 0x15, 0xb3, 0x97, 0x42, 0xbb, 0x1a, 0x91, 0xd9, 0x23, 0x46, 0xd9, 0x1f,
+ 0xc2, 0xeb, 0xab, 0xb4, 0xe6, 0xa7, 0xc6, 0x54, 0xc9, 0x31, 0xfb, 0x5d,
+ 0xb0, 0x05, 0xd2, 0x93, 0xbf, 0x1d, 0x1f, 0x51, 0xf4, 0x5f, 0xa8, 0x62,
+ 0x97, 0x32, 0xbe, 0xeb, 0x2c, 0x0e, 0x07, 0x46, 0xdd, 0x04, 0x5d, 0x38,
+ 0xc9, 0xbc, 0x21, 0x28, 0xac, 0xd8, 0x90, 0x1f, 0xd6, 0xf4, 0xff, 0xff,
+ 0x04, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x6a, 0xf5, 0xff, 0xff, 0x29, 0xf7, 0xff, 0xff, 0x18, 0xed, 0xff, 0xff,
+ 0xb8, 0xf0, 0xff, 0xff, 0xa1, 0xf5, 0xff, 0xff, 0x63, 0xf5, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1d, 0x09, 0x00, 0x00,
+ 0x7e, 0xf4, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x69, 0xf5, 0xff, 0xff,
+ 0x72, 0xf5, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0xf7, 0xf7, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x1a, 0xf0, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00,
+ 0x95, 0xf0, 0xff, 0xff, 0xa9, 0x18, 0x00, 0x00, 0x07, 0x0b, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x26, 0xf7, 0xff, 0xff, 0x5a, 0xe4, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x27, 0xe7, 0xff, 0xff,
+ 0xb1, 0x08, 0x00, 0x00, 0xe2, 0xf4, 0xff, 0xff, 0xad, 0x12, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0xd9, 0xee, 0xff, 0xff,
+ 0x8b, 0xf5, 0xff, 0xff, 0xc5, 0xf1, 0xff, 0xff, 0xb6, 0x18, 0x00, 0x00,
+ 0xae, 0xf4, 0xff, 0xff, 0xf2, 0x03, 0x00, 0x00, 0x95, 0xeb, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x20, 0xf4, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00,
+ 0x8e, 0xf4, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x7a, 0xf2, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x6a, 0xf5, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x8c, 0xfc, 0xff, 0xff, 0xb4, 0xf7, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x00, 0x54, 0xf1, 0xff, 0xff, 0xfb, 0x1d, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x20, 0x0c, 0x00, 0x00, 0x4f, 0xf0, 0xff, 0xff,
+ 0xe2, 0xf5, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00,
+ 0xed, 0x22, 0x32, 0xe2, 0xce, 0xd5, 0xe9, 0x2b, 0x2e, 0x06, 0xf4, 0x2d,
+ 0xee, 0xce, 0xd0, 0x25, 0xf0, 0x07, 0x24, 0x1b, 0xf2, 0x2f, 0xae, 0x5e,
+ 0x0a, 0xd8, 0x01, 0x07, 0xcf, 0x31, 0xd3, 0x7f, 0xd2, 0x59, 0xdf, 0xfa,
+ 0x27, 0xf8, 0x1b, 0x10, 0x13, 0xfc, 0xaf, 0x03, 0x04, 0x28, 0xf8, 0xe6,
+ 0x1b, 0x35, 0x19, 0x2a, 0x07, 0xc9, 0xd7, 0x20, 0x4b, 0xe9, 0xe5, 0x20,
+ 0x33, 0x25, 0xd3, 0x0b, 0xd0, 0x11, 0x02, 0xfd, 0xfd, 0xfb, 0xe3, 0x0f,
+ 0x2a, 0x26, 0x14, 0xc3, 0x71, 0x10, 0xcd, 0xc8, 0x2b, 0x07, 0xc6, 0xfb,
+ 0x07, 0x32, 0xf0, 0x2d, 0x36, 0x2d, 0xda, 0xe7, 0xc7, 0xd9, 0xd6, 0x22,
+ 0x16, 0x2e, 0xc7, 0x00, 0xe1, 0x10, 0xcd, 0x7f, 0xed, 0x2e, 0xf2, 0xd3,
+ 0x01, 0xfd, 0x23, 0xd5, 0xc5, 0x07, 0xfb, 0xeb, 0xe3, 0x0e, 0xda, 0xed,
+ 0x08, 0xf4, 0xcf, 0x04, 0x4d, 0xf1, 0x65, 0xd8, 0x42, 0x0b, 0xeb, 0x53,
+ 0x4b, 0xda, 0xc4, 0xb3, 0x24, 0x22, 0xfd, 0x74, 0xa1, 0xce, 0xc4, 0x35,
+ 0x3a, 0x34, 0xac, 0x1c, 0xde, 0x1d, 0x29, 0x8f, 0xd3, 0x64, 0xe0, 0xa8,
+ 0x73, 0x92, 0x97, 0x97, 0xf2, 0x32, 0x6a, 0x96, 0xfc, 0xe6, 0xaa, 0xcc,
+ 0x59, 0x9c, 0x81, 0x2d, 0xea, 0xc1, 0xf4, 0x43, 0x9d, 0x43, 0xb7, 0xb3,
+ 0xd6, 0x0e, 0xef, 0xd8, 0x05, 0x28, 0x20, 0x14, 0xb7, 0x1f, 0xc4, 0xb9,
+ 0xe9, 0xbf, 0xdd, 0x3e, 0x39, 0x30, 0x3c, 0xc0, 0x2d, 0x34, 0x28, 0x10,
+ 0xf0, 0x14, 0xba, 0xe3, 0x0d, 0xec, 0x26, 0x46, 0x5f, 0x0a, 0x4d, 0xaa,
+ 0x07, 0x2b, 0x5b, 0x51, 0x36, 0xba, 0x75, 0xd4, 0x0b, 0xc5, 0xd2, 0x0c,
+ 0x31, 0x3e, 0xd6, 0xb9, 0x0e, 0xbf, 0x7f, 0xd3, 0x14, 0xce, 0xf6, 0xd7,
+ 0x05, 0xb9, 0x43, 0x3e, 0x0c, 0x07, 0x3b, 0xd8, 0xe7, 0x2d, 0xf0, 0xc7,
+ 0xde, 0x06, 0xca, 0x1a, 0xcd, 0xdf, 0xe0, 0x3a, 0xe0, 0xe5, 0x3e, 0x0a,
+ 0x2d, 0xc7, 0xf8, 0x25, 0x36, 0xdf, 0xc0, 0x08, 0x07, 0x17, 0x31, 0xc9,
+ 0x23, 0x24, 0x69, 0x2b, 0x23, 0x2e, 0x81, 0xd0, 0x32, 0xd1, 0xc4, 0xa2,
+ 0x21, 0x27, 0xd2, 0xe1, 0xcd, 0x29, 0x32, 0x34, 0x39, 0x16, 0x42, 0xe4,
+ 0x93, 0xdc, 0xe4, 0x16, 0x2b, 0xd2, 0xda, 0x39, 0x39, 0xc5, 0xe4, 0xda,
+ 0xeb, 0x06, 0x3b, 0x0c, 0x07, 0xf3, 0x36, 0x31, 0x11, 0x17, 0xf5, 0x17,
+ 0x01, 0x0b, 0x06, 0x06, 0x1d, 0xfa, 0x26, 0xd7, 0x02, 0x17, 0x1d, 0xff,
+ 0x07, 0xe1, 0xd4, 0xeb, 0x10, 0xf0, 0x0d, 0x1d, 0x19, 0x2a, 0x97, 0xd7,
+ 0x1e, 0xd5, 0xac, 0xc8, 0xf0, 0x23, 0x07, 0x05, 0xe7, 0xfb, 0x1b, 0x0c,
+ 0x27, 0x05, 0x0e, 0x1b, 0xb1, 0xe2, 0xdd, 0x02, 0x1d, 0x20, 0x18, 0x23,
+ 0x06, 0xf5, 0x25, 0x21, 0xd0, 0x1a, 0xfb, 0x0c, 0x30, 0xe3, 0x7f, 0xe2,
+ 0xd9, 0x40, 0xf8, 0xc7, 0xc2, 0x25, 0x0a, 0xd2, 0x10, 0xd0, 0x03, 0xd2,
+ 0xef, 0xd9, 0xfe, 0x26, 0x0f, 0x0f, 0xde, 0xe0, 0xe3, 0xd2, 0xd4, 0x3f,
+ 0xbb, 0x18, 0x78, 0x57, 0x0c, 0x09, 0x31, 0x5b, 0x09, 0x56, 0xe1, 0x26,
+ 0xc7, 0xc7, 0x1e, 0xe3, 0xc6, 0xfa, 0x22, 0x0a, 0x7f, 0xf6, 0x2a, 0xf9,
+ 0xee, 0xff, 0xf6, 0xe1, 0xdf, 0x31, 0x42, 0x00, 0x1c, 0x18, 0xc6, 0x17,
+ 0xeb, 0xfd, 0xc3, 0xe3, 0xd5, 0x00, 0x27, 0x0e, 0x1c, 0xd9, 0xed, 0x01,
+ 0xee, 0xe4, 0xea, 0xe5, 0x25, 0xd3, 0xf7, 0x1a, 0x1b, 0x06, 0x00, 0x18,
+ 0x3c, 0x0b, 0x7f, 0x0d, 0xef, 0xd8, 0xe9, 0xf8, 0x09, 0x19, 0x05, 0xfd,
+ 0xee, 0x9b, 0x23, 0xd4, 0xf5, 0x08, 0x2b, 0x35, 0x1a, 0xf4, 0x15, 0xf5,
+ 0xfd, 0x0d, 0x23, 0xf4, 0xd3, 0xee, 0x27, 0x1e, 0x09, 0xda, 0x2a, 0xf0,
+ 0x48, 0xe1, 0xe0, 0x1e, 0xe0, 0x01, 0xb6, 0xf7, 0x9b, 0xa1, 0x04, 0x00,
+ 0x45, 0x79, 0xd5, 0x40, 0x33, 0x10, 0xf2, 0x67, 0xd4, 0xf0, 0x25, 0x6f,
+ 0x81, 0x4a, 0x18, 0xd6, 0xff, 0x8e, 0x02, 0x3a, 0x59, 0xad, 0x94, 0xc2,
+ 0x04, 0x89, 0x3e, 0x34, 0xf3, 0xe3, 0xf1, 0xd4, 0x14, 0x5e, 0x52, 0x8d,
+ 0x59, 0xf2, 0xc5, 0x33, 0xc5, 0x69, 0x46, 0xe1, 0xdb, 0x1e, 0x88, 0x7a,
+ 0x6b, 0x19, 0x93, 0x21, 0xa9, 0x73, 0x19, 0x79, 0x66, 0x46, 0x09, 0x42,
+ 0xe8, 0xdc, 0x33, 0xe9, 0x33, 0x1f, 0xda, 0x3a, 0xc5, 0xda, 0x1a, 0xea,
+ 0x6f, 0xff, 0x08, 0x39, 0x05, 0xf3, 0x14, 0x11, 0xdb, 0x2a, 0x45, 0x68,
+ 0x28, 0x42, 0xe8, 0xf4, 0x13, 0x42, 0xff, 0x54, 0x18, 0x35, 0xc3, 0x2b,
+ 0xcc, 0xdb, 0xc8, 0x7f, 0xe1, 0xe8, 0xcf, 0x21, 0xf6, 0xe7, 0x20, 0x27,
+ 0x3f, 0x01, 0xbe, 0xfa, 0xe4, 0xc1, 0xdf, 0xc6, 0x2d, 0xdd, 0x27, 0xe0,
+ 0x21, 0x2a, 0xc6, 0xdf, 0x1e, 0xdc, 0x0d, 0xd1, 0x01, 0x2a, 0xd7, 0x24,
+ 0xe0, 0xec, 0xda, 0xe8, 0x02, 0xd7, 0x23, 0xdb, 0xe3, 0x15, 0xfc, 0x08,
+ 0xef, 0x20, 0xa4, 0x29, 0x32, 0xe5, 0x19, 0x0c, 0xd7, 0xf7, 0xf0, 0x06,
+ 0x2f, 0x7a, 0x2d, 0xf6, 0xeb, 0xf9, 0xf5, 0x1b, 0x08, 0x27, 0x0c, 0x28,
+ 0x0a, 0x01, 0x2c, 0xf0, 0xd1, 0xe3, 0x07, 0x18, 0x0e, 0xdb, 0xe6, 0x0a,
+ 0xc9, 0xe3, 0xe8, 0xd7, 0x7f, 0x1c, 0x23, 0xe6, 0xac, 0xc8, 0xdd, 0x97,
+ 0x27, 0x55, 0xcb, 0x1e, 0x92, 0x19, 0xff, 0xdd, 0x9f, 0xa6, 0x4d, 0x72,
+ 0x5d, 0x30, 0x25, 0xb9, 0xdd, 0xe6, 0xc5, 0x81, 0xbc, 0xc6, 0x45, 0xc2,
+ 0xc9, 0x67, 0xe6, 0x85, 0x6a, 0x13, 0xbb, 0xa9, 0xaf, 0xb7, 0x2f, 0xd3,
+ 0xb6, 0x99, 0xaa, 0x96, 0xf6, 0x55, 0x66, 0xf8, 0xd2, 0x00, 0x52, 0xf9,
+ 0x12, 0x46, 0xcc, 0xc6, 0x2d, 0x69, 0x5c, 0x89, 0xff, 0x60, 0x3f, 0x36,
+ 0x32, 0xfc, 0x17, 0x2d, 0xb7, 0x3e, 0x48, 0x06, 0xbf, 0x26, 0x2f, 0x15,
+ 0xe6, 0x2c, 0xe0, 0xff, 0xd8, 0x4b, 0xdd, 0xfc, 0xc3, 0xc8, 0xd9, 0x4b,
+ 0xbc, 0xea, 0x42, 0xf7, 0xda, 0xf6, 0xf7, 0x79, 0x3c, 0x77, 0x32, 0x42,
+ 0xbb, 0x2d, 0xe7, 0x36, 0x23, 0xf2, 0x06, 0x2c, 0x2a, 0xca, 0xda, 0x07,
+ 0x11, 0xbf, 0x10, 0x0f, 0x28, 0x21, 0x11, 0x2d, 0x02, 0x36, 0xed, 0x28,
+ 0x7e, 0xea, 0x81, 0xcb, 0xbb, 0x7b, 0x3f, 0x89, 0xd8, 0x73, 0x5c, 0xaa,
+ 0xae, 0x47, 0x12, 0x6b, 0xff, 0x6f, 0xc2, 0x10, 0x6c, 0x1a, 0xce, 0xf2,
+ 0xa4, 0x97, 0x81, 0xf7, 0x06, 0xfd, 0x2b, 0x88, 0xf0, 0x87, 0x8c, 0x88,
+ 0x68, 0xe1, 0x07, 0x37, 0x3a, 0xca, 0xcf, 0xde, 0x05, 0x91, 0x09, 0x42,
+ 0x08, 0xfc, 0x86, 0x16, 0x5b, 0x4a, 0xcd, 0x99, 0xc0, 0x69, 0xdd, 0x71,
+ 0xfb, 0x74, 0x6e, 0x54, 0xdd, 0x75, 0x28, 0x41, 0x4e, 0xb4, 0xe6, 0x37,
+ 0xe9, 0xed, 0x95, 0xa0, 0xeb, 0x19, 0x28, 0xdf, 0xa9, 0xf7, 0x69, 0x86,
+ 0xf5, 0x4f, 0x6c, 0xfa, 0xb0, 0xb1, 0xac, 0x3e, 0x3c, 0x2f, 0xda, 0xe7,
+ 0x1b, 0x42, 0x8b, 0xb5, 0xa0, 0xf3, 0x9d, 0x7c, 0x48, 0x77, 0x2b, 0xf0,
+ 0xb2, 0x76, 0x0e, 0xc2, 0xa6, 0x44, 0xee, 0xb3, 0x26, 0xaf, 0xaf, 0x21,
+ 0x3e, 0x7b, 0xfd, 0xa8, 0x81, 0x24, 0x75, 0xc3, 0xe9, 0xb2, 0x08, 0xc1,
+ 0x59, 0x34, 0x1d, 0x01, 0x3f, 0xa1, 0x08, 0xf9, 0x57, 0x2e, 0xa5, 0x37,
+ 0x3f, 0x29, 0x2a, 0x90, 0x07, 0x09, 0x4c, 0xeb, 0xf6, 0xc6, 0x05, 0xa7,
+ 0x1f, 0xaa, 0xc7, 0x74, 0x11, 0xea, 0x6d, 0x8e, 0x42, 0x0b, 0x5d, 0xf3,
+ 0xa3, 0x64, 0x13, 0xec, 0xf9, 0xa8, 0x08, 0x0b, 0x81, 0xf8, 0x4a, 0x11,
+ 0xa8, 0x33, 0x2c, 0x8e, 0xc1, 0x95, 0x10, 0xf6, 0x66, 0x65, 0x05, 0xeb,
+ 0xb3, 0xeb, 0xa3, 0x36, 0xe5, 0xd7, 0x1a, 0x01, 0x28, 0x06, 0x2c, 0xd5,
+ 0x35, 0xbb, 0x1a, 0xd3, 0x5b, 0xb8, 0xcb, 0xc9, 0x0d, 0x04, 0x42, 0xd0,
+ 0x45, 0x42, 0x03, 0x5b, 0x52, 0x40, 0xc2, 0xcd, 0x0f, 0x17, 0xcc, 0x53,
+ 0xf9, 0x70, 0xf8, 0xc9, 0xd8, 0x3c, 0x08, 0x54, 0x03, 0x3d, 0x00, 0xcf,
+ 0xc0, 0x0a, 0xbd, 0xec, 0x26, 0x04, 0xba, 0xcc, 0xfd, 0xf0, 0x15, 0xf9,
+ 0x4a, 0xdf, 0x0b, 0x03, 0x7f, 0x09, 0x14, 0xee, 0x22, 0xd3, 0xe5, 0x0d,
+ 0xad, 0x6f, 0x0f, 0x2f, 0x84, 0xef, 0x99, 0xfa, 0x8c, 0xc8, 0x31, 0xde,
+ 0x55, 0x5d, 0xb1, 0x17, 0xba, 0x60, 0x0d, 0x9c, 0x8c, 0x2b, 0xb0, 0x9a,
+ 0xb2, 0xb1, 0x73, 0xab, 0xd2, 0x96, 0x95, 0xd9, 0x52, 0x49, 0xec, 0xf3,
+ 0x58, 0x62, 0xc8, 0x77, 0x9e, 0xa3, 0x4f, 0x46, 0x59, 0x74, 0x00, 0x15,
+ 0x5a, 0x9c, 0x6d, 0xe9, 0xa7, 0x60, 0x27, 0x9a, 0x9f, 0xae, 0x7f, 0x27,
+ 0xe4, 0xed, 0xe6, 0x18, 0x32, 0xf3, 0xcf, 0x1a, 0x0d, 0xd5, 0x0b, 0xfa,
+ 0xe9, 0xdd, 0x13, 0xd6, 0xd7, 0x0f, 0x2b, 0xdd, 0xed, 0x32, 0xe9, 0x45,
+ 0xcf, 0xe8, 0x43, 0x19, 0xc4, 0xc6, 0xf3, 0x7f, 0x01, 0x0f, 0x39, 0xe8,
+ 0x2e, 0xc3, 0xc5, 0x12, 0xd4, 0x10, 0x1f, 0xee, 0x51, 0xd3, 0x14, 0xe7,
+ 0x00, 0x27, 0xdc, 0x0f, 0x15, 0xcf, 0xfc, 0xc6, 0x4e, 0x13, 0xc3, 0x3d,
+ 0xf6, 0x14, 0xa3, 0xcd, 0xde, 0xed, 0x2a, 0xdf, 0x02, 0x0c, 0xec, 0xdc,
+ 0xfe, 0x34, 0x19, 0xe2, 0xe2, 0x11, 0x0a, 0xcf, 0xc5, 0xc6, 0x05, 0x3c,
+ 0x3c, 0xfb, 0xd1, 0x07, 0x24, 0x26, 0xc4, 0x43, 0x41, 0x12, 0xda, 0xa4,
+ 0x0c, 0x50, 0x16, 0xc6, 0x32, 0x0e, 0xc8, 0xf5, 0x42, 0x05, 0x51, 0xe6,
+ 0x38, 0x0d, 0x19, 0xd3, 0xf4, 0xed, 0xc7, 0x32, 0xc9, 0xce, 0x37, 0x07,
+ 0x81, 0x22, 0xee, 0x22, 0x1f, 0xf3, 0x4c, 0x1c, 0x2c, 0xd4, 0x49, 0xca,
+ 0xea, 0x41, 0x11, 0xbc, 0xfc, 0x55, 0xb4, 0xf2, 0x12, 0x48, 0xfb, 0xf4,
+ 0x2c, 0x76, 0x3e, 0xc9, 0xf3, 0x49, 0xac, 0x30, 0xc0, 0xfe, 0xb0, 0xcf,
+ 0xaa, 0x70, 0xe3, 0x4b, 0xac, 0x00, 0x0d, 0xb1, 0x40, 0xe2, 0x59, 0xa8,
+ 0xdb, 0xd1, 0x9b, 0x00, 0xa6, 0x16, 0xcd, 0x86, 0xb2, 0xe5, 0xf3, 0xbd,
+ 0xe9, 0xd7, 0xfd, 0x4d, 0x4c, 0xdf, 0x1f, 0x9d, 0x81, 0xec, 0xdf, 0xda,
+ 0x2b, 0xc8, 0xe9, 0x07, 0xf2, 0x09, 0x08, 0x20, 0xfb, 0xdf, 0x11, 0xf3,
+ 0x22, 0xde, 0xe8, 0xe1, 0x10, 0xe9, 0x20, 0xd7, 0x4f, 0xb8, 0x7d, 0x89,
+ 0xcc, 0xc2, 0xe2, 0x60, 0x23, 0x47, 0x53, 0x81, 0x23, 0xf9, 0xe6, 0xe1,
+ 0xd6, 0xdb, 0xfc, 0xd2, 0x24, 0xcc, 0x78, 0x13, 0x36, 0xfe, 0x2e, 0xc3,
+ 0x49, 0x07, 0xea, 0xbd, 0xca, 0x4a, 0xe5, 0x45, 0x64, 0xe5, 0x29, 0x16,
+ 0xdd, 0xcd, 0xbc, 0x0e, 0x44, 0xdb, 0x4f, 0x1b, 0x39, 0xb9, 0xb7, 0xef,
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+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x40, 0x00, 0x00, 0x00, 0xe5, 0x47, 0x0b, 0x36, 0x38, 0x45, 0x0b, 0x36,
+ 0xd0, 0x5a, 0x0b, 0x36, 0xee, 0x59, 0x0b, 0x36, 0xab, 0xb0, 0x14, 0x36,
+ 0x7f, 0x10, 0x13, 0x36, 0x7e, 0x11, 0x1d, 0x36, 0x18, 0x47, 0x1e, 0x36,
+ 0x4d, 0x93, 0x14, 0x36, 0x70, 0xec, 0x13, 0x36, 0xbe, 0x5f, 0x0b, 0x36,
+ 0x9e, 0x68, 0x0b, 0x36, 0xf6, 0xfc, 0x9d, 0x36, 0x1f, 0xc2, 0x14, 0x36,
+ 0x58, 0x7e, 0x0a, 0x36, 0x8e, 0xab, 0x14, 0x36, 0x1f, 0x3d, 0x15, 0x36,
+ 0x7e, 0x55, 0x0b, 0x36, 0xf9, 0x3d, 0x11, 0x36, 0xde, 0x52, 0x0b, 0x36,
+ 0x66, 0xef, 0x9c, 0x36, 0x92, 0x08, 0x0b, 0x36, 0xc5, 0x05, 0xb0, 0x36,
+ 0x76, 0x9b, 0x87, 0x36, 0x5f, 0x28, 0xe0, 0x36, 0x94, 0x5b, 0x0b, 0x36,
+ 0xe6, 0xf9, 0xbb, 0x36, 0x36, 0x2b, 0x98, 0x36, 0x62, 0x63, 0x0b, 0x36,
+ 0x58, 0x51, 0x0b, 0x36, 0xd5, 0xb8, 0x86, 0x36, 0x49, 0x82, 0xd5, 0x36,
+ 0xad, 0x5e, 0x15, 0x36, 0x64, 0x7c, 0xad, 0x36, 0x46, 0xf5, 0x0a, 0x36,
+ 0xab, 0x54, 0x0b, 0x36, 0x30, 0xb7, 0x1a, 0x36, 0xeb, 0x90, 0x15, 0x36,
+ 0x38, 0x5e, 0x18, 0x36, 0xc1, 0xc8, 0x9b, 0x36, 0xca, 0xb3, 0x14, 0x36,
+ 0x47, 0xf8, 0x19, 0x36, 0x4b, 0x30, 0x9e, 0x36, 0x91, 0x66, 0x0b, 0x36,
+ 0xad, 0x08, 0x9d, 0x36, 0x46, 0xb8, 0x0a, 0x36, 0xef, 0x22, 0x17, 0x36,
+ 0x5f, 0x71, 0x0a, 0x36, 0x34, 0x52, 0x0b, 0x36, 0x92, 0x9a, 0x17, 0x36,
+ 0x6e, 0x40, 0x0b, 0x36, 0xb1, 0xba, 0x14, 0x36, 0xb7, 0x44, 0x0b, 0x36,
+ 0x8e, 0x6a, 0x0b, 0x36, 0x33, 0xa1, 0x0a, 0x36, 0x5e, 0x5b, 0x0b, 0x36,
+ 0xc9, 0xa4, 0xdd, 0x36, 0x3f, 0xd6, 0x12, 0x36, 0x06, 0x2f, 0x0b, 0x36,
+ 0xea, 0x6f, 0x17, 0x36, 0xcc, 0x9f, 0x8c, 0x36, 0x42, 0x68, 0x0b, 0x36,
+ 0x5b, 0x50, 0xd2, 0x36, 0xab, 0x22, 0x1a, 0x36, 0x12, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x34, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x40, 0x00, 0x00, 0x00, 0xc2, 0xfb, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+ 0x14, 0x00, 0x00, 0x00, 0xa8, 0x01, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09, 0xb4, 0x01, 0x00, 0x00, 0xac, 0xfb, 0xff, 0xff,
+ 0x08, 0x00, 0x00, 0x00, 0x0c, 0x01, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x59, 0xeb, 0x94, 0x3b, 0xe3, 0x76, 0x85, 0x3b, 0x2e, 0x80, 0x0b, 0x3b,
+ 0xe0, 0x79, 0x62, 0x3b, 0x66, 0xeb, 0x7d, 0x3b, 0x08, 0xcb, 0xb8, 0x3b,
+ 0xa6, 0x30, 0x79, 0x3b, 0xf6, 0x99, 0xb2, 0x3b, 0x33, 0xa2, 0x02, 0x3b,
+ 0xf2, 0x43, 0x76, 0x3b, 0xd2, 0x2c, 0xae, 0x3b, 0xef, 0x8a, 0x0b, 0x3b,
+ 0xb0, 0xd1, 0x4e, 0x3b, 0x4e, 0x43, 0x00, 0x3b, 0xc6, 0x00, 0xf4, 0x3a,
+ 0x75, 0xce, 0x12, 0x3b, 0x0a, 0x9f, 0x55, 0x3b, 0xaa, 0x0e, 0xff, 0x3a,
+ 0xfe, 0x5a, 0x84, 0x3b, 0xa4, 0xd2, 0x79, 0x3b, 0x0d, 0xff, 0x04, 0x3b,
+ 0xa9, 0x5a, 0x5a, 0x3b, 0x46, 0xdf, 0x3b, 0x3b, 0x38, 0x40, 0x8b, 0x3b,
+ 0x35, 0x53, 0x80, 0x3b, 0x45, 0x3d, 0x27, 0x3b, 0x73, 0xa2, 0x60, 0x3b,
+ 0x52, 0x59, 0xa8, 0x3b, 0xee, 0xee, 0x87, 0x3b, 0xee, 0x1b, 0xdc, 0x3b,
+ 0x1b, 0x91, 0x91, 0x3b, 0xee, 0x85, 0x8c, 0x3b, 0x12, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x33, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x9a, 0xfd, 0xff, 0xff,
+ 0x00, 0x00, 0x00, 0x01, 0x14, 0x00, 0x00, 0x00, 0xa4, 0x01, 0x00, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xb0, 0x01, 0x00, 0x00,
+ 0x84, 0xfd, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x08, 0x01, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0xb1, 0x8c, 0x39, 0x38, 0x0c, 0x4b, 0x26, 0x38, 0x71, 0xd0, 0xad, 0x37,
+ 0x75, 0x17, 0x0d, 0x38, 0x44, 0x30, 0x1e, 0x38, 0x53, 0x3f, 0x66, 0x38,
+ 0xfc, 0x3d, 0x1b, 0x38, 0x5e, 0x88, 0x5e, 0x38, 0x1b, 0xc4, 0xa2, 0x37,
+ 0x8e, 0x6b, 0x19, 0x38, 0x81, 0x04, 0x59, 0x38, 0xd7, 0xdd, 0xad, 0x37,
+ 0x78, 0xd8, 0x00, 0x38, 0xee, 0xcf, 0x9f, 0x37, 0xbd, 0x02, 0x98, 0x37,
+ 0xc2, 0xea, 0xb6, 0x37, 0x4f, 0x15, 0x05, 0x38, 0xb9, 0xe5, 0x9e, 0x37,
+ 0x52, 0xe9, 0x24, 0x38, 0xe7, 0xa2, 0x1b, 0x38, 0xbc, 0xb5, 0xa5, 0x37,
+ 0x22, 0x08, 0x08, 0x38, 0x74, 0x15, 0xea, 0x37, 0xbf, 0x80, 0x2d, 0x38,
+ 0xbe, 0xe3, 0x1f, 0x38, 0x37, 0x60, 0xd0, 0x37, 0xc4, 0xf1, 0x0b, 0x38,
+ 0x22, 0xc2, 0x51, 0x38, 0x8e, 0x5e, 0x29, 0x38, 0x06, 0x20, 0x89, 0x38,
+ 0x59, 0x5f, 0x35, 0x38, 0x93, 0x16, 0x2f, 0x38, 0x12, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x32, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x20, 0x00, 0x00, 0x00, 0x6a, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x01,
+ 0x14, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x09, 0x70, 0x00, 0x00, 0x00, 0x54, 0xff, 0xff, 0xff,
+ 0x08, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+ 0x6c, 0xd2, 0xb2, 0x3b, 0xed, 0x8b, 0xc6, 0x3b, 0x83, 0xaa, 0xd9, 0x3b,
+ 0xe4, 0x76, 0xe4, 0x3b, 0xda, 0x04, 0xc4, 0x3b, 0x12, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x31, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x05, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0x00,
+ 0x1c, 0x00, 0x18, 0x00, 0x17, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x01, 0x20, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x78, 0x00, 0x00, 0x00,
+ 0x0c, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+ 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+ 0x68, 0x49, 0xa5, 0x38, 0xb6, 0x84, 0xb7, 0x38, 0xd2, 0x30, 0xc9, 0x38,
+ 0xf6, 0x2b, 0xd3, 0x38, 0x9d, 0x2e, 0xb5, 0x38, 0x11, 0x00, 0x00, 0x00,
+ 0x74, 0x66, 0x6c, 0x2e, 0x70, 0x73, 0x65, 0x75, 0x64, 0x6f, 0x5f, 0x71,
+ 0x63, 0x6f, 0x6e, 0x73, 0x74, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x16, 0x00, 0x1c, 0x00, 0x18, 0x00,
+ 0x00, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00,
+ 0x08, 0x00, 0x07, 0x00, 0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+ 0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+ 0x01, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0xff, 0xff, 0xff, 0xff, 0xca, 0x02, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+ 0x04, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x73, 0x65, 0x72, 0x76,
+ 0x69, 0x6e, 0x67, 0x5f, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f,
+ 0x6b, 0x65, 0x72, 0x61, 0x73, 0x5f, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72,
+ 0x3a, 0x30, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+ 0xca, 0x02, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
+ 0x38, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+ 0xe0, 0xff, 0xff, 0xff, 0x06, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+ 0x00, 0x00, 0x00, 0x06, 0xf0, 0xff, 0xff, 0xff, 0x19, 0x00, 0x00, 0x00,
+ 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x19, 0x0c, 0x00, 0x10, 0x00,
+ 0x0f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+ 0x09, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
+ 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
+ 0x0c, 0x00, 0x00, 0x00, 0x72, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x72
+};
+const unsigned int g_model_len = 53544;
+
+#endif // MODEL_INT8_H
diff --git a/src/wearable/data_collection/collect_data.py b/src/wearable/data_collection/collect_data.py
new file mode 100644
index 0000000..8f7dbcf
--- /dev/null
+++ b/src/wearable/data_collection/collect_data.py
@@ -0,0 +1,59 @@
+import asyncio
+import struct
+import csv
+import os
+from bleak import BleakClient, BleakScanner
+
+DEVICE_NAME = "CogitoIMU"
+CHAR_UUID = "3ba9f7b5-8e2d-4f12-8338-08e1296dd5ff"
+
+
+exercise = "tricep_extension" # Endre dette til ønsket øvelse (f.eks. "bicep_curl", "rows", "squat", "tricep_extension")
+
+folder = "data\\"
+os.makedirs(folder, exist_ok=True) # lager mappen hvis den ikke finnes
+
+filename = f"{exercise}.csv"
+filepath = os.path.join(folder, filename)
+
+file = open(filepath, "a", newline="")
+writer = csv.writer(file)
+
+
+def notification_handler(sender, data):
+ values = struct.unpack("ffffff", data)
+ row = list(values)
+ writer.writerow(row)
+ print(row)
+
+
+async def main():
+ # Scan for the device
+ print("Scanning for devices...")
+ device = await BleakScanner.find_device_by_name(DEVICE_NAME, timeout=10.0)
+ if device is None:
+ print(f"Device '{DEVICE_NAME}' not found.")
+ return
+
+ async with BleakClient(device) as client:
+ print(f"Connected to {DEVICE_NAME}")
+
+ csv.writer(file).writerow(["aX", "aY", "aZ", "gX", "gY", "gZ"])
+
+ await client.start_notify(CHAR_UUID, notification_handler)
+
+ print("Recording... Press Ctrl+C to stop.")
+
+ try:
+ while True:
+ await asyncio.sleep(1)
+ except KeyboardInterrupt:
+ print("\nStopping recording...")
+
+ await client.stop_notify(CHAR_UUID)
+
+ file.close()
+ print("File saved.")
+
+
+asyncio.run(main())
diff --git a/src/wearable/visualisation/Index.html b/src/wearable/visualisation/Index.html
new file mode 100644
index 0000000..db6e5af
--- /dev/null
+++ b/src/wearable/visualisation/Index.html
@@ -0,0 +1,696 @@
+
+
+
+
+
+GymBro AI — Training Log
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ ✓ Workout saved!
+
+
+
+
+
+
+
+