diff --git a/README.md b/README.md index 7814ba9..1a9b894 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,7 @@ Classical DOA Estimation algorithms implemented in Python. ```bash pip install classical_doa ``` + or install from source ```bash @@ -25,7 +26,7 @@ A sample example of DOA estimation using MUSIC algorithm. import numpy as np from classical_doa import arrays, signals -from classical_doa.algorithm.music import music +from classical_doa.algorithm import music from classical_doa.plot import plot_spatial_spectrum # Create a 8-element ULA with 0.5m spacing @@ -57,44 +58,45 @@ plot_spatial_spectrum( num_signal=2, ) ``` + You will a get a figure like this: ![music_spectrum](pics/music_spectrum.svg) Check `examples` for more examples. -## What's implemented +## What's implemented ### Array Structures -* Uniform Linear Array (ULA) -* Uniform Rectangular Array (URA, to be implemented) -* Uniform Circular Array (UCA) +- Uniform Linear Array (ULA) +- Uniform Rectangular Array (URA, to be implemented) +- Uniform Circular Array (UCA) ### Signal Models -* Narrowband - complex stochastic signal -* Broadband - chirp signal +- Narrowband + complex stochastic signal +- Broadband + chirp signal ### Algorithms -* ULA - - [x] MUSIC - - [x] ESPRIT - - [x] Root-MUSIC - - [x] OMP - - [x] l1-SVD -* URA - - [ ] URA-MUSIC - - [ ] URA-ESPRIT -* UCA - - [x] UCA-RB-MUSIC - - [x] UCA-ESPRIT -* Broadband - - [x] ISSM - - [x] CSSM - - [x] TOPS +- ULA + - [x] MUSIC + - [x] ESPRIT + - [x] Root-MUSIC + - [x] OMP + - [x] l1-SVD +- URA + - [ ] URA-MUSIC + - [ ] URA-ESPRIT +- UCA + - [x] UCA-RB-MUSIC + - [x] UCA-ESPRIT +- Broadband + - [x] ISSM + - [x] CSSM + - [x] TOPS ## License diff --git a/classical_doa/__init__.py b/classical_doa/__init__.py index bac924f..a0289e1 100644 --- a/classical_doa/__init__.py +++ b/classical_doa/__init__.py @@ -1,2 +1,2 @@ -__version__ = "1.0.2" +__version__ = "1.0.3" __author__ = "Qian Xu" diff --git a/classical_doa/algorithm/__init__.py b/classical_doa/algorithm/__init__.py index e69de29..7d8cce3 100644 --- a/classical_doa/algorithm/__init__.py +++ b/classical_doa/algorithm/__init__.py @@ -0,0 +1,4 @@ +from .broadband import * +from .esprit import * +from .music import * +from .sparse import * diff --git a/classical_doa/algorithm/broadband/__init__.py b/classical_doa/algorithm/broadband/__init__.py index e69de29..4395f18 100644 --- a/classical_doa/algorithm/broadband/__init__.py +++ b/classical_doa/algorithm/broadband/__init__.py @@ -0,0 +1,3 @@ +from .cssm import * +from .imusic import * +from .tops import * diff --git a/examples/broadband.ipynb b/examples/broadband.ipynb index 7a91f97..6d67933 100644 --- a/examples/broadband.ipynb +++ b/examples/broadband.ipynb @@ -14,8 +14,9 @@ "metadata": {}, "source": [ "### Import Signal and Array\n", + "\n", "`signal.py` defines some commonly used signal types in DOA estimation. Each signal type is a class that inherits from the base class `Signal`. These classes are used to generate incident signals. \n", - "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array. \n" + "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array.\n" ] }, { @@ -33,7 +34,8 @@ "metadata": {}, "source": [ "### Simulation Parameter Configuration\n", - "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals." + "\n", + "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals.\n" ] }, { @@ -51,7 +53,9 @@ "snr = 0\n", "\n", "num_antennas = 8\n", - "antenna_spacing = 0.5 * (3e8 / max(f1)) # set to half wavelength of highest frequency" + "antenna_spacing = 0.5 * (\n", + " 3e8 / max(f1)\n", + ") # set to half wavelength of highest frequency" ] }, { @@ -59,7 +63,8 @@ "metadata": {}, "source": [ "### Simulation Signal Generation\n", - "Instantiate `Array` and `Signal` and generate simulated data of array received signals." + "\n", + "Instantiate `Array` and `Signal` and generate simulated data of array received signals.\n" ] }, { @@ -87,8 +92,9 @@ "metadata": {}, "source": [ "### Incident Angle Estimation\n", + "\n", "Several classical DOA estimation algorithms are defined in the `algorithm` package, some of which will output the spatial spectrum, and some of which will directly output the estimated incident angle value.\n", - "So we first import two plotting functions, which are used to show the estimation results of these two algorithms." + "So we first import two plotting functions, which are used to show the estimation results of these two algorithms.\n" ] }, { @@ -104,17 +110,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### IMUSIC Alogrithm" + "#### IMUSIC Alogrithm\n" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -124,7 +130,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.imusic import imusic\n", + "from classical_doa.algorithm import imusic\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -151,17 +157,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### CSSM Algorithm" + "#### CSSM Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -171,7 +177,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.cssm import cssm\n", + "from classical_doa.algorithm import cssm\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -199,17 +205,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### TOPS Algorithm" + "#### TOPS Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -219,7 +225,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.tops import tops\n", + "from classical_doa.algorithm import tops\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -260,7 +266,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/broadband_cn.ipynb b/examples/broadband_cn.ipynb index ad636f4..a5ffc47 100644 --- a/examples/broadband_cn.ipynb +++ b/examples/broadband_cn.ipynb @@ -14,8 +14,9 @@ "metadata": {}, "source": [ "### Import Signal 和 Array\n", - "`signal.py`定义了一些常用的信号类型,信号对应的Class都继承自`Signal`基类, 用于产生多个入射信号 \n", - "`array.py`定义了一些常用的阵列结构,所有的阵列对应的Class都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据 " + "\n", + "`signal.py`定义了一些常用的信号类型,信号对应的 Class 都继承自`Signal`基类, 用于产生多个入射信号 \n", + "`array.py`定义了一些常用的阵列结构,所有的阵列对应的 Class 都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据\n" ] }, { @@ -33,7 +34,8 @@ "metadata": {}, "source": [ "### 设定仿真参数\n", - "设定与阵列结构以及信号参数、入射方向有关的仿真参数,产生采样后的阵列接受信号" + "\n", + "设定与阵列结构以及信号参数、入射方向有关的仿真参数,产生采样后的阵列接受信号\n" ] }, { @@ -59,7 +61,8 @@ "metadata": {}, "source": [ "### 生成仿真信号\n", - "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据" + "\n", + "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据\n" ] }, { @@ -87,8 +90,9 @@ "metadata": {}, "source": [ "### 估计入射角\n", - "`algorithm`中定义了几种经典的DOA估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", - "首先import两个和绘图函数,分别用于展示这两种算法的估计结果" + "\n", + "`algorithm`中定义了几种经典的 DOA 估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", + "首先 import 两个和绘图函数,分别用于展示这两种算法的估计结果\n" ] }, { @@ -104,17 +108,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### IMUSIC 算法" + "#### IMUSIC 算法\n" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -124,7 +128,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.imusic import imusic\n", + "from classical_doa.algorithm import imusic\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -151,17 +155,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### CSSM 算法" + "#### CSSM 算法\n" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -171,7 +175,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.cssm import cssm\n", + "from classical_doa.algorithm import cssm\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -199,17 +203,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### TOPS 算法" + "#### TOPS 算法\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -219,7 +223,7 @@ } ], "source": [ - "from classical_doa.algorithm.broadband.tops import tops\n", + "from classical_doa.algorithm import tops\n", "\n", "search_grids = np.arange(-90, 90, 1)\n", "\n", @@ -260,7 +264,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/uca.ipynb b/examples/uca.ipynb index 0f05f6d..eb69ff5 100644 --- a/examples/uca.ipynb +++ b/examples/uca.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 47, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -14,13 +14,14 @@ "metadata": {}, "source": [ "### Import Signal and Array\n", + "\n", "`signal.py` defines some commonly used signal types in DOA estimation. Each signal type is a class that inherits from the base class `Signal`. These classes are used to generate incident signals. \n", - "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array. \n" + "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array.\n" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -33,12 +34,13 @@ "metadata": {}, "source": [ "### Simulation Parameter Configuration\n", - "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals." + "\n", + "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals.\n" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +52,9 @@ "\n", "# array parameters\n", "num_antennas = 15\n", - "antenna_radius = 2 * (3e8 / signal_fre) # set the radius to twice the wavelength\n", + "antenna_radius = 2 * (\n", + " 3e8 / signal_fre\n", + ") # set the radius to twice the wavelength\n", "\n", "# icident angles\n", "angle_incidence = np.array([[30, -100, 90], [30, 30, 60]])\n", @@ -62,12 +66,13 @@ "metadata": {}, "source": [ "### Simulation Signal Generation\n", - "Instantiate `Array` and `Signal` and generate simulated data of array received signals." + "\n", + "Instantiate `Array` and `Signal` and generate simulated data of array received signals.\n" ] }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -85,13 +90,14 @@ "metadata": {}, "source": [ "### Incident Angle Estimation\n", + "\n", "Several classical DOA estimation algorithms are defined in the `algorithm` package, some of which will output the spatial spectrum, and some of which will directly output the estimated incident angle value.\n", - "So we first import two plotting functions, which are used to show the estimation results of these two algorithms." + "So we first import two plotting functions, which are used to show the estimation results of these two algorithms.\n" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -102,17 +108,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### UCA-RB-MUSIC Algorithm" + "#### UCA-RB-MUSIC Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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4PGqiQVZWFunp6bNKPjqdDpfLhV6vVy0fxe2m0+kmJBy8l8jH7XbT09MT8JnBYODvf/87oiiydetWLBYLv/nNb0hOTmbhwoWA3z32xhtvcNVVV2E2m1WrN1ZUVFTg9Xr58Y9/zCWXXMJbb73F448/HvCbRYsWYbfbeeWVV1i3bh0Wi4Vly5bxyU9+kquvvpoHH3yQDRs20N/fzyuvvMLatWu56KKLuPXWW9m+fTs/+MEPuOyyy/jXv/6VcKEFIeFwTmBSKG4zbcBcm3E2GeHYbDbeeustdDod27dvj5poQiEpKYmioiJWrlxJVVUV27Zto6ioiLGxMerr69m5cycHDhygvb2d4eHhWUlnDq7hUchFOX9KgenIyAgOh0NVVzjVC0xffPFFioqKAv6dccYZZGZm8sQTT7B9+3bWrl3Lyy+/zN/+9jc1/vGtb32L9vZ2lixZolq48cC6dev44Q9/yP33389pp53Gs88+y3e/+92A31RVVXHTTTfxsY99jLy8PB544AEAnnrqKa6++mq++MUvsnz5ci6//HLeffddysrKANi2bRtPPPEEjzzyCOvWrePf//43X/va1+I291MBgnyq3/EJRAWtNROc0ux2u3n11Vf54Ac/GBCMlWWZlpYW2traWL58OaWlpSHf5GVZVmM24b7p79u3j5KSEgoKCib9jSzLOJ1OBgcHVetHkiTV3ZaVlUVaWlpcrYuxsTH27NnDOeecM+W8AFXBQDmnobLdtHNzuVy0tbVRXl4eVnp4AgnM53sm4UZLIADh1M6EsmxcLhc1NTV4PB62bt1Kenr6jMxtKgiCQEpKCikpKZSUlCDLMg6HQyWfo0ePAqjEk5WVRUpKSkzkE867mlZQVLuNEgdTiDeYfBLvgQmcSkiQTQIqlJiD4nqaLK03mGz6+/s5ePAgeXl5bNq0aUayxaIhBEEQSE1NJTU1ldLSUmRZZnR0lMHBQaxWK62treh0uoA0a4vFMitp1hBIPso/t9utko/SmkGr6fZeivkkcGohQTYJBKT1hiOgqXwniiLNzc10dnayatUqiouLZ3yesUAQBNLT00lPT2fhwoVIkqSST39/P83NzRgMhoAC09nQ45qqlw/4XwKUDCmtqKXydwIJnAxIkM17HNP1nQkFxeLZu3cv4A+qpqTMrATKTCyqOp2OjIwMMjIyWLRoEaIoMjIywuDgIN3d3TQ2NmI2mwMsn9nwg2sTDpS/FWhJSPvbBPkkMN+RIJv3MILbNYe7UCnprOnp6axatSqqVOPp6m1CYaZjGHq9XrVoYFzdYGhoaFJpHZidBT54DOVcaMknVNfTBPkkMF+QIJv3IJTamSNHjpCXl0dqampYi5Ioihw6dEglm4qKilmpaYG5WTT1ej05OTlqSq7P55sgrZOcnIwkSfT395OZmRlRBXwsCEU+WgLS/iZBPgnMByTI5j0Grdvs2LFjpKenB+hLTYbR0VFqamowGAxs376dN954Y9azpeY6OyuUtE5PTw9HjhyhtbUVh8NBamqqavXMlrQOTE4+brcbQRAwmUwJ8klgTpEgm/cQlNoZbRLAdAu4Vql54cKFVFRUhL1tPDEfF0Wj0Uh2djY6nY6tW7fidrtVy+fIkSO4XC5VWicrK4uMjIxZtwS1skKhLJ9g0pmP5zmBUwMJsnkPILh2RiGL6WRngpWatbIhs002MPeWzXQwm80UFBSohacul0ut8Tl06BAej4eMjAw12SAjI2PWVKMns3xCJRtof58gnwTihQTZnOIIrp0JXlAmk3MJVmoObucbjj5aPHEyLnqKtE5RURGyLDM2NqZaPsePH8fn85GRkaFaPmlpaTNCPqHOXTTkczJeg0hxzz338Pzzz1NdXT3XU+Hss89m/fr1PPzww3M9lbggoY12ikLbrlmSJNWS0S4YoQhDUWp+5513KC0tZfPmzSH7xk9FVDOF+WrZhLMIC4KAxWJhwYIFrF69mu3bt3P66aeTl5enxsN27txJTU0NHR0djI6OzjqZB6dRK/VXSp2PKIoTikwnQ09PD7fddhsVFRUkJSVRUFDA9u3beeyxx3A6nbNxSHHHPffcM+E8hTpvkeK1115DEASGhobiO+F5hoRlcwoiuHZmsgch2BWmVWrevHnzlAKaiZhNbAglrWO321VNt7a2NgwGA4WFhXi9XlXcczbnp0Uklk9rayvbt28nMzOT++67jzVr1mA2m6mtreXnP/85xcXFXHrppSHHVY51PuKOO+7gpptuUv8+/fTTp2xf7fF4Ju06+15EwrI5xaDobfl8vpDWjBY6nU61TiJVap4LspmPlk285iQIAmlpaZSVlbF27Vre9773sXLlSgRBQBRFnE4ndrudsbEx1VoNCx4PdHcHftbd7f88wvmFa/ncfPPNGAwG9u7dy0c/+lFWrlzJ4sWLueyyy3jhhRe45JJLAvb72GOPcemll5KSksJ3vvMdAB577DGWLFmCyWRi+fLl/PrXv1a3aW9vRxCEAFfX0NAQgiDw2muvAePWwiuvvMLmzZuxWCxUVVXR2NgYcFzf+973KCgoIC0tjeuvvx6XyzXpOUhNTaWwsFD9p21fXVhYyFVXXcUtt9zC5z//eXJzcznvvPOmnWt7e7sq4pqVlYUgCFx77bXqbyVJ4ktf+hLZ2dkUFhZyzz33RHLZ5hUSZHOKQEkC8Hg8YRdpKq6w5uZm9u3bx5IlS1i/fn1Yb5bxWPznI3nMF+h0OlJTUzEYDCQlJZGamkpycjI6nQ6fz4fD4VDJRxuTC4DHg/m//xvzjh3Q0eH/rKMD3VlnofvYxyImHC0mI5/+/n5eeuklbr75ZpKSkkK63YLvy3vuuYcrrriC2tpaPvWpT/GXv/yF2267jS9+8YvU1dXxmc98huuuu45XX3014nl+9atf5cEHH2Tv3r0YDAY+9alPqd/98Y9/5J577uG+++5j7969FBUV8dOf/jTKM+LHr371K0wmU8heOaFQWlrK//7v/wLQ2NhId3c3jzzySMD+UlJSePvtt3nggQf41re+xUsvvRTTHOcKCTfaKYBoJGfA/9bU3t4OELFScyxkI8syvb29GI1GMjMzwwqKz1fLZragyNdoxTsVa8Lr9eJyuRAEIaBdgc5qRd/QgK69HXnHDqSnnkJ33XUIra3IAFYrFBXFbX4ALS0tyLLMsmXLAtxuhYWFqtXw2c9+lvvvv1/d5hOf+ATXXXeduq+Pf/zjXHvttXz2s58F4Pbbb2fPnj384Ac/mLKVQyh85zvf4ayzzgLgrrvu4qKLLsLlcpGUlMTDDz/M9ddfz/XXXw/At7/9bV5++eUprZvpsHTpUrUHDqA+X5NBr9eTnZ0NQH5+PpmZmQHfr127lm984xvqvh999FFeeeUVPvCBD0Q9x7lCwrI5ySGKotqMazq3mRb9/f0MDg5iMBioqqqKuCVAtIu/2+1m3759NDc3q83OqqurwwqKv5fJJhgKsZjNZiwWC6mpqSQlJSEIAh6PB4fDgSM9Hfvf/oZUXo7Q2or+rLP8RLN4MdLLL8eNaCabn/bfrl272Lt3L6tWrcLlcqlECbBp06aAa3vo0CG2b98esL/t27dz6NChiOexdu1a9f+LThxvX1+fOs7WrVsDfl9ZWRnxGFps2rQppu2DoZ0/+I9Bmf/JhoRlc5JCcZsdPnyYoqKisCVnJEmiqamJzs5O0tPTKSgoiKrKPRqysdls1NTUkJWVxdatWxEEgbGxMbUWpa2tDZ1Op9ahZGdnk5ycPO/TbufD3BTyUQhIsXxcpaU4H3uM1PPPV3/r/cUv0JWWMhOzrqioQBCECbGRJUuWAKjXE8ZfHgwGA6IoTnDJTQbFEtb+RukmGwytS1jZ90xmUQYL0kYy11AIdmnPRRZovJCwbE5CKLUzPp+P7u5utef9dHA6nbz99ttYrVYqKytJSUmJ2lqIpM5G6eCpxIXWrl2LwWBAEAS114wSFF+7di1paWn09fXx9ttvs2vXLhoaGtTYxHzDfLW2VJdaVxeWm28O+M7wqU/hOHRoRlpU5+TksGPHDn7605/icDimnF/w4q8kHKxYsYI333xTTTiQZZm33nqLVatWAaitors1iQ/R1MWsXLmSt99+O+CzPXv2RLyfqRDOXJWMNcXSO1WRsGxOImj7zmhbC4ezUHR3d1NfX8+CBQtYvny52oI42rekcLf1eDwcPHgQp9OpxoUmm28oyf/h4WG12dnw8DBWq1W1emZT+PKkRHc3losu8sdsFi9WYza61lbSL78c98svI+bn43K5kGVZ7RQaqkV1JHj00Uc588wz2bp1K3fffTdr1qxBp9Oxd+9eGhsb2bhxY8Dvgy3XO+64g6uuuor169dz7rnn8ve//53nnnuOf/3rX0iSRFJSEtu2beN73/se5eXl9PX18bWvfS3ied52221ce+21bN68me3bt/Pss89SX1/P4sWLozruUEhOTp52rgsXLkQQBP7+979z4YUXkpycTGpqatzmMF+QIJuTBJO1a55u0dcqNa9Zs0aVUoHYVADCcaMNDg5SXV1NZmYmlZWVERODEjzNzs7G4/FgMBjIzMxkcHCQlpYWnE6nqj2WnZ09q9pjJwVychBXrQJBQH75ZSgrQ3r5ZXQ7dsDq1RgLCzGeeKtW0pd9Pp/6MqOQjsFgiKgFxZIlS9i7dy/f+973+OpXv8qxY8cwm82sXLmS22+/nZuDLK1gXHbZZTz00EP88Ic/5Pbbb6e8vJxf/OIXnHXWWeq9/vOf/5xPf/rTbNq0ieXLl3P//fdz3nnnRXR6Pvaxj9HS0sKXvvQlXC4XV155JTfffDP/+te/ItrPdHjyySe5/vrr1bk+8MADfPCDH1S/Ly4u5pvf/CZ33XUX1113HVdffTVPP/10XOcwHyDI89UPkIAKbd8ZxZpRsGvXLpYsWRJAIgrsdjvV1dUYDAbWrVs3oetkQ0MDer2e5cuXRzynt99+m9LSUhYsWDDhO1mWaWtro6WlhWXLllFWVhawUCnZc4ogaDg4fPgwJpMp4K3T7Xar8R6bzaZqjynkM1PyL1qMjo5y4MABzjzzzLjv2+Px0NPTw6JFi6Ju2uYYHMRst2MoLR3/sLsbcnJgioJDSZLw+XxqID8W8pkKSk2YxWIJe5vJlqzgVOz5EEubbbhcLtra2igvL5+VRn+RIGHZzGMoQV6lF32oB1xbmKndrquri0OHDgUoNQcjVjdaqIdeUSGw2+1s2bKFjIyMkNtGsxAEj2c2m9WCOkV7TCGfY8eOIUkSmZmZZGdnk5WVRUpKyowsQPN6UTOZJmadhZGFptPpAqrfteSjyM0oxKNNyY4GkZ6/UOoGyn8TXUznLxJkM08Rbu1MMNlMpdQcattog5KhyGZwcJCamhoyMjKoqqqKazwlnAJVi8WCxWKhuLg4QP7FZrPR2tqKTqdTRS+VTLcEwkMw+SgWj8/nw+12A6jEo1g+s4VwyCeUrE6CfGYXCbKZh1AkZyazZrTQWifDw8PU1NSQnJwcUqk5GDqdLuoMLy3JKeKdzc3NLF26VA14xhuReHwV+RdFAkaSJEZGRhgcHKSnp4empibMZnMA+USjY/Ve9UIr1ozJZFITV5SYotKwLdjtFgozcf4m03XTjpcgn9lHgmzmERS3mRKgDccvriz67e3tHDlyhCVLllBeXh7WgxNLVb6yrVa88/TTT59QAR0vxLoQKPU7mZmZlJeXI4qiKvff0dFBQ0MDKSkpAZlus9VlcyYxG2QYSt1gMvJRrB8t+cz0Ip8gn/mBk/9pOkUQreQMQEdHB6IoTqvUHIxYYzZOp5Ndu3aRnp5OVVXVjCvcxnPh1Ov15OTkkJOTA/gL7ZR4T3CXzezsbNLT0xOZbmFiKmkdbcsLg8EwJ5ZhuOQTTDoJ8okNCbKZB9BaM5EEz202G1arVVW0jXSxjzb1WZZlnE4nfX19LFu2jEWLFsUc5I337yOF0WgkPz+f/Px8ILDLZn19fUCjMyXTbbYWn1grxud6kZxM3UCJ+ciyjMPhCHC7zeacJyMf7bMhSZJq6c5n8pnP6gIJsplDKA/ZwMAABQUFYRONUpHf1tZGWloaubm5UVkV0bjRvF4vtbW1OBwOSkpKKC8vj3hciNxKmW2ZjuAum06nUyWfjhMKypmZmWqSgfKiEE8YjUYEQaCnp4fc3Fz170igqEvMV6tMa8m73W5VJVqn06lFpvFKs45ljm63OyChJNjymWviUVza/f39E5I55gsSZDNHUGpnRkdHVX2zcOByuTh48CAul4utW7eqC180CJU2PRWUVtGpqank5+fPuzz+mYIgTGx0Njo6yuDgIP39/Xi9Xt56662AZIN4nBtBECgsLMRms3H8+PGo9uF2uzEajbOaHRYJvF6vavko0PbJUeRqFPJR/s0mlGd1uoQbLeHMFflYLBbKysrm5fVOkM0sQys5I0kSer0+7AW/v7+fgwcPkpeXx8aNG9W3vpmWnJFlmY6ODpqamqioqGDRokXU1dW9Z5unCYJAeno66enpZGZmcvDgQVavXs3g4CDHjx+nsbGRpKSkgGSDaN80FfeeohMWKfbu3cvKlSsnCETOFzQ3N5OUlERhYeGkv/F4PAwPDzMyMsLIyAgej4fU1FT1GqSmps6o5TY0NER7ezvr16+f8J3ibtP27NHpdAFZeMEJETOFuXBBRoIE2cwiQiUBhEM2WqXmVatWUVxcrH4XC9mEE7Pxer3U1dUxNDQUkIAwnxb/uYYgCKpVs3jxYnw+n5rp1tbWhsPhIDU1NUBWJ5JMt+A3/0jg8/kwGo3z0q0CqMoEU83PZDKRmpqq3vfa4t2enh68Xi/p6enqNUhPT4/r4q64ycI5h1ryUeJSoiiqMSu119A8tDxmGgmymSVoJWe0PujpyMLpdFJTU4MkSVRWVk4Q6BMEIa6FmVoodTsWi4Xt27cHPGyxkFw0OJnIzWAwkJubqxbUejwetbi0sbERt9utLo5KpttMLT4zEUuKJ5TMtEiQnJxMcnIyCxYsCKkcIYqi2qYiKyuL1NTUmM6v8syGA4WYtK0FlGdfqWnTJkzMd2sknkiQzQxjOskZxboItSiEUmoORiximpMRhizLdHZ20tjYyOLFi1m8ePGEuc3F4n+ykE0wTCYTBQUFqn6ddnGsra0NWByzs7PD7k0UDk4GsomFCEIpRzgcDvX8Hj16FFmWycrKUs9xpOc3ljkGJ2doyUdJ3nivkE+CbGYQ4dTOKDexEr+BcaXm3t7eCUrNwYg1ZhO8gCtyN4ODg2zatEltWRvOtjOJ+fzwxfpmrl0c29vbA9xy2gZy0WC+E7QS/I8XBMHfI0npk6SVLQrVoC8rKwuLxTLl+dU+m/GY33Tko7jXjUZjzO0e5hMSZDNDUGpnppOcCSYbrVJzVVXVtPpd8UwQGBkZobq6muTkZKqqqqbMvok1FTkeQpynAoIXR0mS1Ey3vr4+mpubMRqNAeQzXVaUFieDZTOT8wslW6TNJGxubsZgMARYPsHkHokbLZr5hUM+v/zlL9m+ffuENtYnExJkE2cE952ZrkZAuYl9Ph+9vb3TKjUHI5ZFX+vCm85tFmrchGUTfwKcqoHcsWPHOHToEBaLJawGcsFSLPMRsbrRIkXw+ZUkieHhYYaGhujt7aWpqQmTyaSSe1ZWVlwtm+mgJR/l+kmSxO9+9zsKCwsTZJOAH9qUZgiv2Et50BoaGhgeHp5WqTnU9rHom4miyMGDB7HZbGzcuFGVbwln21gW2r6+PtxuNzk5OWHXpJyKls100DaQW7JkCV6vV810m66B3MlANvF2o0UKrRK4opmnkHtXVxeHDx9Ws+V6e3vJysqatcw+5brp9XocDse8TV8PFwmyiQNCtWsO9wEfHh4G/CnG4Sg1ByMWN5rL5cLtduPxeKZ1m8VrXFEUaWhooK+vj+TkZJqamkhOTp72TX0+L5izCaPRSF5entrbXttA7tChQwEN5JReQvP53M20Gy1SaMkd/B6H+vp6PB4PHR0d1NfXk5KSEhDzmenW5EpcLy0tbUbHmWkkyCZGBCcBRCI5c/ToUY4cOYJOp2PlypUREw1Et+grzdUaGhrQ6XRs3rw5Kq2ySC0Np9PJgQMH0Ov1bNu2Ta0xGhoaUnvOhHpT16aRJhCIqRrIdXZ2An6rWVlAZ6qBXLSYa8tmOhgMBkwmE2lpaSxevDjAsmxra6Ourk6toVLiPjOhFu50OieUPZxsSJBNDFCsmZ07d7J27dqQXSlDQSvLv3nzZqqrq+OevjwZfD4fDQ0NDAwMsGLFCo4cORLV4hMp2fT29lJbW0txcTHLly9XSTq4JsXtdmOz2QIEMDMzM9Xx5lvAez7NJzgNWLk3MzMzAzKx5lMDuflm2YSCNq4UbFkqNVSDg4M0NzczNjZGWlqaavlkZmbGJd6TcKO9RxFcO6NUCYcDm80W0M3SZDLFPX15MoyOjlJdXY3ZbKaqqkp1+83kuJIkceTIETo6OlizZo0qS6Ko/QbDbDYHCGAqacFdXV04nU7efPNNtc1zvDTITnWUlpaqwfCZaCAXC2Y7QSAaTJUgEFxDpXVrBhfwKuoGkZKPKIqMjY0lLJv3GqKVnNEqNS9btoyysrKwVQSmQrjbKplMixYtYsmSJeh0OpUso0E4ZON2u6mursbr9YZUPwhnDCUtGPxtp8vKyrDZbHR3d9PY2BgQ78nKyjolGp7FC8EJAvOxgdzJQDaRpD5r3ZoQWMB7/PjxgFYVWVlZpKWlTbtvu90OkIjZvJcwWe3MdAt+sFJzenp6wPczSTbagHxwplusmWxTbatYcDk5OWzatCnmRUs518piCX7rSHmQW1paVBeGQjzaeM97EdNlo03VQE7rElIWRm2mWzznON+vUSyEGFzAq7SqGBoaorOzE0mSJpBP8PVyOp0ACcvmvQBt7Uyods16vX5SN1oopeZgzBTZKAWiRqOR7du3T3A5TSWVMx0mIxtZlmlra6OlpYXly5dTWlo6Yz55g8EQ4D9XGp4pkvzBMjDzLTg+04j0RWKqBnINDQ0z0kDuZIjZiKIYF5IN1aoiWFoHCMh0S0lJweFwYDabY35he+ONN/j+97/Pvn376O7u5i9/+QuXX375lNu89tpr3H777dTX11NaWsrXvvY1rr322qjGT5DNNFB6qU8nORO84E+l1ByMmYjZKNlmUxWIKscRDdmEmrPSWG1kZIQtW7aEnTARDsJx2wU3PHM4HGqyQVtbG3q9Xl0oI63EPxkRaRp+MMJtIKec0+lkX0LN71S3bKZCKGkdRd3AZrPR0tLCrbfeSm5uLjqdjsbGRlasWBH19XQ4HKxbt45PfepTfOhDH5r2921tbVx00UXcdNNNPPvss7zyyivccMMNFBUVcd5550U8foJsJkEktTPBls10Ss3BiKdlo9VVW79+vfrWHwrK8UTzMAUv/orUTUpKSlQtquMN7YOsyJQEF+slJyerLrdo4z3zKRstGPFMFZ+qgdzAwAAtLS2q7Eu4yRva/i/zGbOlIKDtk7Rw4UJEUeThhx/m17/+NbW1tWzcuJGsrCzOOecc/ud//idkf52pcMEFF3DBBReE/fvHH3+c8vJyHnzwQQBWrlzJm2++yUMPPZQgm3ghWHJmurdD7YLf09NDXV3dlErNU20fKbTbRqOrBtEtSlqyUZIPwpW6iQaxKhZoU3619RLKG+TY2Nisyf7PFmaSCIMXRi2Zh9tATqu0MZ8xk9poU0Gv1/P+978fr9dLfX091dXV7Nmzh1dffXVWyG/37t3s2LEj4LPzzjuPz3/+81HtL0E2QdD2ndH2pZgKOp1OvSG6u7unVWoOtX2sZHP8+HHq6+spKytj6dKlYeuqQfRkI0kStbW19Pf3RyyzM9dCnMH1Ei6XS3W51dbWIkkSmZmZquVzMsZ7ZtPqCiZzbQO59vZ27Hb7hAZyCcsmPCg1NmazmbPOOouzzjprVsbt6emZsI4VFBQwMjLC2NhYxDVaCbI5gen6zkwFSZLo7OxUm4xFehFiIRvF733o0CHWrVunBnfDHReIamyPx4Pdbken01FVVTXj9S4zvWgmJSWxYMGCANl/m82G1WpVXUTa+p6TJd4zVwQ5WQM5bf2J4l4eHh4mMzNz3pLOXKdnK0R9siNBNoTXd2ay7bq6uujr6yM9PZ0tW7ZEdVPqdLqoum06HA4OHDgAwLZt2yKuMI7Wsunt7aWxsRG9Xh/1MUeD2ZKrmSzeY7PZ1HiPorw807pYsWA+xZNCNZDr7e1ldHSU+vr6GW0gFwuU2O1cWjZOpxOLxTLr4xYWFtLb2xvwWW9vL+np6VEpT7znyUaSJPr6+khJScFoNIZ9gysCfVarlfz8fMxmc9SLbjSWjbaLp91uj/pNO5IWBVo1gIULF9LX1xdTB8N4/v7et+7luP04n9/8eZbnLI9qTpNB6yICAuI9x48fx+12s2/fPtXymS/xnvlENsFITk4mPz+f9vZ2zjjjjBltIBcLlGdjLq+nw+GYE8umsrKSf/zjHwGfvfTSS1RWVka1v/cs2ShuM6/Xy/79+9m8eXPYGVTDw8PU1NSQnJzM9u3b6ejowO12Rz2XSMhGFEUaGxs5fvw4a9asITc3l46Ojph72kyHYDUAt9tNT09PVGNGi6nmmWfJQ0DApJ/5LDhtvCc3N5fGxkaKioqw2WwcO3YMSZICFspIU4LjhflMNjBeYzPTDeRigdbbMVeIlxvNbrfT3Nys/t3W1kZ1dTXZ2dmUlZXx5S9/ma6uLp555hkAbrrpJh599FG+9KUv8alPfYr//Oc//PGPf+SFF16Iavz3JNkEu83CkZtRtlOUmrWZV7HEXABVOmY6OJ1OqqurEQSBqqoqLBaLOu5Myt2EUgPweDwxu7UiWQin++1NG26KaS6xQKfTBcR7lDbEwfEexfKZrYUyHLLpGu3iQO8B8ix5bF0wu425JouFxLOBXDzmqMxprhAvEc69e/dyzjnnqH/ffvvtAFxzzTU8/fTTdHd3q/VTAOXl5bzwwgt84Qtf4JFHHqGkpIRf/OIXUaU9w3uQbEJJzkylAKAgWKlZcanA1AoC4SCcBV9JqVZUk5WbP5aMMmX7ybaVZZn29naam5snqAHMdqdOZT7zHcFtiEVRZGRkBJvNRmdnp6o/phDPTOqPhXO+dnXt4vp/XM/ZZWfz1w//dUbmMRnCLeicqoFca2ur2uslVAO5WKGkPc+lheh0OikqKop5P2efffaU98TTTz8dchslLhwr3jNkM1W75ukW+1BKzVrEatlMZVlJksThw4c5fvw4p512mirwpyBWy2qymM10agDzrS300eGjuHwuitOKSTXNn8wdRbUgKytLXSiV2MSRI0dwuVykp6eri2k4wozhIpzF/MPLP8zlSy9HkqO/f6NFtFI1kTSQi/WcznVyAMxdzCbeeE+QTXC75uAbbzLLZCqlZi2izSbTbh9qwVfcZoDqNotk+3DHDiYNRQ3AYrFMqgYw3yyb//rbf1HTV8P/XvG/fKD8A7M4q8jcgcH6Y4oqcHC8R7F8Yon3hHN9BEHAqJ+bjLp4pRRP1UBOOafRauTNddozJMjmpIBWcmaq2plQZDOdUnPw9rHGbIK3V5qNLViwgBUrVkx5w0eSURZqW+2iFK4aQCyK0dFgusVBJ5xQQ2D+u9q0CFYFttvt2Gw2+vv7AwLj0cR75nuCwEzoogU3kNPG0KJpIDdX6gFaJMhmniOS2plgy6S/v5/a2lpyc3MnVWoO3j5eZCNJEo2NjXR1dYV0m022faydPpVWBOGqAcRCcNEg7GZts+wOirf+mBLvUbSxlMB4NPGecMjm5faX+W39b9m6YCuf2fCZuB1LOJgNxefgGFqkDeQSbrT44ZQkG63kTDjBPcUyiUSpWYt4udHGxsaorq5WBTzDzUCJNWbjcrnYs2cPer0+bDWAWNxoSr3OwMCAGquItffMyWrZTIVQgXHF5dbU1ITb7Z4yNhEO2RyxHeHPjX9GRp4TspltqyHSBnIej2deWDYne0toOMXIJlrJGb1ej8vl4u233w5bqTl4+1gtG7fbza5duygsLGTFihURvU3FQjaKSnRpaWlAltt0iJZsPB4P1dXVuN1uSkpKGB4epr6+Hp/PFyD/HxyrmG48lWxOgoy1aBEq3qPouXV2dgIE6LmFQzY+yZ8wY9DN/lIwH9x80zWQczqd6PV6WlpaZqyB3FRQpJNO9i6dcAqRTbSSM+DPZunu7qakpCRspWYtYlnsFRFNp9PJunXrokpxjGbhV6wLp9PJwoULWbly5YyPOTQ0RHV1NZmZmaxfvx5JklS/+mRaZMq/aefDiXYJc5BVNVdITk6muLhYPYdKIaQS71GegZ6engnuIQVzSTbzIfgejGBCb2tro6+vD7fbPWMN5KbDXMnVxBunBNlM1q45nO0OHz6MzWYjOzubVatWRTV+tHU2Y2Nj1NTU4Ha7SU5OjjqXPlKy06oBKDLxkSLSxmudnZ0cPnyYiooKFi1ahCzLeDwedV9aLTIlVmGz2VTXRnJyMl6vF5vNFlK0cS4tm7l+O1fmENwLpa2tjd7eXjXeo1VdzszMRK/X45P9ZGPUzX5G2snQOE2v12OxWFi1atWMNJALBwnLZh5AeSMeHR1VF6BwL7S290tJSUncs8mmg9IuuqCggIqKCurr62dl/GA1gAMHDkTdYgCmJxvFTdfX18fGjRtVd8VUY2pjFeB3vXV2dnLs2DH17VIb0E1JSeHK5VeyuWgz5ZnlER/LqQi9Xk9KSgoWi4UNGzaEVF3OyMhgwDbg/70w+0Hw+WjZBEObIDATDeSmg8/nC1DIPplx0pKNkgSguF2qqqoiUmo+dOiQ2vulvb2d0dHRqOeixGzCecvXilmuXr2aBQsWMDQ0NONkN5kaQLRZZeEoF4yNjXHgwAFVXifaB89kMpGdnU1fXx/btm3D6XRis9mw2Wy0trZiMBh4X/b7uGz5ZWRnTO9yiyfmc4xIez8Gqy4rb+jOo04A+nr6qK2tnVXhy9nIRosVU6U+x6OB3HSw2+0ACctmLhDcrtlgMKiNzqaDVqlZm94bj2wymD5N0uVyUVNTo4pZKm8rsaZOTxc/mUoNINq06em6fA4MDFBTU0NhYSErV66Myxussngqb5eKaKPictO6i7RZbnOdujpXmOrlR6lFycnNgTYozC8kLS2N/v5+jhw5ohK8kmwwE22+TzbLZjpE0kAuXKkih8MBkMhGm20EJwEIgqCSzXQIVmrWFsfFQ9sM/G9Bk92YitssPz+fVatWBfxuphQIYHo1gFgtm+BtZVmmra2NlpYWVq5cSUlJScT7nmq8YCgPuM/sw5hnpEJfgcfuwWazcejQIbxer5qhFWn1+MmOcCztL1d+mc+f/nmMeiMpxhRV+FJZJI8ePUp9fb1K4MoiGQ8CPxliNqIoRi3yOVUDOSV1XWlFrmS6BZ8Ph8NBcnLyKfHCdNKQzWS1M9MRhaLU3NTUxJIlS0JWxceauqzcCKH2IUkSzc3NHD16dNLanXgWhWoRjhpAtJZNKDeaz+ejtraW4eHhkHpqsWKqeX7qhU/xeufr/PLCX/KRFR+hoKBADegGu9y0WW4z8cY+XxDOdTUbzJgNgaoEwenAyiJps9k4fPiwqj2m1XOLhsBPBjdaPK2vUA3kFPI5fvw4Pp9vgqyO3W6P2wvST37yE77//e/T09PDunXr+PGPf8yWLVtC/vbpp5/muuuuC/jMbDbjcrmiHn/ek810tTNTkY1Wqfn0008PUGrWIlbLZrLYx2Rus2Bo3XDRdvrUjq0E5Xt7e6dVA4i2XiaYbOx2OwcOHCApKWlSPbVYELZcjeZYZsvlNl8XzHjVsWgXSUV7TKnvUTKytJI64cZ7TgbLZiYVBIKlirQN5FpaWrj55pspKChAFEWamppYtmxZ1NfzD3/4A7fffjuPP/44W7du5eGHH+a8886jsbFx0lby6enpNDY2qn/Hei/Na7IJp3ZGr9ercRztjTudUrMWsbqxQu1jYGCAgwcPkpubq/aAmQxayyiah09LGE6nkwMHDqDX69m+ffu0QflorSot2fT09FBbW8vChQtZunTpjC2+U5LiiSGnqrPR+tSXLFkS8MYercvtZEkQmAy/bfgte7r2cNGSizhv8fR9SrTaY9qMLJvNRm9vb4D8y3TxnvkgBTMdZksbLbiBnM/n4/HHH+eJJ56gqamJdevWkZeXx/vf/36++tWvsmzZsoj2/8Mf/pAbb7xRtVYef/xxXnjhBZ588knuuuuuSecUjlxWuJi3ZBNu7Yxysyo3RbhKzcH7iFXnS5uR1tzcTHt7e9gxC61lEw0UwlDEO4N73kyFWNWbW1pa6OnpYe3atap7YCYw3TVUijojkasJfmM/1Vxu4ZDNrmO7eKbuGRZmLAyLbIKhzcjSxntsNtuEeE+w9XiqJQjEEwaDgXPOOQer1Upvby+vv/46u3bt4pVXXon4PvR4POzbt48vf/nL6mc6nY4dO3awe/fuSbez2+1qlt3GjRu57777WL16dfTHFPWWMwRt3xnFzJ7qgdGSjSiKYSs1B+8jHpaNy+VSaxi2bdsWdrpirGQjCAIDAwO0t7dz2mmnRVQcGm2CgNIG22azRaTjFgvCkquJUhvtVMxyi0iuRojPUhAq3qO43BTrUanA93g8874yfq5Vn5UMtuTkZM4991zOPffciPcxMDCAKIoTXgYLCgo4fPhwyG2WL1/Ok08+ydq1axkeHuYHP/gBVVVV1NfXR530M6/IRpIkfD5fRJIzSvMwJWUzXKVmLeJBNgC1tbXk5eVFPH4s9S5ut5u+vr6oNN0gugQBRXZGEATWrl07K0QTtmUTJ7dWuC43k8mEKIrzQucrFKabk1fyAqDXzQxxmkymCb1mFOtxcHCQoaEhRkdHVRKfSu5/LjDXrr65kqqprKyksrJS/buqqoqVK1fys5/9jHvvvTeqfc4LsgmunVEW33CgLNCHDh1i9erVYSs1a6G4oaJZMBS3ncvloqysjJUrV0a16EQTO1HiUkrVcjRVxoIghE20sizT2dlJY2MjS5cuVfW3ZgNzLcQ5mcutp6cHp9PJW2+9Ne9cbuHcz6Lkv/azoY0WHO+prq4mJSUFg8EQEO/R1vdEm3YcL8y1qy8e7QVyc3PR6/X09vYGfN7b2xt2TMZoNLJhwwaam5ujnseck01wu+ZIiMbpdFJTU4Msy5x22mlREQ2MJxlESjZut5uDBw8yNjamFmtF+3YbCdkEqwG4XC5VZyyaccNZoLX9bjZt2kR2djatra0xLe4KgcTDIvhA+QcoTiumIqsi5n1NB63LzWw2c/ToUSoqKuadyy0SN9pcaKOBv1hxwYIFAXL/NpuN9vZ26urqSEtLU5MN5uI8zrUbLR5kYzKZ2LRpE6+88gqXX3454CfRV155hVtuuSWsfYiiSG1tLRdeeGHU85hTstHWzijusHDR09NDXV0dCxYswOv1xvQmGZxkEA4UqyIrK4sNGzawf//+WdFXC6UG0NLSElO8Z7ptlfbUwbIzsSYXREI004316fWfjnoesUA5hnhnucVzblNBEeKcK9Xn4DIGbbzH7XZPOI/a+p7U1NRZkdSZSzdavBqn3X777VxzzTVs3ryZLVu28PDDD+NwONTstKuvvpri4mK++93vAvCtb32Lbdu2UVFRwdDQEN///vc5evQoN9xwQ9RzmBOyibbvDIwrNXd3d6udLHft2hU3BYDpzHZZlmltbaW1tTVAY2wmVQAUTKYGEEtR6HSWjSI7U1RUNKE9daxkc6piqiy3tra2AKHRSFs9R4L53s9mOheV2WwOiPcoem6K5RNJe+doMR8sm3BabEyHj33sY/T393P33XfT09PD+vXrefHFF9WkgY6OjoDjHBwc5MYbb6Snp4esrCw2bdrErl27olbGhzkiGyVOEE62mRaKUrPSUVIJnMVDbiacN3yPx8PBgwdxOp0Tst3i0UBtqmOYSg0glkV/sm21pDqZ8sFsks10Y9k9dtyiG4vBQrJx/gSZ5zLLLRyy+fn5P8flc5FujrzNRKyIpKgzWHFZkqQJ9T1a0ct4xHuUWPKpYNkA3HLLLZO6zV577bWAvx966CEeeuihuIyrYM7caJG8LYRSatZuH64+2lSYjrC0brOqqqoJ2WbxkJwJtZiGowYQa1vo4G0VV93o6OiUKeTzybK56cWb+GvzX/nhuT/khnXRm/ozjeAsN6VHz0y43MJZzLOTZ1clW4tY5Gp0Oh0ZGRlkZGRQXl4eIHrZ1tamxnsU4omGxJXnYq4tm1NB8RnmkGzCvckmU2rWIh6py5PtQyssOVWRaDysq+BFX1ED0Ol0VFVVTeomiKcbbXR0lAMHDmCxWKisrJxWeSHWYthwMR2xhdPyYKYQS9zAaDSG5XJT3tgjcbnN13RsBfGUqwkWvdTGe5QeSFrdsXDiPfOBbE6VLp0wD7LRpsJUSs1azBTZKNpqdrt9WmHJeFg22vEjUQOIlWyUbbu7u6mrq2PRokVUVFSEVeMU7eLu9Xrp6upSq89jXRSV1OfZbgsdT3KbyuWmuFEjUV8Oh2we3fcox0aPcc1p17AyN7LW4LFiJtOKQ8V7lNoebbxHq+cWan7AnLvREpZNjJjqIVCUmo8cOTKlYrGCeCkAaBfswcHBAG216fy/8VJu1jZXC1cNIB5utMOHD3Ps2DHWrVs3qTBfqG2jWWxHRkZU/ba2tjYEQQioUQn1UjGtZROFXM18RyiX2+DgIFarlcOHD6vZWTk5OWqdlfY5CYds/nz4z+zv3c/ZZWfPCdnMhuUVisSVeE93d7fa5EwhHiXeo2TJzqV1qKg+nwqYd5aNVql58+bNkyo1axFPy0Zbw7J06VIWLlwY1s2m1+tVCZdooNPp8Hg8vPvuu9OqRAcjFgvD5/MxMjKijjnZjX10+CivHX2N3ORcLlp6UdTjKtbT4sWLKS4uDhByVOJy2oC50u5bwWQLqNpfZ5Ytm9mE0WgkPz+f/Pz8CdlZistNeVtXMpjmczbaXKk+TxbvUc5jXV0d6enparxsrgo7lWucsGxmADabjYMHD5Kenh6RTL1er4+6qFG7D7fbzf79+9WWBJmZmWFvH6tl4/P5aG1tJT8/f1qV6HiNPTQ0pKoAbNu2bcoxa3pr+Mw/PsO24m1RkY0kSTQ1NXHs2DHWr19Pbm4uHo8HQRDIzMwkMzOTxYsXqzUqVquVhoYGRFEkMzNTdWFOSjanoGUzFUJlZyktiRXSNhgMpKSkkJaWNqnLbT6nPs8WQsV7lCw3SZJ444031KSNUBbkTMLhcJwSMRtJkuaHG02bZhuuUrMW8bBsRFGkubmZrKwstm/fHnHaZLR1NoolNTQ0RG5uLmvXro34Ro6UbLSyM4WFhYyMjExLbspipCxOED7ZeDweampqcLvdqvU02XbBNSoOhwObzUZ/fz8Ae/bsIScnR33wlXnPtFzNfEdwS2Kv16uqa2hdbsEFkWpRZ5yEOCPBfG2eZjabKSoqIikpCYfDwfr16wOSNnQ6XUDSxnRtPGJBImYTR7hcrqiUmrWIhWyU+NDw8DD5+fls2LAhqgcgmjobrRpAXl5e1B0PIxHxFEWR+vp6BgYG2LRpE6IoMjw8PO12ipyJlmzCLUQ9cOAA6enpbNiwIWKBUqXHR2FhIW+++SZLly5Vm0uNjY2pC+iGnA3oVupYlh1Zn49YMV8zvoxGI2azmczMTEpKSgIEMNvb21WXm9vjd/3OtmWjyEPNB8tmMoiiqFqH2njPyMhIQLwnOTlZJZ7MzMy46bl5PB68Xu8pQTY6nW5uyaa/v5/a2tqolJq10Ov1qrZaJNAu9rm5uWRkZMyKthlMVANobm6eMRUABYrsjJJKnZSUxMDAQFjbritYx5+v/DOZSZnqZ9NZNtr4zHRJHuEiOzubvLw8gIAF9DTXaaxNXUu2M5vu7u6I04RPRWhFbbUCmNoF0+X1t/ltPNRIjjNHXTBnOgNLuW/mM9mEcvPpdDrV7QsExHuUF6BgPbdoj9HhcACcEgkCoijOHdkMDg5SXV09aXV6JIjGshkeHqa6uprU1FSqqqpoamqKyRUXyRyUNNby8nKWLFmiyt3EI315MvT393Pw4MEJsjPhjpufks/FSy8O+Gwq9YGmpiY6Ozsjym6bCqGIKjk5meLiYoqLiwMW0OA04ZycnJge+pMVk70IaBdMvVEPbigtLkUURRobG/F4PDOuQabcc/PRKlQQjnrAZPEem81GfX09Pp8vQFInkiJdu90OnBpkM6eWTVZWFmeccUZc9IwiWei1adUVFRUsWrQIQRBmpCgzGFOpAeh0Orxeb9zHnk52Jt5SN0p8xuVyxbWp2nRFmxISSalJlKaVTkg0qK+vVxMNlHjPqRB0nQ7huPj+fdW/cfvclKaXkmRImtBzRqlJmS41PZq5wfy2bKLRRVPiPUVFRWrMUZsxGEm8x+FwkJKSMq/PUbgQBGFuEwTiJZwXLlF4vV7q6uoYGhqakFat1+ujXuxherIJVk4OPvZ4S85AeLIz4Y5rHbPyYsuLmPVmPrzyw+q4weoD+/fvJy0tjcrKyqjdotHgtpdu49f1v+bu7Xdzx9Y7QiYaWK1Wtcme2WwOmWhwKiEcsilLL1P/32q1cvrpp/Pqq6+ycOHCCS43JcstJSUlIDU9GpfbTFg2yvx37twZs7cEYld81sYcg+M9x48fnxDvCb4PlRqb+Wz9RYKTnzIJj2yGh4dVdejt27dPqN+J1bKZavu+vj527dpFVlYWW7duDUmy8ZCcCV74d+/erXbwjFXfrGO4g+v/fj13/ufOkNt2d3ezZ88eiouLI04ECAfTWTZTtYVWHvqFCxeyYcMGzjzzTJYtW4YgCLS0tLBz5072799Pe3s7IyMjp0xGW6TJCz/4wQ+46KKLWLhwofqZTqfjhRde4JOf/CQXXHABN9xwA08//bTqcnvjjTf485//zNlnn01eXh4rV67k4YcfnnasYCmYvr4+brrpJpYtW0ZBQQFXXHHFhEZdTz31FBdeeCHFxcWkp6czNDQU8H1OTg4f//jHue+++8I+5qkQb8VnxX25ePFiNm/ezPve9z7Vja7ch3v37qW1tZU33niDwcHBuFngP/nJT1i0aBFJSUls3bqVd955Z8rf/+lPf2LFihUkJSWxZs0a/vGPf8Q0/pzGbOLJ1lMt9No03yVLllBeXh5y7JloERCJGkCsZAPji0sksjPhZrIp2Upecdz6U7ZtbGyMa3wmGkSijabX6wP87Fq30dGjRwPcRjk5OVPWe83XbDQIb273vnUvMjI3rLqBX//61zz33HMB3z/66KP8+Mc/5t5772Xz5s04nU46OjpYsWIFsizT19fHtm3b2LRpEw8++CAdHR185zvfAeDmm2+e1OWmzUSTZZmPf/zjGI1Gfve735Gens6jjz7KZZddxjvvvKO6Yp1OJzt27GDHjh3cc889Iff7X//1X5x55pnce++9MUvzz3QdkMFgIC8vT014cblcDA4O0t3dzdVXX83o6Cgmk4mHH36YHTt2cNppp0V1r/3hD3/g9ttv5/HHH2fr1q08/PDDnHfeeTQ2NoZ8Xnft2sXHP/5xvvvd73LxxRfz29/+lssvv5z9+/dz2mmnRXWser1+brPR4qUabDAYQrZ19vl81NXVMTg4qHaXnAyxtggIJjy32011dXXYagDxIBufz0dLSwtdXV1hL/zhZrKFSn1W1LgFQWDbtm0RS6FHcv3DtWyiURA4lRMNplucHtn7CB7RQ3F3MSaTiS1btqjfDQ4Ocu+99/KHP/yBs88+W/1cWXAEQeBvf/sboijy29/+FoPBwMjICP39/TzxxBOsW7cOi8US0uWmrbFpbm7m3Xff5e2332blSr9kzkMPPURFRQV//vOfueaaawD43Oc+B8DOnTsnPZ6VK1dSVFTE3//+d66++uoIz1YgZru9QFJSkhrvaW1t5f777+fZZ5/lpZde4mtf+xppaWm8/PLLES/4P/zhD7nxxhvVRmmPP/44L7zwAk8++SR33XXXhN8/8sgjnH/++fzP//wPAPfeey8vvfQSjz76KI8//njUx3fyPDVTQNtpU8HIyAi7du3C6/VSVVU17VtOPBMEbDYbu3btIikpKexFONaYDcD+/fuxWq1UVlbGXd9MLeo8UQQ4OjqqFlpGIq0zU4iXgoDW1XH66adzxhlnUFZWhsfjob6+np07d3Lw4EGOHTuG0+mMx9RnDJE0T9u/dz/r168P+O7VV19FkiSOHz/O5s2bWbFiBddccw3Hjh1Tf/POO++wfft2TCaTeu6uvPJKOjs7Oe2009R2z4rL7cCBAxw9ehS73a7OTVH/0FpBOp0Os9nM7t27Iz7ujRs3smvXroi3C8ZcNk7T6XQUFhZSUVHBP/7xDwYHB/njH//IkiVLItqPx+Nh37597NixI2DfO3bsmPTc7t69O+D3AOedd15U10KLUyIqqiUbvV6vus0iqe+IF9m0trbS0tIS0MUz3O2jHX9kZATwP6ybN2+OWOpGifdMNVetG01x06WkpJCTkzMrwfXpLJuZ0kYzmUwB6sHBiQYGgwGdTkd/f/+8SzSY7ppKsqSer+6u7glu3vb2diRJ4sEHH+T+++8nPT2db3/721x22WXs3r0bk8lEb28vixYtCthOedGx2WwsX75c1XLTuittNhuSJFFfX09aWholJSV885vf5OGHHyYlJYWf/OQndHV10dPTE/FxFxUVcfDgwYi3C4YkSTG1m48VSjYa+O/DM888M+J9DAwMIIqi2pFTQUFBAYcPHw65TU9PT8jfR3MttDgl3GhK4Zrb7ebw4cPYbDY2btyo9jIPB7HGbJTj6OjoiFhXTRk/UstGG48CWL58ecSLnXYRD5ds6uvrWbduHQMDAxGNNZNQLZsZDO5rs4sWLlyIKIq0tLTQ398/QdEgJydnVjW0QmHKa+rxIA30qn+6nW7yU0TweODEAitJEl6vlwceeIBzzz0XgCeffJKKigreeOONCW+/UyG4sFTpM5OcnExfXx9f+MIX+MlPfsLChQvR6/WcffbZfOADH4jqeiYnJ8fF6pwPLaHn2mMQL8iyfGpYNkpR5P79+0lJSaGqqiriWoBYYjaKJAvAli1bosogiZRsFNkZq9XK5s2beffdd6N6MJWHadpg6AkeFmVRdQ1ardZZbQsNk5PJ2vy1XFpxKctzls/KfMB/z6SmpuJwONiwYUNMiQYzgUnJxuMh6eqr8TTWwX/7P1qWZOGO//s/koaGcD3zDJyw6ABWrFihbpqbm0tOTo7qSisoKKCvry9g98rfU7lyZVnGYDCo3od169Zx2WWX0dHRQV9fH8nJydx1112sXbuW0dHRiIh7cHAwZJPFSHEqtITOzc1Fr9fT29sb8Hlvb696fYNRWFgY0e/DwZzW2cQLsixz7NgxRFGkqKiI1atXR61tFo1lowSRFy1aREtLS9RvQpGQjdLBU6/XU1lZSVJSUkT6aFqEk8U1OjrKoepD3LPmHhYvXKya9nPRFnqy8a5Zcw3XrLlmVucCgQt6qEQDq9UakGig1PbMRqLBpC5Hmw19QwNid4f62b2736bQ4UBqaECw2ZALC9m6dSsAR44cUetWbDYbVquV0tJSwP9y9a1vfQuv16tqgr366qssXbp0yvYgwbpowe0T6uvraWxs5MYbb2T//v0BxD1dPVxDQwNnnHFGGGdoaswHyybWomiTycSmTZt45ZVXuPzyywE/ib7yyivccsstIbeprKzklVde4fOf/7z62UsvvURlZWVMczmpycbn89HQ0MDAwIBauRut2yJSsgmlBtDa2hq1dRSuZTWV7Eyslk0o9PT0UFtbS3l5OTuW7Ag4v9ESXLSYrynGoaCVhFmyZAkejydAxkQUxYDeMzOhaDCZZSMXFuJ84QU8V5wPdAKQZxuiBUj67W9JP/EGu3TpUi666CLuvPNOfvSjH5GWlsY999zDsmXL1PjBRz7yEb73ve/xuc99ji984Qs0NDTw2GOP8d3vfnfKuQUrPv/lL38hNzeXkpISGhoauPPOO7n44ou54YYbVOJuamqitraWmpoaAP79739TVFTEypUrVUtGKZ7+xje+Eevpm/MWCA6HIy6lBLfffjvXXHMNmzdvZsuWLTz88MM4HA41O+3qq6+muLhYvWa33XYbZ511Fg8++CAXXXQRv//979m7dy8///nPY5rHnMdsosXo6CjV1dWYzWaqqqrYt2/fjMvNKJhMDWAm9c1kWaalpYW2tjZWr17NggULop6/FpNZNrIsqzVCa9eunRAwVMaMRXUhGpysBZfBiQZ2u11tnXDkyBG1U2Q8FQ2mitnIpaWYfvxzDv73BQiLDOglH/ctX87ad97hU5rU2p/97Gd8+ctf5iMf+QiCIHDGGWfw3HPPqVZMRkYGzz//PF/84hc588wzycnJ4c4771QXMvCnKl900UXU1taqBaPBC3lPTw9f+cpX6Ovro7CwkKuuuoo77/QXECvE/fLLL/O9731P3eaGG24A4NZbb+VDH/oQ2dnZ7Ny5k5KSEqqqqmI+f6eCGw3gYx/7GP39/dx999309PSwfv16XnzxRfWZ7ujoCLgWVVVV/Pa3v+VrX/saX/nKV1i6dCnPP/981DU2Ck5Ky0brulKKFuOhABCqVicYfX19HDx4kOLiYpYvXx5wkWKZw1Rk4fV6OXjwIHa7PWbZmWCoWVyabZVeKGNjY2p8RpIl/tr0V3ySj0uWXoLZYJ51N9pU1+Xrb3ydH+39Ebdtvo1vnfmtWZtTNBAEgbS0NNLS0tREA0U/q7m5GZfLFZdEg6nuZaGzk5TP3MyaPhh9rBCuPMYjQ0Nc8qMfce2116r3dXp6Oj/5yU/4yU9+Muk4p512Gv/6178m/f7o0aMsXrw44AUp2I128803c/PNN095PF/5ylf4yle+MuFzp9OJzWZjcHCQH/3oR1x++eXU1dWp5B1tv5m5dqM5nc64JQjccsstk7rNXnvttQmffeQjH+EjH/lIXMZWcFKRjdZtFixkGQ+ygfEeFsEIRw1gJiyb0dFRDhw4oCY+TNYrIxaXltYFpx1v27ZtAeNd9ZerADh267GYyUaWZQYHBzGZTBH5pScbT5ZlZOQ5aQsdq3tvMkUDq9UakGigxHvCTTSYtKtpTw+Wiy5C197O0I4lpFXq6PvFMgpuaOK57Gz6amoo3LAhpmPS4t///jff+MY3Au6leDZOU7LckpOT+cQnPsF1110XoD9msVgC9MfCtVbmgxvtVFB8VnDSuNHsdjvV1dUYjUa1F4sW0fa00W4PoWMXbrc7oNPkZG8bsaRPK2SjXSCOHz9OfX19QCuCqbaPRb1ZkiQ1PhNK5kYn6NAJOiRZwit51e2iGVOpr+jp6UGSJJKTk9XFdCphxymPX1EQYPbJJt6YLNGgs7OThoaGiBINQsZssrMRV63CZhKpfjiP9wtWsi+UGfzMElI7l2NYvTqux/PMM89MnMMMNE7LycnhC1/4AoBamOv1etV+M01NTbjd7oD2CVM1LFTq9uYKp1LqM5wklk1XVxcNDQ0sXLiQioqKkDdprJaNcsMF78Nms1FTU0N2dva0Dd5iSZ/W6kTJskxjYyNdXV2sX79e1U6abvtYFAja29vp7e2dND4D/lobj+hRq86jIRu3282BAweQJImtW7ei0+kYHh7GZrOpvVSUVgA5OTkkJyer12aq8SLRRosnZnq8WBINJnWjmUy4nnmGto4XWJJ2LyCgF8D91TIMlmfUOpuZxGxZDUajMUB/zOl0qi5LxWrUnj/tS+xcWjZKAXGCbGYJoijS0NBAX1/ftItuPMhGuw9Zlmlvb6e5uTlsNYB46JuNjY1RV1eHz+ejqqoq7CylaMf2er2IoojVap1WWseoM+IRPVFbNsPDwxw4cICsrCxWr16NJElIkqQuBrIs43Q6sVqtWK1WWlpaMJlMKvFMNVYs2mgnEyZLNOjr65uQaDClq8pkQpf1XMD3Fn3frBANxNeNFgkUl5tiNY6Ojk5o8aycv4RlEx8oLz3z1o2muM0MBgPbt2+fNsgXK9lo96FtFx2JGkCsCQIAb7/9Nrm5uaxevTqiGz2amI0SnxEEgdWrV097YysqAqIkqmOGSzaKS1BR3oaJLktBENR+72VlZQGB8yNHjiCKIocPHyY/P39C18N4aaOdTAhONNC2KG5ublbT8/Py8kImGmTrG5HRwQnXY4rgYVjsxKgvnfG5z4QbLVLodDoyMjLIyMigvLx8gssNoL6+ntzc3GldbjOBUyVmMzY2htlsnp+WjbIwlZWVsXTp0rBuSr1erwr6RQudTsfo6Cg1NTVYLBaqqqoiqvqO1rpQZGcAysrKpo3PTDZ2JFaGNj7T1dUVFrGpYpwn3GjhjDlZi+hoWgG88cYbZGZmMjg4SGtrK0ajcYLVc6pbNlMhuEXxq6++Sm5uLiMjIxMSDVIyvGTo7AyJ4y8YggBuz78wJt8w43Od6+B7KGhdbj6fjzfeeIP8/HyGh4fp6OhAEIRJXW7xhuJGS0tLm7ExZgv//Oc/ueWWW+YX2WgLJSPtjRIPy0aSJBoaGli8eHFUC340c9DKzgAsWLAgqrencIlOqZ85evSoGp/p7u4Oa1ulzYDS02Y6a0pJ2XY4HFG1IAiGTqcjPz+f9PR0RFFU30JbWlrw9fo4Pet0cuXciOVNYsV8LjYtLCykvLwcSZLU2FhnZyei9f84vQwkAucui+8Cs0M28/m8Kc9xSUkJZWVl07rcMjMz4yrC6na7EUXxlCCbJUuWcOutt84fN5rD4aC6uhq9Xh+ybfJ0iIVsFJLzer0sXryYioqKqPYTqWWjyM4YDAYqKyvZuXPnjNTpKNAu/tqsunCtou+9/3v+3ifpfumSqdxoDoeD/fv3k5ycTGVl5aQp29FCr9erVs3SpUtZN7ZOTRfev3+/+r2yGMR7/JMB2mujBMKzsrJYsmQJnUOPAePuRwUG8QhjY2Nxa9k+1dzmm2WjhUKGWoUOrcvN5/MFuHi1tVHxcLk5HA6AU8KNtn79etavXz8/LBtFsr60tJRly5ZFdRMaDIaoFmqtGkB6enpMFzcSslFkZxYsWKAWh8aaUTbVtna7XRUqDV78wx33qtVXTRgzFNkMDAxQXV1NSUkJy5cvD13rcUKpOxJMRW7B6cLDw8NYrVba29tpaGggPT1ddSHF0/c+XxUNlHlN9iwl4Y9JEHQeMvQjvLjnTZKTUgPS0ePdOmGuq/Onw3RuvuAum1oR1ni43JR+PzMhYzTbUM7lnJKN4kLq6emJuaVwNJaNogawYMECVqxYwb59++LarTMUppKdiTWbbbKFr7e3l4MHD07aJjraepng7bQZfKtWrVLFG2cb2rf4iooKXC6XavUo0hzRFEmeTJjqevqkETJ0g8DE7olGQWbLNgGXYylWq3XCW3u8WifMx5iNFpGqBwS/7MTqclMy0eazqzFcKPfinJONUigZK4NHQjaTqQHEs1tnKATHMIL9sfFWIJBlmebmZtrb21mzZs2kEuHhZrLtOraLYdcwpy84nVxLbgDZaGNP0fTzCQdTkeIj7z7C/Xvu5+OrPs6D5z4Y8F1SUhILFixgwYIFAUWSHR0dE6ye9PT0U+oBD3Usg64XyRZOWD4htu30HmRl7o4ARQOr1arWpuj1enXhjJasTwY3WrSWVzxcbg6HA4vFckrdi3NKNmazmY0bN8ZlX+ESxVRqAPEgm8ky4kZHR9m/fz+pqamTxjBiLQoN1jebitiCtw3HsrntX7dR21/LC1e9wLmLzlW3c7lcaj8fpeXBTGGyeXolL3avHbfonnL74CJJt9utWj1Kjxat1RNpX6T5gsnIRpZl3L43UEI1uqBUca8MTa4eVmrk95KTkykpKaGkpGRCokFDQwNpaWnqwhlu64RTzbKZCtO53IAA8k5KSprRtGebzcb/+3//j7/97W/odDquvPJKHnnkkSkTeM4++2xef/31gM8+85nP8Pjjj087nnIPznnMJl5ijuEQxXRqALF265yMLMKVnYlXzGaq+Mxk24ZzDdTUZ3FcQcDr9bJ7925ycnIirg2KFFO95UWrIKC0pigqKkKWZdXq6erqCuhBo1g9oRag+fz2GTw3q/tdUuR9Ktnog6bukHSM+AYn3V9wosFUigaKAkQozPdstJmMKU3lcqurq+Ouu+6isLAQn8+H3W6Pe0baJz/5Sbq7u3nppZfwer1cd911fPrTn+a3v/3tlNvdeOONfOtb4yK34Xqj5g3ZxAtTkY02lrBs2TLKyspC3uixWBYwkSwkSeLw4cN0d3eHJTsTq5imKIr09vZSW1ur1iiF80CHS3JGvZ+0lDobm83G2NgYy5cvZ9GiRVEF/CPFZGSiI3ZtNEEQVPfH4sWL1YXUarVSW1uLLMtkZWWpVs9MWnCxYjLLZtRTTZluWP3bEHQJXLIOpxR+S+VQigZWq3WCokFwosF8d6PNluJzsMttbGyMO+64gyeffJLe3l6ys7Opqqrigx/8IDfddFNEre5D4dChQ7z44ou8++67bN68GYAf//jHXHjhhfzgBz+Y0LpEC4vFElW3TuU8nnJkE6wH5fV6qaurY3h4eNpYQjyUo5XtXS4X1dXViKIYdkwqFrITBIHBwUG6urqmjM9Mtm044+p1/jc9r+Tl8OHDdHZ2YjabVUWASBGpFTITls1UCF5IR0dHsVqtatDXYrFgNBqRZXneuYUmIxuf2B/w1OuD3GguWYdX9jHqHSHNOLGVxVTQKhosWrRIVTQITjTIycmJuQB7pjFX11NRrh4bGyMtLY0nnniCl156iX//+99x2f/u3bvJzMxUiQZgx44d6HQ63n77ba644opJt3322Wf5zW9+Q2FhIZdccglf//rXI4q1zznZxNONpohYKg/YyMgI1dXVYasBxKpCoFgIg4ODVFdXR+xaikXfrLe3F5fLNW18ZrJxw3KjCf7bpbG5kZz0HFatWkVzc3PE840Fk1o2M6yNpqTGp6enq9Imis/d4XCwc+fOAKtnputUpsNkZOMVRwKeeqMQeD7HZP+92uqqZ50xxjbAQYoGSt8Zm82G3W6nubmZoaGhmBINZgpznZqtZKOVl5fz6U9/mk9/+tNx2W9PT8+ErF+DwUB2djY9PT2TbveJT3yChQsXsmDBAg4ePMidd95JY2Mjzz33XNhjzznZxAvKjeHz+TCZTGqDtXDk+RXEGrMRBAGn08nevXvDFu8MHj9SsrHb7WpwXqkhiRThEr7qqpIltm3bht1uj6sl8bNf7uQz179vynlO+t0sa6MZjUYKCgpwu90MDQ1RXl6O1Wqlt7eXpqYmkpOTVeKZqm3CTGGy6+L2DYIm58EY5HZ0Sf5rfMx1hHVpsZFNMBQRzJKSEt555x3y8vKQJCmmRIOZwlw3TotUhPOuu+7i/vvvn/I3hw4dino+WrJbs2YNRUVFnHvuubS0tLBkyZKw9nHKkY3X66WpqYne3t6w5fm1+4jWjeXz+Th27Bgul4stW7aQlZUV8T4iJRulTqisrAyj0cjQ0FDEY0J4brT+/n7sw3YASspKMBqNMfXQCUZP7wh/f7GWqz68mYyMZFrbB3jhn7X8v5vPCZjnZOMtSFtAVXEVS7OWxmU+kSCU+0h5gz98+DBerzfA6pmNQj3Fwp/gRpOsAX8bJlg2/gV2wNMx4/NLS0sjNzc3INHAarVSV1eHJElhJRrMFOaLZRMuvvjFL3LttddO+ZvFixdTWFhIX19fwOfK/RqJ633r1q0ANDc3nzxkE6+MFOXB2r9/PwaDYVYlbxwOh2pdJCcnR0U0EJm+WXD9TEdHx4wUhMqyTFtbGy0tLdy06SacRidbircA8XOBArQdHQDgcFMPW08v5+//OMibu1pUsnl9ZxM2q53Fi0Nvf+XyK7ly+ZVxmUukCL6HDQYD+fn55Ofnq4KKNpuN/v5+NWiuEE8knSMjQaheNqIkoWNI/dsnC+iDXt5dJ9xoo2LggjQT89NaDuEkGmgtxXgrGgRjPlg2GRkZYf9em1o9FSorKxkaGmLfvn1s2rQJgP/85z9qf6lwUV1dDRCyY/FkmHOyiRf6+vrUt6W1a9dGdaNE40ZTrIvi4mJyc3NpaGiIeFzt+OHom9XW1mK32wPiMzMhdSOKInV1dQwODrJly5YJN38s2XPBGGjpZ82CLBprjrFiaQEtrf24XF4cDjcpKWb+/Nx+9HofZ2xfA0BzSx8VS6JXnIgXpiNbQRBITU0lNTWVsrKygKB5U1OT2ixOeYOPVyFfqHnVjjZj0Y/XIfnkic+IQjY+eSjmOUyFqQLwoSzFUEWRCvnMRKX9XCd8OJ3OGVHgWLlyJeeffz433ngjjz/+OF6vl1tuuYWrrrpKzUTr6uri3HPP5ZlnnmHLli20tLTw29/+lgsvvJCcnBwOHjzIF77wBc4880zWrl0b1rher/fkJxutGoDRaKSsrCzqmyQSN5rWulBUCIaGhuKaOh0MJT4TStwy3lI3LpeL/fv3o9PpqKysDFncGE/LputIH81vHKH5jSP8+5dvUlG5mNGMZHa+eYTzPrianr4RdLrxse7+5t/44hd2sGnDwriMP1vQBs2VZnGK+6i1tVVtFqdYPdG+wYeybKqHGzgn2av+LYXQD1BiNnrBjVt0YdbPTHp3JHU2wUWR2kSD9vb2uCgaBEMUxTkt6LXb7TNW1Pnss89yyy23cO6556pFnT/60Y/U771eL42NjTid/hR4k8nEyy+/zMMPP4zD4aC0tJQrr7ySr33ta2GP6Xa7T26yCVYDUFKNo0W4bjSPx8PBgwdxOp1xsy6U7ScbX7GgFLHSUPpm8bJsBgcHOXDgAPn5+axatUol7yZrE8ftxynPLGdhxsKYycZms+HxeMjJyaG/a0j93OPy0neoG3vPCL851MPuF2rJz7LQPWDH6fTg9YrYHW5e+c9hlWyu/dzjvLnmB5y/+Hwe/eCjUc9pNqFtFldaWqq2TbBarTQ3Nwe8wefk5AQ0i5sOocimfaydlNRxshGnsGwEAdrGDrMidX30BzjN/KJ9KdQmGmgVDRT5ISXRYKpC3OkwHyybmSKb7OzsKQs4Fy1aFPBcl5aWTlAPiBTJyclzTzbRmr+h1ADiWSczGUZGRjhw4ABpaWkTrIt4yN34fL6Az7TCnVPVz8QSrNeSnJLFF6r49f7d9/Ns3bPcd8593L719qjJRttTx2w209DQQGd7r/q9oIPBfn8ygmfMy7G6Y4xanaRlJfHYD1+jbLnf3D92gqCam/sY7BJx5hsYLh5WP6uomHs3WyTQtk0AAqyetrY2jEZjgJTOdFZP8LM1JPaRoh9P7Q9l2Til8fhRp7tpxsgmXov5ZIoGSiGukmgQaUr6yZYgMN+h1+vnnmwixVRqAPFY7KfavqurS22utnjx4gkPs2LZhHqrDHd8rYXh8/k4ePAgo6OjYembxWrZHDp0iOPHj7Nx48aQlcrBnToVsonkeH0+H7W1tYyOjrJlyxbMZjMul4uf295Sf2NJNeMYGY8tZGanMmp1MjboovW1ZuhzsCzVhKATuPX2P3DOmcsAKOhfhyzLvPNuG4889DLP/vbGqM7HfIH2DV4URbVtQltbG/X19aSnp6vkFBy3mFDcLPnQCyOYdBqFC1kAgrPRxpeE/hnMSJspuZrJEg2UlPRwkzPmQ4LAqUQ2cJIlCEynBhAPyybUgh2u7Ixy48aDbJT4TFJSEpWVldP6oWMhG1mW6e/vx2QyTal2EIpsIsHY2Bj79+/HaDSybds29Ho9Xq8Xl11E9I3PPSs3NYBsJAKtPbPZQOu+dv9vizM5nGrGYIKCvvWM7bbTurYfh93N6MgYaenJHOscpL2tnzNOkFI8Ee21jhTauASMizlardYAJWZlIQ2eV81IE2bBG7BPWZhINoobDWDEN3mRXyxQXlBmejEPJ9FASc4ITjSYSzeaEss7Fbp0ajHnZBPugxqOGkC83GjaB1WRnZEkaVrZGeXmjPatSCGM6eIzoRBtzGZ0dJTOzk50Oh3btm2b0jUT3BZaOcZwFlwlDlRQUMDKlSsDrMiB7qGA36akWYDxehBzUuC1HhsbG99v1xAFbf2Y2vqwLhzA3LqUg/jVm3/5yze58MI1/PW5AzQ19swI2cwVJmsWd/ToURoaGrBYLIiiyMjICGlpaVQPH8IoBLegCKrBkQNda25pckHOWDBdY7eZQiSJBl6vd07daDOZIDBXmHOyCQfhqgHEg2xg3F9rs9morq4mLy+PVatWTXvzKQ9PLO4su91OTU1NQJ+dcBBNzKavr4+amhq1wn26GIBq2ciBls10b4GK6vVkIqi9muQAAL0hcF8mYyDZ+LyB13h02IHoEMlvyEI295NaXkJampnXXm3ktVcb2bi2BPuIi96eYQoKM3jr9Sayc1NYuXpumrvFG9q4BfgTZzo7O+nq6lK70DamN5KZFHxfBknZBJEPgnNGLDfl+Zhr1eepEg0cDgctLS2Mjo7GlGgQLU4VN5py/xw8eHB+k40oihw6dChsNYB4xGyUcTs7Ozly5EhEsjM6nQ5BEKKag1aBoLKyMip9s0jStltbW2ltbWXNmjW43W6sVuu02ymWjSj5j2868UtZlmlqaqKzs5MNGzaoGlna72VZpvdY4Bu0JAYeh8cV6P6RAr1qjA461P8X3AJv/2UnqSmZrDlzBc3dI/T2jOAa8/LZT/2K1WtLMBt0OOxu7nv4Y9Me82zjpZde4p577mHnzp1RL25ms5ns7GwGBgbYsmULIyMj/OnY3zAJQfdlsG5aEPnoBYk+TxcF5pKo5jEZ5sqymQrBiQa7du0iPz8fl8sVU6JBNFAKgU8FslFe3F9//fWQjfpmFZMt4k6nk7fffpvR0VGqqqrCqo6Nl2VTV1dHW1sbp59++qTtCCZDNLETh8PB7t27kWWZ1NTUqHy14Y7r8/moqamhs7OTrVu3UlhYGLnq8wk32lRk4/P5OHDgAL29vWzbtm0C0WjR3RFIdGPOQDHU0aFAyfvhAfv4HwI4R8Z/LyNhEix4nV4aX6xF39ZNX2cLsiwhy1BXc4xDde10tA3wzBNv0NczzJ6dR3j00cfZvHkz+fn5bNy4cdreHqFw3333sWnTJgoLCykrK+PSSy/l3XffDfiNzWbj+uuvp7i4mNLSUj73uc9ht48fzwc+8AEMBgN/+MMfIh5fC+WNUqfTkZRmQW8Yw8TUz8YEywZ/+nO8MV8sm6kgSRK5ubmsXr2aM844g40bN5Kenk5vby979uxhz549NDU1MTAwENOaEwpjY2PqWnCyQ3uN56Vlo8QsFixYwIoVK8J+A9Lr9bjdU3dqnApKEZPb7aaqqiqqoq5IVQi08ZmMjAxaW1sjHhPCi9koAXpFzkeJe4Xrgvvg4g+SlZTFxsKN6pgwkWyCEwGmS2441tIf8PdQEJkoadAAZosRx6hL/TszJ5Wh3hH1b4/kwMy4r1vyeBBafKTlQ/KSIgasbpx2EUGQ+b8/7uNvf95PVhbUHX6HL3/9y2zcuJF9+/Zx6623kpWVxQUXXDDteVHOQ0VFBT/4wQ9YtGgRLpeLn/zkJ1xxxRVUV1erZHvDDTfQ29vL888/j8/n4+abb+bWW2/lySefVPf3yU9+kscff5yPf/zj0449GbTXZO9QPTpBxqwLvC91QZaMJ0TdTbc7uvtxKij36XyybIKhTX2eKtGgqakJt9sdoAIRST1UKDgcfkv9VCKbs846a36RjVYNINKYBcRm2SiLvk6nY9WqVVFXD4erQqB1ZSnH2t/fH7MKwGQ+diX+pA3QKwjXsjmz7EzOLDszYDvlWBSESgQIBVmWEUURt8vDsdZxsrGkmhm2jbvFcvLTsHaPk0l6VjL99nGyychKCSAbn+zBLIyTTcnCAtrru3D1jeHqa6V0UxGdgz6QTeo8rD0eFmRu5MBrHspLZC664BL2X7ufhx56aFqy0R77Rz/60YDv7rvvPp555hnq6uo4++yzaWxs5OWXX+a1115T26F///vf58Mf/jDf+c531Pv9ggsu4I477qC1tZXFk4nBTQPtfXBw1G+dBLvRgu8STwjLpmu0mS5fFzk5OXFrFjffG6fB1HHImVY0sNvt6PX6ed2cL1yIoojBYGDPnj1zTzbKAxGsBhANq0dDNsGyM4cPH46pKj4cd5ZSazIyMsLWrVtJT08Pe9upxoXQmWGdnZ0cPnyY5cuXU1ZWFnLbaI5ZET9V5qzUIS1btoyFC0PLyMiyzE+/+mdq3jyCJcXIwlVFeFxehBPzzy3KoOPIuAhkRk5qANlYUgMf3CRL4N/JKWbQeN3MQd9bPHqElh7k0mQEcx7paSZGBvz3zOHaLu678zlWryzC6bOwb98+vF7vtG21Q8Hj8fD000+TkZHBmjV+Pbd33nmHzMxMlWgAzjnnHHQ6HXv37uWSSy4B/BXb+fn57N69Oy5kc8zVCQKYoyAbn36Enp4empqasFgsAWKY0RLGXFfnTwelGV642WihEg2sVmvUigYOh4OUlJR5fY7ChZJ0tGDBgrknGwitBhANIiWbULIzR44cmVEVAofDwf79+0PWz8SDbLQPsrY+aNOmTWqNRjDCVQLodfTSOdJJVlIWS7KWqNsq4xw7dixkIoACj9vLU/f9jZf+8I76WWfbAMkGPT6vF69XBCnw3JnNgfeCwRC4AARnrrlSx7A4x9PT9UEP7JjbieATENpcFJ8G2YvyODgwXrxoMuk4VN2JLBvYWPwJdr1ax1kf3DDdqVHxz3/+k0996lM4nU4KCwt5/vnn1QLZ3t7eCefGYDCQlZVFb29vwOdFRUV0dMRWVKmQjUPqx6CHJF1gZoU+qL1AKDcaOgebNm3C6/UyODiI1WqloaEBURSjbgEwW7VJ0SIWN1+ozEDF6lESDbRWT6jzppDNqQC73U5nZycXX3zx3JONErBevHhxxMH4YERCNpPJzsQjo20ywlBcdSUlJSxbtmzCzRyrCgCMPygej4fq6mq8Xm9Y9UHhjPuH+j/wpf98iY+t+hi/uvRX6ud/+v3r9PeN8rnbLgl4SLra+8nKTcOSmoR92Mk3/vtntNYfp3hxLhk5qTgdLmQRjjb2qMfQ3dyH3ifi80mg0zGmcZkBeD2BmWlee2DyQHCjTp83cIE91HCINPyLf1ddJ5mpRlYsyeZwqxVkgQFbJxmGAgAyLcU8eve/ePflw1xw1ems2jB9E74zzzyTN998E6vVyq9+9SuuvfZa/vOf/0TUVwkgKSkpoJ4oUigV+l3OAXQ6/36Sgiyb4Pf2UGQjCF5GPU7STJYJbRO0LQCSk5NV4pmuWdx8t2yU5z8eczSbzRQVFVFUVKS2FrfZbAFN9hTiURQNZpJsvvOd7/DCCy9QXV2NyWQKqweWLMt84xvf4IknnmBoaIjt27fz2GOPsXTp9L2j/vSnP1FXV8fnPve5uScbg8HAmWeeGZcCqnCJYirZmXiIaQZvr43PrF69WpXyDmfbSMZVxhodHWX//v2kp6eHZSmGa9kY9YGpz06n02/V1PfjsKM+IF+544+cf+EaHv/i7/C6faRkWhCQGezx65Z1tfTjdfvwekS8bi/LN/hde06Hm9FBJ0P9o/5rIst01B9D9or+NF2DgaF+R8CcRhpaQZMQoHcG3keO4cAFOy8rH5dt/B7xun00vVVD0fIihKJcliTn0Fo7bmVYUkzs/U8z7758hJVbi7jgvzayqKKE7OzskO61lJQUlixZwpIlS9iyZQvr16/nmWee4Ytf/CIFBQUMDAwE/F4JNhcUFAR8Pjg4OGUGXzgQBIHHW3/FiYx1zEGWTXDjNHcIshn1JbHTWs+FRacH7Fdpm7Bw4UL1GKxWa0CzOK3Vo33GZkqqJl6YqQQGbWvxUIkGTqeTH/7wh2RnZ8/Y+fF4PHzkIx+hsrKSX/7yl2Ft88ADD/CjH/2IX/3qV5SXl/P1r3+d8847j4aGhmnjSs8//zwVFRXk5eXNPdmAn3DiIVVvMBimJButW2kyd0+8xTwni8+EQixtqZWbs7e3l8bGxojbYYdDckpRp1fyqokAOp2Ovh43/X2jfOKih1m+rIBDh3qw9Y3gPJE1ZhVlsnWAXoder0OWwePxMdQ3CkDj/qMsXFGI9fgQ2fnpFJfnMjLkxJxkpP1QN+rUJInhrkHQCSAIJOtl+mSLGnyQEDGNBaaNW4PUCcy6ZFyMZ7fZT9To9DR2o2vpZcMlm9HrdYgnan2Ky7Jprvb/vmFPN83V/+KMSyuo2JRDVk4mgiCo92+ocy1JkpohuWXLFoaGhjhw4AAbNvhdc6+//jqSJLF582Z1G5fLRVtbW9i9QkJBmc+YPJ5WnhzsRmN6snGJRtqd3VOOpQ2YK1IrVquVgYEBmpubMZvNqoZbVlbWSWHZKDVzM4ng8zY4OMhZZ53FH//4R1paWiguLuaDH/wg559/PpdeemlcOrx+85vfBODpp58O6/eyLPPwww/zta99jcsuuwyAZ555hoKCAp5//nmuuuqqKbc/cuQIV111FWlpafODbOLVF2UqoghXdiaebjSlg6fZbA5b3yxSYctgNDY2snbt2glvylMh3POv1NmMOkbZu3cvy5cvp67uMP0nSGPE5ePdAx2g19N1bBAyLAh2F3JKEsnpZob7R/H5JGSzEdEnYzAb8flEUtPMWLuHcY66cI66ONbSx7L1pXS39lNQlo4syNitHvJLs2k+eEydz5gkg+jzWz2CgCNjiLSR8S6pWXmpDGrIxmwxBtboEEhGkk+idVcdotOBy2IhyZiJyTBxUdzzl0bqXk3m0s9Ukl6sZ3h4mFdeeYX/+7//4+KLL2bZsmUMDQ3xxBNP0N3dzRVXXAHA8uXL2bFjB7feeisPPfQQPp+PO+64gyuvvDIg8/Ldd9/FbDazZcuWaa/JZFCup6h3qsV0SUIg2RjDsGw8koFO18CEzyeDtm1CWVkZoiiqVo+SJpySkoLP58PhcMStWVw8MRdkKAgC2dnZ3HnnneTk5PCPf/yDr3zlK/zrX//igQce4AMf+MCstBMPRltbGz09PezYsUP9LCMjg61bt7J79+5pycbn86kej/n7ehEFJiMKm83Grl27SElJYevWrVNetHhZNv39/ezevZvc3Fw2bdoUVvqj1hUWCXw+n9qmdc2aNRERDYSf+mwQ/O8mw/ZhNm7cSFlZGYN9Y1iSNe4kr38/siAgZ6Yi5fotuV6bA1mvQ7aYkfIyyC5I98vOyGAfceM9EaMBKCzLpq2+i9EhJ11NAxxvtFK6OBfnoINVmxeyaHkBOoMAp+ciGI0IBgOCXo9lNANZkpBFCVkUScsINPEHhgPf0LMK0nFrCkhlSWSgaxB5UMTS72TVqoKAmh6AwuJ0nKMu+joH+cXX/sE/flqNUbawatUqOjo6uOmmm9i0aRMf+tCH6Orq4vnnn2fFihXq9r/4xS9YunQpl156KR/+8IeprKwMaFwF8Oc//5mPfvSjU96nx63DU14rWZYZlVzo9OMEk6yfjmwmurI9sp4Bz9CUY00FvV5Pbm4uy5cvp6qqiq1bt5KWloYoirz77rvs2rWLw4cP09/fP6G9xlxhrtsL2O120tLSOOecc/je977H/v37Q6qwzwZ6evzx1OA1paCgQP1uKmzcuJE//elP2Gy2+WHZxAtKjYtiGciyzNGjRyOSnYk1ZiMIAgMDA7S0tEwZn5lsbIhMyNPpdLJ//35MJhMGgyGqt59wUp99Ph/HOvxWRWp6qnrz97cN4WvtYcmyImSjgbajA8hJGvI5sV+vwQDFOQijYyAItB+1IQBiahKCyYjB58U95gWdDmvfKF7v+DUoXVZAw7ttyJLM8TZ/Tc5plUt4Zb3I2e/2c1yyMKI30XNxPsUvjEvfHG3qA4MBJAkkmYrFy+hp6VVlWrLz0xk8Pv77/LI8+tr9adeiR6T+H3tZumEh2TkWbFZ/IoIlObD+6vDeTqwdA5xx8Sb++Ps/YU42MTY2htVqxWq1Mjg4yO7duwPcSNoCzmBYrVaef/75Cc2q/vCfg3zs/eNutVsef4HnvvqJSfcjyzJWX6AVZ9F5Nd9PJBtXCMvGK+kZ9TkmfB4tLBYLWVlZOJ1O1q9frzaLa2lpYWxsLOpmcfHEydZe4K677uL++++f8jeHDh0KeOmZLXzpS1/iqquu4tJLL50fZBOvG0p5G1Esk7q6OgYHB0O2I5hqH9FaNkrAz+v1ThufmWxsCF/I02q1Ul1dTVFREStWrFD9/5FiOjeaQmi6E4awrFmkrMftSKLM0UPH/ceAjDzsBIMeyWJCNgbeYrLxxDXKTUdwuv3xlyQTjmN+V5xk0GNMNfjToE/4zQd6RpAlGZ9JwOCRWby6mLrdLYxuLuNAVh7JAx6Ky800lRrANACeXAQkZIPBf2/p9ciyTE/PCKSn+slHlOjpHgaTAXwSSBKZeakq2QDkLMjkyN5WklLMkCkjk8NQ/2jA8RSXZ3GsoZvnfvIyb/xlH1d/9RIqL1xHSUmJ2odGWVCPHDmiVpsrC2rwy8HRo0f54Q9/yKJFiwI+/9mL73Lp9pUkm414fSIDo05ae2wsLvSns3f0D1OWlzF+nmWZ2pF+yBzfh0U/TjY+dMHSaAHtBdTfyXp8eLC5x8g2x0cPTCnqDG4Wp5C0tjhSS9LR1DtFg7m2bCLt0vnFL36Ra6+9dsrfRFuvpTRr7O3tDXD1KnqV02Hjxo088sgjvPjii/ODbOIF5QYZHR2lvr4ek8kUsexMtGSjxGdkWaawsDBiooGJ6cuTQZZlOjo6aGpqYsWKFZSWlqrbR0M2U1lzNpuNAwcOsGDBAi5aehGeDA+LMhap3/d3jAT83mQ24nH7wCeiH/FrPKHXISWZkNOSQXmIBQE5JQnB6/MX0aWYEZxu5Jx0BIsRbH3qsVrSLbjGvAy8P5vcnVbsI05kQNYL2Jemozszhead3UhJZrxiBgWig9LKlQzaxuhoORFvkEQEZbHS65EFAYdbQjjxUMuyTHPrIEJ2JpxwxYkGI5jNuFw+6BKp2JzMsDNQDslgGF+xB44P8sPPPcP7Ll7HpTefy6JVxSG7bypWT3Nzs9rMS0kZ3rhxY0DRJ0Br1wCiT+KN3UdYtWIBtjG/a6+ho18lm9se/Rt/vvsT6PXjrthOzxDau1Br2YghiMUlBX4mygIyAnqdxM7uo1y2KD5vxpNloyUnJ6skLUkSQ0ND2Gy2Cc3isrOzSUtLmzGrZ64tG7vdHpHbTKtmEG+Ul5dTWFjIK6+8opLLyMgIb7/9NjfffHNY+7jgggu44IILTi2yUW6QvXv3qr1gIr1potFX6+/vp6amhpKSEgRBiNr3HFyRHwqSJNHQ0EBfXx+bN29Wi8cgNiWAUNsprR20ygNrCtao33s9PvqPjb/pG0x6f32Mdt8Akoze6Ua2u0AAOcmElG4Bvc7/TxCQs9KQ01NABqd7nOyllCSyC9Kw9gzjzTTiXJhCiw76L16MlKzD+r4M+pOA00pBBm+aibwFJVS/3ogMpKQlsXB1MT6vTEtTL+phShKCNiVcksBgUKvqBVlmZExCl50JnEhfPzYKkkRSmhmX0wuCjt5OTewkyURxSSZv/Pkd3vzLXt734S1c9T8XkVc8fo2UavPS0tKA4Lk2ZTgnJ4d7ntjFx3as4zcv7KPXaiez38sDf9yJL0WPWRBAgLZevwvQ7fUxOOri8LF+Vi8sUOc7KDvGyUaWA2I20oQqm4mWje8E+eh1Evusx+NGNuHI1eh0OrX+pKKiApfLpVo9R48eRafTqcQTjSTMVJjrbDmHwzGpAkes6OjoUNsoiKKoxnorKipU192KFSv47ne/yxVXXIEgCHz+85/n29/+NkuXLlVTnxcsWMDll18e0djzgmzi8Yai9LUH/4krLy+Paj/RSvUr8ZmWlpaYxECn0lZzu91UV1cjiiKVlZUTqo+jjTcFbyfLMo2NjXR1dU3aIhqg6WBnQIfNooU5dGqkZsqWFdDRNF6zotcLSKKMMObxWzE6AcxG5HQLGA3gE8FgwCcD2WkIo07k1GSOHvMv6GKyjrHSVIY2jh93QD8wAbo+WULKHn+Mof+D+Qj/7kMQJY6800JSipmFq4qRdDraWwYC++IE34OSNG6F4ScfdH5ydLlENZlhzAuknXDNmUxYnf4JSaLE67uO8uZlj/LR/9rMBdefzZ7Xj9DXPcxVN77vxPnwB89zc3NZtmyZavXU1rZyvMXKA92vIxsFDCfOsWKYuGUZQYa33jrCh7aspP9EYWtde59KNt0OBz7deHKDIUjxWUQPBN4rY8FkcyKGo9fJNA5O34IiXESzmCclJU1oFqcsmg0NDaSnpwdIwsSypoiieFK50SLB3Xffza9+NV6QraTgv/rqq5x99tmAP6N1eHj8JepLX/oSDoeDT3/60wwNDXHGGWfw4osvRqzdNi/IJlZoZWeMRmPY8ZlQCNeNptTPDA8Px03fbKrtR0ZG2L9/P5mZmaxZsybkwxDt2FpBTUXRYWxsjG3btgXc9A6Pg46RDgw6A0uzl7LvtUD5eXNy4O2Umh5IhkvXldG4/6g6piDJMOZBdrpBp0NKMkJait/aMZsQdTKCDlw+CckoYLAbcJYHvcEGGWSyXuDwmSmUHUnCWZ4G9GE7UUzqcrhpfLeV1VsXY3Q6qDitFJcIg4NOhm2BSgQTyGeac4dOBz4frlEfQl4Ostvjj1sJBn73vb/xl5+9ir64EJ8MDXvbcDm96ATo67dTVJxJeqaFRUvzsfp8vPyfRoyijGjSIRoFlIxlnS/wYPtGnVz7gz/zwc3+Su6jfePJDq8eO47RMH4fm4KIRZYDycYn65CDklPHyUbiuDMwVhULYi3qDO49o0jCWK1Wjh07pqYRK+QTqdUzHyybmSKbp59+etoam2AvhyAIfOtb3+Jb3/pWTGOf9GQzPDxMdXU16enpVFVVsWvXrhnVNoPADLDgFtUzQTbd3d3U1dWFVDzQIpaYDfh9xdXV1SQnJ7Nt27YJAdl3u9/l/N+dz8qclez+rz28+n/7A74fGQrMfvK4A6VlgpGel8xI/5iqFqB3uJAdLv8inZKEY6kF9HpSeqD74hwMDh1C0IIrhPAaykaBY1eXIUgC+Yvz6TkSmKI50DWIc9TFod1+S3jtmcvx5acwOOqhp2uYBeW5HG8Lqi0JOufBtVAnDmFc3FKvhxGH3+IpLcJtNILLXxN0qOGEtefxgtHA6OFefGY9uw8dB0GHZBQQENB5ZcRkEMQTzcaCjh0B3HqZv+1vQgB6rOPn//8a21ly2vh9HKwW4HejaRMGQicHAOgEiRGfa8L30SLeqs9aSRhJkhgdHVWJ59ChQxELYc51gsCp0jgtGCc12Sg305IlSygvL0cQhLAl/ifDdFX8/f39aq+d5cuXT7hx41kUqrgGOzo6WLduHfn5+dNuG23MBvyqxJMdF4x36vRJPv7+5OtkZiQxYnMg+iRyCtID4jcI0NkSKC45oZrfZALG5WRMyUY8Lh+IEvoRJ96kZNCJHD87DV+KDuMo6CacWgGteaOsqaJFQPDCMY8LU4oFXG7w+cgqy6VXk3EG0N3cS1+n3020YGkhCwrTGLHasY/4F9iKNSU0144Xk1pSzao6ggLJJyJoFyhJRNAb/aQz5gGHCyzJoKROn0icABABOcmoIS//fxWSCf7vBAggG2BgaBS3243BYGTMLGE0jMdoJnTpDLJivPLEpUDUuNEkJI4MW1maEXu9x0xaDjqdjoyMDDIyMli8eDEej0e1empra5FlWY2L5eTkhEwemusEgQTZzCAiNaklSeLQoUP09PRMkJ3R6/UxFYdNRlayLNPW1jZt/Uy8LBvFneVwONi2bVtYN1+0Yx8/7k9bXrx48ZSxLr3gX0yNjWn85tnnkWWZpBQzi1cWk16QyZjDhdPuL5JcsmoBLfXH1W1TMkwMdI/7gU1JBqw94+Sk0wsE86SYrEcvmPClnHjwZQheM6eiVtkAnmwz5hHAZEL2+RhySshJZhhzIZiMJOVn0ddxwvIxGjje0odryI7DamfJukUIKckBGWcAZcsKOXzCHQiQX5xJX9dQ4Ky08R5BQJZkcLrA6UJOsyDo/CnZkiAgJxlCPgOKJaMQbIDajCT7Ey9cEoJOwGeA4b5Rdu7cSeOwD9kIRtP4yTIHxWyCXWbekGnPuhPzB50g83JXa9zIZrbqZ0wmE4WFhRQWFqq6gVarlePHj9PY2EhKSopq9WRkZKjP0FxZNorcT4Js5gFcLpeaYlxVVTUhSB5vbTPwx2fq6uoYGhpiy5YtZGRkTLJ1fCybsbExGhsbVZmbcOsLIiUbSZJobGxUyWaqAlRZltGhQ+8xUPh/y1ULyuVwo9cL7H1hP3qjnvJVxZjTLYhBi0nZkkIO7R1foNPzkhjoGCeborIculr7kfG/12cUptEvmxBTNIu2NJFsplyyBLBuyyKlowedhJ+ZBAFdRjpyehq43Lglv8AnPh9Cfi5mow5bSycAR6wehLpOcnJTWb4kn267xEjvMCPDgeneuUWBZFNcnkeXpiEc4CcX5ZyMOsGgQ8pM89ch6UO/RQdbNDqvTMpxL8ZhD4IsqMeut7uR9XpEk8BTzQ04qtKgEAyTWDZ7R4o47i5iMOMYq8x2TIKMJ6QbbXxeOp3MPuvxCb+JBnPVPE0rhFleXo7rRKxn0Gajvr5ebZvg9XrndLFPWDbzAFarlZqaGvLz81m5cmXIt4/pxDinQ7Abbar4zGTbx2LZiKJIY2MjJSUlk7qz4jG21+ulpqYGl8vFtm3b2Llz56QuOEmS/G97gp6F767GMGJSV/nc4ixaavx9V0SvSGtNB6srK2h8u4VFq0tIzkjhWNcgx9sDF9/cvOwAspENIpJBx/BpmWTU2Gg9PRvZF/g2H4psghF8BFKSDuuWTPL2DJGel8roqN/yEgQB2WQEBHSF+cg+EVmvxysDJhPIEoLRQPLCIvoPtdNvdSIsLCZVcKEfc1JQnE73kAedw8XIYGCFfWZOagDZFJZm03NUk80lCP40b4Pe7wQMZswTByGIYLJ6VNegIINx1OcnzoBt/MRj8Mi43F46zR5ACLRsTpy4+9rexz+tS7k4s50+k4v97gz+K70rZHsBUfOZXpBoGbWFOOORYy4th/quPv5a3cih7n7GdCLttmH0gkBJZjqnlxaQPTBCvuQhbXiYwcHBgBqo2SLIBNnMIKYzqWVZpr29nebm5oAixlCIh2WjLNgDAwPU1NRMGccIRrRko0jrOBwOiouLWblyZcT7CFdQU2ngpiQCGE5U2odqjSDLMn3HrNh6htjzUi1Ldq3Fa3Gxdu1qfF4RQS8w0DWeBVW6rJBDb7cgiRJtB/0kVLwyF8knULCqgKOtViRJnvDmb9KbcBUm4S5Mxpq9gLEMHcn9UmB2big3WhjemNFVFrY5k+nP1lHW6WZkaIyhgdEAVxeyhKDTIQFC6QJklxsEAbcEZGX4U7MFASk9g6P7OmBBPmSmsaIsD1ESSE4x4/CI6EWR4+2ByQXZ+ekq2ciAnJ6CbNa8tOg08vuyjDZyYxzx+VUOFIjyxEw57d+CgC8NkGUMmmy0JJ2P5/pW8E+rP3PN6/XfJ0OSkVedOSwOYTz7NEWeOp2MzRN9fx0t5iLb68jxAX7y+rvsae0CYP3iQg51+d2noixjMuh5rv4I0onnpyw9lQ8uXUiJdZCM3l58Pl9ArCeSZnGRQJKkhBttrqB1YYUjOxOLTD+Mx3xaW1tpaWlh1apVFBcXR7R9pONLkkR9fT0DAwNqcDMahEN0isRNcXExy5cvV4leIZvnn9zJyo1lLFvnV+yt39PMt//rcbxuH3nlmQwu7CfJkcTx5l5KlhVyZH87FetKMZgMdLX2IfpEJHF8Djml6XQd6vfrmjX2Yk42sfac1QzaHNiHx5AlGUuama6WAXwVKZhGwV7uD9oKsqaO5kSm13SWDTrFETe+nWQQOFDgZSgNyv7WDkDJ0gKOHen1Z5FJsr/r2sjo+LYCYHcg6QQExdU15sJpMsKiUhC9IAh09DqwH+31E1KqhfVLs3CN+UjPSGJ0aAy92UBL3TH/S4BBDylJqmQPnEgz1fZT8vqQjNpEg6AiWWlcsFT9XnO4Y3k6ZIOAQRARND/rcqfxz97lmvM0zi71njSsdhGCCCfYspGQ45IkMJtuNJ8o8cS/91Lf28/erm7yUy0UZ6cjybBxQSFeUcQliji8HpVoADyiyLMHGxnz+shNsbC+KI9Veifpw3YsjU2kWpIDrJ54WWpOpxNZlhNkM9tQUnHDdWFB7JYN+F1ZHR0d08ZnQiFSy8btdqsxqMrKShoaGmJqoDbVth0dHTQ2NrJy5UpKSkombHustZ+nH/gHAEajnrIleXQcPo7H5U+R7WsdpHhJKe4+CX2OCQQdpcsX0FLbiejxUrGxDMkDK7cuprOpmzGHG8kj+xfzE8gvy2H/SwcRvSLpOamUnFZCUkYK1W82I5nMGHzji1CA20wa/0yLCZaNEPr7/jIjsgyS3h9wT89OBU4oCggCJpMxQPwTWVLVDwTJh+yWEFwelRxkgx5EGXuaBRYuALcPEDhw2Io05oYxN+bMFNJ1OiypSSyrXErt/qPoDXpMmSnY7f7C3/SMJIY1xaUGk4FxHWo/4WptVUGUAxPJRCmArAY2+InaqFELkGV4eWBJQBKAwx6YRNM6ZMGY5w04gcExG4Av/+YfbBjJZsO6UhaW57J6ZfhCswpmy7IZtI/x9d++Qs/QKIWF6RRZUrDZxzCY9XQNjbtwVxXn0WZ1sCgzgyxLMsOjI/h0AmMnurwOOJzU9Vp5t7uXoTEXep1AniWZFZkDDI+NsTotmbMXlaqKBrG0TXA4/C7ZBNnMEEJdmN7eXmprayktLWXp0qVh35wGgyHqCn6n06nKN2zdujUqUzkSy2p4eFiVD1+9ejV6vT7mbp2httU2jdu0aRPZ2dkTfiMIAnv/M16k6fWKyDodXnQYcjPBJ2IyCLh7PMg+F4O9Iwz2jrB88yJ0ZjBk6DEYTHQ0HWPM7kZGZkQ3wMAxmRR9BkaSMCUbcTnciCcW1xGrnV36MVKfr8F9znKkzGQMo5r5K2Qjywiykg4cPPHAPyeSj9/SkfX+LzzZZpL63fQdC6yIF/U+8GruMc39prU+FFel4BMRRBeyYwx0OuRkM6SlIOn1kGpBMBnx6HQ4dToqVpcwaLUjy7BsQxl1teOB9tJlBQxrsvZy8tPptmliQMFuUUkioKGzOG7JeZPBVXgiY1A/fqIG2jNxBqX4+qTA50kQBVJ1LuxSsjqspGE1vc5/XdqFUVwHRtmz7yh6vY41ywu59f+dS15eYNO6qRBLv6Zw0d49yJ2/+Tc5KclY0szsb/O3l1i3uJD9XeN1V+vLCjlw4u+jtmE6B4cpTk2mc8RJcUYauanJGPV6ZB10Do2gFwRESaYwPY3XunrZVFLEf59zBs6REVW92mQyBVg903XK1cLhcGA0GiPSczxZMC/IRgultuTo0aOsWbNGVR0NF9FaNkp8pqCgQL3g0SC4zcFkOH78OPX19VRUVLBo0SL1t7GQTai4i9frpbq6GrfbHdA0ru7dNorKcsgpGFc+qH+3PfBYDCcUmn3+iHTBkkLaG3sw5pgR3R7SUs001XQiu0Ec09E0eJSSlXl4PF68opuUgWScQ/56FI/Ojj41Ca9nnMAlo4B3QSau9y3HWZ6JeUj0Wy6iDHrB70bDTzCKRSMgnPje/3dwXHs6SydlRS4LCwVaNXUzqdlJ2G3jdTP5pVkB2WUCMgE+KY2umj+tWULndCE7XcgmI0JmGgazAZ9Pwun0cnCfPwtv/enl+HwS6elJjJyo4bE7tXYMpGangG0KSf/g6m5JghMp6WN544+zoh4giQIDL+XDxYHjiEKg20cGsvROlWyCLUjdiSwFb4YMXhmMekRZpvpwNzd87jd86hPbuOzyDZPPW4OZtmwONnXzmzeqSTeZ0Zl0NHfZyExOorwgExHYWFLoL3PSC4x6PWRbkrA5/ddjXUkh+4/5yadreJRB5xj5mam02YbU/W8uLaJreJQLli/hqzveR5LBQE5GRoDenc1m48iRI7hcLlXlOzs7e9q2CYp6wHxrKBcPzBuyEQQBt9utZkhVVlZGZUpGSjba5INVq1ZRVFTEsWPHEEUxojcSBdoGaKFuGFmWaWpqorOzk/Xr109Qa43VstEeu5IIYLFY1EQAANEn8shXnyOnIJ3MnBQuv/YMmvb34rIOsnxVAcc6h3Da3WrvGAX2YX+A2CfKYDCisySDSwSTD7w+UjJMdB2xIfv8cxAEgfXnrkaHQEtTK8OdToaFERauXEBKpoWRZAOjoyLOJX5XpXAi/KDz+d1dKsEEpztLoHqEdMD4y/2EdoDB5DPg81HgkbCLQ6TqMwEoW7qAhrdb1d8kpZuga3yblacv4dDetvHvU5Jwu8fdUKLswyAY/cTo8VKaZSItL4Mj7YN4PP7frTqtmJq3mgEwGPWsXlvCkMvHsc7ADC+HI9AqNyabCKSJYA23ceL1po8fvGLZ9B7KQR4wg88T8LRrXWQ+r45D+xfxxnObOe39jRSssCGKQcXKJywb0aTDk+rBPCao1p8EPP3znby7q5l77//wtAvlTNbZ7Kpu5/evHKTb5UCv12HOMFKakc6Iy03b4DA2h/8eTjUbsVhM9I441L/XlRbg8HqpSLegM5qwe71kpVqo6x1/DtYuyGd/Vw8biwv56rl+otFCq3cHfm+JUlTa2tqK0WhU63qys7MnrDF2u31OOnLOBuYN2SgupYyMDCorK6Na6CEyspmsfkYQhKjjPtqeOsFvb0q6saI7FopMYyUbr9cfX5ksEQBg/1vN9HcP03+iyHLPy4cAkF0ucBxHJ4tUbCrHkGTGNjhG7/FhcgrTGegZL8q0pJoZHRkDBL90v9HAmE8HaWl+GRavl/S8NOp2NyOeWJj1aQKWqtVkeiQGB0ZpksykjMh4LToks6CSi048EaKRx//WWjCCCPIJw1OxdJQCeFkXtBwHkc/YknQ6327GbLCw4awVDBwfpLcjyKUWfO2D9lG2qogjBzrVv4d9/eSYxmMXaRkWGt5sJDMvjfJlCzjSMkC3JvXZ5xU5vO8oK9YsIKM0i6MDDkZHXej0OvqC+uVkF2XSoznvwVyjVaFxZ45bK0aDD9EnMPTaiZcZUQDD+I99J1h42JrCm3/fgLMjGfQ6WveWUrDCxmBfKsOGJDIs/jd+JWaDBJ58HWn7xhAtRsRUE4JbBJ1AfUMPN137BJ+/60zy8/MmDZzPVILAv3c18ddX6zgujlGck86Az8WB1m4EASrKcjjc478GggAluRkc6hnPGizOTOfto8fxnXj2BMHJqgV51PX0YzEaSDGZWJKbRa/DwYUrK7jrnO0kGadfoxSVb6W30fDwsEo89fX1ZGRkqOSTmpqqpj3Hm4y/853v8MILL6gx8KGhoWm3ufbaawNEOwHOO+88XnzxxajmMC/IRpIkampqKCsrU2VnokW4CgJOp5MDBw5gMBiorKwM8JHGktGmPETBhBGcbjyZmy6WBAeFqKZKBAD4z/8dmLixICAkJyMnJSGJIkfahpEHbCDLZBVlsGhRNqkpBtpa+9DJBgoX5dBaNx5rKFqUQ/fRIdAJCElmMBkZHpMgOQX0HvB4sKRl0GUUGNrVhqtqsb+K3eZF75WRzOMLp84n++M1ytTE4CB50Ny1p1oX+LcsBK7PPpOAc3Uacs0x9r9ch9FkYOnGRbhdHuyDY6CDkf7AFN/hgUDNt2FrICEYhcBrqShhD/WPMtTfyNozl9N1PFjIUma4b4TudwZIzkhi9bYKBp1ejmmJBRgKquGZTCBU0oEvdXwBNxlE+puykUdOuPt8IGvCAKKkx2k38+pzpzNmT8Jw4qT1duTgtJlxu0w0jhayuvg4KUke9IJ0woMnMJanRxbA4PSi94rIZqN6ffqsbh66byf/feMKREkMmS48E260v71Uxyt7mzFnmclygs8IXrfI2rICLMlGBl0uKnKzkIH8jBRG3B7WlxSeUEcQGBN95FiSGRwbwyNKrCrKpa7Hb9GMeX0syc3m3a7jbCwuCptogqHX61WB0KVLlzI2NqZaPc3Nzdxyyy0UFRXhdrsZHBwMaB8SKzweDx/5yEeorKzkl7/8ZdjbnX/++Tz11FPq37HEkuYF2eh0Os4444y4sHk42mhKfEbpcBlK3ywW6yLYMlL63Sg9dqY6Tq11Eg2Ghobo7++f0OtGQVfbAO+8GqjWbDSd6IzJiWQNnb/HDHk54BMZHByjbv9RXN02RJOH4bwR0tPKsKQYcTr8c83Oy/CTzQksXVfKkdoupGSTv0+MycSoT48ggXvjInwWI4YTGVE6r/LWrAhOBr6xC2JgyEQnEiC+EpCxJeAnG0XhRh9ETgLYV+SRv/s4BcvScDp8NOxpxmDWM+zrZdGScgY7xxWgU9KT6NbUzUiyiK0nkDiS9YGN8my9gYThHfNg7xpg1YZFNNR3AwIr15Zw6O0WAMaGXTT9q441Zy/Dl59GT59//xkZyQwPBxJfUloSLvfElyl3lglRsw7odRKDr2tctL5ADTmXaOSN/9vImD1IJl7Q0Vm9AGPRGKKk43B3IevKOtHrxk+yN0OHK9+MpdeN4JVI00sM6wS1Xqh/0MVzvz3Kt75/GTabjb6+Po4cOUJysj9d2Ov1RqXhFwqiKPHLp96kfXgUnUlHW+8Q5Quz6R610zNoJz8rlV2t4/G5dYsK2dU2/ndemgVRkLE6xs/z4owkukcdlGamY9DpKMpIZcA5xsUrl/I/51RNcJ1Fi+TkZLVtgsfj4cEHH+TRRx+lv7+fvLw8tm7dyvnnn8+tt94adTmEgm9+85sA0yo+B8NsNkccN58M84JsILYFPng/k1kG2vjMZG/90+0jHCgWhna8qfTUQm0bKbxeL11dXXg8Hqqqqib4fRv2tfPXZ3bhcXtZtLSAjpY+vB6RRSsKaD+sEczULAKCIPiLGdNS/Jm9qSkY7JDZlUuL1IyzxwEpIqYkHbJYFjCecGLh8SxIQzfmI93pYjgtmZQ2B57cE3U0itvsBNkExGg0a5FOBElzpwYHr4NlAwRp3O0m6whgJlkHvlQD7kWZtOggrWeYwmU56I163LV2Bo/YWLi2hKOtfeAzULK0kMZ97er2TnEYnWe8ziS7KB1b97h8TWqmhX5NkStAb6cN95iHhl1NlJ9Wgmgw/H/2/jtctvQq70V/3wyVc1q1ctw59u64W7ElEBIc+QI6gMXjIJLP9TH4QciHdG3ZPgQbo3NtY4PTwSQf4FxhY47FA0KgLHWre+e8V86xaq1alatm+O4fs1altXbsLWlLMJ5nd69ZNXPN+b3fGOMd72Du+hLdZmQKFK4tcup9z3BjLkM06usAG1UVHbkiaDE56xENuw1scksh9B3H47KhATYtW7jZi7rZtkHb1/M3+hiIO+dXNzUWs3G8rnozAWa5wQjosFEjHPKS3yygI3ENRChVTbBtlm6u8fM//l/55//n32Z4eBjTNJuz+Fqtxq1bt1hfX296PY/aGwVgd7fCL3/sk0i/iqmD5RaMDsW4urxOTyTAc4f7qdsWzwynAYHHrVIyDE72paiZJqZtIQXMbbcmB88Mt9hq2XKFk70pXlta4fmBvicKNN3mcrn4ju/4DlZWVggEAvz6r/86n/zkJ/mzP/uzJ9oY7lHts5/9LKlUimg0yrve9S5+/ud//pG6iLbbUwM2T8ruBRSWZXHjxg12dna+JvpmhmFw/fp1stnsI9XrPA7YFItFLl261FS8PSjB+Gv/5I9YbqvaP3ZuGEUVqJpKIh0is+4MmOMnOgU0m+AjBMLnRXo9SMOgUG0IZxZV6gWbmb+4TDgeJj6eJmeL5uze9uiImsX2QBQpBPpGBaVRzyKankwDbNrCaMJuk++3upc7r20f+LSH0TqV9JuEgcKL/Vh+De/dDF63h/nry+TMTYYT48xdWgIBeblKpdT5Yqke0QFeLn9nTiI9FGc61/KMeoZibCy2SABzN5Y5eX4C76EUd6+2ZthCwOrsJkbV4O4fvs7EixMEwl7m2/Ydi/rJLu04tGvTdjxBRWBhY3oVLFfjBkqJccfXrNGUCh1goyxpqKttQNPYz55VSl7mllPQmNBu7AZJhopNUJcamA1SYW9/hPxmAYkgYNi4Iz5EpcZuoc7s5BYffOkXOXE8zcmXxjnzlgmOnjjK9vY2o6Oj1Ot11tfXmZycxO/3N4HnYdoA3Ly6zP/33/wFA8NRTI9KVZjoPp1spYJpSSIhL1+Zb7E8zoyk+fLscnNekgh4UXWV9XwRTVEIuF0cTsfZKBXp9bgIBgIkgz62q1W+88QRfuIdL+H+KgFNuxWLRQKBAP39/fzgD/4gP/iDP/hVP+a97L3vfS/f/d3fzejoKDMzM/zsz/4s73vf+3j11Vcfq4j1qQGbJ5UQOyhnc7/8zEH2JJSbb9y4ga7rnD9//pFmbY967Ewmw5UrVxgcHMTn87G+vr5vnfm7a5TaBsBAyMP0rVWMxixZUQVHzw6iqApIiT/kodSg5vYORllbapupS1DUxmMTDkG5jDeoUy6YVLcKZDweZCKE684C/vE05nYVYVgYLhWl6ozSSr1xfQ2wEV2eTXcYTbH2h9U6rNuzaQ+rKTQazYjWMlBPup020ikf2dVtbNMmpqQo75Q587bDmKbJ5S+UmHt1lkDKBz5BLlsjGk1SzbVOoFDoFOV0eTvzN/HeSAfY9AzHufn6LNKWHDk3zPL8NqVClYnjvUy+MdNcb+Er04xUayRsjVy2hLBsdreK+19YW1Lt9zug2gAMd0ail1rvk9RAmMK5J2WB6w03dttkeR9YA5X5AKT3vhBs5QNNELd1B8BqERdWm1pEdqNATEK8N8TuppNrslwurl1ZoVYx+L3/40+JpoIMnIjxrd8T4IVXTjEyMoJhGPvaALQzttrf192dEv/Xv/s8i7kifb0hlLibqmqhuDRKpkHI7+bMoTRlw+TEQApVCHxenappcmawh7ppYdtQkxZzWee5Nm2b0VSEryy1wCkeVXl1aYWXhwf4yDvO49K+NlpujyJV89M//dP80i/90n3XuX37NkePPl4777/+1/968+9Tp05x+vRpxsfH+exnP8u73/3uR97fUwM2T8r2vJI96vEeK+te+Zn77eNxLJfLUa/XCQaDnDt37pEToY8CNgsLC0xOTjYldVZWVg7c9tKnrrN9d5HesRTRvii+WIjb11aaE/6JE/3cudIK60yc7mfm9joTx3vRNZXMdpmaYVHuUckfcmH73LgzdSKXC6heN4VEELG2jZLNIX0esCT1o8PU/G5cK/mWAsyeJ9P0bBrXbMpG4WZjPYsO70SYXcsPUn6WXV+21UE2WW3CYQ6UejR2r+aaq9umxc7GLou3Vxk+PMjS8hL5TQsFlVBaIwBEBn2UihbF3Rq7G2U0WoPhdleCv7DT2QE0HA80wefupQVSgzEmTvYxeXHOEQB1NXrgKArz6w0mWPf1dV1qPeJqUcGlJDxlobT1p5Eq0Jh/6Vd8KDU6waatMHTPPCs46zUvTaDlBGbYOSEjKLB8GpesEt6IG8ur4lkrY9ZNduYzxOJ+trMO4Iigj3yjnmhns8DOZoHd1Sr/6Wf/O8++6zjn3nGEky9P0HO8p6MNwMrKSrP5Wb0guPr6Bl/61F16JxLUfCreQQ91H8xmc0ggHQ1SFTbFcp1q3UAIgdutcWWuFSaeSMVYLxYpVOuoQhD0uJhIx8iWKxxJxp07WqtgI/mfTx/jx9/2IvrXUDS0VCo9NPX5Ix/5CB/60Ifuu87Y2NgTOKvWvhKJBNPT038FNtBJPV5aWnpgfuZe+3gcsFlZWeHWrVvous7g4OBjMW4eBmz2+vlsbGx0EAEOap4mpeTGlycBWJvdZG12kyPPjVJeWCM9kiCcjhDy6wyNxshulSgVa83+K1MNtpnvWJTpoyq22xGqRJPUUi7yx/zELhYJrkqEomBNDKAV6ijZMvXeEFgNyRcJom61JPNN2ZCBaUnnd+RoTLmfINC+/ICcTbe1ezrdbVu0ZAp8NajVHSJDPMrilDM4rc3t4Ir0ceSMo7hQK9dYuLHU9AiThyMsLW0ycfQQKDq6283mcgtseobiLE22PM2R431sr+cZOdaLL+hB83ooFSoszGzhSUSo7FSav9m+tgP38PzrERdSF9i6c4XeTYk3Y1GPtF5tWwNhCJR5HWVLA9mV9zngcVNt8C9A4XDrM8+GQjHg1PVYXoFWsjB9CmbIDYrAdKv0DUS4+8Y88Z4QsYSf7UzJ8VR6o/QPx5m7tkhuM49RMynslPnsf73AZ//rBUZP9FGvGAweSRNLhQgnguzuVthazTF57Q0igxHmZ3fxJ7xManW8US/pgEK2XMDvc+EPupna3KFYq6MqgtODPdzeyKBZCqOpKEG3C79bp1CtE/Z4ME0bU9r0x0O8sbTWvMZTvUmuZyu8ku7hw297Ce0e7R++WlYqlfbV3t3LksnkQ6/7JGx5eZlsNktvb+9jbf/UgM2TDKMBXL9+/aHFOw/ax6OATXtfmGeeeYapqanHZts8iHZdr9e5cuUKhmFw/vz5DkkdRVHI75T50p9e55m3HsLrd2MYBrdfn+3Yx8ZCBikla3NbrM1tEekJk2vUdwQiPurrWSb6A2hunam4zc0xrXOw2/tbCLLPBTCv7JLYlKBrCMspSlSqJnZb6EGpW20qAI5301y26Wj3rJidA6DS7ensC6N1Mq32tYpuW+5WHFD9LtRQAGnTyE8JRDLZ0GuxwOPhzkwOLAtZq6P393JswI/X62Z5fplUqIfVa2sIVZA+3ENlfRvNreL2ugj4VWpBJ9QU74uyvb5LfrtEpVghmI6yftUJ2/SPp1hpAykknWKbB4EPYAsoDzToxI03OXbdgLrsuEdSEYiCirrqhPj2iSx05WycHYJ/tg1sbCcU584KaikbWxeUezR8mya2VwUhMPoCzOyWsYHsRp5oMkCqJ0gs5uPWa7OoqsLxc4N4IxqFjU6WnbRhZXarqQZ+7OVD3L7kqIZHUkFWtyvIkzE2fIJErx/FJ9kqbqN4NJaKVSrFHABnh3uomCaWkBzuibORL7K+WyCQinWw0PwunYlEjEypwlg8iq4oJAJesuUy70hF+cVvfxfa16HnTrFYfKLeyJ4tLi6yvb3N4uIilmU1ZbkmJiaaYbujR4/yz/7ZP+O7vuu7KBaL/NN/+k/5wAc+QDqdZmZmhp/8yZ9kYmKCb/u2b3usc3hqwOZJWb3uuOuVSoWXX375sXjhj9oXZk8O5qWXXsLv9zMzM/OmqNP3Aqo9IkAgEODcuXP7Cl8VReFP/vM15m5sIYBows+R0/0dLYwT/dGOlgCxdITtzU421fxNZxDceTFFobeLedI9UknInwrj2jEI3846oSBALVRRzDaByZKBbHt5lbrdytkAar11v5wwmuxYvm/O5gHW7dm0B40qXgXf1jbBqI9oOoov7MMwbLY28pi4qNoS4XVybsLjxhIqk0tlMPJQlQyM9yP0LN6AB6/fx9lvSVOp1rAsi0q1ii/hxhfyI6VCjz9GvDdMKBliuq1GKRgPQhvYDB1OsTj/4N4xRkjH9jiAbuvg2bDxbtlYXYWtUgFlUWev3dq+p+uAx01IcO8o6DkbIwJqBYRQcG1L6lGQmqQWUwmsGCAltl8HIcjrICYSuJZz7GwVieCoDoBDU75xYYHe0SCVqs3RF8Yp7hQJhH3caVNoSA7EmLreyJ8EXOyMR8nZJvjg1DN9SK+gYNaZ3MhgNARNx8Meh9ZeLbNVrpGrOuPAaDyC16NjInlmME3FMCnX6kgFbm20KO3nBtJ8cWGZ90wM896w5+sCNOCMW18NBYGPfvSjHQWazzzjSAt95jOf4Z3vfCcAd+/eZXfXeQ5VVeXatWv81m/9Frlcjr6+Pt7znvfwcz/3c49da/NNBTZ7+RkhBCdPnnzsm/Kwns3e4O/3+zvkYJ5EYWa3tRMB2mt1djIFPveJa3zH97/IzdcXmLvhzAwlsL1V5NU/vwPRCFgW1OsEE4EOsEkORDvAJtLovbLzQpLC6TgSsR9guk0IMm9PEKkoyFUH2IRpI4p1cDuzaX23jq2K5rJvpYLl05ozeN9CBUINXS7Av1jBbiwrBniyBpbH2VatgStrY3sU7IeRsOvI4YgOwoDt0aiPxom6XSy3hbz6D6dZmc2g6ip9YynC6TDFssXifNY5Z7eLQNTPymYZj99PvljBG/IweXWJSrElOTNxbpjpS60Zdc9ohNlGs7lA1EffaArNqDM8EmVpKYdtyc4+O4BAdlyCtJ3eO2bAed6kBLUKri3ID7rQC53Pj1q1sD33ftW7laXb82eBGcHOsxK1ureuwL2lIFWHaixNG1fBoOpWQWtINWkCKxlClmokegIs3Frl0Ml+pm6sIiWszhY4cmYAIW18AQ9by9sceXbYefYtG180gLtUZd62qHgVDGkS6PcydDLJplHl9oqjBKApCmf7e/BqOovbu6zsFoAqAkj7dRJeD+vlCplK6/cYioYpWgb5Uo1UyI9P1+kNBchVq/zwC2f53qNj3LnTWYf2tbQ9NtqTtt/8zd98YI1N+yTX6/XyyU9+8omew1MDNm8mjNZdPzM5OfmmisYeBiw2Nze5du0aQ0NDHDp0qOP8n6S+2V5TtampqQNrdf7bf/4if/6Hl/jTj79BPBUg2htgZ92hqWqagmk1mnFpTk+W+YVdCAUcSZlaHVXvHNhs26ZwIkrhTAKBeHBzsr0IlhAsvhJl8P9qxb99IQ/lWtt9bP+NpewIFamG7CjUVGqyGTkTgKhY0AAbxRT41iS2pwEYUmL5FCyvxPTLhld0nxNv+1pqUD3SQ6hgwdRmc5VIMsTKbAbLsFi6u4Y/7GXh0gKBiI+hY/1ULcnCjAPs1boNuhstFuXEeJryTom1uS36RlPc6gph2m3pkuJOmWq6zOQbzjrBqJ+hkwPkrc5nJ5IMsLPTVm9jmViqi1pQw9IahaumwIiqGDHnwtSqRC/auIugFs1OsOl+17pflbbD++dg5ywo1dY2+q7ADDiAXUupuOYN3FsVar1+AJSqDYrADnq4vVtHeNxMXl7g6LkhFmYy+MM6C7dWkLZk/EQ/tarB3YsL6D4X+uE0mfUdbLeGFdYxPYLoRIDegQhz+V2EEBztiePXdHRN5eLSGkbjXRtPRAm4XOyUy6hC4fqOM0tPeHXCuobXpZMzTLbLFSSwUShxbiDNlxeW+d4zx/lfzj/L9vb2162LKDg5m2Dw4RW0v5Hs6+MrPkGzLItr164xPz/P888/z8DAwBMryjzIpJTMzMxw9epVTpw4caAiwJNqE7DXVG12dpbnn39+H9Bsreb44//yKka5jtejY5kW3pBTsT9wNEH/4VRnLN6yQFEQmobweSES4s7tDWiTzpmpF8m9kGqGXPYH+O997nW3ws6p1qxspLvXidoONl1NwbqfxO7xUO38QGptITlDolUF7h0F/7KKbx78SwK9QGfM7IBd26rACrnISJvysXRznO0untzbqpgrc+vVKTzCZiAdYOxIqrmGSxdc/NwUNROGTwywmy1y/MUxgjEnLHLk2RE2FzvDY0a1dZzCTonC1g6Ln7vKcNzF+OEUQhWUupShg9EAlT4/VkhDaqIjh7ZnlgbVuELdy758THfeqjvH1b6sGgLfEihtpyAQaEVnn6W0G8OroJg2esYBRKUtBCoVgZ0MYgwmuLlawBd14/WqGDWTihBcnd4k53bDyUEKh9JkhQCPCyukYw5qGOMavUMRFot5CrU6K/kC64UiBaPOa0srjMQjnEw7SfKZ7R2EgKppEfN7GYo4yg6ZmoHP7+Pmdp7lQglVCKIunTOpGMVajb/3luf4yVdebip/fK27iLZbuVzG7/d/3Y7/1bSnxrN5HKtUKly+fBlFUTryM0+iNfRe7qfdLMtqEg9efPFFQqHQAVs/mTDa/YgAe/bff/OL2JaNDczdWWP4cA+r0zmiyQC6rlGp1AinfNQqFgMjMZbublCrtCochWUjNRXh9yKlB9MNaydTjW6Xj2fbz4YI3y6imGCYnfdA97QalAWjfnJtM/huT1TRO1942TZgSik7wEdYNrKtx4tWtyCv4soLLF1i+KSTQFf2A+geO23Wp2IkY2jbJVybRda6FK/XFzpbPVcrdRZuO3mX4WN9+OOhphcze2sVRVU4enaQ2SsLmHWT0285RCHXqbGW6IuwPtMpArrnz81fcvY1cHaAmtdFppFQt4GVXi+WS8HW2kkbHbtxQmNCUEkpuDNdM/VuMkCXCbvztwhOC4pDndsIBNgSz7akNOAlMlVCq5joJZN6t+dk2yjCCaFu2hJKNqIniu1Wm83rTCGwXc55xieCzPtqRKM+IjEfX1peaZy24GxfD25V4/am83tMZR3wHomHGQqG+PL8MpaUbJUcynl/OMBoLMpOpUrU52W77NzHVNDP1a1tvrUnyhGjzN27d4nH45im+XXzbKSUTSHOb0b7hvVsstksX/7ylwmHw7zwwgsd+ZknATbd21cqFb7yla80+8LcC2jgyYTRXnvtNXRd5+jhk8zc3OgYjNeXtvnkx9/gT//v1zu21Rq96ne2iszd2iQaDVPcrhGN+6mbBpHBIJrfTaQ3RCwdQLS3J9YEmVf6HS9N3HsQe/AFCDLPO2oJHcCmCCyrdQ2xnu7713kgqzsM2gY+wujsTtnUVmtu3PpTNQTeDUn0rsSTkfv6wUjNaYZWi7ixXQpmMkjfeIpSm0xMeiTRIcbpDbpZuNvK7yzcXoVajaOn+wmEG+wwy2Z3u0T/eIrTL08wfWmW2csLTJzsp2/UmYmn+qP7QLaU7WRpmaUSm5+7SV8Qggk/pUMhB2gEHaDR7a20bpagltCwhWwjSXR5OgeQPtrNsyXQ8vsfBFfBRrXBcrcOfqQ3gqfaOVHzyE7vSyoKeHSkqoKm4gm6USMOCcM95GHSV6Gs20SjXqaz280nYygcYmY7x2vLK1Qsk7N9PST9PhI+L8KCL8wtEfF6eLY/TdznwadrhDwevji/xM2NLbYrFSJeNyf7U9iqwk+98jI//73f2VRFn5yc5O7duxSLRZaWliiXO2ukvhb2zQw2T41n87A5m/Ycxr3qZ5402Ozs7HD58mVSqRTHjx9/oJv9OKrRm5t5AgEPuVwO27ZJp9McOnSIf/XR/85n/+Q6qqowNJ6ifzDCF//4OqoiGJpI4fW7WF/eoWcgyp022XshILuex7Js1hYcQsDRZwbZWSnj9btQdAj1+lm6u4NVM8i8vQc01ZlXv0kaemXQh/3GLqU2Fpw/5CFfb90Tl7szs+8JumnXN5Zds2+7jforurtVds3ElYa3t2eqYaGg4V+TeLJQD4Ll6brGxvGssJtoWGd1vuVxxHujbLSpKAwd6eXupYXWtXh05m+tUi5UCUR8HD7dz+L0FqVsnpWGqObhZ4ZZm1ln+vKC0+fnHUdZmWnliMChQC/fWen4LOQPssYmi5fnqb7jGHaD7Wd3vbn3bRonBLbueDuqQadH1L0uB9fdeNclpa5XTSs7iqeaIbBwfhHFlij5GkcPp7nTCBlGUj4211u/7viRHqbnWp7i6LE0N6fWiYwHmfVXGI6HicX9fGWlUeel6xxPxUGIpsdStywur20wHo0Q83hZzjkkl2y5QrZcIeX3cSQZRwjBaCzC6m4BXVWIB3xcWd3gH7zjPN9z5jhAUybn0KFDzM7OkslkyGQyTE9P4/F4OrpufrW9nr8Cm6fELMvi5s2bZLPZ+9bPPMmczdLSEnfu3OHIkSMMDg4+FCiqqvrIys0f//+9gctlMTziLAeDKWxb8sYXpwCHNjo3uc7c5Dq4NSwpmZvZZOxwmmqpTilf5fizw6zOZchtlzh2bphbF1sDYiDsZfbWGvWaydp8DoBojw8kFF9OYfkOpnU9qPPlvvUloClkX4iiX2sNMMGIj/xmSy25m5gweqKfG21ssPa6EmlLaKvZEV0J9H3Lpuz6XjaxSa2DJwuiVqM86MLWO9l2ttfFzlKnqvNutjP8ZdQ78znjJweatUzFXJnJ12d57luOc/v1Fp138vICvqCH028/ilmtMf3GDNVKnePPjTFza5VauU4oup/yurmYwdZVrBeOYgda3vs+T6a7aVzXsmI5v6Vt2AhPV5fOrme6O4wG4F+tUU43ckR7+zRa+67HXXizdXKZIqZhMffaLKdfGGF2p8TWRmebBNXV1nfHpWKZNmZCZUGtoLlUQmFvE2gAgm4X09s5dqpVPJrK2XSKlUKRqNvNSq7IbCaHKgSnelNUTZO6aVGs1bm82lIOiPm8JAM+LCn5+fe+k/cemdh3jUIIVFUlEAhw4sQJTNMkl8uRzWa5c+cOhmEc2DLhSZllWVQqlb/K2Xy97V75mYPsSXg2pmly69Yt1tbWOHfu3CMpnT6qZ2PbNpcuzaIoNt/5Xd/NxYsX+Qcf+b95z7ccb3oHNhAKeigVa06Uo9EKYHZmCyQszmXB2qSnP8LxZ4aQlo3P76bc6Pw4NJHqAJ94n5/saonSgI+Cr52p9NCnDRyYfwegPOTFuFJqjoEevxtoDeKK1jkaGmbXdFpvB5e9efPectdguK9VcteyKTscISEl7gK4Jg1KvXtfNJhtLoXNgkloMEki4iYc9VMu1hg/0Y9hmHgDbtaXdlA1Bcu0neWufE4kEeD6F+7i8bkYPd7H3C1n4Bw6lOLqZ24ycDhNNB1m8fYqN794l3AiyJGXx7n1lemO/fSNJVkwbOT4AFJRO9QP2kNhUspOcDmoSFMAqkBRnbBh03u15T6g2q/QIBGGxLdhUOp3tT6zW0BtRNyEypL1RudRKeHOV+YZPpHAO5pgfiNPsVTH53cxM7OFx60zPhDFHXTxFzsbGFEFNahyaqAHQ5U805tGFQLTtigYBuvbjmdZNS2urG9yPBHHpahEvW7KhoElJdfWNzmajCOlZCgapifoZy1fRFcVFEVhKrvNz73nnXzbkXHuZe29djRNa3bdPHz4MKVSiWw2u69lwp7X82aJBaWSA8rfrGy0pwZs7ucx7NXPpNNpjh079sAf9WEbqN3LpJQUi0Usy+L8+fOPXGT1KO0S6vU6Fy9cYnOziBACnzeAlJKdnRKf+ezt5npWzEc0EaQ42ZqtReMBdraKzguvOfHvza0SG+t5MCxcLpXDJ/vwh7xca5tlA/j9PlajBpWhYOfA9IiezD7bG+cVwfaZAInLjlfg8ugHrrZnNaPz99L8LuqNHjs8EFzucQ5735t2R+MwYThtiYUFwWULwy0wQg7DzXap1IXAqksKGxW0zTIuy8CnKyQGYszfWqFSrKFoCqfecphKsYaqq/SOJCkXK+SzRYJhLzvrOaqlGruZIsdfGmd7K8/UBUdoc6+eZ/zcCIoQuFwqc1fn8QU0AkNRViYdcoJIhJDCKca0NTrCmx2yO7Lzu/Z+Ps5yC4wsr4JWtrFdzvrC6tr2gPtHY3f+1TqlXh0UgVLvbHsuhMDo8yG6vECP5uHOa7MoqiAR9TM8EmdhOkMuk+f2ep7i81GsgKAnGUR4FW5tZ8nXnAmSKgTjiRgL27ucTCZBgVsbWxxNJpjJ7FC3LARwNBV3QnhCcHdzG8O2WWyE1QbCQRACj67xM+96C28ZGdx/ce23yrYPDJUJIQgEAgQCgX0tE27duoVldTaKe5yWCXtg81dhtK+BCSE6Eqbt+ZmjR48yOHj/B2XP3oxnUygUmkVd7YWaj2IPSxAoFApcunSJel1rJM8l//7f/AWxhJMkzmRLqDTKHhTBTq0VmjMiXlK9IQdsGuZ2a9SrBkJVkapKXUrW13bJX14gFPMT7wuS3SoSTYaZXspSOOvU0jwyoDyklQY9xC8XnUl1lydjdoW+KtXWtbncKkWj9fsFAm46CMP7aqi6wahzUVidRZHCsGm/aL0mcU8VqfZ5McI6VtiDulvDVgR108bUPFQNA227xOjxfqqlGoF4gOtfankiR54bZWFyE1VTCCVDnH7ncaauLFLJFbn9+gzHnh3BrkZYb8tVGFWDtZl1QvEAgZQPTdGoWQp9p4awqnUWqiC8LY+r4xLbm8khsdquR9idt0Ax6QAU0ytQKxJbB+UAEc59YbTGolqX+DZMyr06am0/IhWwcUfdaCWjqQix1sjb2JYklykSy1XYyRaxFCifjlDWbdwpNzt2jbDmJV9qFWCe7uvh8qoDzDc3HAA+15dGVRS8ukbdspDAna0s5/rSzGR3ONqTACSZYhm3ppKtVKlbNh/7jndz/gFAA04o62HyMpqmkUqlSKVSzclpNpt97JYJ4ICN2+2+Zxffb3R7qsCm3drzM/fqOnkve1zPZmNjg2vXrpFOp8lkMo8FNHvHf9ii0OHhYXbXJH0SUiMJLr42Q263Al4XtmWDAkJztKcKVcMRMVYATWWn0rpGM+ThxHiKW43E9d7wkd+pIN0u8iWD/J0MkYgLy7IoPJPcryHWvuFjWsfmmqAw5iE0W93HLmsHF4B8G5kgFPRSrLWYQH0jCbbX2kJV+8Cma7B8ALtKmF0EA0A1bQILZepRHakJbAFG0o+omrgKdWxNZ61os7axgUeVmLeWcOsasXQEf8SLrsKxswNInPwaCqRHk3h9/fi8Ghe/OA2mQf+xflanNxC6yvZOBUNoZHdrUDQJxIPkvS6kKVBNDaGrLQaZbJ2z7CqIFXtFSrZErUmUigSXwNYElrsBNu1jnRBodQtDURywUbrBput+td3vwGKVSlJDrR8QQJUSO+SlFvXjnd2mbzjG2kJrmuAPupmf2aIS06kmPFhuSc9QiGQ0gKXB3E4Ov6YT9XkYS0Qp1Q0GwyGWdh0vZTQW4c5mhrJh4lJVzvT2YFgWPl3nwrJTTHxt3SFdHEnG2SyV6A0H+chbX+BUT5J6vY4QotlN9yAAsG37kZuVCSEIBoMEg8FHbpnQbnuKz09KJ/Jps6cSbNrzM4/aDwacwb5Wqz14xYbtFWrOzc1x6tQpfD4fm5ubD97wHvagotDf+vU/p38YTp48SW9vL5+48BUy6/lmAzPNMkFTsYJe7HgA0ZjtmZaNBsgGxTlbbORzVAXp0SiUW9ds+nWODSeYur7SKtBUFLaLJrNjB4zXe+f32Fd9sO0e9hKcKlEqddJh2ztQerw6xTbw8fpd0AY2WheZIJjw0V6d0p0M72ay7WNbWfvBBikRCNw7znlIl4rt0RCaAgXn3IUQ4HJR0xRsrY5RLLMyvc74mWGuf74lcTJ8YoC7b7TCloeeHXXAweVmbbWACIdA1ykDIuFC+r3OZMKWSFVBqxhIIbDbw1TtHVSNzhyWVjBwr9t4shYKYHgVtMbttBWoRFXqEQ2pt/I0UhFoNUnIq5Jv81KElPsnIW2PsmqCf7mO7d4/+9dKFkJREKZNPeQmmgh2gE18IsmtnQK1uBvplSQPRVjYzZNMBbm80lKe6NUCvLqwjNHwfvtCQYajIbbLVcqNcGvdsri6usGzA73c2cpyujeFqihsl8qEvR7ubGXx6Tr/+FvfwdFkvNl2xLbtjomgoijNf8ATKerUdZ2enh56eu7dMqHd69kDl2Kx+E1LDoCnrM5GCMH29javvvpqs37mcWKfjxJGM02TK1eusLKywksvvUQ6nf6qKRDYts2FNy7zJ394nUhwiN7eXqSU/PmnbnZuj0CxQM9V0FdyiHINDMspfksGmuyhWt1ECpCNOoe1HSfma2sKtt9Nrd4awC2PhnCpFI/Fm2AF7Kc6Pyhn84iTLturUk24WLqxAsUqmBYuj87ubgtMwl0sLG9XAzKlS/E4PZrqWKYrRCe7lrvlCfYRDAAhu70jgVqsY+tqc6x1pP9VEApKPIpIOnRcrUt3zB/uvB5Fb/teESjutpmzqrbuv2GgVU0HmBTRwcjrGNwb6gtawSByI09oqoKvATTOtbQdzgZ3wSY0W8eTMRF2Qw1AEaAKdNl5r4MHsBLVrrCaf7WOVtn/fDfrnVQFGfVxdSNHLe6lPBqhMhDiVrFMLeEGn6TWr7FWLHJmqIe1QpHeYAC3qhL2uMnVak2gAagaJrPZHHe3sgxFQjw70MtoNMKz/b1cXF6jWKtzbW2TyyvrxPw+JjPbHEsl+PXv/Wsc70miKAq6ruNyuZr/VFVFCIFt25imSb1exzRNLMt6op6FEIJQKMTo6CjPPfccb33rWxkcHKRSqXD16lW++MUvcvPmTX7v936P5eVlAoHAEz3+/Pw8P/RDP8To6Cher5fx8XH+8T/+xwcWrbdbtVrl7/29v0c8HicQCPCBD3yAjY2N+27zIHtqPJs9fbO7d+8+Un7mIHtYsNjr4LnXUXPPfd4Di70GbE/i+PV6ncuXLzN/Z4v6WoHf/thf8D/SF5g40cf0XBYFB/ltQA15kHuzaQRaxURW80hFYIU9zbCHVBXMZABRcjycSt1EVVqV2MsZh/1lawpG2Eutx+2ESL6WUwwhyB/24Xndyd1QtzCzedwBN3WfC1soBCM+KLR5Mu7Ox9K0O++l0ZXviY8mWG+rzrddXbPuLvDZdw/MAwYYS6Kv7aLIsEP3NWw0AVa71+R2IZJxpqY7VQDWF1vLmltr9scBGD3ez9xs63upqWDbyHyJ2mi0BTSmDQJU6VC/O3I2UuKfL+HbcBqEWV1qC0pXBFk4UT28WQvXrkUtrCIb9OdsvYaoS2Rj//FIgLXlasf2fSk/G3O5tv1JPKsVqgP+Nlab3dkGQRGYUiCjjtcmNZW6G6yYQqo3QK3RWXQq6/SgaWzCSCqBYVuMRMKUDYP1YomQ2838jnP8xVyepd08Z/vSzO7scLovhSYURyHA6+HS6jq9oQA/995XGIqE6bY9r2UvL7Pn6di2jWEYlEol4vE4hmHcN9z2uOZyuUin06TTaUeHsFBgdXWVj33sY0xPT+P1evm5n/s5vv3bv51nnnnmTR/7zp072LbNf/gP/4GJiQlu3LjBj/zIj1AqlfjYxz52z+0+/OEP88d//Md8/OMfJxwO86M/+qN893d/N1/60pce+1yeGrABB00fNT9zkGma9kCw2d7e5vLlywd28Gx/EB+niKvbs9kjAoTDYYKeFNKWLE1vsjS9yZVXZ1BtR37FRiB1BcOlo1J38jOaEyJTKwZCgpKrIqWN7TOwIr7G4NRQ23VpDvg0wmk1CYpHxQLqSdeBxXr77M1Oqg6Iw5lBF7bizLIRAikFVtVCrZRRq3VUr2C0buAJeFFUQShb4oxUwJYYlRr2hTkO7dRQLIFRrBKYzDO4tIM0HW/PHfEz4VbI1grkBnZ55tDbyNZrLJXL2C4Fuwu8ur0Y5QBPB8tCmBZBRaHoc4Nl89yLoyxPrrO1skO9ZoFpIjTN8U5CQKFItC/Y0a1z+Fg/s3dbYGNrrWOFe0IYdYNKvkRxPIEdcjXvv914HGXZRi3XQTQmQhUT30LZac3dbHXdxlI74CcRXWEwz7aF6ZcYoYZXpUiEYSM1gf+AfEK1KwSqqQJZNLCyNYyEE3lQqgfkfqR0woFAJSWQUZ2KR7JQcujIvckQxe3Wvs8O9nKxLZymCsGRVIKKYfBcfy9V02QlX2AoGm4SB3YqDjA+O9DL1dUNzg8P8I+/5e2kQw9HH94LoRmGwc2bN/H7/fT09AAcGG7b+/tJmKIohMNhwuEwFy9e5F/9q3/F7/zO73Dt2jU+9rGP4fV6uXbtGqlU6sE7u4e9973v5b3vfW9zeWxsjLt37/Lv/t2/uyfY7O7u8uu//uv87u/+Lu9617sA+I3f+A2OHTvGa6+9xksvvfRY5/LUgI0QgqNHjz62zEu7PcizWVxcvK8H1d7t83HBZu/4m5ubXL16lZGRESYmJrj0F3/WubJoxMktAIklBGqhhtRVp37CqyNdOjSkXyy/G5CoxRpaJU/doyJ9ByccpVvH8OgYQa2Vt9l3so98eY9hguK4j9BUw3tpapQJ8LqZnd1F0wRaZZvKxjYjJwebumMA4d4wu1tOiFDVVcpbZYc8AcTSYba3nfyPFwVTwsqk05k0AYw8P4g7HeT67VVk1UKp26gVC6m1+FuKpmApwmFhNbzZPTHJuFuhZFpYqsL8co5cpozudWEaNVxhH/VyHcswHVXtcJCK2eWVdTXfyW461zE8FmfBq1LbNJH9CWy/2gIa55Y5YdOAiq06oS3XZhnvagnZpr6wr6tndy8bwYFEEFfRRq05PWkQoNUkJqB3hxwFlHc7wSaR9LJVrOPZrqKqUI160Ay7g7TgeGMq1ZCgllRRVIESUBkM+HBpKulokI1SkbFYlIpRJx7wNQFkz071prjSKMyc286hKoLjvSk2iyXO9vWgCoVcpULE6+Xi8hqHk3F+4b3vIuZ7tGJLwzC4dOkSLpeLM2fONMGk3euRUjZJRw8iGTyueTweJiYm+PjHP45hGLz++utflU6cu7u7xGKxe35/8eJFDMPgW77lW5qfHT16lKGhIV599dVvfLCBh5eseZDdC2zu1U6529qThQfZnbvrGDWDU6cPDvXtHX9ubo7p6ekmEQBgY3mnY11NVbDbChoVJGKvLQBg1yxE3XJm55Z0YveKglqsOQON34Oomyi1MlbQCbHtJcgtTSBdaqfa8pu0bg7SA1M60vldy70eB2xk1wzYdgZLE4Hp9SP6XKzs1Dl8fpyFm8tggcfnoeqtU6sY9I4mWWmXkumLUqlZeAI6O5slLK3K0VN92EJh8voKCxeWiSSDuEu1JinCFqLjWbNMG3TN8QqkRBomwUSAUqnK8tQmJ952mBszGWJBDxtVgxpOE7pUOsTqQpZcpog/4KJcqFI3TYTHjazW0FwaWytOKFN3K8QHAlQ1F0HLYmZ6DWs8DR63c8+65zRt52d7NbRcDd9qGRAdTei6LRz2sltoEUUG+qMsr+Q61tnTWVUNiWfTxHY1jlG1sbrUESIhL+Vs5zMbDvrYwvHe9K0qAV2gRLzk8m309V43Wz4bqQo0S6CGdEo1g+VanuP9Sb40s9hcNxHwsbiTxyNU4gEfQY+bRNBLsVbneE+CbLnCTqnCoZ4419YaLbsLRXRF4WhPgqvrG3zr4TH+0bvfTsjzaD2sDMPg4sWLuN3uDqCBTm/Gtu2Of/cjGTyutUvV6LrOW97ylje1v4Nsenqaf/Nv/s19Q2jr6+u4XK59Ci09PT2sr68fvNFD2FMFNk/K7pcz2SvUvJ/UxN6M5V5g8/H/eoEvvTqNripMjCZ5z3tO8C3fcgK9jTVlWRbz8/O88MILhMOt2PHGSueLm0wE2GgfDPbJvcvOhHapDghsj+6wilQBHh11bRdX1aDSE0LqqiOOqCgH05vvY/tWf0I4JV0K1ZjOeCjESltOw2lk1vaS6hqmlEzN7iJrgGWxsZDlyPOjTF1eYHN5m2jCT/+hXm5fmGPm2hK2ZRNKpECWiGR6WVey5PKt2Xh6KMbOrbY+OxEv5XIb9bpLRwxFYdcGkQqj5EpMvTZD38kBMmu55mqZjTyZjTwnzg7gdmtEEgFUzfFGNV1l8uIc6eEEK0tZZEynpqqsVjWMsA5xHeFyO4KhQji0ZtF6Ffdyd02zbaRbpxb34N2tY7eB9cBYksWNVthuYCDG7u3WtQYCXYNv184ViUOVrhrUAwozt9aaCgMCiEZ8lOl8Zov5zsJNa6uO11A5lPaxLEx23bDtd+jZ0pZ4Qi4KhvN7RHweVgotJQlNFQT8bjYbgLacy/PMUJrPz7bAyK2qTPTEKdUNzvalUYSgWKuhayrX1zd5YbCPf/qt78TnerT6lD2g8Xg8nD59+r5g0Q08wBP3ekql0kOz0X76p3+aX/qlX7rvOrdv3+bo0aPN5ZWVFd773vfyPd/zPfzIj/zII53bk7C/FGCTz+e5dOkSkUiEU6dOPVRo7H4qACuNQcewbG5PbzA1s8mv/NqnScUDnD0zwOioiscjeemll/jKZ6c5/8pR3I0K+j05jz3b3e7UjXLrKvX2Xird0iu27KDB6jsVEAI74Ma2JdKysF0aov1B7/YY2xefdBjtPuBWHPcTqHWCvNPgre0D03LqinQdElGoVFHcOpOX5pES6lWDWqXO7YvzjkcC9AzH2VhoDYipoRi5G60ZmOiiTvf0RpibaWsh0E2V3iNguHWsVBg7X0bulsjvdtLpQxEvdy4tYll202M99vwo1y8uAioLCzvoMT+y1hicXArYNlq2gu3VWzU0XTdNMS3s9hovhyuAEffSHwuwudoarMNxP7SBjei6lm7a+PhokpmZzvYJeyE7V9EGIREK2F4dTInPfcAAbnbuMzAWYV41MN0GtiKwfK176HcplIw6UY8Ln8vFYCrMdqVKb8iZwcdCPrbKZQ6n4ti2TdTnZbmQJ+L1kK9U8bp0eiPBZlEnOxD2uIn7vcxt5fieU8f4B+94Gfcj1sQ9CtB0W3fu5kl5PY8CNh/5yEf40Ic+dN91xsbGmn+vrq7yyiuv8PLLL/Mf/+N/vO926XSaer1OLpfr8G42NjZIp9MPdX4H2VMFNl+NMNr6+jrXr19nbGyMsbGxhz7G/fI+uVyn9LhpO5L3G9kin/z0HdRG3PyTn9ymsJqjmK/yP33f82xv5qk0CjMBQlEf+Z3WvgIhL8W24kZFFU6b4IZJOuPvzWUpkTaYUY+TrH5Av5J2e2RP5k38REZIReY6PztydoibF1uz2PYCICGEE95SVKTbAxUHWIM9PspzrVbWsd4IG6utZa2rArvcleDOtkmqNHXm2o/fId8jwONivWzS61PYrFvNU+wfinN7qzXwuz0as3daIBft9ZHNt54h4VLRsxWEBKsdBLrYcnbX76fs7UIIlmwbndYcwewqmKobnc+s3TVZ8RwgG9R8J4QABIppISomtgpmzcAGbI+CVrVRVMH6VoFq3I0R0jG9Ghm/RKp6Q6NNohkK0rCJhLxYPoVSqcJusU40pvLabEvV+vRwD19o82CO9ya5tLbuvE9A1OchGfRjSpuzfWlURVA1TAr1OrPbOd57ZIKfeuWtaI/oQdTrdS5duoTX6+XUqVNvOvzV7fVIKZt1PY/i9ZRKpWa4/UGWTCYfOp+zsrLCK6+8wrPPPstv/MZvPPB6n332WXRd5y/+4i/4wAc+AMDdu3dZXFzk/PnzD3XMg+ypApsnZXteyeTkJIuLi5w5c+aRGR33CqPZtiSfb+s50i5q2Fi2Gmyn2zObICX/9ne+yL/77S8QD3qw3CpULTQgEg+wu1Nujt/RhL8DbHoHYx35CSHo0iFxGKe2T8fyuxy9L7gvIDiv8dewQrlDJ0Yw5eoc+K0uAc5gxEexHRwag6kI+pEeF+SLlGudj21+t1OluVTo9ECybWrTvoCbfK71+/X0htloAwxs2Tn4207iWyqCVVMSDbmbHo7Vpec2eDjN9O02sOmJkM07v1+yN4RPV1nMVkB01gK1S/5LKZFdVGZhWE1hUksFEXbhaiTtS6XOa83nO2nL3UC73zqzcM7xnQmLAtydy2DF3aApGCGnGNTyiKYQqBQSKUCt2EgkZkBxmIcuBRHW2M47nvtgPMRyueXF9wU9XFtvsfQOp2JMbWexGkCTDPjQdJW7mdbzPxAOUTFNCrUaP/zCM/yv5593mrI9gtXrdS5evIjP53siQNNt96JWP0xBablcfuK6aCsrK7zzne9keHiYj33sY2xttbzaPS9lZWWFd7/73fz2b/92M+z/Qz/0Q/zET/wEsViMUCjEj/3Yj3H+/PnHJgfANynY7Omrra2t8eKLLz6Wiuq9wmilcq1zttidMT+o+loVWAg2y3VkIgBIrLrFRqWGpQuE4fSZ9PhcHbvzdcXbh8aSLDZCIJaqIH26E/NXOxPe3WGzeykzwwEtBL7Ktu6xeWY4xsZyDsuyKbQpCYCTeG8XG20/c6HrSL+Pwm4VadvNUGEp19GzmLXlVqgyEPFSaJscxJJBiqutsFMo4u0Em25pBUkHe25HgterUqua+8ge3T16TMs5v8HeMImolytXlgEYOppmuu2Ydhu4KIaN1V4Eatn7PB8zoKGWDFRLstkGpEIRZDKdwLu90xmmLXe1mE72u8mstIO7DYrWtijBrTRDbYoAcw9oTBuhCtSaAziWV2neqxNH0lxeXEdTBD0hPz3xILGID4EjPLpr1FCrbkq1GmG3xuzODkbj3g9FglgK6KrK6XQKXVWR2Mzu7LJTqfK3z53mR19+gUe1PaDx+/2cPHnya9L++V5eT3vYbW+9fD7/yKK/D7JPfepTTE9PMz09va/31944aRgGd+/e7WgW9y//5b9EURQ+8IEPUKvV+LZv+zZ+7dd+7U2dy1MFNk8ijFYul7l48SIA586de2y57nuF0bpnkvvARR6EPp2yI1JTsL0KOYCUc35qxWB9t4KlCtSGcKRQRJO6aquCQt3EaoRBpEttMdYedN/uRx+737oPs/4jmq3A5NIS0cUcvUf6oZZncCRMqWSxvVVke6tzsIykw+SynQMmQoDfh6xUCUR95DKt72M9IbZzrd/IH3FT2Gi9RP6wF9rAxt0VVgrH/Oy2eZfCspzQZJvV6hJVU7G7ehZlNlv71VwqG2u7nJyIM/XaDMHzh5vf+aJ+aFxnNO5nw2p7pvYmMg2PWa11FUsC2E5OJawJdttkfpKpIBttHUX9ftc+T2e7K0cY9UXI0CbN1DUACzo9d1MHLBu9ZGO5Baa3cW+kjdQUfKrK8bEeqrbFYDjEeq5AJOzn9Ub4LBHyIXXYKjq/yamBHqa2s7h1DcWySPs8rJVK1NomeseScWZzuygCfuodL/P9Z0/xqPb1AJpuu19B6e7uLq+++iojIyNP9Jgf+tCHHpjbGRkZ2dcx1uPx8Ku/+qv86q/+6hM7l6cKbN6s7bUi6Ovro1QqvakH6qHB5r5+Aw8UGxPgsMd01XnlU35M00atmNyZ2sDWVRRbIlWV7KZThS9F1xEfBSC+ymDyQBNQOdWD79Y6m3eXKIQCqFt5FNMmMRwnpLroP5pEqhrFcp31du9BSjS3jmVJhKpCwE+taiBVpdlALdEfYzvXYmN5gx5oAxvD6gx9dfuu/cNxdm+sdK7QjjWmCaqCBeTrJsP9QUo1m0KxxlZD2y4U8jA6HmP5zjq3Pu/UC2XbBvlK23MVTwepFxRGokGq6wU0xWbuziYSsH0qliowop4OwFGrFoqNU3/VpgHo9nQ+7/FEkOJim5cXcHdo0gFsbXUyy/Y1YdPbHhDTRrNBSodeb/obwqCGje5SiChuqljM7+yyuetc75mJXi4urREPeOkJ+QmEPFQNk6jPQzTo48LqGvXG/Tjbn+ZWZouwz0vE7UJHIk2TyWwWS8IPnDjC/zQ2/MjKHvV6nQsXLhAIBL5uQHOQ7Xk9hUKBD37wg5w6dYqPfvSjX+/T+qrZNwXYSClZXFxkcnKy2Sp6ZWXlq6Jv1h2GeGR7EBVZEdh+F7bfhWFLlLKBUjFQzc51OuxrDRj3sX1U64OuV3dhKQrWC6OYhor06LjmtqgPhJl7rSXbP3CkD3s5S3ooQTgVxhPxk82UWFvddXI9to1UFIQl6ekN4Q958Ppc+Hx6k9rs6Srwq1Q7JwulYufMv1Lp/n272ICG3aJqaxoL2zXk6ia9w0GkIbBMi8zNVYyEh2xDSSCUCLC55vwtFMFq4+9UMkgCwerFNaZNB+DGTvY76wFq2eLw0TQL8xnUHj/bDhvE8XaEIF+sdzRK07tkerqV6hOJAMVi6/pDIU8H2UXTFWxNYDbyaNK2sT2aw6Armo7mXqPRnq1KkBCWKsH+EAu5ArVajeNHephaz3KkN0Es7CVTqRD2uHFrGpu1CjfmMoQ9Lo4NpNgslxmJRTAti56Qn9eWV7AlbJolNkslnu3v5dLqGmGPm79z6jgnfW4uXLjQ0dQsHo/fl11aq9W4ePEiwWCQEydOPDVAs2elUonv+Z7vwe1288d//Mff1EKcTxXYPE4YzbZtbt26xebmZkeh5pPo1mkYJmvrOXrTkebnq6uPrwb9cNZ2DxSBdGuYQRdWw9uRgFoxuzybN5GjebNA9Rgy0YotqL31MIW0H3fWwo4FMDO7rI5GCL620FxP7/FjzW6yNrPB2swGR14YZ+nyArpLY2iiB9WjYwuFpbkMG5tF5NI2rpktavkSqmXi8bsxljdIyhqKriAQBHbL9Mkqlm1j2Ra1mTIpG9x+D+6ADz82Jw4lqZiSzUwBS1OodlPR28c2RUFEI1QMhdxsy6My2lpTpyfS7E47LRJ6xxJkLZvTI3GmvzTD7vG+DpJEZrPFqgOoVgzMmoW5mOfw8R68AxHufKV1j9yqwmB/hNVsEdn1One3Jnd3KTWnUsGOMFt/X4S51ZYn6fNo1Ap1lKpTnGkG1OY9kJokYAr6D8W5vrZFyOfm6GiKTKXseOaa4LX5FVIhPxO9cWxNslOt4vXooMOXlpz8lU/XGE1E+fLyCrqiMBwOEfN68Ok6X1hYQlMU/j+vvI33HHK6a9q2zc7ODplMhsnJSWq1GtFolEQiQTKZ7Kif2wOaUCjEiRMnnjrp/kqlwvd93/dh2/Y3PdDAUwY2j2q1Wo3Lly9j2zYvv/xyh0L0kwCbpeUdXn/jLj/5D96HlJI7dya5dn3yzZ30vsH+4fItUlMwgy6EaWO7VLSq6SSTu0Unu6yzTdgBx++yJ04YOCCnpUgw0kFMl8AtbPC5MZMB6pqC1RMBaSNyRW72+Wh//VTNuVajbrJwa4UTbznMrddn8QbcpIbjrMw6EwFvNEhldQtTU5m9PI/VoAPrbo2N6fWm1I3H76ZWaat692rU660TVjSV1EQaVzzA4loeWz/gdTFMhKKQr4GIRZHbOyiKYHWhjUXYUHlWNYXeniC512a5e2MFhOgIEwYiXnbbqPCqKthYa+WBVm5tcNrnYbg/wkKjELgGzF5Zwm3ZWKbFyf4I0ucim6+iqJ2tuIvFri6aXZpxsqHgGQt6GIoEMATcvbMOqoJQbFAEqgJnnhvhjVtLuAIeLA1ODCaxFfjK3DJhn4fTE2nKtkXI56a3J0SuVsOLRjLspy5tLGlzzteLrigIBaYbLZ+dDpu7hD1uvrCwxEA4xD985a2cH2opdSiK0pTnP3z4MOVymUwmw+bmJpOTk/h8PpLJJKFQiOnpacLh8FMJNNVqle///u+nXC7zyU9+8pu2FXS7fcOCze7uLpcvXyYajXLy5Ml9rvTDiHHez1RVZWVll5s3nXDcjRs3+JM/vc3sXBft+Uk3gOl6J/YN/oojQWN4NYcSa4NScbpz3msf99v/V9vueTgFp4OmEBDyUUuPYCsg4yFsXUG6oaKKDrDJdbUcLjZCQJVijYXbqxx7cZy5W6uMHEkzZxgMTfQweWURDOc36x1NsXi35X30DMVZvNuiKqdHUiy2MeGCcQ8b0xvABgKHLWhI4fSf2WsTYJjNsJrweqAnSSKokWloubm8OkuLWY4eSZGZ22JjcpNKw5tID8ZYX295MqneMIXpFjW1pz/K6lIn4217q8DWao4jJ/u4O+t4S3bMT3/AxcKNZdYa1ycEROJ+jgwncCeCGKqC6tLI5cxmb6FMNoeqCoIBNz4X+E2bcZeL1bubzHl2qAdbk7f0iV4KhRoDqTCX767QlwgRSPq4Mb/BxHAcn9/DEBGiMR8V2yTgd+ETbi6urxH3eXH5Ary2uoLVIEAc70lyZztHsdEGIx0MMBQOogmFV5dW8Os6//Td7+C5gb4DHx/nGgV+vx+/38/w8HCzadn6+jrz8/PNpmbr6+vE4/FHbor21bJ6vc7f+lt/i2w2y6c+9akOhZFvZvuGBJu1tTVu3LjBxMQEIyMjB85ankRPmu2dMptbBf7uD/0HThxPUCq72Nw6oPr6EWzfRP9B4NIdImsv6dFVsGysgAu1YoJ0+sfc7/wedPw3bQ/K2ewtC4FqODUlwsaR8Udghn0IVcFIebBVAT4vlCtEkkGmPDTBJ5wMsjTdAgZNV1mcXKdaqnHn4jwAilsn1hchn9UwcgWC8c4ahkCkM2zR3YemZzBFPrvUXA7G3GyvlRB1w+nZ4vNCV1ttoWlkGhphobiPibPDzN9a4+6r0/SNJVmZb3UcjfaEOsDGE+js3RSK+jrAxu3RWFvcxrJs5q4scfzcELemt/AKWN7sBOLe4TirU+vsNNQuhCJweXTMioFHVdDdGlo5graSowJUBBRSYWpVx7sZPJLmTsM76xuOoQoFSiZVl+T4cArTIzAFvHB6iOntHXyah1DCi6lKUAVLlQIb5SInBlLc3c6ysuEAdiLg5UgyQdU06QsFmc5uY0soGwbZSpWZ7R1O9iT52Xe+lZM9j1Ybp+s64XCY6elpent7GRgYIJPJsLCwwM2bNwmHw81cz5PuG/OwZhgGH/rQh1haWuLTn/70m1a4/0aypwpsHvTjSymZnJxkaWmJs2fP3reC9kmE0fZookuZGkufX0Gvm5guDVE1HOVdwX2r9bvrPYGHCJs9IPl/kLSKEFhBV7MHCnbbgd/s+/RVfB8FTpGiYje6bQqnUl21FYygU0NU74sSFjGSozHmgxJlLk/ApzN8rJ/rr7bIBIeeGeb2hfnmciDiY+HOGtVyHV/QQyTudxL2qgqN58I0u56Prnuvuzpfj2gyzPZag1Vm2QRUC9MWoCrUGrtSkU5iXVXpn0hz58I85UaRqT8WgJVWWMzs6stjdFX/dyez+wZjzDU8MduSTF9c5KW3TXDhc1POCi4N0RDSjMQDrE61tk0PxVlrgIe0bNxuna02Tb70WJK1TCuEV6i3PPhUX5gr11Y49kwfG4UKyYEQ8xvbDA3FKCsmw0NRLB0QFlXLomZZJMM+IiEHPI8k4+xUamSKJXqCAb642ALwuNfL4UScYq3O9Y1NEj4f/+Td7+BwIs6jWrVa5cKFC0SjUY4fP44QgkgkwsTEBNVqlUwmQyaTYXZ2FpfL1QSeWCz2WOruj2qmafLDP/zDTE9P8+lPf5p4/NGv8RvZniqwAQdwujnf4PxQV69epVQq8dJLLz2w0vbNgk25XO6QNQFHlkYCeHSEbUPdckDHbpNX76ppkW3i/gdG3O4HLlLuX24fgNqYSICj7iyEcz510/F89vVEPvh6H/r7N2tdigJC2hgu528k2CqoNsjGu28kA5QKJreyu1ihMFJCoWRw/Y15+g6nqVdNYqkQqq4xdDjN8swmtmXTP5bk7iUnkV4uVKmWBf2jSUIpE6NSBctm8c5ax6llVnMdy4UuWaJioXO5ZyTO7I0NwCA5FEb1evC5dWZvOHTn2xcWCEZ8HH2uF9uWTF5vUapVTWVlrrPp2tZ6JzmgvRgVwOfvDAPZtiS7lOPEmUFuXl1CiwQwN3MIoLjT+exGUqEm2AAkB6MU7rTILrF0tAk2qq6yvWugaYLBtI/LV5cYORShZBmE0j5MRTJ6KIH0OXVglg5ly0BKsLEJ+9xc3VhvtnAG6A8GSQS9KIrgVE+SW5sZLCnx6TpTmW2y5TJvHR7kp97+FoYPaHr2INsDmlgsxrFjx/ZNXD0eDwMDAwwMDGBZVpNkcOfOHer1OrFYrEkyeJzuwA8yy7L4u3/373Ljxg0+85nPvKkeNd+o9tSBzUFWKpWaWkbnz59H7+Z0HmCPCzZSSmZnZ9nY2KBudH3Z/gArisPzbQySolJveDv3GdxF57Ls2qXcBy50yfHTyYTqBhtLgiZAVxzJk6rZKciJQ2f9mrbq3Kdi3blsuxUMv9Jctx7Vqaui1TzMBVJRqEZ8SGD0RJrNpRylfJVwPMjtN+aaICEEnHhxDKNqIgT4gh7KjQLNY8+OcPO1GcAZ6I8+N0oxm2f+5ipISXok2SGS6g97WWkTrBSqILfRCTb1SutithZ3SQ0LikaNcNLH7pazbiFXppQrI02TIyd6mby9jrQlI0fTzEy2DfapYMfkRtUU1rvyNeWuGq9EKsh8I8d04rlhbl5ZIjKaIuZVmLu61LFutyxQ1ezcV7XNqxo90Ue2WMPnduNLRDkz4WKzXKImalQLRTw9bnZqNlGPjzu5HSoN7a+4z0vc7+PK6jIuVeVQIkbI5QjETm1vUyy0aOUxr5fjiQRz2zky5TJD4RD/8J1vo+8hm561W6VS4eLFi/cEmm5TVbXp1Rw5coRSqUQmk2F9fZ27d+/i9/tJJpMkEgnC4fCbDrdZlsXf//t/n9dff53Pfvazb0rM8hvZnnqwyWQyXLlyhcHBQQ4fPvxEhDTvZXtEgJ2dHUZHRymX5zq+7+4jsqcPhSKQXpcjLSIEolwHCdKvt9hkexu1L4vWF63vu9Co44DdUioPWG54OlqujuXTkBq4ylBrn7g9YU9mX9TwIeqKnLbEorm+6WmBj60JbNWRdBHArbqFZyvH2JE0NzyScMhLseEBHD03zI0vt0Jrulvj2HMjuH06Vz/XYhFapsXyzBYCyeDxfnwBNx6fm621XHNQHj7ez+035pvbDB1Ls3C7lSMaPJxmaaYFFl6/C6TK5rzDRhs6miS7lsfjU9lc2KRWNoANIskg/Yd6Ufyds+dkf5RsGxOtbyjGUpvno2oKqwudiuE9vRGyDTWEWxcWOHp2kKk7a/QPpVG0lWafJFVTWJnppOwbbeVFLq/O4lwrlxSK+liZyZA+0w9JDxXLwhXzEEh72FXrlGo1bKvG5e0tBBB26xyKRhGaSq5WQxWCumUxub3Ns729XNvaYCIWx60o3NjcxJaQ9vu5uLKOBL7t0Bg/+baXST4G9XcPaOLxOEePHn1kYBBCEAgECAQCjIyMYBhGM9x25coVgI6anoeZ6Labbdt85CMf4XOf+xyf+cxn6O/vf6Ttv5nsqQObvTCalJKFhQWmpqY4ceIEfX33ZqUcZI8KNtVqlcuXLyOE4Pz582Sz2c6eJ7C/CVk7+OypBQsHeGQDeJA2olx3RCQ1ZR8gSNHWQ1MVneAj2oNwB1i312B3idU3akKkR0MxJZRNZJc8i6jbSO3e8eoH6CM88JweuAxoNRtjj8Ldfn8EmH6VnYQLte6EMC2/juzrYcO0ySPRN7KMnhjAHfA22WnN/Woq+UyRlekNho/2oro1Zq8vIxRBNBVk7sYyO426luGjvZx522Gq5Tpao5Fa/3icQr6MkAqKUPH4XaiqitunE4gFGFJV3B4Nl8+N5nFh1Ex6R5OUaxa72yX8qShur0qmBOgW2BY7+SrVu6vUswUS6QjJ4SQmAk3rvMuhsA9oE6EcjrEw1QkYO13SPnevLPHsy2OsTq1z9t0nmLuyyM7GLmMnB5m62lJXDsZ8ZFZaIbvhE/1MTm0RCnsYG01y4dVZ+s70suGW1LfyaAMudgIWmdwuA+EgqlfDqppoioJh2/T6fVzc2myqMYRdLsYiEXy6q1lPcyfTqDMKBDgUi3FhaY2KaXI0meBn3/FWovfpL3Uvq1QqXLhwgUQi8VhAc5Dpuk5vby+9vb3Ytk0+n2dra4u5uTlu3LhBJBJpgo/f77/vMW3b5qd/+qf50z/9Uz772c8yPDz8ps/vG9meOrABx8O4efMm2WyW559/fl/HuIcxVVWp1bqlZQ623d1dLl26RDwe58SJE6iqiqIoVCptxXxd+RJp252aWZYNbYO2sG0kTgMz2++GqgGaq7UvIZohOGcDOjwd5yLajtfYrjsq1zF2HxCyan6kiCaQC0M6MiSmjTdvU/K9ieToo1K/DwKbso2lg+1RD0Y2VWB5VbAltgJCUcj6NBACQ8Ds1UUGj/SyvrTNoZODWBLmbq8yerSXW19xQmcLjfzM8LFeYukwlz59q+MQlVKVG19cw+N3M3i4l82VDPmdEoNHB9hYyDJ7zRmsDz0zzNZ6ntuN/Z54y6GOFgmDJwZYaoTfVE0hkAw6z8nes+J2U1EViOtsFWtsvTaNrglUTSWgqyQH4njDXjzCZmw4yvZulVyuQiDY6QmlesOsLXZ6OkdO9XPx81P4Qx4ChRqxgRh940l2u8Q5B4/0cavtnDWPixPH09y9vcqdbIH4yR52dYiFXOQCdXxJldxumVTQx3x5l2JD+FRTBG8ZGqRqmkxoKlPb20gJpXqd7dwuV6o1xoJBFFVlOpcDoDcQ5EsLyyT9Pl7pG+Fn3/FWQu5H664JLaBJJpMcOXLkq8IsUxSFSCRCJBLh0KFDVCqVptczMzOD2+1u5nmi0WgHocO2bf7RP/pH/OEf/iGf+cxnOnrL/GW1pw5sqtVqU0jz/Pnzj52sU1W12UfifrbX72Z8fJzR0dHmQ1uumB3qzrqqYLSrPVtdleR2V0Klu+nZ3sCvKGBYKJUadrhrNtfeQ6DBzmpOFwWgd4JPd4pnn3V5UcJ2NKXcuxaWR2BpAqXdebNtlBrY3ieY03lAzgZAMcCTsymnVafupmOD9hUFtkfB8KnYbg0BmKO9uCZXCMYCLE1vMnnRCX0OH+9DSJtIIkCuIU6puVR0TeHSp25w+NwI2xt5Mus5ALxunc2qQb1qcPNVh8Z15PkRFEWQHoqju1U8QR9zdzeaRaKJvih3ri43T2/4aC8LbXmeseO9TN5phd76hmItKrOuOf9cLiwhMbbzUKpRzJXxhTzU63bzOL6AG5krcHw8jtRU8sUasWSIrbacjsutsd7ogFrKV5m6uc7I4R48fg/zVxboHQnicnspF2pUKwbpwSjhsBePV+fG1QUqPg+iP4rLqzI0HOPGxjrVsM6ckcdal4zEwqxUCpTaVAnO9qb54nIrN9Tj9zMcCmOYFlca7QNmG105+91ukh4vl1cdNt1gKMRH3/n2R+6uCV8boDnIvF4vg4ODDA4OYlkW29vbbG1tcfPmTUzTJBKJ8KUvfYn3v//9/PZv/za/93u/x6c//WkOHz784J3/JbCnDmyuX7+O3+9vehiPaw8Ko0kpmZmZYW5ujjNnzhCNxMjnyoSjTty4VOzUyPJ6dYy23iBCdoasukNY3d8j2xK0ugr11gvyUM6BaP6nZW23xwl3dedwuhZla1daVSJ02TH4axXwlmzyo28CbLrB5QHfIyUKIE0Jlu1QoDt20FVnpAryhwNoJee3taJeRF+KyZsrmBEfWiOU5gt4uPHlKVRN4fDZYcrFGv6ghztvzAIweWke3a1x4oUxwObmF6c6jjN6aoA7DULBnh15YRwZdeMLeVE1lVBPmPh22ZGNN0xCIRe1kEatXKdarqFWaii5ApqmEgh76Y15ifp0TAFzs9tYloWlCGyhOF1J6wbsFon0BVibagFJKB7g9ldmW7dEVTAG4gykA4RifmwEnoCHq23nq2oKLo/OxTcWCfZEqAvB6lSGnqEYM9eXsVVYyQcRPjd6OoLtUjgykcLwCF7PreMb9RJKeDlhubGkzVqthG1Lom4PSb+fvmCArWoZj6pSbbxn5Xqd7XKF5Xyec329LOV22WrI1qdCYa5sbDHs8xJVFX54IM3W2mozHPWwtqfqnkqlHimH+6RNVdVmAzMpJcVikcnJSX7nd36Hn/mZn0FRFH74h3+YYrGIbdtPnSbb18OeOrB55plnnCZgb/Ihul9bZ8uyuH79OrlcjpdeeolgMMif/z9XeOMLk/zML38vAMWNAr1WjcThQdZzZVwulXwb2LhcGh1Bugcm8+9xouKA/7cVPkraQmcPqLmRXRWa3WG2g8JuQoJv3aSSUFGrEq3atoZpo1h0NPp6ZOv6Ce4l1CkQBFcMagEFQxPNBmLd4CMbtU1mQEUxwHYpSEtCMEhtIkb/2i7RuJ+7FxwPxzJt7l6Y4/iL45TyFcbPDDLTYGoZNZNaqcrueq7jc4B6uTME2zOS4O4brQFfURUCsQCFRi2WUAShdIF8Y1nRFBanN5G2xKibTn7l9lozz6K7NZ5922GWl3Os7knWuHSIhVlf7zy23hXmnDg9yFQbjdof9iAVFQ1Jsj+CP+wllAiS2ynQNxYi4PfjjwWJjvSwtZrDP9JDWVEwLZtIMkByOEoxX6Wq2lwXedKDYRbNAssrJby6RiziI9MAjYppMhaL8NlFh1buVlWeSfVQty0qdZOZHedaLq2t4VJVnuvrRUfltWXnfIdTSX7hnW8jv7PD1tYWU1NTeL3eJvsrEoncc2Aul8tcuHCBnp6eryvQdNueUsG5c+f44Ac/yC//8i/zEz/xE9y6dYv3vOc9+Hw+pqenn3ivmm80e+rARtf1N1Ufs2f3CqNVq1UuXbqEoiicP38edyNefOUrs7zxhSkKuxWCYS9/8JtfIbtSYvvuZQBOvuMw3rgfGfCwuJrDoyrU2gQaFUVw/7Pex9M6eDVF7AeqNutI2He/bO1J5m7P6j6mlyXakkk1qiDaLsKdk8gyVJ4gU3PfXWgHIynwr9YRyxLbLaiHNAy/guVpDbZNBqAQ2LoE20YANZfTbnctV2FzJUe4N8rY8T5q5Rq6rnLtC5NNTbS+8RSBiBdNEdz+8hS2ZbO5mCV9KAG2SigeYPLCLO0W74uy0VanMnpygNm2VgQDh3tZbuuqOnioM6TWN5ZgdbHlrRg1k7mba2TWdzl8ZoBsrsJ2tkj/YIyVuQx6Ikoq5cPv1ZhuC9UpmtLRNwdg+Ggfty46g//qfIYj54a5+PmWp3b0uQiXvuKAr+ZSiQ3HqWaLHD+cxvRo3L65hpZ0k3Ur6AEXWaVGzbJI+LwcTifIViscTyQo1utEvR4ub7RCgzXLYmZnh4THhxBwuifF9Q2nRYJhWkgbrm9t8lxfL3Gfj1/81lfQVZVwIMDg4CCmaTbDUdevX8e27WYCPpFINNlfTyvQ7JmUkl/91V/lYx/7GH/2Z3/GCy84zd0Mw+Dq1at/6YEGnkKweVJ2UBitnQjQ3ddi6tYqlmXzkx/6dQ4fSzuxdZeOpIIAVpZybC9tIwwTt1dn9IUx1qTElQyysraLpqn3BZt2LoDzwQNWbk35W9jTvZP7eTryAGfqPscUEvSSjZBOwt70KbjKEtuAvdJCUbcdQGu86FJ2seXsA9hz3SfR7Wy2A6sqkC4FpWqi1UDbMmALLFedakillnS1wAYc5QSvRrXHh7Cc/ZjJIGrdxDBNrn1xEsto9LNPR+gZjGPbFrqmsLm8gxAw8ewoUxdmkbZkfSpDMOYn1RcmFAuQ33ZyPS6vzsKtth43gNvXmdQOJUPQBjaBqB9ogU0kFe4Am8GJniaRYOrqMm6PznPnx7nYCOcZhsXKSoFDJ/oYOT2ES1fRdAUUmLm+2txPaiTC7cutZH8o5mdxtkVjjveEmJ1xlt1enePPjlAu1yhs5qkZFpPzGdSEm81hQU2zeWkkSckwkJZkKBbpqPYfiYaZ3tlhJBwm5vWyXamwUSqR8vqbHg3AUDhMyO3CJTQuNXI0Sb+fX/jWV9C6vBZN00ilUqRSKaSUTfZXu8RMOBxmdXWV3t7epxZo/tN/+k/8wi/8An/yJ3/SBBpwJs/PPffc1/Hsnh576sDmST1I3WBzPz21aqXOxorzsqwu77C6vON0cBQCPeLD2K2ws1sDnwd2ixgVg8JGgdydVQQQCngIDcaoKBAciLG6kadW68z5dCe+75sIb7cHeDrd+2zuRtJJ1bYP2McBHwkJkWmLalyimBJhtfbhW7MpTLQ/Mt3XdNBJ3X+5O6xmuVVE2UBtA061ahEomfjXa9TCGrWk22GnAVIRVAeDqAUDBZz+K0LF7fdSzrao0DsbefwRN8u313F5XAwfc6iti1NrjDw7hM/jpZovU94tcfUzN3H73Jx4cYzl6U36D/dyq63PjqqpHQKeQJOE0Dxel/pEvqs9czDSOdOtVQ1WJtcYHo6yW6yz0+g+ujizydhEEk0V3PiKA4rggEp6OIZpmbjGVCzTQggVT8hNIVcl3R/G5dLxJwKU81VKuxUK+Qo3ryxSqxoIRVCSkuhokNmYQSriZ6A3wpfmHS9qOB7h6mbLg4l6PRTNOiXDYHYnx+xODreqciKZRCDwalqzuHNpN8/Znh5K9Tpj0QgnUil+7lveifKAd1sI0QSXPYmZlZUV5uYcr2yroUuYTCbvG277WpqUkt/6rd/iox/9KJ/4xCd4+eWXv96n9NTaUwc2T8r2VJ+llExPTzM/P8+ZM2cOlIlYnt0kkQyytdfPXUpqjXa7hqpDVEMoAnS12aZ5ZbPogE+5SrVYpV8TbF5fpnB9GaEKvH4X3nSY9LF+cqVahwAjcF9NtX0mOgGnvQBUPqSnIyTYDzikkI5HJQBv1qYWEGi11gHUSicyCLutkdgBJg+o0nlgczVVILwa1NpcoMYAKyR4cibunInhhcqA02JYAFZAg7oEl6N9trOeRx1OoGzsYlQNdLdGdjmHlFCr1Jm8tICqKyR6g6hoSAnVukVsIM7ORp5KocyNL9whGA2gSMsp4px0AGb8zBBTV1reRKI/yupcy4uJ9oRZbSuSjKaCrLR5G0JR9j0Po0d6mLvhDPT+kJexIz3M3t1gaDjG7TecwbZ/LImmKSzcXcftdZFZ3WV7o1Uv0zsRY/aSQ/HeYof0eJy7N1pe0LGXx7nZyPUcfmaIBaosuer0REIIXeErK866IZdOPOQl6HejNOjyPrfGdG7HYVUKUIVgIhrj0ppzT4IuF8/19jKZzTIWiXFlzQGqDxw/ykdfeftjTSIty2J5eZnh4WFGR0fZ3t4mk8k0w23xeJxkMvl1U3SWUvK7v/u7/NRP/RR/9Ed/xNvf/vav+Tl8I9k3LdgoitLUU9vd3W0SAQ6ymatLZO6s0DscJ9YXxVQUJm+vtVLzlo2997JEQ8hqw2txadCYPM+sFJyukbaNtCQRr4udyc2mJIlbgD8ZpPdYH7tVg5XtIlJXsZVWWOqe1q7ouRdhO8AxanoWTdpZlxqBeNDA3/mBYknUOsRumuRHVNSuOKFnS1K9r8ST2CeMI7oJAwdwOGwhEO2tfw9guLl3DFy7eWoxnXrCh9QVLBcoFdHMV5WDfvSdMsPDcTw+F5MN0sCe9Y5HWb65yQZOvYpQBOnhOBMvTKAogmq+RL1U5dpnbgKQHEqQGkniDrjxhTyUG60CesZSZLPzrf2Opdhp5FAA+kaT7Gy3lseP9zF9swUCAFqbF1rKV5i7usjzrxzlwmduNz9fmXUA7dT5cUq5MrO3W9pubp/elMhp3se2h8Qf9jB5Zx0h4OjxXq6XdtnxS5SwzlqxwPhwgrPRHrLFCuGwhwtLrX0/M5jmy43izLDbzUgkTMTr5dXlVi6pUK9zaW2dc+leAHRF4TuPH+UfvuOtjwU0xWKRixcv0t/fz/j4OEKIjnBboVDYF27bq3l5ULHlkzApJR//+Mf58Ic/zB/8wR/wrne966t6vG8Ge+rA5kk9JKZpYts2tVqN8+fPd8x8quU6v/IP/xt//+e/G4/PxdQ1Jy69vpBlfSHL8RdGCSuSvrEkBoJMpsBOrrp3gs3iTdWlIf0e7D3mks8NRSfDUah1jpC6plLeLDCzeRcAN8DyjtOQKuCmqilInxvL53IENBvx+QcCUYeJLgJB4/97IbR2T8ewwd0JBd3gswcEroIkft2kFuv83mcotDdV9qFi7EvKdNmDcjg0ckO2bAsDdqGr7TTyEoBn28Cd26UW1qml/di6wIz4EDXD8XjCXhZnMrh9LnqGYmw0CiFVTWF3rTO0FekNcOkvWsWe/rCPYy+Ok8vXwbbYWtgknAhw88uTYFpE0xHCqRB2ucrhYz0IRUFKiWIZHD6SxDYtbFtiliqMjcZRdRXNpeKLeBg70sPGao5SoUaqP8L09eWOc1FUwdy1BUYPp9hcy1NsAJvH52JjbpOt5R0OnRnEtCRzd9ZJDIVZmWwVeU6cHmS6TXutZzxGtVKnmC1znTJ5t0RNugj7PAz3RnhtcQVLSk4MJJveCsAz/T1cWmsBz26thqaqfG5+gYDLxclUiuVCnq1imdOpHi6uOuv+4Lmz/PjLLx7wADzYDgKadhNCEAqFCIVCjI+PNxWdt7a2mJ2dvW+x5ZOyP/qjP+JHf/RH+f3f/33e+973PvH9fzOakAdJLH8dzbbtfe1sH9V2d3e5ePEi9Xqdd7/73fv0jD73iSv8y5/6A3wBN7FkgEQqxJUvTUMj5nzozCBTbTTYEy+OUSnXcYe8rG8UKOcrVI22UdIwQdfQVIG5tYvi1rC9PiiVEYaJpqsYhtUcLj0+F9VyK6fj9uodHSOFS0XWHTfCdqkYIbdDVnBr2N5GklxXW0DUVtwpcWp8OopBbenI+CObNGa1YmF4BEqb72ErdHgvlg5q209RDcH2mda9jE6Z7Iy35ivpjMqubWCEnH36NA1jp5MR6NqRHd6OVrDQ2rpjYktcu4bjZTW8G79bpdxe92Sa+z2iUhXb56Ka9oHbhZ4tgccD9Tqu6Q2kbSNsi9Sgn2oZeoYSTL7RyTg7fG6YyUYvHIBA3Es5X29qjAH0TvSws5nH7dHJb+2SHEqwtZbHqlShbnDkpQmmbm86z5JlceKtR7n1RsujOvzcqNPQDYc+PXg4TaI/yq035qi0UeuPnxtq5oliPWECiSCLU5scPTPQrBXas76JGMFwCEVVqVTqVCsm8YEYlWIVj0dHCJhb2KFUrFE5FqES1YkOenApgiqSFbuOLSVRn4dI1ItP09EUBY+uUZcWprQpGwYr+TxHkwkurHaqZWtCcH5wiMlslo1iie8/fZKffvtbeBzbA5qBgQHGxsYeefLZXmyZyWQwTbMZbkskEk8k3PaJT3yCH/iBH+C//Jf/wnd913e96f39ZbGnzrN5s7ZHBBgfH2dycrLZruC//5+f4+SLY4yfHODKl53it3Kx5hT7hbygKPiifsr5CuttFFeA0m6F+TY5+tNvPYRhWNQlzM5mEChYgGlJiATwaAplE6ebo2Gi+XUM24vMFxFAMOrvAJtQPMBWW3tgl6pQa3DblLqFu1CHWitEYnl11IqBrSlYIQ9mwAM+HalrjsRN+/t5EAWuUX+kWLQKQ20b0ZV/EfvodfK+39uZOi5NNsEmEfSzttNJ090XVjtA5cD5QyBMh/3mceudYHOQ8yQEas3Ct1DACriw3IpzvrrWpEejqGysVME2Ud0u4r0Rso3mYoGoj5lrnUrJ/WNp7rb1yIn1h5sy/dWKger1IDUdVBU14BQmuuIR0hMKvqAHl0fH5Xcz8dIhtjfzJHvDaLrK4WdH2VzMUMiVCIQ8XPzzm3h8Lo6fG2J1YRspJfM3W57O9sYuuUyBZ995lMufvU23CUvlbhugHTo3ws0v3m0uH3/bUYrFGsXRAFbcxdhYnG2jzmqxRCjpYUTxIesmdU0ys+k8hxGPG9WtNosyAZ7p6yFbqfBsXy8r+QLrxSICwclUD19YWERXFH7spef5kefOHfADPdjagWZ8fPyx9tFdbFkoFMhkMiwtLXHr1i1CoVDz+8cJt33yk5/kB37gB/jP//k//xXQPKI9dWDzuGG0PSLAwsICZ8+eJZFIMDk52WSk3b44z2/+8z8m0RuhVKo5DbQUxUmyNwa4cskAVWP4xADTN1Ywq3WwbVa7krmbS9tNQFI0wcjJXjw+P7vFGsuL25iNxIov7KNcrYHbg6haSF0Hw8AWllPA1+hhEAh52kiy4A/5qFVag7Rm2RwkvKOYNsp2GaVmoi46g7ENmDEfVirktDyw7P1khIYnJNr6xmgVG9PbmT9yBv62bbuQwra6cjxlG71d1WCjilK1sRsqzrGAl/JOZ15hn4fStixVBWyJP+hhO9sW8pJdxATbbp63ALRiHTVTReoa5lAr9mf1xRGZPMLASayXy0ycdrTUvCEft9qasam6ysp0p/BluCfM9mbrPIaOpZm/1WJs9QzFuX1xofk8AQwd6WVxaoNEbxhFUahVDWwpyZdNUqM9oKkk+mNkVra59fosvqCHo+eGudvmYQHoLpX5K/P09IYRutYkIBx9boQ7r7eARiiCYqEV3Iz1Rrhzew1jLIKV1jk62sNkYYe6aXHucD+TW1nmiyXOjqW50AifCQEeTbLaBjTHUwmub25i2jZzOzkUITiZShL1ePnCggPSHzx98rGBplAocPHiRQYHBx8baLqtPdw2NjZGrVbrCLe5XK6mxxOLxR4Ybvv0pz/N3/ybf5N//+//Pd/7vd/7RM7xL5M9dWDzOGaaJtevXyefz/Piiy82iQDt9Oezbz3MVz51k0xjJuuYAzhLUxsdSfh63aRaMQCBy+3i6NlBJq8uUi1U8Yc8zbg/gG1KMgu75HechK/P7yY9kMQT9JLJliiX/GiaClgoHhfSMCjXheP1NMBGdk3VYz1BtjdaYOPyuDCLrQFErdS5F1daAdSaievOuhOCSwaxIj6nPcI+2nGj8NO2EZZ0wKWRJ3FgpnUMieyscTno2HXZIRdnTRbxSUlxxAldeHSNcvdG+wgDbR8oAkybQJeGnC/g6Qg50U4maD8fW6IvZLE0xfGSXC5kPIR3N0+1VAOPh+nJLWS9jjsc4MgzgxTzNVZmNhk/M9QRUvMG3KzOdE46il3NzYKJABurrd9t4vQg043Cz8zaLpm1XQ6fHSSzvsuxs4OsLm5z8+Ii0WSQc+8+gbQsVqbWufSZ2/hDXo6/MMbdy/NYhs3okTS39+jXAgaO9aDqHpbudFKwjzw/xp22upvYWJLNWg07pHJ4OEVZtxhPxRAqfHluCQmM90TJVCo805dGEQKPW2O7XCboMZGmiZA25XKpo6mhbUt0ReML80scScR5ZWyY//XF5/f9Bg9je0AzNDT0VRWsdLvd9Pf309/f32ygtrW1xe3btzEMg3g83iwmdXeJg37+85/ngx/8IL/yHAerWAAAdYlJREFUK7/C3/gbf+Opq/X5RrBveLDZUwRQVXUfEaAdbF5493H+4z/577z0nhOMnuzj8//PVZanNsC2qew2hkAhQFFYaaOt1usWdcOiVjPR/W6GjvQydXURs5FTSfRGOgCsXjNYuruG2RBRdHt0wikfA0MxMltFMobhhNuEgIans5mpgMcNVYdooHbJwwQjXsptYKNpKmZbHkEpVDvbHex9Xrdwr+QwqgZW1I/td6MWao6Ip6a1CAGNbtLClE1Px1YlaluNja05vWX2TJiyU7EAEFUbDYFesDGCCqJio7fN8q1atWN9RRH7SQndoTtNZWutMxTXOxhjtn2QtQ6Mqzn/lSC8HqTWgE6Pi+pqlxxM0I9Rt7hzYx1ME5dbpZivcOy5EcqFKtmNPIPH+5sUZHD62Sy30Zm9QRdztztzGfV6pz86dKiHySuOF5DbKqCoCmdfGmd3p8ilzzlhr/RQnCPPjzF5aZ5br8+S6IswfDjNhU9ea+1IwvKtDQ6fGyYa8zJ8OEWlVKdUqFEsVOkbjhOK+TC8Lq7nS3h7/AT7A7gCGoValc18EdMDx9NJp7NocZfNYomF7V3ODqb54kIrnJgOBqhKyU6piktRGPToWEDA5W6Kar48NPCmgWaP3vy1svYGanvaZltbW6ysrHD79m1CoRC3bt3i6NGjWJbF937v9/Iv/sW/4Ad+4Af+Cmge0546sHmUHzKXy3H58mWSySTHjx/f5wa3g02sJ8Rbvv0U7/yuc5x962Fsw+b3pzZI9EYIRH0sT29i1p2kbilbaAIPQrA6t4WUYNQtbl9ZYvBInPxWlWK2RGog2gE2faNJx1NqmNvrcsIxbSGZ5KCXUtmgqglq2wbVamd7go3NVv4GIJIMstGe0/HomMXWgNl9z5R8paP9gVKqoWVLWBEfVjyAWq6jbmxhxQPYEZ+T14AOMVFPpoYRbSluC1Oi1iSuHRvbJRy5/zY3RpiyUacD8RsG1YiCNCVKW6jNm1cplUxMv3M8r0vFoosM0s1XsW2yDdbe3j3ydFXv0x3uc25K6/ol2BUD1DL4vUhFNHNDuktD1TUss46iqaCpWLrG6lqR1eVdJ0RnmqzMbpFOB/GHfehunWAiRCjiQ0qJadoEE0GWZzPsbpeoVQxi/UEWJzc6Tkl3d79ukvXFDOsLWcZO9GNZNgt316mWA5x+2xEUYHNhkwufukHfRA8WdTZmdsCWHH9pvBX2u+uA3NGXD3O3QbneHktRTviJ9IephhUSUT+XVzfw6BqHx5JMbWS5u55huD/KZtEJDR5Kxbi+uYkqBJaUhD1uhCrYKTuThLptM1+pcTqRYKNYZNTnYczr4VtCftbW1jrkZR7Gvl5A02172mbBYLAj3PYrv/IrfPjDH8YwDF5++WWGh4ep1WpflbbRfxnsqWOjAQ/Vh2Z1dZWbN29y6NAhhoeHDwSpL37xixw5coREIuEo7FoWqqoihKBWqfM3nv0n/PW//6184P/9Cr/4v/wWFz97B3/YS7lQbcXd9+pa9uphhCCRDpFpzLb7RhLEkgGmri5RK9c58cIoN9ti6BOnB5huE01M9Iab2zomUd0uLAkYBlg2wu9DmiY0VAjSYxHWZ3PNLZJ9EbZWW8uqKrDaBnVp2Yj2XjiWhVBbFfeEvIhc2dGvOtyLKNdA1ZCaiuV3Euqu7Rr1sIu9JIyo1Dsar4mKge3VsbwC0wOWYhNsczaklCi2o5mzc8SF5VXpm6xTrZmUB5ywWDrqJzfd6bXo+Xqnd2OYqDUTaVngcYEQHD2a5u61VgI9EfWSXWsVN0rbRnRJFcm64eTn/B7we2G3ABIiyRD5+RYohGIBShWjo42y6nFj2Q47Tlo2bl1QL5aRFec59YU8qG4XhUY+KhD1MXF2hGqlRt0wyWwUUFwKu5udYbdjzw53eEsAp14awzQsbjeICaGYn97hKIu3lynvVOkbT9I7kmBlcp31tkLSPdabO+RBG+shNBRHhlzoCRcmsE2dsM+D7ZZcWnJ+qJeODFI2DSeCrMBSMU+2UsGyJRGPm95oqJG/0dgolljK53m2r5eLKw64/cC5M/zgyWNsbW2xtbVFqVQiGo02acf30wPL5/NcunSJkZERRkZG7rne19MuX77Md3zHd/CBD3wAj8fDJz7xCTKZDL//+7/P+9///q/36X3D2VPn2QDNJl8HmZSSqakpFhcXOXv2LMlk8p77UVUVwzCagpx7QAOOx/Ev/uuPMXLUUZn8n//uK1z87B3+Xz/4Nr7zR97O//bd/5aF9lCNLQGJy6uTWdlpAs/qfAavz4VlS6I94Y7wFjheSLsl+6IdYOMLeCi3eSmoKtIwOhLgma1O6Rula/KouzSsdur0fZxDYUtktgCq6vgChoWoGmibGaTXRc+xPtSgn83tGh5LokfdFEu1AxSjHTq1UpLoJRAV0ylybbtfeyGy6N061ZiKXbFQ2yjjQZ+HHJ1gowqB3XYk0QhHClV1Bnefp4PJB5AeiHWAzcFhtYYHWKoiTQtiYShUyBeNjiqegSO93GpjoB1/aYJblxb3dkCiP+KQFUIh1LBTDuUPuNiabQFWsi/K1c+32GAAJ86PkYj7yeerbK4UUFWFpenOfIvuUllf3GZrZYeewRjxdJiFu+tks3kSw0n0MR2v38Xm6i7FUp3YQJyBQ2l0rwvF4+L0dzxDXhGoHh0l6sH2Kixkc/SNOvVFoZCbUt3g7EAal0fjS/NOuCzsdePx6WyWHLBUFUE6EuTm5lbH+b1laICqaeJWVb7/zEk+/JaXnO0b8jKVSqVJOZ6amsLn8zWZX+FwuPnu5fN5Ll68yOjo6FMLNNevX+ev/bW/xk/+5E/yMz/zMwgh+Lf/9t9y8+ZNenp6vt6n9w1pTyXY3Mv2iACFQoGXXnqJQCBwz3WllKiqyvb2NuFwGLfbvc/7GT3W2/z78NkhPvjj38p3/sjbUVWVt7zvNAt31nn/D54nX8lx4Y/nKO1Wqe8N6lKCkHgCbmZvrSJtyc5WgZ2tAmfeepjdbIHNlR2Wpztf2O62B6PH+zo8IaAxWDY6gQqBWTOcUJfhgGa50DnYurx6g9DgmKIqXVJo90YfbSPneDsANYOt3Tos7zrgkq1jXJ3DqynYySghtyA+nOBWZRJtJ0JkNIknEmB9M7/vuhTDaoa9BODdtpCm5bDPTBs0BaVmQ91yJGaAYMBNbafz2kTbhQhVRdaMfYl5u/NiHe90dx8VwdmHEIi6idzcAZ/XgbVYBFmpQrXaMRFw+1wstedl/I4HujcPsqUDTivzWWJHBukfCCPrBot3OnM3g0fS3Hx1pjmBivdGGDjWw9ztTrbbyPE0U5cdj21jaZuNpW16J6IoqARDAcqFKqsLWZIDMdyRAJVyHcOlY2oupm+uc+z8OBtzWwyf7qWCTbluEkoHWNjKcWqsh1tbWXZKFU4Op7i8vELI4yYV8JOM+qmaJn2hIFJK/B4XC7t5XIpCvfG7PtfXy5cWnXP7O8+f40df2p+j8Xq9DA0NMTQ0hGmaZLNZtra2uHLlCkCTbjw7O8v4+PhT2yb51q1bvP/97+fHfuzHmkADzrNz8uTJr/PZfePaUxlGq9fr+zybSqXCpUuX0HWds2fP3rc4S0qJZVlsbW0xPz9PPp8nEok05S4eJuZqmiY/89d/jff8neOcPnOK3/zf/4zX//wWz71ylPWlbVZmt1qhtjZ5GKEqhCNecpkiLo/O2Il+SoUKS1ObeHwuEFBtY1KNHOtlvi2x3B12O1BDTYgmkw3AG3BRaatD0XS1SVAAGhX3nS2tRfuyaTaXzeEeRLGCks071Oly1XFpehOwkUU0AE9xadhmoxZIUzFdOn0nB/APxJlZyGLmKw69e88sy6nrARCg9XhxVSSl7TL1pBNWG+yLsHGzcwDWSrXOZ8G2nX9aa540PBRhcbIF6sfODHC7XZrGtp3QYttkQ+5R3wO+Vn7LsnAh6e0P4/O7CUT9lIo1LMtG2pJg1Od4VYqgUq5TqxpsbxY7PK30YJRYzIcwLfKZApVCBdu2m/U84BTxerxu8tkioycHUNwqm+t5qsUaRq31u4USTlHpHhkF4Pj5iWY7AbfXRXy8h3KpxsjxXq7dXefYc0NYXpWSZqEFdTLFCrpH5cbmJgOxMKmIn6JtsLpbYLdaZbw3zu3NFqA+M5huKjW7VZXxeIyk38tXllepmCZ/+5nTfOSt53kUs22b3d1dlpeXWV9fRwjRUWj5NOVAJicned/73seHPvQhfvEXf/GvyABP0J5KsDEMo2OmnMvluHTpEqlU6kAiQLvtAc1edzwhBNVqla2tLTY3N9nZ2SEYDDaB56AugbZtc+fOHba2tjh79izhcJjN5W1+6nt+jX//6Z/E7XXx4ff/KxYnN4gmg05DrMZtdHtd1Cqds/Pjz4+Q2yrSMxTjzqWFJm03EPZRKVU78gM9Q3E2llrU6kDE1zmT79A7c0J72Dh1Qw1TNaVjn90hsPuBjRULIkwLJe94BlKA9LidPEe5gthxxErjAzGyqy3SgtC0ZvhKKALT62bw+TEyJcOpa6oZKF1FoyFdpViqo09EyRdrHBvvYeZCiwklkHhNuymKCkDNcFwKRYDbAbOwXyWfbTHdTpwd4GZbLqRvOM7qTCeIBUJuirtVvH43nkSI7VyVkZEYC5MbKKrCoZN9lHfLTbLH8edGmoP8no0e60UoCrpbY/rWGpZpc/R0Pwt31ugdjkPdoFKqEokHmL2+2JxkHH9hvENFGuDUWw5hmjblisHy7Ba2JYn1B9heaalHj58eZPbuRhN8z7xyDKNusb6aw90XIZLwI2Muqi7I2DW28iXGB+MULYP5TI7+RIjpXafGRhFwfDDFtbXNvZvNs4O9+9QBzvU54ON36fzgc2f54ceso9lr7zE+Pk48Hm/meXZ3dwkEAs1wWzAY/LoN8DMzM7zvfe/j+77v+/jlX/7lp0JV+pvJnnqweRgiwJ4dBDTdVq/Xm8CTzWbx+/1N4AkEApimybVr16jX65w9exav13vAkeC1P7vB//Hjv8tvvPoPEYrgx7/9X3Yo8O5ZKOanmCs3G3e5vS7GT/ZTKlbx+j3cudQawBJ9YTJtuQehCPxhL8Xde4CN8wFNVWjbRtUEVvUBcj/twp50gg3s1/mUugMk0q0jcg7YJA73kZluDUw9wwk22+qPUATSstA9Oj1nR1lY3kF4O2ewHolDKUeSGAqTPtTD5VfnmyHAZMLPdluPGADKNSec1rhefC400+4A10PH0x1yQ0dOD3C37T5LIBLzsdsoFFVUhVNvOcSta8sdngXAxIk+wmEPl7801VHEevy5kY7cTiQRYPxEHze+MtuUHtJdGodO9XH39Vncbp2R470I4OaXpjq8tZ6hOJmV7eY16B6NIy+OYZuScrlGpVyjXjfwRvxomobX48YXCXDlwiIIOPutx9nYzhM7kWLHrqP6dTLFMsGQhwtLqwQ9bsbTUYSuYEmbqmHi8erc3cpQNkxsKXluqI+FXI64z4fPpVOs1/HpGlfWNpDA3zh7iv/t7Y8nn7/HGh0fH2doaKjju3q93iy0zGazaJrWBJ6HKbR8UjY/P8/73vc+3v/+9/Mrv/IrX5Xjfv7zn+eXf/mXuXjxImtra/zhH/4h3/md39n8/kMf+hC/9Vu/1bHNt33bt/Gnf/qnzeXt7W1+7Md+jP/xP/4HiqLwgQ98gH/9r//1fVMKT4s9tWBjWRaTk5MsLS1x5syZ+xIBpJRIKbFt+75A022maZLJZNjc3CSTyTS7hPp8Pp555pkH0jhrlTpurxPO+81/9gn+x298kX/+8b/Hn//BG3z2v11shbK6bvHwRIqFu2v0jiSIpsMsTG5SKlQ5/sIot96Yb643dKiHxbYZudurYxh2E7gcE/u9HUU4no5lOzP4XAusFFXsq/yXltUZYur2fFwaotYoQFUdCX+CAcjnm97M+OkhZtvEJAcP97B4t22WrKpMnD9EQdFYW9sF03JqddrO+/kXh7ny5VmOnOxjs1QnEvUz1VagKJAodYtW9FKi2iaWaBE/JBAOa+QzzjXbusrgWIqVhvyLFQsi/R6UtW1waUhFwQ57SfpdqFUDj9fFyoIDmoGwB4+mkFnNEU0F6R1JMHt7jVDMz26m2OFxeQNu3I36qN6RBHeuLCKl42Ween4EYVlszG+xPp9h4swQhVyZ1ZlNhHBUBhZut1SgXV4dX9hHrtFCGuDY+cPNYk1v2I3l9qC7VAZP9lH3aGhDQUyPwqWlNdLRIIm4n916jY3dIn3xINc2N7H+/+2dd3iUVfqG7+kzaZPeO5BAIJBAAAFFKdIEwbqsrnV3dVHsrliw4aqr/iyrrqDr2tsqYBeRuiggUkIJIYEU0jOpk2SSTD+/PybzZSaAdBLcua+LSzP1TPue75zzvs/jFCjkMjLiI9lV013QMDw+hu013jOaYTFRlBlb6BcawrCYKO4Yd2Kmmm6h6d+/PwkJCb96W6fTKTVa1tfXS42Wp9LX7HBUVVUxZcoUpkyZwuLFi0+bwK1YsYKNGzcyYsQILr300sOKjcFg4O2335Yu02g0hISESH9Pnz6dmpoaXn/9dWw2GzfccAMjR47ko48+Oi1jPpX0SbExm83k5uZiMpkYPnz4UQsB3CIDXRvAJzANb2pqYufOnWi1WiwWCwqFQprxHEtQkxCCvF9KyBztstp45Jo32LulhJyJg8jfWkpHmxmEICIuhPpy70702JQIIuJDaGs1U1pQK2lTxkjvpZsBQ+O9sufl8h6FAG6h8Xz97j0OuwOcTvSRgbTUdy/NyBUynLYeZcI9OvIlc0/33yoFKFUu0elwHdRjkiOpLet+XSmDYynJ6xaftKwk9u84iEwuI23SEA4UN9KjOpmkOD2VJfX4qeS0N5nIviAdq9WB0WSlqqrZFZns4WQszW7kclfZOIC/1uUo0GHBCYiwINdeWnMrQq1G6P1c/nFu7HaEZxWdw0mwUo69pZPEhBCvGRJAYIgf/QbHUbyvmjYPEc/ITvQy3IzrF4HGT43VZKbygAGZXMbA4UmU7iqjs6v6MGlQLJFxIezcUIDNI2I8Y2x/8rd0m22mZCZw8EDXnpRMRvq4ASAETRYL5lgtJrUgOMKPTsBkc6ANVFPWYCQi0J/k6GDa7TYUcpdnnlKloMPmssyRy2XotRpMdhtmu53KllZazBYyoyPJr6vHIQRzhw7mgQvO5UQ4HqHpiWejZX19PW1tbej1ekl4TlWMQE1NDdOmTePcc8/lzTffRKFQHP1OpwCZTHZYsTEajXzxxReHvc++ffvIyMhg69atUvrn999/z4wZM6isrCQ2NvYMjPzE6ZPVaHv27MFut3POOeccUyGAWy9P9IykpqaG/Px80tLSSEhIkM6w6urq2LNnD0IIIiIiiIyMJCws7LDPI5PJJKEBuOelq/jhky1cceskAOZNfIa6ymZXYqNcLrka+wfpMBnbqS5xHURDooKISYnEandStNc7ilih9P4hpGUlUJDrcTB0N0x4/i2XuzbAVS6fNIvF4eUtFhCso9VDfFy/3x4/Yg/vsa5bIes0uyxw5HJX42WPpErTEarBhFNQuGoPg0anQqiegoI6qZrMZrUjBLRbnaDV0NlukxyOtf5qokJ0KFKCcAiBWqWlssiAzSFcpcwyOTgdYLbijm1DCOQt7V19Ul2GnG2doJDj1KpdDtg93BqQQWuHHVQqGtosyJVyL9fnhJRwdv63ALVWRUZWAtWVTfj1WA4FqC6pJyU9igC9n2vfzdjBvm0H0YcFkDQ4ntaGNlRKOVtX7kbjpyamfwj+/v4olEoKPERL66+hrc2KSqMkaUAUQdHB7MqtQNs/FL8hkQQHa7Fa2mkXDjRKUGDHaLKhUsoICdZKFWRapYLkyBDyPWYwWXFRbCgrl/bzZMA5iXHYnU4iA/wZn5x4wkLT3NxMbm4uaWlpxMfHH/f9ezZaesYIFBcXo9FopOW2E03tNBgMzJw5k1GjRp1Rofk11q9fT2RkJCEhIUycOJG//e1vhIWFAbB582aCg4O9YqYnT56MXC5ny5Ytfd4YtE+KjbsI4HgLAY4XIQQlJSWUl5czbNgwwsPDAZdohYWFERYWxsCBAzEajdTV1VFQUIDNZpOEJzw8/IhfUH1YgCQ0APOfvoLlb6xn4Zs3sGnFbl5d8Bk2iw0/vY768u59iWZDK5FxIVTmVxMRG4I+MojqiiYcgkPsUOyeMQeAX5COjg5vzzAvGxu5DLPVCX5+rpmO3Y4+JMBLbPz0WtqN3rYyhzgUdHmqyZxOV2CcRoXNbcHTJfzNdd77V+09ypXlMhl7v9tBfGYitqBAmhvbMVQZu2+gVFBUXM+w89Io2F6KucNG0Z5yWhu7HyclI4bSgtrueAWnExlKQAaKLp81effnI3N2FVM4ncisna7lV60KZ4Baep9ktm5hbeiwowgNIjXSn5K8KgZkxkuzF6vZRv4vJSjVClL6RWBpM9Po8ZoHDU8if4vLXdxfryNjZAoFOw4SHB5AR2snMrlMiga3dFip2d9ITKqC1uZ2/Pw1hEQFoVQqCIrSU1Vcj8NsRchl7KlqQpkTjSPKD1WoGqPTQkVLKxlJkVS2tOKv1REuFyhVMto72ukX5IdWrULnp8UukzE8Lhqbw4GfWkVefb1X4cjAyHB2VNdidTi4IjODByecx4lwskJzOLRaLfHx8cTHx+NwOKSyandqp7uRNCws7JhcDBoaGpg1axaZmZm8++67fUJopk2bxqWXXkpKSgrFxcU8+OCDTJ8+nc2bN6NQKKitrT0kaVipVBIaGkptbe0RHrXv0CfFRqPRSDYzh8NlEdJVgnuCQuNwONi7dy8tLS2MHDnyiEt1MpmMkJAQQkJCSEtLo62tjbq6OoqKisjLyyMsLIzIyEgiIiJ+9Us+eHQqg0e7TAbHzRhGVXE9Kz/6mYuuO5eN3+zkYEE1tk4bSQNjOJBbjtPhpKrIQFWRAblSTubY/ljtTqrKm2k1duIfpKVsv/cXLCI+hLIeFileOJ3dZb4qJaiUVFY0uy6z20EmIywqmHZj9+Oq/ZRY270LDuRC4FHFDA4BTpurr8ZmJyQqiKZao9d9muu8mzdtXb5hlXvKUagVDJuWza5t5V4Hv34DItm1qQitn5rkzBDK87uX6SLjQig70L2k5h+opb3T04tMeJVHuwbu4e0mk6FRy7Fa7KgdDtRhfrQ6ZQQH6Whp6RZbh1zOAUM7yQNjXHrUI6I7LTOe3HX7UCjlDMxOpqnehMPh9IoraG/pJH9rKVnnDaCzrZPC/EqpbF4fryc6LgyFQkHJnkqXQShgMnYw+Nx0dm8sQqlSEJOdRF2oHyFxASiC1Sh0ckx2OwE6NQOSwsmrq8did5Ae5Ed1exstra7HCffTYrSYqTd2v/+DIkL4pboBpxBEBfgTExiATqXkQGMzVoeDywYP5KETnNG4l6NPpdD0xHOJWwhBa2sr9fX1lJaWkpeXR0hIiDTrOVyBT1NTExdffDH9+/fngw8+QNnze9JLzJ07V/r/zMxMhg4dSr9+/Vi/fj2TJk36lXueHfSNd7kHRxIPz0IAIcQJC43FYmHXrl0AjB49+pg3Hj0ty/v374/JZKKuro7y8nLy8/MJDQ2VhKena2xPrrxtMlfeNhmAWTeO566LXqCuool+Q+KpKanH6lFG3G9IHDv/WwC4zCsT02OISomk9EA9DQbXJnJAsB8VPSzxA4L9vezmD8FuRyiVoFO6DqBWW4/iAwiPDvEqG5bJpUUqCckux+EAhRx/vZ/LtbrroBwY6kdbg3cqZltz998Oq4POmkZidGAPDMRQ63pNjq6iBHOHlYN7GwiNCiIyNpj6GiMqncprrEmDYrs7/YF+Q+Ip3tctmsHhARh7xBvEJEdQtt+Awy7oNLSTkhbqamrtQWx0ILVVRoTdQXRSKIHB/hTtqiAmMZTi3a7ndNidFGwtQa6QM2zcABp0Sq/PY8CwBHZtcOUrRSaGowtUUVtaT2hEMK3NndSU1hOZEErS4Dg0WjVyjQqL2caAUanYI4NoC1ASFu1Pk8WCRgN7quqIDQ9ErlSgQM7guAg0GhWdDjv9/FyxCmqFHIdM0GaxoVVbqG0zkRocyL6mZukTNJjaCVCrKKxvxOp08MecLG4bM+qk9j3T09OJi4s77vufCDKZDL1ef4iLQX19Pfv378ff31/KtklNTcVkMjFnzhzi4uL4z3/+c9qKDk4FqamphIeHU1RUxKRJk4iOjqauzvs3brfbaWpqIjo6updGeez0SbE5HD0LAU5UaEwmE7m5uQQHB5ORkXFS0+eAgAACAgJITU2ls7OTuro6ampqKCgoQK/XS2dfRyqf9uSFb+6ivbWTAL0fF1w+knef+hqEQK1Vkv9zsXQ7p1Ngt9jZuToPq9lGVGIYYQlhOJRwYG/3ElNwWADGJu8D/K/72MhApaSiqk3K2pHh6gXyJCQqiKYa7yUy/0ANrY1dswohqCyuc82WHA4QgrDoEC+xkcllNHgYi7qp3F+DUq0gY+xADpQZKT/gPXNrMrQSE6tH7nAQFKTF0NW8qtIoqS5r8rqtSuM9y4xODPUSG7VG6eXuDeCn1qIzdxASE0RVjUvwVCoZxtoWbFYHAXodAVFBmFvayRyTinA6qetR7JGWnciOda5o6YS0aAJCXJ3/5QU10t5iXUUTCpWc/kMTMLfbCI0JQR8eiM1iQ6f3x+4QyNVKAuLDaFfLsSohJFRDm8OKX5gGu9NJZv9ofqmswtEq0Os0RIcGsrWs+/0aHB1BXl0zZnv3bC8rLpo6k4mh0ZHIAUObCeF0UGlsweIUTIiP4bohgw75XI6F3hCaw+HpYmCz2aTltnnz5lFaWopCoSA+Pp733nvvqCeEvU1lZSWNjY3ExLicTsaMGYPRaGT79u2MGDECcGXsOJ1ORo8+sWrBM0mfrEZzOBzSMhmcukKAhoYG9uzZI+VmnK7mMYvFQl1d3TE3kR6Ogh0HcdgdLP/nGiydNjpa2ynb5yqXbmsySaaPAAqVHF2gBpvZQeLAWFT+WtSBfuza0r3RHBYZSGNdm/eTOJzelVk2m9fSk7DZiY4JxOARHtd/WAJFHhVaaq0Sq9nm1TUqV8hx2hxdm/ROBo/ux16PYLLIhFDqyr37ZxIGRFLhYfPSPyeZhpZOWhq7feMS+kVQkd9dNBEU6k9CWjRKnZZdHpY/SpUCtZ/Gy3MuPSuBQo9KvtSB0ZT02AMbOCSWgtxylCoFqcOT2HegnkFpEezf0f16NTolwSF+BARoaKs1Ym7rJKF/FJVFtejD/KkurvOqLNMFaAiNCkYX4ErurKtupL21k/DYMFfEBYBMRsY5/bHYnPjpdaiC/RF+alrtNhTBGsxagVUBNRYTdqeTlPgw2m1WLHYHgX5qGjo7kclArVCgVijw06hp7uykrq1d8jvLiotmd60Bp8fPPTkkGKvTQbifjqQAfy6Ni6S5qQmVSiUtQ4WEhBz199bY2MiuXbsYOHBgn62Iam5u5sILL6S1tRWtVktVVRWTJ0/mr3/9K+PHjz8jYzCZTBQVuX4H2dnZvPDCC0yYMIHQ0FBCQ0N5/PHHueyyy4iOjqa4uJj77ruPtrY29uzZIwnj9OnTMRgMLFmyRCp9zsnJ8ZU+nyhOpxNbVymre0bjcDhOeDYDUFFRwf79+8nIyJDOFM4ENpuN+vp6DAYDTU1N6HQ6IiMjiYqKIiAg4Jhez+bv97Dusy3YbU4cNjtNtUaqPGIM4gdFULnP24Mttl8k5g4rUUkROOVyNHo/9vxyULo+IEiLqbXHEpvd7hVNIOxdlWsOVzGBDBkZo1O9ynKTBnr3iAD46zW0N7seWwBKldwV39C1T5E+IplCDzsZuUKGUi5ziZZ7/IPCqd3fyKCx6ZSUNGLutJE+OMarORMgLjWCuvJGEtKjUfvrKDvYSOKAaC9hQSFHHqTB6hQ4/FWADIVSgcNqR2axuSIXbE70QVqp0VMmg4Hn9KOtuZPKEu/3VqNVEhalQW53otOpcZodaHUabBYrToeTkrxKHDYHCqWc5Ix4r/4jbYCKsLgwTC2d+AVo0fprUPjpqCxrIHVoAo1tZsKSQqltbic4OQR5iJJOmRObyolDCGot7VS1tKFWyBkSH0lurcHlSN015uz4bldmgGCtlqExkXTYbLRZrBxsNmJxOEjQB9FisdBisTAjvT9PTp2IXCbD4XDQ1NQkLUV5br6Hh4cfsr9xNghNZ2cnl19+OXa7nRUrVuDv709hYSFfffUV48aNY9y4cWdkHOvXr2fChAmHXH7dddexePFi5syZQ25uLkajkdjYWKZMmcITTzzhZfzZ1NTE/PnzvZo6X375ZV9T54niFptTVXFWWFhIbW0tWVlZBAcHn/oBHyM9m0jVarU04/F0xT0cNoudb9/ewLLX1tDRZiY8Lhg/vRKFXE5JrvfBPm14Mvt3HPS6LDkjFpvFTnBMCO1mB/4h/l57HDKZq5rLs+xZWKzeUQU2O3FJoVR7HHwzRqV4iU9IZBDNtT2cnN1iA+AUDBqZwr5fuu8T3z+SykLvWUZiRgzl+a7L9OGBxA9JoGhPJVZz96xBJpcRk+g9HqVKweAxA7DanRQb2jDJu8qbu5zEhcZj2dSjSUkhQFbfhtLDty4sKpDo2GD27vVezouO1dNeZ0Qf7k9lUQNqrYKI+ABqDzTisDrQBWhIGRyHzk9NVXEdteVN4BT46bUEhQdJkeIJA6MJjg3HarWjDNDQ3GImPCGEZrOVwMQgWlUOnGoZB02txIYHYpE7qWltw2J3EB8WxL66BoK0GsL8/AjWafBTq9jf0ERtW3d1YXZcNDura6WJp1qhYFhMFHK5jOrWNgZFRfD01ImuPpweeG6+19XV0dHRQWhoqDTraW9vZ9euXQwaNOiMnsAdD2azmblz59LW1sb333+PXq/v7SH9z9JnxcZisRy3I0BP3C7RnZ2dZGdnH9PeyZnCfQbpXm6Ty+WS8Pza0kVrk4llS1bx05fbMRraEU5BTEoEoZFBGMoaCAz1p/Zgg9Q4CBCbGnGIN9jAkSk4BCh1Wioqm4lNiuCAxxk4AFart4Gno2uW43RKUcwDshI5kNs92xg4PJkCTxNMICBES1uT5+a8cFWwdTF4dCp7Nx2Q/laoFCgUcq+ZzqDR/WisbSE0NpT9eVUIp2DQyGT2eQidU6UkMimcusYOnAE6nH4qr2VCp4IeDZ09lhGFQGa2o6xvQ2F3ujzWfi52BZXld88kUxL0lOZXo9IoSUyLprgr+tlfryUkXI1wOmmuNtHRVREmV8iISg1Fo/HDZrXjsDsJDAugvLwZS6eN9JwknCoVjQ1tRKZHogjT0qYVyHVy2rGDWkZNhwm1QoFWrcQmBIUNDVJRXLBOS6ifjpIm1z5YhL8fcfpAAtRq9tbV09zZPYONDgzA5nDQ2NHJ5AGpPDN90mGF5nB0dHRIM57mZtdzRUZGkpqaesyz9DOJxWLhD3/4AwaDgVWrVnl14vs48/RJsXnvvfcwmUxcdNFFR2yiPBqdnZ3s3LkTtVrN0KFDjytB8Ezj2URaV1fn1UQaGhrqVcRQV1dHXl4egepQ1ry7nV9W7gEgYUAUao0Kq9lGYIg/VcUGWhpMqDRKopPCqCjsPjsPCgugvaVD8uKSK+RkT8yg0+KgvLyZ9jYLETF66it6+JJZbZL4CCGQORwux+m2bmHrKTbxaVFU9Ji1BIX50Vpn6nIIFUQlhGDw8EDrn5VE0U7v5bLkIfEc7GpyDY4MImFQLK3GTsq7XpdTqUDEhkviIYTA6dddaSQcDoSux3fAIQ5x1ZZbHMiEQN7cTrxeS03XftWgUansKzCQmBxO+Z7uGaFcISc9O5F928vIGJ7IgR0HUaoVRCWHYDK201jVRkRyMC31ZskzLSkjDmOLmaj4ELQBWvL316HRKonOiEIbG4hJK7BrBGa5E4vKyYHGJjptdobGRVHQ0IDF7kCjVJAcEkyIVkun3e5lPwMwPC5aim1ODNET7ueHzeGksaODqtY2JvZL5tmLLkR5Ar+thoYGdu3aRWxsLFarlcbGxuPe5znd2Gw2rr32WsrKylizZo3UGOmj9+iTYvPWW2/x2muvsWvXLs477zzmzJnDrFmziIyMPKazp5aWFnbu3ElkZCTp6em9/sU/HoQQtLS0UFdXh8FgwGazER4eTlRUFGazmeLiYgYPHiyt4xZsK2XFuz+y6etcLzNKuVzGsPMHgtPJ/h1lXk2VGaP7SQ2H4Frm0vppaG/pRKFSkJqZQHBsKDs2FXn5qEVGB1HXo4pMWKyuGYFCjlwhwz9A51XWnDE6lb0eDscqjRKlXE6nyexxmQKb1eFqNAX6ZyVStLP7gB7bL9JrqQwgdUR/yg0mIqKDMNS24pDjSuF0j8thx6lWuZo4XbFAODzEx+XggHeFnsOBwt59vaytE2V9d+XdwJwUHE6nl1+bm5EXpLFzQ6FXcQBA0uBIzO125CoZQjjR+Gno6ISGmjaUaiUhKZEEBmnRRgfgDNHQpLTjH67FrHTQ7rS5DE2dAn+dmoK6Bho6uj/HpBA9rWYLzZ1mIgP8SdAH0Wax4K9WSQaabsL9dCjkcpo7zVwyZCD3jh+D6gQqMd2NlBkZGVK5rcPhkE6WjmWf53Rjt9u58cYbKSgoYN26db/qq+jjzNEnxQZcB93S0lKWLVvG8uXL2bZtG2PGjGH27NlcfPHFxMbGHlZ4DAYDe/fulRxm+9rU/ngQQkhNpJWVldhsNoKDg4mLizukiXTHun18/Ny3UjNhxuhuG3uFSkFKRhxKpQKVRskejyUrgIEjUyVbGDcJA6Joa2onbmAsVVUt+AXpqOmxFNd/SBxFuQcB0PmpGZCdxO4f93vdJiI+mDqPyIS07CT291hmi+4XSm2x6zYqnRL/YK3rAC2XExYeSEi0nqrKZtpMVqLjQlBqlOhjQqmvbUGnU6GUy1D7q2lraqetuYOWRhMRiRFUl3XPltKyEqivaSEg3B9FsA7hp6awRwOsn92JpYdJqazTiqymCYVw7eGEhvlzsKTRS1Si4oNpOFhHWEwwaj8NlV39NXFpEVQXN0oNnEqNkpCEMOqrXAKWmB2NEAq04QEo4vXY/GUQpKBFaWNrZTUCV6bMgKgw9hhcjxkZ4E+8PhAEHGhoos3i3Rc0PC6akkYjyaF6nAIONhtRyuVoVUqqW9sYn5LI8zOnnJTQeJ7s9MRzn8czKtrdf3a6s2scDgc333wzubm5rFu37rT2nxzNxVkIwaOPPsq//vUvjEYj48aNY/HixQwYMEC6zdns4ny89Fmx8UQIQUVFBcuXL2f58uVs3ryZnJwcLr74YubMmUNiYiJCCP7973+TmprK0KFDfzNnM06nU3I6SE9Px2QyYTAYMJlM0o84MjJSKo3ctmYvG5Zt5acvd3g9TnhcMHKZjJaGNpIHx2Oz2indW0VwRBBOh4MWD2+zyMQw6g52zyQUKgXDJw2mqryJmgqjdHnygAgO5ncXJwTo/UgeGI2twwJyOU44pFChf2a816wlMNwPU2Onl+V+Wk4y+z0MSIOjAmhrtkjN+zp/NVanTHIh8Nfr6LR2u2HrAjSY7XSH2wH6iEBaPPqOho5OwaqQUVDbgrnrcRLCA6n2tMwBsNqR25zIzBYGJ4eQ/3MRiekxNBnNtHdV86X0D6dkj0vkZTIZUanBqDQammrbXQasXWSMSyd/RzkxiSFEJYWTl1dNZFoInWFqnP4y5NFa5EEaHF0zcadwIlfI2F7lXaCQFh5KpbEVvVZLrD6QamMbNSYT2bHexQAAITot8cFBqBUKYoMCeXjSeNTKExOa3bt3M2TIkOOKRfbc5zEajVJ2jTvS41SeDDocDm677TY2btzI+vXrT3u/z9FcnJ955hmefvpp3n33XVJSUnj44YfZs2cP+fn5kuiezS7Ox8tZITaeCCGks4jly5ezYcMGhgwZgsVioba2lrVr15KWltbbwzwl2Gw2du3ahcPhIDs726vb2d1EWldXR0tLyyFNpHs3H+CLxWvZsTYfmRyiEkKp6bEUNfS8NISA+mojtR69NOkjkinsMdMJiw6ioaqZfllJOORK2tttNFU1eomEX4AWPz8V/kE6AoN11BYb0AVqCQgNoKaiCSGgraHNa7kv45x+Xk2rSrUCTdeSnpvUrHhK93Tv+6RmJ1DiUSGWNjyJ/XndotdvSDzFHu7QYVFBhxiFJg2IpOxAHYHBOiIzYihvMtHZ1NEzDQJFS6fLhkcI5I3NiK7lv9BoPX6hgWi0Kop3eM/UAFIHx9FkaCU6KRy5Uo42UEtHh50mQyvtbZ34JYQTMzCaapkDc4gMZYSCfS3NdHbZNAWolOh1GqpM7UQHBhAXFIjB1I6fSkV5c4tXsybAuOQEzDY7FS2t1JlcohqoURPqp6PM2MLYpHhemjXthITGbUh7vELTk57ZNadyn8fpdHLXXXexZs0a1q1bd8Yjp3u6OAshiI2N5Z577uHee+8FXMv7UVFRvPPOO8ydO/esd3E+Xs46sfHEXdY8a9YsDAYDnZ2dDBo0iDlz5jB79mwGDhx41i6jdXZ2kpubi06nY+jQob/qdGCxWKTy1KamJgICAqRenta6Dn76cgffvLHWey/lnH7kezRaxqdFExQagEKtYE+PpbB+QxOk5TI3Iy4cQnNDOwc9lqIyRiSzd7NriU6hUpA+PImi7SVYOqzIZDKyJ2TQbuqk/IABc5ffWlhsMI3VRukxBgxP9qpuk8llBIUH0trYPfbogRHUlrjuI4CYoQmUN7bj1ChALsfPT42loR1ZhxWlXRzS0KlQyJArFNLMCCDr3H7srzLS4lHFlxgfQlWhx1KbwwkNRmRd1V1qnYrBOans2rTfa29r4IhkL+dmpUZJeHKUK4FVJmPYtEycgVrqNHb2y0xExQah0Lo+36YOMyarGa1SQW2Ht3lp/9AQFDI5OpWKfEMd1i43jaExkeytdUUCAMTpA4kNCkQtV7CvroEBkaG8fPE0NCewd+IWmszMzENMIE+GX9vnOVYzTTdOp5MFCxbw9ddfs379elJTU0/ZOI+VnmJTUlJCv379yM3NJSsrS7rd+eefT1ZWFv/4xz946623uOeee6TKPnDtN2m1Wj777LM+7+J8vJw1djWHo7S0lJkzZzJs2DDee+89LBYLX331FcuWLePZZ58lNTWV2bNnc8kllxw1Trov0dbWRm5uLhEREcdU4KDRaCRHXHcTaV1dHaWlpeh0OrJn9mPSH0ZSsPkgP36+nbKCavZv9z4bN5vMOGwOmmpbGDgyhfbWTioKa1FrVZiM3rY3MrmM0l3lNNUYSR4Sj1ynwVBplHzCABw2B/lbShgyph9KhYyOlg62r3T50ckVclKHJRIcHcIej1nN4UgeFMvBgu5ZjEqtpLm6HYe/FmegDhGgoazTjiPMT9rsNwGE+UGEH3azA1MPU9fY5HAqir1nedZWM8r6NvoPiKKoqwhC76/BK+RBIYeIEERrO6iVxEb7k7smj6jkMJxKQX15KwF6f6p6eNSljxpA/vaDRCeGEZOdSGmTiZZQO5Wik9T4MPKbuveW/FUqYoID0amURAYFkm+oxy4E0VoNFU1GLF1LgwFqFUOiI1HKFeRW10hCA9DU3olOqaSosZlRCbF9TmjAZaYZHh5OeHj4Ec00j2Wfx+l0snDhQr744oteE5rD4XZh7jkTjIqKkq47212cj5ezWmzCw8OZP38+t99+O3K5HH9/f66//nquv/56Wlpa+Oabb1i2bBkTJkwgNjaW2bNnM2fOHLKysvqs8DQ2NrJ7926Sk5NJTk4+7pmZSqUiNjaW2NhY7HY7jY2NGAwGysvLUQWrmLNgPEH+eoq3V7Hthz3sXL8Pc7sFhUpBTanrAFzQ1XCZeV46CqWcvI2FXs+RPiKFgq7ig4NdAWnDLxxCS1M7JXu7l7P6D0tkzwaXgWhcWhQhCXqaK1pwOpyU7i4nytiOrLOTtKGJ2JzQWNfqFbgGoAvy7o0K6xdFldGMI9S/u2y5R8w1DqeUU+PUKTnQ0YkyzA9lYwdyIFB/aL9Vc30brc0dtG07yLAx/dhdWk99z/0bIDEplIr9dnA4OGjogLBgDNWtYLURmRhGYkYczYZW1DoVCrmcsIRQHAhihyagiw3hp0oDbYO0mFV2BkSGss9DaBQyGfEhQRTUd18WrNUyKCoMQ1s7tR3dsy6T1UZdsxGD2UqQVk1SSDAWh4PaNhNh/n7sr28kJz6Wf8w+MaExGAzk5eWdkf3Pnmaa7n0eg8FAYWHhEfd5hBA88cQTfPLJJ6xbt85r491H3+OsXkY7VkwmE9999x3Lli3ju+++Izw8XCouGDlyZJ8Rnurqamkd91R3ZHs2kdbX1yOTyaQzx5bqDvI27mfv5iIKt5VgMnYwcGQq+V1LYv56HckZ8dSWue5nMZlp89hsVyjlBIX601RjJD4thoDwIMoO1KLTqmg2dLsJyGQwZOwA7BYrnS2dlOz2LiEeNiEDm9WBzQkVRfU4HE4CQwNobWpHaNSIkEDQqHAqZDj9u/evnHJwqj1ya+xOhMr7M5WbHcicAmV9O+mDYijyEMWAIC3tTSav/ZqM0akUHWzAbPbeG4kJD6C2wjXzUasVOGw2HLiSQpUqBfYOCwiBkMkICAsErYpOq5P+WfEUKkxUBzhcVjhJkTTZzSjlcgI0atQKBRqlko3l3smgoTodarmc+vYOBkW58pb21TWQGKKnprUNs7171qaUQWpoMCa7nVEJcSyYMA7dCfSXuSs6MzMze73QxmazSa4b7n2e5cuXM378ePLy8njzzTdZu3YtmZmZvTpO3zLa0TmrZzbHSkBAAFdeeSVXXnklHR0drFy5kmXLlnHppZcSEBDArFmzmDNnDmPGjOmVECXPELfs7GxCQ0NP+XMoFAppM9bpdEqBcPn5+TgcDvqdF82Yy4YSFhaG4WADBVtLiB8Qzf5tJZQXVNPS2EZUYjgOmx1rp5+X2KSPTGXvT67ZT+X+GthfQ9aEQdhsDuw2m+Qe0H9YEgW/lOCw2uk/PJn49FgqC10H/ZBoPQe2l9LR1Q+k8VMz5LyB1NZ1IBcK7IF+0kxG9EjXdB4mbdMLh9M18VHKsUf6U3rQ26k5NiGU/Y3eBQTCbCUEJ46IAOq6wuWSUsIlCx0Aq9UByMkckUhbawdV5c2uDAYZxPeLpLKiGZ1cTtrgSHKVrdQHOkEpIy44kILmRiwey3vD42PYVFZBXFAgMUEBlDYbabdaCdZqKG0yArC31jXzTI8II1Cjdi2VNTRhdTpRyCApKID9TUZS/HVcFBFMa1MTqrCw4+pzqa2tJT8/v08IDbhm6jExMcTExOB0OqmpqaGxsZGbbrqJjo4Opk6dSl5eHgkJCb1qRdWTlJQUoqOjWbNmjSQ2ra2tbNmyhXnz5gFnv4vz8fI/MbM5EmazmdWrV7N8+XK+/PJLVCoVs2bN4pJLLmHcuHFnxHXA6XSyb98+GhsbGT58+Bmvr/dsIq2rq8NqtRIeHi4lkSqVSjraOincWkL+z0Xs/rGAotwyohLDCI4Mwm61U7q7HJuHtUyA3g8hnLS3dCCTy0jMiCU4KoT6ymavXp3gKD2pmfE47HbqSuupckcKqFTIA/1R6IMQcjlOlRz8tNJ4HQFql/A4BVhsCI3S9f8yGULeJT4eMx252YHM0ynAKVA2daCwuA72A4fEeMdrA/0GRFCcV4VfgIa4zAQKixvIGBTDvh3es7G0IbEc2O1a+pMrZIRFBpGYHk1TowmL2U5ZSyutmYGY9K7x+amV6AI0UsUYwMDIMA40NHntuyjlMkYlxtHSaWGfoR53/V6Evx8CaOhyc1Yp5CSH6IkMCsBktRGkVvPAeSNp7zqZ6OjoICwsTDrR+DVbfbfQDB06VEqt7WsIIXj11Vd5+umn+cc//kFRURFffvklBQUF/PTTT4waNeqMjeXXXJwTExN55pln+Pvf/+5V+rx79+5DSp/PVhfn4+V/Wmw8sdlsrFu3jmXLlvHFF1/gcDiYOXMmc+bM4YILLjgtIUt2u53du3djsVjIzs4+7Q1vR0MIIQXCuav7PAPh3O9Be2sneRv3s+fHAras2EVUfCh1ZQ1Stkv6yBQKf+ne+JfJZCRlJlK2t5KQKD2hMcHoI/XY7c6uMmiBLsiPhro2qkrqXbZpft0b/k5/jav8GBBmM6iUyDptyOxONP5qr0bM8K4yZ6fDifBTYYvwwx85HT06+3E4UTZ3orDY0WnldLZ1i6Vao0RYrF6Nmxlj+lFd00Zzo3exRFxCiFfzaFhUEC3tVmxWO+1RakzpAdjVAr8OGVdMyOTCUenYnE7arVaKGprZV1tPnqFOmr24GREfw/ZK1ywq1E9HcoieDqvLubmqtTsqQiaDobFR7Kw2MDQmksWXXYS/x3e1vb1dKhhpbW0lKChI+jw94y5qamrYt29fnxeaN954g8cff5wVK1YwZswY6bqSkhLi4+PPaBjar7k4v/POO1JT5xtvvIHRaOTcc8/ltdde82rNOJtdnI8Xn9gcBrvdzk8//cRnn33GF198QUdHBxdddBEXX3wxkydPPiWiYLFYyM3NRaVSMWzYsD4TTetJe3u7NONpa2s7bIWQzWJj+6o8vnxtFWqdGpVSzs71e7F7zHQGn5vuVWYdEOKPyk+Lsd510IxKDsfYapWMNweMSedA155KaLSeDoeDIDnYO61EJoZRsKd7vyVjdCp7PfJ1MrITyd/VXWQQHOZP7MBodhZWe5mKyjvsyIQgWKPCVOkdvBadGEjtAW9fuNSMGJoMRpTBftTXdTVzDojkYKF31VD6iCQK9lTR0t8Pc4QGTbvAv1PGbdeex5TJgw/7PjuFYHe1gR8Ki/mhsJiEED07ezRyapUKYvVBNLR3kBwSjEohp6XTTIifjl8qq8mMdglNgObIB1t3iXx9fb0UdxEREYFcLufgwYNkZWX1WQ8xIQTvvPMODzzwAN98880Zy6Dxcerwic1RcDgcbN68maVLl/L5559jNBqZNm0as2fPZsqUKfj5+R39QXrgTgsNCQk5a0qy3XG7BoOBlpYW6Qw5MjJSeg+aDM18/NLn7F51gOCwIBACp8PBwb3V3REDQPqYNPZvPyj93W9Uf0ryuk02W20QpNcREx2Izl9DblecMkD/nFSvzf3EwbGUeZQxD8pKZN/ubrGJitVjqDISnxqOSSWnzthBeIg/zZXGrlwFkLebkXd0276kDAijNM/bPDRhQCgVBa7n6TcsASsKdIFa9ns8V3i0nvqWDprT/EGtQG2RozQ7uemqscyelXVM77PD6WRbRTUrC4tZd+AgRrMZhUxGWmQY+wzee03Z8THsqKphVEIcz198IYHHkTzprlQsKyujpaUFlUpFVFTUUV3HewMhBB9++CH33HMPX3311WFnEz76Pj6xOQ6cTidbt26VhKe2tpYLL7yQOXPmMG3aNAIDA4/6GM3NzezcuZOEhAT69et3VjadHq6JNDQ0lPr6erRaLZmZmax+fyMVBdWs+3gTkQlhBIUF4rA7UPtrKC80YDK243Q4Sc5MoNloJjBQi3+QlsDQQMr312Aocx1YU7NTKHUnaspkBEQGY+oqIpApZKgCdVg8ZlExiWHUeJiFDhoWz76drpmPSq2k3/AEUCnYu9OjxFoI9Co5ZkMrGq0aR4fZ6zHlShlKmcBq7t7QDwzxJzDEj+AoPXYBDpuTgMhAttjacNoEmJ1ozA7uuvVCzp8w8ITeZ/eMJ6+mjo0HK8irqcNkdYni8K6QtMFRESy5/KLjEho31dXVFBQUMHToUGQymfSZOhwOwsLCvPbtegshBJ999hnz589n2bJlTJ06tdfG4uPk8InNCeJ0Otm5c6ckPAcPHmTy5MnMnj2bGTNmHDYMzb0Bm5aWRnx8fC+N/NRis9moqqqiuLgYp9OJn5+fNOMJCgqi6kAtXy9Zzfr/bCY5I4HS/KruYgKZjPj0GCq7CgNkMhkRqVHUV7nEQuuvwS5T4ugq741KCsNQ171nEpsSTlVNd2m1RqfCZnPi9PBEG5gZR8Fu796dzBFJlNQYafWIRsDpRG2xkTU4mtwNB7zKoGNSg6npsawWmxZK9YFuUQuI1VMT7Y+8zYbSLiPUX8Md901nxDmntsnQ0GairNlIZUsbjR2d/G7YYIK0Jy40WVlZXtWPnuavbiNNz327XyswOB18/vnn3HTTTfznP/9h5syZZ+x5H3vsMR5//HGvy9LT0ykocPWNmc1m7rnnHj755BMsFgtTp07ltddeOyk7n986PrE5BQgh2Lt3L0uXLmX58uUUFhYyYcIE5syZw0UXXURwcDB///vfSUxMZNq0aX2ipPRU0dbWxo4dO4iOjqZfv340NjZKSaRKpVISHpVcw5oPNvL92/+ltqt5NGNcmuRMDZCalUSph1tAek6ql+fZoHP6s89jP2bQyGTyPWxokgdEcbCHM0BEVCD1td0xAeFRQTRWGQkO80efEEJxmWu/Jkqvpd7QBnYHEUoIiQqiKK8KkJHQL5wKD1seuUJGUGgAxi6/NVuACntGNLIGC3InJMfqefz53xEa1jc3eauqqigsLDxEaA6Hu8HS7cEXFBQkNVh6FhicDr755htuuOEGPvjggzPec/LYY4+xdOlSVq9eLV2mVCql4ol58+bx7bff8s4776DX65k/fz5yuZyNGzee0XGeTfS9XemzEJlMxpAhQxgyZAiPPvoo+/fvZ9myZfzrX/9i/vz5REZGYjQaefvtt/tspc+J0NTUxK5du7zcDqKiooiKisLpdEpNpLt27XKlek6IY9zv7qRij4Hctfms/nCT9wP23Cfo0fNk9zDwBK+wTwD8g7wLN4JCdF5CA65MnsYqI8bGdlqa2snMScYigyK3aCkVNCCoLzQQGqIheVA8eT97m5KmZSVS0FUCbY0IwBEfhKzRiloIEuN0XDs/i/aOZvwDVGd8JnA0Kisr2b9//zEJDYCfnx9JSUkkJSVhtVol4SkpKUGr1UoznqPFmh8v33//PTfccANvv/12rzU3KpXKw0YUtLS08O9//5uPPvqIiRMnAvD2228zaNAgfv75Z84555wzPdSzAt/M5jTS0dHBJZdcQm5uLjExMeTn50uZPLNnzyYmJuas3LOB7sTQY1kS9Gwide8JREREEOSvp3R7NdtW5dFusrDTwwA0KCyQTqsTu821hKbWqZBptdJeikwuwz8ikDZPd+hBsZR4VIelDY5lf56XuxkD0qO9CgwAMkcmY+q0UuwxK5LLQSPAaepEabeRMjAWi9VBo8GIXKmkrrEde7Qe1HLClWpGntufmZePICouyMuN+3CFFL2FW2iys7NPOiLZXWDgrm6Ty+Ve6bInU2Cwdu1a5s6dy5IlS7j66qt75Tfy2GOP8dxzz6HX69FqtYwZM4ann36axMRE1q5dy6RJk2hubvZqJE1KSuLOO+/krrvuOuPjPRvwic1pwm63c8EFFwDw5ZdfEhoaSnl5uZTJ8/PPPzNy5EjJNichIeGsER73MsyQIUOO26DRbbro7uWxWCyS26+5yUHx7koOFlRjtwvyfimlsbYFm9XOwFGpXiXPCWlRlJd3lywrVXLkSiVWz96YYfHk7+wui1YoZKjlcsyd3Zv/IeEBGBtNCKcgNSOGlo4OmpsthIcFYujyRlPIZTjMVpCDyk+DxeHAGuKHut3CuTmp/HnBNPShhy6Z9Syk8Pf3lw7IgYGBZ/TzPpVC0xPPk4n6+nopXdad1Hk8zdEbNmzgiiuu4OWXX+b666/vtd/EihUrMJlMpKenU1NTw+OPP05VVRV5eXl8/fXX3HDDDVgsFq/7jBo1igkTJvDMM8/0ypj7Oj6xOY18++23TJo06ZC+HCEE1dXVUibPjz/+yLBhw6RohNTU1D4pPEIIysrKKC0tZdiwYSdtq+PZRFpXV0d7e7tUBeXZRNppstDW0kGHyUK7yUxHmwWbzUGdoZXmRhOGroKCbZuKvaz+e+7XpPSP4GCBdzrn4OGJ7PUIagPIGtcfi9WOzebAanEgV4BfaAAdJjP1jSaceg1XX5bDpAuHoNYc20q03W6XPL4aGhpQqVTSjCc4OPi0ft4VFRUUFRWRnZ192i1d3AUGbpF1Fxi4HQx+rUdt06ZNXHrppTz77LPcfPPNfeo3YDQaSUpK4oUXXkCn0/nE5gTwiU0vI4Sgrq6OL774guXLl7Nu3TqvTJ709PQ+8aMTQnDgwAFqamoYPnz4MZV5Hy89u92Dg4OlA/KxNNJazDaKC2rZs/0gJYW1bP+pyKsybfCwBPJ7CEtsYqiXA0BgsB9mi717hiSD5KHxlBS5lthGTh3IH64eQ1LiiTc/9jRFBbyWoE6lP9+ZFJrD4Q75cyd1BgYGejkYuL/bv/zyC3PmzOGJJ55g/vz5feI735ORI0cyefJkLrzwQt8y2gngE5s+hBCC5uZmvvzyS5YtW8bq1avp16+fFI3QWw2gTqeT/Px8jEYjw4cPPyN7D2azWZrxGI3GE9r7aGow8fO6An78YS+Fe6qIjAik3qNUOjJWT12PGIGMnCT27uheeksfkcS+rgq5aZdkcf3N56PVnjrPPCGE136WewnqVPS4lJeXU1xc3GtC0xN3UqfbwXnz5s1UVVUxdOhQnnjiCR5++GHuvvvuPik0JpOJxMREHnvsMa677joiIiL4+OOPueyyywAoLCxk4MCBbN682VcgcAR8YtOHaWlp4euvv2bZsmWsXLmS+Ph4SXiGDRt2RoTH4XCwe/duzGYzw4cP75XqKqvVKh2M3Xsf7iRSz7PjX6OmookN3+1hw4o8aruaPtOHxVK4s7uAQKVWoPbTYGp12dGoNEr8IoMI1Ou4+c5JDB6WcHpeYBe/1uMSGRl5XL5fbqEZPnw4er3+NI76xHA4HKxcuZKXX36Zn376CT8/P+bOncsll1xy2KXnM829997LrFmzSEpKorq6mkcffZSdO3eSn59PREQE8+bN47vvvuOdd94hKCiI2267DXAtBfo4PD6xOUtoa2uTMnlWrFghZfJccskl5OTknBbhsdls5ObmIpPJyMrKOiMu2McyJs+9D3f5rbuJ9FiEpyi/mg3f7yZvexEVB4zSPs/A7ESpj0erUzF+5lBGnZ9O9qjjD7E7FXR0dEgi29rail6vl16rTndoAJybsrIySkpK+qzQuMnPz2f69OnMmzePCRMm8NVXX/HFF1+QlpbGypUre3Vsc+fOZcOGDTQ2NhIREcG5557Lk08+Sb9+/YDups6PP/7Yq6nzcKXSPlz4xOYspKOjg++//55ly5bx7bffEhQUJGXynHPOOadkzd9sNpObm4tOpyMzM7NXcn6OhsPhkJpI6+vrUSqV0t5HSEjIEQXCbRnUr18/IiOiqSxpoKm+DbvNgVKtJDQigJS0aBQ9c3J6EYvFIr1Oz9ldz/TKs0VoCgsLmT59OjfeeCNPPvmkV/qm0Wg85RVzPnofn9ic5ZjNZlatWiVl8mg0Gq9MnhNZ829vb2fHjh2EhoYyaNCgPmXKeCQ8m0jr6lyZOe6DsWffR0NDA7t37z6rLYN6zu40Gg2RkZE4HA5qamrIyckhKCiot4d5RIqKipg+fTpz587lueeeOyu+Xz5OHp/Y/IawWq1emTxCCCmT5/zzzz+mNf+WlhZyc3OJi4ujf//+fXKz9mj03HS32+2Eh4ej0WgoLy9n8ODBpzx2u7dwz+5KSkpoa2vzKqk+2ebK08HBgwcl1/R//OMffW58vYEQ4pDfmdPp/M29N31abP75z3/y3HPPUVtby7Bhw3jllVfOaBLf2YzdbufHH3+UMnk6OzuZOXMms2fPZuLEiYfdgG1sbGTXrl2kpqaSnJx85gd9GnA3kZaUlNDQ0OAy++xaajvehsO+SmlpKWVlZWRnZ+NwOLycGtyVbWHHGQ99OqisrGTq1KnS/sZv7WB6PDQ1NREaGorNZkOlUrFhwwa+/PJL7HY7V1999W/yONdnxeY///kP1157LUuWLGH06NG89NJLfPbZZxQWFh531/r/Og6Hg02bNkkO1S0tLUybNo05c+Zw4YUX4ufnx7vvvotMJmPy5MnExsb29pBPKe7u+aFDh6LVajEYDF4NhydS7dVXcAvNiBEjvHqfPJ0a6uvrj5i6eqaoqalh6tSpjB8/nn/96199Yg+wt05mV69ezdSpU9myZQs5OTmsWbOGiy++mLFjx2I0GtmxYwfvvPMO11xzzWkfy5mkz4rN6NGjGTlyJK+++irgmlYmJCRw2223cf/99/fy6M5enE4nv/zyiyQ8BoOBlJQUCgsLee2117jqqqt6e4inFPeGeVZW1iGbzj2rvY63ibS3KSkpoby8/BChORw9U1fdrzUiIuJXK9tOBQaDgenTp5OTk8O7777bJ4SmN09mq6ur+ctf/sLGjRv5/vvv+fnnn3E4HNx5550YjUZefPFFnnzySRYvXsyf//zn0zqWM0mfFBur1Yqfnx9Lly5lzpw50uXXXXcdRqORL7/8svcG9xvC4XBw66238s477xAeHk5TUxOTJk1izpw5zJgx45hLifsiQghKS0spLy8nOzv7qJVZZrNZci9obm6WOt3PhJX+iXA8QtMTd8NsfX09zc3NBAQEeL3WU/mZNzQ0MGPGDAYPHsyHH37Y60t5bnr7ZNZgMHDHHXfwzTffMHToUO6++24uv/xywPW7/Pvf/84jjzzCP//5T/7yl7+c9vGcCfrGJ9+DhoYGHA7HIUFEUVFRUniRj5Pn7rvv5uuvv2bbtm0MHjyYvLw8li5dyksvvcQtt9zCxIkTmT17NjNnzvzVUuK+hhCCoqIiqqurycnJISDg6LkyWq2WhIQEEhISvKz0i4uLj1hm3FsUFxdTUVFxzK+tJ1qtlsTERBITE726+ktLS0+ob+lINDU1MWvWLAYMGMAHH3zQZ4TGarWyfft2HnjgAekyuVzO5MmT2bx58yl/vsNt9oeEhLB48WLCwsJYvHgxTU1N0m0VCgUPPvggOp2OW265BSEE8+bNO+XjOtP0jU/fR6+Qk5PDXXfdJRUDZGZmkpmZyWOPPUZhYSFLly7ljTfe4Pbbb2f8+PHMnj2bWbNmERER0esH3CMhhKCgoICGhgZycnJOaFaiVquJi4sjLi4Ou90uCc/BgwfRaDRERUWdkoPx8SKEoKSkhMrKyhMWmp6o1WpiY2OJjY3F4XDQ0NBAfX09O3bsQKFQePUtHc+GvtFoZPbs2SQkJPDJJ5/0qUKMM30yK5fLsVqtfPrpp/zhD39g165d3HHHHXz55Zc88sgj2O12br/9dpKTk5kyZYpUnXbXXXeh1Wo5//zzT/mYeoM+KTbh4eEoFAoMBm+HXoPB4OvQPYUcaQNSJpMxcOBAFi5cyEMPPURxcTHLli3jgw8+4O6772bs2LHMnj2biy++uE9l8nh6uOXk5JySvQilUklMTAwxMTFeTaTug7Gnc/PprK4SQlBcXExVVRUjRow4JULTE4VC4RV+19zcLOUWOZ1OSXjCwsJ+dd+ltbWVSy+9lPDwcJYuXdrnAuR6g2effZYPP/yQ3bt3s3jxYubNm4der0ev1/P0008jk8mYNWsWn3/+OTNmzJAE55ZbbuntoZ8y+uSeDbjWVEeNGsUrr7wCuA4kiYmJzJ8/31cg0EsIISgvL2fZsmVSJs+oUaOkMLjezORxOp3s2bOH9vZ2RowYcdoPcO6DscFgoL6+HiGE18H4VAqPp9Cc6GztZJ+/paVFmuGZzWavKAjPWYvJZOLSSy9FrVbzzTff9Hpg3OHorT3hq6++mo8//pgJEyawevVqZDKZJCpGo5GFCxfy1ltv8e6773LFFVecljH0Jn1WbP7zn/9w3XXX8frrrzNq1CheeuklPv30UwoKCg6Z/vo487gzedxhcD/99BNZWVlSNEJKSsoZEx63WajFYmH48OFnvKz3SE2k7l6ek6m+6rn/1NvFCkIIr8o2k8lES0sLBw4cYNasWfz1r3/F6XTy3XffnZbZ16niTJ3Meu7X3HDDDeTl5aFQKJg9eza33HILer1eEpyWlhbuu+8+3n33Xaqrq086L6qv0WfFBuDVV1+V6uCzsrJ4+eWXGT16dG8Py0cPhBAYDAYpk2f9+vVkZGRIwpOWlnbahMdut7Nz506EEH3CLNTt3Ozu5XHPAqKioo67ibSvCc3h6Ozs5IcffuDpp59mz549+Pv7c++99/L73/+e9PT03h7eETmTJ7NNTU1UV1czZMgQAObPn8/PP//M7Nmzue2226T4h5aWFrRaLVVVVaSmpp7SMfQF+rTY+Dj7EELQ1NTklckzYMAAKRrhVHqtuV2pFQoFWVlZfaJ/w5PDzQI8Gyt/banPHVZXW1vLiBEj+qTQuLFYLFx99dVUVVXxxz/+kVWrVrFq1SoyMjLYunVrn/tc3JyJk1n35v/q1at56aWXpP2YO++8k40bN0oznJUrV/L444/zyy+/9GkD1ZPBJzY+ThvutX53Js8PP/xAQkKCFI0wdOjQExYeq9XKjh070Gg0DB06tM8e0Dw5XGRAVFTUIY2VZ5PQWK1Wrr32WsrLy1mzZg1hYa4E07a2NnJzcxk/fnwvj7D3Wb16Nf/+9785ePAgDzzwABdffDEA9913HytXrsTpdFJZWclLL73Edddd18ujPX34xMbHGaOtrY1vv/1WyuSJjIyUhGfEiBHHLDxms5kdO3YQEBDAkCFDzkqPrSM1kUZERFBVVYXBYCAnJ6dPbrC7sdvt3HjjjRQUFLBu3ToiIiJ6e0i9jsPhQKFQHGKuuXHjRl5++WUOHjzIggULuPTSSwH4/PPPaWxsJC0t7TcvzD6xOQpPP/00y5cvp6CgAJ1Ox9ixY3nmmWe81qPdQUqffPKJV5CSr5DhyLS3t3tl8uj1ei6++GLmzJnD6NGjjzhT6ezsZPv27YSEhJCRkdFnyq5PBndjpcFgkMxC4+LiiI+P7xNNpIfDbrdz8803s2vXLtauXetrSfDAarVy//3387vf/c5rWW7z5s08//zzFBUV8cQTTzBr1qxeHOWZxyc2R2HatGnMnTuXkSNHYrfbefDBB8nLyyM/P19a3pg3bx7ffvst77zzDnq9nvnz5yOXy9m4cWMvj/7soLOzU8rk+eqrr9BqtVImz9ixY6XO8wMHDlBVVUV0dDTp6el98iB8ogghKCwspK6ujqSkJFpaWmhoaECtVku9PHq9vk+8ZofDwfz589m8eTPr1q0jLi6ut4fUp1izZg333nsviYmJLFy4kJEjR0rXrV27lssuu4zw8HAeeeSR35zZ5q/hE5vjpL6+nsjISP773/8yfvx4WlpaiIiI4KOPPpK8jQoKChg0aBCbN2/mnHPO6eURn11YrVbWrl0rZfLIZDJmzpxJeno6Tz/9NIsWLeKPf/xjnzjonircQlNfX+/VjNoziVQulxMZGUlUVNRpbyI9Ek6nkzvvvJO1a9eyfv16EhMTz/gYepKcnExZWZnXZU8//bRXCfPu3bu59dZb2bp1KxEREdx2223cd999p+T5D2dHs3TpUsndeuHChYwdOxZwHT9+97vfERoayp/+9CemTZt2SsZwNnD2LXb3Mi0tLQBSDfz27dux2WxMnjxZus3AgQNJTEw8LT5Lv3XUajXTpk3jX//6FzU1NXzyyScYjUYeeOABzGYz27Zt4/vvv8disfT2UE8JbnudnkIDSA4FQ4YM4fzzz5dKZ/fs2cOGDRvYu3cv9fX1OByOMzJWp9PJfffdx6pVq1i9enWfEBo3ixYtoqamRvp32223Sde1trYyZcoUkpKS2L59O8899xyPPfYYb7zxxkk/r91ul4SmsLCQ/Px8AC6//HJuvvlmnE4nixYtYsOGDYDreBEWFsYTTzzxPyU00Eftavoq7rO6cePGST/82tpa1Gq1VCvvJioqitra2l4Y5W8HpVKJXC5n9erVvPjii2RnZ7N06VLuvPNO2trapEyeyZMn9+mN9CPhFprGxsaj2uvI5XLCwsIICwtj4MCBtLS0YDAYKCgowGazER4eTlRU1GkLSXM6nTz00EN89dVXrFu3rs/1gQQGBh5x3+jDDz/EarXy1ltvoVarGTx4MDt37uSFF17gpptuOqnndb/XEydOpKioCLlczoQJE3j77be59NJLUalUvP3221xyySUMGzaMLVu2sGjRIgYNGnRSz3s24ltGOw7mzZvHihUr+Omnn6T8+o8++ogbbrjhkDPtUaNGMWHCBJ555pneGOpvAiEEF154IVdddRU33nijdLnT6WTLli1SJk99fT1Tpkxhzpw5TJ06tU93rrsRQrBv3z6ampoYMWLECfu4uZtI3SXVnZ2dR7SSOZmxPv7447z33nusX7+egQMHnvRjnkqSk5Mxm83YbDYSExO56qqruOuuuyQhuPbaa2ltbeWLL76Q7rNu3TomTpxIU1PTITlHx8tDDz3E1q1beeihhygoKOCxxx4jMzOTH374AYD8/Hy2bNlCQUEBOTk5v0krmmPBN7M5RubPn88333zDhg0bJKEBiI6Oxmq1YjQavWY3PtPQk0cmk7Fy5cpDKtPkcjljxoxhzJgxPPfcc+zYsYOlS5fyxBNPcPPNNzN58mTmzJnD9OnT+2Qmj6fQ5OTknFRQm0wmIygoiKCgIPr374/JZKKuro7y8nLy8/MJCQmRCgxOxC9OCMHTTz/N22+/zbp16/qc0ADcfvvtDB8+nNDQUDZt2sQDDzxATU0NL7zwAuBafUhJSfG6j7tStLa29rjFxm63e80eo6KiuOeeezj//PM577zzGDx4ML///e+ZOHEia9asISMjg4yMjJN8lWc/vj2boyCEYP78+Xz++eesXbv2kC/tiBEjUKlUrFmzRrqssLCQ8vJyxowZc6aH+5vjaM2acrmcnJwc/v73v1NQUMDPP/9MVlYWL7zwAikpKVxxxRW8//77NDU10Rcm8UII8vPzT4nQHI6AgABSU1M555xzGDduHOHh4dTW1vLjjz+ydetWysrK6OzsPOaxvvDCCyxevJhVq1ZJS8dngvvvvx+ZTPar/9xxAHfffTcXXHABQ4cO5S9/+QvPP/88r7zyymnZ13M6nZLQPPDAA9xzzz383//9n+RQL5fLGTduHJ999hkVFRWMGzcOm812ysdxNuJbRjsKt9xyCx999BFffvmlV2+NXq+Xlj7mzZvHd999xzvvvENQUJC0Oblp06ZeGbOP7v2QpUuXsnz5cvbu3cv5558vZfKEh4ef8RmPW2iMRiMjRow4o9HTFotFWmpzp3O6c3kO51AghOCVV17h2WefZeXKlV7lu2eC+vp6Ghsbf/U2qamphzVd3bt3L0OGDKGgoID09PRTtozmWXX2u9/9jo0bNzJq1Cg2bdpE//79+eyzz4iJiQFc79+2bduYMmUKzz//vNcy8P8qPrE5Ckc6IL399ttcf/31QHdT58cff+zV1OlbRusbuC363cKTm5vLuHHjpEye6Ojo0y48vSk0PbHZbJJ7QWNjIzqdTurjCQsLQyaT8frrr7No0SJWrFhx1s3QP/zwQ6699loaGhqkRMyHHnoIg8Eg7WE9+OCDUrP28bJ7924WLVrEa6+9hl6vp6SkhBkzZpCUlMTHH3/sJTi1tbXS3//r+MTGx/8UQgjKysqkTJ4tW7YwevRoKZMnPj7+lAuPEIK9e/fS0tJCTk5OnwoTs9vtNDY2YjAYePnll6Wl4l27dvHdd99xwQUX9PYQf5XNmzezZcsWJkyYQGBgIJs3b+auu+5i+vTpvPvuu4CrXSE9PZ0pU6awYMEC8vLyuPHGG3nxxRePWo32n//8h5kzZ0qzv3vuuYf33nuPgQMH8uWXX0otEMXFxUydOpXY2Fg++ugjr31dHy58YuPjfxYhBFVVVVImz8aNG8nOzpaiEZKTk09aeNxC09raekZC3U4Gk8nEAw88wLvvvou/vz9+fn7MmTOHyy+/nEmTJvX28A7Ljh07uOWWWygoKMBisZCSksI111zD3Xff7fVeezZ1hoeHc9ttt7FgwYJffexFixaRn5/PJ598Il1WUVHBhRdeSEVFBStXrmTs2LHS0lpZWRlTpkzBbrezbdu2k65y+63hExsfPujO5Pn888+lTJ4hQ4ZIwjNgwIDjFh6n08nevXtpa2vr80IjhODTTz/ltttuY9myZUyaNIkNGzawfPly6urq+PTTT3t7iL3Kjz/+SL9+/YiNjaWhoYGcnByioqJ44403GDp0qPTdKCsr4/3332fhwoW9POK+h09sfPjogRCCxsZGKZNnzZo1pKWleWXyHE14ziahAVi+fDk333wzn376KRdddFFvD6fXsdls0v7O119/ze9+9zuefPJJ5s6dS0xMDM3NzeTk5BAcHMybb75JVlZWnyux72v4Sp9/Q/z9739HJpNx5513SpeZzWZuvfVWwsLCCAgI4LLLLpPKNH0cHplMRnh4OH/84x/59ttvMRgM/PWvf2XPnj2cd955jBgxgscee4xdu3bhdDoPub/T6SQvLw+TydTn9mgOx9dff83NN9/Mhx9+6BMaXJ+fW2iampqYNWsWf/nLX3j11Vf58MMPqaqqIiQkhF27dtHR0cENN9zgs6Y6Bnxi8xth69atvP766wwdOtTr8rvuuouvv/6azz77jP/+979UV1dLWRo+jo5MJiM4OJhrr72WL7/8EoPBwKOPPkpJSQkXXnghw4YN46GHHmLbtm04nU4sFgv3338/zc3NjBgx4rCluX2JFStWcOONN/LOO+8wZ86c3h5Or+NZ3rxw4ULpPXnhhRe48soreeWVV3j//fepqKggICCA3NxcqqqqvMqqfRwB4eOsp62tTQwYMECsWrVKnH/++eKOO+4QQghhNBqFSqUSn332mXTbffv2CUBs3ry5l0b728FkMonPPvtMzJ07VwQFBYmEhASRmJgoYmNjxf79+0V7e3uf/vfVV18Jf39/8cEHHwin03nG37+//e1vYsyYMUKn0wm9Xn/Y25SVlYkZM2YInU4nIiIixL333itsNpvXbdatWyeys7OFWq0W/fr1E2+//fYJjcfhcEj/f++99wqZTCZUKpX48ccfpcsfeeQRkZCQIJ588klRVlZ2yP18HBnfzOY3wK233spFF13k5TwNPkfq042/vz+XX345H3/8MRUVFcTFxdHa2orJZOL888/n7rvvZsOGDdjt9t4e6iFs2LCBq666ildeeYWrrrqqV/YbrFYrV1xxBfPmzTvs9Q6Hg4suugir1cqmTZt49913eeedd3jkkUek25SWlnLRRRcxYcIEdu7cyZ133smf/vQnVq5cedzjcc9oHnzwQf7973+zatUqBg0ahNFolG7z+OOPc9NNN/H666/z8ssvU1dXd1YmxfYGPm+0s5xPPvmEHTt2sHXr1kOu8zlSnxmsVivXX389ZrOZoqIiAgMDWb16NcuXL+eaa65BJpMxa9Ys5syZw/jx40+JOebJsHHjRq688kqef/55rr/++l7b2H788ccBeOeddw57/Q8//EB+fj6rV68mKiqKrKwsnnjiCRYsWMBjjz2GWq1myZIlpKSk8PzzzwMwaNAgfvrpJ1588UWmTp163GN68cUX+b//+z9+/PFHRo8eTWhoqCQ2FosFjUbDwoULsVqtlJaWEhkZeUKv/X8RnySfxVRUVHDHHXfw4Ycf9mpHug9IS0tjzZo1hIWFoVarmTFjBm+++SbV1dV8/PHHqFQqbrrpJlJTU5k3b16vZfL88ssvXH755Tz11FP8+c9/7tMVVJs3byYzM9MrXn3q1Km0trayd+9e6TY9Z/RTp0496sy9Z2GH3W7HbrfT0dHBzz//LMU5q1Qqtm/fDoBGo8Fut3Pw4EEWLVrE+++/f9Kv8X8Jn9icxWzfvp26ujqGDx+OUqlEqVTy3//+l5dffhmlUklUVJTkSO2Jz5H61KJWq/n73/8udZN7olKpmDRpEkuWLKGyspLly5cTFBTEHXfcQUpKCn/84x/5+uuvj9kc82TYsWMHl1xyCY8++ii33nprnxYacM3MPYUGvN2af+02ra2tv/qeyuVytm3bxnPPPUdHRwfgyqa5//77GT58uGSeGRUVRUNDg3S/8ePH+3poThCf2JzFTJo0iT179rBz507pX05ODldffbX0/z5H6r6DQqHg/PPP55VXXqGsrIzvvvuOmJgYHnjgAZKTk7n22mtZvnw5JpPplD/37t27ufjii1mwYAF33XXXaROa43Fr7k1aW1uZOXMmCxYsYOLEiTz88MOsW7dOchl3L3Wmp6dTV1cHwIwZM2hqapJscHwcH749m7OYwMDAQ2zf/f39CQsLky7/4x//yN13301oaKjkSD1mzBjOOeec3hiyjy7kcjljx45l7Nix/N///R/bt29n6dKlLFq0iJtuuokLL7yQ2bNnM2PGDIKCgk7qufLz85k5cyZ33HEHCxYsOK0zmnvuuUcyqD0Sx5ryGR0dzS+//OJ1mbtHzD0zj46OPqRvzGAwEBQU9KuBdP7+/txwww2kpaURHBzMjz/+yKxZs7juuusYNmyY5JmWlJTEJ598wqxZs8jPz6ewsPCosRc+jkBvl8P5OLV4lj4LIURnZ6e45ZZbREhIiPDz8xOXXHKJqKmp6b0B+vhVHA6HyM3NFQsXLhQZGRlCo9GIGTNmiCVLlojKykphMpmOq7x5+/btIjIyUjz44IO9Ut58LLz99tuHLX3+7rvvhFwuFwaDQbrs9ddfF0FBQcJsNgshhLjvvvvEkCFDvO73+9//XkydOvWYnjcmJkZUVlYKIYQoLCwU9913n5DJZGL8+PFi8eLF4m9/+5uQy+Vi6NChor29/SRepQ+fXY0PH30U0ZXo6Y5GyM/P54ILLmD27NnMnDnzqJk8RUVFTJs2jauuuopnn322z5XolpeX09TUxFdffcVzzz3Hjz/+CED//v0JCAjA4XCQlZVFbGwszz77LLW1tVxzzTX86U9/4qmnngJcpc9Dhgzh1ltv5cYbb2Tt2rXcfvvtfPvtt8dUjXbNNdeg1+t59dVXAZgwYQIWi4X09HRqamr44YcfyMjIYMuWLYfN/fFxHPSy2P1P4XA4fA1gPk4Ip9Mp9u/fL5566imRk5MjlEqluOCCC8SLL74oiouLD5nx7N27VyQkJIjbbrutz37nrrvuOgEc8m/dunXSbQ4ePCimT58udDqdCA8PF/fcc89hmzqzsrKEWq0Wqampx9TU6Z7lvf7662Ly5MlCCCEuueQS0a9fP2mms2/fPvHBBx+IpqamU/OC/8fxzWzOAO5qlvDwcOkyd+llXzvb9NH3EUJw8OBBli1bxueff84vv/zilckjhGDq1KlMmzaN1157zfcd+xWEEAwbNoyCggISEhL4/vvvGTBgQG8P6zeJ71t4BnjmmWeIjIwkJSWFBx98kNLSUuRyue8g4OOEkMlkpKSkcO+99/LTTz9RUlLCFVdcwTfffENGRgbDhg1jzJgx/POf//R9x34Fp9OJTCZj4cKFJCcns2TJEp/QnEZ838TTjMViYf/+/VxzzTUsWrSIjRs3kpaWRlxcHC+99BIAY8aM4dtvv+3dgZ5mqqqq+MMf/kBYWBg6nY7MzEy2bdsmXS+E4JFHHiEmJgadTsfkyZM5cOBAL4747EAmk5GQkMAdd9zB+vXrKS8v55prruH999/3VU0dBbcQjxo1CrPZzI4dO3p5RL9tfGJzmiksLKS+vp5JkyZxzTXX8N///peGhgapCbCuro4tW7b09jBPK83NzYwbNw6VSsWKFSvIz8/n+eef90oyfPbZZ3n55ZdZsmSJtBk7depUzGZzL4787EImkxEbG8u//vUvlEpfV8OxkpyczMKFC3nyySd9gnM66c0No/8Fnn76aTF8+PAjlhs//PDDIj09XVRVVZ3hkZ05FixYIM4999wjXu90OkV0dLR47rnnpMuMRqPQaDTi448/PhND9PE/zsGDB8UFF1zgaws4jfhmNqcRm83Ghg0byMvLIzs7m2uvvZZ169Z53eajjz5i+vTpUvGAp2eT0+nE4XCc0TGfDr766itycnK44ooriIyMJDs7m3/961/S9aWlpdTW1np5XOn1ekaPHu1zpz4LePLJJxk7dix+fn6HmL66OZyTwCeffOJ1m/Xr1zN8+HA0Gg39+/c/okHn6SApKYkVK1b4bJxOIz6xOY0cOHCA5uZmnn/+eT799FNkMhlXXnkl/fv3Z9u2bVRWVlJSUsLUqVOlkC23Z1NDQwNyufw3se5eUlLC4sWLGTBgACtXrmTevHncfvvtku2H2+fqcB5XPnfqvs/RogLcvP3229TU1Ej/PMPaTmVUwIniM7M9vfgWdk8j3333HSqViilTppCWlsZ5552HyWRi9+7dDB8+nBdffJHExEQyMzMBl7Hmww8/jMFg4MCBAwwaNIhFixadkFV6X8LpdJKTkyM14mVnZ5OXl8eSJUu47rrrenl0Pk6Wo0UFuAkODj7izOFURwX46Hv4ZjanCbvdzubNmxk0aBBpaWkIIRBCEBAQwNixY5HL5bz55ptMnz6duLg4du3axb333sugQYP45ptvKC4uZtSoUbz44os0Nzdjt9vZtm0bNTU1hzyX+7H7KjExMWRkZHhdNmjQIMrLy4Fun6vDeVz5ljV+O9x6662Eh4czatQo3nrrLa/v7IlGBfg4e/CJzWmipKSEDRs2UFdXh91ul9ap3dTU1FBYWMisWbMAWLZsGVu3bqWmpoaKigoiIiJ45ZVXKC0tZenSpSiVShYuXMif/vQnwHtvp+dj9zXhGTduHIWFhV6X7d+/n6SkJABSUlKIjo72cqdubW1ly5YtPnfq3wiLFi3i008/ZdWqVVx22WXccsstvPLKK9L1JxoV4OPswSc2p4mEhAQee+wx8vLy0Ol0jBw5kpdfflk6m//ggw9ISEhg+PDh1NfXs337dsaMGYNGo2HOnDlERETwpz/9iQMHDkhrycHBwcTFxWG32yVB2bp1K++++y7Nzc3Sc7uFx/N2njidzjMqSHfddRc///wzTz31FEVFRXz00Ue88cYb3HrrrdJ477zzTv72t7/x1VdfsWfPHq699lpiY2O91vV9nDlOdVTAww8/zLhx48jOzmbBggXcd999PPfcc6fxFfjoc/RaHdz/EDU1NeKpp54SgwYNEsHBwUIIIVJTU8Wf//xn0dHRITo7O8Xw4cPFM888I4QQoqWlRaxatUrceOONYsKECeKbb74RQrjKpGfMmOH12Oeee67IyckRe/fuFUIIsXHjRlFQUHAGX92x8fXXX4shQ4YIjUYjBg4cKN544w2v651Op3j44YdFVFSU0Gg0YtKkSaKwsLCXRuujrq5O7Nu371f/WSwWr/scyb35cHzzzTcCkNybzzvvPC+3ciGEeOutt0RQUNCpeDk++gA+sTnDtLa2CofDISZOnCi++OIL6fIpU6aIqVOnipaWFq/b22w20dbWJoQQ4u677xZjxowRQrj6UJ577jkRHBwsDhw4IIQQory8XFx55ZUiKSlJxMbGioULF0qP5z4w/OMf/xB//etfD+kncD+HDx8nyvGIzd/+9jcREhIi/X0yUQE+zg58y2hnmMDAQORyOWvWrGH27NnS5f/4xz9oaGjgkUceYdeuXVRWVrJx40YAydq8ra2N+Ph4AN5//32WLVvGww8/TP/+/XE6nQQHB7No0SJ2797Ns88+yw8//CBVCKnVaioqKtiwYQNlZWVShLEQApPJxPnnn88TTzxxBt8JH78VysvL2blzJ+Xl5TgcDik11p04+vXXX/Pmm2+Sl5dHUVERixcv5qmnnuK2226THuMvf/kLJSUl3HfffRQUFPDaa6/x6aefctddd/XWy/JxqulttfPRbXe+cuVKMWHCBKHX60V2dra4+eabpRmH0+kUzz//vBg/frwoLi4WYWFh4oknnhBGo1F6nPLycvHzzz9L91m0aJHIyckRDodDNDQ0iKlTpwqZTCaysrK8bNyFEKKhoUHU19efmRfs4zfF0aICVqxYIbKyskRAQIDw9/cXw4YNE0uWLDkk+uBEogJ8nD34xKYPYrPZxH//+1+xZ88eIYQQdrtdCCHEkiVLhFqtFjfddJMYMWKEdHuHwyFefvllkZGRIbKzs0V4eLiYMmWKuPjii8XMmTNFUVGREMK1hDZw4EAxffp0IZfLxcUXXyyEEKKsrOyw4+irOSinA7vdLhYuXCiSk5OFVqsVqampYtGiRV7plu59pejoaKHVasWkSZPE/v37e3HUPnycPfiW0fogSqWS8ePHM2TIEADJRaC1tRWbzUZJSYnU/AawZcsWPvroI8aPH8/y5cv54YcfyMrKYvPmzfj7+0slxj/++CNZWVksXboUh8PBG2+8QXt7OxdccAH33HPPIeNwu+L+FixzjsYzzzzD4sWLefXVV9m3bx/PPPMMzz77rFd5rs8s1IePE8fnIHAW8de//pWhQ4dK/mJuWltbqamp4YEHHiA5OZnk5GQ6OztZsWIFmZmZKJVK9u/fT2lpKbNnz8bPzw9w9THs3LmTmpoaLr30UunxioqKWLt2LVFRUcyePfs3YZlzNDZt2sTs2bO56KKLAJcT8Mcff8wvv/wCuPa2XnrpJRYuXCjttb333ntERUXxxRdfMHfu3F4buw8fZwO+mc1ZxtSpU72EBuCCCy4gKSmJxYsXs2bNGpYsWcLNN99MR0cHEyZMAGDVqlUoFApGjBjhdd8ffviBwMBAxo0bh91u5+uvv2bEiBG8//773H777cTFxbF8+XLp9sKjP0cI4dVcejYzduxY1qxZw/79+wHYtWsXP/30E9OnTwd8ZqE+fJwsPrH5DaDRaHj11VcJCQnh7rvvZs+ePZjNZgYMGEBOTg7gav5MSEggKytLup/JZOKLL75gxowZAKxcuZJHH32UK6+8ku+++46SkhKuueYannrqKamySCaTsWrVKinl0L3UJvqYa8Hxcv/99zN37lwGDhyISqUiOzubO++8k6uvvhrwmYX68HGy+JbRfiNkZmby0UcfAdDQ0EBOTg6NjY2o1WpMJhMqlYrOzk5iY2Ol+5SUlLBt2zaefPJJAD799FMSEhJYsGABgYGBAEyZMoVly5axadMmpkyZwpYtW5g6dSovvfQSbW1tREVFcfXVV6PT6c78iz6FfPrpp3z44Yd89NFHDB48WHIejo2N9ZmF+vBxCvDNbH6DhIeHc8MNN3DvvfcCEBAQwMSJE/nll1+YPXu2tOyzfv16goODmTBhAmazmcLCQoYMGSL18gBERETQ2toqbYJ///330n9tNhtPPfUU06ZNo6ys7Ay/ylPLX//6V2l2k5mZyTXXXMNdd93F008/DfjMQn34OFl8YvM/wu9//3vWrFmDTqdj9+7d2Gw2lixZIu3ptLe3ExwcjM1m88r1yMvLw2g0Mm3aNAA+//xzZs+ezWuvvcZjjz3Ghg0byM/PZ/Xq1cDZu5zW0dEhLQm6USgU0p6UzyzUh4+Tw7eM9j/E0KFDpXREm83GH/7wByZOnAhAWFgYERER/PTTT5jNZrRaLbm5ubz77rtMnDgRtVrN1q1baWho4L777iM5ORmA+Ph4VCqVdFD2dJ8+m5g1axZPPvkkiYmJDB48mNzcXF544QVuvPFGwNssdMCAAaSkpPDwww/7zEJ9+DhWerXLx0efYvfu3SIzM1OMGzdOPPzwwyI+Pl5MnjxZbNy4UQjh8q8aPXq02L17t3SfH3/8UaSlpYmPP/64t4Z9SmhtbRV33HGHSExMlJo6H3roIS+zSZ9ZqA8fJ45MiLN03cPHaaGiooLXX3+dnTt3Mm7cOG644QZpT2L06NGMHTuWRYsWSQUE999/Pz///DMvvfQSWVlZCCHO2tmNDx8+Th++ZTQfXiQkJPC3v/0NwEs4du/ezbZt2/jLX/4iCQ24XAmGDx9O//79gbN3Gc2HDx+nF5/Y+DginsIxYMAAli5dSmZmpnTZpk2baGhoYMSIEQQEBPTGEH348HGW4BMbH8eETqfjkksu8bqssLCQ8PBw0tPTAXxLaD58+Dgivj0bHyeFxWJBoVCgVPrOW3z48HFkfGLjw4cPHz5OO76mTh8+fPjwcdrxiY0PHz58+Djt+MTGhw8fPnycdnxi48OHDx8+Tjs+sfHhw4cPH6cdn9j48OHDh4/Tjk9sfPjw4cPHaef/ASaDlLcb7WIhAAAAAElFTkSuQmCC", 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" ] @@ -122,7 +128,7 @@ } ], "source": [ - "from classical_doa.algorithm.music import uca_rb_music\n", + "from classical_doa.algorithm import uca_rb_music\n", "\n", "azimuth_grids = np.arange(-180, 180, 1)\n", "elevation_grids = np.arange(0, 90, 1)\n", @@ -150,17 +156,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### UCA-ESPRIT Algorithm" + "#### UCA-ESPRIT Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -170,7 +176,7 @@ } ], "source": [ - "from classical_doa.algorithm.esprit import uca_esprit\n", + "from classical_doa.algorithm import uca_esprit\n", "\n", "estimated_azimuth, estimated_elevation = uca_esprit(\n", " received_data=received_data,\n", @@ -205,7 +211,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/uca_cn.ipynb b/examples/uca_cn.ipynb index afe901e..bf73a10 100644 --- a/examples/uca_cn.ipynb +++ b/examples/uca_cn.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 47, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -14,13 +14,14 @@ "metadata": {}, "source": [ "### Import Signal 和 Array\n", - "`signal.py`定义了一些常用的信号类型,信号对应的Class都继承自`Signal`基类, 用于产生多个入射信号 \n", - "`array.py`定义了一些常用的阵列结构,所有的阵列对应的Class都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据 " + "\n", + "`signal.py`定义了一些常用的信号类型,信号对应的 Class 都继承自`Signal`基类, 用于产生多个入射信号 \n", + "`array.py`定义了一些常用的阵列结构,所有的阵列对应的 Class 都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据\n" ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -33,13 +34,14 @@ "metadata": {}, "source": [ "### 设定仿真参数\n", + "\n", "设定与阵列结构以及信号参数、入射方向有关的仿真参数,产生采样后的阵列接受信号 \n", - "均匀圆阵的DOA估计一般采用基于波束空间(Beam Space)分解的方法,波束空间分解利用了一阶贝塞尔函数的性质,所以阵列设置需要满足$M > 2 \\left \\lfloor \\frac{2\\pi}{\\lambda} r \\right \\rfloor$" + "均匀圆阵的 DOA 估计一般采用基于波束空间(Beam Space)分解的方法,波束空间分解利用了一阶贝塞尔函数的性质,所以阵列设置需要满足$M > 2 \\left \\lfloor \\frac{2\\pi}{\\lambda} r \\right \\rfloor$\n" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -63,12 +65,13 @@ "metadata": {}, "source": [ "### 生成仿真信号\n", - "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据" + "\n", + "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据\n" ] }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -89,13 +92,14 @@ "metadata": {}, "source": [ "### 估计入射角\n", - "`algorithm`中定义了几种经典的DOA估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", - "首先import两个和绘图函数,分别用于展示这两种算法的估计结果" + "\n", + "`algorithm`中定义了几种经典的 DOA 估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", + "首先 import 两个和绘图函数,分别用于展示这两种算法的估计结果\n" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -106,17 +110,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### UCA-RB-MUSIC 算法" + "#### UCA-RB-MUSIC 算法\n" ] }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -126,7 +130,7 @@ } ], "source": [ - "from classical_doa.algorithm.music import uca_rb_music\n", + "from classical_doa.algorithm import uca_rb_music\n", "\n", "azimuth_grids = np.arange(-180, 180, 1)\n", "elevation_grids = np.arange(0, 90, 1)\n", @@ -154,17 +158,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### UCA-ESPRIT 算法" + "#### UCA-ESPRIT 算法\n" ] }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -174,7 +178,7 @@ } ], "source": [ - "from classical_doa.algorithm.esprit import uca_esprit\n", + "from classical_doa.algorithm import uca_esprit\n", "\n", "estimated_azimuth, estimated_elevation = uca_esprit(\n", " received_data=received_data,\n", @@ -209,7 +213,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/ula.ipynb b/examples/ula.ipynb index b00c37d..ccd16f5 100644 --- a/examples/ula.ipynb +++ b/examples/ula.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -14,23 +14,24 @@ "metadata": {}, "source": [ "### Import Signal and Array\n", + "\n", "`signal.py` defines some commonly used signal types in DOA estimation. Each signal type is a class that inherits from the base class `Signal`. These classes are used to generate incident signals. \n", - "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array. \n", + "`array.py` defines some commonly used array structures. Each array structure is a class that inherits from the base class `Array`. The `Array` class uses the signals generated by the `Signal` class and the incident angles to generate simulated data for the received signals of the array.\n", "\n", "The mathematical model for the received signals of the array (narrowband signals) is given by: $$\\bf{X} = \\bf{A} \\bf{S}$$\n", "\n", - "where: $$\\bf{X} = \\begin{bmatrix} x_1(t) & x_2(t) & \\dots & x_M(t) \\end{bmatrix}^T$$ is an $M\\times 1$ dimensional vector representing the received signals of the array. \n", + "where: $$\\bf{X} = \\begin{bmatrix} x_1(t) & x_2(t) & \\dots & x_M(t) \\end{bmatrix}^T$$ is an $M\\times 1$ dimensional vector representing the received signals of the array.\n", "\n", - "$\\bf{A} = \\begin{bmatrix} \\bf{a}(\\theta_1) & \\bf{a}(\\theta_2) & \\dots & \\bf{a}(\\theta_N) \\end{bmatrix}$ is an $M \\times N$ dimensional matrix representing the manifold matrix of the array. \n", + "$\\bf{A} = \\begin{bmatrix} \\bf{a}(\\theta_1) & \\bf{a}(\\theta_2) & \\dots & \\bf{a}(\\theta_N) \\end{bmatrix}$ is an $M \\times N$ dimensional matrix representing the manifold matrix of the array.\n", "\n", - "$\\bf{a}(\\theta_n) =\\begin{bmatrix} e^{-j \\omega_0 \\tau_{1n}} & e^{-j \\omega_0 \\tau_{2n}} \\dots & e^{-j \\omega_0 \\tau_{Mn}} \\end{bmatrix}^T$ is the steering vector corresponding to the incident angle. \n", + "$\\bf{a}(\\theta_n) =\\begin{bmatrix} e^{-j \\omega_0 \\tau_{1n}} & e^{-j \\omega_0 \\tau_{2n}} \\dots & e^{-j \\omega_0 \\tau_{Mn}} \\end{bmatrix}^T$ is the steering vector corresponding to the incident angle.\n", "\n", - "$\\bf{X} = \\begin{bmatrix} s_1(t) & s_2(t) & \\dots & s_N(t) \\end{bmatrix}^T$ is an $N\\times 1$ dimensional vector representing the incident signals." + "$\\bf{X} = \\begin{bmatrix} s_1(t) & s_2(t) & \\dots & s_N(t) \\end{bmatrix}^T$ is an $N\\times 1$ dimensional vector representing the incident signals.\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -43,12 +44,13 @@ "metadata": {}, "source": [ "### Simulation Parameter Configuration\n", - "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals." + "\n", + "Define simulation parameters related to array structure, signal parameters, and incident direction to generate sampled array received signals.\n" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -60,7 +62,9 @@ "\n", "# array parameters\n", "num_antennas = 8\n", - "antenna_spacing = 0.5 * (3e8 / signal_fre) # set array spacing to half wavelength\n", + "antenna_spacing = 0.5 * (\n", + " 3e8 / signal_fre\n", + ") # set array spacing to half wavelength\n", "\n", "# incident angles\n", "angle_incidence = np.array([0, 30, -60])\n", @@ -72,12 +76,13 @@ "metadata": {}, "source": [ "### Simulation Signal Generation\n", - "Instantiate `Array` and `Signal` and generate simulated data of array received signals." + "\n", + "Instantiate `Array` and `Signal` and generate simulated data of array received signals.\n" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -98,13 +103,14 @@ "metadata": {}, "source": [ "### Incident Angle Estimation\n", + "\n", "Several classical DOA estimation algorithms are defined in the `algorithm` package, some of which will output the spatial spectrum, and some of which will directly output the estimated incident angle value.\n", - "So we first import two plotting functions, which are used to show the estimation results of these two algorithms." + "So we first import two plotting functions, which are used to show the estimation results of these two algorithms.\n" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -115,17 +121,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### MUSIC Algorithm" + "#### MUSIC Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -137,7 +143,7 @@ "source": [ "search_grids = np.arange(-90, 90, 1)\n", "\n", - "from classical_doa.algorithm.music import music\n", + "from classical_doa.algorithm import music\n", "\n", "music_spectrum = music(\n", " received_data=received_data,\n", @@ -161,17 +167,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### Root-MUSIC Algorithm" + "#### Root-MUSIC Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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RDodD9kPOuiUmJuqXX37x3V++fLmysrK0efNmFRYWqqKiQqWlpSopKVFUVFSVr/PVV1/J4/Ho1FNPrbS9rKxMjRs3liRt2rRJF154YaXH09PTtXTpUr/eU11CAQQAOPH+mLdSpcM70B9SABzh8CG6bduqHdLh3G632rRpc8T2Ro0aKTc3V8uXL9f777+va6+9Vg8//LBWrlyp8PDw437+w/e12WxVbvP+seDstm3b9Ne//lVjx47VtGnT1KhRI3300UcaNWqUysvLj1oAFRUVyeFwaM2aNXIcltuDQ2RWRAEE/xQXSykpMpJSXnlFJZGR2nbGGXIf/gsLOMGKCwu1r2VLSVLk9u1yx8QEOaK664Tk0p85ObW1bw1ERkZq8ODBGjx4sMaNG6d27drpq6++Urdu3RQRESFPLbQIWrNmjbxer2bMmOE7S/Tqq69W2qeq1+7atas8Ho9++eUX9enTp8rnbt++vT777LNK2z799NMARh96KIDgv927ZZO0e/9+lfh5yheoTfF790qifUMgkMsDQ0R5eXmVtoWFhemdd96Rx+NRWlqaoqKi9K9//UuRkZFq+UfRmJKSog8++EB///vf5XQ6FR8fH5B42rRpo/379+vxxx/X4MGD9fHHH2vu3LmV9klJSVFRUZGys7PVuXNnRUVF6dRTT9Xll1+uYcOGacaMGeratat27dql7OxsderUSYMGDdL111+vXr166ZFHHtEFF1ygZcuW1evhL4nL4AEAqNLSpUvVtGnTSrfevXurYcOGmjdvnnr16qVOnTpp+fLlevvtt33zae69915t27ZNJ598spo0aRKweDp37qyZM2fqwQcf1GmnnaaXXnpJWVlZlfbJyMjQmDFjNHToUDVp0kQPPfSQJOnZZ5/VsGHDdPPNN6tt27YaMmSIVq9erRYtWkiSzjjjDM2bN0+PPvqoOnfurPfee0933XVXwGIPRTZjjAl2ECdSYWGhYmNjVVBQoBhOkfuvuFj6Y8zYvWSJSiIjVdSnD0NgCLriwkK5Y2MP/FxQwBBYDQQyl6Wlpdq6datatWol16GXtgNVONbnJdDf35wBAgAAlkMBBAAALIcCCAAAWA6X8MA/druUmiqvpK4xMSqjFQZChN1u18YOHSRJrWiFUSPkElZAAQT/REZKq1fLLumjYMcCHCIyOlodNmwIdhj1Qm3k0mLX26CaTuTnhNIeAFBrDq48XF5eHuRIUBcc/JwcvmJ1beAMEACg1oSFhSkqKkq7du1SeHh4pT5XwKG8Xq927dqlqKgov/uqVQcFEPxTUiJ16CCvpA7PPqtSl0sbe/ZUFOsAIchKfv9de/5o9tjom28UdUiTSfgnkLm02Wxq2rSptm7dqu3btwcqRNRTdrtdLVq0kM1mq/XXogCCf4yRtm+XXdIPpaUqsdnEyD5CgTFGJ/3RtqCY+SY1EuhcRkRE6JRTTmEYDH8qIiLihJ0lpAACANQ6u93OStAIKQzGAgAAy6EAAgAAlkMBBAAALIcCCAAAWA6ToOEfm813GXw7t1ulLpdq/2JF4M/ZbDZ916qVJKnZCbiEtj4jl7ACm7HY+uSFhYWKjY1VQUGBYmJigh0OAAA4DoH+/mYIDAAAWA4FEAAAsBwKIPinpETq2FHejh3V/YMP1HHVKpV4PMGOClDJ77/ru9at9V3r1ir5/fdgh1OnkUtYAZOg4R9jpI0bZZe0ubhYJV4vrTAQEowxarN1qyRaYdQUuYQVcAYIAABYDgUQAACwHAogAABgORRAAADAcoJeAD3xxBNKSUmRy+VSWlqaVq1adcz9Z82apbZt2yoyMlLJycm66aabVFpaeoKiBQAA9UFQrwJbuHChJkyYoLlz5yotLU2zZs3SgAEDlJubq4SEhCP2f/nllzVx4kTNnz9fGRkZ+uabbzRixAjZbDbNnDkzCO/Agmw2qWVLeSUlu1wqdTpphYGQYLPZ9GNSkiSpEe0baoRcwgqC2gojLS1NPXr00OzZsyVJXq9XycnJuu666zRx4sQj9h8/frw2bdqk7Oxs37abb75Zn332mT766KPjek1aYQAAUPfUm1YY5eXlWrNmjTIzM/8bjN2uzMxM5eTkVHlMRkaG1qxZ4xsm27Jli5YsWaKBAwce9XXKyspUWFhY6QYAAKwtaENgu3fvlsfjUWJiYqXtiYmJ2rx5c5XHXHbZZdq9e7d69+4tY4wqKio0ZswY3XHHHUd9naysLN1zzz0BjR0AANRtQZ8E7Y8VK1bogQce0JNPPqkvvvhC//73v7V48WLdd999Rz1m0qRJKigo8N1++OGHExhxPbRvn9Sjh7w9eqj3xx+rx5o12kcrDISAfUVF2tixozZ27Kh9RUXBDqdOI5ewgqCdAYqPj5fD4VB+fn6l7fn5+Ur6Y/Ld4e6++25deeWVuvrqqyVJp59+uoqLi3XNNdfozjvvlN1+ZD3ndDrldDoD/wasyuuVPv9cdklrCwtVsn+/vMGOCdCBOYQdNm6UJBV7+VTWBLmEFQTtDFBERIS6d+9eaUKz1+tVdna20tPTqzympKTkiCLH4XBIOtC7BgAA4HgE9TL4CRMmaPjw4UpNTVXPnj01a9YsFRcXa+TIkZKkYcOGqXnz5srKypIkDR48WDNnzlTXrl2Vlpam7777TnfffbcGDx7sK4QAAAD+TFALoKFDh2rXrl2aPHmy8vLy1KVLFy1dutQ3MXrHjh2Vzvjcddddstlsuuuuu/TTTz+pSZMmGjx4sKZNmxastwAAAOqgoK4DFAysA1RDxcVSdLQkyb1kiUoiI1XUp4/cnIFDkBUXFsodG3vg54ICufn/XW3kEqGo3qwDBAAAECxBHQJDHRUfLyMpPjxcJeHhwY4G8NndsKEkKTK4YdQL5BL1HQUQ/ON2S7t2ySZpe7BjAQ7hjomR+7ffgh1GvUAuYQUMgQEAAMuhAAIAAJZDAQT/7Nsn9esnT9++OicnR/3WrqUVBkLCvqIirUtN1brUVNo31BC5hBUwBwj+8XqllSvlkPTx3r0qiYykFQZCgtfrVZc1ayTRvqGmyCWsgDNAAADAciiAAACA5VAAAQAAy6EAAgAAlkMBBAAALIerwOC/qCgZSVF2u2SnhkboKHa5gh1CvUEuUd9RAME/brdUXCybpF3BjgU4hDsm5sA6Vagxcgkr4M93AABgORRAAADAciiA4J/SUmnQIHkGDtSQ1as1aP16ldIKAyGgtLhYq888U6vPPFOlxcXBDqdOI5ewAuYAwT8ej7RkiRyS3r/uOpVERoryB6HA4/Gox4cfSpKKKcprhFzCCjgDBAAALIcCCAAAWA4FEAAAsBwKIAAAYDkUQAAAwHIogAAAgOVwGTz843ZLxkiSWB0EocQdE+P7bLqDHEtdRy5hBZwBAgAAlkMBBAAALIcCCP4pLZX+9jd5Lr5Yl33xhf62YQOtMBASSouLlTNggHIGDKB9Qw2RS1iBzZg/BnotorCwULGxsSooKFBMTEyww6l7ioul6GhJknvJEpVERqqoTx+5HY4gBwarKy4slDs29sDPBQUH5rGgWsglQlGgv785AwQAACyHAggAAFgOBRAAALAcCiAAAGA5FEAAAMByKIAAAIDl0AoD/omKkoqKZIzRLy6XZLMpyk4djeCLio5WcUGB72dUH7mEFVAAwT82m+R2yyZ6BCG02Ox21qsJEHIJK+BPdwAAYDkUQPBPWZk0YoQ8w4fr6i+/1IhNm1Tm9QY7KkBl+/bpowsv1EcXXqiyffuCHU6dRi5hBbTCgH9ohYEQRfuGwCGXCEW0wgAAAKghCiAAAGA5FEAAAMByKIAAAIDlUAABAADLoQACAACWw0rQ8E9UlPTLLzLGaFtsLK0wEDKioqO1+8cfJUmNad9QI+QSVkABBP/YbFKTJrJJahLsWIBD2Ox2xTdvHuww6gVyCSvgT3cAAGA5nAGCf8rKpAkT5DFGE669VhUREZrZpo2cDIMhyMr27dOnV18tSTrj6afljIwMckR1F7mEFdAKA/6hFQZCFO0bAodcIhTRCgMAAKCGKIAAAIDlUAABAADLoQACAACWQwEEAAAshwIIAABYDusAwT+RkdLWrfIaow0JCZLdrkjWAEIIiHS79eOmTZKkZm53kKOp28glrIACCP6x26WUFNklpQQ7FuAQdodDJ7VrF+ww6gVyCSvgT3cAAGA5nAGCf8rLpTvvlMcY3TlqlDwREZrWqpUiGAZDkJWXluqT666TJGU8/rgiXK4gR1R3kUtYAa0w4B9aYSBE0b4hcMglQhGtMAAAAGoo6AXQE088oZSUFLlcLqWlpWnVqlXH3H/v3r0aN26cmjZtKqfTqVNPPVVLliw5QdECAID6IKhzgBYuXKgJEyZo7ty5SktL06xZszRgwADl5uYqISHhiP3Ly8vVv39/JSQk6LXXXlPz5s21fft2NWzY8MQHDwAA6qygFkAzZ87U6NGjNXLkSEnS3LlztXjxYs2fP18TJ048Yv/58+drz549+uSTTxQeHi5JSklJOZEhAwCAeiBoQ2Dl5eVas2aNMjMz/xuM3a7MzEzl5ORUecxbb72l9PR0jRs3TomJiTrttNP0wAMPyOPxHPV1ysrKVFhYWOkGAACsLWgF0O7du+XxeJSYmFhpe2JiovLy8qo8ZsuWLXrttdfk8Xi0ZMkS3X333ZoxY4buv//+o75OVlaWYmNjfbfk5OSAvg8AAFD31Kl1gLxerxISEvTUU0/J4XCoe/fu+umnn/Twww9rypQpVR4zadIkTZgwwXe/sLCQIqgmIiOlr7+W1xitatmSVhgIGZFut7774yKK1rRvqBFyCSsIWgEUHx8vh8Oh/Pz8Stvz8/OVlJRU5TFNmzZVeHi4HIesOdO+fXvl5eWpvLxcERERRxzjdDrldDoDG7yV2e1Sx46yS+oY7FiAQ9gdDrXp0SPYYdQL5BJWELQ/3SMiItS9e3dlZ2f7tnm9XmVnZys9Pb3KY3r16qXvvvtOXq/Xt+2bb75R06ZNqyx+AAAAqhLUsYsJEyZo3rx5ev7557Vp0yaNHTtWxcXFvqvChg0bpkmTJvn2Hzt2rPbs2aMbbrhB33zzjRYvXqwHHnhA48aNC9ZbsJ7ycmnqVHmmTNF9ubmaunWryg8pSIFgKS8t1YobbtCKG25QeWlpsMOp08glrCDorTBmz56thx9+WHl5eerSpYsee+wxpaWlSZL69eunlJQUPffcc779c3JydNNNN2ndunVq3ry5Ro0apdtvv73SsNix0AqjhmiFgRBF+4bAIZcIRYH+/q5xAVRUVFRpSEpSSBcWFEA1RAGEEMWXduCQS4SikOgFtnXrVg0aNEhut1uxsbGKi4tTXFycGjZsqLi4uBoHBQAAUJuqdRXYFVdcIWOM5s+fr8TERNlstkDHBQAAUGuqVQB9+eWXWrNmjdq2bRvoeAAAAGpdtYbAevTooR9++CHQsQAAAJwQ1ToD9PTTT2vMmDH66aefdNppp/kakx7UqVOngAQHAABQG6pVAO3atUvff/+9b70eSbLZbDLGyGazHbM5Keo4l0tatUoeY7TilFMkh0MuWmEgBLiiorTxf/9XktQ2KirI0dRt5BJWUK3L4Dt06KD27dvrtttuq3ISdMuWLQMWYKBxGTwAAHVPoL+/q3UGaPv27XrrrbfUpk2bGgcAAABwolWrAPrLX/6iL7/8kgLIisrLpUcfVYUxevR//kfeiAjdcNJJimAYDEFWXlqqT+69V5KUMXmyIlyuIEdUd5FLWEG1hsCeeuop3X///brqqqt0+umnHzEJ+vzzzw9YgIHGEFgNsRI0QhSrFwcOuUQoCokhsDFjxkiS7v3jL4RDMQkaAACEumoVQIf3/gIAAKhLmLgBAAAsp1pngKoa+jrU5MmTqxUMAADAiVCtAuiNN96odH///v3aunWrwsLCdPLJJ1MAAQCAkFatAmjt2rVHbCssLNSIESN04YUX1jgoAACA2lStAqgqMTExuueeezR48GBdeeWVgXpahBqXS/q//5PHGC0+/XRaYSBkuKKitO6ttyRJp9O+oUbIJawgYAWQJBUUFKigoCCQT4lQ43BI/frJIalfsGMBDuEIC1OXwYODHUa9QC5hBdUqgB577LFK940x2rlzp1588UWdd955AQkMAACgtlSrAPrHP/5R6b7dbleTJk00fPhwTZo0KSCBIUTt3y899ZQ8xuipv/5V3vBwXdO0qcIZBkOQ7S8r0yePPCJJyrjlFoU7nUGOqO4il7CCarXCqMtohVFDtMJAiKJ9Q+CQS4SiQH9/+/1n+/79+xUWFqavv/66xi8OAAAQDH4XQOHh4WrRogX9vgAAQJ1VrYkbd955p+644w7t2bMn0PEAAADUumpNgp49e7a+++47NWvWTC1btpTb7a70+BdffBGQ4AAAAGpDtQqgCy64QDabLdCxAAAAnBDVKoCmTp0a4DAAAABOnGoVQK1bt9bq1avVuHHjStv37t2rbt26acuWLQEJDiHI6ZTeeUcer1eLunWTCQuTk7OBCAFOl0urX35ZktTV5QpyNHUbuYQVVGsdILvdrry8PCUkJFTanp+fr+TkZJWXlwcswEBjHSAAAOqeQH9/+3UG6K0/muNJ0rJlyxT7x0JZkuTxeJSdna1WrVrVOCgAAIDa5FcBNGTIEEmSzWbT8OHDKz0WHh6ulJQUzZgxI2DBIQTt3y+99JIqvF69lJkpEx6uyxMTaYWBoNtfVqbP5syRJKWNHUv7hhogl7CCag2BtWrVSqtXr1Z8fHxtxFSrGAKrIVphIETRviFwyCVCUVCHwA7aunVrjV8YAAAgWKo1bnH99dfrscceO2L77NmzdeONN9Y0JgAAgFpVrQLo9ddfV69evY7YnpGRoddee63GQQEAANSmahVAv/76a6UrwA6KiYnR7t27axwUAABAbapWAdSmTRstXbr0iO3vvvuuWrduXeOgAAAAalO1JkFPmDBB48eP165du/SXv/xFkpSdna0ZM2Zo1qxZgYwPAAAg4KpVAF111VUqKyvTtGnTdN9990mSUlJSNGfOHA0bNiygASLEOJ3Sq6/K4/Xq+c6daYWBkOF0uZQzb54kqQftG2qEXMIKqrUO0KF27dqlyMhIRf+xNkyoYx0gAADqnkB/f1d7+d6KigotX75c//73v3Wwhvr5559VVFRU46AAAABqU7WGwLZv365zzz1XO3bsUFlZmfr3768GDRrowQcfVFlZmebOnRvoOBEqKiqkN96Qx+vVG336yISF6cL4eIXRCgNBVlFertUvvCBJ6jFsmMIiIoIcUd1FLmEF1RoCGzJkiBo0aKBnnnlGjRs31pdffqnWrVtrxYoVGj16tL799tvaiDUgGAKrIVphIETRviFwyCVCUUi0wvjwww/1ySefKOKwvwpSUlL0008/1TgoAACA2lStcQuv1yuPx3PE9h9//FENGjSocVAAAAC1qVoF0DnnnFNpvR+bzaaioiJNmTJFAwcODFRsAAAAtaJaQ2AzZszQgAED1KFDB5WWluqyyy7Tt99+q/j4eL3yyiuBjhEAACCgqlUAnXTSSfryyy+1YMECrV+/XkVFRRo1apQuv/xyRUZGBjpGAACAgKpWASRJYWFhuuKKKwIZCwAAwAlR7QIoNzdXjz/+uDZt2iRJat++vcaPH6927doFLDiEoIgI6dlnVeH16smOHWXCwxVBKwyEgAinUx/94x+SpDSnM8jR1G3kElZQrXWAXn/9df39739Xamqq0tPTJUmffvqpVq9erQULFuiiiy4KeKCBwjpAAADUPYH+/q5WAXTyySfr8ssv17333ltp+5QpU/Svf/1L33//fY0Dqy0UQAAA1D0h0Qts586dVXZ9v+KKK7Rz584aB4UQVlEhLV4sz9tva0l+vhb/+qsqvN5gRwUcaN/wyita/corqigvD3Y4dRq5hBVUaw5Qv3799OGHH6pNmzaVtn/00Ufq06dPQAJDiCork/76Vzkk/e2QVhjVnkwGBEhZaal6XHaZpAPtG+hfVX3kElZQre+t888/X7fffrvWrFmjM844Q9KBOUCLFi3SPffco7feeqvSvgAAAKGkWnOA7MfZ+dtms1XZMiOYmANUQzRDRYiigWfgkEuEopBohuplzgcAAKjD/JoEnZOTo3feeafSthdeeEGtWrVSQkKCrrnmGpWVlQU0QAAAgEDzqwC69957tWHDBt/9r776SqNGjVJmZqYmTpyot99+W1lZWQEPEgAAIJD8KoDWrVuns88+23d/wYIFSktL07x58zRhwgQ99thjevXVVwMeJAAAQCD5NQfot99+U2Jiou/+ypUrdd555/nu9+jRQz/88EPgokPoiYiQZs+Wxxg90r69vLTCQIiIcDq18v77JUkZtG+oEXIJK/DrKrCWLVvqxRdf1Jlnnqny8nI1bNhQb7/9tu+s0FdffaW+fftqz549tRZwTXEVGAAAdU9QV4IeOHCgJk6cqA8//FCTJk1SVFRUpYUP169fr5NPPrnGQQEAANQmvwqg++67T2FhYerbt6/mzZunefPmKeKQFULnz5+vc845x+8gnnjiCaWkpMjlciktLU2rVq06ruMWLFggm82mIUOG+P2aqCaPR1qxQp7/+z+t2L1bK377TR7/l5ICAs5TUaF1b7+tdW+/LU9FRbDDqdPIJaygWgshFhQUKDo6Wo7DFr/bs2ePoqOjKxVFf2bhwoUaNmyY5s6dq7S0NM2aNUuLFi1Sbm6uEhISjnrctm3b1Lt3b7Vu3VqNGjXSm2++eVyvxxBYDbEQIkIUi/cFDrlEKAqJZqixsbFHFD+S1KhRI7+KH0maOXOmRo8erZEjR6pDhw6aO3euoqKiNH/+/KMe4/F4dPnll+uee+5R69at/Y4fAABYW7UKoEApLy/XmjVrlJmZ6dtmt9uVmZmpnJycox537733KiEhQaNGjfrT1ygrK1NhYWGlGwAAsLagFkC7d++Wx+OpdGm9JCUmJiovL6/KYz766CM988wzmjdv3nG9RlZWlmJjY3235OTkGscNAADqtqAWQP76/fffdeWVV2revHmKj48/rmMmTZqkgoIC3411igAAQLWaoQZKfHy8HA6H8vPzK23Pz89XUlLSEft///332rZtmwYPHuzbdrAxa1hYmHJzc4+4DN/pdMrJQl4AAOAQQT0DFBERoe7duys7O9u3zev1Kjs7W+np6Ufs365dO3311Vdat26d73b++efrrLPO0rp16xjeAgAAxyWoZ4AkacKECRo+fLhSU1PVs2dPzZo1S8XFxRo5cqQkadiwYWrevLmysrLkcrl02mmnVTq+YcOGknTEdtSS8HDpoYdUYYzuPeUUeSMiFE4rDISA8IgIrZg0SZKU4efVqKiMXMIKgl4ADR06VLt27dLkyZOVl5enLl26aOnSpb6J0Tt27JDdXqemKtVvERHSrbcqTNLNwY4FOESEy6V+DzwQ7DDqBXIJK6jWQoh1GQshAgBQ9wT6+zvoZ4BQx3g80hdfyGOMvjjlFMnhULcGDeRgGAxB5qmoUO6HH0qS2vbpI0cYv96qi1zCCjgDBP/QCgMhivYNgUMuEYpCohUGAABAXUYBBAAALIcCCAAAWA4FEAAAsBwKIAAAYDkUQAAAwHJY3AH+CQ+XpkyRxxhNbN1aHlphIESER0RoxfXXS6J9Q02RS1gB6wABAICQxzpAAAAANcQQGPzj9UqbNslrjDa1bCnZ7WofFSU7w2AIMq/Hoy1ffCFJat2tm+ysTl5t5BJWQAEE/+zbJ512muySetIKAyFkX3Gx2vTsKYn2DTVFLmEFDIEBAADLoQACAACWQwEEAAAshwIIAABYDgUQAACwHAogAABgOVwGD/+Eh0u33CKPMbouJYVWGAgZ4RERWnH11ZJo31BT5BJWQCsMAAAQ8miFAQAAUEMMgcE/Xq+0Y4e8xmhHQoJkt6uFy0UrDASd1+PRz99+K0lqdsoptG+oAXIJK6AAgn/27ZNatZJdUkdaYSCE7Csu1knt20uifUNNkUtYAUNgAADAciiAAACA5VAAAQAAy6EAAgAAlkMBBAAALIcCCAAAWA6XwcM/YWHStdfKY4yuTk5WRUSEwlgDCCEgLDxcKy+7TJJ0Rnh4kKOp28glrIBWGAAAIOTRCgMAAKCGGAKDf4yRdu+WMUa7Y2Mlm03x4eGyMQyGIDNer37duVOS1LhpU9ns/H1XXeQSVkABBP+UlEgJCbJJSqEVBkJISVGR4k86SRLtG2qKXMIKKOsBAIDlUAABAADLoQACAACWQwEEAAAshwIIAABYDgUQAACwHC6Dh3/CwqThw+UxRpc2a0YrDISMsPBwfTRkiCSpB+0baoRcwgpohQEAAEIerTAAAABqiCEw+McYqaRExhiVuFySzaYou51WGAg64/WqpKhIkhQVHU37hhogl7ACPtXwT0mJFB0tW4MGSnj/fUV/+KFKvN5gRwWopKhI7thYuWNjfV/eqB5yCSugAAIAAJZDAQQAACyHAggAAFgOBRAAALAcCiAAAGA5FEAAAMByWAcI/nE4pIsvlscYXZCYqP1OpxzBjgmQ5HA4lHPOOZKkrg4+lTVBLmEFtMIAAAAhj1YYAAAANUQBBAAALIcCCP4pLpZsNslmk/vdd2VbsULFHk+wowJUXFjo+2wWFxYGO5w6jVzCCiiAAACA5VAAAQAAy6EAAgAAlkMBBAAALIcCCAAAWA4FEAAAsJyQKICeeOIJpaSkyOVyKS0tTatWrTrqvvPmzVOfPn0UFxenuLg4ZWZmHnN/BJjDIQ0cKM9556l/fLwGNmpEKwyEBIfDodV9+mh1nz5y0L6hRsglrCDorTAWLlyoYcOGae7cuUpLS9OsWbO0aNEi5ebmKiEh4Yj9L7/8cvXq1UsZGRlyuVx68MEH9cYbb2jDhg1q3rz5n74erTAAAKh7Av39HfQCKC0tTT169NDs2bMlSV6vV8nJybruuus0ceLEPz3e4/EoLi5Os2fP1rBhw/50fwogAADqnnrVC6y8vFxr1qxRZmamb5vdbldmZqZycnKO6zlKSkq0f/9+NWrUqMrHy8rKVFhYWOkGAACsLagF0O7du+XxeJSYmFhpe2JiovLy8o7rOW6//XY1a9asUhF1qKysLMXGxvpuycnJNY7b0oqLJbdbxu1Wk2XL5P7gA1phICQUFxaqODLywI0/dGqEXMIKQmISdHVNnz5dCxYs0BtvvCGXy1XlPpMmTVJBQYHv9sMPP5zgKOuhkhLZSkpU4vWqxOsNdjSAj7u0VO7S0mCHUS+QS9R3YcF88fj4eDkcDuXn51fanp+fr6SkpGMe+8gjj2j69Olavny5OnXqdNT9nE6nnE5nQOIFAAD1Q1DPAEVERKh79+7Kzs72bfN6vcrOzlZ6evpRj3vooYd03333aenSpUpNTT0RoQIAgHokqGeAJGnChAkaPny4UlNT1bNnT82aNUvFxcUaOXKkJGnYsGFq3ry5srKyJEkPPvigJk+erJdfflkpKSm+uULR0dGKjo4O2vsAAAB1R9ALoKFDh2rXrl2aPHmy8vLy1KVLFy1dutQ3MXrHjh2y2/97omrOnDkqLy/XxRdfXOl5pkyZoqlTp57I0AEAQB0V9AJIksaPH6/x48dX+diKFSsq3d+2bVvtBwQAAOq1kCiAUIfY7VLfvvIYo14NG6rc5arblxKi3rDb7VrXvbskqa2dT2VNkEtYQdBXgj7RWAkaAIC6p16tBA0AABAMFEAAAMByKIDgn+JiqUkTmSZN1HL5cjX5+GNaYSAkFBcWandcnHbHxdG+oYbIJayASdDw3+7dsknavX+/SsL4CCF0xO/dK0kqDm4Y9QK5RH3HGSAAAGA5FEAAAMByKIAAAIDlUAABAADLoQACAACWwyU88I/dLqWmyiupa0yMymiFgRBht9u1sUMHSVIr2jfUCLmEFdAKAwAAhDxaYQAAANQQBRAAALAcCiD4p6RESkmRNyVF7f7v/5SSk6MSWmEgBJT8/rt+bNpUPzZtqpLffw92OHUauYQVMAka/jFG2r5ddkk/lJaqxGaTpSaRIWQZY3RSXp4kqdhaUxsDjlzCCjgDBAAALIcCCAAAWA4FEAAAsBwKIAAAYDkUQAAAwHK4Cgz+sdmkDh3kldTO7VapyyVbsGMCJNlsNn3XqpUkqZmNT2VNkEtYAa0wAABAyKMVBgAAQA1RAAEAAMuhAIJ/Skqkjh3l7dhR3T/4QB1XraIVBkJCye+/67vWrfVd69a0b6ghcgkrYBI0/GOMtHGj7JI2FxerxOulFQZCgjFGbbZulUT7hpoil7ACzgABAADLoQACAACWQwEEAAAshwIIAABYDgUQAACwHK4Cg39sNqllS3klJbtcKnU6aYWBkGCz2fRjUpIkqRHtG2qEXMIKKIDgn6goadu2A5fBBzsW4BBRDRooaufOYIdRL5BLWAFDYAAAwHIogAAAgOVQAME/+/ZJPXrI26OHen/8sXqsWaN9tMJACNhXVKSNHTtqY8eO2ldUFOxw6jRyCStgDhD84/VKn38uu6S1hYUq2b9f3mDHBEjyer3qsHGjJKnYy6eyJsglrIAzQAAAwHIogAAAgOVQAAEAAMuhAAIAAJZDAQQAACyHq8Dgv/h4GUnx4eEqCQ8PdjSAz+6GDSVJkcENo14gl6jvKIDgH7db2rVLNknbgx0LcAh3TIzcv/0W7DDqBXIJK2AIDAAAWA4FEAAAsBwKIPhn3z6pXz95+vbVOTk56rd2La0wEBL2FRVpXWqq1qWm0r6hhsglrIA5QPCP1yutXCmHpI/37lVJZCStMBASvF6vuqxZI4n2DTVFLmEFnAECAACWQwEEAAAshwIIAABYDgUQAACwHAogAABgOVwFBv9FRclIirLbJTs1NEJHscsV7BDqDXKJ+o4CCP5xu6XiYtkk7Qp2LMAh3DExB9apQo2RS1gBf74DAADLoQACAACWQwEE/5SWSoMGyTNwoIasXq1B69erlFYYCAGlxcVafeaZWn3mmSotLg52OHUauYQVMAcI/vF4pCVL5JD0/nXXqSQyUpQ/CAUej0c9PvxQklRMUV4j5BJWwBkgAABgORRAAADAckKiAHriiSeUkpIil8ultLQ0rVq16pj7L1q0SO3atZPL5dLpp5+uJUuWnKBIAQBAfRD0AmjhwoWaMGGCpkyZoi+++EKdO3fWgAED9Msvv1S5/yeffKJLL71Uo0aN0tq1azVkyBANGTJEX3/99QmOHAAA1FVBL4Bmzpyp0aNHa+TIkerQoYPmzp2rqKgozZ8/v8r9H330UZ177rm69dZb1b59e913333q1q2bZs+efYIjBwAAdVVQrwIrLy/XmjVrNGnSJN82u92uzMxM5eTkVHlMTk6OJkyYUGnbgAED9Oabb1a5f1lZmcrKynz3CwoKJEmFhYU1jN6iDrkk1pSUSF6vCgsL5XE4ghgUIBUXFvquSDz0Z/iPXCIUHfzeNsYE5PmCWgDt3r1bHo9HiYmJlbYnJiZq8+bNVR6Tl5dX5f55eXlV7p+VlaV77rnniO3JycnVjBo+F18sSWoW5DCAI/D/O3DIJULMr7/+qtjY2Bo/T71fB2jSpEmVzhjt3btXLVu21I4dO2qUwB49emj16tVBOz4UYigsLFRycrJ++OEHxcTEBCWGUHkOchkaMQQijzWNIRDHh0IM9eUzGYjnIJehEUNBQYFatGihRo0a1SiGg4JaAMXHx8vhcCg/P7/S9vz8fCUlJVV5TFJSkl/7O51OOZ3OI7bHxsbW6Bekw+EI6vGhEoMkxcTEVPt5QiEPgXgOchk6MUg1y2MgYgiFPPCZDNxzkMvQiUE6MFUmEII6CToiIkLdu3dXdna2b5vX61V2drbS09OrPCY9Pb3S/pL0/vvvH3X/2jJu3LigHh8qMdRUKOQhEM9BLkMnhkCoD3moD3kMlecgl6ETQyDZTKBmE1XTwoULNXz4cP3zn/9Uz549NWvWLL366qvavHmzEhMTNWzYMDVv3lxZWVmSDlwG37dvX02fPl2DBg3SggUL9MADD+iLL77Qaaed9qevV1hYqNjYWBUUFASkorcychk45DIwyGPgkMvAIZeBEeg8Bn0O0NChQ7Vr1y5NnjxZeXl56tKli5YuXeqb6Lxjx45Kp7syMjL08ssv66677tIdd9yhU045RW+++eZxFT/SgSGxKVOmVDksBv+Qy8Ahl4FBHgOHXAYOuQyMQOcx6GeAAAAATrSgL4QIAABwolEAAQAAy6EAAgAAlkMBBAAALMdSBdAXX3yh/v37q2HDhmrcuLGuueYaFRUVVdpnx44dGjRokKKiopSQkKBbb71VFRUVQYo4tC1evFhpaWmKjIxUXFychgwZUulxcnl8zj//fLVo0UIul0tNmzbVlVdeqZ9//rnSPuvXr1efPn3kcrmUnJyshx56KEjRhrYnnnhCKSkpcrlcSktL06pVq4IdUkibM2eOOnXq5FugLz09Xe+++67v8dLSUo0bN06NGzdWdHS0LrrooiMWosV//fTTT7riiivUuHFjRUZG6vTTT9fnn3/ue9wYo8mTJ6tp06aKjIxUZmamvv322yBGHJp+//133XjjjWrZsqUiIyOVkZFRafXogOXRWMRPP/1k4uLizJgxY8zmzZvNqlWrTEZGhrnooot8+1RUVJjTTjvNZGZmmrVr15olS5aY+Ph4M2nSpCBGHppee+01ExcXZ+bMmWNyc3PNhg0bzMKFC32Pk8vjN3PmTJOTk2O2bdtmPv74Y5Oenm7S09N9jxcUFJjExERz+eWXm6+//tq88sorJjIy0vzzn/8MYtShZ8GCBSYiIsLMnz/fbNiwwYwePdo0bNjQ5OfnBzu0kPXWW2+ZxYsXm2+++cbk5uaaO+64w4SHh5uvv/7aGGPMmDFjTHJyssnOzjaff/65OeOMM0xGRkaQow5Ne/bsMS1btjQjRowwn332mdmyZYtZtmyZ+e6773z7TJ8+3cTGxpo333zTfPnll+b88883rVq1Mvv27Qti5KHnkksuMR06dDArV6403377rZkyZYqJiYkxP/74ozEmcHm0TAH0z3/+0yQkJBiPx+Pbtn79eiPJfPvtt8YYY5YsWWLsdrvJy8vz7TNnzhwTExNjysrKTnjMoWr//v2mefPm5umnnz7qPuSy+v7zn/8Ym81mysvLjTHGPPnkkyYuLq5S3m6//XbTtm3bYIUYknr27GnGjRvnu+/xeEyzZs1MVlZWEKOqe+Li4szTTz9t9u7da8LDw82iRYt8j23atMlIMjk5OUGMMDTdfvvtpnfv3kd93Ov1mqSkJPPwww/7tu3du9c4nU7zyiuvnIgQ64SSkhLjcDjMO++8U2l7t27dzJ133hnQPFpmCKysrEwRERGVFlWMjIyUJH300UeSpJycHJ1++umVus0PGDBAhYWF2rBhw4kNOIR98cUX+umnn2S329W1a1c1bdpU5513nr7++mvfPuSyevbs2aOXXnpJGRkZCg8Pl3Qgl2eeeaYiIiJ8+w0YMEC5ubn67bffghVqSCkvL9eaNWuUmZnp22a325WZmamcnJwgRlZ3eDweLViwQMXFxUpPT9eaNWu0f//+Sjlt166dWrRoQU6r8NZbbyk1NVV/+9vflJCQoK5du2revHm+x7du3aq8vLxK+YyNjVVaWhr5PERFRYU8Ho9cLlel7ZGRkfroo48CmkfLFEB/+ctflJeXp4cffljl5eX67bffNHHiREnSzp07JUl5eXmVvrAl+e7n5eWd2IBD2JYtWyRJU6dO1V133aV33nlHcXFx6tevn/bs2SOJXPrr9ttvl9vtVuPGjbVjxw795z//8T1GLv/c7t275fF4qswTOTq2r776StHR0XI6nRozZozeeOMNdejQQXl5eYqIiFDDhg0r7U9Oq7ZlyxbNmTNHp5xyipYtW6axY8fq+uuv1/PPPy/pv/9X+YweW4MGDZSenq777rtPP//8szwej/71r38pJydHO3fuDGge63wBNHHiRNlstmPeNm/erI4dO+r555/XjBkzFBUVpaSkJLVq1UqJiYkB6yxb1x1vLr1eryTpzjvv1EUXXaTu3bvr2Weflc1m06JFi4L8LkLD8ebyoFtvvVVr167Ve++9J4fDoWHDhsmwSDtOgLZt22rdunX67LPPNHbsWA0fPlwbN24Mdlh1jtfrVbdu3fTAAw+oa9euuuaaazR69GjNnTs32KHVOS+++KKMMWrevLmcTqcee+wxXXrppQH/rg56L7CauvnmmzVixIhj7tO6dWtJ0mWXXabLLrtM+fn5crvdstlsmjlzpu/xpKSkI64aOXjFQ1JSUuCDDzHHm8uDZ8w6dOjg2+50OtW6dWvt2LFDErn053MpSfHx8YqPj9epp56q9u3bKzk5WZ9++qnS09OVlJR0xJU3Vsrl8YiPj5fD4agyT+To2CIiItSmTRtJUvfu3bV69Wo9+uijGjp0qMrLy7V3795KZ4HIadWaNm1a6XeiJLVv316vv/66pP/+X83Pz1fTpk19++Tn56tLly4nLM664OSTT9bKlStVXFyswsJCNW3aVEOHDlXr1q0Dmsc6XwA1adJETZo08euYg6fO5s+fL5fLpf79+0uS0tPTNW3aNP3yyy9KSEiQJL3//vuKiYk54oNdHx1vLrt37y6n06nc3Fz17t1bkrR//35t27ZNLVu2lEQuq/O5POjgGbaysjJJB3J55513av/+/b55Qe+//77atm2ruLi4wARcx0VERKh79+7Kzs72Lcfg9XqVnZ2t8ePHBze4Osbr9aqsrEzdu3dXeHi4srOzddFFF0mScnNztWPHDqWnpwc5ytDTq1cv5ebmVtr2zTff+H4ntmrVSklJScrOzvZ9URcWFvrOvOFIbrdbbrdbv/32m5YtW6aHHnoosHkMwKTtOuPxxx83a9asMbm5uWb27NkmMjLSPProo77HD166fc4555h169aZpUuXmiZNmnDpdhVuuOEG07x5c7Ns2TKzefNmM2rUKJOQkGD27NljjCGXx+vTTz81jz/+uFm7dq3Ztm2byc7ONhkZGebkk082paWlxpgDVzgkJiaaK6+80nz99ddmwYIFJioqisvgD7NgwQLjdDrNc889ZzZu3GiuueYa07Bhw0pXIqKyiRMnmpUrV5qtW7ea9evXm4kTJxqbzWbee+89Y8yBy+BbtGhh/vd//9d8/vnnRyzRgP9atWqVCQsLM9OmTTPffvuteemll0xUVJT517/+5dtn+vTppmHDhuY///mPWb9+vbngggu4DL4KS5cuNe+++67ZsmWLee+990znzp1NWlqa78rYQOXRUgXQlVdeaRo1amQiIiJMp06dzAsvvHDEPtu2bTPnnXeeiYyMNPHx8ebmm282+/fvD0K0oa28vNzcfPPNJiEhwTRo0MBkZmb61g45iFz+ufXr15uzzjrLNGrUyDidTpOSkmLGjBnjW+/ioC+//NL07t3bOJ1O07x5czN9+vQgRRzaHn/8cdOiRQsTERFhevbsaT799NNghxTSrrrqKtOyZUsTERFhmjRpYs4++2xf8WOMMfv27TPXXnutiYuLM1FRUebCCy80O3fuDGLEoe3tt982p512mnE6naZdu3bmqaeeqvS41+s1d999t0lMTDROp9OcffbZJjc3N0jRhq6FCxea1q1bm4iICJOUlGTGjRtn9u7d63s8UHm0GcNMSwAAYC1c/gQAACyHAggAAFgOBRAAALAcCiAAAGA5FEAAAMByKIAAAIDlUAABAADLoQACYCkjRozwtcsAYF0UQABCSk5OjhwOhwYNGhTsUADUYxRAAELKM888o+uuu04ffPCBfv7552CHA6CeogACEDKKioq0cOFCjR07VoMGDdJzzz3ne2zFihWy2WzKzs5WamqqoqKilJGRcUQH7vvvv18JCQlq0KCBrr76ak2cONHXNboqXq9XWVlZatWqlSIjI9W5c2e99tprtfQOAYQKCiAAIePVV19Vu3bt1LZtW11xxRWaP3++Dm9XeOedd2rGjBn6/PPPFRYWpquuusr32EsvvaRp06bpwQcf1Jo1a9SiRQvNmTPnmK+ZlZWlF154QXPnztWGDRt000036YorrtDKlStr5T0CCA00QwUQMnr16qVLLrlEN9xwgyoqKtS0aVMtWrRI/fr104oVK3TWWWdp+fLlOvvssyVJS5Ys0aBBg7Rv3z65XC6dccYZSk1N1ezZs33P2bt3bxUVFWndunWSDkyC3rt3r958802VlZWpUaNGWr58udLT033HXH311SopKdHLL798Qt8/gBOHM0AAQkJubq5WrVqlSy+9VJIUFhamoUOH6plnnqm0X6dOnXw/N23aVJL0yy+/+J6jZ8+elfY//P6hvvvuO5WUlKh///6Kjo723V544QV9//33AXlfAEJTWLADAADpwOTniooKNWvWzLfNGCOn01npjE54eLjvZ5vNJunAPJ7qKCoqkiQtXrxYzZs3r/SY0+ms1nMCqBsogAAEXUVFhV544QXNmDFD55xzTqXHhgwZoldeeUXt2rX70+dp27atVq9erWHDhvm2rV69+qj7d+jQQU6nUzt27FDfvn2r/wYA1DkUQACC7p133tFvv/2mUaNGKTY2ttJjF110kZ555hk9/PDDf/o81113nUaPHq3U1FRlZGRo4cKFWr9+vVq3bl3l/g0aNNAtt9yim266SV6vV71791ZBQYE+/vhjxcTEaPjw4QF5fwBCDwUQgKB75plnlJmZeUTxIx0ogB566CGtX7/+T5/n8ssv15YtW3TLLbeotLRUl1xyiUaMGKFVq1Yd9Zj77rtPTZo0UVZWlrZs2aKGDRuqW7duuuOOO2r0ngCENq4CA1Cv9e/fX0lJSXrxxReDHQqAEMIZIAD1RklJiebOnasBAwbI4XDolVde0fLly/X+++8HOzQAIYYzQADqjX379mnw4MFau3atSktL1bZtW9111136n//5n2CHBiDEUAABAADLYSFEAABgORRAAADAciiAAACA5VAAAQAAy6EAAgAAlkMBBAAALIcCCAAAWA4FEAAAsBwKIAAAYDn/D0/qITukJucYAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -181,7 +187,7 @@ } ], "source": [ - "from classical_doa.algorithm.music import root_music\n", + "from classical_doa.algorithm import root_music\n", "\n", "rmusic_estimates = root_music(\n", " received_data=received_data,\n", @@ -197,17 +203,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### ESPRIT Algorithm" + "#### ESPRIT Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -217,7 +223,7 @@ } ], "source": [ - "from classical_doa.algorithm.esprit import esprit\n", + "from classical_doa.algorithm import esprit\n", "\n", "esprit_estimates = esprit(\n", " received_data=received_data,\n", @@ -233,12 +239,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### OMP Algorithm" + "#### OMP Algorithm\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -253,7 +259,7 @@ } ], "source": [ - "from classical_doa.algorithm.sparse import omp\n", + "from classical_doa.algorithm import omp\n", "\n", "omp_estimates = omp(\n", " received_data=received_data,\n", @@ -284,7 +290,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/ula_cn.ipynb b/examples/ula_cn.ipynb index 6fbdeaa..c9e8d5b 100644 --- a/examples/ula_cn.ipynb +++ b/examples/ula_cn.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -14,8 +14,9 @@ "metadata": {}, "source": [ "### Import Signal 和 Array\n", - "`signal.py`定义了一些常用的信号类型,信号对应的Class都继承自`Signal`基类, 用于产生多个入射信号 \n", - "`array.py`定义了一些常用的阵列结构,所有的阵列对应的Class都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据 \n", + "\n", + "`signal.py`定义了一些常用的信号类型,信号对应的 Class 都继承自`Signal`基类, 用于产生多个入射信号 \n", + "`array.py`定义了一些常用的阵列结构,所有的阵列对应的 Class 都继承自`Array`基类,`Array`会使用`Signal`产生的信号以及入射角度,根据阵列接受信号的数学模型生成阵列接受信号的仿真数据\n", "\n", "阵列接收信号的数学模型(窄带信号):\n", "$\\bf{X} = \\bf{A} \\bf{S}$\n", @@ -23,7 +24,7 @@ "其中:\n", "$\\bf{X} = \\begin{bmatrix}\n", "x_1(t) & x_2(t) & \\dots & x_M(t)\n", - "\\end{bmatrix}^T$ 是一个$M\\times 1$维的向量,表示阵列接收到的信号 \n", + "\\end{bmatrix}^T$ 是一个$M\\times 1$维的向量,表示阵列接收到的信号\n", "\n", "$\\bf{A} = \\begin{bmatrix}\n", "\\bf{a}(\\theta_1) & \\bf{a}(\\theta_2) & \\dots & \\bf{a}(\\theta_N)\n", @@ -34,12 +35,12 @@ "\n", "$\\bf{X} = \\begin{bmatrix}\n", "s_1(t) & s_2(t) & \\dots & s_N(t)\n", - "\\end{bmatrix}^T$ 是一个$N\\times 1$维的向量,表示入射的信号 " + "\\end{bmatrix}^T$ 是一个$N\\times 1$维的向量,表示入射的信号\n" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -52,12 +53,13 @@ "metadata": {}, "source": [ "### 设定仿真参数\n", - "设定与阵列结构以及信号参数、入射方向有关的仿真参数,产生采样后的阵列接受信号" + "\n", + "设定与阵列结构以及信号参数、入射方向有关的仿真参数,产生采样后的阵列接受信号\n" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -81,12 +83,13 @@ "metadata": {}, "source": [ "### 生成仿真信号\n", - "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据" + "\n", + "创建`Array`和`Signal`的实例,并生成阵列接受信号的仿真数据\n" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -107,13 +110,14 @@ "metadata": {}, "source": [ "### 估计入射角\n", - "`algorithm`中定义了几种经典的DOA估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", - "首先import两个和绘图函数,分别用于展示这两种算法的估计结果" + "\n", + "`algorithm`中定义了几种经典的 DOA 估计算法,有些算法会输出空间谱,有些算法会直接输出估计的入射角的值 \n", + "首先 import 两个和绘图函数,分别用于展示这两种算法的估计结果\n" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -124,17 +128,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### MUSIC 算法" + "#### MUSIC 算法\n" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -146,7 +150,7 @@ "source": [ "search_grids = np.arange(-90, 90, 1)\n", "\n", - "from classical_doa.algorithm.music import music\n", + "from classical_doa.algorithm import music\n", "\n", "music_spectrum = music(\n", " received_data=received_data,\n", @@ -170,17 +174,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### Root-MUSIC 算法" + "#### Root-MUSIC 算法\n" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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auHGjSktLVVNTo8rKSpWXlys2NrbW11m/fr08Ho9OO+00v+VVVVVq0qSJJOnbb7/VZZdd5vd4Tk6OlixZckLvqT4hAAEATr7fz1up1eEz0B8SAI5w+CG6rVsDLulwLpdLbdu2PWJ548aNVVhYqGXLlumDDz7QDTfcoEcffVQrVqxQZGTkcT//4evabLZal3l/H9xz69at+p//+R+NGTNGU6dOVePGjbVy5UqNHDlS1dXVRw1AZWVlcjgcWrNmjRyH7duDh8isiACEgLhLS1XRurUkKWbbNrni402uCJbmdsvIyNCvNTXqsXChNpx/vlyHf4niuJ2U9n0i5+TU1bpBiImJ0cCBAzVw4ECNHTtW7du31/r169W9e3dFRUXJUwfTsaxZs0Zer1fTp0/39RK99tprfuvU9trdunWTx+PRzp07dfbZZ9f63B06dNBnn33mt+zTTz8NYfXhhwCEgCXv3SuJofIRHmy7dytZ0u79+80upUGgfR84RFRUVOS3LCIiQu+++648Ho+ys7MVGxurf/7zn4qJiVHr30NjRkaGPvzwQ/3lL3+R0+lUcnJySOpp27at9u/fryeffFIDBw7Uxx9/rDlz5vitk5GRobKyMuXn56tLly6KjY3VaaedpiFDhmjo0KGaPn26unXrpl27dik/P1+dO3fWgAEDdNNNN6l379567LHHdOmll2rp0qUN+vCXxGXwAADUasmSJWrWrJnfrU+fPkpMTNTcuXPVu3dvde7cWcuWLdM777zjO5/m/vvv19atW3XKKaeoadOmIaunS5cumjFjhh5++GGdfvrpevnll5WXl+e3Tq9evTR69GgNHjxYTZs21SOPPCJJeu655zR06FDddtttateunQYNGqTVq1erVatWkqSzzjpLc+fO1eOPP64uXbro/fff1z333BOy2sORzTAMw+wiTqbS0lIlJCSopKRE8Ry2CZi7tFSuhIQDf5eUcAgM5nK7pd/PZXAtXqyd/fpxCCwIoWzflZWV2rJli9q0aaPoQy9tB2pxrM9LqL+/6QECAACWQwACAACWQwACAACWw1VgCIjdbteGjh0lSW2YCgNms9vlzcrSxvJydYuP55ddkGjfsAICEAISExenjt98Y3YZwAExMbKvXq2OklaaXUsDUBft22LX2yBAJ/NzQrQHANSZgyMPV1dXm1wJ6oODn5PDR6yuC/QAAQDqTEREhGJjY7Vr1y5FRkb6zXMFHMrr9WrXrl2KjY094XnVAkEAQkDK9+3Tnt8n1mv83XeKPWRCP+CkKy+Xt2NH/VJVpdxXXtEX55yjWMYBClgo27fNZlOzZs20ZcsWbdu2LVQlooGy2+1q1aqVbDZbnb8WAQgBMQxDLX8fIt7NsX2YzTBk37ZNLSX9WFkpPpHBCXX7joqK0qmnnsphMPyhqKiok9ZLSAACANQ5u93OSNAIKxyMBQAAlkMAAgAAlkMAAgAAlkMAAgAAlsNJ0AiIzWbTpjZtJEnNT8LlisAx2WzyduyozRUVau9yiU9kcGjfsAKbYbHxyUtLS5WQkKCSkhLFx8ebXQ4AADgOof7+5hAYAACwHAIQAACwHAIQAlK+b582ZWZqU2amyvftM7scWF15ubydOmlTZqZ6fPihyj0esyuq12jfsAJOgkZADMNQ2y1bJDEVBsKAYci+YYPaStrodjMVRpBo37ACeoAAAIDlEIAAAIDlEIAAAIDlEIAAAIDlmB6AnnrqKWVkZCg6OlrZ2dlatWrVMdefOXOm2rVrp5iYGKWnp+vWW29VZWXlSaoWAAA0BKZeBbZgwQKNHz9ec+bMUXZ2tmbOnKn+/fursLBQKSkpR6z/yiuvaMKECZo3b5569eql7777TsOHD5fNZtOMGTNMeAfWZbPZ9FNamiSpMUPlw2w2m7ytW+uXqiqlR0czFUaQaN+wAlOnwsjOzlbPnj01a9YsSZLX61V6erpuvPFGTZgw4Yj1x40bp2+//Vb5+fm+Zbfddps+++wzrVy58rhek6kwAACofxrMVBjV1dVas2aNcnNz/1uM3a7c3FwVFBTUuk2vXr20Zs0a32GyzZs3a/Hixbr44ouP+jpVVVUqLS31uwEAAGsz7RDY7t275fF4lJqa6rc8NTVVGzdurHWbq666Srt371afPn1kGIZqamo0evRo3XXXXUd9nby8PN13330hrR0AANRvpp8EfSKWL1+uhx56SE8//bS++OIL/etf/9KiRYv0wAMPHHWbiRMnqqSkxHf78ccfT2LFDVdFWZk2dOqkDZ06qaKszOxyYHUVFfL27KkNnTqpz8cfq4KpMIJC+4YVmNYDlJycLIfDoeLiYr/lxcXFSvv95LvD3Xvvvbrmmmt03XXXSZLOOOMMud1uXX/99br77rtltx+Z55xOp5xOZ+jfgMV5vV513LBBkuT2ek2uBpbn9cr++efqKOnL0lLxiQwO7RtWYFoPUFRUlHr06OF3QrPX61V+fr5ycnJq3aa8vPyIkONwOCQdmLsGAADgeJh6Gfz48eM1bNgwZWVl6cwzz9TMmTPldrs1YsQISdLQoUPVokUL5eXlSZIGDhyoGTNmqFu3bsrOztamTZt07733auDAgb4gBAAA8EdMDUCDBw/Wrl27NGnSJBUVFalr165asmSJ78To7du3+/X43HPPPbLZbLrnnnv0888/q2nTpho4cKCmTp1q1lsAAAD1kKnjAJmBcYBCw11aKldCwoG/S0rkYl/CTG63FBcnSXItXqyd/frJRa9wwGjfCEcNZhwgAAAAs5h6CAz12+7ERElSjLllAJIkIzlZv9bUKDky0uxSGgTaNxo6AhAC4oqPl+u338wuAzjA5ZJt1y4lS9pmdi0NAO0bVsAhMAAAYDkEIAAAYDkEIASkoqxMa7OytDYri6HyYb6KCnnOPVdrs7LUr6CAqTCCRPuGFXAOEALi9XrVdc0aSQyVjzDg9crx4YfqKunjvXuZCiNItG9YAT1AAADAcghAAADAcghAAADAcghAAADAcghAAADAcrgKDAFzR0ebXQLgY8TGqtzrVayd33WhQPtGQ0cAQkBc8fFSRYXZZQAHuFyyud1ySdpldi0NAO0bVsBPJQAAYDkEIAAAYDkEIASk0u3W6nPO0epzzlGl2212ObC6ykp5Lr5Yq885R4NWr1YlU2EEhfYNK+AcIATE4/Go50cfSZLcfNnAbB6PHO+9p56SPti9W3wig0P7hhXQAwQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACyHy+AREFd8vGQYB/42uRZALpfv88ioNcGjfcMK6AECAACWQwACAACWQwBCQCrdbhX076+C/v0ZKh/mq6yU589/VkH//rrqiy+YCiNItG9YAecAISAej0c5778viaHyEQY8HjneeEM5knJvuYWpMIJE+4YV0AMEAAAshwAEAAAshwAEAAAshwAEAAAshwAEAAAshwAEAAAsh8vgEZDYuDi5S0p8fwOmio2VsW+fyr1e7YyNVayd33bBoH3DCghACIjNbj8wXxAQDmw22eLimLcqRGjfsAJ+JgEAAMshACEgVRUVWnnZZVp52WWqqqgwuxxYXVWVPMOGaeVll+m6r75SlddrdkX1Gu0bVmAzDMMwu4iTqbS0VAkJCSopKVE8XbwBc5eWypWQcODvkhK6y2Eut1v6/VwV1+LF2tmvn1wOh8lF1V+0b4SjUH9/0wMEAAAshwAEAAAshwAEAAAshwAEAAAshwAEAAAshwAEAAAsh5GgEZDYuDjt/uknSVIThsqH2WJjZRQX69f9+7U1OZmpMIJE+4YVEIAQEJvdruQWLcwuAzjAZpMtJUXJZtfRQNC+YQX8TAIAAJZDAEJAqioqtGLIEK0YMoSh8mG+qip5brhBK4YM0c1ff81UGEGifcMKmAoDAWGofIQVpsIIKdo3whFTYQAAAASJAAQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACyHkaARkBiXSz99+60kqbnLZXI1sLyYGHk3b9YvVVX6Jj1dMUyFERTaN6yAAISA2B0OtWzf3uwygAPsdtnbtFFLs+toIGjfsAJ+JgEAAMshACEg1ZWVWj5qlJaPGqXqykqzy4HVVVfLc/vtWj5qlCZ8+62qmQojKLRvWAFTYSAgDJWPsMJUGCFF+0Y4YioMAACAIJkegJ566illZGQoOjpa2dnZWrVq1THX37t3r8aOHatmzZrJ6XTqtNNO0+LFi09StQAAoCEw9SqwBQsWaPz48ZozZ46ys7M1c+ZM9e/fX4WFhUpJSTli/erqavXt21cpKSl6/fXX1aJFC23btk2JiYknv3gAAFBvmRqAZsyYoVGjRmnEiBGSpDlz5mjRokWaN2+eJkyYcMT68+bN0549e/TJJ58oMjJSkpSRkXEySwYAAA2AaYfAqqurtWbNGuXm5v63GLtdubm5KigoqHWbt99+Wzk5ORo7dqxSU1N1+umn66GHHpLH4znq61RVVam0tNTvBgAArM20ALR79255PB6lpqb6LU9NTVVRUVGt22zevFmvv/66PB6PFi9erHvvvVfTp0/Xgw8+eNTXycvLU0JCgu+Wnp4e0vcBAADqn3o1ErTX61VKSor+/ve/y+FwqEePHvr555/16KOPavLkybVuM3HiRI0fP953v7S0lBAUAjEulzb9fsJ6JkPlw2wxMfKuX6/NFRVa1b49U2EEifYNKzAtACUnJ8vhcKi4uNhveXFxsdLS0mrdplmzZoqMjJTjkPE9OnTooKKiIlVXVysqKuqIbZxOp5xOZ2iLh+wOh9r27Gl2GcABdrvsp5+utmbX0UDQvmEFpv1MioqKUo8ePZSfn+9b5vV6lZ+fr5ycnFq36d27tzZt2iTvIaO8fvfdd2rWrFmt4QcAAKA2pvYTjx8/XnPnztULL7ygb7/9VmPGjJHb7fZdFTZ06FBNnDjRt/6YMWO0Z88e3Xzzzfruu++0aNEiPfTQQxo7dqxZb8Gyqisrtfzmm7X85psZKh/mq66WZ/JkLb/5Zj1QWMhUGEGifcMKTJ8KY9asWXr00UdVVFSkrl276oknnlB2drYk6bzzzlNGRoaef/553/oFBQW69dZbtXbtWrVo0UIjR47UnXfe6XdY7FiYCiM0GCofYYWpMEKK9o1wFOrv76ADUFlZmd8hKUlhHSwIQKHBf5AIKwSgkKJ9IxyFxVxgW7Zs0YABA+RyuZSQkKCkpCQlJSUpMTFRSUlJQRcFAABQlwK6Cuzqq6+WYRiaN2+eUlNTZbPZQl0XAABAnQkoAH311Vdas2aN2rVrF+p6AAAA6lxAh8B69uypH3/8MdS1AAAAnBQB9QD94x//0OjRo/Xzzz/r9NNP901MelDnzp1DUhwAAEBdCCgA7dq1Sz/88INvvB5JstlsMgxDNpvtmJOTomGIjo3Vhv/8R5LULjbW5GpgedHR8nz2mQrdbi3v2lXRTIURFNo3rCCgy+A7duyoDh066I477qj1JOjWrVuHrMBQ4zJ4AADqn1B/fwfUA7Rt2za9/fbbatuWmXcAAED9E1A/8Z/+9Cd99dVXoa4F9Uh1ZaWW33WXlt91F0Plw3zV1ap55BEtv+suTd+0iakwgkT7hhUEdAjs73//ux588EFde+21OuOMM444CfqSSy4JWYGhxiGw0GCkWIQVRoIOKdo3wlFYHAIbPXq0JOn+++8/4jFOggYAAOEuoAB0+NxfAAAA9QnXigIAAMsJqAeotkNfh5o0aVJAxQAAAJwMAQWgN9980+/+/v37tWXLFkVEROiUU04hAAEAgLAWUAD68ssvj1hWWlqq4cOH67LLLgu6KAAAgLoUUACqTXx8vO677z4NHDhQ11xzTaieFmEqOjZWa99+W5J0BkPlw2zR0fL85z9aX1amRT17MhVGkGjfsIKQBSBJKikpUUlJSSifEmHKERGhrgMHml0GcIDDIcf556ur2XU0ELRvWEFAAeiJJ57wu28Yhnbs2KGXXnpJF110UUgKAwAAqCsBBaC//e1vfvftdruaNm2qYcOGaeLEiSEpDOFtf1WVPnnsMUlSr9tvV6TTaXJFsLT9++V55hmtLCnRhiFDdF2rVorkMFjAaN+wgoCmwqjPmAojNBgqH2GFqTBCivaNcBTq7+8T/om0f/9+RURE6Ouvvw76xQEAAMxwwgEoMjJSrVq1Yr4vAABQbwV0kPzuu+/WXXfdpT179oS6HgAAgDoX0EnQs2bN0qZNm9S8eXO1bt1aLpfL7/EvvvgiJMUBAADUhYAC0KWXXiqbzRbqWgAAAE6KgALQlClTQlwGAADAyRNQAMrMzNTq1avVpEkTv+V79+5V9+7dtXnz5pAUh/DljI7W6ldekSR1i442uRpYntMpz9tv64uyMi3s3l1OeqiDQvuGFQQ0DpDdbldRUZFSUlL8lhcXFys9PV3V1dUhKzDUGAcIAID6J9Tf3yfUA/T275PjSdLSpUuV8PtAWZLk8XiUn5+vNm3aBF0UAABAXTqhADRo0CBJks1m07Bhw/wei4yMVEZGhqZPnx6y4hC+9ldV6bPZsyVJ2WPGMFQ+zLV/v2peekmflpbqh//9X13VsiVTYQSB9g0rCOgQWJs2bbR69WolJyfXRU11ikNgocFQ+QgrTIURUrRvhCNTD4EdtGXLlqBfGAAAwCwB9RHfdNNNeuKJJ45YPmvWLN1yyy3B1gQAAFCnAgpAb7zxhnr37n3E8l69eun1118PuigAAIC6FFAA+vXXX/2uADsoPj5eu3fvDrooAACAuhRQAGrbtq2WLFlyxPL33ntPmZmZQRcFAABQlwI6CXr8+PEaN26cdu3apT/96U+SpPz8fE2fPl0zZ84MZX0AAAAhF1AAuvbaa1VVVaWpU6fqgQcekCRlZGRo9uzZGjp0aEgLRHhyRkerYO5cSVJPhsqH2ZxOeebP16p9+/RCly5MhREk2jesIKBxgA61a9cuxcTEKO73MTjCHeMAAQBQ/4T6+zvgoVJramq0bNky/etf/9LBDPXLL7+orKws6KIAAADqUkCHwLZt26YLL7xQ27dvV1VVlfr27atGjRrp4YcfVlVVlebMmRPqOhFmaqqrtfrFFyVJPYcOVURUlMkVwdJqauR54w2t2rdPP198sQalpSmCqTACRvuGFQR0CGzQoEFq1KiRnn32WTVp0kRfffWVMjMztXz5co0aNUrff/99XdQaEhwCCw2GykdYYSqMkKJ9IxyFxVQYH330kT755BNFHfarICMjQz///HPQRQEAANSlgPqIvV6vPB7PEct/+uknNWrUKOiiAAAA6lJAAahfv35+4/3YbDaVlZVp8uTJuvjii0NVGwAAQJ0I6BDY9OnT1b9/f3Xs2FGVlZW66qqr9P333ys5OVmvvvpqqGsEAAAIqYACUMuWLfXVV19p/vz5WrduncrKyjRy5EgNGTJEMTExoa4RAAAgpAIKQJIUERGhq6++OpS1AAAAnBQBB6DCwkI9+eST+vbbbyVJHTp00Lhx49S+ffuQFYfwFeV0auXf/iZJynY6Ta4GlhcVpZpnn9WnpaV6ulMnRTEVRlBo37CCgMYBeuONN/SXv/xFWVlZysnJkSR9+umnWr16tebPn6/LL7885IWGCuMAAQBQ/4T6+zugAHTKKadoyJAhuv/++/2WT548Wf/85z/1ww8/BF1YXSEAAQBQ/4TFXGA7duyoddb3q6++Wjt27Ai6KIS/mupqrX71Va1+9VXVVFebXQ6srqZGnnfe0epXX9Xi4mLVeL1mV1Sv0b5hBQGdA3Teeefpo48+Utu2bf2Wr1y5UmeffXZICkN4q6qsVM+rrpJ0YKh85gqCqaqq5LjkEvXUf6fCCPgER9C+YQkB/R9xySWX6M4779SaNWt01llnSTpwDtDChQt133336e233/ZbFwAAIJwEdA6Q/ThnWbbZbLVOmWEmzgEKDSZLRFhhMtSQon0jHIXFZKhejq8DAIB67IROgi4oKNC7777rt+zFF19UmzZtlJKSouuvv15VVVUhLRAAACDUTigA3X///frmm29899evX6+RI0cqNzdXEyZM0DvvvKO8vLyQFwkAABBKJxSA1q5dqwsuuMB3f/78+crOztbcuXM1fvx4PfHEE3rttddCXiQAAEAondA5QL/99ptSU1N991esWKGLLrrId79nz5768ccfQ1cdwlaU06kVDz4oSerFUPkwW1SUPE8+qZUlJXqsQwemwggS7RtWcEJXgbVu3VovvfSSzjnnHFVXVysxMVHvvPOOr1do/fr1Ovfcc7Vnz546KzhYXAUGAED9Y+pI0BdffLEmTJigjz76SBMnTlRsbKzfwIfr1q3TKaecEnRRAAAAdemEAtADDzygiIgInXvuuZo7d67mzp2rqENGCJ03b5769et3wkU89dRTysjIUHR0tLKzs7Vq1arj2m7+/Pmy2WwaNGjQCb8mguOpqdHad97R2nfekaemxuxyYHUejzz/939a+847Wr57tzwnPrwZDkH7hhUENBBiSUmJ4uLi5DhsoLE9e/YoLi7OLxT9kQULFmjo0KGaM2eOsrOzNXPmTC1cuFCFhYVKSUk56nZbt25Vnz59lJmZqcaNG+utt946rtfjEFhoMFAawgoDIYYU7RvhKCwmQ01ISDgi/EhS48aNTyj8SNKMGTM0atQojRgxQh07dtScOXMUGxurefPmHXUbj8ejIUOG6L777lNmZuYJ1w8AAKwtoAAUKtXV1VqzZo1yc3N9y+x2u3Jzc1VQUHDU7e6//36lpKRo5MiRf/gaVVVVKi0t9bsBAABrMzUA7d69Wx6Px+/SeklKTU1VUVFRrdusXLlSzz77rObOnXtcr5GXl6eEhATfLT09Pei6AQBA/WZqADpR+/bt0zXXXKO5c+cqOTn5uLaZOHGiSkpKfDfGKQIAAAFNhhoqycnJcjgcKi4u9lteXFystLS0I9b/4YcftHXrVg0cONC37ODErBERESosLDziMnyn0yknA3kBAIBDmNoDFBUVpR49eig/P9+3zOv1Kj8/Xzk5OUes3759e61fv15r16713S655BKdf/75Wrt2LYe3AADAcTG1B0iSxo8fr2HDhikrK0tnnnmmZs6cKbfbrREjRkiShg4dqhYtWigvL0/R0dE6/fTT/bZPTEyUpCOWo25FRkVp+cSJkqReJ3jlHxBykZGqefhhrdy7V/efeqoimQojKLRvWIHpAWjw4MHatWuXJk2apKKiInXt2lVLlizxnRi9fft22e316lQlS4iKjtZ5Dz1kdhnAAVFRirjjDp0n6TyTS2kIaN+wgoAGQqzPGAgRAID6J9Tf36b3AKF+8tTUqPCjjyRJ7c4+W44IPkowkccjz5o1KnS75e7aVd0TE+XgMFjAaN+wAnqAEBCGykdYYSqMkKJ9IxyFxVQYAAAA9RkBCAAAWA4BCAAAWA4BCAAAWA4BCAAAWA4BCAAAWA6DOyAgkVFRWn7TTZIYKh9hIDJSnkmT9NHevZqQmclUGEGifcMKGAcIAACEPcYBAgAACBKHwBAQr8ejzV98IUnK7N5ddkbdhZm8Xnk3bNDmigpVtW+vDnFxsnMYLGC0b1gBAQgBqXC71fbMMyUxVD7CQEWF7GecobZiKoxQoH3DCjgEBgAALIcABAAALIcABAAALIcABAAALIcABAAALIcABAAALIfL4BGQyKgoLb/uOkkMlY8wEBkpz2236aOSEt2YkcFUGEGifcMKmAoDAACEPabCAAAACBKHwBAQr8ejX77/XpLU/NRTGSof5vJ65d22Tb9UVakmPV2tYmOZCiMItG9YAQEIAalwu9WyQwdJDJWPMFBRIXtmplqKqTBCgfYNK+AQGAAAsBwCEAAAsBwCEAAAsBwCEAAAsBwCEAAAsBwCEAAAsBwug0dAIiIjteKqqyRJZ0VGmlwNLC8iQp4xY7SypETXpacrgjGAgkL7hhUwFQYAAAh7TIUBAAAQJA6BISCG16tfd+yQJDVp1kw2O1kaJjIMGbt26df9+2UkJys5Kko2DoMFjPYNK+BTjYCUl5UpuWVLJbdsqfKyMrPLgdWVl8uWmqrkli2V8Z//qNzrNbuieo32DSsgAAEAAMshAAEAAMshAAEAAMshAAEAAMshAAEAAMshAAEAAMthHCAEJCIyUisHDZIk9WSofJgtIkKeoUNVUFqqK5s3ZyqMING+YQVMhQEAAMIeU2EAAAAEiUNgCIjh9fpGiI2Ni2OofJjLMGS43QdGgI6NVazDwVQYQaB9wwr4VCMg5WVlciUkyJWQwFD5MF95uWyNGsmVkKCUDz5gKowg0b5hBQQgAABgOQQgAABgOQQgAABgOQQgAABgOQQgAABgOQQgAABgOYwDhIA4HA4V9OsnSermcJhcDSzP4ZDn8su1at8+XZqaKj6RwaF9wwqYCgMAAIQ9psIAAAAIEgEIAABYDgEIAXGXlko2m2SzHfgbMJPb7fs8ut57T26Px+yK6jXaN6yAAAQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACwnLALQU089pYyMDEVHRys7O1urVq066rpz587V2WefraSkJCUlJSk3N/eY66NuOBwOrT77bK0++2w5GCofZnM45LnoIq0++2z1TU5mKowg0b5hBaZPhbFgwQINHTpUc+bMUXZ2tmbOnKmFCxeqsLBQKSkpR6w/ZMgQ9e7dW7169VJ0dLQefvhhvfnmm/rmm2/UokWLP3w9psIAAKD+CfX3t+kBKDs7Wz179tSsWbMkSV6vV+np6brxxhs1YcKEP9ze4/EoKSlJs2bN0tChQ/9wfQIQAAD1T4OaC6y6ulpr1qxRbm6ub5ndbldubq4KCgqO6znKy8u1f/9+NW7cuNbHq6qqVFpa6ncDAADWZmoA2r17tzwej1JTU/2Wp6amqqio6Lie484771Tz5s39QtSh8vLylJCQ4Lulp6cHXTcODJXvjok5cCNUwmxutwyXS+6YGDVdupSpMIJE+4YVhMVJ0IGaNm2a5s+frzfffFPR0dG1rjNx4kSVlJT4bj/++ONJrrLhclVWylVZaXYZgCTJVl4uV2Wlyr1es0tpEGjfaOgizHzx5ORkORwOFRcX+y0vLi5WWlraMbd97LHHNG3aNC1btkydO3c+6npOp1NOpzMk9QIAgIbB1B6gqKgo9ejRQ/n5+b5lXq9X+fn5ysnJOep2jzzyiB544AEtWbJEWVlZJ6NUAADQgJjaAyRJ48eP17Bhw5SVlaUzzzxTM2fOlNvt1ogRIyRJQ4cOVYsWLZSXlydJevjhhzVp0iS98sorysjI8J0rFBcXp7i4ONPeBwAAqD9MD0CDBw/Wrl27NGnSJBUVFalr165asmSJ78To7du3y27/b0fV7NmzVV1drT//+c9+zzN58mRNmTLlZJYOAADqKdMDkCSNGzdO48aNq/Wx5cuX+93funVr3RcEAAAatLAIQKh/7Ha71vboIUlqZ6/XFxOiIbDb5TnnHK13u9U7MbF+X94aBmjfsALTR4I+2RgJGgCA+qdBjQQNAABgBgIQAACwHAIQAuIuLdXupCTtTkpiqHyYz+2W0bSpdiclqfWyZUyFESTaN6yAk6ARsOS9eyVJbnPLACRJtt27lSxp9/79ZpfSINC+0dDRAwQAACyHAAQAACyHAAQAACyHAAQAACyHAAQAACyHq8AQELvdrg0dO0qS2jBUPsxmt8ublaWN5eXqFh/PL7sg0b5hBUyFAQAAwh5TYQAAAASJAAQAACyHAISAlO/bp5+aNdNPzZqpfN8+s8uB1ZWXy5uRoZ+aNVP7//s/lTMVRlBo37ACToJGQAzDUMuiIkmS21qnkSEcGYbs27appaQfKyvFJzI4tG9YAT1AAADAcghAAADAcghAAADAcghAAADAcghAAADAcrgKDAGx2Wza1KaNJKm5zWZyNbA8m03ejh21uaJC7V0u8YkMDu0bVsBUGAAAIOwxFQYAAECQCEAAAMByCEAISPm+fdqUmalNmZkMlQ/zlZfL26mTNmVmqseHHzIVRpBo37ACToJGQAzDUNstWyQxVD7CgGHIvmGD2kra6HYzFUaQaN+wAnqAAACA5RCAAACA5RCAAACA5RCAAACA5RCAAACA5XAVGAJis9n0U1qaJKkxQ+XDbDabvK1b65eqKqVHRzMVRpBo37ACAhACEtuokWJ37DC7DOCA2FjZt25VS0kbza6lAaB9wwo4BAYAACyHAAQAACyHAISAVJSVaUOnTtrQqZMqysrMLgdWV1Ehb8+e2tCpk/p8/LEqmAojKLRvWAHnACEgXq9XHTdskCS5vV6Tq4Hleb2yf/65Okr6srRUfCKDQ/uGFdADBAAALIcABAAALIcABAAALIcABAAALIcABAAALIerwBCw3YmJkqQYc8sAJElGcrJ+ralRcmSk2aU0CLRvNHQEIATEFR8v12+/mV0GcIDLJduuXUqWtM3sWhoA2jesgENgAADAcghAAADAcghACEhFWZnWZmVpbVYWQ+XDfBUV8px7rtZmZalfQQFTYQSJ9g0r4BwgBMTr9arrmjWSGCofYcDrlePDD9VV0sd79zIVRpBo37ACeoAAAIDlEIAAAIDlEIAAAIDlEIAAAIDlEIAAAIDlcBUYAuaOjja7BMDHiI1VuderWDu/60KB9o2GjgCEgLji46WKCrPLAA5wuWRzu+WStMvsWhoA2jesgJ9KAADAcghAAADAcghACEil263V55yj1eeco0q32+xyYHWVlfJcfLFWn3OOBq1erUqmwggK7RtWwDlACIjH41HPjz6SJLn5soHZPB453ntPPSV9sHu3+EQGh/YNK6AHCAAAWA4BCAAAWE5YBKCnnnpKGRkZio6OVnZ2tlatWnXM9RcuXKj27dsrOjpaZ5xxhhYvXnySKgUAAA2B6QFowYIFGj9+vCZPnqwvvvhCXbp0Uf/+/bVz585a1//kk0905ZVXauTIkfryyy81aNAgDRo0SF9//fVJrhwAANRXpgegGTNmaNSoURoxYoQ6duyoOXPmKDY2VvPmzat1/ccff1wXXnih/vrXv6pDhw564IEH1L17d82aNeskVw4AAOorU68Cq66u1po1azRx4kTfMrvdrtzcXBUUFNS6TUFBgcaPH++3rH///nrrrbdqXb+qqkpVVVW++yUlJZKk0tLSIKu3Nndpqe9Km0P/BkxxyKXaRnm5SktL5XE4TCyofqN9Ixwd/N42DCMkz2dqANq9e7c8Ho9SU1P9lqempmrjxo21blNUVFTr+kVFRbWun5eXp/vuu++I5enp6QFWjSOwLxFO/vxnNTe7hoaE9o0w8+uvvyohISHo52nw4wBNnDjRr8do7969at26tbZv3x7UDuzZs6dWr15t2vbhUENpaanS09P1448/Kj4+3pQawuU52JfhUUMo9mOwNYRi+3CooaF8JkPxHOzL8KihpKRErVq1UuPGjYOq4SBTA1BycrIcDoeKi4v9lhcXFystLa3WbdLS0k5ofafTKafTecTyhISEoP6DdDgcpm4fLjVIUnx8fMDPEw77IRTPwb4Mnxqk4PZjKGoIh/3AZzJ0z8G+DJ8apAOnyoSCqSdBR0VFqUePHsrPz/ct83q9ys/PV05OTq3b5OTk+K0vSR988MFR168rY8eONXX7cKkhWOGwH0LxHOzL8KkhFBrCfmgI+zFcnoN9GT41hJLNCNXZRAFasGCBhg0bpmeeeUZnnnmmZs6cqddee00bN25Uamqqhg4dqhYtWigvL0/Sgcvgzz33XE2bNk0DBgzQ/Pnz9dBDD+mLL77Q6aef/oevV1paqoSEBJWUlIQk0VsZ+zJ02JehwX4MHfZl6LAvQyPU+9H0c4AGDx6sXbt2adKkSSoqKlLXrl21ZMkS34nO27dv9+vu6tWrl1555RXdc889uuuuu3TqqafqrbfeOq7wIx04JDZ58uRaD4vhxLAvQ4d9GRrsx9BhX4YO+zI0Qr0fTe8BAgAAONlMHwgRAADgZCMAAQAAyyEAAQAAyyEAAQAAy7FUAPriiy/Ut29fJSYmqkmTJrr++utVVlbmt8727ds1YMAAxcbGKiUlRX/9619VU1NjUsXhbdGiRcrOzlZMTIySkpI0aNAgv8fZl8fnkksuUatWrRQdHa1mzZrpmmuu0S+//OK3zrp163T22WcrOjpa6enpeuSRR0yqNrw99dRTysjIUHR0tLKzs7Vq1SqzSwprs2fPVufOnX0D9OXk5Oi9997zPV5ZWamxY8eqSZMmiouL0+WXX37EQLT4r59//llXX321mjRpopiYGJ1xxhn6/PPPfY8bhqFJkyapWbNmiomJUW5urr7//nsTKw5P+/bt0y233KLWrVsrJiZGvXr18hs9OmT70bCIn3/+2UhKSjJGjx5tbNy40Vi1apXRq1cv4/LLL/etU1NTY5x++ulGbm6u8eWXXxqLFy82kpOTjYkTJ5pYeXh6/fXXjaSkJGP27NlGYWGh8c033xgLFizwPc6+PH4zZswwCgoKjK1btxoff/yxkZOTY+Tk5PgeLykpMVJTU40hQ4YYX3/9tfHqq68aMTExxjPPPGNi1eFn/vz5RlRUlDFv3jzjm2++MUaNGmUkJiYaxcXFZpcWtt5++21j0aJFxnfffWcUFhYad911lxEZGWl8/fXXhmEYxujRo4309HQjPz/f+Pzzz42zzjrL6NWrl8lVh6c9e/YYrVu3NoYPH2589tlnxubNm42lS5camzZt8q0zbdo0IyEhwXjrrbeMr776yrjkkkuMNm3aGBUVFSZWHn6uuOIKo2PHjsaKFSuM77//3pg8ebIRHx9v/PTTT4ZhhG4/WiYAPfPMM0ZKSorh8Xh8y9atW2dIMr7//nvDMAxj8eLFht1uN4qKinzrzJ4924iPjzeqqqpOes3hav/+/UaLFi2Mf/zjH0ddh30ZuH//+9+GzWYzqqurDcMwjKefftpISkry22933nmn0a5dO7NKDEtnnnmmMXbsWN99j8djNG/e3MjLyzOxqvonKSnJ+Mc//mHs3bvXiIyMNBYuXOh77NtvvzUkGQUFBSZWGJ7uvPNOo0+fPkd93Ov1Gmlpacajjz7qW7Z3717D6XQar7766skosV4oLy83HA6H8e677/ot7969u3H33XeHdD9a5hBYVVWVoqKi/AZVjImJkSStXLlSklRQUKAzzjjDb7b5/v37q7S0VN98883JLTiMffHFF/r5559lt9vVrVs3NWvWTBdddJG+/vpr3zrsy8Ds2bNHL7/8snr16qXIyEhJB/blOeeco6ioKN96/fv3V2FhoX777TezSg0r1dXVWrNmjXJzc33L7Ha7cnNzVVBQYGJl9YfH49H8+fPldruVk5OjNWvWaP/+/X77tH379mrVqhX7tBZvv/22srKy9P/+3/9TSkqKunXrprlz5/oe37Jli4qKivz2Z0JCgrKzs9mfh6ipqZHH41F0dLTf8piYGK1cuTKk+9EyAehPf/qTioqK9Oijj6q6ulq//fabJkyYIEnasWOHJKmoqMjvC1uS735RUdHJLTiMbd68WZI0ZcoU3XPPPXr33XeVlJSk8847T3v27JHEvjxRd955p1wul5o0aaLt27fr3//+t+8x9uUf2717tzweT637iX10bOvXr1dcXJycTqdGjx6tN998Ux07dlRRUZGioqKUmJjotz77tHabN2/W7Nmzdeqpp2rp0qUaM2aMbrrpJr3wwguS/ttW+YweW6NGjZSTk6MHHnhAv/zyizwej/75z3+qoKBAO3bsCOl+rPcBaMKECbLZbMe8bdy4UZ06ddILL7yg6dOnKzY2VmlpaWrTpo1SU1NDNrNsfXe8+9Lr9UqS7r77bl1++eXq0aOHnnvuOdlsNi1cuNDkdxEejndfHvTXv/5VX375pd5//305HA4NHTpUBoO04yRo166d1q5dq88++0xjxozRsGHDtGHDBrPLqne8Xq+6d++uhx56SN26ddP111+vUaNGac6cOWaXVu+89NJLMgxDLVq0kNPp1BNPPKErr7wy5N/Vps8FFqzbbrtNw4cPP+Y6mZmZkqSrrrpKV111lYqLi+VyuWSz2TRjxgzf42lpaUdcNXLwioe0tLTQFx9mjndfHuwx69ixo2+50+lUZmamtm/fLol9eSKfS0lKTk5WcnKyTjvtNHXo0EHp6en69NNPlZOTo7S0tCOuvLHSvjweycnJcjgcte4n9tGxRUVFqW3btpKkHj16aPXq1Xr88cc1ePBgVVdXa+/evX69QOzT2jVr1szv/0RJ6tChg9544w1J/22rxcXFatasmW+d4uJide3a9aTVWR+ccsopWrFihdxut0pLS9WsWTMNHjxYmZmZId2P9T4ANW3aVE2bNj2hbQ52nc2bN0/R0dHq27evJCknJ0dTp07Vzp07lZKSIkn64IMPFB8ff8QHuyE63n3Zo0cPOZ1OFRYWqk+fPpKk/fv3a+vWrWrdurUk9mUgn8uDDvawVVVVSTqwL++++27t37/fd17QBx98oHbt2ikpKSk0BddzUVFR6tGjh/Lz833DMXi9XuXn52vcuHHmFlfPeL1eVVVVqUePHoqMjFR+fr4uv/xySVJhYaG2b9+unJwck6sMP71791ZhYaHfsu+++873f2KbNm2Ulpam/Px83xd1aWmpr+cNR3K5XHK5XPrtt9+0dOlSPfLII6HdjyE4abveePLJJ401a9YYhYWFxqxZs4yYmBjj8ccf9z1+8NLtfv36GWvXrjWWLFliNG3alEu3a3HzzTcbLVq0MJYuXWps3LjRGDlypJGSkmLs2bPHMAz25fH69NNPjSeffNL48ssvja1btxr5+flGr169jFNOOcWorKw0DOPAFQ6pqanGNddcY3z99dfG/PnzjdjYWC6DP8z8+fMNp9NpPP/888aGDRuM66+/3khMTPS7EhH+JkyYYKxYscLYsmWLsW7dOmPChAmGzWYz3n//fcMwDlwG36pVK+M///mP8fnnnx8xRAP+a9WqVUZERIQxdepU4/vvvzdefvllIzY21vjnP//pW2fatGlGYmKi8e9//9tYt26dcemll3IZfC2WLFlivPfee8bmzZuN999/3+jSpYuRnZ3tuzI2VPvRUgHommuuMRo3bmxERUUZnTt3Nl588cUj1tm6datx0UUXGTExMUZycrJx2223Gfv37zeh2vBWXV1t3HbbbUZKSorRqFEjIzc31zd2yEHsyz+2bt064/zzzzcaN25sOJ1OIyMjwxg9erRvvIuDvvrqK6NPnz6G0+k0WrRoYUybNs2kisPbk08+abRq1cqIiooyzjzzTOPTTz81u6Swdu211xqtW7c2oqKijKZNmxoXXHCBL/wYhmFUVFQYN9xwg5GUlGTExsYal112mbFjxw4TKw5v77zzjnH66acbTqfTaN++vfH3v//d73Gv12vce++9RmpqquF0Oo0LLrjAKCwsNKna8LVgwQIjMzPTiIqKMtLS0oyxY8cae/fu9T0eqv1oMwzOtAQAANbC5U8AAMByCEAAAMByCEAAAMByCEAAAMByCEAAAMByCEAAAMByCEAAAMByCEAALGX48OG+6TIAWBcBCEBYKSgokMPh0IABA8wuBUADRgACEFaeffZZ3Xjjjfrwww/1yy+/mF0OgAaKAAQgbJSVlWnBggUaM2aMBgwYoOeff9732PLly2Wz2ZSfn6+srCzFxsaqV69eR8zA/eCDDyolJUWNGjXSddddpwkTJvhmja6N1+tVXl6e2rRpo5iYGHXp0kWvv/56Hb1DAOGCAAQgbLz22mtq37692rVrp6uvvlrz5s3T4dMV3n333Zo+fbo+//xzRURE6Nprr/U99vLLL2vq1Kl6+OGHtWbNGrVq1UqzZ88+5mvm5eXpxRdf1Jw5c/TNN9/o1ltv1dVXX60VK1bUyXsEEB6YDBVA2Ojdu7euuOIK3XzzzaqpqVGzZs20cOFCnXfeeVq+fLnOP/98LVu2TBdccIEkafHixRowYIAqKioUHR2ts846S1lZWZo1a5bvOfv06aOysjKtXbtW0oGToPfu3au33npLVVVVaty4sZYtW6acnBzfNtddd53Ky8v1yiuvnNT3D+DkoQcIQFgoLCzUqlWrdOWVV0qSIiIiNHjwYD377LN+63Xu3Nn3d7NmzSRJO3fu9D3HmWee6bf+4fcPtWnTJpWXl6tv376Ki4vz3V588UX98MMPIXlfAMJThNkFAIB04OTnmpoaNW/e3LfMMAw5nU6/Hp3IyEjf3zabTdKB83gCUVZWJklatGiRWrRo4feY0+kM6DkB1A8EIACmq6mp0Ysvvqjp06erX79+fo8NGjRIr776qtq3b/+Hz9OuXTutXr1aQ4cO9S1bvXr1Udfv2LGjnE6ntm/frnPPPTfwNwCg3iEAATDdu+++q99++00jR45UQkKC32OXX365nn32WT366KN/+Dw33nijRo0apaysLPXq1UsLFizQunXrlJmZWev6jRo10u23365bb71VXq9Xffr0UUlJiT7++GPFx8dr2LBhIXl/AMIPAQiA6Z599lnl5uYeEX6kAwHokUce0bp16/7weYYMGaLNmzfr9ttvV2Vlpa644goNHz5cq1atOuo2DzzwgJo2baq8vDxt3rxZiYmJ6t69u+66666g3hOA8MZVYAAatL59+yotLU0vvfSS2aUACCP0AAFoMMrLyzVnzhz1799fDodDr776qpYtW6YPPvjA7NIAhBl6gAA0GBUVFRo4cKC+/PJLVVZWql27drrnnnv0v//7v2aXBiDMEIAAAIDlMBAiAACwHAIQAACwHAIQAACwHAIQAACwHAIQAACwHAIQAACwHAIQAACwHAIQAACwHAIQAACwnP8PWIIFCSdX35gAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] @@ -190,7 +194,7 @@ } ], "source": [ - "from classical_doa.algorithm.music import root_music\n", + "from classical_doa.algorithm import root_music\n", "\n", "rmusic_estimates = root_music(\n", " received_data=received_data,\n", @@ -206,17 +210,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### ESPRIT 算法" + "#### ESPRIT 算法\n" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -226,7 +230,7 @@ } ], "source": [ - "from classical_doa.algorithm.esprit import esprit\n", + "from classical_doa.algorithm import esprit\n", "\n", "esprit_estimates = esprit(\n", " received_data=received_data,\n", @@ -242,12 +246,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "#### OMP 算法" + "#### OMP 算法\n" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -262,7 +266,7 @@ } ], "source": [ - "from classical_doa.algorithm.sparse import omp\n", + "from classical_doa.algorithm import omp\n", "\n", "omp_estimates = omp(\n", " received_data=received_data,\n", @@ -293,7 +297,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.11.5" } }, "nbformat": 4,