diff --git a/docs/tutorial_building/build_conductance_neurons.ipynb b/docs/tutorial_building/build_conductance_neurons.ipynb index a4793b6a7..a31aad49b 100644 --- a/docs/tutorial_building/build_conductance_neurons.ipynb +++ b/docs/tutorial_building/build_conductance_neurons.ipynb @@ -11,6 +11,13 @@ "# Building Conductance-based Neuron Models" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "@[Xiaoyu Chen](mailto:c-xy17@tsinghua.org.cn) " + ] + }, { "cell_type": "markdown", "metadata": { @@ -34,7 +41,7 @@ "source": [ "On the other hand, simplified models do not care about the physiological features of neurons but mainly focus on how to reproduce the exact spike timing. Therefore, they are more simplified and maybe not biologically explicable.\n", "\n", - "BrainPy provides a large volume of [predefined neuron models](../apis/auto/dyn/neurons.html) including conductance-based and simplified models for ease of use. In this section, we will only talk about how to build conductance-based models by ion channels. Users please refer to [Customizing Your Neuron Models](customize_neuron_models.ipynb) for more information." + "BrainPy provides a large volume of [predefined neuron models](../apis/auto/dyn/neurons.rst) including conductance-based and simplified models for ease of use. In this section, we will only talk about how to build conductance-based models by ion channels. Users please refer to [Customizing Your Neuron Models](customize_neuron_models.ipynb) for more information." ] }, { @@ -333,7 +340,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "By combining different ion channels, we can get different types of conductance-based neuron models easily and straightforwardly. To see all predifined channel models in BrainPy, please click [here](../apis/dyn.html)." + "By combining different ion channels, we can get different types of conductance-based neuron models easily and straightforwardly. To see all predifined channel models in BrainPy, please click [here](../apis/dyn.rst)." ] }, { diff --git a/docs/tutorial_building/overview_of_dynamic_model.ipynb b/docs/tutorial_building/overview_of_dynamic_model.ipynb index 4ca7640cd..9e7c09c4a 100644 --- a/docs/tutorial_building/overview_of_dynamic_model.ipynb +++ b/docs/tutorial_building/overview_of_dynamic_model.ipynb @@ -9,7 +9,7 @@ } }, "source": [ - "# Dynamical System Specification" + "# Utilizing Built-in Models" ] }, { @@ -31,7 +31,7 @@ } }, "source": [ - "BrainPy enables modularity programming and easy model debugging. To build a complex brain dynamics model, you just need to group its building blocks. In this section, we are going to talk about what building blocks we have provided, and how to use these building blocks.\n" + "BrainPy enables modularity programming and easy model debugging. To build a complex brain dynamics model, you just need to group its building blocks. In this section, we are going to talk about what building blocks we provide, and how to use these building blocks.\n" ] }, { @@ -87,31 +87,34 @@ }, { "cell_type": "markdown", - "source": [ - "## Initializing a neuron model" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "## Initializing a neuron model" + ] }, { "cell_type": "markdown", - "source": [ - "All neuron models implemented in brainpy are subclasses of ``brainpy.dyn.NeuGroup``. The initialization of a neuron model just needs to provide the geometry size of neurons in a population group." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "All neuron models implemented in brainpy are subclasses of ``brainpy.dyn.NeuGroup``. The initialization of a neuron model just needs to provide the geometry size of neurons in a population group." + ] }, { "cell_type": "code", "execution_count": 2, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "hh = bp.neurons.HH(size=1) # only 1 neuron\n", @@ -121,16 +124,15 @@ "hh = bp.neurons.HH(size=(10, 10)) # a grid of (10, 10) neurons in a group\n", "\n", "hh = bp.neurons.HH(size=(5, 4, 2)) # a column of (5, 4, 2) neurons in a group" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", + "metadata": { + "pycharm": { + "name": "#%% md\n" + } + }, "source": [ "Generally speaking, there are two types of arguments can be set by users:\n", "\n", @@ -138,21 +140,22 @@ "- **variables**: the model variables, like `V` refers to the membrane potential of a neuron model.\n", "\n", "In default, model *parameters* are homogeneous, which are just scalar values." - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } - } + ] }, { "cell_type": "code", "execution_count": 3, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "120.0" + "text/plain": [ + "120.0" + ] }, "execution_count": 3, "metadata": {}, @@ -163,37 +166,37 @@ "hh = bp.neurons.HH(5) # there are five neurons in this group\n", "\n", "hh.gNa" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", + "metadata": { + "pycharm": { + "name": "#%% md\n" + } + }, "source": [ "However, neuron models support heterogeneous parameters when performing computations in a neuron group. One can initialize *heterogeneous parameters* by several ways.\n", "\n", "**1\\. Array**\n", "\n", "Users can directly provide an array as the parameter." - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } - } + ] }, { "cell_type": "code", "execution_count": 4, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "JaxArray([122.192924, 125.95139 , 114.511345, 122.27126 , 114.39388 ], dtype=float32)" + "text/plain": [ + "JaxArray([122.192924, 125.95139 , 114.511345, 122.27126 , 114.39388 ], dtype=float32)" + ] }, "execution_count": 4, "metadata": {}, @@ -204,35 +207,35 @@ "hh = bp.neurons.HH(5, gNa=bm.random.uniform(110, 130, size=5))\n", "\n", "hh.gNa" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "**2\\. Initializer**\n", - "\n", - "BrainPy provides wonderful supports on [initializations](../tutorial_toolbox/synaptic_weights.ipynb). One can provide an initializer to the parameter to instruct the model initialize heterogeneous parameters." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "**2\\. Initializer**\n", + "\n", + "BrainPy provides wonderful supports on [initializations](../tutorial_toolbox/synaptic_weights.ipynb). One can provide an initializer to the parameter to instruct the model initialize heterogeneous parameters." + ] }, { "cell_type": "code", "execution_count": 5, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "JaxArray([50., 50., 50., 50., 50.], dtype=float32)" + "text/plain": [ + "JaxArray([50., 50., 50., 50., 50.], dtype=float32)" + ] }, "execution_count": 5, "metadata": {}, @@ -243,35 +246,35 @@ "hh = bp.neurons.HH(5, ENa=bp.init.OneInit(50.))\n", "\n", "hh.ENa" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "**3\\. Callable function**\n", - "\n", - "You can also directly provide a callable function which receive a ``shape`` argument." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "**3\\. Callable function**\n", + "\n", + "You can also directly provide a callable function which receive a ``shape`` argument." + ] }, { "cell_type": "code", "execution_count": 6, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "JaxArray([59.987877, 56.06326 , 43.771053, 53.228992, 49.78434 ], dtype=float32)" + "text/plain": [ + "JaxArray([59.987877, 56.06326 , 43.771053, 53.228992, 49.78434 ], dtype=float32)" + ] }, "execution_count": 6, "metadata": {}, @@ -282,62 +285,63 @@ "hh = bp.neurons.HH(5, ENa=lambda shape: bm.random.uniform(40, 60, shape))\n", "\n", "hh.ENa" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "Here, let's see how the heterogeneous parameters influence our model simulation." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Here, let's see how the heterogeneous parameters influence our model simulation." + ] }, { "cell_type": "code", "execution_count": 7, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "# we create 3 neurons in a group. Each neuron has a unique \"gNa\"\n", "\n", "model = bp.neurons.HH(3, gNa=bp.init.Uniform(min_val=100, max_val=140))" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 9, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": " 0%| | 0/1000 [00:00", - "image/png": 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\n" + "image/png": 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\n", + "text/plain": [ + "
" + ] }, "metadata": { "needs_background": "light" @@ -350,29 +354,27 @@ "runner.run(100.)\n", "\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, plot_ids=[0, 1, 2], show=True)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "Similarly, the setting of the initial values of a variable can also be realized through the above three ways: *Array*, *Initializer*, and *Callable function*. For example," - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Similarly, the setting of the initial values of a variable can also be realized through the above three ways: *Array*, *Initializer*, and *Callable function*. For example," + ] }, { "cell_type": "code", "execution_count": 10, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "hh = bp.neurons.HH(\n", @@ -381,17 +383,16 @@ " m_initializer=lambda shape: bm.random.random(shape), # function\n", " h_initializer=bm.random.random(3), # Array\n", ")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 11, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "name": "stdout", @@ -407,90 +408,88 @@ "print('V: ', hh.V)\n", "print('m: ', hh.m)\n", "print('h: ', hh.h)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "## Initializing a synapse model" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "## Initializing a synapse model" + ] }, { "cell_type": "markdown", - "source": [ - "Initializing a synapse model needs to provide its pre-synaptic group (``pre``), post-synaptic group (``post``) and the connection method between them (``conn``). The below is an example to create an [Exponential synapse model](../apis/auto/dyn/generated/brainpy.dyn.synapses.ExpCUBA.rst):" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Initializing a synapse model needs to provide its pre-synaptic group (``pre``), post-synaptic group (``post``) and the connection method between them (``conn``). The below is an example to create an [Exponential synapse model](../apis/auto/dyn/generated/brainpy.dyn.synapses.ExpCUBA.rst):" + ] }, { "cell_type": "code", "execution_count": 13, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "neu = bp.neurons.LIF(10)\n", "\n", "# here we create a synaptic projection within a population\n", "syn = bp.synapses.compat.ExpCUBA(pre=neu, post=neu, conn=bp.conn.All2All())" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "BrainPy's build-in synapse models support **heterogeneous** synaptic weights and delay steps by using *Array*, *Initializer* and *Callable function*. For example," - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "BrainPy's build-in synapse models support **heterogeneous** synaptic weights and delay steps by using *Array*, *Initializer* and *Callable function*. For example," + ] }, { "cell_type": "code", "execution_count": 14, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "syn = bp.synapses.compat.ExpCUBA(neu, neu, bp.conn.FixedProb(prob=0.1),\n", " g_max=bp.init.Uniform(min_val=0.1, max_val=1.),\n", " delay_step=lambda shape: bm.random.randint(10, 30, shape))" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 15, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "JaxArray([0.5460913 , 0.98663217, 0.8724222 , 0.62892395, 0.18731643,\n 0.400298 , 0.96323854, 0.54389703, 0.7557717 , 0.42726317,\n 0.5927771 ], dtype=float32)" + "text/plain": [ + "JaxArray([0.5460913 , 0.98663217, 0.8724222 , 0.62892395, 0.18731643,\n", + " 0.400298 , 0.96323854, 0.54389703, 0.7557717 , 0.42726317,\n", + " 0.5927771 ], dtype=float32)" + ] }, "execution_count": 15, "metadata": {}, @@ -499,21 +498,22 @@ ], "source": [ "syn.g_max" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 16, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": "JaxArray([22, 14, 14, 28, 18, 10, 11, 19, 15, 11], dtype=int32)" + "text/plain": [ + "JaxArray([22, 14, 14, 28, 18, 10, 11, 19, 15, 11], dtype=int32)" + ] }, "execution_count": 16, "metadata": {}, @@ -522,110 +522,107 @@ ], "source": [ "syn.delay_step" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "However, in BrainPy, the built-in synapse models only support homogenous synaptic parameters, like the time constant $\\tau$. Users can [customize their synaptic models](./synapse_models.ipynb) when they want heterogeneous synaptic parameters." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "However, in BrainPy, the built-in synapse models only support homogenous synaptic parameters, like the time constant $\\tau$. Users can [customize their synaptic models](./synapse_models.ipynb) when they want heterogeneous synaptic parameters." + ] }, { "cell_type": "markdown", - "source": [ - "Similar, the synaptic variables can be initialized heterogeneously by using *Array*, *Initializer*, and *Callable functions*." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Similar, the synaptic variables can be initialized heterogeneously by using *Array*, *Initializer*, and *Callable functions*." + ] }, { "cell_type": "markdown", - "source": [ - "## Change model parameters during simulation" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "## Changing model parameters during simulation" + ] }, { "cell_type": "markdown", - "source": [ - "In BrainPy, all the dynamically changed variables (no matter it is changed inside or outside the jitted function) should be marked as ``brainpy.math.Variable``. BrainPy's built-in models also support modifying model parameters during simulation." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "In BrainPy, all the dynamically changed variables (no matter it is changed inside or outside the jitted function) should be marked as ``brainpy.math.Variable``. BrainPy's built-in models also support modifying model parameters during simulation." + ] }, { "cell_type": "markdown", - "source": [ - "For example, if you want to fix the `gNa` in the first 100 ms simulation, and then try to decrease its value in the following simulations. In this case, we can provide the `gNa` as an instance of ``brainpy.math.Variable`` when initializing the model." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "For example, if you want to fix the `gNa` in the first 100 ms simulation, and then try to decrease its value in the following simulations. In this case, we can provide the `gNa` as an instance of ``brainpy.math.Variable`` when initializing the model." + ] }, { "cell_type": "code", "execution_count": 17, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "hh = bp.neurons.HH(5, gNa=bm.Variable(bm.asarray([120.])))\n", "\n", "runner = bp.dyn.DSRunner(hh, monitors=['V'], inputs=['input', 5.])" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 18, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": " 0%| | 0/1000 [00:00", - "image/png": 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\n" 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\n", + "text/plain": [ + "
" + ] }, "metadata": { "needs_background": "light" @@ -637,34 +634,37 @@ "# the first running\n", "runner.run(100.)\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "code", "execution_count": 19, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": " 0%| | 0/1000 [00:00", - "image/png": 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\n" + "image/png": 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\n", 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" + ] }, "metadata": { "needs_background": "light" @@ -679,84 +679,83 @@ "# the second running\n", "runner.run(100.)\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, show=True)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "## Examples of using built-in models" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "## Examples of using built-in models" + ] }, { "cell_type": "markdown", - "source": [ - "Here we show users how to simulate a famous neuron models: [The Morris-Lecar neuron model](../apis/auto/dyn/generated/brainpy.dyn.neurons.MorrisLecar.rst), which is a two-dimensional \"reduced\" excitation model applicable to systems having two non-inactivating voltage-sensitive conductances." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Here we show users how to simulate a famous neuron models: [The Morris-Lecar neuron model](../apis/auto/dyn/generated/brainpy.dyn.neurons.MorrisLecar.rst), which is a two-dimensional \"reduced\" excitation model applicable to systems having two non-inactivating voltage-sensitive conductances." + ] }, { "cell_type": "code", "execution_count": 20, - "outputs": [], - "source": [ - "group = bp.neurons.MorrisLecar(1)" - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%%\n" } - } + }, + "outputs": [], + "source": [ + "group = bp.neurons.MorrisLecar(1)" + ] }, { "cell_type": "markdown", - "source": [ - "Then users can utilize various tools provided by BrainPy to easily simulate the Morris-Lecar neuron model. Here we are not going to dive into details so please read the corresponding tutorials if you want to learn more." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Then users can utilize various tools provided by BrainPy to easily simulate the Morris-Lecar neuron model. Here we are not going to dive into details so please read the corresponding tutorials if you want to learn more." + ] }, { "cell_type": "code", "execution_count": 21, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": " 0%| | 0/10000 [00:00", - "image/png": 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\n" + "image/png": 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\n", + "text/plain": [ + "
" + ] }, "metadata": { "needs_background": "light" @@ -773,75 +772,75 @@ "bp.visualize.line_plot(runner.mon.ts, runner.mon.W, ylabel='W')\n", "fig.add_subplot(gs[1, 0])\n", "bp.visualize.line_plot(runner.mon.ts, runner.mon.V, ylabel='V', show=True)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "Next we will also give users an intuitive understanding about building a network composed of different neurons and synapses model. Users can simply initialize these models as below and pass into ``brainpy.dyn.Network``." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "Next we will also give users an intuitive understanding about building a network composed of different neurons and synapses model. Users can simply initialize these models as below and pass into ``brainpy.dyn.Network``." + ] }, { "cell_type": "code", "execution_count": 24, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [], "source": [ "neu1 = bp.neurons.HH(1)\n", "neu2 = bp.neurons.HH(1)\n", "syn1 = bp.synapses.AMPA(neu1, neu2, bp.connect.All2All())\n", "net = bp.dyn.Network(pre=neu1, syn=syn1, post=neu2)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", - "source": [ - "By selecting proper runner, users can simulate the network efficiently and plot the simulation results." - ], "metadata": { - "collapsed": false, "pycharm": { "name": "#%% md\n" } - } + }, + "source": [ + "By selecting proper runner, users can simulate the network efficiently and plot the simulation results." + ] }, { "cell_type": "code", "execution_count": 25, + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, "outputs": [ { "data": { - "text/plain": 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+85/P6Ogo4+PjvOxlL2P9+vWcdNJJAHR2djIyokj6kiVL2Lhx45TXv+aaa7juuusYHh7moosuasg1+87FpptB2iJMSrQTzrljo28UNMvGOV7NxjntgHTHZmlFxpLeX9PmaW4W8S7XHBYwlRTXriC5kyBn6g3Mh4J5d4fiPIUU16ukuIwUT8Yg1UMMpUUxd8lat97nw/UQJGQ+7qiBWWynnHIKX//61znttNM4ceIE73vf+/jf//1fXvva13LmmWcSCoV417vexcjICK94xStYu3Ytl1xyyaQa9IY3vIEvfvGLnHPOOVOCtE1cdtllHDx4kNe//vXT1Kpa4VsFKRQKkQ61EdPcc9A1AtYSQFUdGoVBui4iCCayuakEqbstWt0LTJLEDnVY6DqEnG9jaI0gSNNikNwx/6aClM7pZDV9MgW8KljJoUsMgylu1VpVQzBcbO6ac3PsDQnSjneprE0tB2FnH5dW47c+g0Dmx9pABSkSiXDjjTdOeezSSy/l8ccfn/LYwoULefjhh6f9//r164um+Vtfv7+/vzEXa8D5u3uDoZkLPxQmE24n6jOClJuiIFWxgbjUxWKFtUBkTURB15RlFUuq381Gng7HFIJUbw0ol82/taxFfeRQKNdqLuWKFgxTYpBqVVJ0d855Q1xsLtzvpoRP1BWkbVWQ3FfOpZHwHUGSRhabECGykXbiur8IkmYnkK8YPKAgWV1sI7VI0FJTvvmokVXhEum9MYelu11sUGf9q5CFGLtg7FPdqnXGnUXa1IHpknveHHvGUA1rgguTUrSCNP+6YCrjDSJIy5cv5+mnn27Ia80kfEeQsChIWjhJQneHCtAomDdROCR8F4OUzcnJnlw1HZaFCpILNk1o1GFpicMB1xyWWU0nEa1jzkGtfRGGmHuIcUNJcSik1rxL7vkpcZa1rncXEiSrW7VuF5sIAcKVBYEbCd8RJE3mY5C0aJKE9CdB6kpEqjssXaogWJHRdGa1x4Aaszyk7jolAfLZLclYuIFB2u4IVtZ0ORlrVruLTVcHRkzVTnMDUTDv81gkVIdb1fg/YaimLlnvU4hCreRwWsyd89e7OefRsJgWoF5d6xHjuaGwp1xstbRf8R1Bkno+i02PJWknVWffGnfBVBO62qLVHRjmARlLAsIVh0Qhspo+eVjWZFWbB2XUIEgu+QymzHm9h2XUcLe4ZOyaLulKqDmvqqyFFXohMXbPYdmViNSexWZR24m1u2rOTdRtELgoQF0zzrHORHRKfGkikeD48eP2zzkpAaH2Oo8QJCklx48fJ5Gorvq/s8PymwCp5RUkGU2SJEU6q5GI+eOj0Cc3zijHRqrodGwekOGoq6xJKzRd0tWm5rmmekC6ZigJ7nG1QN7l0JmINMDdElZKimvGLukySXG9LrbJ2DPnH5Y5y31eMym2FNUlmnTFuEGNvSsRYTiVqyPuzPg/F1WOt5LiCcuc9/X1sX//fvsZXkNHIDaqEhJCA5B0x7xXQiKRoK+vr6r/8QcrsEAaG70IRRDxDkJCMj42TCLW2+Irmxnk1YQI41kNXZeE7BRM1C1ye8y9BKkjXgdBMoO0XeZisx6Wu4/XeM3SnfOvyTrnHIwgbYuLzQVjnyTFbdHaSbGpHphz7oJMLlCZul1tUYZTudpjkCZbjbjHxWa6FgsVpGg0yooVK+y/0L+9GM57G+x5QDXmftNPG3yl7oHvXGy6WUlbCIQRTzEx5o4S+o2AaWV0xqNICamczQ1EWhSEqHvkdis0XdIejyAETNRyaJhB2i5zsZlz3t0WrSNQ2TwsQ66af02TdCYMgpStw71oDdJ2AVGY6mKrM1A5ZMy5SxQkNed1uNKhSNauG+ZcRwhIxsO1jxuUemYagi6Z82ahYQRJCLFECHGfEOIZIcQmIcR7jcd7hRC/E0JsN77PatR71gJpkY3DcWURpsfc0YywEZgkSIkqrWrdak0mXbFhFEKTkmhI0B4NN0hBcr5VCVPnPJXVp7QksA1z/kPumn9N5glSTaQYXJ3m35WohxRbVUP3ZLHldMuc10OKEa5KSsnpkrAQtMcitauloAiS6VJ2gTHQTDRSQcoBH5BSrgEuBP5BCLEGuA64R0q5CrjH+L11mOzFFiLSpja89Lh/CFJOz8uwwBRfdVlMEkt3KQhW5DTlTmyLRWqLy9D1ghgkd3wG5px3GIeGbdXQisLD0gUHBqix1+1ik/pU5dAFY7eSYtv3eCH0AtXYBeMGMwbJVJDqcatG8qTYBUTB7C/ZHgvXPudgKEgRw5Xujj2uWWgYQZJSHpJSPmb8PAJsBhYDVwHfN572feBVjXrPWqAbG30oFCZiWAfZlDuUgEZAKzgsbW8g02JQ3Hfj6NK0sMK1qQnSnS42vYAU1xygDhZ3i/MPDFDrPRYJEY+Eaj80JtP83UOQchaCNJ7VasvULbznXbLec5pOV7X7WyFMN1M4ZhTJdMecRwyCVPu4TaXYCMx3yZw3C02JQRJCLAfOAR4C5kspDxl/OgzMb8Z72oWcXAAhYu0GQRr3UQySzMcmQBU++skD0rxxnL9hFELTJZFwHRuINHqvhSMQjrvGxZYrcKvWRBRc6G6RUhpWdajOQ8MI0o624ZYSFyYp7ohH0XQ5paK4/RcpvOfdUTNO0xvgVjVVQyFck7WZV5AitTfqnfQUuCsZo1loOEESQnQAPwX+n5Ryiu9KKjNmmikjhLhWCLFBCLGh0c3mCmHGIIVCkUmClPOVgpRP+YYqDktrkLZLFSRNl4REHQTJDNIGV30G+cD8OkscgKuCN81Qq7rjMkzlUAjXuBcL3ao1keLCOkiZMaNGjrOR0yWJWJhISNRJis17PekKY0gZgKH6XGxTSju4RzVsFhpKkIQQURQ5+pGU8nbj4SNCiIXG3xcCRwv/T0r5bSnlOinlurlz5zbykqZBTsYghUm0qwwFLe0jBckwJKt2t1jT/F3kYrFCk6YEXWM9IGnZNKPuOCihmFu1xiKZYIlBcseBARAJC9pidWT2WA9Ll6x9azwK1FHWAvKZi0hVG8fhMF1NbfWohtKoeQauIsXmnOd0OaVRs21MUZCSoGVAq7Ovm4vRyCw2AdwAbJZSfsXypzuBtxo/vxX4eaPesxbk6yCFiCeVgiTTzl/8jUKhgmQ79VkWZDG50LLQjCDtxihI7nEzWks7QK0uNvel+Zvjrks1hLyCBK5xO+QaQZAKVUNwvHJoulUjoQYoKSGjTKBLFFNN1w1iWI8hZHWruqesRbPQSAVpPfBm4EVCiI3G18uAzwGXCSG2Ay82fm8dLApSW1IpSLqPCNKk9B6v0kdvWhZmsKpL5HYrNEuQds0xSJNWpTsOSigSg1RL6nPhYZlLOd6yNOPtIiFBW7Sew9LqbulwBTnUDbW0Laquu+64M5cclpOqoakU15rmP83F5uxxg7rPTWMA6iXFEddl6zYDDaukLaX8M1CqJPOljXqfepFXkMJEjDpIwgWLv1GoOaOpMOVXakp+jcSbcZlNQU6XhMPKwqp58wiZBKnDNRuHLmvMXLTC6m6JWbL4wl2NuMSmQDMqC4dCgmQ8wtGRGt1Dk93NMVxszncv5rR8TRyoUU0ojEECx6950xgIh01SXGd7GVDrfXRaZIjjYE1CgVoJksXF5rJs3WbAf5W0ZV5BIhRigrivFkC+gFyNaf7W2iAuI5a6Xm+av57fNF1URM1sQdBVbe0rKwoJMjj+vpmiIDUsHsUdwfmarhvGgKEg1aKkWOPOou6oB5SboiDVme7uQgXJzGKDWu9zS5C2y3pONgO+I0hYYpAAJkgQyvlnAZgSdCIWJiRqSPMX7jkgC2EGaSdj4dpqw1iDtF3kYjPjzpLxBsQmiLBrCHLOGHfYqJ7eEBebS2rDWGviQIOy2MDx5NBUDcOhUP2k2GUESS+Y85pS/SdDKdy7zzcSviNIpostFFaLKCXaCPtoAZgEKRoKVZf6XBikDY7fLK3QdYmUTFbSlhJS2SqzPAqDtF0y/smsHiMepaa4jKIBu84+NMy1Hq5XTSh0tzh83GAURa07SNt97haTFEcNV1Oq5hiknGXOOxyvnIGpIIUaRIrd6yloJHxHkMyDPmQs/kwoQURz9k3fSJgSdCgEbdVkeUwqSCHXBGxaYbpbwlOCGKu0sArT/F0yfs04LBPRkNGotwFZbOD4w9JKkNpqLe0ABQG77lAOzRikukhxYSVtcPzYp8x5rT0XoXhpB4cnpWh6vowJNCBzMeqOOW8mfEeQpDRdbGoRZUJtRDV3VIhtBPJZHlVWF9Zz6nAUwjVyuxWaJXizZqtad2cWm6apjVOIOg6NwjpI4Phg5ck5N0hxVpNka6koPSX2zB0uNm0yIcFUE+oM0nYJKc7q1rizBhQHBbXe9ZxKSnEwppd2qMPFNqUPnbPnvJnwHUEyU5NFWA09G24n6iMFKV8bhuoOS+uG4aKmnSamHpY1WliFxeP0HOScvWmCkf4bUgmm7bFwnWn+Ide4WK2FIusrmKhPV5AcribkJmsBNSJz0T1udWsMUs3JGFAQpK2ynZ2+32m6bqiljXKrBgqS7wiS0LMAhIz09Fyknbh0fnXYRsGssCvMbK5sFUHak4XTXOxiq8fCKgzWBVd8BmZNHKjSrWpF0Zo4Dj8spxSKrLPlhjAqmMSSuKGitOlWDYcEsVob9eqWuEOXuNULY5BqbtRrNqsF1yimOU3NebIuF1uRLDaH3+fNhO8IEpoiSIRj6tdIG3HdPy42U4YFqg/StvrkwfHWpBV5y7KOzB6rq8UlMRmQD94EaI/WGItTNEjb2QeGNc2/LreDC9VTzYhBAuoojGqNOzQa9Tr8np8adxZGSkjX0nKj0MUGjh+7aQjlYw3raClkNigGx4+7mfAdQTIVpHBE1YTRI0kSPlKQdJnfOKsO0i7cMFxkWUw9LJWFNVaLi22a7O78z0DTJIZHufbU52IKksPHnrMUiqzP7VAQpA2OJ0hTDKFa486saoIQrmgxk9Us93m0UXPuDhdbzuIdaIuGq9/fYKqLLRxRQoLDVcNmwncEyQy0E2FFkGQ0STup2mRYFyKn5d0tVQdphyzxN+D4DcOKSXfLlMOyBhebKFDRXLB5qPpPhoJUs4utSJkHhx+WU9tO1FMwsdi8O33sOpFw3hCqKd3dqhqCKxIT8gqSNf6qTtVwkhQ7XDHVrXt7rd0CLKQYXFXOpBnwHUESeo6cDBEKqwUgY+20iQzpTLbFVzYzMCvsQpUEybphRNrUd4cfElYUZjRBrS42SxYbOP7AgHzcGVQZmG+FbknzD4UhknD+gVE07qzGsbtUTQDzsKyzOCi4QkEyY5AiUzL4ap1zC0kA58+5ZnGl1xqgbi0UCa7J2mwWfEiQsuQIT2b1CGPxj487e7NvFDSriy0aqaJZrUVyDoXytUFcAmtsQrJWF1thLzZwhXVlPSxrVhOs8ShgzL+zx24tadEWNdSEdK0tZtxFjAtd6XWRYhdVlC6mGtaspEy7150/9pq8A1ZYC0WCMef+OBuLwX8EScuQIYKxjggZDWsnRodaeFUzB22KZVlFlodVQQJXWJNWFAZvQg1BjEVdLc7eNMHoQdeIjdOsgwWu6Gqfj0GizjR/bSoxBFeM3aoa1uxahKljd/q4i9zntc95Ycyls+/1nJHmD/WQ4kKC5C5DuNHwHUGSmlKQokbUaiihCFJmfLiVlzVjsMYgVZXlYZWcwXU3jnXjjEVCREKihkKR7gvWBbVxRhrhbrESZBfMvy7zClJ7vM42K9NSvp09drOzOzRCTbDGIDmcIGmWOTdLO9gtZWKFS+fcJEjJWu9za5A2KEPI4XPeTPiOIKFlyRIhYWQ4hBNq8afHR1p5VTMGTU4tGgg2LSxpcS+B8k07fMOwwnpYQo2HxpQ0f/e42DRdErJmLtZLEsAVLlYrKc7XQao3YNcdh6W1tENDal+BK9rrWGOQ6lcNXVbaoaDeWd2FIsG4zwMXm28gtQxZIsQjaujRRCcA2Ql/LIJCPzXYzPKwNm8EZU06XG63ImepgwQ1KilTerG5x8WWs6oJ0RpbbljJISii4PD514zD0uzLBQ1I+XaJi03FIKmflTFQZ9sJcIWCZI1Bqn/OjXGHIxCOO54oaNpUV3pthlCRLDaHr/VmwncECS1LToYnSUKsrQuA7IQ/FKSpAbtVVBcuVBBclv5p3TihRgXJ2ottsnCe8wmSVhCkDbW0WbGMHVwSsKu+R4yK0vFaK0pPUQ7doSZMzWiqNeW7wMXmshikurvah9y13qcYQrEIY+l6ynlYg7SdPe5mwocEKYMmIgjD5RBtU66SXMofBEmf4qeu0sU2RUHocIV6YiJnURMA2uM1uB2swbpCuIYkWlXDmlOfCw8MF7jYtMI5rycWxxx7OKbuA4cThSlzHg2TzumTRoJtWBsUgyvWe7EYpLpdbOCKWJzCBJy60vxD7pnzZsJ/BEnPkRP5YONEUilIetrZm32jUBibADY3EGstGFA3TtrZkrMV1iw2UC03xurpxQaGRe38dZOzxCDVXDBx2oHhfOk9VzjnsRrmHKaqZ0IYh6Wz5z1XUO8MqL68g7VBMRhz7uxGvdYYpLpabhRVzJ2935kNiqHKDGUrihaKHHX0nDcTviNIQsuSE9HJ3xPtJkFy9uJvFAqrrYLNLA9ZbMNw9iFhRaGLrabAVRdmcoFSDSerKkdrrC7sQhfrNFJcT7Cyy+Zdl0zpxQa1uFULgrRjSXWAGt0InAjrfW623KhZQXJZ1m5hMoaUkMpWGWs4rVBku/osHDznzcSMECQhxOVCiK1CiB1CiOtm4j1LYTjUxbHQnMnfEx2KIEkfEaSastj0YpKzszcMK4odljXF4YTcJbtDQbPamquIF6mD5XDLsiFxZ1BCOXT2vFtLO1QVa2jFtDR/5xdMnK4ahmsv7VComDp43GDMeTif5g81GkJgUZCcP+fNRKTyU+qDECIMfB24DNgPPCKEuFNK+Uyz37sYvjv3OnaJMZ5v/B5LJNGlcPyG1ygUxiaAXYKUm64gZMcM15vzhUhz47QGMdYWpO0+F5umT81oghrUhGIuVtOyjMQbdKWNhTnnoVqaM1vhQgWpMKMJYLzaekDFWo2AGnt7byMus+GwxiBBHXM+LUi7A8b3NeISmwZdp2gyxuyqXqRIoUhQxpBD57yZmImT7QJgh5Ryp5QyA9wMXDUD71sUqZxGPGoZthBMiDjC4Rteo5DT9enSu532C8ViUMA1xFIrOCxrSn22BmmDKw5KMIM3a4g7s6JYFhs4evx6MVJcU9HAYsqhc8cNUzOaak53L9Z2Ahw9ds0SgwQq1rAxhVHdUQOqsIRL1bGGxYK0wRVKeTMwEwRpMWCl3vuNx1qCMxZ1s27ZVCY8QYJQzh8LwGplTGZ52LmJiikI4OjN0opJBameQpHFrEoXbBw1x51ZUUgOo86vJF7obqm5eF6xsTvcMNDl1HgU8JeLrf6Cie6KudR1qeLOQlNdbGPV9h6cVijSXft8o9F0F5sdCCGuBa4FWLp0aVPf64MvPWXaY2mRIOxw66BRyOk6cSNQN5/lYbeStjVo0dwsR4H5jb/QBmN6DFJkMvXZfKwiSsXhOBxTejRFzcOy2uDNIgcGOJooTM65qRpGa3WxFRoH7TB8sBGX2DTkihaErSVIW1j675mHpXPXfMMC8/Xc1P3O4Z0DNDmdGEItpLhIFhs4Xj1rFmZCQToALLH83mc8Ngkp5bellOuklOvmzp07A5c0FelQG2FtYsbftxWwZjpUleWhFxIkd1kW2jR3SxVVxE1MIwnOVxKgVKHIOhr1givmXyuiGlZtUUO+Ua8Jhx+WYMYgTQ3Mb0jmIjh67FmtAUoxFK8cnzFiLh2IPDEsnPMaMxdd5FZtJmaCID0CrBJCrBBCxIA3AHfOwPvaRibURtQvBMnSrweq2ECKpfmDa26cwkKRNVlYLiweB1PnvOYstmKZXODo+Z88NExSHI/U3tXedfEolhikWrPYXBh3WFgctC1W45wXJYcScs48J/LuZPV7PjC/RreqyyrHNwtNJ0hSyhzwHuAuYDNwi5RyU7Pftxpkw+3EdOfe9I1ETpvqUmqzW3F1Wi8258cjWDHN3WJsIGN2Dw0znb1YoUiHWpUmNC1f2iEaDhENi+o3zmIWNTj6sMwVcbFV3YdOyuIuNocTY80Sg9ReT5B2UaPIuS62whik9miNfeimJWQ4O1hZ0woVJCO+tJYYJBGaWhwUXLPPNxozEoMkpfwV8KuZeK9akIu00ZE52urLmBHocipBUlke9QRpO3eztKJYVWWowu0waVkVZLGBsirNz8OBsMajgIpDql5NKCjn4IKNU5fTg7RBEYXuNpu2YWG7DVAuttzEdALhIBRtL9MoUuzgOVchBEwaBPUFaZeKuZz5MJBKKIxBqr2cR256nCU42hBqJpxfwGYGoEXaSejOlE4bjZxeREGys3GWtKicu1laMT3lu0pXkyxGkMxN09mbxzRSHKsh9XlaHI7zXWz5mjgFGXzVHBqF7TYgT4wdemhIKafEncUjIUJ2kzGsKKx95oKMpqyWb7cB9QZpu4cclgwhqMXFVpIY+g8BQQL0SJIEqVZfxoxA02uMQZomt7vLxVaswi5UYWEVpjyDhSQ4e/MoVJBqqyLu3niU6ZXjqyCHxRQkp7tbCtxMQogaC6MW3PPhCEQSjl7vmiVjE9Sc53RJJlelWxU5vTgoOHa/K5zzWDhEJCRqSPMvIEiRmPrdoeNuNgKCBMhoO+0yVX1jPxfC2moEqgzSLnpIOHeztGJ6RlOVLrbCqsLgeCXBhDUGCZR1WVPjUhdZ1DA9IaGmIpnFlMOos1OfTXeLdc4T0XCNta8KXIhRZ8dfWYPTocYA9WLGkMOVlJw21QAUQtTmXixUzsAVfRebhYAgAcSSxEWWTNb7DfkKFaS2WMRmkHahZZFQh4aDD0grpgXsNkJBcomLbRpRqKWBZ+FhGUkAzm7RU+hOrqm6cNF5d5eaAPUURi08LJ1dRbyYQg5VtlmRxebc2YppYRkTqNG9WIwguaCsRbMQECSYPOgmxkZafCHNh7VxKZhZHjW42ISAWKdrbhy9MOW7WoJUNFjXPS4265zXZlnqRebf2Runpk2PvYIqqwsXUw6jznaxFbqToY7mzIUKUizp6PWe1Qr2t1pUw8KO9uB4xbSw7yCYrXVqIUgFuVsuKGvRLAQECQjF1eKfGBtu8ZU0H7ouJ2tlQBXNHIvJ7Q7fLK2Ylv4brzGLrZiS4FCr0oRWMOc1WZaFQfrgfII0LTi9hhpQZgmHomqCM8euadMVpJqatha21gHnz7mlHxlYK8d728VWGEIABimuNgapsGMCOH7Om4mAIAGhhFr8GR8QJBWwW3ATZbXK8VclN0tnbhiFmFZArtraMIUl+MEVLrZ8RpN1zmto2lrYrBYc35OspLul3hikSRebM8deWkFqQAySww/LwhikfKxhLXPunsKohS1WoJFu1SAGydeIxNVBlx73vovN2moE1E2k6ZJMpeJ5LtwsrSiMQQqHBPFIyL5lWdjEEVzhYjOG3QA1oYT07uD5L1bSAqqsLlw0e9HZ7pZ8/SeLW9VuvbMpL+Q+d8v0GMtaWgoVUQ1dQpAK40sb5mJz8B7XTAQECYi0GQrShPcXgVZrlocLAzat0HSJsBSQA6M3V7VZbFMUJOe72Arro0CNTVsLg/TB8QRJnxakba71WtL8i9VBcubYC93JoNZ63ZmL4Pg5LxmYX4uCZB17KOToYOXJ+9yytyftdkmworBQJDheKW4mAoIERNu6AMhNeN/FVti9PmnX7VDSN+0OUlloWQLV1YbRixAkhwfrQhnp3Y5b1YpiBMnhG2ehO7lqtyqUKO/g7HnXtGYHaTuTJADkNH1aCAE0IEgbHD324gpSmLF0Iwwh9xjCjUZAkIC4oSBl095fBDldn3QzQRW1YXR3u9gKiSFUGaw8uWlabplIDEJRR5PEYhtnIhZGSkhXUzyvZH0U586/qvmV/z0cEiSiVbhVobyLzaHksJhq2LggbWcfltMV8ga5VcHR671U3FndlbTB6D3o3D2umQgIEpBIKgVJn/B2DJKUEl0W3kTVuNjcldFiRaGaAKaLrQ4FCYyYDGcelFBCQapFSXFhDJJWdM4j9t2qkHexWccejkA45thDo7AHHRi1r6pVDUsWihzLN292GKZXja/FrVpENQRHr/fCZtxQa0uhoFCkFQFBAto6ugHQ0s7c8BqFUgXkwEYQY9EgbWdbk1YUV5BsFsmE4lls4PjNo7hlWWWJAyhOkBzuYis251UXydSy6vu04nnOrShdKgbJVjKGFaVikJCQdWbvysI5r8mtWs4YcigpzhrzGglPdS+msvrkvm8LpQpF6lnIeb+QciECggQkO5SCJD1OkCaLidWS2VMyYHPUsdakFbmCHk1QZVxGsSw2MA5K564bvQhBaqupHpAbA3anupOhhhpQJYmxc42DwrYTUGPLjVKZq+DYsWcLYpCqzlaF8i42hxoE5Yzf6irHl1CKwbFJCc1EQJCAcKwNTQqkQy3CRsGU3oveROU2EClLb5ZSh5zzG/1qOtPVhGoOy2KuFoC4cw9KKK0mQC0utiIKYnY8nxbtMBSb86qDlScJUnTq4/FOyDjTJV8qMB9qUFKKEUNwrFFQGIMENcx5sdpX4GiDIGsWBy2SoVx1c+ZSBMmhY28mAoIEIAQTos3zC6CouyVqo/2CSQ7CBYfE5Gbp/M+tsMIuVJnmX0pBinVA2pkHJeQPy1AtgflWFMtijDv9sNSnHZZVByuXcrfEnTvvZpB2obsFaiFI7lKQCtP8ocpsVSijIHU4eK2r+zxqmfNkTUpxiRgkcKxLuZkICJKBlEgQ8riEWCz9t82ODFuSHJg3jjM3DSvq3jhLpf7Guxw9/mJNLJONikGKd6rvjiUKU4uiQg1VxMsSY2fOu6kmROttuVG0vYyza38VK+fRFgszUUuz2lIB6g5E0Xpnxt5eVap/ORebQxXTZiIgSAbSIkEo58ybvlHQyrjYyhKFyUBV90qv5dL8bWX2lFUSnFs/y9w4rUQhafShG62mT1PRjdPpClKx2le1utiKkEOHjjs36W6xqAnGnFeVwVdUQTJJsTPXfGGzWqhhzjXjM5qmmDvfxRad0pTaiDur1iAolowDjjUImomAIBnIhNuJah4nSMWCtO1keZSKw3CRi624ghQmZzezp9xB6eCNw9w4Y5bDsjNhulXrjEeJq+QGpypIpUjxeLUWNZSYd2eOu5ia0BG34UovRLG4w7izD0tN14kWuFUT1WYulgvMz6XyxpKDoBWppN2wuDNTKXaoQdBMBATJQCbcTjTn/IO+HpipoFY/dWiyeF6ZjbNc2iu44sbRS1TSBptuh3JxCQ49KKG8mjCaztp/oWKxCZOHpTPHX6q0Q9WuRXAVMTbn3EoUalMNiyhILnCr1lUQFlRKO7hKMS/mVm1Y3JnD57yZaAhBEkJ8UQixRQjxpBDiZ0KIHsvfPiKE2CGE2CqEeGkj3q8ZyEWSJHRn1vZoFLJFNk6wEYujl6gF4+ANoxA5vbj0DjY3kGL9mUBtHnoWculGXGbDkZ0M2J1eKHK0WiVlmprg7I2z2GHZVm114bJp/iOOLHExGaRtWe8dtRCkYq1GHK4mFHOrJmslxcVcbODI/S4fa2gNzPdHrGEz0SgF6XfAGVLKtcA24CMAQog1wBuA04HLgW8IUXjHOQNaJElCetvFltOmb5yg3GxlLSwXbhiFKBW8CTY3kHJKAjh288gViU0IhQQd8Uh17hYXpnzrsohqGA2T1eSkmlr5RUoEacc7FYFwYLByMUOoI1GDi61oRpPz13sxQ6gqd7JWihQ7d78z13P9pR2KKcXOnvNmoiEESUr5Wymleec9CPQZP18F3CylTEspdwE7gAsa8Z6NhhbroE36U0FKxiuku7uUHFiR0+WU2CuwZnPZcbGVymJz9mcwSYqLzPloym6JAx2QrotBUodlKVJcZfZioXHgYPdi0TR/UzW0O+egkjMKxx2OQKTNsUHauSLlPJJVGwOVCJLzDIKcPn1vt1XjrhDFFKRIQj3mwLXebDQjBuntwK+NnxcD+yx/2288NgVCiGuFEBuEEBv6+/ubcEk2EOsgSYp0znkBeI1CMekdzA2kXBab+zaMQpSqgwR2CVKpOCznHpQA2SIbJ6g5H623BpSDSQKUjkGCKg6NksaBSQ6dt/YniwZaxm6qhtW5VbPTEzPA8fFX0cjUOe+Iq/57tvvQVYpBcqBqmK+kPd3FVncyhhCOrgHVTNgmSEKIu4UQTxf5usrynI8BOeBH1VyElPLbUsp1Usp1c+fOreZfG4dYB+0izdiEM2NJGoHJIO3I1GlXG6cdBalIXRARcuxmaUXRvlxVudjKxCCBYzePUm7VqlxspUhCJK6atjqVIMnpzWqT8SrmHGwQY+cpKfkg7eljr0pJ0XJKMSqEg4tkZjS9yLgj6LKKlhslQwqcm7U72YvNsseFQ4JYJFRl3a/s9LUOyiBw6Jw3E0U+ieKQUr643N+FEG8DXgFcKvNU/QCwxPK0PuMxxyGUUAfd2MgQvZ3tLb6a5qBYpgOow/LwUJl2IaXS/F1kWWi6nLZxttfiYivpn3fmZ5At4WLriEeqcLGVIEjg6PnPadP771XdvLTSvDtw7FqRNH8wVMOqXE3lFCRnHpbZIgSpI24mJeQm7/my0Ersdw5WzHOaJCSYFkZQdQZfMbcqOHrOm4lGZbFdDnwYuFLKKZHOdwJvEELEhRArgFXAw414z0YjnFCS+fjoYGsvpIkolvINNnz0pSRncLTcbkWp9F+oMoutZAyS85QEKF4HCao8LEuRBHD0xpnV6iTFUMbF5lz3YqlYw85qCVLJw9K51eNzmizqToYqXE0VOwc4T0HK6dPVUjAz+KolSLHpjztYNWwmbCtIFfA1IA78TqiKvQ9KKd8lpdwkhLgFeAblevsHKaUjg3wibeqgS48586BrBIqlfINSE0bKEqQSbgbIpzs7HKWKBoLNeBSzmnjh5uHwTK5iAbuQj8uwhXLz72CCnNV0YpHpwelQRTZXyYBd5yqHpea8egUpV1xBinXA8P56LrEp0HVJrohSnKy2SKZpEBaSw6iDCZI2ve8gqDCC6tL8S7nYOmF8oI4rdCcaQpCklCeX+du/Av/aiPdpJmLtSkHKjA+1+Eqah2Ip35CPTZBSIsT0myzvky8Vj+C8Q6IQmZw+TUWZDGK0s4FoJTZNh2exFQvYhVpdbKUUJGcaFcXdLVXWAyrZYsa5ymG5OR8YqyLAWMuWuOedqRqaBmD9c+6+NP9ckTImUEublRKqYawDTuyp4wrdiaCStoFY0iRIztvwGoV8kPZ0CVqXkMqWqA1TKQbFgZtlITKaPi04PRENIYRdBSmjvpcK3HQoSSwdsFshc9EKvYR6Bo6OQSrmYqtaTZjsQ1gig8+BYy815xWTMQpRMgbJmUZR6TIm1c55iRikSFy52B1JkPRpiiFUSZB0XYUSlIo7c+BabzYCgmQgkewBIDfu/MO+VmTLZDRBGQurVLNacM2Nk9WmK0hCCNrt9mkqRRJCIUeTxFxJt2qYjKbbK2tRyr0IjlUToHRGEzRATXBwBmdO1xGiziBtXVeFMF0UsJsr0koJpgZp20IpxXQyKcV5BCmbmx57BVW21inlWgTfZrEFBMlAW2cPAHrKuwpSsR5NkC+YWNLCmnQzlJBeHXhIFCKbk9MIEqiO17Y2kEmSWOIzcGgcVrEu32BtXlqHegaOVROklEYMUgFBipkxSFWqZ0VrwziTKGS14u6WjkQ1pR0qGEVaGnKZOq6y8chopWOvoIY5L+pqSjrSIMwUWetQZXPmUmEEoO7zzKhRNNY/CAiSgbZkNwCaAze8RqFc8CaUsbDKxqA4lxxYoVxsRQ6NuM02BFpGyetFMkWcalFDuUraVbgdJglSMQXJmZalpkukhFjBuCPhEIloyL5VPXloxKf/zaHqaTG1FBQpzmqyStWwGElwZomDfMZmnS62siEF7Y5UkIrFWEKVblW9jBHo4LIWzURAkAyYdZCcaA03CuXqIEE5BamMNekaBUknFp5O8Gy7HUqlv4JjVRQoXwcJYMROoHYl9Sw75jjLMlsiDgeUYmr70NAyat0XJcYdjgzSzuSKqwmTrnQ7c27nsHTY2Eu52EyF3P6cl4hBAqUgObCSdjqnE4tM39+qKghrjruUWxUcaQw1EwFBMhFJkCOE8PACyJaQoCcbWZayqitJrw7uZm8iXUJBqo4gFRk/OFpBypSog1Rxzq0o62JzpmWZKXFYQpW9uXLpMsTYmSUOShGkqlxNtg5LZ409W2LOwyFBW7SKKuJ6DhDFSbFTY5A0fZpyBsZaz2jouo02K+Xuc4eXM2kWAoJkQggmaCOUdd7ibxQyObWBxKe1GjGDGEtsnOVcLA6uB2NiMh6lhARta+PUyxCkmDNdLQDpnEYsEppWvqGqYOWyLjZnFkws1VYHTFJcRVxGyXl3ZnB+qXiUqoKVy8YgOXPOM7niMZZgEgW7SkoZUuzUGKQKqqGtsZdVDZ3dmLpZCAiSBalQO+Gc8xZ/o5AuQZAq+ujtHJAOjkPKx6PUoSZomQpKgrPcDSYyOZ14CWIINt0tk2pCiSw2cNyhYRKkYlZ1RzU9ybRM8fgjcGwMUjqnlTAG1MFnWzGF0hlN4LjDspSCBGrObZPiXEal9BdDLOlIBakUKW68aujMfa5ZCAiSBelQG9Gc8/zLjUImp3pTlQzSLnVYmu6zYpuGQ+V2KzJl1ATbHc61EjVhwLGuFlCkOB4tY1lWpSCVCdh12mGZKxODVJWaUIkYO2vcYKoJxeLtqqgiXqr/IlhIsbPGXiqEAKp0q1ZSkBx4r5cK0k42XDV03tibiYAgWZAJJ4lqzrMOGoVSlmXFIMayLjbn+6bLHZbKssxWfpGyMUjOdLWAoSAVPSwb5WJzJkGqFINUVZB22dgz5637dE6fphIDdBpxZ2XbCpmwE4/isDk3FfJESbeq3bizcgqSM1XDYlXjIT/n9gyhCvXOwHFz3mwEBMmCbCRJXPOuglRKTagYxGjrgHTepmHCPCxLSdCprD6ZAVMSlQ5Khwaqp0sF7MaqsCzLbpxOPSyVKliUFMeqURPKHZZGiQtpIwB2BlE5SNvG2HMp9T2SmP43hx6W5pwnovVmc1UKzHfRnFeTwWfHrepActhMBATJAi2SJCEnWn0ZTUOmhGUJFdwOZkG4YgfFpILkrM3SikzZeBQziLGCm61ssK4zDwyATE4rOueRcMh+Zo8Ls9jMtjmJIgZBVW1WcuWIcYeqNu2wtO+MVvw+r44glXGrO7S9jjnnpVzKVWUuliLF8Q5AOi4OqaQhVI1SXI4UT855EIPkW2jRDtrkBNJh1kGjUOomggpBjFraKJJYolAkOG6ztCKVLW1Z2j40SvWlAsda1FB+zm1nc9nKYnTW2MurCWHGMjl793mlGCRw3NovGY8Sq6L21SRBKnJYOrS9jjnnpVzK9jMXy8y5Q0MKMmWydKEBqmEkppIVHDbnzUZAkCyQ8Q6STEz6sr2GdE4runlAhSDGchaVQzcMK0yCVC4Wp+IGkksX3zjAsW4mKK8aKlJcr/TuzLGnJxWk4nMuJfZ68JXLYnMoOSzlbgmHBO0xm6phOQUJHJm5WU41rCpzsayCZGbwOWu/K3WfN0w1BMfG3DUTAUGyQMQ6SJJiNGUjaNeFqORiK9ustlz8DTjukLAiryAVCWK0K0FnJyBaiiA5080ElRWk6izLIhtnJK6sbYfNf7k5b68qg8/G2neYe7lUyjcYriY7GXzl5hyM+Ctnrfd0BUNoIquh2S2YWLK0gzNdTRNZjURs+rirCswvpyCBo5NRmoWAIFkgEp1Ehcb4uLNu/Eah3GHZWe6w1NKlN4xw1PHSq2lZtpVxsVUkSOUUJIcqCVA6cxGq6NM0uXG2Ff+7A+sBpUwXW9H2C9UEqJcL2HWmejaR0YqudVBzbq+9jBl3WMYocNi4J7PYypW1sEUO08qlVAwONIY0XZLJ6UXnPB4JEQ6JxilIDhr3TCAgSBaEjX5sYyNDLb6S5iCdrRCkXdLFViaTB/Kdnh2K8jFINmvD5CZc6WJLZXXailiWYBAkO4dldkLVRgkXqY8CjoxHSZVzscWqKJ6XnYBoCWLo0GDliYxWcs6rVg1dVAPKnPNSBWHBrmpYxiB0YIkDM/aqGEESQpCM2WzIXUlBijlvzpuNgCBZEDEIUmrMmwRpPJujPVb8kCsbxFguxR0c37B2wiBIxQ6NyYrSlTaQbKryQelAkqjUhNJzbtvdUko9AkfGJuTjzupUE8oRJAeqCaDWezkFqSGHpQPnPJ3TiBQphAvVxuJkKitIDhr7RKb0/gbVKMXuiztrNgKCZEG0XQXgZbxKkMpYlmULJuZSEG0v/cIOl14n1YS6grRTFVJ/cdSmaWI8k6O91JwnqlCQSsVfQb4ekINQVkGq5rC0Q5AcdGhkcjo5XZac82Q8YjMexc5h6bw5LzbfYKPfpBW5ifLuZHDUnE+UUcjBMH5tZS66jxQ3GwFBsiCW7AYgM+6cxd9IjKc12svcRCULJmbGSh8S4EgXixXlAnY7bMcglVFRHCi7mxjPaKUJUsMUJOcpiOUUpKprw1Scd+eMvdJhaTubqxJBinU4iiRAeWNgsmCiXYMgVsIgdKBqaK71kqphwu59XokUO3ufbwYaSpCEEB8QQkghxBzjdyGE+C8hxA4hxJNCiHMb+X6NRsIgSLkJby6CsmpCuYKJ5axocIGCZByWJYIYIyFhkyCV2DhCYYg6r8u3pkvSudIxSMmYzSrithQkZ43dXOuhUJnioLZikMbLuFaTgHDU2Cu5W2zHIGUnAFFeTciMOqqi9FhGmyS/haiKFGfGSyvmkYSqCecgojCRKZ2EAlUmY4QixevdgSNVw2ajYQRJCLEEeAmw1/LwFcAq4+ta4JuNer9mINGhCJI24SzLqFGYyGqTKc6FKOt2yJbZMMCRCoIV5uaQLHJoCCEqHxpaTjXvLEsSnWddmWpCaXeLEaBeqR5QLlX6oARHzv9oWisTb2czMF/Llp93IRwXf1dpzm0flpkxdc+L6QQTMNrr5PJuGQdgLJ2bnNtC2C6YKGX5/U4Ix633ii42u611suPK0CuFeJdyP2o260l5AI1UkL4KfBiwmhRXAT+QCg8CPUKIhQ18z4aizVCQdIcddI1AJqeT1WRZFxuUIkgVFCQHKghWjKVztEXDRYM3wcahkTPaz5QjCQ78DMYNWb2tTGA+2Dg0Ks6/8xTEsXRuMu6kELb7U2WNea9EjB0UfzU552Xu83TOjmo4ZihkJeDA+mdj6fJJKGAjMD+XAmSFOe9y1Ho379+ORJlkDDtqaWa0/Jy7oK1Uo9EQgiSEuAo4IKV8ouBPi4F9lt/3G48V/v+1QogNQogN/f39jbikmiCMm146yDpoFCpnOpSpDZOdqByk7eDPbDSdKym9g1IUypIEs+9S2QPDWVYl5Oe8JlJsRTk3E+TLPDjJ3VJmzkN2K0rbIUgOU5DMGJuOePGs06Rd92JmvHQcDjiSII1ntKIqMVQRa2jOeSWi4KD4KzPovqPEeu+IhxmxU/w4Y5cUO2e9NxulT40CCCHuBhYU+dPHgI+i3Gs1QUr5beDbAOvWrWvdLmswZOEg66BRGM1UuonUhlp046zkYotZDshSknwLMZrWJivKFkNFC8vcEMwNohgcqKKYBQFLjd12wcT0KHTML/33eGe+aWu5DXYGUZkU2whcNZvQuiiD0/acZ3J0t5cp3ZEZyysGxeDAbK6xTI6l8eJzlYiGCAkbxoBpDFWKuXQQSRitNOeJCGMZDSklotz+XJEgOTcZpVmwTZCklC8u9rgQ4kxgBfCE8eH3AY8JIS4ADgBLLE/vMx5zJsIRUsQIeVBCHJ5QFkR3WynLspyCZENBMDtcx8tsqi3CaCpbMjYBbFQXNtdD2QOjA4YP1niFzcGwYTV2JkrMud2CiZnRCuTQsnE6hCCNZXLM6yztEk3GyjRnNmEeBOXG7rDYs5G0Oef1ulXHKhtF4Kiu9qOpHB0lXGz5WMNK9c5M1bBCzGXKOcTQLM9SyvhNxiOTCRul4pSAyqTY7BjgoDlvNup2sUkpn5JSzpNSLpdSLke50c6VUh4G7gTeYmSzXQgMSSkP1fuezURKtBPKjbf6MhoOkyB1lSBIJYMYNSMQ05Zv2jlWlRVjaW2SDBRDxRgk01qs9Bk4bPzDE2pMXW11ZvakR2yqCc4Z/2gqV/LAAJvZXHYIUsxZakJeQarkYqukpFRQAx1Y4mBoIltWFbMVoG6LFDtPNRSifGA+2LjPK8UgmcavBwWEUmh2HaRfATuBHcD1wN83+f3qRjrUTiTrnMXfKAwbG2dXpY2z0O1gSuhmF+ticOABacXQRLakcgY2DkvTYiqnjjkwBsmMOyg157Yye6Q0FKRylqXzNs7BiSw9ZQ7Lss2ZTdhVkBw07koutqpUQ1uHpTPWfCqrkc7p9d3nAGmjSHC5/c5hLTdGDGOglPvMdg2ozFj5uDNzPThsn2smbLvY7MJQkcyfJfAPjX6PZiIdbiemeU9BmjwsS6gJ5mE5zdVkEqREuQ2jY+pzHYYT4xnOXtJT8u8VLUvzEIi5x6qEOkixFbmUSueuRBLAMRunrkuGJrL0lDksO+IRjgxXSFGfJEgV1r5Dxg1KKY5FQmWqKtuMO0sNQaKn9N/Nw9Iha76SQg42SXHKxn7nMGNocDzDrPYSrVGoQilODVde6xC42PyMbCTpSYJ0Yrx8DFLJrs8pOwqSs6xJK6SUSk1Ilts4VUaTLJWFlTKtygquluy4o2qEDI5nCInS6b+2pPe0DXLoMBfrSCqHlNBd4dCo7GayqyA5Y9wAA2MZZidLj9t2PaCJQWjrKf13hx2WQwZBKk+KbWQupmwoSPFOtTYckrU5MJ5lVhm11FQTKyrFqUGbc+6c9d5sBASpAFokSUJ6jyAdHUkRC4dKEqR81+d6FCTn3TgTWY1MTqenrdyhEUWX+f5d05AaVN/bZpV+IweSxGOjGXqTMcJFqkmDzcyeiRPqe9mxO8vFemI8A5Q2BsA4LCsVyLRDjOOdqpmz2aahxThhU00oqxpqWRWknegu/RyHEaSBMTXnZccesxGkbXe/M7M2HYATYxlmlSHFtuY8O6HWcTnV0IF7XLMREKQCaNEO2uREaTXBpegfSTO3M142zVO5mgo2EFsKkvE3B944x0fVxlneqlZuh5FSzXonTqh+XJXabYCjPoOBsTS9ZcZtK7PHJEjtZQiSw2KQjo4osjK3s0RrGGxWFx4fUMVBywYrO4scHh/LlJ1zW6qhSQzLEaRwRH02DonFOWLM+fyu0nNuK0g7NQQiVNmdDo6Z80qk2FajXnPOyylIkYT6bBwy7plAQJAKIGNJkqRKqwkuRf9ImjllDgwo4XaYPCB7S/+jg+tjHDbiTBZ0l0n5rlQ8b+JEeQUFHBeHA4ocljsswcahMTGgvttRzxwydnPOF1aY8/GMhq6XMYTGB6B9dvk3c1hmT6U5L+lKt8K858upCaCIo0MUpKPGnM/rKj/nFWtfjR2Dtl4IlTkaHVQkU9clR4fTzCtnDJikuFyQtqmSl5tzIYx6b86Y85lAQJAKEe8kyYS9fkUuQqWbCEpsIOPH1fdyB4UD1RMTh4bsHZZQxtU0fqK8ZQWWGiHO+QwODaVY2F2mfhU2YnEmXWxlCHLUWU1bjxhzPr/MYdlhx+0wfrz8uMFR7mVdlxwammBRT+k5z7vSy6gJI4fV984yxUHBUaUtDg+laIuG6apYELaSanjcBik27/XWE6TjYxkyml52zm2Vdhg9qr53zCv/hrGkI8Y9UwgIUgFEvIOkSDM64YyYgkahf7QyQepMFFETxo9BOFahgJhxQDrgkCjEoUFV+K2cglTR7TDWD8m55d/IYSpaTtM5PJxicZmNE2xk9owZrX/KHRqhkJHN5YyxH7J5WEKFdPfx4+WVU3BUXEb/aJqsJlk8q/ycV1QNR4+o750V2mbGOhyjJhwZSTO/q1IIQZisJknnKsx5ck75N4s5514/aOxvZQ1AO70HR4zyhJXmPO6cOZ8JBASpAOGEsg4mxoZafCWNQyanMzCWKRuTASXiMkyLqlyJerOruQMOiUIcGkrRGY+ULJwHNiys0SPlW22A41S0w8MpNF3SV/GwrJDZM3JEVRUuF6gMjqoofWQ4xcLuRNnD0la6+/BB6FpU/s0cFIO0/4Q6LBf3lImVw4aSYh6WFdd80lFzXs69BjZJ8ejRygTJQTFIh4bUnJdTkMJ2eg9OEqRi3cQscFhZi2YjIEgFCLWpgOOJEe8QJNPKKHcTQYmeZMOHKlsV4KgD0opDQxNl1SOooCBJqTbNStKzw+JwzMOyb1aZwm/YyOwZPawOyko99hxEkA8Pp8q618BaMLHEoaHlYOQgdPeVfzMHuVsODJoEqcKcxyPlM/hGDqukhHJB2uAoNeHQ0ETlOa9kCEkJQ/uhe0nxv5twUAzSgUHlTq5bKR45DPHuyq2CYknH3OczgYAgFSDWpjaF9Lh3CNKOo2pBnzyvjJsMpSZMu4mG9lU+JMBRB6QVewcmbKgoZQhSahByE5UtK4dl8h2YJEh1uluqIsitH7uUkp39oyybXZkkQDnV8LBK5e5aXP4NHeRaNed8UUUFqYKaMHpExR9VJMXOOCwnMhr7T0ywcm75w72yK/2YutcrESQHZW3uPzFOWzRctmo82LjPRw5V3uPAkQVxm4mAIBUg2q6sg+yEM6tC14Id/fYIkmllTJY4sGtRgWMOSCuyms6OoyOcsqBMiQLy7paih8bALvV91vLyb+awauLP9o8SCQkW2nG3lAtUPrELeldUfkOHEOT+0TQnxrOcsqC8S7DiYTlk9NSuZBw4KEh7+5ER5nXGy7qTwUaJg5HD0GHjsHRIRtOz/aNICavnl5/ziqR4aK/63mNXQWr9nG89PMLq+R1l3clggxSPHLZHkGJJR4x7phAQpALEk0pByo4746BrBJ49Osq8znjJlhMmrF2fAZXBlB13rYK0s3+MrCY5tcJhmQ9iLOJ2OGEQpN6Tyr9ZJA6hiGM2j6cPDrN6fifxSJnu3VSIR8mMKcvSDkGKO6Np69bDyqo/peJhaZDiUuRwaJ/6btvF1vqxP3NomNMXlTcGwIaacGI39Cyt/IYOiUEy53z1/EoKeQVSPGjOeQWCFG0z6gG1duxSSjYfGua0hfbmvKwrfXBvZbUUHBWYPxMICFIBEgZB0lOt3/AahacPDle0qKHIBjJo06ICxxyQVmw5rEjuqQvLjz1ULojRroLkoEB1KSWbDgxxxmI7G2eZzJ4Tu9X3SuQQjLG3/rDccsg4LG0rSCUODXPslQhSOArheMsPy1RWY/vRUU5fVCFuiAqkOD2qyOHc1ZXf1CExSJsPDROLhFg2256LrSRRsLvfmfd6iytpHx5OcWI8a5sglSSGE4PKEJp7SuU3dYhbdaYQEKQC5AlS6zf7RmBoPMuWw8Ocv7xCujJFJOjJQ8IGQYp1OMa9ZOLhXQN0xCOsnFvesgTTwiqygZzYpYKUKwUvgmNI4v4TExwfy3DmYnuHJZQ4NAZsqmfgGBfrQ7uOs3x2O3M6Ktf8gjLulqPPKBWlUvYeOKIf29MHhtB0yRk257wkSTi2TX2fe2rlN40lQc+2vM3KQ7sGOGdJD9Fw+eOsrCsd4Ohmda9XKgoLjiAKj+5RNcrO7LM35yUJkjnn806r/KZxo+ekXqFli0cQEKQChBLOyUppBB7ZPYCU2CJIHYWpz0c2KSnZjmXhwOC9+3cc4zkreitunFDGwjq6GebYsKbBMQrS77ep2kUXn1whXZkKROHoM4CA2SdXflMHSO85TeehnQNctLLyuNtjYUS5PnRHNsH8M+29cSwJmdaqCX/c1k9IwEUnVShyiLrPM5pOJlekW0D/VvV9jh01wdwrWzfvQxNZNh0c4kJb467gYjv8JCyoZs5bu97/vP0YnYkIa22T4jLEEOwrSNDysc8UAoJUCCPoUjrAGm4E7t58hGQszDlLeyo+d5qacORpmL1K+dwrwSEKgoln+0fZfXycS1ZVPiyhhIWVy8Dhp2DR2fbe1AGbJsDvtxxlSW8bJ82prHqVPTQOPKo2TTsqSqxDZQC10LJ8ZPcJRtI5LrFBDFVF6RKkOJuCY9th/un23tgBxPi+rf2cvaSH7grZTFCBFB98XNW9shWYb6yvFroX79tyFF1i6z4vO+5cGvq3wIK19t64xfe6rkt+v7Wfi1fOJlKPAQhw6AlFdrvtxJ2ZGXyt3+dmAgFBKkS0DY0QIQcoAfUindP4zabDXLZmPolo+WBdsProjRvp8NNVHBKdoKVVJ3AH4OePHyAk4GVn2khRp0SWx9FNqsP1onPtvakDCNKx0TR/2NbP5acvqJjZAmUODSkVQapm7NDS8f984wGSsTAvOrVCzSoDyXiY8WKupgMbQGqw2B3zvv3ICE8dGKpirZchxXv/An3rVGxVJcRbf1j+fOMBFnYnOG9pZbdYNBwiFgkxWiww/9AToOdg4Vn23rjFiumDO49zeDjFK9ZWKGRqoCMeIZ3TyWpFVMO9f4ElF5TvP2fCQUkJM4GAIBVCCCZEG5Gc+xfA/z15iMHxLK8+10YWGgVqwvAhlfa66Bx7b+agejCprMaPH9nHc1fNrVg8zoSysAoOy70Pqu+Lz7P3xg5wM/3kkX3kdMnr1tmIGwOSMUWcxwsLBx7fodqM9K2z98YtbrlxYizDzzce5OVrF9IWq2wMgKEaFjssd/1RuZaXXWzvzVtMkG58cA/RsOBV59jIQqJMH7rUkFKNl15k741bXD1+97Exfr+tn9ec20coVNkYgDKxhjt/DwhY/lx7bx5tbylJ+MFf9tCViHDZmgrVzg2UNITGB5Qr3e5ajxr1xQIFyb9IiXbCWXcvgKym87X7drBqXgfPrcLNBMZNtPvP6sEVNjcMB7XauOmhvfSPpLn2eTaCiw0U9dHvuEfF38xaZu9FWhy4OTSR5Tt/2skLT5nLqgpp7ibajRIH44WH5fbfqu8nv9jem7dYev+fPz7LRFbjb59rf85LHpY77oGFZ1euJG2ihcT4wOAEP35kH685t69iYLqJ9lKkePvvVHHMk15o781brBr+x93biIZDvOVim/cnplJcRDV89l4Vf5SsHMsEtDTu7OkDQ/xm02HedvFyW54BKBJfasK8z10y5zONgCAVQTrcTlRrbdBlvfj+A7vZ2T/GR152qi1XCxRI77t+r0rP2/XJO6TVxtHhFF/93Taeu2oOF6+0udlR5LBMj8LuP8HKS+2/eYuVhC/8ZgtDE1k+8BIbwZYG8pk9BYfGll+pTKZqyCG0hCDuODrCd/+8i9ee11exWKAVRUs7DO5VLrbTXmH/AloUgySl5FM/30RYCN7zIhuB9AbM+3yae3HzL1RT5iUX2HuhFh6WD+08zh0bD3Ltc09iXqc9lRgoHnc2fFCpxae+3P4FtIgUa7rk43c8zZyOGO+4xL4xkDeECub8mTuhc5F9T0FAkGqDEOL/E0JsEUJsEkJ8wfL4R4QQO4QQW4UQL23U+zUTmXA7Mc29C2DzoWG+cNdWXnTqPF54ir14DMi7W8ZSKdj6a1j9EgjZs1DyGS2tI0hZTec9P36cjKbz6StPt00MoUhF6Wd+DrkUnPEa+xfQQgXpt5sO86OH9vI361fYSvU2UVRBGtwLe/4MZ1xt/wJatHGOpXO8+8bH6IhH+KcrbKSmW1DUrfrkT9T30//K/gu1iBjf9PBe7t58hPddtqpizz0rTAVpynof7Yetv4LTX23/no8acz7D9YD6R9K89+aNLOlt4+9fuLKq/y2qGj55CyBdca9/5Xdb2bhvkI+/fI2tgHwT0+JLQVXP3n4XnPFqe/FHkL/PXe5hsYtII15ECPFC4CrgLCllWggxz3h8DfAG4HRgEXC3EGK1lNLRRRRy4SRxB8TS1IKDgxP87fc30NMW5QtXr62KJETCIRLREHP6H4bx43DaK+2/cYtjkHRd8ok7nubhXQP8x+vP5iQbtY+sSMYipLI6OU1XWSEbb4LelfataZhaI8TuIdMAPLb3BO/7yUbO6uvmQy+1rx6BtaK05Zbc8L+AgLWvs/9CLSBImZzOe29+nGf7R/nB259j28VkYppbVcvCIzcod4Od2k8mWkCQ7t1yhH++cxMvOGVuVUoC5CvHTyHFj/9QJSSc/w77L9QC1XA0neNdNz7KifEMP333xZME3y6S8QiD45n8A1oOHr5exR7NWWX/hVow5z99dD9fv+9ZrrlgCVedbS8420RRt+qj31OB6evebv+FAgWpJrwb+JyUMg0gpTxqPH4VcLOUMi2l3AXsAKo4cVqDXDRJm+4+F9uBwQnedMNDDE9k+e7bzq/6wABlaZx55OeqWNqqKgS/FsYg6brkoz97ipsf2cd7Xniy7WBVK0yiMJ7VVGr/nj/DOW+q3LDTitjMW9SP7jnBW254mLmdcb715nW2YxJMJCKqHtC4SRTSI7DhBkWO7brXYMbnP53T+PsfPcbdm4/y6StPt13OwYppBOnJW1RF4QvfXd0LzXCJg3u3HOFdP3yMUxd08Z9vOIewzQBlE+2FbtXxAfjL12DF8+3VwjExw4flSCrL2777MBv3DfLV159dlVJqYlq6+9M/heH9cOHfV/dCsXajSGam8nMbgFs27OODtz3BxStn889VquNQJEh77Dg89D9w8mUwuwoVLjqzc54rlnU3g2gUQVoNPFcI8ZAQ4g9CiPONxxcD+yzP22885mjo0SRtTOSbtroAmw4O8ZpvPED/cJob3nZ+TZsHwOLYKGuG/ghn/TVE7fv2WxWDNJzK8nc/2MDNj+zjH190Mh94ic2ijgUwLdGxdA7+/FXlMlz3N9W9yAwfGD97fD/XXP8gczpi/PjaC1nQXcV8GQiFBO3RcF5BeuBrKptp/Xure6EZHPvR4RTXfPtB7t58hM9edTpvvmh5Ta8z5bCcGIS7PwWL16lDoxrM0NillHznTzv52+9vYPWCDm58x3PobrPvZjExTUG65zNq/C/9t+peaAbnfPexMV79jQd4fN8g/33NObZLGhRiSpB2ahh+90kVZ7m6yuiPGTIIdF3y5d9u5cO3PcklJ8/hhreeX7G/YjFMc6v+7pPKGHrJZ6t7oRmc8y2Hh3npf/yRh3Yeb/p7lYJtfVIIcTdQrN3vx4zX6QUuBM4HbhFC2NZ9hRDXAtcCLF1qo1hVkyFjHSRJMZHVqpZwZxq6Lrnhz7v44l1b6U3GuPXdF3Fqhe715XCN/itCaDWQA2PDmEH1ZPuREd75w0fZOzDOZ191Bm++sArFowCmgpTd/wQ8fbsiCHZaDlgxQ5lcmZzOF+/awvV/2sVzVvTyjTeey+wa1EIT7fGIOiwHdilyePqr7af3m5gsGtjcA+PRPQO8+8bHGEnl+Ppfn8vL19Z2UIIiCumc4Va997PKrfymn9qPxzBhPTQStd975TCWzvHJn2/ip4/t5/LTF/Dl1501qQpUi7aoRUHav0G5Wi78e1hwRnUvFApDJNH09X7flqO89+bHCYUEP3j7Bay3UQi0FKaohvf9K4wegTfcVL1L3Drn7ZW7FNSCofEs77tlI/duOcrr1vXx2VedURM5goI+dHsegI03wvr/Z6+9iBWROIhw0+f85xsPcN1Pn6IzEbFVCLNZsH2HSSlL5vsKId4N3C6V5PKwEEIH5gAHAGtBlj7jscLX/jbwbYB169a1XraJdZBkgqG0swnS/hPjfPDWJ3hw5wAvWTOff3/1mXUdlEyc4Mr0L3kocQkXVeOPhxmNR9B1yf8+sJvP/2YLXYkIN/3dhVywor5NSlnVkt4/fVJteJe8r/oXmYHPYPuREf7fTzay6eAwb7loGZ94xRpbrVTKIRkzrOrffARCEXjpv1b/Ik0mh5mczn/fu52v37eDxbPa+P7bL7bVpLMcTFKc2r2BjkdugOe8036hQCuaPPbH9p7g/T/ZyJ6Bcd576Sree+kq23V/isFszjyRTsEv3wedC+CFH6ntxZoYizOeyfFvv9rMjQ/u5dQFnVz/lnUs6bUfjF4MHUbtK3nwccTD31YxV30265xZ0WR3+p+29/OhW5/k2Giaz77qDN70nKVVu9WsaDcI0kRqAn75flU1+/kfrv6FhGjqnA+NZ/nEz5/mzicOcv7yWXz9jedWlaXYaDTq9L8DeCFwnxBiNRADjgF3AjcJIb6CCtJeBTzcoPdsGkS8k5jQGBsfZ25nHYSjSZBS8rPHD/Cpn29CAl+8ei1Xn9dX1w0EwEPfpl2Oc1P8tdgsFZdHJAGIplsWBwYn+NCtT/DAs8e59NR5/PtrzmzIDZSMR7g89Agdhx+Cl38F2nqqf5Emys+6LvneA7v53G+20BGP8K03n8dLTy8m6FaP9liEVYN/giO/hss+C13VBYAC+a72TSCH24+M8L5bNvL0gWGuPq+PT75yDV2J6l1LheiIRwihE/vtB6FjHrzwo7W9UJOIcVbT+e97tvO1+3awsLuNm//uQp5jo+eYHbTHIpx58DbVf+y137PXTqYYmnRYPr73BO+/5Ql2HRvjHZes4EMvPaXq+LpiSMYjCKmj/+J9hNvnwIs+UdsLNcnFNp7J8blfb+EHf9nDyfM6uP4t62w1o60EUzU8ddeN0L8Z3vBjew24iyGWbEoW25+3H+ODtz7BsdE0H3zJat71/JUtVY+gcQTpu8B3hRBPAxngrYaatEkIcQvwDJAD/sHpGWwAISOeJjU2DFTpZmkyToxl+NgdT/Grpw5z/vJZfOV1Z9dtVQHKH/3gN3iyYz1PazW4qoQwaoM0x6KykkJdSj7/mjN53bol9ZNCAx3hLB+L/IjR7tV0nPvW2l4k1pw4rENDE3zw1ie4f4cihZ97zdqGEvdZsRyvO/Z1Vfeo2gBlKxp8WOq65Lv37+ILd22lIx7hf950Hpef0RhSCOqw/OvwPcSOPAGvucF+YchCNIEY7zg6yvt+spGnDgzxmnP7+NSVjSGFJpZEh7js8PWqzteaV9X+QtHGHpYmKfz6759lQVeCm/7uOVxso/mwXZhzHj70OLz6O7UZQtCUitJWUvj29Sv48OWNIYUA4ZBgZXSA5+y7Hk55OZz6stpfrMH3eSqr8fnfbOF/79/NyrlJrn/L+oaQwkagIQRJSpkB3lTib/8K1KDZtw6RNmVNKYLkHPxhWz8fuvUJToxn+KfLT+Xa551UdQZLSTz8bUgN8qeT38ronhJNDSuhSbVBjo+m+fgdT/PrpxUp/PJrz2bp7AaQQgsWbf5fZof6uf+Mz7E+XONt0WAlQUrJ7Y8d4J9/sYmcJvm3vzqTay5oHCk0cfXET5mvHYaXXW+vB1cpNLB43r6BcT5825P8ZedxXnzaPP791Y0lhQCz5CAfjvyE4YXr6aqmBk4hGuhiM93HX/jNFtpjYb75xnO5osaA5HJ4b+57hGUWXvbF6jI1C9HAw3LbkRE+cMsTTSOFALPlAB+O/ITxvktoP7OKOl+FaCAptrqPF3a3NZwUmvhE5PsggSs+X98LRdsbZghv3DfI+2/ZyM7+Md528XKuu+LUhpHCRsC5ATYtRCShNrz0uDMI0kRG499/vZkf/GUPq+d38L9/cz6nL2ogw06PqOylVS/hRPeZjG3bW9vrxNobLrfftekwH739KUZSOa674lT+7rkNJIUmhg8x67H/4i5tHce7LmB9ra/TwIPy2Giaj97+FL995gjrls3iS689i+VzapTEy2FgF68YuZl7I8/jRSueV99rNYAgSym5ZcM+PvvLzcgmKIVWnPrk54mT4al1n2JdvSQB6h77vgEVU/jQrgFedOo8PvfqM5lns5dgVXj2Pl6Q/SO3db6Zq6tJ8S6GBhAkTVfZeV/+7TY6EhH+503ncvkZjSeFAOds/hJxMuy+6F84pa45b8y9vuXwMO//yRM8c2i4aaRQvdGveIF8hJ/PfSdX9djr01gSDagcb5LCb/z+WeZ3xrnxHc+pqVRHsxEQpCKItSsFKTvReoL0xL5B3veTjexssC9+Ch6+HiYG4PnXkdwcYTyjoemyeiISSzYsaHFoIsunf7GJ2x87wOmLurjp787mlAU1xklUwj2fRug5/jX3Rt5SrHmpXTTIqvzN04f46M+eZjSV46MvO5V3XNIEUmjitx9HJ8J/ht/Ci+p9rToJ0tHhFNfd/hT3bjnKhSf18sWrz2qM+7gYdt/PnJ138F/aq1gVqzNzts55l1Lyk0f28dlfPoMQgi+8Zi2vXdeAmMJiyGXgVx/kcGQRN8dfQx0aikIsqbL/asTuY2N88NYn2LDnBC9ZM59/e/WZNdVvs4Wdf2Dh3l/yn9qruSDRqDmvbb1ruuRbf3yWr/5uG91tUb795vN4SYNiCqchMw6//id2h5byq+Sruare14u1q9pZNcJKChsZU9gMBASpCGJJpc5kJ1pXTTun6Xz9vmf5r3u3M68zzo/+9jl1pbeWRHoUHvhvVful7zw6du4EVL2Mqhdtg3pS/Wl7Px++7UmOjqT5x0tX8Z4Xnkws0qRgvf0b4IkfI9e/n733zC/eyNIu6gzcHBrP8s+/2MTPHj/AGYu7+Mrrzq6qt1jV2Pl72PJL/rjwnew50gBFsg414c4nDvKJO54mldX41CvX8NaLlteVqVUWuga//idynYv5Rv9VfLZYw9pqUAdBOjKc4rqfPsl9W/u56KTZfOHqtc0jhQAPfROO7+C2RZ9jaLQB91SNc67rkhsf2sO//2oLkbDgq68/i1edvbg5pBBUxexf/xPpziV8o/9KTm/hnO86NsYHbtnIY3sHueKMBfzLq86oL/u4Eu7/Txjay3dnfZ6RbANeL5aEof1V/1shKbz+Leu4bM38BlxQ8xAQpCJIGAqSNtGavlq7jo3xvp9sZOO+Qa46exGfufKMqvruVIUN31Xq0QuuA6ZWXK2eICVh4kTNlzKWzvHvv1ZpvSvnJrn93Rdz1pKeml/PFu7+Z+iYT+h57yfxxz9P7U9VLSIxCEVr2jR/v/Uo//TTJzk2muG9l67iPS86ue70/bLQciqtv2cZG/veyPjeg/W/ZqyjajVhYCzDJ37+NP/35CHOXtLDl193FiurbBNTNR77Phx5iokrv0Pqlvj03lzVogZiLKXkF08e4hN3PE06p/HPr1zDW5pJCgFGjsAfvgirL2d39GLGBxpQgK8GgnRgcIIP36aSDp63ei6ff82ZLOxuq/9ayuHR/4X+zQxc/h3Sd8Tqu8/BQpDsK+a6Lvnhg3v4919vJhYO8Z9vOJsrz1rUPFIIqq/i/f8Bp7+a3SPnMjbRAIZUQ6yhlRS+7MwF/MurzqQ3Gav/WpqMgCAVQcJQkLQZrgotpeSmh/fyL7/cTDQs+K9rzuHKs2pIubYLLQcPfUv1ITIKA+a7u9ewgUTba7IsAB7ZPcAHb32CvQPj/O0lK/hgM1yJhdj1J9j9J7j88xDvJBkr0siyWlR5YIylc/zrrzZz00N7WTWvg++85fyZyeB48idw9Bl43Q9IHGono+lkcnp9Sl28OgXx7meOcN3tTzE0keFDLz2Fdz7vpOan9aZH4d5/hWXriZ35V3DLXdO7u1eLKonxwFiGT9zxNP/3lCKFX3ndWVX3DqwJ9/2rasD80n8j+eeJ+kkCVHVYSim59dH9fPYXz6DJ5iUdTENqWI19xfMRp74CuLf+OQ9HIRyzvd6tpPD5q+fyhavXMr8Z8WWFuPvTgICXfJbkL45wcHCi/teMttset5UUxiPhmSGFDURAkIogamSx6TNIkI6OpPin25TUfsnJc/jia9c236ra8kvVh+hlX5h8yKy4Oq3LuR3UkOafymp85XfbuP5PO+mb1dhaL2UhJfz+36FjAZyn0vqT8cjUZo61oIoD46Gdx/ngbU+w/8QE1z7vJN5/2eqZyeDQcvCnL6kWC6ddSfvAbkAlA9RFkGySw+FUls/+4hlufXQ/py7o5Advv4A1i5pTgXoaNtwA48fgxT8mHo0QC4dqW+uFsDn2lpBCgBN7YOOPVGPS2Stpj29hvBHjjrarNH9dL1uB/OhIio/e/hR3bz7KBSt6+dLVZzU8E7UkHv6WUrYv+zTJRJGu9rXCxpxLKbnt0f185hfPoEvJv7/6TN5w/gyQQoD+rarX3Pr3QncfyfjxfM/FehBL2trnrTXrXnDKXD7/mhkihQ1EQJCKwZBPxQw13vzN04f5yO1PMp6ZgfgLKx76H+hZBqsvn3yoo7CpYTWoMkj3qf1DvP+WjWw/Oso1FyzlYy8/bfL9m469D8Ke+5V6FFVEtD0Wrt+yjCUhUz52LZXV+NJdW7nh/l0smdXOT669qO5K4FVh0+0wsBNefyMIQdLSp6kuV66NA+P+Hcf48G1Pcmhogn944Ur+8dJVNbdPqBqZcbj/v+CkF8IS1TNb9eZqvpIynMrymV88w22P7ue0hV388B0X1F0JvCr86csgQqq9BKp6ekNUQ9PVlJsoWXjw/548xMfveIrxjMbHX34ab1+/Ymb2N1AZun/5utrjFp1DUleNGhpDisvPuSKFT3P35iM8Z0UvX3ptE5MOiuGPX1QE9uJ/BIyK+fUagKDGraVByxYtC9JSUthgBASpGKImQWpuVeihiSyf/aXaNE9f1MV/vP5sVjUzKNeKQ0/C3r+oBpWWPkTJSQWpVoJU+TPLajpfu3cHX7tvB3M6Yvzv35zPC0+ZV/371YOHv6UKA5775smHkmZPsnpQ4TPYuG+QD9yykWf7x3jThUv5yBWn1dxTqyZIqQ7LeaergnHk2xDUP/YOlcWoa9N6W41ncnz+11v4/l/2cNKcJLe9+2LOXTrDRVgf/Z5Sj4x4O4CORKR+UgxljYM/be/nn257ksPDKd7zwpP5x0tXNS/poBgG98HGm5RS2q16hZstlBqiGoJa8wUEaXA8wyd/vok7nzjIWX3dfPl1Z3PyvBlwJVrx8PVKPTLaaphtVhqnIBWf818+eZCP3/E0E60ghQDHdij16KL3QFIp8u2N2N9AZbGBmvOCQptHh1N85PanuGfL0daQwgYjIEjFEAoxQQLRhHLqJn6/9SjX/fQpjo6k+IcXruS9l66e2U1zw3dVe5Cz/3rKw/UpSOUtC4Cth0f4wK2qbcRfnbOYf37l6c0LQC+F4YOw+RfwnHdN2dST8QhD9QYxxotblemcxn/ds51v/v5Z5ncl+MHbL+B5q+fW9161YNcfoH8LvOp/Jl0ipoI0kmpgZo+laeujewb4wC1PsPv4OH+zfjkffumptMVmuBicritSvPQiWHrh5MPJWCMJ0tR5H02rXmI3PWQkHfz9es5udtJBMTzyHZCacrUYmIw1bIRqCAZRyBs5ZtLB8dEM779sNX//gha0jdByauwnvQAW5/utTWlYWw+i0+u+nTCSDn755CHOWtLDl1971syTQlBrPRSBi/+/yYeSsTBZTZLOafWpttY+dAZBklLy840H+dSdm0hlNT7xijX8zcUz5AlpIgKCVAKpUBuRXOMJ0nAqy7/88hlu2bCfk+d18D9vbsGmOXECnroVznjNtI71yXoIknkopoYnrRYTOU3nO3/exVd+u43OJheDq4hHv6dUjvPfMeXhZCzMoXqDGGMdMLRvykNPHxjig7c+wZbDI7xuXR8ff0UL6348fD209cLpfzX5UHebupbhBhOkVFbjq3dv4/o/7mRhdxs//rsLuWjlDMSXFcOz98CJ3XDpJ6c83BGPMFrvuGEaQfrLs8f50G1PcGBwgr977go+8JIZSDoohmwKHv8hnPIy6MnX/umIqzlvKClG7W+f+/WWyaSDG956PmcsblHbiG2/huEDqlq4BR3xBpJiS923lsWXFSI9Cht/rO7xjjxpNVXDsXS9BMkgfKlh6FpE/0iaj9/xFHdtOsK5S3v40mtnKOlgBhAQpBJIhZJEc42NQbpn8xE+fsfTHBlO8e4XrOS9l65q7qYppUq7Hj0Ko0dgrF/9vO03kJ0o2nerriDtRI/6nhqcQpCe2DfIx+54iqcPDHP56Qv4l786o3nF4CpBy8Gj34dVl0HvSVP+1BDL0nJQjmdy/Nc9O/jOn3bSm4zx3bet40WntrDux9AB2PorZVVG88GSPYaCULd6Zqku/Oftx/j4HU+x+/g411ywhI+9fM3MxZcVw8PXQ8d8OPWVUx7uSEQYGMvU//qxDhg+wOB4hi/ctZWbHtrLstnt3PLOizh/+QzGlxXimZ+rPeD8v53ysDnng+N1jt245+XECX7z1CE+decm+kfTM5t0UAoPXw9dfbDqpVMe7miUghTrgKH9HBlO8elfbOJXTx2e+aSDYnjyJyoO8vy/m/JwV5tJirP1pdgbqpE+foLbNuzj33+1mbGMxkeuOJW/bUangxYiIEglMBHuIqkNNeS19g2M8+lfbOLuzUdZNa+DbzZKas+lVXbK4F6VjTa0Xx2CQ/uU5TR0QLm8ChFpg5f8Cyw4c9qfEtEQIQGj6RoOS7PZZ2oQUNbkl+/ayg8e3MPcjjhf/+tzedmZC1obrLfjdzB6GM798rQ/9bRFOTFeL0lQBOm3mw7z6V88w4HBCV57Xh8fe/lp9LS3uO7HxptA6nDe26Y8bG6cQ/UelgZB+tIvH+VrWzpYPrvdGS0Ehg6oeb/k/Sol34LORJQ9x+uv/i5jSUZHBrn0y39gcCLLOy5ZwQdesnrSam8ZHv0e9K6EFc+f8rCpGg7WS4oNBfobv36UL+4dYc3CLq5/y7rm1y+rhIGdyp38wo9DQW9FFZhff7CynuhmfO9GLv3yH8hqOh98yWqufd7KmQ2VKIZHv6f2dqN0i4nepJrzgbEMy2bX0bYooeb883c8yLcOr+a8ZbP43KvPnLn42RlEQJBKIBXtpj1zpK7XGE3nuP6PO/mfPzxLOCT4yBWn8jfrV1R3A+macg0cfxYGnp36fWifOvBMiBB0LoTuPlh4Npz6CuharGTWjvnqe3KuIjIlSIoQwlBSathADMtCGzvBjx/cw3/cvZ3jY2necuEyPvDSU5xRTv7R70FyHqx+6bQ/9XbEmMhqTGS0mmNkBnJxOsZOcO0PN3DK/C5ufVeLFQQTug4bb1Q1rwqUM/OwrEdBSmU17to8zFXAxh17+ccXXcnfv/BkZzSeNInhOdP7ac9Oxjg2WsSIqAKP7T1B/84U548NsGx+Oz981ZmtVRBMHNsBex+AF//ztBT8RihII6ksNz48wLuBQ4cP8dGXXcnb169ojVupEBtvUvthQYwlqPW+s7++8Ik/be/n6NYUV6QGOGdpD//yqjPqIx2NwqEn4PCT8LIvTdvjTQNtsA4j8Phomh890M8/AmNDx/jC1Vdz9bl9ro81KoWAIJVAOtbNvNEdNf1vKqtx44N7+Mbvn2VgLMPL1y7k4y8/rXxdIylh5DAc3QRHN8ORZ9TP/VtVcTcT8S51wPWtg7PeoKzDWcsUEepcOM1aqgVzOuL013Bo6PFuQsC/3f4ANwymOX/5LG54qwOsyfEBOL4Ddv9ZuRdf+LGiQeSzDdn5+Fiavlh1mRf7T4zz1d9tZ86Tw3wkkuFTL1nKm55/RnOrYVeDZ36miPYLPzbtT/FImI54hOM1uJoyOZ07Nh7gP363jeTwEFfF4UtXLGLB+lMacNENQGZckeLlz4XeFdP+PKcjxkgqRyqrVU3mdhwd4Yt3beWuTUf4SHs7LxWj3PZ35xOKOqRC8CPXgwjDWddM+9Ms47AcGKv+sJzIaPz44b18/b4dTIwN8+4EfOh58+h+Xp2NbxuFzBg89kNY+aLJrD0r5nbGeWhXbb3Entg3yJd+u5U/bT/GdR0dtIs0P3jzmYgq94um4eFvQzgOZ07vstc7OefV3+ej6Rzf+dNOrv/jThLZE/xjHD76wgW0r6uz8a3DERCkEpCJ2cySw6QyORI2ZfKBsQw/enAPP3hwD/0jaS45eQ4ffOkp091p6RGDBG1S1YyPPKO+T1hu2o4FMH+Nih2YdxrMPlmRoeSckupPozC/K86RoVTlJxpI5zR+9tgBbvrDs9wJzJEnuP4t63jxafNmzp2m5QylbTsc2wbHtitSdGzb1PYXi8+brAtSiNlJFRd1fDRD3yx7G95T+4e4/k87+b+nDhEOCb60ehXshL85KwmtCtAceNYy/u3qMzmyCRaeBae/uui/LehOcGjQ/pyPpXP8+OG93PDnXRwaSrG2r5tPXHUp3AILwi1q8iwljBzKj/nYDlXKYng/vPpbRf/F7IF1fCzD4p7KhVmllDy0a4Dv/Gknd28+SjIW5v2XreZt7efDXbcQSg1AtElNR8tB15Sr3Zzz/s3w+I1w7lugc/r1tMfCdMYjHBm2P+eD4xlufHAP371/NwNjGS48qZePXrEOvhenWx9s4GCqxMSgUtSPG2t+1x+VG/153y/69HmdCQbHs7azuaSU/GFbP9/6w07+svM4Pe1RPvGKNbwldhh+dSNiYiCf+j6T0DXlRTi2Q4376CZ4/EcqtrRtegmNOZ1qrR8dsW/8Hhqa4Hv37+amh/cykspxxRkL+MBlF8O3IrRnGtCqxuEICFIJiN5ltB9Ms+fwAZYtXVbyeTlN54Fnj/PzjQf55ZMHSed0nr96Lu98/UlcfNIsGNgFm35vIUNPq4PcRKxDEaDTXgnzT4d5a9RXskXZPsCCrgSP7C7fU01KyTOHhrl1w35+vvEAJ8aznLGoCy2V4J3ntBFqRhNCKWHsmIovOL5dHQTmYTiwC3SLNZycC3NWKzfjnFXq59knw6wVJSv+mvU69gyMl1W9hsaz/PKpg9z+2AEe3XOCjniEv7l4Oe947goW9kdhJyoYfnaTLOopG+P2qYRgxNpTTUDPEpi9Ci54J1z0DyUVxoXdCQ4Nlc/gk1Ly6J4T3LphP//31CFG0zmes6KXf3v1mbxg9VyElCq1eLQ+13RFpEfVgWAlgMe2q0PSWpoj2q7m4IovwPJLir7Uwm4VrL5/YLwsQTo2mubOjQe57dH9PHNomN5kjH+8dBVvvWiZIlnPbFZPHD1SlJA0DKYaOmXcO9Q9oVmUgUS3Ck5+8aeLvowQgsWz2th/onz8laZLHtp5nJ9s2Mevnz5MJqfzwlPm8vcvPDnvOu7uq7nFkG3kMhYDaHt+/o/vUMknJkRYZeu99N+nlHOwYn6XIgqHh1Jl3WKHhia4/bED/PTR/ew8NsaCrgQfe9lpvOGCJXQmorDVUKeGD6nPoFkYH8gTQHPejxthFtYY03iXylZ84UeLvkxHPEJvMsbegfJznsnp3Lf1KD977AB3bz6CLiVXnLmQdz7vJNb29agndS1SsX3NhJZVpL+9tyjhmwkEBKkE2uepOI1je7dMI0jHR9M88Oxx7t9xjLs3H2FkdJTTEsf5xMkpLl8wypz0Prj3Gbh5s6owC8ofPvtkWHSOioWYd7pSiLqXli3R3wqsnNvBHRsPMjSRnYxPAaUaPLb3BPduOcq9W46y5/g4sXCIy06fz19fsJSLV85GfK0PhvbW/uZWEjSw0xJ3ZfyetqgToag6AK1EaPYqmHNyTTfUstntCAE7jk7NXpRS8mz/GH/Y1s/vtx7loZ0DZDSdk+d18LGXncbrL1iSj6/KLlffB56FZRfV+CGg0rMH9yjid2LX1O+De6YehvFuNeYVz1PfZ69Sn0XvSZNVwithxZwkP310PzlNnxJDMpzK8siuAe7efJT7thzl8HCK9liYl525kDc+ZynnWIs9CqEOp4GdtY8b8mvgxO7pYz+xq4CAWUjgsovVPWaug65FFdVWM7B029HRKS1udF2y5fAIf9jWzx+2HeWR3SfQdMmZi7v5l1edwWvO7Zsap2a6745tV0pdrdB1RXIHdk0f/4ndU5tBh6LqfWevglUvsaz/VdA+u+LYl81uZ+vh6VXfj42mJ+f83i1HODGepSsR4Zrzl/CGC5ZOrwDes0Qli9SL1JCRdLLH8n23IkEn9qhaTiaSc9VYV19ujNtY97OWTwvEL8RqY863HB6ZQpByms4zh4a5b0s/9245whP7VZLOBSt6ec+LTuYVaxdNjR81Y/kGnoUl59c+bl1XyueJ3dO/Bp6dqoCHImqMs1fByZeq7+aaT861NefP9k/Pzj46kuJP244Z672foYksczpi/M365bzlouXTiz12L1HkpV5kxoxx7rTc58bPZoztX31LhZO0AAFBKoGlp18I98LAI7fwh2gvR/uPcvzQbiaO7SU8dpiFDPCq8Ak+FD1Kb+IoAgm7UV/JeUoVWvd2pQrNXwNzT7V9WLUa5y1Xh95/3bOdhd0Jnu0f5fG9g2w7MoIuIR4JcfHK2fzdc0/iFWsXTs3OWngW7Hlgem8mXVNS+Phx9TUxoGKuzGy74QPKCh0+ONUqEiF16PauhL7zFSHqPUltCj3LGhJzZSIRDbN2cTd3PH6Ahd0J9g2M89SBIZ46MDQZ2LhybpK3XLSMq85ezBmLu6a7EHtXKOXi4OPTg4KlVHVTJk6or/HjyvocOWh8P6TGP3JIfTbI/P9Gk+q1554Cp1yePxBsboyVsG55Lz/4yx7++94dtMfCbD86ysZ9g5NkMRkL87zVc3nxafO5/IwFpat/zz9djV3K6dek5VSGozn+0SP58Y8czo99+OD0CsVdi5X6t+qy/AFRJQkshkXdCRZ2J7jlkX2EhWD38TGe2j/E0weGGDFSwU9b2MW7nn8Srzp7celMndmrlHpxaGPR+A+yqfzYxweUC8icc3O+hw9OX/+hiDqMelco46r3pPzY61z/F6yYzV2bjvCdP+0kldXYYcz5biOrrysR4UWnzuOyNQu49LR5pWO05q1RhWezE9PnQko1lxODMHYURo6oeR89osY8elTd+yd2T2a/TiLepeIrF56laraZZGD2ymkVnKvBqQu6SERD/PAvezg6nGLXsXGeOjDIUweGSGV1hICz+nr4wGWrufLsRaVVplnLVbzPwY3FD/BcRpG+1KBSucx5nvwy5n5w71SDR4SUItWzzGL4mQRwWckivHZwwYpevvOnXXz/gd2MpLJsOjjMk/uHOGDUf5vTEefS0+bxyrWLeO6qOaUD7uefrly4uTRECkq26Dqkh9Q6n1zvR4z1fSB/jw8fmEr4QRm2vSepvX7t69W6X1qHoVknhJSy8rNmEOvWrZMbNmxo9WUAsO0rL2X18IPTHtcJkUvOJ9qzGNG7wli8xo3bu3JKFWE3Qtclb7rhIR54Vlku3W1R1vZ1c86SHs5ZNosLV8wuneX15K1w+98qVSccUxZCasi4EYqsNRFWln7XYvW9e7GqXdK7Qn2WPUsrWoSNxG83HeY9Nz1ORtMJhwSnzO9kbV83Zy3p4ZKT59grm3/r21Sl7r7z1caXGcuTAutGaEWiGzoXQddC9b1niSIEvSvU9ybHnqVzGq/+xgNsOqgUujkdMc7q6+HsJT2ct2wW5y2fZa+43OM/gp//vTrUIgl1aKYG1QGZLhGbFIqomLuuhSrRoGuxOgjM8fcsm1K3qdG4+eG9fPRnT6FLiIYFpy3sYm1fN2cvmcVzV82x32DzR6+Dnb8vPu+5Eu7LSMIY86L8d3POZy1X5KiBRoAVg+MZrvza/ZMulwVdCdb2dav5XjaLs5b02Esy2PVH+P4r1T2fnKcIUWrQIAfDU5UfK9pn5+e9Z5mac+v3tllNW/P/fc92vvy7bYAy+NYs6uLsJT2cs3QW61fOnoxNq4ib3wjb7lK9/fScii+dGFTjz5ZwZYXjyg3buVB9n7VMzbX51b2kLhJUDvsGxnnNNx+YjENaNrudMxd3s7avm4tXzmHNwi57GWk77oEbXw3zz1BENjturHeDFFmzq61IzjXW+iJj3zfWe+9Jas3XQXxrhRDiUSnluqJ/CwhSacjMOAceuh2yE8zqnUtyTp+a0OS8pm1aToGuSw4MTtARj9DTHrUfbK3r8MB/wp6/qIMv1q4O//bZlq9eVc3ZLD8QsnHwziBGUlkGx7PM70rUVtNk5Ajc+xnlFojElaLUNmv6V3uvsUkubE2QZwE0XXLgxATd7dEprtWqoGvwhy+oRsAipBSFRE/x8Sdnq40yObflbubB8QxjGY35nfHa09SH9sM9n1WKQCSmVL+2WWrTnxy38bNJDBI9TU+6KIdMTufg4ARzO+P19QR85Duw6Q51MMY61D0/5atL7Zud89XYO+Y1jQTYRf9IGk2XzOuM156mPnwI7vmMUsDCEUUWEj1qnhM9auxtPcrAMQlRi+c8q+kcGkwxpzNWe50uKeEvX4Otv1FjibarPaytN7+3WX/umKfGX6g2OQBNJ0hCiLOB/wESQA74eynlw0Kdqv8JvAwYB94mpXys3Gs5iSAFCBAgQIAAAbyLcgSpUWbbF4BPSynPBj5p/A5wBbDK+LoW+GaD3i9AgAABAgQIEKBpaBRBkoAZeNMNmLnGVwE/kAoPAj1CiBZ1KA0QIECAAAECBLCHRgXS/D/gLiHEl1Ck62Lj8cWAtbX5fuOxQw163wABAgQIECBAgIbDNkESQtwNFKuA9jHgUuB9UsqfCiFeB9wAvLiK174W5YJj6dKldv8tQIAAAQIECBCgKWhUkPYQ0COllEZg9pCUsksI8S3g91LKHxvP2wq8QEpZUkEKgrQDBAgQIECAADOBmQjSPgg83/j5RcB24+c7gbcIhQtRxClwrwUIECBAgAABHI1GxSD9HfCfQogIkMJwlwG/QqX470Cl+f9Ng94vQIAAAQIECBCgaXBcoUghRD/QgMY+ZTEHONbk93A6gs9AIfgcgs/ARPA5KASfQ/AZmPDD57BMSjm32B8cR5BmAkKIDaV8jn5B8BkoBJ9D8BmYCD4HheBzCD4DE37/HJzVRj5AgAABAgQIEMABCAhSgAABAgQIECBAAfxKkL7d6gtwAILPQCH4HILPwETwOSgEn0PwGZjw9efgyxikAAECBAgQIECAcvCrghQgQIAAAQIECFASviJIQojLhRBbhRA7hBDXtfp6ZgpCiCVCiPuEEM8IITYJId5rPN4rhPidEGK78X1Wq6+12RBChIUQjwshfmn8vkII8ZCxJn4ihIi1+hqbDSFEjxDiNiHEFiHEZiHERX5bC0KI9xn3wtNCiB8LIRJ+WAtCiO8KIY4KIZ62PFZ07o0Cv/9lfB5PCiHObd2VNxYlPocvGvfEk0KInwkheix/+4jxOWwVQry0JRfdBBT7HCx/+4AQQgoh5hi/e3Y9lIJvCJIQIgx8HbgCWANcI4RY09qrmjHkgA9IKdcAFwL/YIz9OuAeKeUq4B7jd6/jvcBmy++fB74qpTwZOAG8oyVXNbP4T+A3UspTgbNQn4dv1oIQYjHwj8A6KeUZQBh4A/5YC98DLi94rNTcXwGsMr6uBb45Q9c4E/ge0z+H3wFnSCnXAtuAjwAYe+UbgNON//mGcZ54Ad9j+ueAEGIJ8BJgr+VhL6+HovANQQIuAHZIKXdKKTPAzcBVLb6mGYGU8pCU8jHj5xHUgbgYNf7vG0/7PvCqllzgDEEI0Qe8HPiO8btAtca5zXiKHz6DbuB5qIbSSCkzUspBfLYWUF0E2ozq/+3AIXywFqSUfwQGCh4uNfdXAT+QCg8CPUKIhTNyoU1Gsc9BSvlbKWXO+PVBoM/4+SrgZillWkq5C9UZ4oIZu9gmosR6APgq8GHAGqTs2fVQCn4iSIuBfZbf9xuP+QpCiOXAOcBDwHxLb7zDwPxWXdcM4T9QN71u/D4bGLRsin5YEyuAfuB/DVfjd4QQSXy0FqSUB4AvoazjQ8AQ8Cj+WwsmSs29n/fMtwO/Nn721ecghLgKOCClfKLgT776HMBfBMn3EEJ0AD8F/p+Uctj6N6nSGT2b0iiEeAVwVEr5aKuvpcWIAOcC35RSngOMUeBO88FamIWyhlcAi4AkRdwMfoTX594OhBAfQ4Ul/KjV1zLTEEK0Ax8FPtnqa3EC/ESQDgBLLL/3GY/5AkKIKIoc/UhKebvx8BFTIjW+H23V9c0A1gNXCiF2o9yrL0LF4vQYbhbwx5rYD+yXUj5k/H4bijD5aS28GNglpeyXUmaB21Hrw29rwUSpuffdnimEeBvwCuCNMl8Dx0+fw0qU4fCEsVf2AY8JIRbgr88B8BdBegRYZWSqxFBBd3e2+JpmBEaszQ3AZinlVyx/uhN4q/HzW4Gfz/S1zRSklB+RUvZJKZej5v5eKeUbgfuAq42nefozAJBSHgb2CSFOMR66FHgGH60FlGvtQiFEu3FvmJ+Br9aCBaXm/k7gLUb20oXAkMUV5zkIIS5HueCvlFKOW/50J/AGIURcCLECFaT8cCuusdmQUj4lpZwnpVxu7JX7gXONfcNX6wEAKaVvvoCXobITngU+1urrmcFxX4KSzZ8ENhpfL0PF4NwDbAfuBnpbfa0z9Hm8APil8fNJqM1uB3ArEG/19c3A+M8GNhjr4Q5glt/WAvBpYAvwNPBDIO6HtQD8GBV3lUUdfu8oNfeAQGX+Pgs8hcr6a/kYmvg57EDF2Jh75P9Ynv8x43PYClzR6utv5udQ8PfdwByvr4dSX0El7QABAgQIECBAgAL4ycUWIECAAAECBAhgCwFBChAgQIAAAQIEKEBAkAIECBAgQIAAAQoQEKQAAQIECBAgQIACBAQpQIAAAQIECBCgAAFBChAgQIAAAQIEKEBAkAIECBAgQIAAAQoQqfyUmcWcOXPk8uXLW30ZAQIECBAgQACP49FHHz0mpZxb7G+OI0jLly9nw4YNrb6MAAECBAgQIIDHIYTYU+pvgYstQIAAAQIECBCgAAFBChAgQIAAAQIEKEBAkAIECBAgQIAAAQrguBikAAECBAgQIIB7kM1m2b9/P6lUqtWXUhKJRIK+vj6i0ajt/wkIUoAAAQIECBCgZuzfv5/Ozk6WL1+OEKLVlzMNUkqOHz/O/v37WbFihe3/C1xsAXyHkVS21ZfQMui6bPUltARDE/6c87F0jkxOb/VltAR+Xeuj6Rw5bWbnPJVKMXv2bEeSIwAhBLNnz65a4QoIkk+x/cgI/3n3dqT01yZydDjFOZ/5HQ88e6zVlzLj+OGDe3jBl37vuznffWyMcz7zWzbuG2z1pcw4Xv2NB/ive7a3+jJmHNuPjHDqJ3/DrmNjrb6UGcdLv/pHrv/Trhl/X6eSIxO1XF9AkHyK3zx9mK/evY3BcX9Z1gPjGXK6ZMuhkVZfyoxj/8A4ewfGfaemHBtNo0vYeni41Zcy4zg6kmKLD8d9YHCCTE5nyyH/jb1/JO3LOW8GAoLkU2iGinBoyLlBdc2Appvjnmjxlcw88mP365z7a9ygxu7Hces+3d9A7e1+HHczEBAkn8L0zx8e9hdR0A3XvB83EJMUH/bZ2P06bgBd+nPcZgjO4WE/jl36cs4/+9nPcsopp3DJJZdwzTXX8KUvfanu1/RtFtue42PcumE/779sNaGQs32nzYAZv3hw0F83kq8PS58qKb4mxbrk+FiGVFYjEQ23+nJmDH5VDScN36EUUsqWxAV9+hebeOZgY118axZ18alXnl7y74888gg//elPeeKJJ8hms5x77rmcd955db+vbxWkezYf5Wv37eDAoL8UFBN+JQp+lt5NUnzYZ+5F3adrHfJjPzqcbvGVzCzk5Jz7c61nNJ2BsUyLr2bmcP/993PVVVeRSCTo7Ozkla98ZUNe17cKkrmQDg5OsKS3vcVXM/Pwr5qgxn1kOIWuS1+ph76NO5P+jTvTLWNfOts/+5zf1zqosc/uiM/4NZRTetwG3ypI2mQMjr9uIBOaT2OQzHHndMmxMX9Z1bpP17w57uFUjrF0rsVXM7Pw6z6nFRhCfoFuKX/kJ8V0/fr1/OIXvyCVSjE6Osovf/nLhryuLYIkhLhcCLFVCLFDCHFdkb+/XwjxjBDiSSHEPUKIZZa/vVUIsd34emtDrroB8GsMjglz/H62sPy0gYB/4zI0ywHpJ6IgpfTtfW4qZ1lNxWD5BVMUJB+t9fPPP58rr7yStWvXcsUVV3DmmWfS3d1d9+tWJEhCiDDwdeAKYA1wjRBiTcHTHgfWSSnXArcBXzD+txf4FPAc4ALgU0KIWXVfdQOg+1h2h6lxGX4qHGgdqv8ODfXdb8TQKiD4aezSp+MG/yop+hQD0F9n2wc/+EG2bdvGXXfdxZ49e2YsSPsCYIeUcqeUMgPcDFxlfYKU8j4p5bjx64NAn/HzS4HfSSkHpJQngN8Bl9d91Q2AaVX6VUEyxz+e0RhO+cftMEVN8NHGCfnNczSd81W7Fb0gLsMvmBqP4q/D0q9jt7oT/bTWAa699lrOPvtszj33XF7zmtdw7rnn1v2adoK0FwP7LL/vRylCpfAO4Ndl/ndxNRfYLPhdQSrcQLrb7Hc4djMKgxj9hEJy2JnwyZzr/rSqfW0M+NSt6uc5v+mmmxr+mg0N0hZCvAlYB3yxyv+7VgixQQixob+/v5GXVBLWehF+hPQpUdB9eliCf8mhVUE6GIzbF7CudT95CfwcY9kM2CFIB4Allt/7jMemQAjxYuBjwJVSynQ1/yul/LaUcp2Uct3cuXPtXntdMBeSWUTNb9B0iZnh7qcbyeRH7bGwr0gCKFLcZhQL9NOcm1Z1eyzs23EfG02Tyc1sh/dWwrzP26JhXxlCZuyVub/NZHyp02NZa7k+OwTpEWCVEGKFECIGvAG40/oEIcQ5wLdQ5Oio5U93AS8RQswygrNfYjzWcmg+DeIzoekwpyOOEP5SE8xDY3FPm6+kd1BjX9iTAPw15+ZhubinzbfjllI1rvULTKV48Sy/zbkad9+sNiayGsMTMxNfmkgkOH78uGNJkpSS48ePk0gkqvq/ijFIUsqcEOI9KGITBr4rpdwkhPgMsEFKeSfKpdYB3GqUNt8rpbxSSjkghPgsimQBfEZKOVDVFTYJcor8PMHyOckWXs3MQ5eSeDTE3I64vywsmd84H3j2eMvK8bcCmg6JSJg5HXFf1b+yHpZP7Bts7cXMIKzj3n50lMNDKfpm+aNYpNUQ2n18rMVXM3OwjnvbkVEODU/Q3d78WMO+vj7279/PTIXI1IJEIkFfX1/lJ1pgq5K2lPJXwK8KHvuk5ecXl/nf7wLfreqqZgDWYLZDPvJRm9ClJCQEC31mVVs3kExO58R4lt5krMVXNTPQpSQUgoXdCX/NuczP+e+39vumL5l13OA31VCNfVFPG3/Z6R9DyGoAgprzUxd0Nf19o9EoK1asaPr7zDT8W0lbSmJhNXy/uVpAEYWwECzsSvjKxVi4gRz0US8+Xao5X9Dtrzk3SfEigyj4Zey6T8cNU11NpiHkB/h1rTcLviVIui5JREPMao/66pA0odQEdVj60bL0o1WtGb3nFnYnfLXmpeWwBOVS9wNMkXxWe4z2WNg344Z8jKl5n/tlvZtzvrA7QUjAIZ+Mu1nwL0GSEA4JFnb7y8VkwlSQFvUkGE3nGJrwi4WlvpsNiv2ycUJeQVrU08Zwyj/FIk2r2pzzAyf8Meemiy0cUkTBL+OGvCG0pFcRpAM+uc/NccfCYRZ0Jdjvk3E3C74lSJqUBkHylzVtQpcgBCzu8dehYbod5nbEiUdC7D8xXuE/vANV2kFMKil+OTQ0w6r227jNtR4SgsWz2nwzbvAxKZ6ccxVG4JdxNwu+JUi6bgYp+8vFZELXFUE0Dw2/EAXTqo6E/Xdo6BJCobzbwS+bp0kUEtEw8zrjvhm3ZiVIPX5b63lDqC0a9s3YJ+c85L85bwb8S5DMLK7uNoYmsoyl/dOPDPIK2mK/WdWm28E8NHxyWEKeFPt6zn1EiifHbcz54HiWUZ/sc7ouEQKEOec+uc/N6jXmWj80lCKn+adAaKPhW4Kk6UxRUPzmZjPdLbOTMRLRkG82EN1iYfX56LAERYpDQjAnGScWCbHfJ3OuWYhC36x234zbJEghY9zgH9VQM+LtAF8pKYVrXdMlR0bSFf4rQCn4liCZNWHMjcMvm6YJKZWfWvhMfi90Oxwb9U+rGdOtHAoJ+nyknukFc35oaGJKTz6vwhQOTLUU4MCgT1zpuppvULFnvgkhMNa1ii/1lyu9GfAtQTKzuJb4LAbHhGa4WwAW+8iq1iwStN/IsZm5CSqA0y8ZLiZRMANXs5rkqA+samvA7mSAuk/WujQMYFBzfmI8y3jG++7FQrcq+IcUNwO+JUhmDNKcDn+5G0yY7hbwlwQtJ90O+C4Wx3Srgpn27Y+N03po9PlISbG62OZ2xImFQz4ixVNdbOAPcmgqo1bVcP+A98fdLPibIIXy7ga/ESTdoiD1zWpjYCzjCwvLtKrDIeGrjRNMo0D97Cf3oi7zAbv5rE3vz7k1OD0UUjXP/LLWrQbg5Jz7gBxqFlKciKq+i34xAJsB3xKkKRaGj3zUJvQiG4gfNs/JDUQI5ncliISEL9QEmOpW7fNRAb3Cex38QZCsxgCY+5z3xw1GvN2kAegfV7o+6U7Oz7kf7vFmwccEiSk3kB9uHis0mR//pBTrgxvJGrAbDqk6WH6Ze1M1BX8VCNUs426PRZjVHvXFoWF1sYG/XOnWeDvTveiXtQ6qejrgS+9II+FbgiQt7oa+WW0c94mLyYSuS8KT4/fPYWkmL4Wth4YPxg3GoeFDJcXM2DThl7o45lrPu1Xb6R9J+8KtanWxhQxDyA/kULco5JBXkPyQtdkM+JYgmYUSAV/FJZiwulvmdcaJhoUvxm/N7AF1aPhh4wQzSFv9PL8zTtgn7kWriw38o6RoloBdyJNiP3QO0C1rHfyTlKAXulV72sjkdI6NeT9rsxnwL0HSrTE4po/a+zeQCRW4arGwuv1xaFgDdkEdGkeGU2R9UG1Ws8RlRMIhFnb7I2jXOm4wXerjkxmNXoW1KCrgq7ZCVgMQzFpI/ljrgC/jS5sB3xIkq+y+xIcKki6nWtV9s/xhYRWqCX2z2tAlHPaBVS3ldCXFD2tel1MPy8U9baSyOgNjmRZeVfNhraoMPkt3l3mSAEopPjqSJp3ztnuxmIsN/HW2NRK+JUhWC8OPtZAKLSz/HJZMVROMQ2OfH8hhIVHwiVVtzdgE/xwahTFIC7sThIT3xw1FSPFkSylvG0LFYizBH3PeDPiXIBUE8alof+8fkiamEYVZysLyegBnoXK2pFe5V/cNeH/uNT3vWgRY2tvOkZGU5+fc2nYC1LgB9np8zvUCd0skHGJRT5vnxw1T4+0gP+dev8/zpR3U752JKLPao76Y82bAtwRJL1RQfGJNm7AWDQRYNts/G4h13Au7VS2kPce9PW4wrer878tmtyOl961Lda/nf/cLQSqsgwRqzr0+bpha2gHy+9sej4/ddLFNMYRmJz2/rzcL/iVIBbK732ohFcbiLDU3EI8ThcKA3Ug4RN+sNs9vnDBdPcsThbFWXdKMQCsYdzIeYU5HnL1eX+sF8SgAS3uTviBIhfF28zrjxCMh9h73+FovyFwEWNbbzh6P3+PNgm8JklbgYlrSq9ptjKb9UQtJLyAKy3r9YWHJgtgEUBaW1w9LmE4Ol/YmAe+TYmvGpomlvW2ePzRkUYLUzsBYhpFUtlWXNSMojLEUQrC0t90Ha119D4emzvnBQX9k6jYaviVI1kKJAMtnm4eFtzdNE4VWdW8yRkc84nkptnDcYFhYPph3XZ+qms7piNEeC3v/0NCnk+JlPiDF5nlY6GID75Piwng78Id7sbC0AyjvgKZLX2QvNhq+JUiFFsaku8HjG4eJwiDtvIXlbaJQauMcTuUYHPd+2ncxq9r7pJjpqmFvO4eGU55O+y5sOwH+ib8qjLeDvHvRy/Wv8m7V/GPLfDLnzYBvCVKh7G5aVrv9QpAKgpVBfQZed7EVBuxCPpPN6xtIYW0Y8M+cF1vrXg9QL8xiA/8oSIXxdqDGPp7R6B/1blXpojFIpnfE4/d5M+BrgmRdRJ2JKHM6Yp5XUEwUqgmgpNj9AxOTN5kXUWrjBB8cGkXI4dJe5Xbwcq+mwoQMyM+5lxXjwqKBoPa53mTM+4H5BfF2kE9E8bJiOhl3Zhm7XwLUmwHfEqRCFxuow2K3TxaRpk8/NJb2tpPRdA4Pe7eYWmH6L/jH7aAVIQpLZyfJ5HSOjHh4zovc66Zq6GWDqFiaP6ixe32tFyPFS3u9bwgVU5BCIcESHwSoNwO+JUiyIAYHVKC2ly1KK2SRuIxlvd4PVC8MVAZoj0WY2xn39LillEZ7nekB6uB9JaVw3HM74ipA3cNEQS+iJoCZlODdccP0Miag2goJ4XGCNFk9ffqce50UNwO+JUiaLBaXkOTgkPcrC8P0gongD7dDsYBd8P6hUSz9F/xRQK+YguSHAPXJLLYi7sWDgxNkct5N+1ZJKFMfi0fCLOr2diXxfBbb1MeXGhl8Xg5Qbwb8S5CKWBjL53jfR22imKtpsqq0h8dfWEHcxFKPpwCXcrcs6mkjHBKeJsWFGZsmvF4XJ68gTX18aW87uoQDg94OUC9mCHk9U1eXxe/zZb0qQP3YqLczdRsN3xKkwkKJ4A8ftQm9CEE0q0p7mSiU2zgPD3tXPcy3IJj6eDQcYnGPtyuJlyLFZl0crwaoFwvSBktWk4eJQrF4O/B+LaRi1dMhP+deD85vNPxLkCTTNk2zWKQfArULu12b8HpV6WLB6eD9tO9iwZsmlva2ezrDpZhaDGrc6ZzO0RFvpn2XmnM/JCUUizUEFaB+bNS7HROKlXYAa1KCd+e8GbBFkIQQlwshtgohdgghrivy9+cJIR4TQuSEEFcX/E0TQmw0vu5s1IXXi2Jp7j3tUboSEc8vIiklupxeMBGUFLv7+JhnfdXFAnYhb2HtPuZNolBKegdFDncf9258QrGUb8jP+S6PzrmmFw/SntcZpy0a9uy4QRnAxda61zsmFKueDqqVVkh4d39rFioSJCFEGPg6cAWwBrhGCLGm4Gl7gbcBNxV5iQkp5dnG15V1Xm/DUMzCEEKwbHbS0+4GsATsFiEKK+YkGUnlPOurLrVxnjRHbZw7j43O9CXNCHRj4yxGDk+a28HQRJaBMW/OuZTF1/pJc71NkGSJwPxQSLB8TtKz44bSSrE55zv7vTn2vFt16uPxSJi+We3s9PCcNwN2FKQLgB1Syp1SygxwM3CV9QlSyt1SyicB16RFFFOQwKgs7FHrwkQ+YHf63/IbiDeJQik1oac9Rm8y5tmNs1gLAhOTc+7RzVMlJEx/fFF3G4loyLtrvcKce3WtQ+m4sxVzvE+QQqK4d8Drc94M2CFIi4F9lt/3G4/ZRUIIsUEI8aAQ4lXVXFwzUcpHvXx2kv0nvJ4CW1x6B1g5twPw7mFZauMEpSJ5ddylstggr57t8ujmWUpNCIUEy2d7f86LjX3lnCT7T4x7thddsdIOAIlomMU9bezyqFJcaq0DnDSng13HxjyblNAMzESQ9jIp5Trgr4H/EEKsLHyCEOJag0Rt6O/vn4FLKt6XCmDlvCSaLj0d7V8quwVU2ncsEvKs/F4qYBe8bWGVI8V9s9qJhUM869FDo1RCAphz7tFxlyPFczvQpXdrnhUrY2LipLkeJsVlxr1ibpKJrObpqvmNhh2CdABYYvm9z3jMFqSUB4zvO4HfA+cUec63pZTrpJTr5s6da/el64JWpC8V5BWUZz16UEL5jKZwSLBitocPjbIbZwfHRtMMp7IzfFXNx2SQdok5Xza73bPksCwpntPBPo8qxlqZOTddTV7d50rFnYGhFPd7MxGlWPkWEys97l5sBuwQpEeAVUKIFUKIGPAGwFY2mhBilhAibvw8B1gPPFPrxTYSpQ7K/MbhTYIAloDdsla1N28iXS+/cYI3N5By7hbwuJJSImMT1LiVYuw9JcX0pBQbej7uzJtzXqxTgImT5nYwms7R78HyDqWSUECNG7wbX9oMVCRIUsoc8B7gLmAzcIuUcpMQ4jNCiCsBhBDnCyH2A68FviWE2GT8+2nABiHEE8B9wOeklM4hSEV2js5ElPldcZ496r1D0kReTSj+95PmJtk7ME5W86ZVXSxgF6xZTd7bQCqR4hVzOtg7ME7Og3Oul1CLwduHhq6XDtjtTESZ2xn3pDEApZMxIH+fe1E903RZlBADzO9S/Qe9OO5mIWLnSVLKXwG/Knjsk5afH0G53gr/7wHgzDqvsSkoJ7uvnNvhaQVJKxOPAsrtkDOsatPl6BWUC2Jc2pskHBKePDQm3S1lyGFWk+w/McFyQ0nzCkplrIIlq8mDMSnlxg1KMfVqrKEuS+/v5pzvOjbGRStnz+RlNR3l4u2EEKzw8Jw3A76spG0WSixFEEyC5EUfNZSutmrCy7VCym0gsUiIJbPaPDtuKD3nKz3scimVsQrQ3RZlTkfMwwpSGYI0t8OT44by97mXyzuUM/zBmHMP3uPNgk8JkvpeWkFSxRL7R73nowarmuA/X3Up16qJkzyqHlYkxXPMOfcmOSw753M6fDnulXOTnBjPcsKDBUI1vXTcmZfLO5Qz/EGphvtPTHi252Sj4UuCVK6AGsDKeUYmm0fjkMplsYHVqvbe+DW9NEkAJb/vPu69WiGVSPGsZIxZ7VFPxidUdDV5NO1b00vPN3g7UFspSKX/vtKj6pleJjgd1JxLGfRkswt/EqQSPYpM5Isleu8GgryCVoYnKKvag+MvF7ALagNJZXUODXurVki+1Ujp56j4BC/OeWVSPDCWYXDcW0pKuaKooALzwZ+q4Yo5SU+Wd9DKxF5BXin24n3eDPiSIJVr3AmwoCtBWzTsfQWpzO65cl7Sk2pCudgEyJPjHUe9tYFUikECNfYdHlzzdtQE8Oacl1vrS2a1EQuHPDduKJ+MAfmCwF5rK1WuzhvkVcPtR7w3582ATwmS+l5qHYVCgpPmJj0ZiwKVCSLAyfM6GRjLcMxjcVi6lCVjEwBWz+8EYPuRkZm6pBmBnTlfPb+TY6NpzzWtraQmnLJAzfk2jx0alcYdCYc4aW6SbR5b62AUiiyz1lfN8+acyxIdIkwk4xEW97SxzYOkuBnwJUGqVDQPTGvam4soX0Cu3GGprGqvbZ6lWsyY6E3GmNMR8+S4ofzYV3l0zssF7AIs7mmjLRr23bhBkWKvkQSo7F48eV4HIQFbPTfn5ccNyiDwmgHYLPiSIJXrUWTi5HkdHBicYCydm6nLmjHoFYLUAU4xlJRth711I6n6KOWfs3p+J1s9dmiYRkG589JUUry2ecoKLrZQSLBqfgfbj/pr3KAMIS/uc5VcbIlomGWzk55b65VcbKAMoZ39Y54sCtto+JMg2YjHmDwsPKgilevLZWJuZ5zutqjnpNhKbgdQBGnHkRFP1cGSNlxsC7oSdMYjnlMU7Mz5qnneU1JsjXu+N/c5WSHdHWDVvA7PqYaVXGwAq+d1ktF0dgeZbBXhS4JUqZI0eFdBgXxGUzn5XQjB6vkd3rOwbLgdVs3vYCyjcWBwYoauqvmw42ITQikpXjs0KqkJAKcs6KB/JO2pTLZKJS0gH3PntTmv5GIDNfbdx8dJ57xTE8iOi82rcZbNgC8JUqVCkQBLettJRENs8SJBsuFiA2VdbjvirYrilTKawLqBeMeqtuNiAzMmxWvqWWWisGq+94J2pSzdl8vE0t524pGQ5wxBzZZ61oGmS0+13rCjGp48rwMhvLXWmwVfEiQ7BCEcEpOHhddgx8UISkUbmshy1ENdr2252OZ5z6qWNtyqoIjCifEsx0a9o6TYVRPAW0G7ldL8Qe1zJ8/r8JQrXUppz9VkzrmHyGGlJBSAtliYJbPaPbW/NQu+JEh2stjADNb13iIy3S2VNk8vZjXZyezpbo8yrzPuqbmfdLFVmPNTPCi/azYCVxd1J+iIRzw27sp7HKh9zkvjljbcyaBqAoVDwlNKsQrSrvw8rxr/jYYvCZKdStKgDov+Ee/VhanG3QLekmKlDTUBzFRY74y7UnsdE14s72DHqvZi/JVuw8UGyhA6NJRiOJVt/kXNAOyu9XgkzPLZ3lJS9AqVtE2snt/BrmNjnqsk3mj4kiDZKZoH+Uw2L0mwkHe3VDo05nTEmZ2MeSo+wY7bAVRW046jo57pyWbXrerF7EW7pHj1PG+RYmn3sJznrZi7ybVuY9JXz+/0VAafLisr5KDGndMluz1WSbzR8ClBUt8rZ7Z4LxYF7LvYQFmX2zxUH8ZORhMoC2siq7HvhDdSYe2SYjN70Vuk2J6radX8Do57qHp8pR50JryWyWbXxQYq5m7P8THPdLe3awyY4RNeM/4bDV8SJLsupnmGNe2lWBTIW1h25PdTF3Sx9fCIZ5QUKW2Oe2EXAJsPeWPutclmtZUHf+qCLrZ4aM41vXIMEsAaY863eGXObbrY+ma10RGPsPnQcPMvagaQjzGt/NzTFnSiS++QQ023p5CfPK+DSEiw5bA35rxZ8CVBslM0D5Q1fcr8Ts+xbN1mkDqoQ2M8o7FnwBtKil0f/SnzOwkJeMYjh0be7VD5uacv6mI0nWP/CffXgZI241EATjMI0jOHhpp5STMGadOdHAoJTlvYyTMHvbXW7Yz99EXdAJ4aux0XWzwS5uR5HWzyyLibBV8SJLsuNlBuNi8pKFCdi23NIuPQ8MiNZCejCVQq7Mq5HZ4Zt10XG+TnfNNB9xOFau71WckYi7oTnjk07LoWQRlCmw8Ne2Kfs9Nr0kTfrDY64xGPzbm9565Z1OWZ/a1Z8CVBqkaCNa3pvR5RUMB+oUhQvupISHjisAQziNHec9UG4o1xV+NiWz2/k3BIeEI9q+ZeB28dGnaqKptYs6iLsYzmiX1Or2LOlXrW5Ym1Dmrs1ZDioyNp+j1U567R8CVBspvRA3kJ1isWBuTTYKuRYr2ygdjN7AG1gRwcSnHCA2Ue8m6Hys9NRMOsnJv0BFGoJqMJ1Jw/2z/qiaBdO41LTaxZaLiaPHCfV+NiA0UOvaOe2XOrQl4p9krsWTPgS4JUTZbD6gVKQXnaI0oC2K+qbMJ7VrX/NhC9ClIMiih44bCs5l4HNee69EZ2j51q0iZWze9QqqEH7vNqXGzgrThLu2n+AKcv9J7x32j4kiBpVQSsxiNhVs3v9NQi0qtwt4C3pNiqfPSTQbvun/tqVFNQyumhoZTri6TaLRpowktKSjUutkQ0zMlzvaEUVxNCAN6Ks7TTVsdEd3uUxT1tnpjzZsGXBKn6w6KLTQeGPNPAM+9is/f8yQ3E5TeSrNLdMrsjzoKuhDc2ToMUV6MagvvVs2rvdTNo1xNzbqPvoBVeUYr1KhVyM87SC9mLdrN0TXgpzrIZ8CVBqiajBxRBOj6W4ciw+xUUsF/mwIQpxbp987Tbg8+KNYu84WqqpvYVWFLeXT7nskq11EtBu9W42EAppoeHUxx3eaHMajIXwRJn6fK1DsoQsutiAzXnO4+NMZ7JNfGq3AtfEqRqb6AzFpu+Wm8w7WrH7xUpNj9u+/+zZmEXO466P2i32mDl3mSMhd0J16/5al1s4J2gXc1m41ITXlGKzXmrgiewZlGXJ8IoqnGxgRq39EjMXTPgS4JUbervaQu7EAKePuD+GwiqHz8YG8gBdx+W1ZIEUOphTpeu30Ama19VcWqcvqiLp11+aFSb0QRqrY9nNHYec3efqmpdbKcbBOkpj9zn1cz56Yu6OTqS5uhIqlmXNSOoJosN8nP+tMvnvFnwJUGq9qDsiEdYPjvpemvaRC1E4ay+bnYeG2Nowr0dv6uNRwFYu6QHgCf3DzbhimYO1QauAqzt6+HZ/lFGXNzlvdrsPYCzPTPn1a31nvYYy2a38+Q+d+9z1SrkoPY3wBNjr2bci3vamJ2M8cR+d4+7WfAlQao29RcMa9ojLLuW8Z9lHBpPufhGqsXFtqg7wZyOOBvdvnHq1ROFs5b0IKW7FYVqMzYBVs7toD0W5ol9g825qBmCXkUWm4m1fT2uJ4Z2e21acfqibsIhwRMuH7uu2+u/Z0IIwVlLely/1psFXxKkWlxMZ/X1cHAo5XoJFmob/9rFPQCu3kBqUZCEEJzV1+3qcUN17WVMrDVi755wMTmspkCmiXBIcObibja62BiA6t0toJSUg0Mpjg67d5+rNgkFVGuh1fM72ehyolDbnPewo3+U0XQQqF0IXxKkWlxMZy/tAWDj3sEmXNHMohai0N0eZcWcpKstjWqa9Fpx1hLvuJqq2TtnJQ2Xi4vJYS0uNlButs0Hh8nk9GZc1oygmqKBJkz3optdLrW42ADOXtLNk/vdXc6lWhcbwNol3UopdvGcNwu+JEi1uJjOWNRNJCRcb2GAZfw1WJduVlJqcbEBrO3rdr2rSavBxQbKunQ3KVbfqz40+nrIaDpbDrs3SL0WF5vpanIzKa5FIQe11ocmsuw57t6K2lqVLjZQ4wb3x9w1A7YIkhDiciHEViHEDiHEdUX+/jwhxGNCiJwQ4uqCv71VCLHd+Hproy68HtRyA7XFwpy60P0SLNSW+gxKSTkynObwkDvl91qyW8C6gbiXIMkaXGygyKGbXcu1uNgAzlpiuhcHG3xFM4da3C1ecDXVopCDIsXg7jCCanpNmuhNxljS2+bqcTcLFbcNIUQY+DpwBbAGuEYIsabgaXuBtwE3FfxvL/Ap4DnABcCnhBCz6r/s+lDrDXT2kh6e3D80SbDcilrHbwZqu3XzrCVQGZSraWlvu+sPS6ieFE9mdLk0DqnWte6F7B5dyqrXOrjf1VSLhwBg9fwOEtGQy2Puqh83mEqxe8fdLNixqy4Adkgpd0opM8DNwFXWJ0gpd0spnwQKHfYvBX4npRyQUp4Afgdc3oDrrgu1+6hnMZrO8Wz/aBOuauZQ6/jXLOwi4mL5vdZxA67P9NBqJApuz+6pNQbJC9k9tR6Wa13uaqqm16YVkXCIMxa5O4yg2uKgJs7q6+HA4IQn+m02EnY+ysXAPsvv+43H7KCe/20aZI03kGlNuz1QW6/RR5+IutvNWKu7Bdyf3VOrVe12l0stBTJNmNk9bg3Or7aqsgnTpezeOa/NGABlCD19YIis5s7gfFllcVATpnfAzQZBM+CIIG0hxLVCiA1CiA39/f1Nf79aremT5iTpTER43OWLqJ4N5Nyls9i4b5CcCzeQWgOVAc5dpjzDj+450dBrminUSooBzlvWw+N7B13pWq7VtQhw3rJZSAmPu9QgqrZxqYnV8zvoiEfYsGegCVfVfFTba9OK85bNIp3TXdt2pFbV8MzF3UTDgkf3unN/axbsEKQDwBLL733GY3Zg63+llN+WUq6TUq6bO3euzZeuHbW6WkIhwdlLenjc5Ytocvw1nBrrlvcyntHYfMh9rTdqVVFAZTHGIyEe2e3Oua/VKABYt6yX0XTOlRld9ZDis5f2EBKwYbc7iUK1jUtNRMIhzlnawwa3rvUaMxcB1hmGkFvnXKshcxGUUnz6om7XjrtZsEOQHgFWCSFWCCFiwBuAO22+/l3AS4QQs4zg7JcYj7UUsk6rcuuREXe33KhDTTh/ubGBuNC6rMfFFouEOHtJjyvHDfWSYvPQcN+BWWv2HqgWQ2sWdbmWFNfqYgNFit26z+k1hlAAzOtKsLS3nUdcShR0KWu6x0Ht7U/sG3J9Y+5GouISklLmgPegiM1m4BYp5SYhxGeEEFcCCCHOF0LsB14LfEsIscn43wHgsyiS9QjwGeOxlkKrsWAgwAXLe5ESHnOpqwXqc7Et7G5jcU+bKw/LelQUgPOX97Lp4DDjGfdVnJV1HJaLe9pY2J1w5aFRj4sNFFHYuG/QlTEptaT5mzh/uXIvPuZCtbye/Q2UQbBh9wlXZvHJGl1soLwDGU33TEutRsAWx5ZS/kpKuVpKuVJK+a/GY5+UUt5p/PyIlLJPSpmUUs6WUp5u+d/vSilPNr7+tznDqA61tF0wcc7SWURCgoddeFiYqGf8oDbPR3YPuG4DMa+3FrcDqI1T06Urg/SV9F7buIUQrFve68pDox5jCNScT2Q1nnFhTIpWo4sNlHsxHBKudLnUWhzUxPnLezk+lmG3C7P4anWxgcW96GLjv9FwRJD2TCOf+lv9/7bFwpzZ180ju9y3cZioZ/ygLI2jI2n2DUw08Kqaj3oymkAFaguBK10uuqzNvWZi3bJZHB5OcWDQnXNe69jXLesFcKV6Vo9q2B6LcMaiLlcqxfW40iFPFNw45/W42GZ3xDlpbtKVpLhZ8CdBqtOqvGB5L0/sH3Str7be8Z+/3J2HRq0tCEx0JaKcMr/TlXFI9RyW4N44pHriDQEWdCfom9XmyuzFelxsAOcZ7kW39aOrtfaViZVzO+hpj7qSKNTjYgNFDjfsOTF5Rvgd/iRIdbuYeslq0sV1QtT3WpWUVfM66EpEXCfF1rtxgpr7x/accF2Zg3pcbACnLuiiIx5xMSmub84fcal7sb5xq5R3t/UgrDcGKRQSiii4zBgAo1BkXYZQL4PjWXa4vBhyo+BTglSfi+n85b3K1eJSN1u94w+FVEzKQzuPN/Cqmo96MppMnL+il7GM5ro6KbXWRzERDgnOWzaLh1y25uupnm7ighW9HBtN82z/WIOuamYgZe33OKi1DvDQLnfd5/kYpNpf4/zlvew8Nua6wrC11r4y8Rxzzl22tzcLviZItW6a3e3K1eLWQG3Vo6k+JeXilbPZeWzMVY1r63WxAVx00myA/7+98w6Pqsob8Hsy6SGF9N4LJPTepUgVwd4Vu666utbV1d1Vn911ray6NhAUC6KiCFhAlN4CQXoPIfQe6SUwc74/7gzMlw0QmFsz932ePCQzw73n3HPmnN/5VeZs2KtGk3TDl5BvD53z4yjffZhdFto0fDWxgTLXAeZZcMx92SzjG4RQlBTJvA3W2ix9Xd8BOufHAzDXQn2XUrqF4ovvd2ZsOGkxYZbqt5b4p4Dk3ih9WTw65MZRVvk7J05Zzw/J14UToFOesoDMKbfOpqHGwpkQad1NwxcnbTgz5lbq+5m6XL5vGnPKrdNv8NTl8m3MO+bFsbCyylLrnBrf88YpUUSHBTHXQkKxGtpSIQQd8+KYV7HP9kPCXwUkFSZS5/x4jp108tum/eo0Skd8NbcANEqOJDYi2FKaFF8jmjx0yrfmpuHrmBe7Nw1rCcXKv75uGp3cm4aVyq24fDSxgbLOHT/pslS5lTPf84u/hiNA0DE3jjnl+yzje+Zr9J6Hzvlx7D96klU7rOVGoAV+KiC5fXB86H373FgcAcJSm4UHl0v6vHAGuBeQeRust4D4amrqlGfNTcNXAckz5nP9cczz4zhw7CSrLbRpSBU0xe1yYgkQMNdC69xpQcFXLXl+HNv2H2NzlTXyIakRhAJnNMVW0p5phV8LSL5sGFGhQbTIiGG2hRYOD76G/3rolB/HjgPH2bjXGs6rvqY38NA+14Kbhg8J5LzpbLFNw5fCpd5Y06Tse7+jw4Jomh5jKZ8UX+rveXNGULBG332pNelNUlQoeQkRljMpa4GfCkjKv76eMDrnx7Ns634OHLVWvSI1Fk6Azp5NwyILiBrmFlCEY6ttGmqY2AA6nhYUrNF3TzYGXw8ESVGh5Cc2sMxcB9+yKnvTOS+OJVv2c+SENUrsnBEUfLtOXkIEiZEhlhGKPYKhryY2UPa2BRurLJcDS238VEDyLczdQ5f8eFwS5lksJNKpgokNICsunNToUOast8YCopa5Bc5sGoeOW0M4dknfhQRQNo2kKOtsGmp910GJZlu40Rq+Z1IF53QPnfLiOeWSlgn3P+OL41vfhRB0zo9n3gZrOCyrYRnx0CkvjmMnnSy2YC0+NfFPAUklU0vLzBgigh3MLt+jRrN0Q6qkTRBC0K0wgTnley1RzNOl4qbRrTCBUy5pGU2KGn5n4B7zggRmrd9jiWSZapnYAC4pTODYSScLN5p/01BLWwpKFvWwIAcz1lpjnVMjOaiHboXx7DtSzYrt5k+W6RlzX02LAJ3y43EECGass8aYa4V/CkgqJAwECHIE0CE3jhnr9ljGaRXU0yYAdC9K5NCJU5YoxaDmptE6qyGRoYFMX7vb52vpgVomNoCejRI5ePwUv1nASV0tExsoIe/BgQFMs8CYq5Hzy0NokIPO+XFMXbvbEuucPC0o+H6tSwoTEQKmrTG/oHAmfY3v14oKDaJNVkOmWUQo1go/FZDUWzx6NEpkS9UxNlgoNbuv6ei96VIQT5BDWGLTcKm4aQQ5AuhWkMA0i2waagrFnQviCQywyJir+F0PDw6kQ24c09ZYqN8qHoSUdc78ARlqmdgAYiOCaZERY625rtKY92iUyOodB9lxwFoFqtXEPwUklaIcQDlNA/y62vxfIA9SSlX6DtAgJJB2ObHW2jRU6nv3ogR2HTzB6h2HVLmeljilOiY2cJ8usxtaaszVmu89ixKo2HuESpNHbqoV0eShe1ECgCU0pk6Vv+c9ihJZunU/+w6fUOV6WqGmiQ2UfgNM92Mtkn8KSCqeplNjwmicEsWvFtgsPLhcvkfwedOjKJF1uw6z9Xdzh36rZVr1cIl707DC6VItvzMPPYoSWbPzENv3m/t0qVZOHA/dT28a5h5zp4qaM4D0huEUJjWwxFx3qWhiA2WuS4np/XHUnuuFSQ1IjQ61xEFIK/xUQFLPxATQq1Eiizb9zv6j1epdVEPUNLGB96Zh7gXkTH4Uda6XGBlK07Ro02+WoIFQ3MgaY36mcKk6fc+OjyA3PsL0vhlqa0tBERQWbKzisMnD/aXKgkJJahTxDUIsNObqXE8IQfdGicwp32uJyE0t8FMBST01JEDPxok4XdL0JwwPLhVNbKCEfmfGhvPr6l2qXVML1Ixo8tCjKIFFm36n6oi5hWM1TWwABYkNSIsJM/2Yqxnm76F7USLzKvaZOi+QVFkwBKXfJ52SWSZf59SMYgPFp6d7UQIz1u42dbSumkEoHnoUJXKk2klphTULs/uKnwpI6mpQmqfHEBcRbBk/JKmiiREUYbN3cRJzyveZOi+Q2iY2gD4lybgkTFm1U7VraoHaJjYhBH1KkphVvtfUGgU1HXY99C1JovqUy9TmJrVNbABtsxvSMDyISSvNPde1EBT6liRz8PgpUxdqPh2EouKgdy2IJzzYYfox1wr/FJBcvtco8sYRIOjZKJFpa3ZbQhWpVoZdb/o3Saba6WKqie3VWmwaJalRZMSGMWmFuRcQNf3uPPRvkqIICiYecy02yzbZscQ3COYnE4+52hFNAIGOAPoUJzN1tbnXuTNJMtW7pkdQsMSYq/g1Dw1y0KMokZ9X7rRUoWa18E8BSaVSG94MaJbCoROnmG2BrNJq5sTx0CqzIYmRIfy03LwLiFQ5oslzrX4lycwu38tBE2vPtBCKW2c1JL5BsKmFQy02DUeAoHdxMtPW7Ob4SXMKClr4IAH0a5rMoROnmGviBKlqm9jALSg0SmTKKvMKClocBgD6NUlm7+FqS+S6Uxs/FZDU9ccApS5ZVGggPyzfoe6FNUBKdU+WoFyvb0ky09ft5li1uTcNNbWHAP2apHDSKZlqYhOr2n5noAgKfUqSmbbWxIKCBmYHUDSmR6udzDLpgUht53QPnfLiiAwJ5KcV5l3ntBIU+rsFhbJKc/rjODWa6z0aJRIcGGDqMdcKvxWQ1DY3BAcG0Ls4mSmrdpla/QzaaBNAWUCOn3QxY505BQWnRptGy4wYkqJCTK1JUdvvzINHUJhpUsddrTbLDrlxRIWaV1DQQnMGEBLooFfjRKas2mXaUjMuDUxsoDgshwQGmNbMJjUa8wYhgXQriGfyip2WSIqrJn4rIKm9YAJc1iyZQ8fNrX4G7frfLieW2IhgfjCpmU2LiCb4/9ozszosayUUd8iNIzosiB9NqjnVSlAIDgzg0uIkfjHpgUgLHyQP/Zqk8PvRk6Yt0q1Wrc2aRIQE0q0wgUkrzGlm0+owAMqYbz9wnMVb9qt+bTPjlwKS06WuH4qHLvkJRIYG8v0yc24WHrTwwQLFibN/k2SmrNppSkFBahDR5GFwi1SOn3Qx2aSnSy1MbKCUXBnQNIXJK3eZMuxdK7MDwKDmqRw8fsqUdbq0MrGBklU7MiSQ7xZvV/3aaqCloDCoeSo7Dx6ndKP5hEMtfK889ClJIjgwgPGLt6l+bTPjlwKSlBKHBj0PDlQEhMkrd5rWDwfcId8ajfxVrdJMKyhoZWIDxUk9IzaM75aYcwGRUn3fKw9Xtkzj2EknU1aZLyeS2iU3vOmSH098g2C+M+GmoZXmDBSH5QFNU5i0Yocp1zkt+35p4yQahAT63ZhHhQbRu3ESE5ftMHUuKLXxSwFJKxMTwFWt0jl84hQ/mzgvjlPD/ptZUNByARFCcGWLNOaU72XXwePq38BHnBoKxW2yGpIWE8Y4P9s0Ah0BXN48lalrdnPgmLkiGLXI/+TNFS3TOFLtZIoJE4V6gnC00JiGBTvo1ySZn5bvNF1ggpaHAVDGvOpItSUitdXCLwUkp0u7SdQuO5a0mDDGLtqqyfXVQCsTG5hbUJAa+mUADG6ZhkvCxKXmMz1oeSgICBBc0TKVWev3sOeQuQp6ql24tCZXtkyj2uniJ5P5YKldpLcm7XNiSYkONa0mRavxBmXMD504ZbrEwE6NheJLChOICQ8y5UFIK/xSQNLSxBQQILi6lSIg7DxgLgHBg1Q5k3hNrnALChOWmEtQ0NJGD5CX0IDm6dF8+5v5FhAthWKAK1q4x9xkwqHWp+qmadHkJkTwrck2jTN+ONpcPyBAMKhFKjPW7WGvyarcuzQ0J4MSmJAUFcK4xeY6BGsVhOIhODCAgc1S+HnVTlNXTFATvxSQND9htErHJTGtpK1ENGnX/9yEBrTIiOGrsi2mCgvVetMAxcS6asdBVmw7oN1NLgKXRlFsHgqSImmWHs1XC0025i7tTGygaGiubpXOgo1VVOw5rM1NLgKtcn55c3WrdJwuybe/mUxQcKmf584bR4DgipZpTFu7x1Raci1qTdbk6lbpHD/pYuJSc2lMtcJPBSRtJ1FOfARtshryVdmW0wu0mdBaQAS4qV0m63cfpsxE2Ve1DH32cEXLNEKDAhi9YLNm97gY9BjzG9tlsnbXIX7bbJ4x19rsAHBtm3QCAwRjFm7R7B4XikdbqpWJDaAwKZI2WQ35YoHJhGI95nrbTJwuyVemGnPlXy3neouMGBolRzJ6wSbN7mEm/FJAUruyeW3c3CGTjXuPMNeExQ1dUv0kajUZ2DyFyJBAvig1j6CgVfkFb6LDghjYLJXxi7eZKtWBS4Ps6TUZ1DyViGAHo0vNs2l4zidaCgqJkaFc2jiJsYu2miYnktRBWwqKULxx7xFT5UTSou5gTbLjI+icH8eYhVtMkxNJaxObcm3BTe0zWbHtIMu3mktLrgV12iaFEP2EEGuFEOVCiKdreT9ECPGl+/1SIUS2+/VsIcQxIcQS98/7Krf/opBS3WK1tTGgaQqxEcF8Or9S0/tcDC6NTWwA4cGBXNEyje+X72D/0WpN71VX9DCxgbJpHKl2mspZW2sTGyiJ9Aa3TOP7Zds5cNQcPgpa+9t5uKl9JlVHqpm80hxRXVpHsXm4rFkK0WFBfLHAPEKxU2MTm4cb22Wybf8xZq43Rx4sPQ6A4K0lr/9apPMKSEIIB/AO0B8oBm4UQhTX+NhdwO9SynxgKPCy13sbpJQt3D/3q9Run3BpGMXmISTQwfVtM5iyahc7DhzT9F4Xih4qaFA2jepTLtNE9Om1gLTKVNTQn5duMo3pQbcxb5fJiVMuvjGJX4rTpX5Zodrokh9PRmwYn883x6ahdUCCh9AgB1e1SmPSih2mcdaWOs31PsXJxEUE8/l8c2jJXTqY2EDJiXR5s1TGL9le752166JBageUSykrpJTVwBhgcI3PDAZGuX8fC/QSWuq0fUQPExsom4UEU5mZQB9zC0DjlCjaZDVk1LxKU6ihtSpBUBMhBLd0yGLFtoMsrDSHP45LSl3GvElaNC0zY/h4rknGXGprXvMQECC4pX0WpRurWLndeNPDGdOi9ve6pUMWJ52Sz0wiHOphYgMlquuGdhn8umYXlXuPaH6/86Flzq+a3Noxi6PVTr40kQ+WFtRFQEoDvJ/CVvdrtX5GSnkKOADEud/LEUIsFkLMEEJ09bG9qiA1KFZbGxmx4fQsSmT0gi2mSirm0snsAHB31xy2VB1j8krjE2fqZWIDJdqjYXgQw2ZWaH+zOqB1YII393TNZXPVUaaYIFmqXiY2gBvaZRIR7ODDWRv1ueE50LKsTk3yEhrQq1Ein87bZIp1zqnjmA/pmE1ggGDkHOPHXOvcV940S4+hXU4sH82pNG3RYjXQ2kl7B5AppWwJPAaMFkJE1fyQEOJeIUSZEKJszx7t7bl6bhZ3dslh7+ETpgr518vcAtC7OJmsuHCGzaww3Nykl18GKBl3b+mQxa9rdpki/FtPobhvSTIZsWEMN4Gg4HRp72/oITosiOvbZjJx6XbDzep6mdg83N01l31Hqk2RA0xqVHewNhKjQhncIo2vy7Ya7mupR2oHb+7pmsu2/cf40YRlpdSiLgLSNiDD6+9092u1fkYIEQhEA/uklCeklPsApJSLgA1AYc0bSCmHSSnbSCnbJCQkXHgvLhCtKpvXRqe8OJqlR/PBjA2mMDmAPj5YHhwBgru65LBky34WGRzy79Ih9Nmb2zpmExQQwIjZxgsKLh0CEzw4AgR3ds5h0abfjR9zHQ9DAHd0zsYlJR/PrdTtnrWhp4kNoENuLE3SovhwdoXhqU1cLv2EBFC05MdOOvncYFcKLQsU10avRonkxkcw3ASHX62oi4C0ECgQQuQIIYKBG4AJNT4zARji/v0aYKqUUgohEtxO3gghcoECwHCbg17+GKBsxg90z6Ny31F+WmGO5Fp6ahMArmmdTnSY8eYmZbPU734JkSFc2TKNsYu2ss9gB1aXSz/BEOC6NhlEhQYy3PAx18ff0ENGbDj9m6YwunSzoQ6sUmdtghCCe7rmUrHnCFPXGFuCQ08TG0Cj5Ci6FSbw0ZxKQ02MeoT5exMQILiraw7Ltx1gfkWVPjfVmfMKSG6fooeAycBq4Csp5UohxItCiEHuj40A4oQQ5SimNE8qgG7AMiHEEhTn7fullIY/SanzqbJPcTK5CRG8O22DKSRtPU1soIT8D+mYxc+rdrFq+0Hd7lsTl06+Z97c0y2XaqeLYbOMFxT07HpESCC3dcxm0sqdrNnpX2N+f7c8Dh0/xcdzKnW9rzena9Dp2PcBTVNIbxjGW1PXG7rOuXQ0sXm4v1suew+fYIyBCWL1dCHwcHWrdOIbhPDWr+t1u6ee1MkHSUr5o5SyUEqZJ6X8p/u1v0kpJ7h/Py6lvFZKmS+lbCelrHC//o2UssQd4t9KSjlRu67UHb03i4AAwf2X5LFqx0GmrTW+wKFeUR7e3NUll8jQQIb+sk7X+3rjNGDhzE9swODmqXwyd5OhhVyNEBTu7ppDZEgg/5li3OKp92EAoGl6NJc2TmL4rAoOHDNGi6RnQIKHIEcAD/csYNnWA/xiYCFXacD61jEvjvY5sbwzfQPHqo3RIp0Zc/36Hhrk4IHuecyr2MfcDXt1u69e+GcmbZf+G+WVLdPIigvnlUlrTWCj19fsABAdHsTdXXKZsmoXy7bu1/fmbqTOJjYPj1xaSLXTxXvTN+h/czdOnU1sADHhwdzZJYdJK3caVptOrzD/mjzau4CDx08xwiDNoZ4RTd5c1UpZ596Yss6wdU5PH1MPQgge613InkMn+LzUmHQHeob5e3NT+0ySokIYOmWdKSwkauKXApLUuNpzbQQ5AnisdyFrdh4yvOK5EadqgDu7ZBMTHsQbU4zRIumRQbw2cuIjuKplGp+VbmLnAWOKW+oZ7u7NXV1ziA4LYqhBY66k9ND/viWp0fRvkszIOZX8fkT/6CaPcKL3OhfoCOCRXgWs3nGQSQal9jBqfWufG0eX/Hjem76BIwaUGTqtQdL5ix4a5OChHvksrPydWevrlxbJLwUkxUlb//te3iyV4pQoXp+ylupTxuWOMMLEBhAZGsR93fKYvnYP8w2o3eTUMZKrJg/3KsDlkvzHIBOjESY2ULLu3tstl1/X7GZhpf7uh06DhGKAR3sXcqT6FP+dVq77vY0wt3gY3CKNvIQIXvt5LScNyJEjdUqEWxuP9Slk35FqQ3Jh6ZUItzaua5tBWkwYr0xeY7iFRE38UkByGnTCCAgQPNWviC1VxwxTw4J+tYpq4/ZO2aRGh/LCxFW6pz2QUr8Ij5pkxIYzpFM2X5ZtMcTcZKSgcEfnbFKiQ3l+wkrdx1zvMH9vCpMiub5NBqPmVrJB51xYekc0eeMIEPxlQGMq9hzhk3n6r3NGmNg8tMpsyICmybw3o5zt+/XNhWWUiQ2U0lpP9StixbaDpiktpQZ+KSAZuWheUphAl/x4hk5ZZ1jtIr1qFdVGWLCDZwY0ZvWOg7qnqdczvUNtPNyrgNjwYF6cuEp3W72RwmF4cCDPDGjMyu0H+brMiDHX9Zb/j8f7FBEW5OAf36/S9b56ZtKujZ6NEulWmMB/flmne4oLo0xsHp7p3xgp4eVJa3S9r5FaQ4BBzVNpk9WQVyavqTc12vxSQDLKHwMUZ77nB5Vw7KSTl37U9wvkwWWAD5Y3A5ul0C47ltd+Xqtr1Xc9syrXRnRYEE/0LWJBZRU/LNc3J5aeiSJr4/JmKbTJasirk9dyUMfF0yi/Mw8JkSE83KuAaWv3ME3H/EBOnZMG1kQIwd8GNuZotZPXdfY/M/IADIq2+L5uuYxfsp0yHc3Kp01sBm1uQgj+fnkJ+45U8/ZU/c3KWuCXApKR5gZQQr/v7prLN79tNcYvw+BTtRCCv11ezO9Hq3llsn5ColERTd5c1yaD4pQo/vH9al0FBafB2jPPwaDqaDWvTlqr232N3iwBhnTKJjc+gucnrtQtBNxIc4uH/MRIbuuYxRcLNvPbZv0yqhutNQS4v3seKdGhPPfdCt38Tc0w5k3To7m2dTojZ29k9Q7j8p+phV8KSHpVsz8Xf+yZT2p0KM+OW86JU/rmzdCzVtHZaJIWzR2dcvi8dDPzNujjsG2k5tCDI0Dw0lVN2X3oOC/9uFq3+7oMNLF5aJIWze2dsvl0/iZKdXLS1zvnWW0EBwbwzyubsmnfUV7/WR/h8PRmaXDnH+tdSEpUKE+NXabbOme0iQ0Us/KLg5uwZuch3p+hT3oPj4nNSE0xKCbGmPAgnhq7zPKFbP1SQDLDRhkeHMg/rmzCul2HGapzIj2jTWwenuxbRFZcOH/+ZhlHq7UPi3W6jInkqknzjBju6ZbLFwu2MFunsFhpsInNw5N9i8iMVcZcD22KGTZLUBIJ3tIhkxFzNupSn+6MNsHYvkeGBvGvq5pSvvuwbtmWzaA1BOhdnMSg5qm8PXW9Ltnknacd843te8OIYF4c3ITl2w6YomC1L/ilgGS0ic1Dz0ZJ3NA2g2EzN+hrqzaBgAiKw/bLVzdjc9VRXtHB7GKWhRPg0UsLyY2P4Olvl+ni0GiWOR8eHMi/r25K5b6jvDpZhzHXsTDz+Xi6f2NSo8N4auxSzYXDM4VLNb1NnehelMg1rdN5f0aFLkliXQZGsdXk+UElRIUG8eTXyzQ3tUkTmNg8DGiaQv8myQz9ZR3rdx0yujkXjV8KSEZHM3nz3MBiUmPCePzrpRzWKbmYEZnEz0aH3Dhu75TNx3Mr+WXVLk3vJXUuXHouQoMcvHptM3YcOM4z3y7XPKpN70K956JTXjy3dcxi5JyNTF2j7ZjrXaz2XDQICeTlq5uxYc8RXpi4UtN7mUWD5OGvlxWTGBnCQ6MXa+57ZxatIUBsRDD/uELRprymsXnVyDxItfHi4CZEhgTy4OjfDCu/4it+KSDpXaz2XDQICeSN61qwpeoofx67TJfwbzP1H+Dp/o0oSY3i8a+Xsk3D3CFOg5Ilno3WWbE81ruQ75ftYLSGRS6lSfxRvPnLgMY0Toni8a+WsuOAdmNuVILMs9GlIJ4HuucxZuEWxi/Zptl9zOKD5CE6PIi3b2zJtv3HND8QmOkADNC/aQq3dMhk2MwKTQ8EToMyaZ+NhMgQhl7fgnW7Dmt+INAKvxSQzGJi8tAuJ5an+jXih+U7GDFbe5uty6DyC2cjNMjBOze1wumS/HH0b5qpos1kYvPwh0vy6FaYwAsTV2mWQNJpspMleMa8JdWnXPxx9GK/GvPHehfSJqshf/l2OeW7tUkgaUSx2vPRJjuWx/sU8sOyHXw2X7sEkopZVbPLXxTPXVZMcUoUj321lK2/H9XkHmYysXnoVphw+kAwbrH1EkiaaJvUD6MyaZ+L+7rl0rckiZd+WqN5VWSz+KN4kx0fwb+vbspvm/fz7DhtTphmMrd4CAgQvHFdc+IigrnnkzJ2H1S/VpsZN0uA3IQGvHR1M8o2/c5z32k35mbrd6AjgLdubElokIO7Ry3UpFabR4NkBsd8b+7vlkePIuVAMKdcm3XOTCY2D6FBDt65WTkE3j2qTBN3CrOZVT081ruQ9jmx/Pmb5bqme1ADvxSQzOS46UEIwWvXNic7Lpz7P13EOg0d26QJ8gHVxsBmqTzcq4CvF23l/RnqV0F3GZwo8mzENwjhwyFtOHDsJPd8Uqa6vd5s5hZvBjVP5Y898/mqbCvDNah873SZy9ziITUmjGG3tWb7gePc/9ki1TVoHn8Us33PAwIEb97YktyECP7w2SJNSrCYzazqISc+gnduasX63Yd5+IvFqpfd8UTUm63vgY4A3rulNSnRodz7SZlmGjQt8EsByQxh/rURGRrEx3e0IyTIwe0jF7BLA20CmM/E5s2jlxZwefNUXp60hglLt6t6bTOeLD2UpEbzn+tbsGzbAR4es1jVIp9mPVl6ePTSQi5rlsJLP61hospjbjZ/O29aZ8Xy6jXNKN1YxVNjl6pa5NOsWkNQChiPGNKWIEcAd3y0UHWtqdOkB0BQTE7PDyph6prd/H3CClW1pkbW3zsfsRHBjBjSlhOnXNzxkTZaUy0w6TapLWY0sXnIiA3no9vbcuDYSW4dUapJvTYz918IwavXNKNdTiyPfrmEySt3qnZtMyRLPBd9SpL5+8BipqzaxRNfL1XthGnmzRIUrcLr1zanbZYy5mpGM5rRxObN4BZpPNm3iO+WbOe58eptmKdNbCbtfEZsOB8OacPewye4+cNSVeu1mfUA7OHWDlncd0kun83fzL9/WqPamEuTH4TyExsw7NY2bK46ym0jF+haSeBi8UsByQyZtM9Fk7Rohg9RJtLNw9UVkqSUpjWxeQgNcjDy9rY0TYvmj6MXq1bDymWSRJHn4vbOOTzVr4jxS7bzzLfLVBGSzK5BAmXMR9zehpK0aB74/Demr1VnzM3ob1eTB3vk80D3PEaXbubF79UpZOw0qYnNm5aZDRkxpC2bq45y64gFqmkVjK47WBee7teIWztk8cHMCoZOWafSmCv/mrnvHfPieP+W1qzZeZA7Plpo+qK2fikgmf2EAUqumJFD2rKp6gg3DZ+vWii053to5i8RKOkPRt3ZjoKkBtzzSZkqIdFmNrF580D3fB7uVcBXZVt5+IvFPpdoMFt+lLMRGRrEqDvakp+ojLkaJlYzm9i8ebJvEXd2zuGjOZWqlGiQJtcaeuiYF8cHt7amfM9hrv1gHttVSPPhdJlbMASlfS8MKuG6Num8NbWcFyau8tnEamYTmzc9GiXy9o0tWbplPzcMm8+eQ+pbSdTCLwUkK5wqATrlxzPy9rZs33+cK9+Zq0rxP+dpbYLPl9Kc6LAgvri3A62zGvLImCWM9DEFgpmSJZ6Px3oX8uyAxvywfAd3frzQp6gXs5vYvIkJD+aLezvQMrMhj4xZzMdzfB1z4wuX1gUhBH8d2Jg/XaoEKdz/2SKfnPXNbmLzpntRIqPuaMeuA8e5+r25lO/2LUDFCgdgUKwY/76qGXd3yeHjuZU88uUSn5z1PYlwzS4cAvRrksLwIW2o2HOEa96fy+Z95nTctsDSoT4uaY2FAxRN0lf3dQTg2vfnMWPdHp+uZ+aIptqICg1i1J3t6FeSzIvfr+KvPlTHNlsCufNxT7dcXr+2OfMrqrj63blU7j1yUdex0mYJimD8yZ3t6N04iecnruJv4y9+zM3sb1cTIQR/urSQf1zRhF/X7Oa6D+ZddOJUpwXMqt50zItjzH0dOOmUXPXuXJ/M6maNYquNgADBs5c15un+jZi4dDs3fzif3YcuzmndaQHTojc9ihL5/J72HDh2kivencNcjdI++IKfCkjmy4dzLopToxj3YCcyYsO5/aMFvPHz2ov2TTmjerfOA/DkELm3Wy6fzt/EDcPmXVSEn1VMbN5c3TpdOV0fOs7l/53Nr6sv3IHZrCHf5yI0yMG7N7fi7i45fDJvEzcNn39R0U5mTBR5Pm7pkMXwW9tQufcIl789+6LyBXm+51bqeklqNOMe6ER6w3DuHLWQN39Zf1FmJ6tYCDwIIbj/kjzevKEFy7cdYOBbsy+qoLEV53qrzIZ884dOxEYEc8uIUobPrNClmkRd8UsBySp+Cd6kRIfx7R86cU0rxWZ9y4elF+WXdCarstot1BZHgOAvAxrzzk2tWLPzEAPenHXBEW5mzLBbF7oUxDPxoS5kxoZz16gyXpi4kuMn625+cVlQKAYlf8pzA4t5+8aWrNx+kAFvzeLnCxxzq5hbanJpcRLjH+pMXEQwt44o5ZVJay7IF80jWFhJowBKdNs3f+jElS3SGPrLOm4dWXrBfknS5NGqZ2NwizTGPdCZsGAH138wj7d/XX9BvmhWO/h7yEtowHcPdqZvSTL//HE1d48qu2gtmtr4pYDkNFG15wshLNjBq9c259VrmrFky376vDGTLxZsviCJ2woRTefismYpjH+wM8nRodz36SIe+2oJB47WLRLCSuaWmng2jts6ZvHRnEoGvDWLxXXMSnvGxKZlC7Xj8uapjH+oM4mRodz76SIe/2pp3cfcApGLZyPXvXFc2zqDd6dvYPB/57Bye93K0VjNxOZNWLCD169rzktXNWXx5v30HTqTsYu21nmds5KJrSaNU6KY8GAX+jdN4fUp67j6/Xl19smyQpTu2WgQEsi7N7fibwOLmV2+l75DZ/L9su2Ga5MsumT6htV8UWpybZsMJv2pK03Sonnm2+XcOHw+q7bXzYH7tDbBwv0vSIpk3AOdebhXAeOXbKfH69P5YsHm85odpYUFJFDMTi8ObsJnd7XnWLWTq96by9PfLDtvGggrhHyfj8KkSL57sDN/7JnPuMVb6fH6dMYs2HxeE4zL5CktzkdESCAvX9OMEUPasPdwNZe/PZu/j1/B/qPnDol3WdDE5o0QghvbZTLpkW40Toniia+Xcv2wuq1zVj4IwZnCvv+9qSWb9h2h/5uzeOnH1ecNibeiic0bIQR3dsnhh4e7khkbzkOjF3PXqDK2VBnnwO2XApIVTWw1yYqL4PO72/OvK5uyZuchLnt7Fk+NXXpe3xyXRU1sNQkODOCx3oVMeKgz+QkNeObb5Qx+ZzZzy/ee9dSh5L/SuaEa0KUgnsmPduOuzjmMXbSVHq9NZ/jMirOa3azod1YbwYEBPN6niAkPdSE3PoKnv12uOHduOPuYW9XEVpNejZP45bFu3NIhi0/nb6LHa9P5ZF7lWc1uVopoOheZceF8cW8H/nVlU9bvOsTAt2fx7Ljl51znXC7rCobeDGyWypRHL+GKFml8MLOCnq/P4MuFm8+aZd+qJraa5Cc24Js/dOK5yxpTWrHP0Ppt9WC7uHCc9WTRDAgQ3NQ+kxlP9OCuzjmMW7yNbq9M4+/jV5y13o3VTWw1KUmN5sv7OvDmDS3Yd7iamz4s5boP5jF7/f9umlZz3jwXUaFBPDewmEl/6kqLjBj++eNqurw8jQ9nVfxPePiZMTeiperTJC2ar+/vyJs3tGD3wRPcNLyU6z+YX6twbGUTW01iwoN5cXATvv9jVwqTIvnb+JV0f3U6n9YiKDlNWnfwYnC417npT/Tg1g5ZjFm4ha6vTOP5CSvZeeB/BSWra4q9SYgM4dVrm/Pdg51Jiwnjz98sp+fr02sVlKxsYqtJoCOAu7vmMv3JHgxqnmpYO/xSQLJCptULITpc2Sx/eewSBrdI5fPSzXR/dTqPfrmERZuq/t+mUR9MbDURQjC4RRrTnujOi4NL2FJ1jFtGlDLw7dl8uXDzaYGhPi2cHvITI/n0rvZ8eW8HCpMa8I8fVtPx37/y0k+rT6umnad9kOpP3z1jPv3J7rwwqERJqPphKZf/dzZflW05rU1TTtX1p9+gRLWOubcDn93VnrSYMP46fiWd/z2V1yavPR24YXVzS21EhwfxwuAmTHu8O1e2SOOz+Zvo+spUHhmzmEWbfj+9zlkt3L0utMiIYdwDnRh5exsahgfz52+W0+Xlqbz16/rTDs31ccwTIkMM/f4GGnZng7BCqY2LJSsugleuac4jlxYyfGYFYxdtZdzibTRKjuSGthlc1iy13mkTvAkNcnBbx2yub5vBN4u2MWpuJX/+Zjn/+nENV7VKo+poNbERwUY3UxPa58YxOjeOhZVVjJy9kQ9nbWTYzAp6FCXSLicWqJ9zPjTIwZBO7jH/bSuj5iqZqP/142quapnOweOn6t2mAcpYdimIp3N+HPM27GPknEremV7OezM2cGnjRI5WO+uFuaU2MuPCefmaZjzUM5+RczYytmwr45dspyQ1imtbp3PilKtemNJrIoSgZ6MkehQlMn3dHj6aU8kbU9bx9tT19C1JZs+hE/VyXTcSvxOQrBryfCGkxYTx/KASnuxbxISl2xldupnnJ67ixe9X0TQ9Bqjf/Q8JdHBT+0xubJfBgo1VfDJvE5/P30y100Xj5Cijm6cpbbNjaZsdy44DxxhdupkvF25hqjvpXn07VXsTGuTg5vZZ3NQuk/kVVXw6v5JP51dy0ikJctTffgsh6JQfT6f8eLZUHeWz+Zv45ret7D1cTWRI/V7eM2LD+fvlJTzRp4hxi7fxuXudg/q9vgkh6FGUSI+iRCr2HObT+ZsYt3gb+4+eJCU61Ojm1SuE0WF0NWnTpo0sKyvT7PonnS4Knv2JJ/oU8lDPAs3uYzbW7jzED8u28/2yHVTsPcKwW1vTpyTZ6Gbpxv6j1fy8ahfFKVE0SYs2ujm64XRJ5m3Yx7yKvdzbNY/o8CCjm6Qb+49WM2XVLlpmxpCfGGl0c3TjpNPFrPV7EAh6NEo0ujm6smbnQSav2EWvxol+9T2vPuVi+trdhAU76FqQYHRzLIUQYpGUsk2t7/mbgHTilJOi5ybxZN8iHuyRr9l9zIqUkj2HTxAfEVKv/JBsbGxsbGwulHMJSHWy1Aoh+gkh1gohyoUQT9fyfogQ4kv3+6VCiGyv955xv75WCNH3onuhEi634399VsGeCyEEiZGhtnBkY2NjY2NzDs4rIAkhHMA7QH+gGLhRCFFc42N3Ab9LKfOBocDL7v9bDNwAlAD9gHfd1zMMq2cVtrGxsbGxsdGeuogJ7YByKWWFlLIaGAMMrvGZwcAo9+9jgV5CCZkZDIyRUp6QUm4Eyt3XM4z6lgfIxsbGxsbGRn3qIiClAVu8/t7qfq3Wz0gpTwEHgLg6/l9deWXSWqB+hjzb2NjY2NjYqIMpDE1CiHuFEGVCiLI9e/Zoeq9Ah6Bddizt3blhbGxsbGxsbGxqUpdEGduADK+/092v1faZrUKIQCAa2FfH/4uUchgwDJQotro2/mL4++UlWl7exsbGxsbGph5QFw3SQqBACJEjhAhGcbqeUOMzE4Ah7t+vAaZKJX/ABOAGd5RbDlAALFCn6TY2NjY2NjY22nBeDZKU8pQQ4iFgMuAARkopVwohXgTKpJQTgBHAp0KIcqAKRYjC/bmvgFXAKeBBKWXt5adtbGxsbGxsbEyC3yWKtLGxsbGxsbEBFRJF2tjY2NjY2Nj4E7aAZGNjY2NjY2NTA1tAsrGxsbGxsbGpgS0g2djY2NjY2NjUwHRO2kKIPcAmjW8TD+zV+B5mx34GCvZzsJ+BB/s5KNjPwX4GHvzhOWRJKRNqe8N0ApIeCCHKzua17i/Yz0DBfg72M/BgPwcF+znYz8CDvz8H28RmY2NjY2NjY1MDW0CysbGxsbGxsamBvwpIw4xugAmwn4GC/RzsZ+DBfg4K9nOwn4EHv34OfumDZGNjY2NjY2NzLvxVg2RjY2NjY2Njc1b8SkASQvQTQqwVQpQLIZ42uj16IYTIEEJME0KsEkKsFEI84n49VggxRQix3v1vQ6PbqjVCCIcQYrEQ4nv33zlCiFL3nPhSCBFsdBu1RggRI4QYK4RYI4RYLYTo6G9zQQjxqPu7sEII8YUQItQf5oIQYqQQYrcQYoXXa7WOvVB4y/08lgkhWhnXcnU5y3N41f2dWCaEGCeEiPF67xn3c1grhOhrSKM1oLbn4PXe40IIKYSId/9db+fD2fAbAUkI4QDeAfoDxcCNQohiY1ulG6eAx6WUxUAH4EF3358GfpVSFgC/uv+u7zwCrPb6+2VgqJQyH/gduMuQVunLm8AkKWUjoDnK8/CbuSCESAMeBtpIKZsADuAG/GMufAz0q/Ha2ca+P1Dg/rkXeE+nNurBx/zvc5gCNJFSNgPWAc8AuNfKG4AS9/95172f1Ac+5n+fA0KIDKAPsNnr5fo8H2rFbwQkoB1QLqWskFJWA2OAwQa3SReklDuklL+5fz+EsiGmofR/lPtjo4ArDGmgTggh0oHLgA/dfwugJzDW/RF/eAbRQDdgBICUslpKuR8/mwtAIBAmhAgEwoEd+MFckFLOBKpqvHy2sR8MfCIV5gMxQogUXRqqMbU9Bynlz1LKU+4/5wPp7t8HA2OklCeklBuBcpT9xPKcZT4ADAWeArydlOvtfDgb/iQgpQFbvP7e6n7NrxBCZAMtgVIgSUq5w/3WTiDJqHbpxH9QvvQu999xwH6vRdEf5kQOsAf4yG1q/FAIEYEfzQUp5TbgNZTT8Q7gALAI/5sLHs429v68Zt4J/OT+3a+egxBiMLBNSrm0xlt+9RzAvwQkv0cI0QD4BviTlPKg93tSCWestyGNQoiBwG4p5SKj22IwgUAr4D0pZUvgCDXMaX4wFxqinIZzgFQgglrMDP5IfR/7uiCEeBbFLeFzo9uiN0KIcOAvwN+MbosZ8CcBaRuQ4fV3uvs1v0AIEYQiHH0upfzW/fIuj4rU/e9uo9qnA52BQUKIShTzak8UX5wYt5kF/GNObAW2SilL3X+PRRGY/GkuXApslFLukVKeBL5FmR/+Nhc8nG3s/W7NFELcDgwEbpZncuD403PIQzk4LHWvlenAb0KIZPzrOQD+JSAtBArckSrBKE53Ewxuky64fW1GAKullG94vTUBGOL+fQgwXu+26YWU8hkpZbqUMhtl7KdKKW8GpgHXuD9Wr58BgJRyJ7BFCFHkfqkXsAo/mgsoprUOQohw93fD8wz8ai54cbaxnwDc5o5e6gAc8DLF1TuEEP1QTPCDpJRHvd6aANwghAgRQuSgOCkvMKKNWiOlXC6lTJRSZrvXyq1AK/e64VfzAQAppd/8AANQohM2AM8a3R4d+90FRW2+DFji/hmA4oPzK7Ae+AWINbqtOj2P7sD37t9zURa7cuBrIMTo9unQ/xZAmXs+fAc09Le5ALwArAFWAJ8CIf4wF4AvUPyuTqJsfnedbewBgRL5uwFYjhL1Z3gfNHwO5Sg+Np418n2vzz/rfg5rgf5Gt1/L51Dj/Uogvr7Ph7P92Jm0bWxsbGxsbGxq4E8mNhsbGxsbGxubOmELSDY2NjY2NjY2NbAFJBsbGxsbGxubGtgCko2NjY2NjY1NDWwBycbGxsbGxsamBraAZGNjY2NjY2NTA1tAsrGxsbGxsbGpgS0g2djY2NjY2NjU4P8ACyfN5pW1w5oAAAAASUVORK5CYII=\n" 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\n", + "text/plain": [ + "
" + ] }, "metadata": { "needs_background": "light" @@ -865,18 +864,12 @@ "plt.plot(runner.mon.ts, runner.mon['syn.g'], label='g')\n", "plt.legend()\n", "plt.show()" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -890,9 +883,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 1 -} \ No newline at end of file +} diff --git a/docs/tutorial_toolbox/synaptic_connections.ipynb b/docs/tutorial_toolbox/synaptic_connections.ipynb index 06720e909..f31eefe9b 100644 --- a/docs/tutorial_toolbox/synaptic_connections.ipynb +++ b/docs/tutorial_toolbox/synaptic_connections.ipynb @@ -74,8 +74,8 @@ "metadata": {}, "source": [ "There are two classes inheriting from the base class `bp.conn.Connector`:\n", - "- [bp.conn.TwoEndConnector](../apis/auto/building/generated/brainpy.building.connect.TwoEndConnector.rst): a connector to build synaptic connections **between two neuron groups**.\n", - "- [bp.conn.OneEndConnector](../apis/auto/building/generated/brainpy.building.connect.OneEndConnector.rst): a connector to build synaptic connections **within a population of neurons**.\n", + "- [bp.conn.TwoEndConnector](../apis/auto/generated/brainpy.building.connect.TwoEndConnector.rst): a connector to build synaptic connections **between two neuron groups**.\n", + "- [bp.conn.OneEndConnector](../apis/auto/generated/brainpy.building.connect.OneEndConnector.rst): a connector to build synaptic connections **within a population of neurons**.\n", "\n", "Users can click the link of each class above to look through the API documentation." ] @@ -114,6 +114,7 @@ }, { "cell_type": "markdown", + "metadata": {}, "source": [ "### Connector.build_conn()\n", "Users can customize the connection in `build_conn()` function. Notice there are three connection types users can provide:\n", @@ -144,10 +145,7 @@ "```\n", "\n", "After creating the synaptic connection, users can use the `require()` method to access some useful properties of the connection." - ], - "metadata": { - "collapsed": false - } + ] }, { "cell_type": "markdown", @@ -2218,4 +2216,4 @@ }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +}