Skip to content

Instantly share code, notes, and snippets.

@leegao
Created June 2, 2016 22:06
Show Gist options
  • Save leegao/5a191dd5d7a9e9187fc1a0242ff5804a to your computer and use it in GitHub Desktop.
Save leegao/5a191dd5d7a9e9187fc1a0242ff5804a to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"metadata": {
"slideshow": {
"slide_type": "skip"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:27:58.028796",
"start_time": "2016-06-02T12:27:58.000161"
}
},
"cell_type": "code",
"source": "# Prelude for cell hackiness\n\nimport codecs\nimport IPython.display\nfrom struct import pack, unpack\nfrom IPython.display import display, Math, Latex\n\ndef initializeHack():\n html = \"\"\"\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n \"\"\"\n IPython.display.display_html(html, raw=True)\n\ndef hide_code_in_slideshow():\n initializeHack()\n import os\n uid = str(codecs.encode(os.urandom(8), \"hex\"), 'ascii')\n html = \"\"\"\n <div id=\"%s\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-%s {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_%s = function() {\n var p = $(\"#%s\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-%s\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-%s\");\n orig.addClass(\"hide-in-slideshow-%s\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-%s\");\n orig.removeClass(\"hide-in-slideshow-%s\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-%s\");\n }\n show_%s();\n </script>\"\"\" % (uid, uid, uid, uid, uid, uid, uid, uid, uid, uid, uid)\n IPython.display.display_html(html, raw=True)\n\nhide_code_in_slideshow()",
"execution_count": 199,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"baa2f3d2cb22d6ba\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-baa2f3d2cb22d6ba {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_baa2f3d2cb22d6ba = function() {\n var p = $(\"#baa2f3d2cb22d6ba\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\");\n orig.addClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\");\n orig.removeClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-baa2f3d2cb22d6ba\");\n }\n show_baa2f3d2cb22d6ba();\n </script>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "# You Could Have Invented Fast Inverse Roots Using $8^{th}$ Grade Math."
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "markdown",
"source": "*Algebra, \"Music Theory\", and Logarithms Oh My!*\n\nBy: [Lee](http://phailed.me)\n\n<small><em>Press the Down button to see the motivation for this deck.</em></small>"
},
{
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"cell_type": "markdown",
"source": "## What's the point?"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## What's the [Fast Inverse Root Method](https://en.wikipedia.org/wiki/Fast_inverse_square_root) you ask?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "This is actual code used in Quake and other early 3D games to help us calculate $\\frac{1}{\\sqrt{x}}$, seriously\n\n```c\nfloat rsqrt(float x) {\n long i = * ( long * ) &x; // floating point bit hack\n i = 0x5f3759df - ( i >> 1 ); // what the fuck? \n return * ( float * ) &i;\n}```"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Supposedly,\n$$\n\\textsf{rsqrt}(x) \\approx \\frac{1}{\\sqrt{x}}\n$$\nand the secret is unlocked behind this impenetrable magical constant **`0x5f3759df`**."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "![](http://i.imgur.com/Coj4Uok.jpg)"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Does this actually work?"
},
{
"metadata": {
"code_folding": [],
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:28:09.511900",
"start_time": "2016-06-02T12:28:09.489324"
},
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "code",
"source": "%matplotlib inline\n\nfrom struct import pack, unpack\nimport numpy as np\nimport matplotlib.pyplot as plt\n\[email protected]\ndef sharp(x):\n return unpack('I', pack('f', x))[0]\n\[email protected]\ndef flat(y):\n return unpack('f', pack('I', int(y) & 0xffffffff))[0]\n\nstar_long_star_amp = sharp;\nstar_float_star_amp = flat;\n\nhide_code_in_slideshow();",
"execution_count": 200,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"4c9a4492100bff43\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-4c9a4492100bff43 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_4c9a4492100bff43 = function() {\n var p = $(\"#4c9a4492100bff43\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-4c9a4492100bff43\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-4c9a4492100bff43\");\n orig.addClass(\"hide-in-slideshow-4c9a4492100bff43\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-4c9a4492100bff43\");\n orig.removeClass(\"hide-in-slideshow-4c9a4492100bff43\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-4c9a4492100bff43\");\n }\n show_4c9a4492100bff43();\n </script>"
}
}
]
},
{
"metadata": {
"code_folding": [],
"collapsed": true,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T10:09:34.364400",
"start_time": "2016-06-01T10:09:34.359046"
},
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "code",
"source": "@np.vectorize\ndef rsqrt(x): # float rsqrt(float x) {\n i = star_long_star_amp(x); # long i = * ( long * ) &x;\n i = 0x5f3759df - ( i >> 1 ); # i = 0x5f3759df - ( i >> 1 );\n return star_float_star_amp(i); # return * ( float * ) &i;\n # }",
"execution_count": 73,
"outputs": []
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T10:09:37.479307",
"start_time": "2016-06-01T10:09:36.366026"
}
},
"cell_type": "code",
"source": "# Construct a plot\nfig = plt.figure(figsize=(16,8));\nax = plt.axes();\n\n# Plot the approximation and the actual inverse sqrt function\nx = np.linspace(1, 50, 5000);\napproximation, = ax.plot(x, rsqrt(x))\nactual, = ax.plot(x, 1/np.sqrt(x))\n\nfig.legend(handles=[approximation, actual], labels=[r'qsqrt(x)', r'$\\frac{1}{\\sqrt{x}}$'], fontsize=20);\nfig.suptitle(r\"$\\frac{1}{\\sqrt{x}}$ versus qsqrt(x)\", fontsize=26);\n\nhide_code_in_slideshow()",
"execution_count": 74,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"bcea4a6e5c9fc992\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-bcea4a6e5c9fc992 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_bcea4a6e5c9fc992 = function() {\n var p = $(\"#bcea4a6e5c9fc992\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-bcea4a6e5c9fc992\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-bcea4a6e5c9fc992\");\n orig.addClass(\"hide-in-slideshow-bcea4a6e5c9fc992\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-bcea4a6e5c9fc992\");\n orig.removeClass(\"hide-in-slideshow-bcea4a6e5c9fc992\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-bcea4a6e5c9fc992\");\n }\n show_bcea4a6e5c9fc992();\n </script>"
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABAgAAAIKCAYAAACugX0rAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nAAAAABCBAAAAAAAAiEAAAAAAAAAk/T+LdCG6JLh6QQAAAABJRU5ErkJggg==\n",
"text/plain": "<matplotlib.figure.Figure at 0x10a306240>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "### Close Enough!"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## So what's up with the `0x5f3759df`\n\nWhere did this thing come from?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* It's alien technology long lost to our generation."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* It's super complicated and requires some advanced machinery from mathematics."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* It's just plain dark magic that only wizards wield."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "*Can we open up Pandora's Box and peer inside without going crazy?*"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "![](http://i.imgur.com/ES18rQg.jpg?1)"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## As it turns out, yes we can"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "In fact, I believe that the idea behind this technique is so easy that an $8^{th}$ grader can figure it all out."
},
{
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"cell_type": "markdown",
"source": "*Seriously? When I was an $8^{th}$ grader, I could barely use a calculator...*"
},
{
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"cell_type": "markdown",
"source": "Hey, $8^{th}$ graders are pretty smart nowadays, plus, this isn't really as much of a mindfuck as you think it is."
},
{
"metadata": {
"slideshow": {
"slide_type": "skip"
}
},
"cell_type": "markdown",
"source": "## So easy, even a caveman can do it!"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
},
"ExecuteTime": {
"end_time": "2016-05-31T22:31:48.285486",
"start_time": "2016-05-31T22:31:48.158548"
}
},
"cell_type": "markdown",
"source": "<p style=\"text-align: center;\">\n<img src=\"http://i.imgur.com/MxWzdDS.jpg\" style=\"margin-left:auto; margin-right:auto;\" />\n</p>"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Notation"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Recall that the fast inverse square root method looks like\n```c\nlong i = * ( long * ) &x; \ni = 0x5f3759df - ( i >> 1 ); \nreturn * ( float * ) &i;```"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* `*(long*)&` takes a `float` and outputs a `long`\n* `*(float*)&` takes a `long` and outputs a `float`"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Let's take some inspiration from musical notation and name these two operations the sharp ($\\cdot^\\sharp: \\textsf{float} \\to \\textsf{long}$) and the flat ($\\cdot^\\flat: \\textsf{long} \\to \\textsf{float}$) operators.\n\n$$\n\\textsf{rsqrt}(x) = \\left(\\textsf{0x5f3759df} - \\frac{1}{2} x^\\sharp\\right)^\\flat\n$$\n\nIn a way, you can think of a `float` as a \"halftone\" up from a `long`."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "<p><img src=\"http://i.imgur.com/Rzw2d1o.png?2\" style=\"margin-left:auto;margin-right:auto;\"/></p>"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "However, the anology isn't quite \"right\":\n* Taking a note a half-tone up or down still gives you a note. We give you a completely different type!\n* In order to bring $F^\\sharp$ down to $F$, you would use the natural ($\\natural$) operator."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "But whatever, it's close enough and it looks fancy 😉"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Do Snakes Dream of EDM?\n\nWhat would this look like in Python?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T22:55:07.143657",
"start_time": "2016-06-01T22:55:07.134661"
}
},
"cell_type": "code",
"source": "from struct import pack, unpack\n\nto_long = lambda hole: unpack('i', hole)[0] # y = (long*) x\nto_float = lambda hole: unpack('f', hole)[0] # y = (float*) x\n\nfrom_long = lambda hole: pack('i', int(hole) % 0x80000000) # long* y = &x\nfrom_float = lambda hole: pack('f', float(hole)) # float* y = &x\n\nhide_code_in_slideshow()",
"execution_count": 114,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"1fe8d1b473e99a8d\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-1fe8d1b473e99a8d {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_1fe8d1b473e99a8d = function() {\n var p = $(\"#1fe8d1b473e99a8d\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-1fe8d1b473e99a8d\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-1fe8d1b473e99a8d\");\n orig.addClass(\"hide-in-slideshow-1fe8d1b473e99a8d\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-1fe8d1b473e99a8d\");\n orig.removeClass(\"hide-in-slideshow-1fe8d1b473e99a8d\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-1fe8d1b473e99a8d\");\n }\n show_1fe8d1b473e99a8d();\n </script>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
},
"collapsed": true,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T22:55:07.961110",
"start_time": "2016-06-01T22:55:07.956313"
}
},
"cell_type": "code",
"source": "@np.vectorize\ndef sharp(x):\n return to_long(from_float(x))\n\[email protected]\ndef flat(y):\n return to_float(from_long(y))",
"execution_count": 115,
"outputs": []
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Here, $$\\begin{align*}\n\\textsf{sharp}(x) = x^\\sharp &= *(\\textsf{long}*) \\textsf{&} x \\\\\n\\textsf{flat}(y) = y^\\flat &= *(\\textrm{float}*) \\textsf{&} y\n\\end{align*}\n$$\n\n*Don't worry too much about the implementation details.*"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Music Theory\n\nWhat do we know about $\\sharp$ and $\\flat$?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Inverse Laws:$$\n\\left(x^\\sharp\\right)^\\flat = x = \\left(x^\\flat\\right)^\\sharp\n$$\n<sub><em>e.g. If you raise a number a half-tone and then lower it a half-tone, you get the same number back.</em></sub>"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Anihilator Laws:\n$$\n0^\\sharp = 0 = 0^\\flat\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "There are a few other algebraic properties of $\\sharp$ and $\\flat$, but unfortunately, they're pretty unstructured. In particular, $\\left(x^\\sharp + y^\\sharp\\right)^\\flat \\ne x + y$."
},
{
"metadata": {
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:07:08.258448",
"start_time": "2016-06-02T12:07:08.126815"
}
},
"cell_type": "code",
"source": "int( flat(sharp(1) + sharp(1)) ) # 1 + 1 is ...",
"execution_count": 174,
"outputs": [
{
"metadata": {},
"output_type": "execute_result",
"data": {
"text/plain": "170141183460469231731687303715884105728"
},
"execution_count": 174
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## A Tale of two Variables"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Let's forget about the magic constant `𝟢𝗑𝟧𝖿𝟥𝟩𝟧𝟫𝖽𝖿` for a moment."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* There are actually two magical constants in `rsqrt`, the other constant is the $-\\frac{1}{2}$.\n * Hey, $\\frac{1}{\\sqrt{x}}$ is just $x^{-\\frac{1}{2}}$, maybe they are related!"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Let's look at what happens when we change these two constants."
},
{
"metadata": {},
"cell_type": "markdown",
"source": "$$\n\\textsf{foobar}_{M,C}(x) = \\left(M + C \\cdot x^\\sharp\\right)^\\flat\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Foo, meet Bar\n$$\n\\textsf{foobar}_{M,C}(x) = \\left(M + C \\cdot x^\\sharp\\right)^\\flat\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T22:55:15.808776",
"start_time": "2016-06-01T22:55:15.803853"
}
},
"cell_type": "code",
"source": "def foobar(M, C):\n return np.vectorize(lambda x: flat(M + C * sharp(x)))\n\n# rsqrt(x) is instantiated with M = 0x5f3759df and C = -1/2\nrsqrt = foobar(0x5f3759df, -1.0/2.0)",
"execution_count": 117,
"outputs": []
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Recall that the `log-log` plot for $y = M \\cdot x^C$ is linear because\n\n$$\\begin{align*}\n\\log(y) &= \\log\\left(M x^C\\right) \\\\\n&= \\log(M) + C \\cdot \\log(x)\n\\end{align*}$$\n\nwhere $\\log(y)$ varies linearly with $\\log(x)$ with slope $C$."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "What does `foobar` looks like under the `log-log` scale?"
},
{
"metadata": {
"code_folding": [],
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-01T23:43:52.421534",
"start_time": "2016-06-01T23:43:43.803448"
},
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "code",
"source": "import matplotlib\nmatplotlib.rcParams['text.usetex'] = False\nmatplotlib.rcParams['text.latex.unicode'] = False\n\nx = np.linspace(1, 1000, 5000)\nallM = (1 << 26, 1 << 28, 0x5f3759df)\nproperties = {\n (0, 0): {'M': allM, 'C': -2},\n (1, 0): {'M': allM, 'C': 8},\n (0, 1): {'M': allM, 'C': 0.3},\n (1, 1): {'M': allM, 'C': -0.6},\n}\nfig, axarr = plt.subplots(2, 2, figsize=(14,8));\nfor key, property in properties.items():\n C = property['C']\n axarr[key].set_ylim(1e-39, 1e41)\n handle, = axarr[key].loglog(x, x ** C, linestyle='dotted');\n handles = [handle]\n for M in property['M']:\n baz = foobar(M, C)\n kwargs = {'ls' : 'dashed'} if M == 0x5f3759df else {}\n handle, = axarr[key].loglog(x, np.abs(baz(x)), **kwargs)\n handles.append(handle)\n axarr[key].set_title(r'For slope C = $%s$, ${\\rm foobar}_{M,%s}(x)$' % (C, C))\n axarr[key].legend(\n handles, \n [\n r'$x^{%s}$' % C, \n r'$M = 2^{26}$', \n r'$M = 2^{28}$',\n r'$M = {\\rm 0x5f3759df}$'\n ], loc=4)\n\nhide_code_in_slideshow()",
"execution_count": 160,
"outputs": [
{
"text": "/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/numpy/lib/function_base.py:2276: RuntimeWarning: invalid value encountered in ? (vectorized)\n outputs = ufunc(*inputs)\n",
"output_type": "stream",
"name": "stderr"
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"ae937744b9e48105\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-ae937744b9e48105 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_ae937744b9e48105 = function() {\n var p = $(\"#ae937744b9e48105\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-ae937744b9e48105\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-ae937744b9e48105\");\n orig.addClass(\"hide-in-slideshow-ae937744b9e48105\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-ae937744b9e48105\");\n orig.removeClass(\"hide-in-slideshow-ae937744b9e48105\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-ae937744b9e48105\");\n }\n show_ae937744b9e48105();\n </script>"
}
},
{
"text": "/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/matplotlib/scale.py:93: RuntimeWarning: invalid value encountered in less_equal\n mask = a <= 0.0\n",
"output_type": "stream",
"name": "stderr"
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA0MAAAHxCAYAAACvXWe4AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n",
"text/plain": "<matplotlib.figure.Figure at 0x10dbd0b00>"
}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Notice how as $C$ gets closer to $-\\frac{1}{2}$, the `0x5f3759df` line also gets closer to $x^C$."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "### What do you see?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* All the slopes are parallel to each other."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* ..."
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "markdown",
"source": "Honestly, it's hard to grok anything off of a series of pictures, so let's invoke the ancient wisdom of Python and look at a video of this instead."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T00:36:15.507509",
"start_time": "2016-06-02T00:32:35.405880"
}
},
"cell_type": "code",
"source": "from IPython.display import HTML\nfrom matplotlib import animation\nanimation.Animation._repr_html_ = lambda anim: anim.to_html5_video()\n\nx = np.linspace(1, 1000, 5000)\nallM = (1 << 26, 1 << 28, 0x5f3759df)\nfig = plt.figure(figsize=(14,8))\nax = plt.axes(ylim=(1e-39, 1e41))\n\ndef plotSomeMagic(C, fig, ax, handles=None):\n if not handles:\n handle, = ax.loglog(x, x ** C, linestyle='dotted');\n handles = [handle]\n for M in allM:\n baz = foobar(M, C)\n kwargs = {'ls' : 'dashed'} if M == 0x5f3759df else {}\n handle, = ax.loglog(x, np.abs(baz(x)), **kwargs)\n handles.append(handle)\n else:\n handles[0].set_data(x, x ** C)\n baz = foobar(allM[0], C)\n handles[1].set_data(x, np.abs(baz(x)))\n baz = foobar(allM[1], C)\n handles[2].set_data(x, np.abs(baz(x)))\n baz = foobar(allM[2], C)\n handles[3].set_data(x, np.abs(baz(x)))\n ax.set_title(r'For slope C = $%s$, ${\\rm foobar}_{M,%s}(x)$' % (C, C))\n ax.legend(\n handles, \n [\n r'$x^{%s}$' % C, \n r'$M = 2^{26}$', \n r'$M = 2^{28}$',\n r'$M = {\\rm 0x5f3759df}$'\n ], loc=4)\n return tuple(handles)\n\nhandles = plotSomeMagic(0, fig, ax)\n\n# initialization function: plot the background of each frame\ndef init():\n return plotSomeMagic(1, fig, ax, handles)\n\n# animation function. This is called sequentially\ndef animate(i):\n return plotSomeMagic(i, fig, ax, handles)\n\nhide_code_in_slideshow()\n\nvideo = animation.FuncAnimation(fig, animate, init_func=init, frames=np.arange(-2,8,0.10), interval=100, blit=True)\n\nplt.close();\n\nvideo",
"execution_count": 171,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"f146ff515a289d07\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-f146ff515a289d07 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_f146ff515a289d07 = function() {\n var p = $(\"#f146ff515a289d07\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-f146ff515a289d07\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-f146ff515a289d07\");\n orig.addClass(\"hide-in-slideshow-f146ff515a289d07\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-f146ff515a289d07\");\n orig.removeClass(\"hide-in-slideshow-f146ff515a289d07\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-f146ff515a289d07\");\n }\n show_f146ff515a289d07();\n </script>"
}
},
{
"text": "/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/numpy/lib/function_base.py:2276: RuntimeWarning: invalid value encountered in ? (vectorized)\n outputs = ufunc(*inputs)\n/Library/Frameworks/Python.framework/Versions/3.5/lib/python3.5/site-packages/matplotlib/scale.py:93: RuntimeWarning: invalid value encountered in less_equal\n mask = a <= 0.0\n",
"output_type": "stream",
"name": "stderr"
},
{
"metadata": {},
"output_type": "execute_result",
"data": {
"text/plain": "<matplotlib.animation.FuncAnimation at 0x115899cf8>",
"text/html": "<video width=\"1008.0\" height=\"576.0\" controls autoplay loop>\n <source type=\"video/mp4\" src=\"data:video/mp4;base64,AAAAHGZ0eXBNNFYgAAACAGlzb21pc28yYXZjMQAAAAhmcmVlAAYvAG1kYXQAAAKvBgX//6vcRem9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\nLjI1LjEwMA==\n\">\n Your browser does not support the video tag.\n</video>"
},
"execution_count": 171
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Graphing Calculator Woes"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* This clearly suggests that all of the lines have the same slopes since they are all parallel."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* We only varied the $C$ with time, which changes the slopes of the lines."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* We can also definitely see the lines shift vertically over time as well, with the exception of $x^C$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Also, the distances between the solid lines do not change even though their slopes do."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Throwback to the $8^{th}$ Grade"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* If you think back to Algebra 1, you should remember that the equation for a line is just\n\n$$\nw = a + b \\cdot z\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Here, we can substitute $w = \\log(y)$, $z = \\log(x)$, and $b = C$ to get it `log-log` equation:\n\n$$\n\\log(y) = a + C \\cdot \\log(x)\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "* In the case of $y = 1 \\cdot x^C$, the corresponding `log-log` equation is\n\n$$\n\\begin{align*}\n\\log(y) &= \\log\\left(1 \\cdot x^C\\right) \\\\\n&= \\log(1) + C \\cdot \\log(x).\n\\end{align*}\n$$\n"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* Since all of the other lines are parallel to the $x^C$ line, we also know, for some unknown constant $\\alpha$, that\n$$\n\\log\\left(\\textsf{foobar}_{M,C}(x)\\right) = \\alpha + C \\cdot \\log(x)\\\\\n$$\nThis confirms our earlier suspicion that the slope $C$ is related to the exponent."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* In fact, since the distances between the lines do not change as we vary the slope $C$ in the video, it's clear that the unknown constant $\\alpha$ will only depend on the value of our magical constant $M$:\n$$\n\\alpha = \\alpha_M\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
},
"ExecuteTime": {
"end_time": "2016-06-02T01:30:35.228799",
"start_time": "2016-06-02T01:30:35.218385"
}
},
"cell_type": "markdown",
"source": "# Eureka!"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* It means that for every exponent $C$, there exists some constant $M$ such that $\\textsf{foobar}_{M,C}(x) \\approx x^C$."
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "* This is all we need to find meaningful \"magic\" constants!"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "### In fact, you can find a magic constant for every exponent $x^C$."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "![](http://i.imgur.com/y3W6AEq.jpg)"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Fast Exponentiation [1]"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "We know that for each $C$, there's some magic $M^*$ such that\n$$\n\\textsf{foobar}_{M^*,C}(x) = \\left(M^* + C \\cdot x^\\sharp\\right)^\\flat \\approx x^C\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "How do we find $M^*$? We know that for inverse square-roots, $M^*$ is around `0x5f3759df`."
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "markdown",
"source": " * Answer: More $8^{th}$ grade algebra."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Fast Exponentiation [2]"
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "markdown",
"source": "Question: What happens if you send $x = 1$ into $x^C$?\n * Answer: $1^C = 1$ no matter what $C$ is. (Dude, Spoilers!)"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "This is the only crucial insight that we need."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Fast Exponentiation [3]"
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"cell_type": "markdown",
"source": "So let's use $x = 1$ as a fixed boundary. If $\\textsf{foobar}_{M^*,C}(x)$ is supposed to approximate $x^C$, then we should also expect that $\\textsf{foobar}_{M^*,C}(x = 1) = 1^C$.\n$$\n\\textsf{foobar}_{M^*,C}(1) = \\left(M^* + C \\cdot 1^\\sharp\\right)^\\flat \\approx 1^C = 1\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Recall that ${a^\\flat}^\\sharp = a$, so let's raise both sides by half-tone.\n$$\n{\\left(M^* + C \\cdot 1^\\sharp\\right)^\\flat}^\\sharp = M^* + C \\cdot 1^\\sharp \\approx 1^\\sharp\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Unfortunately, $1^\\sharp \\ne 1$, but we can subtract the $C \\cdot 1^\\sharp$ from both sides to get\n$$\n\\begin{align*}\n\\left(M^* + C \\cdot 1^\\sharp\\right) - C \\cdot 1^\\sharp &\\approx \\left(1^\\sharp\\right) - C \\cdot 1^\\sharp \\\\\nM^* &\\approx \\boxed{(1 - C) \\cdot 1^\\sharp}\n\\end{align*}\n$$"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Fast Exponentiations [Fin]"
},
{
"metadata": {},
"cell_type": "markdown",
"source": "This seems to suggest that $\\textsf{foobar}_{(1 - C)1^\\sharp,C}(x) \\approx x^C$. How close is this to the truth?"
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:56:00.995842",
"start_time": "2016-06-02T12:56:00.972149"
}
},
"cell_type": "code",
"source": "# What is 1#?\ndisplay(Latex(r'Just $1^\\sharp = \\textsf{%s}$.' % hex(sharp(1))))\n\n# What about inverse square-root?\ndisplay(Latex(r'For the inverse square-root, its magical constant should be \\\n $$\\left(1 - \\frac{-1}{2}\\right)1^\\sharp = \\textsf{%s}$$' \n % hex(3 * sharp(1) // 2)))\n\nhide_code_in_slideshow()",
"execution_count": 218,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/latex": "Just $1^\\sharp = \\textsf{0x3f800000}$.",
"text/plain": "<IPython.core.display.Latex object>"
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/latex": "For the inverse square-root, its magical constant should be $$\\left(1 - \\frac{-1}{2}\\right)1^\\sharp = \\textsf{0x5f400000}$$",
"text/plain": "<IPython.core.display.Latex object>"
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"c90e426704a7f431\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-c90e426704a7f431 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_c90e426704a7f431 = function() {\n var p = $(\"#c90e426704a7f431\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-c90e426704a7f431\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-c90e426704a7f431\");\n orig.addClass(\"hide-in-slideshow-c90e426704a7f431\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-c90e426704a7f431\");\n orig.removeClass(\"hide-in-slideshow-c90e426704a7f431\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-c90e426704a7f431\");\n }\n show_c90e426704a7f431();\n </script>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "Hmm, weren't we expecting `0x5f3759df` instead of `0x5f400000`?\n * It turns out that magic constants that are close to each other have nearly identicle behavior. Here, `0x5f3759df` is only 0.035% away from `0x5f400000`! Close enough."
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"cell_type": "markdown",
"source": "## Behold! The Fast Arbitrary Power Function!"
},
{
"metadata": {
"slideshow": {
"slide_type": "-"
},
"collapsed": true,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:35:32.625990",
"start_time": "2016-06-02T12:35:32.616583"
}
},
"cell_type": "code",
"source": "def qexp(C):\n # (1 - C) * sharp(1) + C * sharp(x)\n return np.vectorize(lambda x: flat((1 - C) * sharp(1) + C * sharp(x)))",
"execution_count": 203,
"outputs": []
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
},
"ExecuteTime": {
"end_time": "2016-06-02T13:02:45.227729",
"start_time": "2016-06-02T13:02:45.210297"
}
},
"cell_type": "markdown",
"source": "```c\n#define MAGIC 0x3f800000\nfloat qpow(float x, float exponent) {\n long i = * ( long * ) &x; // floating point bit hack\n i = (1 - exponent) * MAGIC + exponent * i; // what the fuck? \n return * ( float * ) &i;\n}```"
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:48:24.183889",
"start_time": "2016-06-02T12:48:19.645017"
}
},
"cell_type": "code",
"source": "x = np.linspace(1, 1000, 5000)\nproperties = {\n (0, 0): {'M': allM, 'C': -1},\n (1, 0): {'M': allM, 'C': 2},\n (0, 1): {'M': allM, 'C': 0.3},\n (1, 1): {'M': allM, 'C': -0.6},\n}\nfig, axarr = plt.subplots(2, 2, figsize=(14,8));\nfor key, property in properties.items():\n C = property['C']\n handle, = axarr[key].plot(x, x ** C);\n handles = [handle]\n baz = qexp(C)\n handle, = axarr[key].plot(x, baz(x))\n handles.append(handle)\n # axarr[key].set_title(r'For slope C = $%s$, ${\\rm foobar}_{M,%s}(x)$' % (C, C))\n axarr[key].legend(\n handles, \n [\n r'$x^{%s}$' % C, \n r'$M^* = $ %s' % hex(int(C * sharp(1))),\n ], loc=4)\n\nhide_code_in_slideshow()",
"execution_count": 211,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"5b2eb1f52df54beb\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-5b2eb1f52df54beb {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_5b2eb1f52df54beb = function() {\n var p = $(\"#5b2eb1f52df54beb\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-5b2eb1f52df54beb\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-5b2eb1f52df54beb\");\n orig.addClass(\"hide-in-slideshow-5b2eb1f52df54beb\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-5b2eb1f52df54beb\");\n orig.removeClass(\"hide-in-slideshow-5b2eb1f52df54beb\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-5b2eb1f52df54beb\");\n }\n show_5b2eb1f52df54beb();\n </script>"
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA1gAAAHfCAYAAABNtXnhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xl4lNX5//H3yQKELWENO7IJIkvCIqsQQBQ3cEVArQZR\nW2vV9lertrVQK7bS1lqr1WINVJRFFL+AgqJgEFD2BAg7IvsOYQkhIcmc3x8TINuEJMzMM8l8Xtc1\nFzPznDlzz2mcu/ec85zHWGsRERERERGRKxfidAAiIiIiIiIVhQosERERERERL1GBJSIiIiIi4iUq\nsERERERERLxEBZaIiIiIiIiXqMASERERERHxkoAssIwx7xljDhtj1hfT5g1jzHZjTLIxJsaf8YmI\niJSEMeYFY8xGY8x6Y8yHxphKTsckIiK+FZAFFjAJuMnTQWPMzUAra20b4HHgHX8FJiIiUhLGmObA\no0CstbYTEAaMcDYqERHxtYAssKy1S4HUYpoMA97PbbsCiDTGRPsjNhERkRI6DZwHqhljwoCqwAFn\nQxIREV8LyAKrBBoDe/M83p/7nIiISECw1qYCfwf24M5TJ621XzsblYiI+FqY0wH4mjHGOh2DiIiA\ntdY4HYM/GWNaAr8EmgOngI+NMaOstVMLtFOeEhEJAN7KU+V1Bms/0DTP4ya5zxXJWqtbEbexY8c6\nHkOg3jQ2GhuNjXdvQaobsMxae8JamwPMAnoX1dDp/30C9ab/pjQ2GhuNjS9vZzMymblkLWPeSvDq\nl38gz2CZ3FtR5gA/B2YYY3riXnZx2G+RiYiIXN5W4EVjTBUgExgErHI2JBGR4HT8zBnmrFzHVylJ\nJB1MYk9WEukRW6l0tiUNTaxX3ysgCyxjzFQgDqhjjNkDjAUqAdZaO9FaO88Yc4sxZgdwFoh3LloR\nEZHCrLXrjDHvA2uAHCAJmOhsVCIiFd/+k0eYvTKJhRuTWHc4iX05SWRW2k+VMx1oGhZLTHQPnrn2\np9zRuyPRtSMAMP/4wGvvH5AFlrV2VAnaPOmPWCqyuLg4p0MIWBobzzQ2nmlspCBr7V+BvzodR3ml\n/6Y809h4prHxrKKNjbWWHcd38dnqJL7ZksT6I0kcsElkkU7VU7E0rxxLr0a3c2OnPzC0d1sia/in\n9DHWVuy18cYYW9E/o4hIoDPGYINsk4uSUp4SEbm8bFc2Gw9vYX5yEolbk0g5lsQhknFlVKPq6Vha\nVImlW5NYhnSO5eZezalZs3Qpx5t5SgWWiIj4nAosz5SnRETyS89KZ92hDSxYn8S325LYeCKJo2Yj\n9lQTqp2OpWXVWK5rGsstsbEM7FmPyMgrf08VWKWgxCUi4jwVWJ4pT4lIMDtx7gRJB5NZuCmJJduT\n2JyaRCo/wrF2VD0VS+vqsfS8KpZbunSmT/fq1K7tmzhUYJWCEpeIiPNUYHmmPCUiwcBay77T+0g6\nlMSynUks2Z7MptQkzuacgMOdqXwilqtrxtK7ZSxDurSnZ/dK1K3rv/hUYJWCEpeIiPNUYHmmPCUi\nFU2OK4ftJ7aTdDCJVfuSWLojiU2pyWRnhRByOJacfbG0qRFLn1ax3NitFT17hNC4sbMxq8AqBSUu\nERHnqcDyTHlKRMqzzOxMUo6kkHQoibUHk/j+xyS2nNhAeFY9Qo/GkrY9luaV3DNTcV0b0rOnoW1b\nCA11OvL8VGCVghKXiIjzVGB5pjwlIuXF6czTJB9KJulgEkmHkli5N4kfUrcTmdOK0KOxpG6OpXZm\nLL1bxtC3WxTXXQexsRAR4XTkl6cCqxSUuEREnKcCyzPlKREJRIfSDl0spJIOJbH2QBIHTh+kPh3d\nxdSmWOyBWHq06ECv7hH06AHdu+PX86a8SQVWKShxiYg4TwWWZ8pTIuIkay07U3e6C6k8BVVG1nma\nhMZS6UQsJ7fEcmBNDO3rt6V3r1B69YIePaBlSzAV5JtdBVYpKHGJiDhPBZZnylMi4i9ZOVlsPrY5\nXyGVfCiZmpUjuapyLFVPxXJmWyw/LIvFnmpK716GXr2gVy/o1g2qVnX6E/iOCqxSUOISEXGeCizP\nlKdExBfOnj/L+sPr881MbTq6ieZRzWlbM5YaabGk74xl94oYNq+pS7t2XCymevWCFi0qzuxUSajA\nKgUlLhER56nA8kx5SkSu1LH0YxeLqORDySQdSmL3yd20r9eezvVjqZ0Vy/ldsexd3YlV31UjIyN/\nMdW9O1Sr5vSncJYKrFJQ4hIRcZ4KLM+Up0SkpKy17Dm1p9D5UqczTxPTIIbYBrG0rRmLPRjLnrXX\n8P3ScNasgTZt8hdUrVoF1+xUSajAKgUlLhER56nA8kx5SkSKkuPKYevxrYXOl6oUWonYBrHuW8NY\nom0se9a14LtlISxdCjt3umek+vZ133r2hJo1nf40gU8FVikocYmIOE8FlmfKUyKSkZ3BhsMb8s1M\npRxJoUH1BsQ2jL1YUHWOjuX47gYsXcrF27lzl4qpvn3d150KD3f6E5U/KrBKQYlLRMR5KrA8U54S\nCS4nM07mu1hv0qEkdpzYwdV1rs43M9U5ujOVbCSrVl0qpr7/HurVu1RMXX89tG6t5X7eoAKrFJS4\nREScpwLLM+UpkYrJWsvBtIP5Cqmkg0kcOXuETtGdLhZSsQ1i6VC/A5XDKnPqlLuQ+vZbWLIE1q2D\nDh0uFVS9e0N0tNOfrGJSgVUKSlwiIs5TgeWZ8pRI+eeyLn448UOhzSdyXDn5lvjFNoylTe02hIaE\nAnDihLuQWrzYfdu6Fa67Dvr3h3793PeDfXc/f1GBVQpKXCIizlOB5ZnylEj5cj7nPJuObspXSK07\ntI7aEbULFVONazTG5Fm/d+yYe3bqQkG1c6d7E4r+/d237t2hcmUHP1wQU4FVCkpcIiLOU4HlmfKU\nSOA6k3mGdYfXkXTw0vWlthzbQotaLfIVUjENYqgdUbvQ6w8dyl9Q7d0LffpcKqi6dtWGFIFCBVYp\nKHGJiDgvGAssY8zVwAzAAgZoCbxorX2jQDvlKZEAcOTskULnS+0/s59r612b73ypjtEdqRpetcg+\n9u+/VEwtXgxHjrjPnbpQUMXEQFiYnz+YlIgKrFJQ4hIRcV4wFlh5GWNCgH1AD2vt3gLHlKdE/Mha\ny66TuwqdL3X2/NlCS/za1W1HWIjniujYMUhMhEWLYOFCOH7cfe7UhYKqY0cIDfXfZ5OyU4FVCkpc\nIiLOU4FlbsQ9e3V9EceUp0R8JNuVzZZjWwpdrLdqeNV8hVRsg1iuiroq3/lSRTl92r0pxaJF7tvO\nne6t0gcOdN86dYKQED99OPEqFViloMQlIuI8FVjmPWCNtfbfRRxTnhLxgvSs9EIX6914dCONazQu\nNDNVv1r9EvWZkQHffXepoNqwwb2z34WCqls3nUNVUXgzT2kVqIiIiA8ZY8KBocDzntqMGzfu4v24\nuDji4uJ8HpdIeXbi3IlCF+vdmbqTdnXbXSykHuz8IJ2jO1Ojco0S95uVBatXXyqoVq50L/MbOBBe\nfhl69YKICB9+MPGbxMREEhMTfdK3ZrBERMTngnkGyxgzFHjCWjvEw3HlKREPrLXsP7O/0OYTx88d\np3N053xL/K6tfy2VQiuVsn/YsgUWLICvvnIv/2vRAgYNchdV118PNWv66MNJQNESwVJQ4hIRcV6Q\nF1jTgC+stf/zcFx5SgT3xXq3H99eaPMJgym0xK917daEmLKd7HTsGHz99aWiKiQEbrwRBg92F1V1\n63r5g0m5oAKrFJS4REScF6wFljGmKrAbaGmtPeOhjfKUBJ3M7ExSjqRcLKaSDyez/vB66latW2jz\niUY1Gl1284li3yvTfR7VhYJq+3b3Dn833ui+tWkDV9C9VBAqsEpBiUtExHnBWmCVhPKUVHSnM08X\nOl9q2/FttKrVKt/MVEyDGGpF1Lri97MWNm92F1QLFsDSpXDNNZcKqp49tTGFFKYCqxSUuEREnKcC\nyzPlKaloth/fziebP2HNwTUkHUziYNpBOtTvkG9mqmP9jkSEe2+3iOPHLxVUCxa4C6gLBdXAgVC7\nttfeSiooFViloMQlIuI8FVieKU9JRZB2Po2ZG2eSkJzAtuPbGN5+OD2a9CC2QSxt67Yt9mK9ZeFy\nwdq1MG8ezJ8PGzdCXBzcdJO7qGrdWsv+pHRUYJWCEpeIiPNUYHmmPCXllbWWpXuWMil5ErM2z6L/\nVf2Jj4nn1ja3Eh7q/TV4J064Z6fmz4cvvnDPSt18M9xyi3u3v8qVvf6WEkQqfIFljBkCvA6EAO9Z\na18tcLwO8AHQEAgF/m6tneyhLyUuERGHqcDyTHlKypv9p/fz/rr3mZQ8idCQUEbHjObBzg/SoHoD\nr76PywXJye6Cat4890V++/VzF1Q33+zeTl3EWyp0gWWMCQG2AYOAA8AqYIS1dkueNmOBKtbaF4wx\ndYGtQLS1NruI/pS4REQcpgLLM+UpKQ8yszOZu20uCUkJLN+3nHva38Po2NH0aNzjinb4K+jkSfdO\nf/PmuWepata8NEvVrx9UqeK1txLJx5t5yrsLYr3jOmC7tXY3gDFmOjAM2JKnzSGgY+79GsDxooor\nERERESm75EPJTEqaxNSUqXSs35H4mHg+Hv4xVcOreu09tm+HuXNhzhz3eVV9+7oLqt//Hlq18trb\niPhNIBZYjYG9eR7vw1105fUusNAYcwCoDtznp9hEREREKrQT504wdcNUEpISOJZ+jIdjHmbFmBW0\nrNXSK/1nZ8P3318qqk6fhttug1//2r3jX1Xv1W4ijgjEAqskXgDWWWsHGGNaAV8ZYzpZa9OKajxu\n3LiL9+Pi4oiLi/NLkCIiwSoxMZHExESnwxCREspx5fD1zq9JSE7gyx1fckubW3j1hlcZ2GIgoSGh\nV9z/6dPw5ZfuomrePGjaFG6/HT74ALp0gZAQL3wIkQARiOdg9QTGWWuH5D5+HrB5N7owxswDxltr\nl+U+Xgg8Z61dXUR/WtsuIuIwnYPlmfKUOGnHiR1MTp7M/9b9jwbVGxAfE8/IDiO9csHf3bsvzVIt\nXw59+riLqttug2bNvBC8iBdV9HOwVgGtjTHNgYPACGBkgTabgRuAZcaYaOBqYKdfoxQREREph86e\nP8vHmz4mITmBzUc3c3/H+/l81Od0iu50Rf1a697179NPYfZsOHgQbr0VfvpT+OQTqFHDSx9AJMAF\n3AwWXNym/Z9c2qb9L8aYx3HPZE3M3TlwEtAMMMCfrbXTPPSlXwZFRBymGSzPlKfEH6y1fL/vexKS\nEvhk8yf0bdaX+Jh4brv6NiqFVipzvzk57vOpZs1yF1ahoXDXXTBsGPTs6X4sUh5U6G3avU2JS0TE\neSqwPFOeEl86cOYAU9ZNYVLyJADiY+J5sPODNKrRqMx9nj8P33zjLqpmz4boaHdRdddd0KEDeHHX\ndhG/qehLBEVERESkjM7nnOezbZ+RkJTAsr3LuPuau0kYlkCvJr3KfM2qs2fd16X69FP3JhXXXAN3\n3gnLlmkrdZGCNIMlIiI+pxksz5SnxFs2HN5AQlICH274kPb12hMfE8897e+hWqVqZerv1Cn3BhWz\nZsGiRdCjh7uoGjYMGpV9AkwkIGkGS0RERERIPZfKtJRpJCQlcPjsYR7q/BDfPfIdrWu3LlN/p0+7\nd/6bMQMWL4a4OLj7bnjvPahd27uxi1RUmsESERGf0wyWZ8pTUlo5rhwW/biIhOQE5m+fz5DWQ4iP\nieeGljeU6ZpVZ87AZ5/BRx+5Z6r69YP77nNvqR4Z6YMPIBKAtMlFKShxiYg4TwWWZ8pTUlI7U3cy\nOXkyk5MnU69aPeJj4hnVcRS1I0o/tZSWBp9/7i6qvv4a+vaF4cPdy/+ionwQvEiAU4FVCkpcIiLO\nU4HlmfKUFCc9K51PNn1CQnICKUdSGNVhFPGx8cQ0iCl9X+nuDSpmzIAFC6B370tFlZb/SbBTgVUK\nSlwiIs5TgeWZ8pQUZK1lxf4VJCQl8PGmj+nVtBfxMfHcfvXtVA6rXKq+srNh4UL48EP3uVXdurmX\n/915J9Sp46MPIFIOaZMLERERkQrmUNohpqybQkJyAjmuHOJj4tnwsw00rtm4VP1YC6tWuYuqGTOg\nWTO4/36YMAEaNPBR8CJykQosERERHzHGRAL/BToALmC0tXaFs1FJIMnKyeLz7Z+TkJTAkj1LuKvd\nXbx7+7v0adqn1Nes2r7dXVRNneousu6/H5YsgTZtfBS8iBRJSwRFRMTngnWJoDFmMrDYWjvJGBMG\nVLXWni7QRnkqCKUcSWFS0iQ+2PABbeu0JT4mnnuvvZfqlaqXqp9Dh9yzVB9+CHv2uJf/3X8/dO8O\nZbymsEhQ0jlYpaDEJSLivGAssIwxNYEka22ry7RTngoSJzNOMj1lOglJCRw4c4CHOj/EwzEP06ZO\n6aaYMjLcFwCePBm++w6GDnUXVYMGQZjWJomUiQqsUlDiEhFxXpAWWJ2BicAmoDOwGnjaWnuuQDvl\nqQrMZV188+M3JCQn8Pm2z7mx1Y3Ex8RzY6sbS3XNKmth9Wp3UTVjBsTEwMMPuzerqFbNZ+GLBA1t\nciEiIhL4woAuwM+ttauNMa8DzwNjCzYcN27cxftxcXHExcX5KUTxlV0nd128ZlVUlShGx47mn0P+\nSd2qdUvVz8GD8MEH7sIqI8NdVK1ZA82b+yRskaCRmJhIYmKiT/rWDJaIiPhckM5gRQPfW2tb5j7u\nCzxnrb29QDvlqQriXNY5Zm2eRUJyAusOrWNUx1HEx8QT2zC2VP1kZrq3VJ88GZYtg7vuchdWffvq\nvCoRX9EMloiISICz1h42xuw1xlxtrd0GDMK9XFAqEGstqw6sIiEpgY82fkSPJj14vOvjDG07lCph\nVUrVV0oKvPuue8OKTp3cRdWMGVoCKFLeqMASERHxnaeAD40x4cBOIN7heMRLDqcd5oP1H5CQnEBm\ndiajY0ez/mfraVKzSan6SU+Hjz6CiRNh924YPdp9DasWLXwUuIj4nJYIioiIzwXjEsGSUp4qP7Jy\nspi/Yz4JSQkk7krkzmvuZHTMaPo261vqa1atW+eerZo2DXr1gsceg1tu0S6AIk7REkERERERP9l0\ndBOTkiYxZf0UWtduzejY0Uy5cwo1KtcoVT9pae4lfxMnwoEDMGYMJCdD06Y+ClxEHKECS0RERKSA\nUxmnmLFxBpOSJ7H75G4e6vwQix9eTNu6bUvdV0oKvPWWu7i6/nr4wx9gyBAILfku7SJSjqjAEhER\nEcF9zarFuxaTkJzA3K1zuaHlDbzY70VubHUjYSGl+79MWVkweza8+SZs3+5eArhhAzRu7KPgRSRg\n6BwsERHxOZ2D5ZnylPN2n9zN/9b9j8nJk6leqTqPxD7C/Z3uL/U1qwAOHXKfW/Wf/0DLlvDkk+6L\nAYeH+yBwEfEanYMlIiIicgXOZZ3j/7b8H5OSJ7H24FpGdBjBzHtn0qVhl1JvWGEtfP+9exngvHkw\nfLj7306dfBS8iAQ0zWCJiIjPaQbLM+Up/7HWsubgGhKSEpixcQbdGnVjdMxohrUbVuprVoH7gsDT\npsEbb8CZM/DEE+5rV9Wq5f3YRcS3NIMlIiIiUgqfbfuM3y78LWezzhIfE0/S40k0i2xWpr6OHYN3\n3nHPWHXqBOPHw003QUiIl4MWkXJJBZaIiIhUWNmubH638HdMS5nGu7e/y+BWgwkxZauEtm6F11+H\n6dPhrrvgq6+gQwcvBywi5Z4KLBEREamQDpw5wIiPR1A1vCprH19bpk0rrIXFi+Hvf4eVK+GnP4Ut\nWyA62gcBi0iFoAJLREREKpxFPy7igVkP8ET3J/jt9b8t9axVdjZ89BH87W9w7hz88pfuxxERPgpY\nRCqMoCiwrLWl3hFIREREyh+XdfHKklf496p/M+XOKQxqOahUr8/IgMmT4a9/hSZN4E9/gptv1vlV\nIlJywVFgYTGowBIREanIjqUf48FPHyTtfBqrH1tNoxqNSvza06fdG1e8/jp07QpTpkDv3j4MVkQq\nrKD4PcZlXU6HICIiIj60fN9yuk7sSsf6HVn0k0UlLq6OHoXf/959UeDkZPjiC5g7V8WViJRdcMxg\n6foiIiIiFZK1ljdWvMH4JeP579D/MrTt0BK9bv9+mDDBPVM1fDisWAGtWvk4WBEJCgE5g2WMGWKM\n2WKM2WaMec5DmzhjTJIxJsUY801x/VlUYImIiFQ0pzNPM/zj4by//n2Wj1leouLqwAF46ino2BHC\nwiAlxb00UMWViHhLwBVYxpgQ4E3gJuBaYKQxpl2BNpHAW8Bt1toOwL3F9akZLBERkYpl/eH1dJvY\njboRdVk2ehkta7Ustv3Bg/D00+7rVoWHw6ZN7q3XG5X8NC0RkRIJuAILuA7Ybq3dba3NAqYDwwq0\nGQV8Yq3dD2CtPVZch5rBEhERqTgmJU1i0PuDGNt/LG/f9jZVwqp4bHvokHuL9Wuvde8EeKGwatDA\njwGLSFAJxHOwGgN78zzeh7voyutqIDx3aWB14A1r7RRPHWoGS0REpPxLz0rnyXlPsnzfchY/vJj2\n9dp7bHv0KPzlLzBpEvzkJ7BxIzRs6MdgRSRoBeIMVkmEAV2Am4EhwIvGmNaeGmsGS0REpHzbfnw7\nvd7rxfmc86x8dKXH4iotDV56Ca65BjIz3edYvf66iisR8Z9AnMHaDzTL87hJ7nN57QOOWWszgAxj\nzLdAZ2BHUR2+/NLLVAqtBEBcXBxxcXHejllERPJITEwkMTHR6TCkgvh408c88fkTvDTgJR7v+jjG\nFL625fnzMHEijB8PAwfCypXurddFRPzNBNryOWNMKLAVGAQcBFYCI621m/O0aQf8C/fsVWVgBXCf\ntXZTEf3Z0xmnqVG5hj/CFxGRIhhjsNYG3RXfjTG7gFOAC8iy1hZc8o4xxgZaLg4U53PO8+yCZ5m7\nbS4z751J10ZdC7VxuWDaNHjxRWjbFv78Z4iJcSBYESnXvJmnAm4Gy1qbY4x5EliAewnje9bazcaY\nx92H7URr7RZjzJfAeiAHmFhUcXWxTy0RFBERZ7iAOGttqtOBlDd7Tu1h+MzhRFePZs1ja6gVUatQ\nmwUL4De/gSpVICEBtEBFRAJBwM1geZsxxp48d5LIKpFOhyIiErSCeAbrR6CbtfZ4MW00g1XA/O3z\niZ8dz//r9f/4de9fF1oSuGUL/PrXsHUrvPoq3HknFLFqUESkxLyZp8rrJhelohksERFxiAW+Msas\nMsY86nQwgS7HlcOLi17k0bmPMvPemTzb59l8xdWJE+5rWV1/PQwY4N7A4q67VFyJSGAJuCWCvqBf\nBkVExCF9rLUHjTH1cBdam621Sws2Gjdu3MX7wboZ0+G0w4yaNQqANY+tIbp69MVjWVnwzjvwpz/B\nPfe4r2VVr55TkYpIReDLzZiCYong8fTj1I6o7XQoIiJBK1iXCOZljBkLnLHWvlbg+aBfIvjt7m8Z\n9ckoRseOZmz/sYSGhF48tmCBe9aqaVN47TXo0MHBQEWkwqrQm1z4QrAnLhER8T9jTFUgxFqbZoyp\nBtwI/NHhsAKKy7r423d/47XvX2PyHZMZ0nrIxWP79sEvfwlr18I//wm33qqlgCJSPgRFgeWyLqdD\nEBGR4BMNfGqMsbjz7YfW2gUOxxQwUs+l8tD/PcTR9KOsenQVTSObAu7lgK+/7t684skn4f33ISLC\n4WBFREohKAosbXIhIiL+Zq39EdAVmYqw5sAa7p15L8PaDuPj4R9TKbQSAIsXwxNPQLNmsHw5tG7t\ncKAiImUQHAWWlgiKiIg4zlrLO6vfYWziWN6+9W3ubn83AMeOwa9+BYmJ7tkrbbsuIuVZcBRYmsES\nERFxVNr5NB7/7HFSjqSwbPQy2tRpg7UwYwY88wyMGuXeHbB6dacjFRG5MkFRYLlcKrBEREScsuno\nJu756B56N+3N8keWExEewb597uWAO3fC7NnQo4fTUYqIeEdQXGjYpSWCIiIijvhg/Qf0n9yf3/T5\nDf8d+l8qh0YwcSLExkK3bu5dAlVciUhFEhQzWDk5KrBERET8KSM7g2e+eIZvdn3Dop8somN0R3bt\ngtGjIT3dfb7Vtdc6HaWIiPcFxQxWtkvbtIuIiPjLztSd9Enow4lzJ1j16Co61O/I5MnQvTvcfDMs\nW6biSkQqLs1giYiIiNfM3jKbR+c+yov9XuTJ657k2DHDw4/DDz/AwoXQqZPTEYqI+FZQzGCpwBIR\nEfGtrJwsnl3wLE998RRzR87lFz1+weefGzp3hjZtYOVKFVciEhyCYwZLuwiKiIj4zP7T+xnxyQhq\nVKrB2sfWUtXU4Wc/gy++gOnToV8/pyMUEfGf4JjBUoElIiLiE1/v/Jpu73ZjSKshfDbqM47uqUPP\nnnDiBCQnq7gSkeATHDNYWiIoIiLiVS7r4uVvX+ad1e8w9a6pDGgxgClT4Fe/gvHj4dFHwRinoxQR\n8b/gKLA0gyUiIuI1x9KP8cCsBziXfY41j62hZkhD4uNh+XJtZCEiEhRLBF0qsERERLziTOYZer3X\ni5gGMSz8yULOHGzIddeBywWrVqm4EhEJigIrO0fXwRIREfGG33z1G/o3789fbvgLX8wLo29fePpp\n+N//oHp1p6MTEXFecCwR1DlYIiIiV2zhzoV8vv1z1j2+gZdegokTYfZs6NXL6chERAJHcBRYWiIo\nIiJyRc5knmHM3DH8Y+B/iB8VydGj7iWBDRs6HZmISGAJiiWCOgdLRETkyjz/9fN0qzOAF0feTMOG\n8M03Kq5ERIqiGSwREREp1jc/fsPHKXMwb2/gt7+Cp55yOiIRkcAVHAWWzsESEREpk7TzaYyY9ggZ\ns97hwzejuO02pyMSEQlsQVFgZbu0i6CIiEhpWQs3TXiBtM39WPrurcTGOh2RiEjgC4oCK0fbtIuI\niEOMMSHAamCftXao0/GUlMsFd/86kVWVPmXtSxvo0MrpiEREyoeg2OTifE620yGIiEjwehrY5HQQ\npZGVBaMeOssX4Y/w/n1v06FVLadDEhEpN4KiwMpSgSUiIg4wxjQBbgH+63QsJZWeDnfeCStqvMAd\n3XozIvY2UBhCAAAgAElEQVR2p0MSESlXgmKJYFZOltMhiIhIcPoH8CwQ6XQgJXHyJNx+O1Rut5DM\nVh/z1m0pTockIlLuBEmBpRksERHxL2PMrcBha22yMSYOMJ7ajhs37uL9uLg44uLifB1eISdPwuAb\nLdX7vcu66N8x7c5p1I6o7fc4RET8ITExkcTERJ/0bayt2FuYG2Psm/O/4udDbnA6FBGRoGWMwVrr\nscCoiIwxrwAPANlABFADmGWt/UmBdtbpXHzyJAwakk76gCcIabqKWcNn0bZuW0djEhHxJ2/mqYA8\nB8sYM8QYs8UYs80Y81wx7bobY7KMMXcV11+2ZrBERMTPrLW/tdY2s9a2BEYAiwoWV4Hg5Enod8cO\n9gzuTWy386wYs0LFlYjIFQi4Ait3O9s3gZuAa4GRxph2Htr9Bfjycn1qiaCIiEhhp05B9wdns6N/\nb8be/igf3vUh1StVdzosEZFyLRDPwboO2G6t3Q1gjJkODAO2FGj3C+BjoPvlOsxyaZMLERFxjrV2\nMbDY6TjyOnM2mw7PvMjJ2A9ZOGYOvZr2dDokEZEKIRALrMbA3jyP9+Euui4yxjQC7rDWDjDG5DtW\nFM1giYiIXLIv9TAxL48kvF4oO55dQ3SNek6HJCJSYQRigVUSrwN5z80q9oS0hdOn49qwEXBudyYR\nkWDiy92Z5Mos2b2MIf8dQcPT8aS8OZYqlUOdDklEpEIJuF0EjTE9gXHW2iG5j58HrLX21Txtdl64\nC9QFzgKPWWvnFNGffX7a+/x5xIO+D15ERIoUjLsIlpS/dhG01vLGijf47fxXaL4ugdVTb6VqVZ+/\nrYhIueDNPBWIM1irgNbGmObAQdw7L43M2yB3RyYAjDGTgLlFFVcX6ELDIiISzM5knmHM3DF8v2UH\nDectZ9mCFiquRER8JOB2EbTW5gBPAguAjcB0a+1mY8zjxpjHinrJ5frMdukcLBERCU6bjm7iuv9e\nx+kjkZx/ZxkLZrSgVi2noxIRqbgCcQYLa+0XQNsCz/3HQ9vRl+tPBZaIiASj6SnT+cX8X/B0+wm8\nER/Pp59Cy5aXf52IiJRdQBZY3qYCS0REgs2fFv+JyesmM+O2r3jklhheew369HE6KhGRik8FloiI\nSAXz/d7v+ffqf5P06HoeuKseI0bAAw84HZWISHAIuHOwfEGbXIiISLDIyM5g9JzR/Ovmf/GvV93X\nt3r5ZYeDEhEJIkExg5WlGSwREQkS4xLH0aF+Byr/cA9TpsDq1RCqS12JiPhNcBRYOSqwRESk4lu1\nfxWTkicx9+b13DYA5syB+vWdjkpEJLgEyRJBFVgiIlKxZWZnEj87nr/d8A+eeTSa55+Hnj2djkpE\nJPgESYGlc7BERKRiG79kPK1qt+KH2SOpVg2eecbpiEREgpOWCIqIiJRzyYeSeWf1O7zXPZkxTxuS\nkiAkKH5CFREJPEFRYGmbdhERqaiycrKInx3PS9dP4JcPNOLtt6FRI6ejEhEJXkHx+5ZmsEREpKJ6\nddmrNKzekC0zHqJXL7jrLqcjEhEJbprBEhERKadSjqTwzxX/5L3ua3ns/xlSUpyOSEREgqLAynJp\nkwsREalYsl3ZxM+O50/9X+H3Y5ry2mtQt67TUYmISFAsEdQMloiIVDR//+7vRFaO5PhXY2jSBEaO\ndDoiERGBIJnBUoElIiIVyZZjW/jrd39l9q2rGfpLw5o1YIzTUYmICARJgZWjAktERPzMGFMZ+Bao\nlHubba397ZX2m+PKYfTs0fwx7o+8+fJVPPkkXHXVlfYqIiLeEhxLBK3OwRIREf+y1mYCA6y1sUAn\nYKAxps+V9vvGijcIDw2n0/mfsXQp/OY3VxyqiIh4UXDMYFnNYImIiP9Za9Nz71bG/aNm6pX0t+PE\nDsYvGc93o5czakgIr74K1apdcZgiIuJFQTKDpQJLRET8zxgTYoxJAg4BidbaTWXty1rLmDlj+N31\nv2PNV60JC9PGFiIigUgzWCIiIj5irXUBscaYmsACY0x/a+3igu3GjRt38X5cXBxxcXGF+lp3eB17\nTu3hia5P0fEhePttbWwhIlJWiYmJJCYm+qRvY631SceBwhhjGzw3gIN/WeR0KCIiQcsYg7U2qMsB\nY8yLQLq19u8FnrclycW/W/g7sl3ZtNv3Ku+/D4sWqcASEfEWb+apoFgimKNNLkRExM+MMXWNMZG5\n9yOAwUByWfqy1jJz00zuuPpeXnoJ/vQnFVciIoEqOJYIoiWCIiLidw2B/xljDO4fNKdYaxeWpaN1\nh9eR7cpmw5ddadsW+vb1apwiIuJFQVFguXQOloiI+Jm1dgPQxRt9zdw4k3uuuZe//8IwcaI3ehQR\nEV8JiiWCLs1giYhIOXVheWD9Y/cSGQn9+jkdkYiIFEcFloiISABbf3g9Wa4sPnmzK88+q3OvREQC\nXVAUWDlokwsRESmfZm6aSe/Iezly2HDXXU5HIyIilxMc52BpBkuCzFVXXcXu3budDkOCUPPmzdm1\na5fTYVQYF5YHtkz6gCefhNBQpyMSEZHLUYElUgHt3r2bin6NOwlMRuvXvGrDkQ1knD/Pd59048O/\nOh2NiO/pB0LxNX/8EBgcBVZoutMhiIiIlNpHGz+iZca9NLndULu209GI+J5+IBRf88cPgcFxDlb4\nKadDEBERKZULywN3fnYvjz3mdDQiIlJSQVFgYSEjO8PpKEREREpsw5ENnDl7nionuunCwiIi5Uhw\nFFiZkZzMOOl0FCIiIiU2c+NMGpy4hwfuN9qaXUSkHAnIAssYM8QYs8UYs80Y81wRx0cZY9bl3pYa\nYzoW22FGFCfStUxQpDw7deoUs2bN4s9//rPToYj43IXlgbvm3cvIkU5HIyIipRFwm1wYY0KAN4FB\nwAFglTFmtrV2S55mO4F+1tpTxpghwLtAT099hpyP5PCpk7Sv78vIRcSXIiMj6dq1KykpKU6HIuJz\nKUdSOJmWQauI7rRu7XQ0InI5qampTJw4kejoaDp27EjXrl3zHd+9ezcrV65kx44d3HTTTXTp0sWh\nSMUfAnEG6zpgu7V2t7U2C5gODMvbwFq73Fp7YUpqOdC4uA5Ds6I4elozWCIiUj7M3DSTukfuZdRI\nrQ0UKQ8mT57MgAEDeOCBB3jttdcKHV+2bBl169alTZs2bNu2zYEIxZ8CbgYLd7G0N8/jfbiLLk/G\nAPOL6zAsJ5JjaSqwRALdsWPHWLx4cb4tVOvUqUP//v0djErE/775MZG9i8Zy9xynIxGRkti5cyf3\n3HMPYWFhpKamFjo+atQofvzxRxYsWMBLL73kQITiT4FYYJWYMWYAEA8Uu7+SK2knM8+/z5FvNhIX\nF0dcXJxf4hOR0qlbty533313sW10fZTyITExkcTERKfDKJestaw7mELTSh1p1szpaESkJFwuF6Gh\nocW2adGiBcOGDWPs2LG88sorfopMnBCIBdZ+IG9KaZL7XD7GmE7ARGCItbbwTwV51Ow0gM5DGzLu\n3l97NVARKZs5c+YQGhrKkiVL6NixI1988QW///3vadu2rcfXpKWl8fHHH7NmzRo2btzItdde68eI\npbQK/pj1xz/+0blgypmDaQfJyQrjrpt04rBIedGuXTuOHDlCnTp1iIyMLHT8ueee4+GHH6ZKlSpa\nIhgETKD9GmyMCQW24t7k4iCwEhhprd2cp00zYCHwoLV2+WX6s00feIm4QZm8//DLPoxcJHAYY4qd\n6fHWls9l+frYs2cP58+fp3Xr1nTt2pWFCxeybNkyBg4cSEREhHcCE8d4+tvLfV4nFBXBGGPzjtmC\nHxZw599fZdFDC+nRw8HARBxwufzlNE8/ENatW5eEhASioqLo0KEDkZGRzJ49mxdeeAGA5cuXc+TI\nETZt2sTtt9+uHwkd5I88FXAzWNbaHGPMk8AC3JtwvGet3WyMedx92E4EXgRqA/827pM1sqy1Hs/T\nqh4WSeq57f4IX6RccDJ3Nctd83TkyBFq1qxJVFQUt956q3MBiQSYb7ekYA93oHt3pyMRCTxO/0DY\nvn17WrduzR/+8Aeef/55oqKiaNasGRERETz77LP52rdv3/7i/Z493ZtdDx069IrilvIh4AosAGvt\nF0DbAs/9J8/9R4FHS9pfZOUoUtN1oWGRQLBlyxYyMzNJSkqiX79+AMybN49bbrnF4chEAkPi5hQ6\n1O9FSCDu8yviMP1AKOVBUHx914qI5FSmdhEUCQQLFizg888/x1pLRkYGs2fPJjo62umwRALGluMb\nGHBtB6fDEJECtmzZwrp165g3b16+HwhFCgrIGSxvq10tik1ZmsESCQRPPfWU0yGIBKwcl4sToZu4\nb4DOzxAJNAsWLCAtLY2GDRte/IGwSZMmToclASgoCqx6NSI5e1YzWCIi4j/GmCbA+0A04ALetda+\nUdxrvt3wIyEZdYltX9MfIYpIKegHQimpoCiw6kdGci5NM1giIuJX2cCvrLXJxpjqwBpjzAJr7RZP\nL5i1NIX6poPXTuQXERH/C4pzsBrWiuK80QyWiIj4j7X2kLU2Ofd+GrAZaFzca5bvTOHauh39EZ6I\niPhIUBRYjevWJCvkDC7rcjoUEREJQsaYq4AYYEVx7XacSaZPG21wISJSngXFEsHGDUMJya7Gmcwz\nRFYpfHVtERERX8ldHvgx8HTuTFYh48aN43yWi5ObPqPNzcP9G6CISBBKTEwkMTHRJ32bQL5atjcY\nY2xqqqX2y03Z9eIymkU2czokEZ/zdJVyEV/z9LeX+3zQnVlkjAkDPgPmW2v/6aGNtdYy8YtlPL3g\n55x7Ldm/QYoEEOUv8TV/5KmgWCIYGQmci+LACW10ISIifpUAbPJUXOX1f+u/om3IED+EJCIivhQU\nBZYxUIlIdh7QRhciIuIfxpg+wP3AQGNMkjFmrTHGYwW16UQS3Rp181+AIiLiE0FxDhZANerww8Ej\nTochIiJBwlq7DAgtaftDdgP92mkHQRGR8i4oZrAAGod0Zfm+lU6HISIiUsjpjDNkhh9icJfWToci\nIiJXKGgKrJg6fVifuszpMERE2LZtG7GxsURGRvLmm286HY4EgKXbNhKaeg0Noks84SUiIgEqaAqs\nAW16cNAmk5Gd4XQoIlJGp0+fZuvWrX57v9TUVO68806qV69OixYtmDZtWolf++CDD9KwYUMiIyNp\n1aoV48ePv3hswoQJDBw4kFOnTvHkk08CsH//foYOHUqdOnVo1KgRv/jFL3C5XCWK40qOX2nf4h0L\nUzZQJ7sjJuj2WRQJDr7OX2X9rn7rrbfo3r07VapUYfTo0YWOF5fLruR9K7qgKbA6tatOpdPtWHNg\njdOhiAiwdu1ahg8fTosWLQod279/P1dddRW//vWvSUpKAmD9+vVMmzaNadOm8fXXX/slxieeeIIq\nVapw9OhRPvjgA372s5+xefPmEr32hRde4Mcff+TUqVPMnz+ff/3rX3z55ZcA7N69m2uvvTZf+6ee\neoo6depw6NAhkpOTWbx4Mf/+979LFMeVHL/SvsU71uzbQItqOv9KpDwIxPxV1u/qxo0b8+KLL/LI\nI48Ueby4XHYl71vRBU2B1bYtZP3Ql8W7ljodiogAXbp0YfDgwURERJCenp7v2OrVqzl37hwTJkwg\nNjb24vPGGL9dIyU9PZ1Zs2bx8ssvExERQZ8+fRg2bBhTpkwBYOfOndSpU4fkZPc1iw4cOED9+vX5\n9ttvAWjfvj1VqlQBwFpLeHg49erVY9CgQXzzzTf8/Oc/p2bNmuzYsQOAlJQU7rvvPsLDw6lfvz5D\nhgxh48aNl43jSo5fad/iPTvPbODauiqwRMqDQMtfxX1XXy5X3XHHHQwdOpTatWsX2benXHa59wXY\nt28fd999N/Xr16devXo89dRTF/sty7Gy9ueEoNlFsHp1aHC+D19umsJv+zkdjYiAO+G0atWKHTt2\n0KlTJwCWLFlCeHg43bp1IyTk0m9AnTp1on79+qxbt47BgwcX6mvnzp28++67+RLYhfvGGHr27MnQ\noUNLHNu2bdsIDw+nVatWF5/r3LkzixcvBqBly5ZMmDCBBx54gFWrVhEfH098fDz9+l36gvn5z3/O\n5MmTOX/+PP/617/o0qULCxcuZMCAATz44IP5lmMMGTKEqVOn0r9/f06cOMH8+fMZP378ZeO4kuNX\n2rd4z2FS6Nqsg9NhiEgJBVL+Ku67umXLlrz66qvF5qrLKSqXXe59XS4Xt956K4MHD+bDDz8kJCSE\n1atXA+Byubjtttu44YYbSnysLK9xUtAUWAB9m/dh7pGf4rIuQkzQTN6JFGL+6J0TPezYsv8St3Xr\nVtq1a0dKSsrFBHXkyBGqVat2sQgpqEGDBjRo0KDI/lq2bMmf//znMsdTUFpaGjVr1sz3XM2aNTlz\n5szFx4888ghz586lR48ehISE8PLLL+dr/9Zbb/Hmm2/y7bffcvfdd9O1a1e6d+9e5PuNGzeOQYMG\nUbNmTVwuFw899BBDhw5l6dKlxcZxuTiLO34lrxXvygo5ReeWRf9ti8glyl+FXe67esyYMXz22Wce\nc9XleMplxb3vypUrOXToEBMmTLhYbPbu3RuAlStXcvDgwVIdW758ealf46SgKrAGdm/EZ7sj2Xps\nK9fUu8bpcEQccyWJxVtWrFjBqFGjWLt2LT/88AMAa9as4eabb+aXv/wl//jHP/waz9SpU3n88ccx\nxnD99dczfvx4Tp3Kf3HyU6dOUaNGjXzPjRkzhmHDhjFx4kTCw8ML9WuMoX///tx7771MmzbNY4F1\n0003MXz4cFauXMmZM2eIj4/nueeeY+TIkZw+fdpjHNWrVy/z8erVqxf7GS/Xt3iPORtNyxb64U/k\ncpS/CivJd/XlctXlFJXLinvfvXv30rx583wzeReU5VhZ+3NKUBVYN94IWc/3YfGupSqwRByWnZ1N\nWFgYrVq1Yvbs2SxfvpzevXuTkZHB9u3bLy5BKKm8SyzyKukSi1GjRjFq1KiLj9PT08nJyeGHH364\nuPxh3bp1+TanOHv2LM888wyPPPII48aN4+677yYqKsrj561atWqRx44dO8bq1atZuHAhYWFh1KpV\ni/j4eF588UXGjh1LVlaWxziuvvpqsrOzy3T8Sl4r3mXTGhAd7XQUIlISgZa/LvddXZpcdTl5c1lx\n79u0aVN2796Ny+UqVPg0bdqUPXv2lOpYWV7jKGtthb65P+IlTe54xw555yErUpEV/LsPNC6XyyYk\nJFhrrd2yZYvt0qWL/f7776211n799df2jjvucDK8i0aOHGlHjRplz549a5csWWKjoqLspk2bLh4f\nPXq0HTlypLXW2scee8wOHz7cWmvtkSNH7PTp021aWprNycmxX3zxhY2MjLSrVq2y1lobFxdn33vv\nvXzv1bhxYzthwgSbnZ1tU1NT7Z133mkfeOABa621I0aMKDaOy8VZ1PHNmzeX+bV5jxfk6W8v93nH\nc0Ig3gBbbcztHsdUJJgof5VNcd/znnKVtdZmZ2fbc+fO2RdeeME++OCDNiMjw2ZnZ1trPeeylStX\nXvZ9c3JybExMjH322Wft2bNnbUZGhl22bJm11pbpWFn7K4o/8pTjicXXt4KD+Is/bbA1f9/K46CL\nVASBnKCSk5PtiBEj7D333GN//PFHm5mZae+//35rrbWffvqpvemmm+zNN9+c7wvcKSdOnLB33HGH\nrVatmm3evLmdPn36xWOzZ8+2TZo0sampqdZaa9PS0mybNm3s1KlT7dGjR23//v1trVq1bFRUlO3e\nvbudM2fOxdcOGDCgUIG1YsUK27dvXxsVFWXr1atn77vvPnvkyJHLxnGlx6+074JUYJUtTzV87LFi\nx1UkWCh/lY2n7+ricpW11o4bN84aY2xISMjF2x//+Edrrb1sLivufa21du/evfaOO+6wderUsfXq\n1bNPP/30FR0ra38F+SNPGXd/FZcxxub9jAcOumjyRl2WPrKE3q21zEUqJn9tZS5SkKe/vdzndRnd\nIhhj7LU//wMpb/7R6VBEHKf8Jb7mjzwVIAsV/adRwxB6p/2dWz64jf2n9zsdjoiICPUiGjodgoiI\neEnQFVgA05+L5/x3jzMwYQip51KdDkdERIJcdM06TocgIiJeEpQFVpMm8Ortz5G6ZjC3fng76Vnp\nl3+RiIiIj9SP1Nb3IiIVRVAWWABPPmkYbP/G7nUtuHfGfWTlZDkdkoiIBKlGdVRgiYhUFEFbYBkD\nkyeF0PdYAsu+z2HktEd1UqWIiDiiUV0VWCIiFUXQFlgA4eEwfWo4zzafyeylW+kx/lG+27UGl3U5\nHZqIiASR6FrVnQ5BRES8JMzpAJxmDPzuN9UYnPIZI99+iX6vP0ClqKP0bzaIuzrfwOBWg7kq6iqn\nwxQplebNmxe6IryIPzRv3tzpEMqlBrU0gyUCyl/ie/7IU0F3HazL2boVJryzl1nJX+Nq8RVZTb8m\nqkokQ64ezO3tBzOgxQCiqkT5MGIRkYpH18HyzBhjDx8/R/3aVZwORUQkaFX462AZY4YYY7YYY7YZ\nY57z0OYNY8x2Y0yyMSbGW+/dti2894+mHF8Yz5ePTeWF8ENctWomU//dgpH/eJu6rzSl0R96MfQf\nf+BPH81h6rIlrNmbwv7T+zl7/my5Oo8rMTHR6RAClsbGM42NZxobKcgY854x5rAxZn1x7epEVvZX\nSOWK/pvyTGPjmcbGM42NfwTcEkFjTAjwJjAIOACsMsbMttZuydPmZqCVtbaNMaYH8A7Q05txhIRA\nz57Qs2cILxJDTk4Mu3Y9S9KGDOZvXMqKPV+x7MeJnM1JJTMklZCIk9gqqWByqOSqRYSpRfXQKGpW\nqkVUlVrUqlKL2hFR1K1ei/o1alE/MopGtWoRXbMWtSJqEVUlipqVaxJi/FfzJiYmEhcX57f3K080\nNp5pbDzT2EgRJgH/At4vrlFoqCb3iqL/pjzT2HimsfFMY+MfAVdgAdcB2621uwGMMdOBYcCWPG2G\nkZusrLUrjDGRxphoa+1hXwUVGgqtWkGrVlW4544bgBsuHsvJgUOH4PBh2H84gz1HTrLvWCoHT6Zy\n+HgqJ9JP8kN2KutzUkm3B8hkE5khqWSHpWKrnCQkIhVbJRUblk5odk3CsmoRlhNFJVckYSac0JAw\nwi7eQgkPDSPU5H0ujLDQMMJMGOGh+W9hIWGEh7lfUynMfbtw/7stybwy90PCQsOoFBp26d+wUMJD\n8rfN+/qib6H53vPCTeuoRSSYWWuXGmN0YpqISBAJxAKrMbA3z+N9uIuu4trsz33OZwVWcUJDoXFj\n960LVYAGubfLy8yEM2fg3DlIS8/m2JlTHE1L5djZVFLTT3MuM5uMzGwyzrtv585nk5mVTVZ2Nlk5\nOWSdzyYrJ5tsVzZZrmzSXdlk5z7OsdlkuzLIttnkuHLIsdnkuLLJwX0sbeuPrJs9DxfZWLKxJhuX\nycaSgzXZHm+E5N4PyQaTA7nPFbqFZoMrBFxhYMMwNgQwYI373zz33WXYpecMedpAoedM3n4MGFvg\nGHnbU/i1GPdrDIXaGwwZyw7yevpn+V5buA8P/VL4MxUXU95/Cx03F+J0/3upYC36dSZ3PIp6/kJE\nFx+bomJzr0Em970KxWQMB79dwWdZp9yvKVBAX+ojzyNT9LGLr8nblgv/k+Y5Tv73KHi0YD+eXndp\nbIroxcPnKOpY3qPm0ocDYMeSJax45RUPMRjyd1WyzxFSzPsX7rf48Sjb60rwOQr8b+wpUhERkWAQ\ncJtcGGPuBm6y1j6W+/gB4Dpr7VN52swF/myt/S738dfAb6y1a4voL7A+oIhIkArWTS5yZ7DmWms7\neTiuPCUiEgC8lacCcQZrP9Asz+Mmuc8VbNP0Mm2A4E3oIiJSPihPiYhULIG4i+AqoLUxprkxphIw\nAphToM0c4CcAxpiewElfnn8lIiJyBfKsdxYRkYou4Aosa20O8CSwANgITLfWbjbGPG6MeSy3zTzg\nR2PMDuA/wBOOBSwiIuKBMWYq8B1wtTFmjzEm3umYRETEtwLuHCwREREREZHyKuBmsLylJBcrrsiM\nMU2MMYuMMRuNMRuMMU/lPl/LGLPAGLPVGPOlMSYyz2teyL1482ZjzI3ORe8fxpgQY8xaY8yc3Mca\nGyD3sgczcz/rRmNMD42NW+5n3WiMWW+M+dAYUylYx6aoC+iWZSyMMV1yx3ObMeZ1f38OJylPKU9d\njvJU0ZSnPFOeusTRPGWtrXA33IXjDqA5EA4kA+2cjsvPY9AAiMm9Xx3YCrQDXsW94yLAc8Bfcu+3\nB5Jwb3xyVe74Gac/h4/H6JfAB8Cc3McaG/fnnQzE594PAyI1Npbc75OdQKXcxzOAh4J1bIC+QAyw\nPs9zpR4LYAXQPff+PNy7yDr++fwwfspTylMlGSPlqaLHRXmq6HFRnso/Ho7lqYo6g3XxYsXW2izg\nwsWKg4a19pC1Njn3fhqwGfdui8OA/+U2+x9wR+79objPd8u21u4CtlP4+mMVhjGmCXAL8N88Twf9\n2BhjagLXW2snAeR+5lNobABOA+eBasaYMCAC9+6lQTk21tqlQGqBp0s1FsaYBkANa+2q3Hbv53lN\nRac8pTxVLOWpoilPFUt5Kg8n81RFLbCKulhxY4dicZwx5ircFfxyINrm7rhorT0E1M9t5unizRXV\nP4BngbwnIWpsoAVwzBgzKXdZykRjTFU0NlhrU4G/A3twf85T1tqv0djkVb+UY9EY9/fzBcH0Xa08\nlYfyVJGUp4qmPOWB8lSJ+CVPVdQCS3IZY6oDHwNP5/5CWHBXk6Db5cQYcytwOPeX0+K2Tg66scE9\nNd4FeMta2wU4CzyP/m4wxrTEvVynOdAI9y+E96OxKY7GQi5Leaow5aliKU95oDxVJj4Zi4paYJXk\nYsUVXu708MfAFGvt7NynDxtjonOPNwCO5D5f4os3VwB9gKHGmJ3ANGCgMWYKcEhjwz5gr7V2de7j\nTwPwqNEAACAASURBVHAnMv3dQDdgmbX2hHVfTuJToDcam7xKOxbBOEYXKE+hPFUM5SnPlKc8U566\nPL/kqYpaYJXkYsXBIAHYZK39Z57n5gAP595/CJid5/kRubvNtABaAyv9Fag/WWt/a61tZq1tiftv\nY5G19kFgLhqbw8BeY8zVuU8Nwn09uqD/u8F9An5PY0wVY4zBPTabCO6xKXgB3VKNRe7yjFPGmOty\nx/QneV5T0SlPuSlPFUF5yjPlqWIpTxXmTJ76/+zdeZzV4/vH8dc106qmTQpFkVYSSQkxJRWlLGnT\nXpZfpYTvV+HbQrTYIr4oEVmifLWrkfYU0YI2FaK00DKptMzM9fvjHJmWaZk5M2fmzPv5eJyHM/fn\n/txznaOZa65z35/7k147d4T7ATQg8A9tLdAr3PGE4fVfAyQS2JlqKbAk+J4UAWYE35s4oFCyc3oT\n2DVlFVAv3K8hg96n6/lndya9N4HXWoXAH3/LgP8R2J1J703gtf6LQCL/lsDFsTmz63sDvA/8Bhwg\nsN6/A1D4dN8L4Argu+Dv6hfD/boy+D1UnlKeOpX3SXnq2PdEeSrl90Z56p/XFrY8pRsNi4iIiIiI\nhEikLhEUERERERHJcCqwREREREREQkQFloiIiIiISIiowBIREREREQkRFVgiIiIiIiIhogJLRERE\nREQkRFRgiYiIiIiIhIgKLBERERERkRBRgSUiIiIiIhIiKrBERERERERCRAWWiIiIiIhIiKjAEhER\nERERCREVWCIiIiIiIiGiAktERERERCREVGCJiIiIiIiEiAosERERERGREFGBJSIiIiIiEiIqsERE\nREREREJEBZaIiIiIiEiIqMASEREREREJERVYIiIiIiIiIaICS0REREREJERUYImIiIiIiITISQss\nMxtpZlvN7NtkbYXNLM7M1pjZdDMrmOxYbzNba2arzKxesvaqZvatmf1gZkOTtecyszHBcxaa2fnJ\njrUL9l9jZm2TtZc2s0XBYx+YWY60vhEiIiKn6ni58Th9XgrmtmVmdllGxiciIuFzKjNYbwH1j2rr\nBcxw9/LATKA3gJlVApoBFYGbgP+amQXPeRXo5O7lgHJm9veYnYAd7l4WGAoMCY5VGOgDXAnUAPom\nK+QGA88Fx9oVHENERCSjHC83HmZmNwFlgrntXuC1jApMRETC66QFlrvPB3Ye1dwEeDv4/G3g1uDz\nxsAYd09w95+BtUB1MzsbiHH3xcF+7yQ7J/lY44A6wef1gTh3j3f3XUAc0CB4rA7wcbLvf9vJXoeI\niEiopJAbk2tCINfh7l8CBc2seEbEJiIi4ZXaa7CKuftWAHffAhQLtpcAfk3Wb1OwrQSwMVn7xmDb\nEee4eyIQb2ZFUhrLzM4Edrp7UrKxzk3l6xAREUkPKeVDERGJcKG6dslDNA6AnbzLKfUJdDQLZWwi\nIpJK7n7Kv7uzE+UpEZHMIVR5KrUzWFv/XuoQXP63Ldi+CTgvWb+SwbaU2o84x8yigQLuviPYfv7R\n57j7dgJLLaKOM9Zxubsex3n07ds37DFk1ofeG703em/S/hg/awNRD5/LM5PGn1aCiRAnynvHCPf/\nq8z60M+U3hu9N3pvMuoRSqdaYBlHzhpNBNoHn7cDJiRrbxHcGfAC4CLgKw8sI4w3s+rBTS/aHnVO\nu+DzOwlsmgEwHbjRzAoGN7y4MdgGMCvY9+jvLyIimcDSVbtp+r+GdKjwEA83ahLucNLL0bkxuYkE\nch1mdhWwy4NL60VEJLKddImgmb0PxAJnmtkvQF9gEDDWzDoCGwjsHIi7rzSzj4CVwCGgi/9TEnYF\nRgF5gKnuPi3YPhIYbWZrge1Ai+BYO83sSeBrAksQ+3tgswsI7GI4Jnh8aXAMERHJBDZvTeDaF5pz\n9UXXMqJjz3CHky5SyI25AHf34e4+1cxuNrN1wF6gQ/iiFRGRjHTSAsvdW6VwqG4K/QcCA4/T/g1Q\n+TjtBwgWaMc5NopAUXZ0+08Etm6XNIiNjQ13CJmW3puU6b1Jmd4b2LvXuax3D84+z/n84WH8c6eO\nyHKC3Ji8T7eMiCWS6WcqZXpvUqb3JmV6bzKGhXrNYWZjZh7pr1FEJDNITITL7hvKxmIj+fk/CyiY\np8DhY2aGa5OL41KeEhEJv1DmqVDtIigiItmYO9zccyJrz3qG7x744ojiSkREJDtRgSUiIml2X/8l\nzMzfibj2Uyh7VqlwhyMiIhI2qd2mXUREBICBr2xk5L4mvHbLa9QuVz3c4YiIiISVCiwREUm198ft\noc/qW3jo2vvpVPOOcIcjIiISdtrkQkREUmX23ETqv3krN11fnE/ajzjhjoHa5CJlylMiIuEXyjyl\nGSwRETlt338PNw99iIsv+4uxbV+N2O3YRURETpc2uRARkdPyyy9Q68FXKFI7jpn3fUHO6JzhDklE\nRCTTUIElIiKnbPt2uKb9VBJjBzDvvi8olKdQuEMSERHJVFRgiYjIKdm3D+q0Ws6O69ozo8MELih8\nQbhDEhERyXR0DZaIiJxUQgI0ab2ZdVfewht3DKPmeTXDHZKIiEimpAJLREROyB06/d9evipzC4/U\nvZeWlZuHOyQREZFMSwWWiIicUK9HE5mYozWNalzCf65/NNzhiIiIZGoqsEREJEVDhsAbPz9Cpao7\neeu24dqOXURE5CS0yYWIiBzXiBEw5PPXKXTTJCa1Xkiu6FzhDklERCTT0wyWiIgcY9w46DUiDqvT\nl+ltp1Akb5FwhyQiIpIlqMASEZEjfPYZ3Puf7/HbWvO/FmO5qMhF4Q5JREQky1CBJSIihy1cCC06\nbSV3+1t4qeHz1CpVK9whiYiIZCm6BktERAD47jtocsdfFH2wMS2rtaP1pa3DHZKIiEiWY+4e7hjS\nlZl5pL9GEZG0+vFHqHVdEiV7NqfsBbkZfdvokO4YaGa4u7YgPA7lKRGR8AtlntIMlohINrd5M9x4\nI1zS4zH2FdnCyMYztB27iIhIKqnAEhHJxnbsgHr1oEqHN/k291gWNV9E7hy5wx2WiIhIlqUCS0Qk\nm9qzBxo1ggo3zWRunt7MbTWXomcUDXdYIiIiWZp2ERQRyYb++guaNIFzKq9mbrGWfNj0Q8oXLR/u\nsERERLI8zWCJiGQzBw9C06ZQ8NzfWVapIYOvH0xs6dhwh5WtubuuexMRiRAqsEREspGEBGjVCqJy\n7WdL7K20KN2C9pe1D3dY2Z7jGCqwREQigbZpFxHJJpKSoH172LrNKdixFVFRzvt3vE+Upf9qcW3T\nnjIz84TEBKKjosMdiohIthXKPKVrsEREsgF36NIFNmyAqg/25dc/f+atJm9lSHElJ5fkSeEOQURE\nQkSZVUQkwrnDQw/BsmXQasg7fLjqXSa0mEDenHnDHZoEqcASEYkcugZLRCTC9ekDs2bBk+/MoeO0\nh5ndfjbF8hULd1iSjAosEZHIoQJLRCSCDRoEH38Mb074gSYTmvH+He9T6axK4Q5LjqICS0QkcqRp\niaCZ9TazFWb2rZm9Z2a5zKywmcWZ2Rozm25mBY/qv9bMVplZvWTtVYNj/GBmQ5O15zKzMcFzFprZ\n+cmOtQv2X2NmbdPyOkREItFLL8HIkTB2ynbaTmvEU3Weou6FdcMdVsQwswZmtjqYix45zvEzzexT\nM1tmZt+ZWfuUxlKBJSISOVJdYJlZKeBu4HJ3v5TAbFhLoBcww93LAzOB3sH+lYBmQEXgJuC/9s9N\nP14FOrl7OaCcmdUPtncCdrh7WWAoMCQ4VmGgD3AlUAPom7yQExHJ7kaOhOefhynTD/B/s2/jtgq3\n0blq53CHFTHMLAp4GagPXAy0NLMKR3XrBixz98uA2sBzZnbclSOOdrsVEYkUaZnB2g0cBPIFE0Ze\nYBPQBHg72Odt4Nbg88bAGHdPcPefgbVAdTM7G4hx98XBfu8kOyf5WOOAOsHn9YE4d493911AHNAg\nDa9FRCRijB4NfftCXJzz5PLOnJXvLAbWHRjusCJNdWCtu29w90PAGAI5K7ktQEzweQyw3d0TjjeY\nZrBERCJHqgssd98JPAf8QqCwinf3GUBxd98a7LMF+PtK6hLAr8mG2BRsKwFsTNa+Mdh2xDnungjE\nm1mRE4wlIpKtvfce9OoFM2bAh5sHsOaPNYy+bbS2Yw+9o/NQ8tz1txHAxWb2G7Ac6JHSYCqwREQi\nR6o3uTCzC4GeQCkgHhhrZnfBMescQrnuIVU3/+rXr9/h57GxscTGxoYoHBGRzGPMGPjXvwLF1dJD\nHzBy6UgWdV7EGTnPyPBYZs+ezezZszP8+2YyvYHl7l7bzMoAn5nZpe6+5+iOgwYMOvz/SXlKRCT9\npWeeMvfU1T9m1gy40d3vDn7dBriKwDK+WHffGlz+N8vdK5pZL8DdfXCw/zSgL7Dh7z7B9hbA9e7+\nf3/3cfcvzSwa2OzuxYJ9Yt39vuA5rwXH+PA4cXpqX6OISFYxdix07w6ffQbxBRZw24e38Xnbz6lc\nvHK4QwPAzHD3VH1IlhmZ2VVAP3dvEPz6iBwXbJsKPOXuC4Jffw484u5fHzWWb92zVVvni4iEUSjz\nVFrWjKwBrjKzPMHNKm4AVgITgfbBPu2ACcHnE4EWwZ0BLwAuAr4KLiOMN7PqwXHaHnVOu+DzOwls\nmgEwHbjRzAoGN7y4MdgmIpLtfPxxoLiaPh3ynruepmOb8s5t72Sa4ipCLQYuMrNSZpYLaEEgZyW3\nCqgLYGbFgXLAj8cbTEsERUQiR6qXCLr7cjN7B/gGSASWAsMJXMj7kZl1JDA71SzYf6WZfUSgCDsE\ndEk2tdQVGAXkAaa6+7Rg+0hgtJmtBbYTSGC4+04zexL4msASxP7BzS5ERLKV8eOha1eYNg3OK7uT\nmiMb0ue6PjS4SPv+pCd3TzSzbgQ2WYoCRrr7KjO7N3DYhwMDgbfMbDmBJe7/dvcdKYyXUaGLiEg6\nS/USwaxCSwRFJFJNmgSdO8Onn8IlVQ7S4N0GXHb2ZTxf//lwh3aMSFsiGEpm5hvjN1KigPZqEhEJ\nl1DmqVTPYImISPhMmRIorqZMgcsvdzpNvI+Y3DE8c+Mz4Q5NUiExSUsERUQihQosEZEs5tNPoUMH\nmDwZqlWDgfMGsWzLMuZ2mEt0VHS4w5NUUIElIhI5VGCJiGQh06dDu3YwYQJUrw5jV4zl1a9fZWGn\nheTPlT/c4UkqJajAEhGJGCqwRESyiOnToU0b+OQTqFkTFm1cRNepXYlrE6frd7I4zWCJiESOtGzT\nLiIiGWTKlEBxNX48XHMN/LzrZ27/8HbeavIWl519WbjDkzRKStJmTCIikUIFlohIJjdhAnTsGLjm\n6uqrYdf+XTR8vyG9ru1Fw3INwx2ehIDugyUiEjlUYImIZGIffwz33gtTpwauuTqUeIhmY5tRp3Qd\nutfoHu7wJES0RFBEJHKowBIRyaQ+/BC6dQvcRPiKKwI3o+02tRs5o3PyQoMXwh2ehFBCogosEZFI\noU0uREQyoffeg3/9C+LioHLlQNtzC59j0aZFzO8wnxxR+vUdSTSDJSISOZShRUQymbffhkcfhRkz\noFKlQNsnqz5h6KKhLOy0kJjcMeENUEJO12CJiEQOFVgiIpnIyJHQty98/jlUqBBo+/q3r7ln8j1M\nu2sa5xU8L7wBSrpIcu0iKCISKVRgiYhkEq+/Dk89BbNmQdmygbZf4n+hyZgmvHHLG1xx7hXhDVDS\njZYIiohEDhVYIiKZwMsvw7PPwuzZcOGFgbbdB3bT6P1GPFTzIZpUaBLW+CR9JWqTCxGRiKECS0Qk\nzAYPhuHDA8VV6dKBtoSkBJqPa841511Dz6t6hjM8yQCJugZLRCRiqMASEQkTd3j8cRg/HubNg3PP\n/bvd6fFpD5I8iZduegkzC2+gku60RFBEJHKowBIRCYOkJOjZM1BYzZkDRYv+c+ylL19izoY5LOi4\ngJzROcMXpGQYFVgiIpFDBZaISAZLTIR77oHVq2HmTChU6J9jk9ZMYsgXQ/ii4xcUzFMwfEFKhkpM\n1C6CIiKRQgWWiEgGOngQ2rSB7dsDNxHOl++fY0s3L6XjxI5MaTWFUoVKhS9IyXAJmsESEYkYKrBE\nRDLI/v1w551gBpMnQ548/xzbtHsTjcc05tWGr1K9RPXwBSlhkZCgAktEJFJEhTsAEZHsYM8eaNgQ\n8ueHjz8+srjac3APt3xwC92u7EbTSk3DF6SETYK2aRcRiRgqsERE0tmuXVCvHlxwAbz7LuRMtm9F\nYlIirT5uRdVzqvLva/4dviAlrFRgiYhEDhVYIiLp6PffoXZtqF4dRoyA6Ogjjz8U9xB7D+3l1Yav\najv2bEy7CIqIRA4VWCIi6WTDBrj2WmjUCF54IXDtVXKvfPUK09dPZ9yd47QdezanGSwRkcihTS5E\nRNLBihXQoAE8/DD06HHs8U/XfsqAeQNY0HEBhfMWzvgAJVNJTNI27SIikUIFlohIiC1aBE2awHPP\nQevWxx7/duu3tBvfjgktJnBh4QszPkDJdLREUEQkcqjAEhEJoenTA0XV22/DzTcfe3zzn5u55YNb\nGHbTMGqeVzPjA5RMSUsERUQih67BEhEJkTFjoG1bGD/++MXV3oN7ueWDW7i76t00v6R5xgcomVai\nCiwRkYihGSwRkRB45RUYOBBmzIDKlY89nuRJtPmkDZcUu4THaj2W8QFKppagJYIiIhFDBZaISBq4\nQ//+8N57MG9e4F5Xx/PIZ4+w468djGk6RtuxyzF0DZaISORQgSUikkpJSdC9OyxYAPPnQ/Hix+83\n/JvhTFgzgUWdF5ErOlfGBilZQmKidhEUEYkUKrBERFLh4EFo1w42b4bZs6FgweP3+2z9Z/SZ1Yd5\nHeZRJG+RDI1Rsg7NYImIRA5tciEicpri4wObWOzfD9OmpVxcrdi2grv+dxdj7xxL2TPLZmyQkqVo\nF0ERkciRpgLLzAqa2VgzW2VmK8yshpkVNrM4M1tjZtPNrGCy/r3NbG2wf71k7VXN7Fsz+8HMhiZr\nz2VmY4LnLDSz85Mdaxfsv8bM2qbldYiInKpNm+C666B8eRg3DvLkOX6/rXu20uiDRjxf/3lqlaqV\nsUFKhjCzBma2OpiLHkmhT6yZLTWz781sVkpjaQZLRCRypHUG60VgqrtXBKoAq4FewAx3Lw/MBHoD\nmFkloBlQEbgJ+K/9c6X3q0Andy8HlDOz+sH2TsAOdy8LDAWGBMcqDPQBrgRqAH2TF3IiIulh5Uq4\n+mpo2RJefhmio4/f769Df9FkTBPaVWlH60uPc6dhyfLMLAp4GagPXAy0NLMKR/UpCLwCNHL3S4A7\nUxovISkxHaMVEZGMlOoCy8wKALXc/S0Ad09w93igCfB2sNvbwK3B542BMcF+PwNrgepmdjYQ4+6L\ng/3eSXZO8rHGAXWCz+sDce4e7+67gDigQWpfi4jIycybB7Vrw4AB0KsXpLQRYJIn0W58O8oUKUPf\n6/tmbJCSkaoDa919g7sfAsYQyFnJtQI+dvdNAO7+R0qD6T5YIiKRIy0zWBcAf5jZW2a2xMyGm9kZ\nQHF33wrg7luAYsH+JYBfk52/KdhWAtiYrH1jsO2Ic9w9EYg3syInGEtEJOTGjYM77oB334U2bU7c\n9/GZj/Pbn78xsvFIbcce2Y7OQ8lz19/KAUXMbJaZLTazFP/1aAZLRCRypGUXwRxAVaCru39tZi8Q\nWB549F6zodx7NlV/rfTr1+/w89jYWGJjY0MUjohEuhdfhGeegbg4uOyyE/d9a+lbfLTiIxZ1XkSe\nHClcnJVNzJ49m9mzZ4c7jHD7O0/WAfIBC81sobuvO7rjgv/9j34//QwoT4mIZIT0zFNpKbA2Ar+6\n+9fBrz8mUGBtNbPi7r41uPxvW/D4JuC8ZOeXDLal1J78nN/MLBoo4O47zGwTEHvUOSlePJy8wBIR\nORVJSfDIIzB5cuAeV6VLn7j/zJ9m0uvzXsxtP5eiZxTNkBgzs6OLhP79+4cvmPSxCTg/2dfJc9ff\nNgJ/uPt+YL+ZzSVwvfIxBVbVW26mX+f70itWERE5SnrmqVQvEQwuA/zVzMoFm24AVgATgfbBtnbA\nhODziUCL4M6AFwAXAV8FlxHGm1n14KYXbY86p13w+Z0ENs0AmA7cGNzFsDBwY7BNRCTNDhyAu+6C\nhQsDNxE+WXG1+o/VtPy4JWPuGEP5ouUzJEYJu8XARWZWysxyAS0I5KzkJgDXmll0cAl9DWDV8QbT\nEkERkciR1hsNdwfeM7OcwI9AByAa+MjMOgIbCOwciLuvNLOPgJXAIaCLu/+9fLArMArIQ2BXwmnB\n9pHAaDNbC2wnkMBw951m9iTwNYEliP2Dm12IiKTJjh2B660KF4bPPoO8eU/c//e9v9Po/UYMrjuY\n2hfUzpggJezcPdHMuhHYZCkKGOnuq8zs3sBhH+7uq81sOvAtkAgMd/eVxxsvISkhw2IXEZH0Zf/U\nOJHJzDzSX6OIhMb69dCwYeAxZEjK27D/bX/Cfm545wZiS8Xy1A1PZUyQWZSZ4e7a9eM4zMzveuVZ\n3u3yULhDERHJtkKZp9J6HywRkYiwYAFccw306AHPPXfy4srd6TihIyULlOTJOk9mTJASsTSDJSIS\nOdK6RFBEJMv74APo3h3eeQduuunUzuk3ux8/7fqJmW1nEmX6rErSJlHXYImIRAwVWCKSbbnDU0/B\niBHw+edw6aWndt7o5aMZ/e1oFnVeRN6cJ7lIS+QUaAZLRCRyqMASkWzp4EG45x74/ntYtAjOOefU\nzpu7YS4Pf/Yws9rNoli+Yic/QeQUqMASEYkcWtciItnOjh1Qrx7Ex8OcOadeXK3dvpZmY5vx3u3v\nUemsSukbpGQrWiIoIhI5VGCJSLayfj3UrAnVqsG4cZAv36mdt33fdhq+35Anaz9J3Qvrpm+Qku0k\nuGawREQihQosEck25s2Da6+Fnj3h2WdPvlPg3w4kHOD2j27n1gq3cvcVd6dvkJItaYmgiEjkUIEl\nItnCG28EbiA8ahTcd9+pn+fu3D3pboqeUZRBdQelW3ySvWmJoIhI5NAmFyIS0RIS4OGH4dNPAzNY\n5cuf3vkD5g5g1R+rmNN+jrZjl3SjGSwRkcihAktEItauXdC8eWA79kWLoHDh0zv/neXv8MbSN1jU\naRFn5DwjfYIUQQWWiEgk0cexIhKRfvgBatSAihVh6tTTK65+2vkTt394O/1m92Nyy8mcE3OK2wyK\npJIKLBGRyKECS0QiTlwc1KoF//oXDB0KOU5xrn7foX30mdWHaiOqccU5V7Cy60oqF6+cvsGKAAm6\nBktEJGJoiaCIRAx3GDYMBg6EsWPhuutO9Txn7MqxPBz3MNeefy3L71tOyQIl0zdYkWQSNYMlIhIx\nVGCJSEQ4eBC6dYOFCwOP0qVP7bxvt35L90+7s3P/Tt69/V2uK3WKVZlICOk+WCIikUNLBEUky9uy\nBerWha1b4YsvTq242vHXDrpN7Ubdd+rS/OLmfHPPNyquJGy0TbuISORQgSUiWdqXX8KVV0KdOvDJ\nJxATc+L+iUmJvPb1a1R8pSLuzqquq/i/K/+PHFGa0Jfw0QyWiEjk0F8UIpJlvfEGPPpo4L+NG5+8\n/7wN8+g+rTsFchcgrnUcVc6ukv5BipwCXYMlIhI5VGCJSJZz4AD06AFz5pzazYM37t7Ivz/7N/N/\nmc8zNz5Ds4ubYWYZE6zIKUhyLREUEYkUWiIoIlnKb79B7dqB662+/PLExdX+hP08Pe9pqrxWhTKF\ny7Cq6yqaX9JcxZVkOolaIigiEjFUYIlIlrFgQeB6q4YN4eOPoUCB4/dzdyaumcjF/72Yxb8tZvHd\ni3myzpPky5UvYwMWOUWJqMASEYkUWiIoIpmeO7z2GvTrB2+9BTffnHLf1X+s5oFpD7AhfgOvNnyV\nemXqZVicIqmVpBksEZGIoQJLRDK1/fuha9fAcsAFC+Cii47fb/eB3Twx5wlGLRvFY7Ueo1v1buSM\nzpmxwYqkUhK6BktEJFJoiaCIZFrr18PVV8OePbBo0fGLqyRP4u1lb1Ph5Qrs/GsnK7qsoGfNniqu\nJEtJ5GC4QxARkRDRDJaIZEoTJsDdd0OfPoEZrOPtS7F402Lu//R+AMa3GE/1EtUzOEqR0Ei0/eEO\nQUREQkQFlohkKgkJgXtbffghTJoENWoc22frnq30/rw309ZNY+ANA2lTpQ1Rpgl5yboSovaFOwQR\nEQkRFVgikmls3gzNm0O+fLBkCZx55pHHDyUeYthXw3h63tO0v6w9q7quomCeguEJViSEkqL+CncI\nIiISIiqwRCRTmDUL7roL/u//4LHHIOqoCam49XH0mNaDUgVLMb/jfCoUrRCeQEXSQZJmsEREIoYK\nLBEJq6QkGDwYXnoJRo+GunWPPP7jzh95cPqDfLftO4bWH0qjco10o2CJOEnRKrBERCKFCiwRCZsd\nO6BtW9i5ExYvhpIl/zm29+BeBs0fxKtfv8pDNR9iTNMx5MmRJ3zBiqQjjzpEYlIi0VHR4Q5FRETS\nSFeFi0hYzJ8Pl18O5cvD7Nn/FFfuzofff0jFVyry464fWXbfMnrX6q3iSiKaJeTlrwRdhyUiEgk0\ngyUiGSoxEQYOhJdfhjfegEaN/jm2fMtyuk/rTvz+eN67/T1qlaoVvkBFMtKhfOw9uJf8ufKHOxIR\nEUmjNM9gmVmUmS0xs4nBrwubWZyZrTGz6WZWMFnf3ma21sxWmVm9ZO1VzexbM/vBzIYma89lZmOC\n5yw0s/OTHWsX7L/GzNqm9XWISPrbvBnq1YMZM+Cbb/4prrbv207XKV2p9249Wl7Skm/u+UbFlWR6\nZtbAzFYHc9EjJ+h3pZkdMrPbUxzsQAx/HvwzXeIUEZGMFYolgj2Alcm+7gXMcPfywEygN4CZVQKa\nARWBm4D/2j9Xqr8KdHL3ckA5M6sfbO8E7HD3ssBQYEhwrMJAH+BKoAbQN3khJyKZz7RpULUqHsUF\nyAAAIABJREFU1KoFn38OJUpAYlIiry5+lYqvVMTMWNV1FfdVu0/XoUimZ2ZRwMtAfeBioKWZHbO1\nZbDfIGD6icbzAzHs3q8CS0QkEqSpwDKzksDNwBvJmpsAbwefvw3cGnzeGBjj7gnu/jOwFqhuZmcD\nMe6+ONjvnWTnJB9rHFAn+Lw+EOfu8e6+C4gDGqTltYhI+jh0CB55BO6+Gz74APr1g+homLthLlcM\nv4IPV3zIjLYzePnmlymSt0i4wxU5VdWBte6+wd0PAWMI5Kyj3U8gf2070WB2MIad+1RgiYhEgrRe\ng/UC8C8g+exRcXffCuDuW8ysWLC9BLAwWb9NwbYEYGOy9o3B9r/P+TU4VqKZxZtZkeTtR40lIpnI\nTz9By5ZQtCgsXRr476/xv/LvGf9mwS8LeLbes9xZ6U5tuy5Z0dF5aCOBouswMzsXuNXda5vZEceO\nFpWYn+17VGCJiESCVM9gmVlDYKu7LwNO9NeRp/Z7HO/bhnAsEUlHH30ENWpAs2YwaRLkL7Sfp+Y+\nxWWvX0bZImVZ1XUVzS5upuJKItlQIPm1WSn+Y8+RGMMOFVgiIhEhLTNY1wCNzexmIC8QY2ajgS1m\nVtzdtwaX//29LGITcF6y80sG21JqT37Ob2YWDRRw9x1mtgmIPeqcWSkF2q9fv8PPY2NjiY2NTamr\niKTR7t3QrRssWgRTpkC1as7ENRN5MO5BqhSvwtd3f80FhS8Id5iSzmbPns3s2bPDHUZ62gScn+zr\n5Lnrb9WAMcHrjYsCN5nZIXefePRgScvWMva199gyY7XylIhIBkjPPGXuaZ9gMrPrgYfcvbGZDQG2\nu/vg4K5Khd29V3CTi/cIbEpRAvgMKOvubmaLgO7AYmAK8JK7TzOzLsAl7t7FzFoQWGrRIrjJxddA\nVQKzcF8DVwSvxzo6Ng/FaxSRk1uwANq0gRtvhOefh1/2reKB6Q/wa/yvvNjgRW4sc2O4Q5QwMTPc\nPWKmK4Mf+q0BbgA2A18BLd19VQr93wImufv/jnPMC7fsQedm5zPk1gfTM2wREUlBKPNUetwHaxDw\nkZl1BDYQ2DkQd19pZh8R2HHwENAlWeXTFRgF5AGmuvu0YPtIYLSZrQW2Ay2CY+00sycJFFYO9D9e\ncSUiGePQIXjySRg+HF5/HWLrx9NnzhO88+07PFbrMbpe2ZWc0TnDHaZIyASvC+5GYJOlKGCku68y\ns3sDh3340aecaLxcxLB7/550ilZERDJSSGawMjPNYImkr3Xr4K67oHBhGPlmEnFb3+bRmY/SsGxD\nnr7haYrlK3byQSTiRdoMViiZmZ/fcjDX1Pud99s/E+5wRESypcw+gyUi2YA7vPkm9OoFffpAtVu/\n5Pap3YmyKCa2mMiVJa4Md4giWUaeqBh27/8x3GGIiEgIqMASkdO2fXvgvlbr18O4aVsYtbE3Az+a\nzqC6g2h9aWuiLBT3MBfJPvJGx7DnoHYRFBGJBPorSEROy+TJcOmlUOrCg7Qa9hx3fH4JZ51xFqu7\nraZtlbYqrkRSIV90DHsOqcASEYkEmsESkVMSHw8PPABz5kDPl6fzxqYeXPDrBSzouIDyRcuHOzyR\nLC1/rhh2qMASEYkI+qhZRE7qs88Cs1YH8q2n4hNNeO3Xrjxb71mmtpqq4kokBArmjWFvggosEZFI\noAJLRFK0Zw906QId7t3L1f95jLjza1CrdE1WdFlBo3KNCNw/VUTSqvAZMexLVIElIhIJVGCJyHHN\nnQuXVnFWRI3Bu1YgusgGlt+3nF7X9iJ3jtzhDk8kopwZE8P+JBVYIiKRQNdgicgR/voLHnsM3p2x\njLO6dOfP/Hv48KYPuPb8a8MdmkjEOjN/fg7+pQJLRCQSaAZLRA6bPx8urbGdiUldoHV9esS2ZvHd\ni1VciaSzswrmJ8H2keRJ4Q5FRETSSDNYIsKff8IjvRN4f83reLP+tK3anP61V1Ekb5FwhyaSLRQs\nEE1UUh72HdpH/lz5wx2OiIikgQoskWzu00+hfb/ZHKrbncrNz+S/t3xO5eKVwx2WSLZSoABEJcTw\n54E/VWCJiGRxKrBEsqk//oB7/vUrcf4w+W5bxPDGz3FHxTu0M6BIGBQoAFGHYvjz4J+cwznhDkdE\nRNJA12CJZDPuMPqD/VzQbgCfnn853VtV5KeHVtG0UlMVVyJhEhMDfiAwgyUiIlmbZrBEspGNG53b\nH53AsuIPck2jy3mr5deULlQ63GGJZHsFCoDvD8xgiYhI1qYCSyQbSEyEvsNWMeS7HhS6cBPjWw7n\n5vJ1wx2WiAQVKQIJ+2KI368CS0Qkq9MSQZEIN+fLeEp0fJAhv1/Hw40bsuk/y1RciWQyuXJBdGIM\n23apwBIRyeo0gyUSoXbFJ9F0wChm2WNce2kjPrp3BcXzFwt3WCKSgrxRMWzZoQJLRCSrU4ElEmHc\nYeDoRfT76n4KF8jJ9NaTqFupWrjDEpGTyJczhm3xKrBERLI6FVgiEeSrlVu4/b+92JrvMx65bhBP\n3HkXUaaVwCJZQYGchdkSvyPcYYiISBqpwBKJAH/uO0jz519i2p5B1Dq7E8t7rObMmJhwhyUip6Fo\n7nPZvGduuMMQEZE0UoElksU98cE0Bnzdg8Jehs/afcENVcqFOyQRSYVz8pXg279+C3cYIiKSRiqw\nRLKoz5eu4653HmRH1CoeqzaUvi0bhjskEUmDkgXPZfaBTeEOQ0RE0kgFlkgWs3XnHm5/4WkWHhxO\n/aL/4sMHxlIgX+5whyUiaVTunBLs/kkzWCIiWZ0KLJEsIinJ6fHGB7y67t+cl1ibxfd+yxXlzg13\nWCISIhVKFSbxp/3sO7SPM3KeEe5wREQklVRgiWQBY+cv5e6Pu3PQ9/FinQ/p2viacIckIiF23nlG\n1L5z+e3P37ioyEXhDkdERFJJBZZIJrby5z9o+t/HWW2f0KLkAN66vyO5c0WHOywRSQclS0LirnP5\nNX6TCiwRkSxMBZZIJvTn3gTueuE1Jv/5BFVytGRdt9VceG7hVI9XunRpNmzYEMIIRY6vVKlS/Pzz\nz+EOI0vKmxdy/lWC1Zs2UfuCcEcjIiKppQJLJBNxh/+8OYsh33anUK6zmNx8JjdXuyTN427YsAF3\nD0GEIidmZuEOIUsr7GVY+ssP4Q5DJOT0QZ9kFhnxQaAKLJFM4uPPf+GesQ+zp+BX/KfWczx+x+36\nY1UkmymV6wq+2fxWuMMQCTl90CeZRUb8bRWV7t9BRE5o5Q9/cUnXJ2g243Kur3Qx259YyX+a3qHi\nSiQbqnpOVdbuWRLuMEREJA00gyUSJlu2OB2fGc90f5CKxaqx4p4lVDinVLjDEpEwurJsKd78eT9b\n9mzh7PxnhzscERFJBRVYIhls92545NmVvLGpBwVLbOajW0dyR9U64Q5LRDKBChWMPEuqsmTzEm4u\ne3O4wxERkVRI9RJBMytpZjPNbIWZfWdm3YPthc0szszWmNl0MyuY7JzeZrbWzFaZWb1k7VXN7Fsz\n+8HMhiZrz2VmY4LnLDSz85Mdaxfsv8bM2qb2dYhklP374ennd3F2+568xfU82vQWNvddquJKJIsy\nswZmtjqYix45zvFWZrY8+JhvZpVPNmb58rD/56p8/ds36RO0iIiku7Rcg5UAPOjuFwM1ga5mVgHo\nBcxw9/LATKA3gJlVApoBFYGbgP/aPxeZvAp0cvdyQDkzqx9s7wTscPeywFBgSHCswkAf4EqgBtA3\neSEnkpkkJsKbbyVS4pY3eGJHBW5uspdfH1lJ/5u6kzM6Z7jDy9TWrVvHJ598whNPPMGSJbouRTIP\nM4sCXgbqAxcDLYM5MLkfgevcvQowABhxsnHPPBPy7LiCL37Uv3cRkawq1QWWu29x92XB53uAVUBJ\noAnwdrDb28CtweeNgTHunuDuPwNrgepmdjYQ4+6Lg/3eSXZO8rHGAX9/1F8fiHP3eHffBcQBDVL7\nWkTSQ1IS/O9/ULb2Qrp/X4NzG77Jgi5TGNduOGflOyvc4WUJkyZNokSJEvTs2ZNnn3023OGIJFcd\nWOvuG9z9EDCGQM46zN0XuXt88MtFQIlTGfiy4lX5ZrNmsESygp07dzJ48GBGjRrFN98c/+d23Lhx\nTJs2jWHDhmVwdBIuIbkGy8xKA5cRSCDF3X0rBIowMysW7FYCWJjstE3BtgRgY7L2jfyThEoAvwbH\nSjSzeDMrkrz9qLFEws4dJk6ExwZu5rdLHsEafM5rjYZwV+VW2hnwNPXs2ROAVatWccEFuvOqZCpH\n56GNBIqulHQGPj2Vga+rXIYvD+7m972/68MYkUxu1KhR1K5dm6pVq9KuXTvee++9I47PmjWLEiVK\nULNmTRo00FxAdpHmAsvM8hOYXerh7nvM7OibHITypgep+uu0X79+h5/HxsYSGxsbonBE/uEOU6ZA\nn/4H2VL6RfY0GkyXq+7msVqrickdE+7wsrRPPvmExx57LNxhyGmYPXs2s2fPDncYmYKZ1QY6ANem\n1Cd5nsqTO5Z82y9n8W+LtdGFSCb3448/0rRpU3LkyMHOnTuPOT5hwgRq1qzJzp07OeOMM/Q3aCaS\nnnkqTQWWmeUgUFyNdvcJweatZlbc3bcGl/9tC7ZvAs5LdnrJYFtK7cnP+c3MooEC7r7DzDYBsUed\nMyulOJMnLpFQc4dPP4V+/eD3gp9y8PYHuLxUWYbWX0jZM8uGO7wsb9KkSdx///1s2rSJsmX1fmYV\nR3+Y1b9///AFkz42Aecn+zp57jrMzC4FhgMN3P3Yv76CkuepzZvh6dZLGfP9hyqwRDKBP/74gzlz\n5hxeheLuFC1alOuvv56kpCSio6NTPPfQoUNcdtlllC9fnmbNmqnAykTSM0+ldQbrTWClu7+YrG0i\n0B4YDLQDJiRrf8/MXiCwtOIi4Ct39+DSv+rAYqAt8FKyc9oBXwJ3Etg0A2A68FRwY4so4EYCm2uI\nZBh3+Owz6NMHtvs6CjTvSc5ca3i5/gs0LNcw3OFlKRMnTiQ6Opp58+ZRuXJlpk2bxuOPP87KlSt5\n+umnGTZsGNdff71msSQzWQxcZGalgM1AC6Bl8g7BnW8/Btq4+/pTHficc+Ds31vzycr+7L55NwVy\nFwhl3CJymooWLcodd9xx3GMVKlRg27ZtnHnmmRQseOx+a1WqVME9sJgrRw7dHSm7sL//p5/2iWbX\nAHOB7wgsA3TgUeAr4CMCM08bgGbBjSgws94EdgY8RGBJYVyw/QpgFJAHmOruPYLtuYHRwOXAdqBF\ncIMMzKw98Fjw+w5w93dSiNNT+xpFjicpCSZNgqefhvi/9lDh7qeY/9cI/n3Nv+lRowe5c+QOd4jH\nMDNO9HMQqkvDUvOj9ssvv3Dw4EEuuugirrjiCj7//HMWLFhAnTp1yJs3b2gCkwyT0r+1YHtEXYRo\nZg2AFwl80DfS3QeZ2b2Au/twMxsB3E4gFxpwyN2PuU7reHmqSxeYd+7t9Lj5ZjpX7Zzur0UkvZ0s\nD2UGKX3YV758+RTP2b59O2+++SaFChXikksuoWDBgkyYMIHevXsDsHfvXl5//XUKFy5MpUqVqFGj\nRka9HElBRuSpVBdYWYUKLAmVhAT48EMYOBBy53Fq/d/7jIt/hDoX1GFQ3UGcG3NuuENMUVZIbNu2\nbaN58+bMmpXial/JArJTgRUqx8tTH38MT42bRJ66A/mi0xdhikwkdE4lD+nDPskIGZGnNFcpchL7\n98Pbb8PgwXD++fB/Tyzh/Z33Mz/xAB/d+RFXn3d1uEPM0lavXs2BAwdYunQp1113HQBTp07l5pt1\n7YlkX3XrQodON3FG1XtY/cdqKhQ9+hZbIpEnnJ8Dnn9+4JLKbdu2UaBAAQoVKkTDhlruL6mTlhsN\ni0S0PXvgueegTJnAksCXRv5O+Yfu5ckfb6bD5R34svOXKq5CIC4ujilTpuDu7N+/nwkTJlC8ePFw\nhyUSVgULQu3rc3BFzjaMWjYq3OGIRLzVq1ezfPlypk6desSHfSKpoRkskaNs3gzDhsGIEVCnDkyY\nlMDCQ6/SYe4T3FX5LlZ3W02hPIXCHWbE6N69e7hDEMmUmjWD4Z904J3EGxhQZwA5opSyRdJLXFwc\ne/bs4Zxzzjn8YV/JkiXDHZZkUboGSyTo22/h+edhwgS46y544AH4JXomPab1oFi+YrzU4CUuLnZx\nuMNMlaxwDZZEBl2DdfpSylN//gmlSkHpAVfxZN3/aHdSydKUhySz0DVYIunMHeLiAksBv/8e7r8f\n1q+HP6M28PBnD7N402Ker/88t1W47fD9L0REMkJMTODDnh+3dOStZW+pwBIRySI0gyXZ0oED8N57\ngRmrqCh46CFo0QKSov5iyIIhvPTVS/So0YN/Xf0v8ubM+rsH6ZNDySiawTp9J8pTa9ZArRvjOdil\nFOu6r6PoGUUzODqR0FAekswiI/KUNrmQbOXXX+HxxwO7AX70EbzwAixfDm3bOpPXf0zFVyqy4vcV\nLLlnCX2u7xMRxZWIZF3ly8N11QtyYUIj3vv2vXCHIyIip0AzWBLx3GH2bHj5ZZg1C1q3DtzEs0Jw\n1+MV21bQfVp3tu3dxksNXqL2BbXDGm960CeHklE0g3X6TpanVq2Cmq1mUrJzT77rskzLlSVLUh6S\nzELXYImkwZ9/wrvvBgorgG7dYNSowHUNCUkJzP9lEe9/9z5jV46l7/V9ua/afdqlS0QynYoVoWXN\nWN7dspulW5ZS9Zyq4Q5JREROQDNYEnFWrIDXXw8UV7VrBwqr2FjYuX8H09ZNY8raKUxfN52SBUpy\nS7lb6F6jO2flOyvcYacrfXIoGUUzWKfvVPLU7t1wXpt+1G64nfH3DMugyERCR3lIMouMyFMqsCQi\n7N0buKZqxAj4+Wfo2BHuucfZnWcFk3+YzJS1U1i+ZTmxpWNpVK4RN5e9mZIFss/9LZTYJKOowDp9\np5qnRk/6mXZfVOX5ei/QI7atlgpKlqI8JJmFCqwQUIEVudzhm2/gjTcCxdW110Kbjn+Rp8IsPl0f\nKKqiLIqGZRvSqFwjYkvHkidHnnCHHRZKbJJRVGCdvtPJU92eWspbOzpwbZVzGXnr8Gz1QZFkbcpD\nklmowAoBFViRJz4+sMX6iBGwaxc07fQrZ141hfnbJjN3w1wuP+fyw0VVxaIV9SkvSmyScVRgnb7T\nyVPu0KbdIRblGER8hZcYWHcgnS7vpN9zkukpD0lmoQIrBFRgRYZDhwI3BB49GqZOS6Rak0UUrzWF\nFYcms3nPZhpc1ICGZRtSv0x9CuctHO5wMx0ltszlhx9+oHnz5vz444889dRTdOvWLdwhhYwKrNN3\nunkqISGwG+qG/d+xv34HzspfhBG3jKBUoVLpGKVI2igPSWah+2BJtuYOS5ZAz55Q4qIdPDDyA368\nrDU5exdnR82uXHiB8Vqj19jy0BZG3zaaFpe0UHGVzezevZs1a9ak2/g7d+7ktttuI3/+/FxwwQV8\n8MEHp3ReTEwMBQoUoECBAsTExJAjRw569Ohx+PiQIUOoU6cO8fHxdOvW7aTfJy3H03NsCY8cOQKb\n+FQtUZmD/13EZQXrUG1ENV5d/CpJnhTu8ESynfTORUdL7e/lgwcP0rlzZ0qXLk3BggWpWrUq06ZN\nO6LPmDFjqFSpEvnz56ds2bIsWLDg8LFXXnmFK6+8kjx58tCxY8djxl+9ejU33HADhQoVoly5cowf\nP/6UjqX1+MnODQt3j+hH4CVKVvLrr+4DByZ5mZrfeeFGg/z8vrU834AYv+X9W/y1xa/5L7t+CXeI\nWU5W+Dn45ptv/M477/TSpUsfc2zjxo1eqlQpf+ihh3zJkiXu7r58+XJ/7bXXvG/fvv7ZZ5+lS0wt\nWrTwFi1a+L59+3z+/PlesGBBX7ly5WmNsWfPHo+JifH58+cfbqtbt66PHDnylL9PWo6n59jHk9K/\ntWB72HNCZnyk9uczKcl92DD3okXdB76x0q8acZXHjor19TvWp2o8kfSUFfKQe+bMRUdLbW7au3ev\n9+/f33/5JfB31OTJkz0mJsY3bNjg7u5xcXFeunRp/+qrr9zd/bfffvPffvvt8PmffPKJT5gwwbt0\n6eIdOnQ4YuyEhAQvV66cDx061JOSknzmzJmeL18+X7t27QmPnezctI59PBmRp8KeWNL7kVV+oLO7\nrVvdX/zvPq98+xTPfVsXz/94KT97UGnvMrmrT/1hqu87uC/cIWZpWeXnYPjw4V6xYkXfu3fvEe3j\nx4/3YsWKeWJi4uG25cuX++uvv+79+vXzuLi4kMeyd+9ez5Url69bt+5wW9u2bb13796+fv16L1Kk\niC9dutTd3Tdt2uRnnXWWz5kz55hxRo0a5WXKlDn8dZ06dTw6Otrz5MnjMTExvnz58hS/z8niONnx\ntJx7KsePRwVWxuepZcvcL77YvWGjBO818Vk/c/CZ/uKiFz0xKfHkJ4tkkKySh9wzVy462sl+L59O\nfnJ3v/TSS/1///ufu7tfffXV/uabb540hscff/yYAuv777/3mJiYI9rq1avnffr0OeGxk52b1rGP\nJyPylO6qKmGzfTu8MfZXRi2YwrqoKVBqDuVqXs5/qjXk1kpTqHRWJV24nc2YGWXKlGHdunVceuml\nAMybN4+cOXNSrVo1oqL+WdV86aWXUqxYMZYvX86NN954zFg//vgjI0aMOGKt9d/PzYyrrrqKxo0b\npxjLDz/8QM6cOSlTpszhtipVqjBnzhwuvPBCBg8eTOvWrVm8eDEdOnSgQ4cOXHfddceM884779C2\nbdvDX3/++efUrl2bNm3a0LFjR5YtW5bi9zlZHCc7npZzT+W4ZA5VqgR2VB06NJpnOjxE4w638N6y\nTny04iOeq/cc1UtU1+9SkdOQmXLR0U72e/nCCy9kyJAhp5Sftm7dyg8//MAll1xCUlISX3/9NY0b\nN6Zs2bIcOHCAJk2a8Oyzz5I7d+5Tji85d+f777+nWbNmKR472bnpMXZGUIElGeqP7Yk8P3YRHy6Z\nws+5ppCj8CZqXHETvWrdReNK7+gaqjCx/qH548v7pv4C5jVr1lChQgW+//77w0lt27Zt5MuX73BR\ncrSzzz6bs88++7jjXXjhhQwcODDV8ezZs4cCBQoc0VagQAH+/PNPADp37szkyZOpUaMGUVFRDBgw\n4JgxNmzYwNy5c3nzzTdT/X3Scjw9x5bMJXdueOQRaNsWnn66HD/0nkPljv+lxa42eNRB7qh4B00r\nNaVGyRpEmS6/lsxJuejkTuX3cqdOnZg0adIJ81NCQgKtW7emQ4cOlC1bls2bN3Po0CE+/vhjFixY\nQI4cOWjcuDEDBgzgySefPGlc5cuXp1ixYjz77LM88MADzJw5kzlz5lCnTp0THjvZuWkdO1xUYEm6\n+27dTp6fOI1p66ewNWYaMZSgTuVGvF7vVWqXrUF0VHS4Q8z20pKMQuXLL7+kVatWLFmyhPXr1wPw\nzTffcNNNN9GzZ09eeOGFDI0nf/787N69+4i2+Ph4YmJiDn/duXNnmjRpwvDhw8mZM+cxY4wePZpr\nr72WUqVS3t3tZN8nLcfz589PfHx8uowtmdM558CwYfD441G88EI3Rg7qyoU1vufnHOPotLYzuw/G\nHy62rj7vav3+lUxFuehY77//Pvfeey9mRq1atXjqqadO+Hv9byfKT+5O69atyZ07N8OGDQMgb968\nAHTv3p1ixYoB8OCDD/LUU0+dUoGVI0cOxo8fT7du3Rg8eDDVqlWjefPm5M6d+4THTnZuWscOFxVY\nEnJJSc6EhSt59fPJLPxjCntillHi0PU0vqwRPRsOpMK554U7RMmEEhISyJEjB2XKlGHChAksWrSI\nq6++mv3797N27VqqVq16WuMlX5aR3KkuyyhXrhwJCQmsX7/+8FKM5cuXc/HFFwOwd+9eHnjgATp1\n6kS/fv244447KFSo0BFjjB49mkcfffSEcZ7s+6TleHqOLZlb8eIwaBD072+MH1+ZN96ozG+L+1Pz\nllVsyfMxXX+6n9//2srtFW6naaWm1CpVixxR+pNAJLPlolatWtGqVavDX+/bt4/ExMQT/l4+WX7q\n1KkTf/zxB1OnTiU6OvAhS6FChShZ8sgbl5/u0uJLLrmE2bNnH/76mmuuoX379ic9ltbjJzs3LEJ1\nMVdmfZCFLqrMynbt2ecDx031Kr27eI6HS3n0Q6W8cq8uPnDcVI/fqw0qwi2z/xwkJSUdvrB29erV\nXrVqVV+4cKG7u8+YMcNvvfXWsMTVsmVLb9Wqle/du9fnzZvnhQoV8lWrVrm7e8eOHb1ly5bu7n7P\nPfd4s2bNjjh3wYIFnj9/ft+zZ88x48bGxh6xi+Dxvk/yHaFSc/zvONNjbO0imDXz1Nat7sOHuzdo\n4J4/v/uVDX7wG/sP9ArPX+FnDTnL7554t09fN90PJhzMkHgke8nsecg98+aio53s9/KJ8tO9997r\nNWvWPGYDD3f3Pn36ePXq1X3btm2+Y8cOr1Wrlvft2/fw8YSEBP/rr7+8d+/e3qZNG9+/f78nJCQc\nPv7tt9/6/v37fe/evf7MM8/4hRde6AcPHjzpsbQeP9m5R8uIPBX2xJLej6zwA51VLVzxq7d67jUv\n3rOR0zvG899fy2/oO8jHzfneExOTwh2eJJOZfw6WLVvmLVq08KZNm/pPP/3kBw4c8LvuusvdA1vC\n1q9f32+66abD28b+f3v3HtvWfR1w/HvuJSmJkizLJm0rfijxQ3IfmbMkTdJ6RR4NGscOGmMbsBZb\n4+afBcuGJiuQtd0fg4MN2IphWDtswND1sbZb6mFdBydxtmZp5gxNWidO4qb1Q3Iedm0ntilLth6k\nqMt7z/64Vxb1oCwlDCmR5wP8cH/3x0v63gOaR4f38ncrqb+/X3fu3KnNzc3a2dmpe/bsUVXVvXv3\n6po1a3RgYEBVw6nYN23apI899tjl5z7wwAO6a9euGV/39ttvn1Rglfp3yvH4+/naM7HKOeOGAAAO\n8ElEQVQCa3HkqaEh1aeeUv3CF1S3bFFtXv2mrv/sX2vHn92sLX++TH/nsft177G9emLghM1GaMpi\nIech1YWdi6aa7XN5tvx08uRJFRFtamrSlpYWbWlp0dbW1su5y/M8ffDBB3Xp0qXa0dGhDz/8sObz\n+cuvvXv3bhURdRzncnv00UcvP/7II49oe3u7tra26vbt2/WNN96Y02Pv9fErPXeqSuQpCV+vdomI\n1voxVspI1uef/usA3z+4j5/nnmSs8QydhW1s37iDh3bcRdfaZdXeRVNCqbuWG1Nupd5r0bhNZTeD\nhZCn+vvhxRfDtv/VX3Fg8IcU1u9D0kfwEwN0JLroXt7Njdds5tqObjanNtO1vIuWREtV99ssHpaH\nzEJRiTxlBZYpqVCAZ386wLee+xHPvfMkZ1v+m6S/mhtad7Drozu4745biMfsB9KLgSU2UylWYM3f\nQsxTqnDqFBw+DAdfG+Jnx3s5fP4YZ0Z7iHccw0n3MNp8nJgTpy2eYkVzmtVL03QsTbMimSaVTJFu\nTpNOpictm+PNNmV8nbI8ZBYKK7DKYCEmroXK9+HQIWXPj4/wRM8+XneeRFceopNb2bZ+B39w53au\nXbeu2rtp3gVLbKZSrMCav8WUp3wfTp+GN96A48eVI29e4tipDG+dy3C6vw+/McOSVRmSqQyxtgw0\nZ/ATfeScDIN+Bggmiq/xwqtEQZZKpmhvardp5WuE5SGzUFiBVQaLKXFVWi4HBw/C/p+M8uTh/+Xn\n2X34G5+ksVHZmrqHXR/bwc4tt9MUb6r2rpr3yBKbqRQrsOavlvLU4CCcORMWYTO1c/1Z+nJhAdbW\n0UcynaFhWYbYkgwkMxQaMoy5fQxrWJDlCsO0Ny5jRcvkwmvqmbHxsVQyRdydfssEU32Wh8xCYQVW\nGdRS4nqvzp6F55+HF16AZ18+zeGxfTRft4/siv2sT27hNz98D5+5cQcfSn/ILuGoMZbYTKVYgTV/\n9ZanggAGBuD8+ektkwmXAwNh67/o0Z/vY0QzNKUyJFN9NLRniLdlkJYMmsxQSGTIu31kJUNO+2l0\nWliaSLOsIc3yphQrWtKsWhJdwrgkLMJSyRTNiWaS8eTl1hRrsvuCvY8sD5mFwgqsMqi3xDVuYABe\nfhkOHlSeP5Th4Fs9DCZ6Wfnho4x2PMOIe4ptm7ax8wP3cNfGu1jWZBNU1DJLbKZSrMCav3rNU/Ph\n+3Dp0kThNbUNDYVtcCjgQnaAgXyGi2MZhvzwbFhOMoy64SWL7pIMTvICksii8SwayxI4WXwnh0uC\nmCaJkyQhTSScJI1OksZYkqZYWIg1x5M0J5I0NzTR2phkSdNEa0smaW2cKNiKC7jLhVy8qS4ve7Q8\nZBYKK7DKoB4S14ULcODVEf7n5V4OvN7Lsb5ehhI9NK3pZay1l5jrsLG9my2ru+lOdXFr563cvOZm\nu6lkHbHEZirFCqz5q4c8tRCoQj4/UYyNt1wOslkYGVGGcnkujmS5lMsylMsyOJpleDTLyFiWrJcl\n6+XIeVlyfpa8nyUfZMlrlgJZPHL4ThbiWZyGLNKQReJZSGQhlkVjOdTNErg5nKABVxtxiOMQxx1v\nEraYxIk5ceJOuEy4E+txN07cjRF34iRi4WOJWJyG2MSyIT6xbIxaQyJcJtxY+BrjrzXHZcyJTRub\nT6FoecgsFJXIU/YX9iIyOOzx45dP8H+Hezl0qpfXL/Zw3u/FW9KLJPtp142s7+7it+/s4pZNd/KB\n9B/StbyL5cnl1d51U2WdnZ122aepiM7OzmrvgjEzEoHGxrCl0zNuATRG7d1f1VEohIXc6Ojk5Xh/\ndFQZyo1yKZclly+Qy3uMjHrkxjxG8x7ZMY/RMY/RnMeo55H3wqXne4wVCowFHiNBuF4IPLwgXPrq\n4Wm49DWPr8P4FPDVI8DDFw/FQ2Jhc6KluNHSKUDMQxwPXA8cD3UmlioegUzuizphkajxmYvFaOlI\njOTyVstDZkGoRJ6yM1gLTBAovzxxlud+2ctLb/VwLNPLqWwvF+jFaz5BIn8Vy+ni6iVd/NrqLj6+\nuZutm7tYt3RtXV5yYIxZHOwMVmmLLU+ZxUs1LAA9D8bGwmVxf6Yxzwsv0SwUprcxzydf8BgreNOW\nY37UCmEx6PkFvKgw9KLCcLxILAQBfuDjjy817BcCHz/wCbRoXH2CICAgeowAxSfQoj4+GvXD9Yk+\nEoDjI66PSACujzg+4gSI44ePOeF24+s4ASJRP3o+Mr2vMr2vBOFyWt9HJQAVBAfBxcEN++pOXh/v\ni4NTPC5utO7gyJRtpGh8al8c3CnjrjN53BUHx3Gj9XD88jaOS0xcHGdi3I3GXccl5ri4jnO5P77d\n+HjMcYm50/uXn+s6xIu3cd1ou3CbuBvuR9ydvE286DWLj6dU3xFnUtFvZ7AiIrIN+CrgAN9U1a9U\neZfmJJ+HI28O8tOe8ExUz4VeTg71kgl6yCZ7kUITLfkuVsa62LC0m9s2bGVrdxd3/PoGWpsay7Yf\n+/fv57bbbivb69USi01pFpvSLDb1ZS45SET+DrgbGAE+p6qHKruXi5v9nyrt3cRGBOLxsCWT5dgL\nN2rl+9ukHGaLjWo40YrvTyzH23zWy/VcrxAWkgU/oOD7UVEZjgWBjx8Vl4XiAnR83A8LS7+oAA2C\nICpQo3UNom3CfubUIdpWfzAsUtXHx0ejbTwmtg/GnxsVr8qUvoaFbICHah6VqLCNnjO1sA2i4nJS\n8SvT+8XFqIoP0WMzFa04Ub+44C0uhK/YV1CBwAUt7wQ3i7bAEhEH+HvgE8DbwEsisldVj1Vrn1Qh\nMzDK0ZN9HD+T4a3zfZy6kOHti328M5ghk3uHS+5xxpb0Ig2DJEc3kZIu1ia72bbhbj6y4SFuv7aL\n9Ve1V2R/LXGVZrEpzWJTmsWmfswlB4nI3cAGVd0kIjcD/wjcUpUdXqTs/1RpFpvSZouNCLhu2BYG\nJ2qVsXv3i+zevbNi/141qE4U0rMtfV/xgwAvKmzX/UVZvnUAFnGBBdwEHFfVkwAisge4F3hPBVYQ\nKAPDWc5fGqZvcJgLg8OcvzhCJlo/N9hPJttHfy7DJa+PoSDDCH3knQyFRB+4Y7hjKRr8FC2Spi2e\nYnlTms2rUtydvpEbrvkMH93Uxbr21XZJnzHGLF5zyUH3At8FUNUDItImIitV9VzF99YYY+qESNic\nK/6ZLUychS2vxVxgrQZOFa2fJkx406QevouAQnQqsxCeqpRoSQHfyRG4wwTxYYhlodCIFJpxCi24\nfgtxWmiUFhrdZlpjy2hPpLhqSQfXtVxLR1uatctTdK1O0702Rccy+xGnMcbUgbnkoKnbnInGrMAy\nxpgatmgnuRCR3wLuUtXfj9Z/D7hJVT8/ZbvFeYDGGFNjammSi7nkIBF5AvhLVX0hWn8G+BNVfWXK\na1meMsaYBcAmuQi/CVxXtL4mGpuklhK6McaYBWMuOegMsPYK21ieMsaYGrOYfwT0ErBRRDpFJAF8\nGni8yvtkjDGmPswlBz0O3AcgIrcAF+33V8YYU/sW7RksVfVF5I+Ap5mYIvdolXfLGGNMHSiVg0Tk\ngfBh/bqqPiUi20XkdcJp2u+v5j4bY4ypjEX7GyxjjDHGGGOMWWgW8yWCsxKRbSJyTER6ReSL1d6f\nShORNSLyrIgcFpFfiMjno/F2EXlaRHpE5Eci0lb0nC+LyHEROSoin6ze3leGiDgi8oqIPB6tW2yA\naCrpf4+O9bCI3GyxCUXHelhEXhORfxWRRL3GRkS+KSLnROS1orF5x0JEro/i2SsiX630cVST5SnL\nU1dieWpmlqdKszw1oap5SlVrrhEWjq8DnUAcOARsrvZ+VTgGq4Dron4L0ANsBr5COIsVwBeBv4r6\nHwReJbxs9OooflLt43ifY/THwL8Aj0frFpvweP8ZuD/qx4A2i40SfZ68CSSi9X8DdtVrbIDfAK4D\nXisam3csgAPAR6L+U4Qz81X9+CoQP8tTlqfmEiPLUzPHxfLUzHGxPDU5HlXLU7V6BuvyDSBV1QPG\nbwBZN1T1rKoeivrDwFHCGazuBb4TbfYdYPx23p8C9qhqQVVPAMcpcV+xWiAia4DtwDeKhus+NiKy\nBPi4qn4bIDrmS1hsAAaBMaBZRGJAE+GMcHUZG1X9CTAwZXhesRCRVUCrqr4UbffdoufUOstTlqdm\nZXlqZpanZmV5qkg181StFlgz3QBydZX2pepE5GrCCv5nwEqNZrFS1bPAimizUjfErFV/CzwCFP8I\n0WID1wB9IvLt6LKUr4tIEosNqjoA/A3wK8LjvKSqz2CxKbZinrFYTfj5PK6ePqstTxWxPDUjy1Mz\nszxVguWpOalInqrVAstERKQF+AHwUPQN4dRZTepulhMR2QGci745ne3+M3UXG8JT49cD/6Cq1xPO\nfPYl7H2DiKwnvFynE7iK8BvC38ViMxuLhbkiy1PTWZ6aleWpEixPvSvvSyxqtcCa002Ia110evgH\nwPdUdW80fE5EVkaPrwLOR+NzuiFmjdgKfEpE3gS+D9whIt8DzlpsOA2cUtWD0fp/ECYye9/AjcDz\nqtqvqj7wn8DHsNgUm28s6jFG4yxPYXlqFpanSrM8VZrlqSurSJ6q1QLLbkIc+hZwRFW/VjT2OPC5\nqL8L2Fs0/ulotplrgI3Ai5Xa0UpS1T9V1XWqup7wvfGsqn4WeAKLzTnglIh0RUOfAA5j7xsIf4B/\ni4g0iogQxuYI9R0bYfK36/OKRXR5xiURuSmK6X1Fz6l1lqdClqdmYHmqNMtTs7I8NV118tT7NXNH\ntRuwjfCNdhz4UrX3pwrHvxXwCWemehV4JYrJMuCZKDZPA0uLnvNlwllTjgKfrPYxVChOtzIxO5PF\nJjzWLYR//B0Cfkg4O5PFJjzWRwgT+WuEP46N12tsgMeAt4E84fX+9wPt840FcAPwi+iz+mvVPq4K\nx9DylOWpucTJ8tT0mFieKh0by1MTx1a1PGU3GjbGGGOMMcaYMqnVSwSNMcYYY4wxpuKswDLGGGOM\nMcaYMrECyxhjjDHGGGPKxAosY4wxxhhjjCkTK7CMMcYYY4wxpkyswDLGGGOMMcaYMrECyxhjjDHG\nGGPK5P8B+bWxlEhNBTYAAAAASUVORK5CYII=\n",
"text/plain": "<matplotlib.figure.Figure at 0x10db798d0>"
}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Hey, that actually looks pretty good! But what about the errors?"
},
{
"metadata": {
"slideshow": {
"slide_type": "skip"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:54:01.979669",
"start_time": "2016-06-02T12:54:01.969509"
}
},
"cell_type": "code",
"source": "from matplotlib.ticker import FuncFormatter\n\ndef to_percent(y, position):\n # Ignore the passed in position. This has the effect of scaling the default\n # tick locations.\n s = str(int(100 * y))\n\n # The percent symbol needs escaping in latex\n if matplotlib.rcParams['text.usetex'] is True:\n return s + r'$\\%$'\n else:\n return s + '%'\n\n# Create the formatter using the function to_percent. This multiplies all the\n# default labels by 100, making them all percentages\nformatter = FuncFormatter(to_percent)\n\n# ax.yaxis.set_major_formatter(formatter)\nhide_code_in_slideshow()",
"execution_count": 217,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"5040b1e31111d5e2\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-5040b1e31111d5e2 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_5040b1e31111d5e2 = function() {\n var p = $(\"#5040b1e31111d5e2\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-5040b1e31111d5e2\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-5040b1e31111d5e2\");\n orig.addClass(\"hide-in-slideshow-5040b1e31111d5e2\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-5040b1e31111d5e2\");\n orig.removeClass(\"hide-in-slideshow-5040b1e31111d5e2\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-5040b1e31111d5e2\");\n }\n show_5040b1e31111d5e2();\n </script>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "slide"
},
"collapsed": false,
"trusted": true,
"ExecuteTime": {
"end_time": "2016-06-02T12:52:36.568345",
"start_time": "2016-06-02T12:52:33.116423"
}
},
"cell_type": "code",
"source": "x = np.linspace(1, 1000, 5000)\nproperties = {\n (0, 0): {'C': -1},\n (1, 0): {'C': 2},\n (0, 1): {'C': 0.3},\n (1, 1): {'C': -0.6},\n}\nfig, axarr = plt.subplots(2, 2, figsize=(14,8));\nfor key, property in properties.items():\n axarr[key].set_ylim(0, 0.5)\n axarr[key].yaxis.set_major_formatter(formatter)\n C = property['C']\n baz = qexp(C)\n handle, = axarr[key].plot(x, np.abs(x ** C - baz(x))/(x ** C));\n axarr[key].set_title(r'Relative error for $x^{%s}$' % C)\n axarr[key].legend(\n [handle], \n [r'Relative error for $x^{%s}$' % C])\n\nhide_code_in_slideshow()",
"execution_count": 216,
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <style>\n .reveal .output_stderr {\n display: none !important;\n }\n .reveal .prompt {\n color: #FFFFFF !important;\n }\n </style>\n "
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"text/html": "\n <div id=\"479d41ff27f83611\">\n <small style=\"font-size: 8px;\">[Double Click for Code]</small>\n <style>\n .hide-in-slideshow-479d41ff27f83611 {\n display: None ! important;\n }\n </style>\n </div>\n <script type=\"text/javascript\">\n var show_479d41ff27f83611 = function() {\n var p = $(\"#479d41ff27f83611\");\n var orig = p;\n if (p.length==0) return;\n\n while (!p.hasClass(\"cell\")) {\n p=p.parent();\n\n if (p.prop(\"tagName\") ==\"body\") return;\n }\n var cell = p;\n cell.dblclick(function() {\n if (!orig.hasClass(\"hide-in-slideshow-479d41ff27f83611\")) {\n cell.find(\".input\").removeClass(\"hide-in-slideshow-479d41ff27f83611\");\n orig.addClass(\"hide-in-slideshow-479d41ff27f83611\");\n } else {\n cell.find(\".input\").addClass(\"hide-in-slideshow-479d41ff27f83611\");\n orig.removeClass(\"hide-in-slideshow-479d41ff27f83611\");\n }\n });\n cell.find(\".input\").addClass(\"hide-in-slideshow-479d41ff27f83611\");\n }\n show_479d41ff27f83611();\n </script>"
}
},
{
"metadata": {},
"output_type": "display_data",
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA0IAAAHrCAYAAADi0i17AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n",
"text/plain": "<matplotlib.figure.Figure at 0x10db5d908>"
}
}
]
},
{
"metadata": {
"slideshow": {
"slide_type": "fragment"
}
},
"cell_type": "markdown",
"source": "An error of around $10\\%$? That's like nothing!"
},
{
"metadata": {
"slideshow": {
"slide_type": "skip"
},
"trusted": true,
"collapsed": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"gist": {
"id": "54602d055b1e5031ebe3937eec031838",
"data": {
"description": "FastRoot.ipynb",
"public": true
}
},
"latex_envs": {
"bibliofile": "biblio.bib",
"eqNumInitial": 0,
"current_citInitial": 1,
"cite_by": "apalike",
"eqLabelWithNumbers": true
},
"_draft": {
"nbviewer_url": "https://gist.github.com/54602d055b1e5031ebe3937eec031838"
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"widgets": {
"state": {
"3d92e2ab3ac443d38d7322db33adce64": {
"views": []
},
"f6d2a6556dcf411e80f692c3118544cc": {
"views": []
},
"e465f92d42784f5290259c644b6072fe": {
"views": []
},
"5658e242552e4f3788bc6445814770f0": {
"views": []
},
"9e42451e1a3c445c9e7c1abe370aa7c1": {
"views": []
},
"e62c5b69bc2d48278d238348e0324c08": {
"views": []
},
"1904f44c83dd4d7db55707595b63ed4a": {
"views": []
},
"009236ea731e42a6a80b938b6bab4898": {
"views": []
},
"9fca7f4f1a3846e48f6622dd02dc4839": {
"views": []
},
"c2ad058f3e0141ad883e0d8f0cd501be": {
"views": []
},
"b06da4530c1a43b087366107bdc2ea74": {
"views": []
},
"cbe29db19611438e89b7da6ba43c2880": {
"views": []
},
"4b0c2fa0a2df4c9aa4c08798c0631ef6": {
"views": []
},
"f2b58a97c34f416093f705ac72aabb68": {
"views": []
},
"36b27d48c1a14d129c684199c0afacbe": {
"views": []
},
"52941bd10b4a47f0a38013e5a37f8727": {
"views": []
}
},
"version": "2.0.0-dev"
},
"celltoolbar": "Slideshow",
"language_info": {
"codemirror_mode": {
"version": 3,
"name": "ipython"
},
"version": "3.5.1",
"nbconvert_exporter": "python",
"name": "python",
"mimetype": "text/x-python",
"file_extension": ".py",
"pygments_lexer": "ipython3"
},
"notify_time": "5"
},
"nbformat": 4,
"nbformat_minor": 0
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment