Last active
September 30, 2019 09:46
-
-
Save dlandahl/fc9ebd193f11b6efc40e49f5478d7873 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Synthesis - Frequencies, Analog Tuning\n", | |
| "#### Dominik Landahl - 27/09/2019\n", | |
| "\n", | |
| "When synthesizing sound, we usually desire to generate specific frequencies because of their aesthetic quality in the context of surrounding frequency material.\n", | |
| "\n", | |
| "In the context of synthesis, frequency might refer to either of: \n", | |
| "* The distribution of energy content in the frequency spectrum\n", | |
| "* The close common divisor of the discrete frequency components, which we percieve in a somewhat special \"fundamental\" way. Also called __pitch__.\n", | |
| "\n", | |
| "For this entry we are interested in the fundamental frequencies of sounds more than the frequency content and its distribution, but first I want to find out how they are related.\n", | |
| "\n", | |
| "The fundamental is often defined as the lowest and loudest frequency component in a periodic signal. Because the higher frequency components are periodic also, and line up again at the start of the fundamental cycle, the whole signal blends together and visually assumes the features of a single periodic waveform in the time domain. Below is some code which generates two saw wave sounds by additive synthesis, one with the fundamental removed. This will demonstrate how the fundamental frequency is significant.\n", | |
| "\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": { | |
| "inputHidden": false, | |
| "outputHidden": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| " <audio controls=\"controls\" >\n", | |
| " <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n", | |
| " Your browser does not support the audio element.\n", | |
| " </audio>\n", | |
| " " | |
| ], | |
| "text/plain": [ | |
| "<IPython.lib.display.Audio object>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "\n", | |
| " <audio controls=\"controls\" >\n", | |
| " <source src=\"data:audio/wav;base64,UklGRqxYAQBXQVZFZm10IBAAAAABAAEARKwAAIhYAQACABAAZGF0YYhYAQAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP9/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoAAAP5/9mehbsRuoGk+b+5ou2wFapVpwmqEZwVq9mYJaCpn4WX/ZoBk3GULZAxk42NWYkdjTWHzYdxgR2B1YN5ekV8IXidejl2fXPFcb1veW7dablorWgtZYFkHWCxYXFfDVrdWhFXGVaFUf1T4UyVTN1MIUiZSO1HYUIpQk0+sT5NOhE7STTdNEk0LTBlMIkviSmRKn0mRSYpIgUizR0NH8EYPRghGEUXmRENEqEN1Q4ZCeEKbQUlB0EATQPM/BD/jPic+rz1ZPYQ8azyIO0w7szoXOtw5/DjcOBA4szc+N4U2WjZ6NUk1mTQbNMQz9zLRMvwxtDEjMYYwRjBvL0Mvgi4dLqst9SzCLO0rsSsKK4cqMCpoKTkpbigdKJIn9CawJuElrCXzJIgkGCRkIywjXiIbInoh8yCcINgfox/fHogeAR5hHRwdURwWHGQb8xqGGtIZlxnOGIUY6hdgFwkXRxYOFk8V8hRwFM4TiBPAEoES0xFfEfQQQBADED4P8A5ZDswNdg21DHkMvwteC94KOwr1CS8J7AhDCMoHYwetBm8GrAVcBcgEOATkAyMD5gIuAskBTQGnAGIAnv9Z/7P+N/7S/Rr93fwc/Mj7OPuk+lT6kflT+Z34Nvi99xT30fYL9sX1IvWi9EH0h/NL84ryNPKn8RDxwvD978DvDO+h7i3uf+1A7XjsMuyQ6w7rsery6bnp9+ig6Bboe+cy52nmLuZ65Q3lnOTq46/j5OKf4v/heOEh4V3gKOBk3w3fht7l3aLd1Nyc3OjbeNsN21TaH9pQ2QzZbtjj15LXx9aY1tDVedX21E/UE9Q+0wvTVdLj0X7RvdCR0LrPes/dzkzOBM4vzQnNPMzly2fLt8qGyqbJe8nCyE3I8MckxwTHJMbpxU3FtMR4xJXDfMOnwlHC2cEdwfzADcDtvzC/t75lvoi9er2LvFi8vbsau++6+LnxuRC5vbhNuH+3drdvtmG2nLUetd6057P1s+6yybIusnyxbbFUsG2wdq8or8Wu2q34rcms26wIrIGrX6s6qnyqSak9qaSo1Kf5p6Cm9abVpZKlSaUipJGkD6Nho3Ki2aH4oW+gIqGLn7mfJJ8NnrOeuZyqnR2c9Jv1mySagJsBmR+a1pj3lwqZ+5V8mD6Va5b7lUWTEpfCkGCWPJFfkQqYAoA=\" type=\"audio/wav\" />\n", | |
| " Your browser does not support the audio element.\n", | |
| " </audio>\n", | |
| " " | |
| ], | |
| "text/plain": [ | |
| "<IPython.lib.display.Audio object>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import IPython.display as ipd\n", | |
| "import numpy as np\n", | |
| "\n", | |
| "fₛ = 44100\n", | |
| "fundamental = 100\n", | |
| "num_partials = 256\n", | |
| "\n", | |
| "# Generate the sound starting from the second frequency component\n", | |
| "data = np.array([0.0] * fₛ)\n", | |
| "for n in range(0, fₛ):\n", | |
| " for p in range(2, num_partials):\n", | |
| " data[n] += np.sin(n * np.pi * 2 * p * fundamental / fₛ) / float(p);\n", | |
| "\n", | |
| "# Output it\n", | |
| "ipd.display(ipd.Audio(data, rate=fₛ))\n", | |
| "\n", | |
| "# Generate the fundamental\n", | |
| "for n in range(0, fₛ):\n", | |
| " data[n] += np.sin(n * np.pi * 2 * fundamental / fₛ);\n", | |
| "\n", | |
| "# Output it\n", | |
| "ipd.display(ipd.Audio(data, rate=fₛ))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "The first of the above snippets of audio has the fundamental frequency removed and simply consists of all the overtones, while the second has the fundamental synthesized into it as a sinusoid. The key thing to note is that we hear these two tones has having the same pitch, the pitch of the fundamental, even though that frequency isn't even represented in the frequency spectrum.\n", | |
| "\n", | |
| "This seemed weird to me for a moment, but really it's quite intuitive once I thought about it. The signal is still periodic after the same amount of time, since this is still the time when all the other harmonics are at the same point in their individual cycles again. Therefore being the fundamental frequency has nothing to do with it being the lowest or the loudest frequency, but rather that the whole signal is periodic after the same amount of time as its fundamental frequency.\n", | |
| "\n", | |
| "Some signals might not be percieved to have a fundamental frequency, because their component frequencies' periodicity is too far outside the human hearing spectrum (infrasonic), and thus are not percieved as being tonal. White noise is an example of this. White noise is theoretically random frequency content, so it's not likely that they happen to be simple mathematical ratios of each other.\n", | |
| "\n", | |
| "This idea is what ties this same concept into harmony. Harmonic frequencies are tonal, because their periods are short when summed together. Nothing really changes once we add more notes. There will be more frequency components, and they will harmonise more naturally if their overall period is still short. This is why the frequencies of notes that harmonise more easily in music composition are simple mathematical ratios to each other. Because our ear is simply better at identifying the shorter repetitive patterns rather than the very long ones.\n", | |
| "\n", | |
| "### Temperament\n", | |
| "The most obvious way of deriving the musical pitches is then to just use the harmonics, the simplest frequency ratios relative to a given root frequency. The problem with this is that these won't hold up when modulating to a different key. Consequently, for a long time, some modulations were much more popular as keyboard instruments were tuned by just intonation. The way to remedy this was Equal Temperament. In Equal Temperament a compromise is made, where the intervals are no longer perfect, but still hold up in other musical keys. The formula for calculating the frequencies of semitone intervals relative to a root pitch is: $$\\sqrt[12]{2}^nf$$ where $f$ is the base frequency and $n$ is the number of semitones to transpose by. The code below is a simple interactive calculator for the frequencies of intervals in equal temperament. Notice how the frequency doubles at 12 semitone intervals, and is roughly 1.5 times the value at 7 semitone intervals (perfect fifth). By setting the frequency to 440hz, you can derive all other frequencies in the standard western tuning." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 76, | |
| "metadata": { | |
| "inputHidden": false, | |
| "outputHidden": false | |
| }, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.jupyter.widget-view+json": { | |
| "model_id": "55bafa1c3eb340fe8735365906fb5f48", | |
| "version_major": 2, | |
| "version_minor": 0 | |
| }, | |
| "text/plain": [ | |
| "interactive(children=(BoundedIntText(value=100, description='Frequency', layout=Layout(width='20%'), max=1000,…" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "from ipywidgets import *\n", | |
| "\n", | |
| "l = Layout(width='20%')\n", | |
| "def get_slider(x, y): return BoundedIntText(min=x, max=y, layout=l)\n", | |
| "\n", | |
| "@interact(Frequency = get_slider(100, 1000), Semitones = get_slider(0, 12), Octave = get_slider(-5, 5))\n", | |
| "def calculate_frequency(Frequency, Semitones, Octave):\n", | |
| " value = Frequency * pow(pow(2, 1/12), Semitones) * pow(2, Octave)\n", | |
| " print(\"New Frequency:\\t\", round(value, 3))\n", | |
| " print(\"Ratio:\\t\\t\", round(value / Frequency, 3))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "It can be seen that the ratios aren't very simple for most intervals. The slight imperfections can also be seen in these parametric graphs, showing how the ratios aren't quite as harmonic in Equal Temperament:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 68, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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\n", | |
| "text/plain": [ | |
| "<Figure size 864x432 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "import numpy as np\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "\n", | |
| "plt.figure(num=None, figsize=(12, 6))\n", | |
| "\n", | |
| "t = np.arange(0, 441) / 44100 * 6.28318540\n", | |
| "x = np.sin(586.67 * t)\n", | |
| "y = np.sin(733.33 * t)\n", | |
| "z = np.sin(739.99 * t)\n", | |
| "\n", | |
| "plt.subplot(1, 2, 1)\n", | |
| "plt.title('Just Intonation')\n", | |
| "plt.plot(x, y)\n", | |
| "plt.subplot(1, 2, 2)\n", | |
| "plt.title('Equal Temperament')\n", | |
| "plt.plot(x, z)\n", | |
| "\n", | |
| "plt.show()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| }, | |
| { | |
| "attachments": { | |
| "Chang_zheng_3b.png": { | |
| "image/png": "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" | |
| } | |
| }, | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernel_info": { | |
| "name": "python3" | |
| }, | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.7.4" | |
| }, | |
| "nteract": { | |
| "version": "0.15.0" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 1 | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment